Datasets:

---

CohenQu

/

the-stack-v2-dedup-Python

like 0

[ "\"\"\"\nCopyright 2018 Goldman Sachs.\nLicensed under the Apache License, Version 2.0 (the \"License\");\nyou may not use this file except in compliance with the License.\nYou may obtain a copy of the License at\n\n http://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing,\nsoftware distributed under the License is distributed on an\n\"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\nKIND, either express or implied. See the License for the\nspecific language governing permissions and limitations\nunder the License.\n\"\"\"\n\nfrom gs_quant.instrument import Instrument, IRSwap\nimport datetime as dt\n\n\ndef test_from_dict():\n swap = IRSwap('Receive', '3m', 'USD', fixedRate=0, notionalAmount=1)\n properties = swap.as_dict()\n new_swap = Instrument.from_dict(properties)\n assert swap == new_swap\n\n # setting a datetime.date should work in a dictionary\n swap = IRSwap('Receive', dt.date(2030, 4, 11), 'USD', fixedRate='atm+5', notionalAmount=1)\n properties = swap.as_dict()\n new_swap = Instrument.from_dict(properties)\n assert swap == new_swap\n", "<docstring token>\nfrom gs_quant.instrument import Instrument, IRSwap\nimport datetime as dt\n\n\ndef test_from_dict():\n swap = IRSwap('Receive', '3m', 'USD', fixedRate=0, notionalAmount=1)\n properties = swap.as_dict()\n new_swap = Instrument.from_dict(properties)\n assert swap == new_swap\n swap = IRSwap('Receive', dt.date(2030, 4, 11), 'USD', fixedRate='atm+5',\n notionalAmount=1)\n properties = swap.as_dict()\n new_swap = Instrument.from_dict(properties)\n assert swap == new_swap\n", "<docstring token>\n<import token>\n\n\ndef test_from_dict():\n swap = IRSwap('Receive', '3m', 'USD', fixedRate=0, notionalAmount=1)\n properties = swap.as_dict()\n new_swap = Instrument.from_dict(properties)\n assert swap == new_swap\n swap = IRSwap('Receive', dt.date(2030, 4, 11), 'USD', fixedRate='atm+5',\n notionalAmount=1)\n properties = swap.as_dict()\n new_swap = Instrument.from_dict(properties)\n assert swap == new_swap\n", "<docstring token>\n<import token>\n<function token>\n" ]

[ "import pygame\n\n\n\nclass Controller:\n def __init__(self, number):\n self.buttonMap = { 0:\"x\", 1:\"a\", 2:\"b\", 3:\"y\", 4:\"l\", 5:\"r\", 8:\"select\", 9:\"start\"} \n pygame.init()\n ## find controllers\n pygame.joystick.init()\n self.joystick = pygame.joystick.Joystick(number)\n self.joystick.init()\n self.clock = pygame.time.Clock()\n self.done = False\n\n def getInput(self):\n # EVENT PROCESSING STEP\n pygame.event.get()\n ## axis control ##\n for i in range( 2 ):\n axis = self.joystick.get_axis(i)\n if axis >= 0.9 or axis == -1.0:\n if axis > 0 and i == 0:\n return \"right\"\n if axis < 0 and i == 0:\n return \"left\"\n if axis > 0 and i == 1:\n return \"down\"\n if axis < 0 and i == 1:\n return \"up\"\n \n ## button control ##\n for i in range(10):\n button = self.joystick.get_button(i)\n if button == 1:\n return self.buttonMap[i]\n return None\n", "import pygame\n\n\nclass Controller:\n\n def __init__(self, number):\n self.buttonMap = {(0): 'x', (1): 'a', (2): 'b', (3): 'y', (4): 'l',\n (5): 'r', (8): 'select', (9): 'start'}\n pygame.init()\n pygame.joystick.init()\n self.joystick = pygame.joystick.Joystick(number)\n self.joystick.init()\n self.clock = pygame.time.Clock()\n self.done = False\n\n def getInput(self):\n pygame.event.get()\n for i in range(2):\n axis = self.joystick.get_axis(i)\n if axis >= 0.9 or axis == -1.0:\n if axis > 0 and i == 0:\n return 'right'\n if axis < 0 and i == 0:\n return 'left'\n if axis > 0 and i == 1:\n return 'down'\n if axis < 0 and i == 1:\n return 'up'\n for i in range(10):\n button = self.joystick.get_button(i)\n if button == 1:\n return self.buttonMap[i]\n return None\n", "<import token>\n\n\nclass Controller:\n\n def __init__(self, number):\n self.buttonMap = {(0): 'x', (1): 'a', (2): 'b', (3): 'y', (4): 'l',\n (5): 'r', (8): 'select', (9): 'start'}\n pygame.init()\n pygame.joystick.init()\n self.joystick = pygame.joystick.Joystick(number)\n self.joystick.init()\n self.clock = pygame.time.Clock()\n self.done = False\n\n def getInput(self):\n pygame.event.get()\n for i in range(2):\n axis = self.joystick.get_axis(i)\n if axis >= 0.9 or axis == -1.0:\n if axis > 0 and i == 0:\n return 'right'\n if axis < 0 and i == 0:\n return 'left'\n if axis > 0 and i == 1:\n return 'down'\n if axis < 0 and i == 1:\n return 'up'\n for i in range(10):\n button = self.joystick.get_button(i)\n if button == 1:\n return self.buttonMap[i]\n return None\n", "<import token>\n\n\nclass Controller:\n\n def __init__(self, number):\n self.buttonMap = {(0): 'x', (1): 'a', (2): 'b', (3): 'y', (4): 'l',\n (5): 'r', (8): 'select', (9): 'start'}\n pygame.init()\n pygame.joystick.init()\n self.joystick = pygame.joystick.Joystick(number)\n self.joystick.init()\n self.clock = pygame.time.Clock()\n self.done = False\n <function token>\n", "<import token>\n\n\nclass Controller:\n <function token>\n <function token>\n", "<import token>\n<class token>\n" ]

[ "f = open('dataset_24465_4.txt')\nl = []\n\nfor line in f:\n\tl.append(line.rstrip())\n\nf.close()\nl.reverse()\ncontent = '\\n'.join(l)\n\nn = open('file2.txt', 'w')\nn.write(content)\nn.close()\n\n\n# 2 method\n# with open('file1.txt', 'r') as f, open('file2.txt', 'w') as n:\n# \ta = reversed(f.read())\n# \tfor x in a:\n# \t\tprint(x)", "f = open('dataset_24465_4.txt')\nl = []\nfor line in f:\n l.append(line.rstrip())\nf.close()\nl.reverse()\ncontent = '\\n'.join(l)\nn = open('file2.txt', 'w')\nn.write(content)\nn.close()\n", "<assignment token>\nfor line in f:\n l.append(line.rstrip())\nf.close()\nl.reverse()\n<assignment token>\nn.write(content)\nn.close()\n", "<assignment token>\n<code token>\n<assignment token>\n<code token>\n" ]

[ "from django.conf.urls import patterns, url\n\nurlpatterns = patterns('',\n\turl(r'^login/$', 'django.contrib.auth.views.login',name=\"login\"),\n url(r'^logout/$', 'core.views.logout', name=\"logout\"),\n url(r'^register/$', 'core.views.register',name=\"register\"),\n url(r'^$', 'core.views.home', name=\"home\"),\n url(r'^dashboard/$', 'core.views.dashboard', name=\"dashboard\"),\n)", "from django.conf.urls import patterns, url\nurlpatterns = patterns('', url('^login/$',\n 'django.contrib.auth.views.login', name='login'), url('^logout/$',\n 'core.views.logout', name='logout'), url('^register/$',\n 'core.views.register', name='register'), url('^$', 'core.views.home',\n name='home'), url('^dashboard/$', 'core.views.dashboard', name='dashboard')\n )\n", "<import token>\nurlpatterns = patterns('', url('^login/$',\n 'django.contrib.auth.views.login', name='login'), url('^logout/$',\n 'core.views.logout', name='logout'), url('^register/$',\n 'core.views.register', name='register'), url('^$', 'core.views.home',\n name='home'), url('^dashboard/$', 'core.views.dashboard', name='dashboard')\n )\n", "<import token>\n<assignment token>\n" ]

[ "# -*- coding: utf-8 -*-\n\n\n# Lista en python \n\nlista = [\"Francia\",\"México\", \"Dinamarca\", \"Rusia\"]\n\n# Ciclo for que recorre una lista con la variable ele\n# Seguido de esto, se imprime el contenido de cada indice con \n# el número de caracteres del String\n\nprint(\"Contenido de lista con String's\")\n\nfor ele in lista:\n print(ele, len(ele))\n \n \n#Uso de rango sencillo en un ciclo for\n\nprint(\"ciclo for en un rango especifico\")\nfor a in range(-4, 5):\n print(a)\n \n\n\n#Uso de rango un poco más apropiado\n# Creamos una lista\n\npalabras = [\"cero\", \"Uno\", \"Dos\", \"tres\", \"Cuatro\", \"Cinco\", \"Seis\"]\n\n# Usamos un ciclo for que recorre la lista con la variable num \n# Imprime el indice de la variable num multiplicado por 10 y el contenido de este\n\nprint(\"Ciclo for en una lista diferente\")\nfor num in range(len(palabras)):\n print(num * 10, palabras[num])\n print(\"-----------\")\n", "lista = ['Francia', 'México', 'Dinamarca', 'Rusia']\nprint(\"Contenido de lista con String's\")\nfor ele in lista:\n print(ele, len(ele))\nprint('ciclo for en un rango especifico')\nfor a in range(-4, 5):\n print(a)\npalabras = ['cero', 'Uno', 'Dos', 'tres', 'Cuatro', 'Cinco', 'Seis']\nprint('Ciclo for en una lista diferente')\nfor num in range(len(palabras)):\n print(num * 10, palabras[num])\n print('-----------')\n", "<assignment token>\nprint(\"Contenido de lista con String's\")\nfor ele in lista:\n print(ele, len(ele))\nprint('ciclo for en un rango especifico')\nfor a in range(-4, 5):\n print(a)\n<assignment token>\nprint('Ciclo for en una lista diferente')\nfor num in range(len(palabras)):\n print(num * 10, palabras[num])\n print('-----------')\n", "<assignment token>\n<code token>\n<assignment token>\n<code token>\n" ]

[ "from tkinter import *\nfrom tkinter import messagebox\nfrom tkinter import font\nimport pyqrcode\nimport os\n\nwin = Tk()\nwin.title(\"QR Code Generator\")\n\n# Code Generation\ndef generate():\n if len(subject.get()) != 0:\n global myQR\n myQR = pyqrcode.create(subject.get())\n qrImage = myQR.xbm(scale=6)\n global photo\n photo = BitmapImage(data=qrImage)\n \n else:\n messagebox.showerror(\"Error\", \"Please enter the subject\")\n \n try:\n showCode()\n \n except:\n pass\n\n# Code Showing\ndef showCode():\n global photo\n notificationLabel.config(image=photo)\n sublabel.config(text=\"Showing QR Code for: \" + subject.get())\n\nif __name__ == '__main__':\n subLab = Label(win, text=\"Enter Subject\", font=(\"Helvetica\", 12))\n subLab.grid(row=0, column=0, sticky=N + S + E + W)\n\n subject = StringVar()\n subjectEntry = Entry(win, textvariable=subject, font=(\"Helvetica\", 12))\n subjectEntry.grid(row=0, column=1, sticky=N + S + E + W)\n\n createBtn = Button(win, text=\"Create QR Code\", font=(\"Helvetica\", 12), width=15, command=generate)\n createBtn.grid(row=0, column=3, sticky=N + S + E + W)\n\n notificationLabel = Label(win)\n notificationLabel.grid(row=2, column=1, sticky=N + S + E + W)\\\n \n sublabel = Label(win, text=\"\")\n sublabel.grid(row=3, column=1, sticky=N + S + E + W)\n\n # Making Responsive Layout\n totalRows = 3\n totalCols = 5\n\n for row in range(totalRows + 1):\n win.grid_rowconfigure(row, weight=1)\n\n for col in range(totalCols + 1):\n win.grid_columnconfigure(col, weight=1)\n\n win.mainloop()\n", "from tkinter import *\nfrom tkinter import messagebox\nfrom tkinter import font\nimport pyqrcode\nimport os\nwin = Tk()\nwin.title('QR Code Generator')\n\n\ndef generate():\n if len(subject.get()) != 0:\n global myQR\n myQR = pyqrcode.create(subject.get())\n qrImage = myQR.xbm(scale=6)\n global photo\n photo = BitmapImage(data=qrImage)\n else:\n messagebox.showerror('Error', 'Please enter the subject')\n try:\n showCode()\n except:\n pass\n\n\ndef showCode():\n global photo\n notificationLabel.config(image=photo)\n sublabel.config(text='Showing QR Code for: ' + subject.get())\n\n\nif __name__ == '__main__':\n subLab = Label(win, text='Enter Subject', font=('Helvetica', 12))\n subLab.grid(row=0, column=0, sticky=N + S + E + W)\n subject = StringVar()\n subjectEntry = Entry(win, textvariable=subject, font=('Helvetica', 12))\n subjectEntry.grid(row=0, column=1, sticky=N + S + E + W)\n createBtn = Button(win, text='Create QR Code', font=('Helvetica', 12),\n width=15, command=generate)\n createBtn.grid(row=0, column=3, sticky=N + S + E + W)\n notificationLabel = Label(win)\n notificationLabel.grid(row=2, column=1, sticky=N + S + E + W)\n sublabel = Label(win, text='')\n sublabel.grid(row=3, column=1, sticky=N + S + E + W)\n totalRows = 3\n totalCols = 5\n for row in range(totalRows + 1):\n win.grid_rowconfigure(row, weight=1)\n for col in range(totalCols + 1):\n win.grid_columnconfigure(col, weight=1)\n win.mainloop()\n", "<import token>\nwin = Tk()\nwin.title('QR Code Generator')\n\n\ndef generate():\n if len(subject.get()) != 0:\n global myQR\n myQR = pyqrcode.create(subject.get())\n qrImage = myQR.xbm(scale=6)\n global photo\n photo = BitmapImage(data=qrImage)\n else:\n messagebox.showerror('Error', 'Please enter the subject')\n try:\n showCode()\n except:\n pass\n\n\ndef showCode():\n global photo\n notificationLabel.config(image=photo)\n sublabel.config(text='Showing QR Code for: ' + subject.get())\n\n\nif __name__ == '__main__':\n subLab = Label(win, text='Enter Subject', font=('Helvetica', 12))\n subLab.grid(row=0, column=0, sticky=N + S + E + W)\n subject = StringVar()\n subjectEntry = Entry(win, textvariable=subject, font=('Helvetica', 12))\n subjectEntry.grid(row=0, column=1, sticky=N + S + E + W)\n createBtn = Button(win, text='Create QR Code', font=('Helvetica', 12),\n width=15, command=generate)\n createBtn.grid(row=0, column=3, sticky=N + S + E + W)\n notificationLabel = Label(win)\n notificationLabel.grid(row=2, column=1, sticky=N + S + E + W)\n sublabel = Label(win, text='')\n sublabel.grid(row=3, column=1, sticky=N + S + E + W)\n totalRows = 3\n totalCols = 5\n for row in range(totalRows + 1):\n win.grid_rowconfigure(row, weight=1)\n for col in range(totalCols + 1):\n win.grid_columnconfigure(col, weight=1)\n win.mainloop()\n", "<import token>\n<assignment token>\nwin.title('QR Code Generator')\n\n\ndef generate():\n if len(subject.get()) != 0:\n global myQR\n myQR = pyqrcode.create(subject.get())\n qrImage = myQR.xbm(scale=6)\n global photo\n photo = BitmapImage(data=qrImage)\n else:\n messagebox.showerror('Error', 'Please enter the subject')\n try:\n showCode()\n except:\n pass\n\n\ndef showCode():\n global photo\n notificationLabel.config(image=photo)\n sublabel.config(text='Showing QR Code for: ' + subject.get())\n\n\nif __name__ == '__main__':\n subLab = Label(win, text='Enter Subject', font=('Helvetica', 12))\n subLab.grid(row=0, column=0, sticky=N + S + E + W)\n subject = StringVar()\n subjectEntry = Entry(win, textvariable=subject, font=('Helvetica', 12))\n subjectEntry.grid(row=0, column=1, sticky=N + S + E + W)\n createBtn = Button(win, text='Create QR Code', font=('Helvetica', 12),\n width=15, command=generate)\n createBtn.grid(row=0, column=3, sticky=N + S + E + W)\n notificationLabel = Label(win)\n notificationLabel.grid(row=2, column=1, sticky=N + S + E + W)\n sublabel = Label(win, text='')\n sublabel.grid(row=3, column=1, sticky=N + S + E + W)\n totalRows = 3\n totalCols = 5\n for row in range(totalRows + 1):\n win.grid_rowconfigure(row, weight=1)\n for col in range(totalCols + 1):\n win.grid_columnconfigure(col, weight=1)\n win.mainloop()\n", "<import token>\n<assignment token>\n<code token>\n\n\ndef generate():\n if len(subject.get()) != 0:\n global myQR\n myQR = pyqrcode.create(subject.get())\n qrImage = myQR.xbm(scale=6)\n global photo\n photo = BitmapImage(data=qrImage)\n else:\n messagebox.showerror('Error', 'Please enter the subject')\n try:\n showCode()\n except:\n pass\n\n\ndef showCode():\n global photo\n notificationLabel.config(image=photo)\n sublabel.config(text='Showing QR Code for: ' + subject.get())\n\n\n<code token>\n", "<import token>\n<assignment token>\n<code token>\n\n\ndef generate():\n if len(subject.get()) != 0:\n global myQR\n myQR = pyqrcode.create(subject.get())\n qrImage = myQR.xbm(scale=6)\n global photo\n photo = BitmapImage(data=qrImage)\n else:\n messagebox.showerror('Error', 'Please enter the subject')\n try:\n showCode()\n except:\n pass\n\n\n<function token>\n<code token>\n", "<import token>\n<assignment token>\n<code token>\n<function token>\n<function token>\n<code token>\n" ]

[ "# Find the contiguous subarray within an array (containing at least one\n# number, with at least one number greater than 0) which has the largest sum.\n#\n# For example, given the array [-2,1,-3,4,-1,2,1,-5,4],\n# the contiguous subarray [4,-1,2,1] has the largest sum = 6.\n\nclass Solution(object):\n def max_subarray_pos(self, arr):\n left = 0\n right = 0\n i = 0\n the_max = 0\n the_sum = 0\n for j in range(len(arr)):\n the_sum += arr[j]\n if the_sum < 0:\n the_sum = 0\n i = j + 1\n elif the_sum > the_max:\n the_max = the_sum\n left = i\n right = j\n return arr[left: right + 1]\n\n def max_subarray(self, arr):\n the_max = 0\n the_sum = 0\n for j in range(len(arr)):\n the_sum += arr[j]\n if the_sum < 0:\n the_sum = 0\n elif the_sum > the_max:\n the_max = the_sum\n return the_max\n\n\nif __name__ == '__main__':\n the_arr = [2, 1, 4]\n obj = Solution()\n print(obj.max_subarray_pos(the_arr))\n", "class Solution(object):\n\n def max_subarray_pos(self, arr):\n left = 0\n right = 0\n i = 0\n the_max = 0\n the_sum = 0\n for j in range(len(arr)):\n the_sum += arr[j]\n if the_sum < 0:\n the_sum = 0\n i = j + 1\n elif the_sum > the_max:\n the_max = the_sum\n left = i\n right = j\n return arr[left:right + 1]\n\n def max_subarray(self, arr):\n the_max = 0\n the_sum = 0\n for j in range(len(arr)):\n the_sum += arr[j]\n if the_sum < 0:\n the_sum = 0\n elif the_sum > the_max:\n the_max = the_sum\n return the_max\n\n\nif __name__ == '__main__':\n the_arr = [2, 1, 4]\n obj = Solution()\n print(obj.max_subarray_pos(the_arr))\n", "class Solution(object):\n\n def max_subarray_pos(self, arr):\n left = 0\n right = 0\n i = 0\n the_max = 0\n the_sum = 0\n for j in range(len(arr)):\n the_sum += arr[j]\n if the_sum < 0:\n the_sum = 0\n i = j + 1\n elif the_sum > the_max:\n the_max = the_sum\n left = i\n right = j\n return arr[left:right + 1]\n\n def max_subarray(self, arr):\n the_max = 0\n the_sum = 0\n for j in range(len(arr)):\n the_sum += arr[j]\n if the_sum < 0:\n the_sum = 0\n elif the_sum > the_max:\n the_max = the_sum\n return the_max\n\n\n<code token>\n", "class Solution(object):\n\n def max_subarray_pos(self, arr):\n left = 0\n right = 0\n i = 0\n the_max = 0\n the_sum = 0\n for j in range(len(arr)):\n the_sum += arr[j]\n if the_sum < 0:\n the_sum = 0\n i = j + 1\n elif the_sum > the_max:\n the_max = the_sum\n left = i\n right = j\n return arr[left:right + 1]\n <function token>\n\n\n<code token>\n", "class Solution(object):\n <function token>\n <function token>\n\n\n<code token>\n", "<class token>\n<code token>\n" ]

[ "\"\"\"\nThis test module ensures default and custom engines load correctly from\nconfiguration.\n\"\"\"\nimport yaml\nfrom insights_messaging.appbuilder import AppBuilder\nfrom insights_messaging.engine import Engine\n\n\nclass CustomEngine(Engine):\n pass\n\n\nclass MockFS:\n pass\n\n\nclass MockFormat:\n pass\n\n\nCONFIG1 = yaml.load(\n \"\"\"\nplugins:\n default_component_enabled: true\n packages: []\n configs: []\nservice:\n engine:\n name: insights_messaging.tests.test_pluggable_engine.CustomEngine\n kwargs:\n format: insights_messaging.tests.test_pluggable_engine.MockFormat\n extract_timeout: 20\n extract_tmp_dir: ${TMP_DIR:/tmp}\n target_components: []\n consumer:\n name: insights_messaging.consumers.Consumer\n publisher:\n name: insights_messaging.publishers.Publisher\n downloader:\n name: insights_messaging.tests.test_pluggable_engine.MockFS\n\"\"\",\n Loader=yaml.SafeLoader,\n)\n\n\nCONFIG2 = yaml.load(\n \"\"\"\nplugins:\n default_component_enabled: true\n packages: []\n configs: []\nservice:\n extract_timeout: 20\n extract_tmp_dir: ${TMP_DIR:/tmp}\n format: insights_messaging.tests.test_pluggable_engine.MockFormat\n target_components: []\n consumer:\n name: insights_messaging.consumers.Consumer\n publisher:\n name: insights_messaging.publishers.Publisher\n downloader:\n name: insights_messaging.tests.test_pluggable_engine.MockFS\n\"\"\",\n Loader=yaml.SafeLoader,\n)\n\n\ndef test_configs_engine():\n \"\"\" Should use the specified CustomEngine \"\"\"\n app = AppBuilder(CONFIG1).build_app()\n assert isinstance(app.engine, CustomEngine)\n assert app.engine.Formatter is MockFormat\n assert app.engine.extract_timeout == 20\n assert app.engine.extract_tmp_dir == \"/tmp\"\n\n\ndef test_config1_engine():\n \"\"\" Should use the default insights_messaging.engine.Engine \"\"\"\n app = AppBuilder(CONFIG2).build_app()\n assert isinstance(app.engine, Engine) and not isinstance(app.engine, CustomEngine)\n assert app.engine.Formatter is MockFormat\n assert app.engine.extract_timeout == 20\n assert app.engine.extract_tmp_dir == \"/tmp\"\n", "<docstring token>\nimport yaml\nfrom insights_messaging.appbuilder import AppBuilder\nfrom insights_messaging.engine import Engine\n\n\nclass CustomEngine(Engine):\n pass\n\n\nclass MockFS:\n pass\n\n\nclass MockFormat:\n pass\n\n\nCONFIG1 = yaml.load(\n \"\"\"\nplugins:\n default_component_enabled: true\n packages: []\n configs: []\nservice:\n engine:\n name: insights_messaging.tests.test_pluggable_engine.CustomEngine\n kwargs:\n format: insights_messaging.tests.test_pluggable_engine.MockFormat\n extract_timeout: 20\n extract_tmp_dir: ${TMP_DIR:/tmp}\n target_components: []\n consumer:\n name: insights_messaging.consumers.Consumer\n publisher:\n name: insights_messaging.publishers.Publisher\n downloader:\n name: insights_messaging.tests.test_pluggable_engine.MockFS\n\"\"\"\n , Loader=yaml.SafeLoader)\nCONFIG2 = yaml.load(\n \"\"\"\nplugins:\n default_component_enabled: true\n packages: []\n configs: []\nservice:\n extract_timeout: 20\n extract_tmp_dir: ${TMP_DIR:/tmp}\n format: insights_messaging.tests.test_pluggable_engine.MockFormat\n target_components: []\n consumer:\n name: insights_messaging.consumers.Consumer\n publisher:\n name: insights_messaging.publishers.Publisher\n downloader:\n name: insights_messaging.tests.test_pluggable_engine.MockFS\n\"\"\"\n , Loader=yaml.SafeLoader)\n\n\ndef test_configs_engine():\n \"\"\" Should use the specified CustomEngine \"\"\"\n app = AppBuilder(CONFIG1).build_app()\n assert isinstance(app.engine, CustomEngine)\n assert app.engine.Formatter is MockFormat\n assert app.engine.extract_timeout == 20\n assert app.engine.extract_tmp_dir == '/tmp'\n\n\ndef test_config1_engine():\n \"\"\" Should use the default insights_messaging.engine.Engine \"\"\"\n app = AppBuilder(CONFIG2).build_app()\n assert isinstance(app.engine, Engine) and not isinstance(app.engine,\n CustomEngine)\n assert app.engine.Formatter is MockFormat\n assert app.engine.extract_timeout == 20\n assert app.engine.extract_tmp_dir == '/tmp'\n", "<docstring token>\n<import token>\n\n\nclass CustomEngine(Engine):\n pass\n\n\nclass MockFS:\n pass\n\n\nclass MockFormat:\n pass\n\n\nCONFIG1 = yaml.load(\n \"\"\"\nplugins:\n default_component_enabled: true\n packages: []\n configs: []\nservice:\n engine:\n name: insights_messaging.tests.test_pluggable_engine.CustomEngine\n kwargs:\n format: insights_messaging.tests.test_pluggable_engine.MockFormat\n extract_timeout: 20\n extract_tmp_dir: ${TMP_DIR:/tmp}\n target_components: []\n consumer:\n name: insights_messaging.consumers.Consumer\n publisher:\n name: insights_messaging.publishers.Publisher\n downloader:\n name: insights_messaging.tests.test_pluggable_engine.MockFS\n\"\"\"\n , Loader=yaml.SafeLoader)\nCONFIG2 = yaml.load(\n \"\"\"\nplugins:\n default_component_enabled: true\n packages: []\n configs: []\nservice:\n extract_timeout: 20\n extract_tmp_dir: ${TMP_DIR:/tmp}\n format: insights_messaging.tests.test_pluggable_engine.MockFormat\n target_components: []\n consumer:\n name: insights_messaging.consumers.Consumer\n publisher:\n name: insights_messaging.publishers.Publisher\n downloader:\n name: insights_messaging.tests.test_pluggable_engine.MockFS\n\"\"\"\n , Loader=yaml.SafeLoader)\n\n\ndef test_configs_engine():\n \"\"\" Should use the specified CustomEngine \"\"\"\n app = AppBuilder(CONFIG1).build_app()\n assert isinstance(app.engine, CustomEngine)\n assert app.engine.Formatter is MockFormat\n assert app.engine.extract_timeout == 20\n assert app.engine.extract_tmp_dir == '/tmp'\n\n\ndef test_config1_engine():\n \"\"\" Should use the default insights_messaging.engine.Engine \"\"\"\n app = AppBuilder(CONFIG2).build_app()\n assert isinstance(app.engine, Engine) and not isinstance(app.engine,\n CustomEngine)\n assert app.engine.Formatter is MockFormat\n assert app.engine.extract_timeout == 20\n assert app.engine.extract_tmp_dir == '/tmp'\n", "<docstring token>\n<import token>\n\n\nclass CustomEngine(Engine):\n pass\n\n\nclass MockFS:\n pass\n\n\nclass MockFormat:\n pass\n\n\n<assignment token>\n\n\ndef test_configs_engine():\n \"\"\" Should use the specified CustomEngine \"\"\"\n app = AppBuilder(CONFIG1).build_app()\n assert isinstance(app.engine, CustomEngine)\n assert app.engine.Formatter is MockFormat\n assert app.engine.extract_timeout == 20\n assert app.engine.extract_tmp_dir == '/tmp'\n\n\ndef test_config1_engine():\n \"\"\" Should use the default insights_messaging.engine.Engine \"\"\"\n app = AppBuilder(CONFIG2).build_app()\n assert isinstance(app.engine, Engine) and not isinstance(app.engine,\n CustomEngine)\n assert app.engine.Formatter is MockFormat\n assert app.engine.extract_timeout == 20\n assert app.engine.extract_tmp_dir == '/tmp'\n", "<docstring token>\n<import token>\n\n\nclass CustomEngine(Engine):\n pass\n\n\nclass MockFS:\n pass\n\n\nclass MockFormat:\n pass\n\n\n<assignment token>\n\n\ndef test_configs_engine():\n \"\"\" Should use the specified CustomEngine \"\"\"\n app = AppBuilder(CONFIG1).build_app()\n assert isinstance(app.engine, CustomEngine)\n assert app.engine.Formatter is MockFormat\n assert app.engine.extract_timeout == 20\n assert app.engine.extract_tmp_dir == '/tmp'\n\n\n<function token>\n", "<docstring token>\n<import token>\n\n\nclass CustomEngine(Engine):\n pass\n\n\nclass MockFS:\n pass\n\n\nclass MockFormat:\n pass\n\n\n<assignment token>\n<function token>\n<function token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass MockFS:\n pass\n\n\nclass MockFormat:\n pass\n\n\n<assignment token>\n<function token>\n<function token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n\n\nclass MockFormat:\n pass\n\n\n<assignment token>\n<function token>\n<function token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<assignment token>\n<function token>\n<function token>\n" ]

[ "from . import db\n\n\nclass Airport(db.Model):\n # \"iata_code\",\"lat\",\"long\"\n __tablename__ = 'airports'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=True, nullable=False, index=True)\n lat = db.Column(db.Float, unique=False, nullable=False, index=True)\n long = db.Column(db.Float, unique=False, nullable=False, index=True)\n\n def __repr__(self):\n return '<Airport %r>' % self.iata_code\n\n @staticmethod\n def insert_test_airports():\n # \"MAD\",40.47193,-3.56264\n a_01 = Airport(\n iata_code='MAD',\n lat=40.47193, # N \n long=-3.56264) # W\n # \"TLV\",32.0114,34.8867\n a_02 = Airport(\n iata_code='TLV',\n lat=32.0114, # N \n long=34.8867) # E\n # \"IAH\",29.9844,-95.3414\n a_03 = Airport(\n iata_code='IAH',\n lat=29.9844, # N\n long=-95.3414) # W\n db.session.add_all([a_01, a_02, a_03])\n db.session.commit()\n\n\nclass Destination(db.Model):\n # \"city\",\"country\",\"iata_code\",\"lat\",\"long\"\n __tablename__ = 'destinations'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=True, nullable=False, index=True)\n city = db.Column(db.String(100), unique=True, nullable=False, index=False)\n country = db.Column(db.String(100), unique=False, nullable=False, index=True)\n lat = db.Column(db.Float, unique=False, nullable=False, index=True)\n long = db.Column(db.Float, unique=False, nullable=False, index=True)\n\n def __repr__(self):\n return '<Destination %r>' % (self.iata_code + ' - ' + self.city)\n\n @staticmethod\n def insert_test_destinations():\n # \"Paris\",\"France\",\"CDG\",49.0128,2.55\n d_01 = Destination(\n iata_code='CDG',\n city='Paris',\n country='France',\n lat=49.0128, # N\n long=2.55) # E\n # \"London\",\"United Kingdom\",\"LHR\",51.4706,-0.46194\n d_02 = Destination(\n iata_code='LHR',\n city='London',\n country='United Kingdom',\n lat=51.4706, # N\n long=-0.46194) # W\n # \"Rome\",\"Italy\",\"FCO\",41.80028,12.23889\n d_03 = Destination(\n iata_code='FCO',\n city='Rome',\n country='Italy',\n lat=41.80028, # N\n long=12.23889) # E\n # \"New York\",\"United States\",\"JFK\",40.6398,-73.7789\n d_04 = Destination(\n iata_code='JFK',\n city='New York',\n country='United States',\n lat=40.6398, # N\n long=-73.7789) # W\n # \"Madrid\",\"Spain\",\"MAD\",40.47193,-3.56264\n d_05 = Destination(\n iata_code='MAD',\n city='Madrid',\n country='Spain',\n lat=40.47193, # N \n long=-3.56264) # W\n # \"Tel Aviv\",\"Israel\",\"TLV\",32.0114,34.8867\n d_06 = Destination(\n iata_code='TLV',\n city='Tel Aviv',\n country='Israel',\n lat=32.0114, # N \n long=34.8867) # E\n # \"Houston\",\"United States\",\"IAH\",29.9844,-95.3414\n d_07 = Destination(\n iata_code='IAH',\n city='Houston',\n country='United States',\n lat=29.9844, # N\n long=-95.3414) # W\n db.session.add_all([d_01, d_02, d_03, d_04, d_05, d_06, d_07])\n db.session.commit()\n\n\nclass Weather(db.Model):\n # \"iata_code\",\"month\",\"min_temperature_celsius\",\"max_temperature_celsius\",\"daily_precipitation_mm\"\n __tablename__ = 'weather_conditions'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=False, nullable=False, index=False)\n month = db.Column(db.String(10), unique=False, nullable=False, index=False)\n min_temperature_celsius = db.Column(db.Float, unique=False, nullable=False, index=True)\n max_temperature_celsius = db.Column(db.Float, unique=False, nullable=False, index=True)\n daily_precipitation_mm = db.Column(db.Float, unique=False, nullable=False, index=False)\n \n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n # \"MAD\",\"January\",\"2.0\",\"12.9\",\"1.6\"\n w_01 = Weather(\n iata_code='MAD',\n month='January',\n min_temperature_celsius=2.0,\n max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n # \"TLV\",\"January\",\"12.8\",\"22.0\",\"3.3\"\n w_02 = Weather(\n iata_code='TLV',\n month='January',\n min_temperature_celsius=12.8,\n max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n # \"IAH\",\"January\",\"8.2\",\"19.6\",\"2.4\"\n w_03 = Weather(\n iata_code='IAH',\n month='January',\n min_temperature_celsius=8.2,\n max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "from . import db\n\n\nclass Airport(db.Model):\n __tablename__ = 'airports'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=True, nullable=False, index=True\n )\n lat = db.Column(db.Float, unique=False, nullable=False, index=True)\n long = db.Column(db.Float, unique=False, nullable=False, index=True)\n\n def __repr__(self):\n return '<Airport %r>' % self.iata_code\n\n @staticmethod\n def insert_test_airports():\n a_01 = Airport(iata_code='MAD', lat=40.47193, long=-3.56264)\n a_02 = Airport(iata_code='TLV', lat=32.0114, long=34.8867)\n a_03 = Airport(iata_code='IAH', lat=29.9844, long=-95.3414)\n db.session.add_all([a_01, a_02, a_03])\n db.session.commit()\n\n\nclass Destination(db.Model):\n __tablename__ = 'destinations'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=True, nullable=False, index=True\n )\n city = db.Column(db.String(100), unique=True, nullable=False, index=False)\n country = db.Column(db.String(100), unique=False, nullable=False, index\n =True)\n lat = db.Column(db.Float, unique=False, nullable=False, index=True)\n long = db.Column(db.Float, unique=False, nullable=False, index=True)\n\n def __repr__(self):\n return '<Destination %r>' % (self.iata_code + ' - ' + self.city)\n\n @staticmethod\n def insert_test_destinations():\n d_01 = Destination(iata_code='CDG', city='Paris', country='France',\n lat=49.0128, long=2.55)\n d_02 = Destination(iata_code='LHR', city='London', country=\n 'United Kingdom', lat=51.4706, long=-0.46194)\n d_03 = Destination(iata_code='FCO', city='Rome', country='Italy',\n lat=41.80028, long=12.23889)\n d_04 = Destination(iata_code='JFK', city='New York', country=\n 'United States', lat=40.6398, long=-73.7789)\n d_05 = Destination(iata_code='MAD', city='Madrid', country='Spain',\n lat=40.47193, long=-3.56264)\n d_06 = Destination(iata_code='TLV', city='Tel Aviv', country=\n 'Israel', lat=32.0114, long=34.8867)\n d_07 = Destination(iata_code='IAH', city='Houston', country=\n 'United States', lat=29.9844, long=-95.3414)\n db.session.add_all([d_01, d_02, d_03, d_04, d_05, d_06, d_07])\n db.session.commit()\n\n\nclass Weather(db.Model):\n __tablename__ = 'weather_conditions'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=False, nullable=False, index\n =False)\n month = db.Column(db.String(10), unique=False, nullable=False, index=False)\n min_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n max_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n daily_precipitation_mm = db.Column(db.Float, unique=False, nullable=\n False, index=False)\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n w_01 = Weather(iata_code='MAD', month='January',\n min_temperature_celsius=2.0, max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n w_02 = Weather(iata_code='TLV', month='January',\n min_temperature_celsius=12.8, max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n w_03 = Weather(iata_code='IAH', month='January',\n min_temperature_celsius=8.2, max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "<import token>\n\n\nclass Airport(db.Model):\n __tablename__ = 'airports'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=True, nullable=False, index=True\n )\n lat = db.Column(db.Float, unique=False, nullable=False, index=True)\n long = db.Column(db.Float, unique=False, nullable=False, index=True)\n\n def __repr__(self):\n return '<Airport %r>' % self.iata_code\n\n @staticmethod\n def insert_test_airports():\n a_01 = Airport(iata_code='MAD', lat=40.47193, long=-3.56264)\n a_02 = Airport(iata_code='TLV', lat=32.0114, long=34.8867)\n a_03 = Airport(iata_code='IAH', lat=29.9844, long=-95.3414)\n db.session.add_all([a_01, a_02, a_03])\n db.session.commit()\n\n\nclass Destination(db.Model):\n __tablename__ = 'destinations'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=True, nullable=False, index=True\n )\n city = db.Column(db.String(100), unique=True, nullable=False, index=False)\n country = db.Column(db.String(100), unique=False, nullable=False, index\n =True)\n lat = db.Column(db.Float, unique=False, nullable=False, index=True)\n long = db.Column(db.Float, unique=False, nullable=False, index=True)\n\n def __repr__(self):\n return '<Destination %r>' % (self.iata_code + ' - ' + self.city)\n\n @staticmethod\n def insert_test_destinations():\n d_01 = Destination(iata_code='CDG', city='Paris', country='France',\n lat=49.0128, long=2.55)\n d_02 = Destination(iata_code='LHR', city='London', country=\n 'United Kingdom', lat=51.4706, long=-0.46194)\n d_03 = Destination(iata_code='FCO', city='Rome', country='Italy',\n lat=41.80028, long=12.23889)\n d_04 = Destination(iata_code='JFK', city='New York', country=\n 'United States', lat=40.6398, long=-73.7789)\n d_05 = Destination(iata_code='MAD', city='Madrid', country='Spain',\n lat=40.47193, long=-3.56264)\n d_06 = Destination(iata_code='TLV', city='Tel Aviv', country=\n 'Israel', lat=32.0114, long=34.8867)\n d_07 = Destination(iata_code='IAH', city='Houston', country=\n 'United States', lat=29.9844, long=-95.3414)\n db.session.add_all([d_01, d_02, d_03, d_04, d_05, d_06, d_07])\n db.session.commit()\n\n\nclass Weather(db.Model):\n __tablename__ = 'weather_conditions'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=False, nullable=False, index\n =False)\n month = db.Column(db.String(10), unique=False, nullable=False, index=False)\n min_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n max_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n daily_precipitation_mm = db.Column(db.Float, unique=False, nullable=\n False, index=False)\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n w_01 = Weather(iata_code='MAD', month='January',\n min_temperature_celsius=2.0, max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n w_02 = Weather(iata_code='TLV', month='January',\n min_temperature_celsius=12.8, max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n w_03 = Weather(iata_code='IAH', month='January',\n min_temperature_celsius=8.2, max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "<import token>\n\n\nclass Airport(db.Model):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n def __repr__(self):\n return '<Airport %r>' % self.iata_code\n\n @staticmethod\n def insert_test_airports():\n a_01 = Airport(iata_code='MAD', lat=40.47193, long=-3.56264)\n a_02 = Airport(iata_code='TLV', lat=32.0114, long=34.8867)\n a_03 = Airport(iata_code='IAH', lat=29.9844, long=-95.3414)\n db.session.add_all([a_01, a_02, a_03])\n db.session.commit()\n\n\nclass Destination(db.Model):\n __tablename__ = 'destinations'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=True, nullable=False, index=True\n )\n city = db.Column(db.String(100), unique=True, nullable=False, index=False)\n country = db.Column(db.String(100), unique=False, nullable=False, index\n =True)\n lat = db.Column(db.Float, unique=False, nullable=False, index=True)\n long = db.Column(db.Float, unique=False, nullable=False, index=True)\n\n def __repr__(self):\n return '<Destination %r>' % (self.iata_code + ' - ' + self.city)\n\n @staticmethod\n def insert_test_destinations():\n d_01 = Destination(iata_code='CDG', city='Paris', country='France',\n lat=49.0128, long=2.55)\n d_02 = Destination(iata_code='LHR', city='London', country=\n 'United Kingdom', lat=51.4706, long=-0.46194)\n d_03 = Destination(iata_code='FCO', city='Rome', country='Italy',\n lat=41.80028, long=12.23889)\n d_04 = Destination(iata_code='JFK', city='New York', country=\n 'United States', lat=40.6398, long=-73.7789)\n d_05 = Destination(iata_code='MAD', city='Madrid', country='Spain',\n lat=40.47193, long=-3.56264)\n d_06 = Destination(iata_code='TLV', city='Tel Aviv', country=\n 'Israel', lat=32.0114, long=34.8867)\n d_07 = Destination(iata_code='IAH', city='Houston', country=\n 'United States', lat=29.9844, long=-95.3414)\n db.session.add_all([d_01, d_02, d_03, d_04, d_05, d_06, d_07])\n db.session.commit()\n\n\nclass Weather(db.Model):\n __tablename__ = 'weather_conditions'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=False, nullable=False, index\n =False)\n month = db.Column(db.String(10), unique=False, nullable=False, index=False)\n min_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n max_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n daily_precipitation_mm = db.Column(db.Float, unique=False, nullable=\n False, index=False)\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n w_01 = Weather(iata_code='MAD', month='January',\n min_temperature_celsius=2.0, max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n w_02 = Weather(iata_code='TLV', month='January',\n min_temperature_celsius=12.8, max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n w_03 = Weather(iata_code='IAH', month='January',\n min_temperature_celsius=8.2, max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "<import token>\n\n\nclass Airport(db.Model):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n def __repr__(self):\n return '<Airport %r>' % self.iata_code\n <function token>\n\n\nclass Destination(db.Model):\n __tablename__ = 'destinations'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=True, nullable=False, index=True\n )\n city = db.Column(db.String(100), unique=True, nullable=False, index=False)\n country = db.Column(db.String(100), unique=False, nullable=False, index\n =True)\n lat = db.Column(db.Float, unique=False, nullable=False, index=True)\n long = db.Column(db.Float, unique=False, nullable=False, index=True)\n\n def __repr__(self):\n return '<Destination %r>' % (self.iata_code + ' - ' + self.city)\n\n @staticmethod\n def insert_test_destinations():\n d_01 = Destination(iata_code='CDG', city='Paris', country='France',\n lat=49.0128, long=2.55)\n d_02 = Destination(iata_code='LHR', city='London', country=\n 'United Kingdom', lat=51.4706, long=-0.46194)\n d_03 = Destination(iata_code='FCO', city='Rome', country='Italy',\n lat=41.80028, long=12.23889)\n d_04 = Destination(iata_code='JFK', city='New York', country=\n 'United States', lat=40.6398, long=-73.7789)\n d_05 = Destination(iata_code='MAD', city='Madrid', country='Spain',\n lat=40.47193, long=-3.56264)\n d_06 = Destination(iata_code='TLV', city='Tel Aviv', country=\n 'Israel', lat=32.0114, long=34.8867)\n d_07 = Destination(iata_code='IAH', city='Houston', country=\n 'United States', lat=29.9844, long=-95.3414)\n db.session.add_all([d_01, d_02, d_03, d_04, d_05, d_06, d_07])\n db.session.commit()\n\n\nclass Weather(db.Model):\n __tablename__ = 'weather_conditions'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=False, nullable=False, index\n =False)\n month = db.Column(db.String(10), unique=False, nullable=False, index=False)\n min_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n max_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n daily_precipitation_mm = db.Column(db.Float, unique=False, nullable=\n False, index=False)\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n w_01 = Weather(iata_code='MAD', month='January',\n min_temperature_celsius=2.0, max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n w_02 = Weather(iata_code='TLV', month='January',\n min_temperature_celsius=12.8, max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n w_03 = Weather(iata_code='IAH', month='January',\n min_temperature_celsius=8.2, max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "<import token>\n\n\nclass Airport(db.Model):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <function token>\n <function token>\n\n\nclass Destination(db.Model):\n __tablename__ = 'destinations'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=True, nullable=False, index=True\n )\n city = db.Column(db.String(100), unique=True, nullable=False, index=False)\n country = db.Column(db.String(100), unique=False, nullable=False, index\n =True)\n lat = db.Column(db.Float, unique=False, nullable=False, index=True)\n long = db.Column(db.Float, unique=False, nullable=False, index=True)\n\n def __repr__(self):\n return '<Destination %r>' % (self.iata_code + ' - ' + self.city)\n\n @staticmethod\n def insert_test_destinations():\n d_01 = Destination(iata_code='CDG', city='Paris', country='France',\n lat=49.0128, long=2.55)\n d_02 = Destination(iata_code='LHR', city='London', country=\n 'United Kingdom', lat=51.4706, long=-0.46194)\n d_03 = Destination(iata_code='FCO', city='Rome', country='Italy',\n lat=41.80028, long=12.23889)\n d_04 = Destination(iata_code='JFK', city='New York', country=\n 'United States', lat=40.6398, long=-73.7789)\n d_05 = Destination(iata_code='MAD', city='Madrid', country='Spain',\n lat=40.47193, long=-3.56264)\n d_06 = Destination(iata_code='TLV', city='Tel Aviv', country=\n 'Israel', lat=32.0114, long=34.8867)\n d_07 = Destination(iata_code='IAH', city='Houston', country=\n 'United States', lat=29.9844, long=-95.3414)\n db.session.add_all([d_01, d_02, d_03, d_04, d_05, d_06, d_07])\n db.session.commit()\n\n\nclass Weather(db.Model):\n __tablename__ = 'weather_conditions'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=False, nullable=False, index\n =False)\n month = db.Column(db.String(10), unique=False, nullable=False, index=False)\n min_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n max_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n daily_precipitation_mm = db.Column(db.Float, unique=False, nullable=\n False, index=False)\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n w_01 = Weather(iata_code='MAD', month='January',\n min_temperature_celsius=2.0, max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n w_02 = Weather(iata_code='TLV', month='January',\n min_temperature_celsius=12.8, max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n w_03 = Weather(iata_code='IAH', month='January',\n min_temperature_celsius=8.2, max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "<import token>\n<class token>\n\n\nclass Destination(db.Model):\n __tablename__ = 'destinations'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=True, nullable=False, index=True\n )\n city = db.Column(db.String(100), unique=True, nullable=False, index=False)\n country = db.Column(db.String(100), unique=False, nullable=False, index\n =True)\n lat = db.Column(db.Float, unique=False, nullable=False, index=True)\n long = db.Column(db.Float, unique=False, nullable=False, index=True)\n\n def __repr__(self):\n return '<Destination %r>' % (self.iata_code + ' - ' + self.city)\n\n @staticmethod\n def insert_test_destinations():\n d_01 = Destination(iata_code='CDG', city='Paris', country='France',\n lat=49.0128, long=2.55)\n d_02 = Destination(iata_code='LHR', city='London', country=\n 'United Kingdom', lat=51.4706, long=-0.46194)\n d_03 = Destination(iata_code='FCO', city='Rome', country='Italy',\n lat=41.80028, long=12.23889)\n d_04 = Destination(iata_code='JFK', city='New York', country=\n 'United States', lat=40.6398, long=-73.7789)\n d_05 = Destination(iata_code='MAD', city='Madrid', country='Spain',\n lat=40.47193, long=-3.56264)\n d_06 = Destination(iata_code='TLV', city='Tel Aviv', country=\n 'Israel', lat=32.0114, long=34.8867)\n d_07 = Destination(iata_code='IAH', city='Houston', country=\n 'United States', lat=29.9844, long=-95.3414)\n db.session.add_all([d_01, d_02, d_03, d_04, d_05, d_06, d_07])\n db.session.commit()\n\n\nclass Weather(db.Model):\n __tablename__ = 'weather_conditions'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=False, nullable=False, index\n =False)\n month = db.Column(db.String(10), unique=False, nullable=False, index=False)\n min_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n max_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n daily_precipitation_mm = db.Column(db.Float, unique=False, nullable=\n False, index=False)\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n w_01 = Weather(iata_code='MAD', month='January',\n min_temperature_celsius=2.0, max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n w_02 = Weather(iata_code='TLV', month='January',\n min_temperature_celsius=12.8, max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n w_03 = Weather(iata_code='IAH', month='January',\n min_temperature_celsius=8.2, max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "<import token>\n<class token>\n\n\nclass Destination(db.Model):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n def __repr__(self):\n return '<Destination %r>' % (self.iata_code + ' - ' + self.city)\n\n @staticmethod\n def insert_test_destinations():\n d_01 = Destination(iata_code='CDG', city='Paris', country='France',\n lat=49.0128, long=2.55)\n d_02 = Destination(iata_code='LHR', city='London', country=\n 'United Kingdom', lat=51.4706, long=-0.46194)\n d_03 = Destination(iata_code='FCO', city='Rome', country='Italy',\n lat=41.80028, long=12.23889)\n d_04 = Destination(iata_code='JFK', city='New York', country=\n 'United States', lat=40.6398, long=-73.7789)\n d_05 = Destination(iata_code='MAD', city='Madrid', country='Spain',\n lat=40.47193, long=-3.56264)\n d_06 = Destination(iata_code='TLV', city='Tel Aviv', country=\n 'Israel', lat=32.0114, long=34.8867)\n d_07 = Destination(iata_code='IAH', city='Houston', country=\n 'United States', lat=29.9844, long=-95.3414)\n db.session.add_all([d_01, d_02, d_03, d_04, d_05, d_06, d_07])\n db.session.commit()\n\n\nclass Weather(db.Model):\n __tablename__ = 'weather_conditions'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=False, nullable=False, index\n =False)\n month = db.Column(db.String(10), unique=False, nullable=False, index=False)\n min_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n max_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n daily_precipitation_mm = db.Column(db.Float, unique=False, nullable=\n False, index=False)\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n w_01 = Weather(iata_code='MAD', month='January',\n min_temperature_celsius=2.0, max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n w_02 = Weather(iata_code='TLV', month='January',\n min_temperature_celsius=12.8, max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n w_03 = Weather(iata_code='IAH', month='January',\n min_temperature_celsius=8.2, max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "<import token>\n<class token>\n\n\nclass Destination(db.Model):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <function token>\n\n @staticmethod\n def insert_test_destinations():\n d_01 = Destination(iata_code='CDG', city='Paris', country='France',\n lat=49.0128, long=2.55)\n d_02 = Destination(iata_code='LHR', city='London', country=\n 'United Kingdom', lat=51.4706, long=-0.46194)\n d_03 = Destination(iata_code='FCO', city='Rome', country='Italy',\n lat=41.80028, long=12.23889)\n d_04 = Destination(iata_code='JFK', city='New York', country=\n 'United States', lat=40.6398, long=-73.7789)\n d_05 = Destination(iata_code='MAD', city='Madrid', country='Spain',\n lat=40.47193, long=-3.56264)\n d_06 = Destination(iata_code='TLV', city='Tel Aviv', country=\n 'Israel', lat=32.0114, long=34.8867)\n d_07 = Destination(iata_code='IAH', city='Houston', country=\n 'United States', lat=29.9844, long=-95.3414)\n db.session.add_all([d_01, d_02, d_03, d_04, d_05, d_06, d_07])\n db.session.commit()\n\n\nclass Weather(db.Model):\n __tablename__ = 'weather_conditions'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=False, nullable=False, index\n =False)\n month = db.Column(db.String(10), unique=False, nullable=False, index=False)\n min_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n max_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n daily_precipitation_mm = db.Column(db.Float, unique=False, nullable=\n False, index=False)\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n w_01 = Weather(iata_code='MAD', month='January',\n min_temperature_celsius=2.0, max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n w_02 = Weather(iata_code='TLV', month='January',\n min_temperature_celsius=12.8, max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n w_03 = Weather(iata_code='IAH', month='January',\n min_temperature_celsius=8.2, max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "<import token>\n<class token>\n\n\nclass Destination(db.Model):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <function token>\n <function token>\n\n\nclass Weather(db.Model):\n __tablename__ = 'weather_conditions'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=False, nullable=False, index\n =False)\n month = db.Column(db.String(10), unique=False, nullable=False, index=False)\n min_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n max_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n daily_precipitation_mm = db.Column(db.Float, unique=False, nullable=\n False, index=False)\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n w_01 = Weather(iata_code='MAD', month='January',\n min_temperature_celsius=2.0, max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n w_02 = Weather(iata_code='TLV', month='January',\n min_temperature_celsius=12.8, max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n w_03 = Weather(iata_code='IAH', month='January',\n min_temperature_celsius=8.2, max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "<import token>\n<class token>\n<class token>\n\n\nclass Weather(db.Model):\n __tablename__ = 'weather_conditions'\n id = db.Column(db.Integer, primary_key=True)\n iata_code = db.Column(db.String(3), unique=False, nullable=False, index\n =False)\n month = db.Column(db.String(10), unique=False, nullable=False, index=False)\n min_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n max_temperature_celsius = db.Column(db.Float, unique=False, nullable=\n False, index=True)\n daily_precipitation_mm = db.Column(db.Float, unique=False, nullable=\n False, index=False)\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n w_01 = Weather(iata_code='MAD', month='January',\n min_temperature_celsius=2.0, max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n w_02 = Weather(iata_code='TLV', month='January',\n min_temperature_celsius=12.8, max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n w_03 = Weather(iata_code='IAH', month='January',\n min_temperature_celsius=8.2, max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "<import token>\n<class token>\n<class token>\n\n\nclass Weather(db.Model):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n\n @staticmethod\n def insert_test_weather_conditions():\n pass\n w_01 = Weather(iata_code='MAD', month='January',\n min_temperature_celsius=2.0, max_temperature_celsius=12.9,\n daily_precipitation_mm=1.6)\n w_02 = Weather(iata_code='TLV', month='January',\n min_temperature_celsius=12.8, max_temperature_celsius=22.0,\n daily_precipitation_mm=3.3)\n w_03 = Weather(iata_code='IAH', month='January',\n min_temperature_celsius=8.2, max_temperature_celsius=19.6,\n daily_precipitation_mm=2.4)\n db.session.add_all([w_01, w_02, w_03])\n db.session.commit()\n", "<import token>\n<class token>\n<class token>\n\n\nclass Weather(db.Model):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n def __repr__(self):\n return '<Weather %r>' % (self.iata_code + ' ' + self.month)\n <function token>\n", "<import token>\n<class token>\n<class token>\n\n\nclass Weather(db.Model):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <function token>\n <function token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n" ]

[ "from app import app, db\nfrom app.models import User\nfrom config import Config\nfrom flask_api import status\nimport unittest\n\n\nclass UserModelCase(unittest.TestCase):\n\n def setUp(self):\n self.good_user = User(username='', password='')\n db.session.add(self.good_user)\n db.session.commit()\n pass\n\n def tearDown(self):\n User.query.delete()\n db.session.commit()\n pass\n\n # Login Tests\n\n\nif __name__ == '__main__':\n unittest.main(verbosity=2)\n", "from app import app, db\nfrom app.models import User\nfrom config import Config\nfrom flask_api import status\nimport unittest\n\n\nclass UserModelCase(unittest.TestCase):\n\n def setUp(self):\n self.good_user = User(username='', password='')\n db.session.add(self.good_user)\n db.session.commit()\n pass\n\n def tearDown(self):\n User.query.delete()\n db.session.commit()\n pass\n\n\nif __name__ == '__main__':\n unittest.main(verbosity=2)\n", "<import token>\n\n\nclass UserModelCase(unittest.TestCase):\n\n def setUp(self):\n self.good_user = User(username='', password='')\n db.session.add(self.good_user)\n db.session.commit()\n pass\n\n def tearDown(self):\n User.query.delete()\n db.session.commit()\n pass\n\n\nif __name__ == '__main__':\n unittest.main(verbosity=2)\n", "<import token>\n\n\nclass UserModelCase(unittest.TestCase):\n\n def setUp(self):\n self.good_user = User(username='', password='')\n db.session.add(self.good_user)\n db.session.commit()\n pass\n\n def tearDown(self):\n User.query.delete()\n db.session.commit()\n pass\n\n\n<code token>\n", "<import token>\n\n\nclass UserModelCase(unittest.TestCase):\n\n def setUp(self):\n self.good_user = User(username='', password='')\n db.session.add(self.good_user)\n db.session.commit()\n pass\n <function token>\n\n\n<code token>\n", "<import token>\n\n\nclass UserModelCase(unittest.TestCase):\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n<class token>\n<code token>\n" ]

[ "\"\"\"MobileCallPromotion Problem\"\"\"\ndef promotion(time, sum_price):\n \"\"\"Return price of Promotion from given timecall(second)\"\"\"\n time = second_to_minute(time)\n for (pro, price) in [(24*60, 150), (12*60, 100), (8*60, 80), (3*60, 40), (60, 15), (20, 10)]:\n sum_price = sum_price + (time//pro)*price\n time = time % pro\n oneminute = time - 3\n return sum_price + oneminute if oneminute > 0 else sum_price\n\ndef second_to_minute(time):\n \"\"\"Convert second to minute\"\"\"\n if time % 60 != 0:\n time = time + 60\n return time // 60\n\nprint(promotion(int(input()), 0))\n", "<docstring token>\n\n\ndef promotion(time, sum_price):\n \"\"\"Return price of Promotion from given timecall(second)\"\"\"\n time = second_to_minute(time)\n for pro, price in [(24 * 60, 150), (12 * 60, 100), (8 * 60, 80), (3 * \n 60, 40), (60, 15), (20, 10)]:\n sum_price = sum_price + time // pro * price\n time = time % pro\n oneminute = time - 3\n return sum_price + oneminute if oneminute > 0 else sum_price\n\n\ndef second_to_minute(time):\n \"\"\"Convert second to minute\"\"\"\n if time % 60 != 0:\n time = time + 60\n return time // 60\n\n\nprint(promotion(int(input()), 0))\n", "<docstring token>\n\n\ndef promotion(time, sum_price):\n \"\"\"Return price of Promotion from given timecall(second)\"\"\"\n time = second_to_minute(time)\n for pro, price in [(24 * 60, 150), (12 * 60, 100), (8 * 60, 80), (3 * \n 60, 40), (60, 15), (20, 10)]:\n sum_price = sum_price + time // pro * price\n time = time % pro\n oneminute = time - 3\n return sum_price + oneminute if oneminute > 0 else sum_price\n\n\ndef second_to_minute(time):\n \"\"\"Convert second to minute\"\"\"\n if time % 60 != 0:\n time = time + 60\n return time // 60\n\n\n<code token>\n", "<docstring token>\n\n\ndef promotion(time, sum_price):\n \"\"\"Return price of Promotion from given timecall(second)\"\"\"\n time = second_to_minute(time)\n for pro, price in [(24 * 60, 150), (12 * 60, 100), (8 * 60, 80), (3 * \n 60, 40), (60, 15), (20, 10)]:\n sum_price = sum_price + time // pro * price\n time = time % pro\n oneminute = time - 3\n return sum_price + oneminute if oneminute > 0 else sum_price\n\n\n<function token>\n<code token>\n", "<docstring token>\n<function token>\n<function token>\n<code token>\n" ]

[ "import sys\n\n\ndef dfs(vertex, inverse_adj, visited):\n if visited[vertex] == 2:\n return True\n if visited[vertex] == 1:\n return False\n\n visited[vertex] = 2\n for precursor in inverse_adj[vertex]:\n if dfs(precursor, inverse_adj, visited):\n return True\n\n visited[vertex] = 1\n return False\n\n\nfor line in sys.stdin:\n G = eval(line)\n res = 0\n visited = [0 for _ in range(len(G))]\n inverse_adj = [set() for _ in range(len(G))]\n for i in range(len(G)):\n for j in range(len(G)):\n if G[i][j]:\n inverse_adj[j].add(i)\n else:\n continue\n for i in range(len(G)):\n if dfs(i, inverse_adj, visited):\n res = 1\n break\n print(res)\n\n\n\n", "import sys\n\n\ndef dfs(vertex, inverse_adj, visited):\n if visited[vertex] == 2:\n return True\n if visited[vertex] == 1:\n return False\n visited[vertex] = 2\n for precursor in inverse_adj[vertex]:\n if dfs(precursor, inverse_adj, visited):\n return True\n visited[vertex] = 1\n return False\n\n\nfor line in sys.stdin:\n G = eval(line)\n res = 0\n visited = [(0) for _ in range(len(G))]\n inverse_adj = [set() for _ in range(len(G))]\n for i in range(len(G)):\n for j in range(len(G)):\n if G[i][j]:\n inverse_adj[j].add(i)\n else:\n continue\n for i in range(len(G)):\n if dfs(i, inverse_adj, visited):\n res = 1\n break\n print(res)\n", "<import token>\n\n\ndef dfs(vertex, inverse_adj, visited):\n if visited[vertex] == 2:\n return True\n if visited[vertex] == 1:\n return False\n visited[vertex] = 2\n for precursor in inverse_adj[vertex]:\n if dfs(precursor, inverse_adj, visited):\n return True\n visited[vertex] = 1\n return False\n\n\nfor line in sys.stdin:\n G = eval(line)\n res = 0\n visited = [(0) for _ in range(len(G))]\n inverse_adj = [set() for _ in range(len(G))]\n for i in range(len(G)):\n for j in range(len(G)):\n if G[i][j]:\n inverse_adj[j].add(i)\n else:\n continue\n for i in range(len(G)):\n if dfs(i, inverse_adj, visited):\n res = 1\n break\n print(res)\n", "<import token>\n\n\ndef dfs(vertex, inverse_adj, visited):\n if visited[vertex] == 2:\n return True\n if visited[vertex] == 1:\n return False\n visited[vertex] = 2\n for precursor in inverse_adj[vertex]:\n if dfs(precursor, inverse_adj, visited):\n return True\n visited[vertex] = 1\n return False\n\n\n<code token>\n", "<import token>\n<function token>\n<code token>\n" ]

[ "# -*- coding: utf-8 -*-\n# Generated by Django 1.9.1 on 2016-01-10 09:00\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\nimport sorl.thumbnail.fields\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('catalog', '0004_item'),\n ]\n\n operations = [\n migrations.CreateModel(\n name='ItemPhoto',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('photo', sorl.thumbnail.fields.ImageField(upload_to='catalog', verbose_name='image')),\n ('ordering', models.IntegerField(default=100, verbose_name='ordering')),\n ('item', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='catalog.Item', verbose_name='catalog item')),\n ],\n options={\n 'ordering': ['ordering'],\n 'verbose_name': 'photo',\n 'verbose_name_plural': 'photos',\n },\n ),\n ]\n", "from __future__ import unicode_literals\nfrom django.db import migrations, models\nimport django.db.models.deletion\nimport sorl.thumbnail.fields\n\n\nclass Migration(migrations.Migration):\n dependencies = [('catalog', '0004_item')]\n operations = [migrations.CreateModel(name='ItemPhoto', fields=[('id',\n models.AutoField(auto_created=True, primary_key=True, serialize=\n False, verbose_name='ID')), ('photo', sorl.thumbnail.fields.\n ImageField(upload_to='catalog', verbose_name='image')), ('ordering',\n models.IntegerField(default=100, verbose_name='ordering')), ('item',\n models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=\n 'catalog.Item', verbose_name='catalog item'))], options={'ordering':\n ['ordering'], 'verbose_name': 'photo', 'verbose_name_plural':\n 'photos'})]\n", "<import token>\n\n\nclass Migration(migrations.Migration):\n dependencies = [('catalog', '0004_item')]\n operations = [migrations.CreateModel(name='ItemPhoto', fields=[('id',\n models.AutoField(auto_created=True, primary_key=True, serialize=\n False, verbose_name='ID')), ('photo', sorl.thumbnail.fields.\n ImageField(upload_to='catalog', verbose_name='image')), ('ordering',\n models.IntegerField(default=100, verbose_name='ordering')), ('item',\n models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=\n 'catalog.Item', verbose_name='catalog item'))], options={'ordering':\n ['ordering'], 'verbose_name': 'photo', 'verbose_name_plural':\n 'photos'})]\n", "<import token>\n\n\nclass Migration(migrations.Migration):\n <assignment token>\n <assignment token>\n", "<import token>\n<class token>\n" ]

[ "from django.test import TestCase, RequestFactory\nfrom django.db.models.query import QuerySet\nfrom solos.views import index, SoloDetailView\nfrom solos.models import Solo\nfrom albums.models import Album, Track\n\n\"\"\"\nNote that RequestFactory vs self.client.get('/', {'instrument': 'drums'}) \ndepends on the amount of isolation you want your unittest to be run on\nwith requestfactory giving more isolation\n\"\"\"\n\nclass SolosBaseTestCase(TestCase):\n \n def setUp(self):\n self.factory = RequestFactory()\n\n @classmethod\n def setUpClass(cls):\n # note difference with python2 which would be super(IndexViewTestCase,cls).setUpClass()\n super().setUpClass() \n cls.no_funny_hats = Album.objects.create(\n name='No Funny Hats',\n slug = 'no-funny-hats'\n )\n\n cls.bugle_call_rag = Track.objects.create(\n name='Bugle Call Rag',\n slug = 'bugle-call-rag',\n )\n \n cls.drum_solo = Solo.objects.create(\n instrument='drums',\n artist='Rich',\n track=cls.bugle_call_rag,\n slug='rich'\n )\n \n cls.giant_steps = Album.objects.create(\n name='Giant Steps',\n slug='giant-steps'\n )\n\n cls.mr_pc = Track.objects.create(\n name='Mr. PC',\n slug = 'mr-pc',\n album=cls.giant_steps\n )\n\n cls.bass_solo = Solo.objects.create(\n instrument='saxophone',\n artist='Coltrane',\n track=cls.my_pc,\n slug = 'coltrane'\n )\n \n\n\nclass IndexViewTestCase(SolosBaseTestCase):\n \"\"\" \n Subclass from SolosBaseTestCase for DRY\n \"\"\"\n def test_index_view_basic(self):\n \"\"\"\n Test that the view returns a 200 response and uses\n correct template\n \"\"\"\n request = self.factory.get(\"/\")\n with self.assertTemplateUsed('solos/index.html'):\n response = index(request)\n self.assertEqual(response.status_code, 200)\n\n def test_index_view_returns_solos(self):\n \"\"\"\n Test that the index view will attempt to return solos if \n query parameters exist\n \"\"\"\n # use self.client instead of RequestFactory \n # so that we can access response.context dictionary\n #* using client depends on existence of the URL unlike requestfactory\n response = self.client.get('/', {'instrument': 'drums'}) \n\n solos = response.context['solos']\n \n self.assertIs(type(solos), QuerySet)\n self.assertEqual(len(solos), 1)\n self.assertEqual(solos[0].artist,'Rich')\n\n self.assertIs(\n type(response.context['solos']),\n QuerySet\n )\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n def setUp(self):\n self.factory = RequestFactory()\n \n def test_basic(self):\n \"\"\"\n Test that the solo view returns a 200 response, uses\n the correct template and has the correct context\n \"\"\"\n #* using request factory is independent of existence of the path and calls the view as a function.\n #* it may well be get('nonesense/') unless this argument is needed in the view function\n #* it calls the view as a regular function and tests its effects\n request = self.factory.get('/solos/1/')\n # since view is class based\n response =SoloDetailView.as_view()(\n request,\n pk=self.drum_solo.pk\n )\n\n self.assertEqual(response.status_code, 200) # check that the drum is in database\n self.assertEqual(response.context_data['solo'].artist, 'Rich') # check that this drummers' name is correct\n # check that the template used for this detail is correct\n with self.assertTemplateUsed('solos/solo_detail.html'):\n # use render since we use the request factory\n response.render()\n", "from django.test import TestCase, RequestFactory\nfrom django.db.models.query import QuerySet\nfrom solos.views import index, SoloDetailView\nfrom solos.models import Solo\nfrom albums.models import Album, Track\n<docstring token>\n\n\nclass SolosBaseTestCase(TestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n\n @classmethod\n def setUpClass(cls):\n super().setUpClass()\n cls.no_funny_hats = Album.objects.create(name='No Funny Hats', slug\n ='no-funny-hats')\n cls.bugle_call_rag = Track.objects.create(name='Bugle Call Rag',\n slug='bugle-call-rag')\n cls.drum_solo = Solo.objects.create(instrument='drums', artist=\n 'Rich', track=cls.bugle_call_rag, slug='rich')\n cls.giant_steps = Album.objects.create(name='Giant Steps', slug=\n 'giant-steps')\n cls.mr_pc = Track.objects.create(name='Mr. PC', slug='mr-pc', album\n =cls.giant_steps)\n cls.bass_solo = Solo.objects.create(instrument='saxophone', artist=\n 'Coltrane', track=cls.my_pc, slug='coltrane')\n\n\nclass IndexViewTestCase(SolosBaseTestCase):\n \"\"\" \n Subclass from SolosBaseTestCase for DRY\n \"\"\"\n\n def test_index_view_basic(self):\n \"\"\"\n Test that the view returns a 200 response and uses\n correct template\n \"\"\"\n request = self.factory.get('/')\n with self.assertTemplateUsed('solos/index.html'):\n response = index(request)\n self.assertEqual(response.status_code, 200)\n\n def test_index_view_returns_solos(self):\n \"\"\"\n Test that the index view will attempt to return solos if \n query parameters exist\n \"\"\"\n response = self.client.get('/', {'instrument': 'drums'})\n solos = response.context['solos']\n self.assertIs(type(solos), QuerySet)\n self.assertEqual(len(solos), 1)\n self.assertEqual(solos[0].artist, 'Rich')\n self.assertIs(type(response.context['solos']), QuerySet)\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n\n def test_basic(self):\n \"\"\"\n Test that the solo view returns a 200 response, uses\n the correct template and has the correct context\n \"\"\"\n request = self.factory.get('/solos/1/')\n response = SoloDetailView.as_view()(request, pk=self.drum_solo.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response.context_data['solo'].artist, 'Rich')\n with self.assertTemplateUsed('solos/solo_detail.html'):\n response.render()\n", "<import token>\n<docstring token>\n\n\nclass SolosBaseTestCase(TestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n\n @classmethod\n def setUpClass(cls):\n super().setUpClass()\n cls.no_funny_hats = Album.objects.create(name='No Funny Hats', slug\n ='no-funny-hats')\n cls.bugle_call_rag = Track.objects.create(name='Bugle Call Rag',\n slug='bugle-call-rag')\n cls.drum_solo = Solo.objects.create(instrument='drums', artist=\n 'Rich', track=cls.bugle_call_rag, slug='rich')\n cls.giant_steps = Album.objects.create(name='Giant Steps', slug=\n 'giant-steps')\n cls.mr_pc = Track.objects.create(name='Mr. PC', slug='mr-pc', album\n =cls.giant_steps)\n cls.bass_solo = Solo.objects.create(instrument='saxophone', artist=\n 'Coltrane', track=cls.my_pc, slug='coltrane')\n\n\nclass IndexViewTestCase(SolosBaseTestCase):\n \"\"\" \n Subclass from SolosBaseTestCase for DRY\n \"\"\"\n\n def test_index_view_basic(self):\n \"\"\"\n Test that the view returns a 200 response and uses\n correct template\n \"\"\"\n request = self.factory.get('/')\n with self.assertTemplateUsed('solos/index.html'):\n response = index(request)\n self.assertEqual(response.status_code, 200)\n\n def test_index_view_returns_solos(self):\n \"\"\"\n Test that the index view will attempt to return solos if \n query parameters exist\n \"\"\"\n response = self.client.get('/', {'instrument': 'drums'})\n solos = response.context['solos']\n self.assertIs(type(solos), QuerySet)\n self.assertEqual(len(solos), 1)\n self.assertEqual(solos[0].artist, 'Rich')\n self.assertIs(type(response.context['solos']), QuerySet)\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n\n def test_basic(self):\n \"\"\"\n Test that the solo view returns a 200 response, uses\n the correct template and has the correct context\n \"\"\"\n request = self.factory.get('/solos/1/')\n response = SoloDetailView.as_view()(request, pk=self.drum_solo.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response.context_data['solo'].artist, 'Rich')\n with self.assertTemplateUsed('solos/solo_detail.html'):\n response.render()\n", "<import token>\n<docstring token>\n\n\nclass SolosBaseTestCase(TestCase):\n <function token>\n\n @classmethod\n def setUpClass(cls):\n super().setUpClass()\n cls.no_funny_hats = Album.objects.create(name='No Funny Hats', slug\n ='no-funny-hats')\n cls.bugle_call_rag = Track.objects.create(name='Bugle Call Rag',\n slug='bugle-call-rag')\n cls.drum_solo = Solo.objects.create(instrument='drums', artist=\n 'Rich', track=cls.bugle_call_rag, slug='rich')\n cls.giant_steps = Album.objects.create(name='Giant Steps', slug=\n 'giant-steps')\n cls.mr_pc = Track.objects.create(name='Mr. PC', slug='mr-pc', album\n =cls.giant_steps)\n cls.bass_solo = Solo.objects.create(instrument='saxophone', artist=\n 'Coltrane', track=cls.my_pc, slug='coltrane')\n\n\nclass IndexViewTestCase(SolosBaseTestCase):\n \"\"\" \n Subclass from SolosBaseTestCase for DRY\n \"\"\"\n\n def test_index_view_basic(self):\n \"\"\"\n Test that the view returns a 200 response and uses\n correct template\n \"\"\"\n request = self.factory.get('/')\n with self.assertTemplateUsed('solos/index.html'):\n response = index(request)\n self.assertEqual(response.status_code, 200)\n\n def test_index_view_returns_solos(self):\n \"\"\"\n Test that the index view will attempt to return solos if \n query parameters exist\n \"\"\"\n response = self.client.get('/', {'instrument': 'drums'})\n solos = response.context['solos']\n self.assertIs(type(solos), QuerySet)\n self.assertEqual(len(solos), 1)\n self.assertEqual(solos[0].artist, 'Rich')\n self.assertIs(type(response.context['solos']), QuerySet)\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n\n def test_basic(self):\n \"\"\"\n Test that the solo view returns a 200 response, uses\n the correct template and has the correct context\n \"\"\"\n request = self.factory.get('/solos/1/')\n response = SoloDetailView.as_view()(request, pk=self.drum_solo.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response.context_data['solo'].artist, 'Rich')\n with self.assertTemplateUsed('solos/solo_detail.html'):\n response.render()\n", "<import token>\n<docstring token>\n\n\nclass SolosBaseTestCase(TestCase):\n <function token>\n <function token>\n\n\nclass IndexViewTestCase(SolosBaseTestCase):\n \"\"\" \n Subclass from SolosBaseTestCase for DRY\n \"\"\"\n\n def test_index_view_basic(self):\n \"\"\"\n Test that the view returns a 200 response and uses\n correct template\n \"\"\"\n request = self.factory.get('/')\n with self.assertTemplateUsed('solos/index.html'):\n response = index(request)\n self.assertEqual(response.status_code, 200)\n\n def test_index_view_returns_solos(self):\n \"\"\"\n Test that the index view will attempt to return solos if \n query parameters exist\n \"\"\"\n response = self.client.get('/', {'instrument': 'drums'})\n solos = response.context['solos']\n self.assertIs(type(solos), QuerySet)\n self.assertEqual(len(solos), 1)\n self.assertEqual(solos[0].artist, 'Rich')\n self.assertIs(type(response.context['solos']), QuerySet)\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n\n def test_basic(self):\n \"\"\"\n Test that the solo view returns a 200 response, uses\n the correct template and has the correct context\n \"\"\"\n request = self.factory.get('/solos/1/')\n response = SoloDetailView.as_view()(request, pk=self.drum_solo.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response.context_data['solo'].artist, 'Rich')\n with self.assertTemplateUsed('solos/solo_detail.html'):\n response.render()\n", "<import token>\n<docstring token>\n<class token>\n\n\nclass IndexViewTestCase(SolosBaseTestCase):\n \"\"\" \n Subclass from SolosBaseTestCase for DRY\n \"\"\"\n\n def test_index_view_basic(self):\n \"\"\"\n Test that the view returns a 200 response and uses\n correct template\n \"\"\"\n request = self.factory.get('/')\n with self.assertTemplateUsed('solos/index.html'):\n response = index(request)\n self.assertEqual(response.status_code, 200)\n\n def test_index_view_returns_solos(self):\n \"\"\"\n Test that the index view will attempt to return solos if \n query parameters exist\n \"\"\"\n response = self.client.get('/', {'instrument': 'drums'})\n solos = response.context['solos']\n self.assertIs(type(solos), QuerySet)\n self.assertEqual(len(solos), 1)\n self.assertEqual(solos[0].artist, 'Rich')\n self.assertIs(type(response.context['solos']), QuerySet)\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n\n def test_basic(self):\n \"\"\"\n Test that the solo view returns a 200 response, uses\n the correct template and has the correct context\n \"\"\"\n request = self.factory.get('/solos/1/')\n response = SoloDetailView.as_view()(request, pk=self.drum_solo.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response.context_data['solo'].artist, 'Rich')\n with self.assertTemplateUsed('solos/solo_detail.html'):\n response.render()\n", "<import token>\n<docstring token>\n<class token>\n\n\nclass IndexViewTestCase(SolosBaseTestCase):\n <docstring token>\n\n def test_index_view_basic(self):\n \"\"\"\n Test that the view returns a 200 response and uses\n correct template\n \"\"\"\n request = self.factory.get('/')\n with self.assertTemplateUsed('solos/index.html'):\n response = index(request)\n self.assertEqual(response.status_code, 200)\n\n def test_index_view_returns_solos(self):\n \"\"\"\n Test that the index view will attempt to return solos if \n query parameters exist\n \"\"\"\n response = self.client.get('/', {'instrument': 'drums'})\n solos = response.context['solos']\n self.assertIs(type(solos), QuerySet)\n self.assertEqual(len(solos), 1)\n self.assertEqual(solos[0].artist, 'Rich')\n self.assertIs(type(response.context['solos']), QuerySet)\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n\n def test_basic(self):\n \"\"\"\n Test that the solo view returns a 200 response, uses\n the correct template and has the correct context\n \"\"\"\n request = self.factory.get('/solos/1/')\n response = SoloDetailView.as_view()(request, pk=self.drum_solo.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response.context_data['solo'].artist, 'Rich')\n with self.assertTemplateUsed('solos/solo_detail.html'):\n response.render()\n", "<import token>\n<docstring token>\n<class token>\n\n\nclass IndexViewTestCase(SolosBaseTestCase):\n <docstring token>\n <function token>\n\n def test_index_view_returns_solos(self):\n \"\"\"\n Test that the index view will attempt to return solos if \n query parameters exist\n \"\"\"\n response = self.client.get('/', {'instrument': 'drums'})\n solos = response.context['solos']\n self.assertIs(type(solos), QuerySet)\n self.assertEqual(len(solos), 1)\n self.assertEqual(solos[0].artist, 'Rich')\n self.assertIs(type(response.context['solos']), QuerySet)\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n\n def test_basic(self):\n \"\"\"\n Test that the solo view returns a 200 response, uses\n the correct template and has the correct context\n \"\"\"\n request = self.factory.get('/solos/1/')\n response = SoloDetailView.as_view()(request, pk=self.drum_solo.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response.context_data['solo'].artist, 'Rich')\n with self.assertTemplateUsed('solos/solo_detail.html'):\n response.render()\n", "<import token>\n<docstring token>\n<class token>\n\n\nclass IndexViewTestCase(SolosBaseTestCase):\n <docstring token>\n <function token>\n <function token>\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n\n def test_basic(self):\n \"\"\"\n Test that the solo view returns a 200 response, uses\n the correct template and has the correct context\n \"\"\"\n request = self.factory.get('/solos/1/')\n response = SoloDetailView.as_view()(request, pk=self.drum_solo.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response.context_data['solo'].artist, 'Rich')\n with self.assertTemplateUsed('solos/solo_detail.html'):\n response.render()\n", "<import token>\n<docstring token>\n<class token>\n<class token>\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n\n def test_basic(self):\n \"\"\"\n Test that the solo view returns a 200 response, uses\n the correct template and has the correct context\n \"\"\"\n request = self.factory.get('/solos/1/')\n response = SoloDetailView.as_view()(request, pk=self.drum_solo.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response.context_data['solo'].artist, 'Rich')\n with self.assertTemplateUsed('solos/solo_detail.html'):\n response.render()\n", "<import token>\n<docstring token>\n<class token>\n<class token>\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n\n def setUp(self):\n self.factory = RequestFactory()\n <function token>\n", "<import token>\n<docstring token>\n<class token>\n<class token>\n\n\nclass SoloViewTestCase(SolosBaseTestCase):\n <function token>\n <function token>\n", "<import token>\n<docstring token>\n<class token>\n<class token>\n<class token>\n" ]

[ "from django.contrib import admin\nfrom .models import Hood,Calls\n\nclass HoodAdmin(admin.ModelAdmin):\n admin.site.register(Hood)\n admin.site.register(Calls)\n", "from django.contrib import admin\nfrom .models import Hood, Calls\n\n\nclass HoodAdmin(admin.ModelAdmin):\n admin.site.register(Hood)\n admin.site.register(Calls)\n", "<import token>\n\n\nclass HoodAdmin(admin.ModelAdmin):\n admin.site.register(Hood)\n admin.site.register(Calls)\n", "<import token>\n<class token>\n" ]

[ "#!/usr/bin/env python3\nfrom paint import paint\nimport sys\nfrom time import sleep\nimport numpy as np\n\"\"\"\n# Sample format to answer pattern questions \n# assuming the pattern would be frag0:\n..*\n**.\n.**\n#############################################\n# Reread the instructions for assignment 1: make sure\n# that you have the version with due date SUNDAY.\n# Every student submits their own assignment.\n* Delete the names and ccids below, and put\n# the names and ccids of all members of your group, including you. \n# name ccid\ncole stevenson crsteven\nDuncan Krammer krammer\nShridhar Patel spatel1\nColman Koivisto koivisto\nKhrystina Vrublevska vrublevs\n\n#############################################\n# Your answer to question 1-a:\n\na glider needs a grid that's unbounded for the whole simulation\n\n.*.\n..*\n***\n\nthis is because the glider doens't die out and constantly moves\nacross the grid\n\n#############################################\n# Your answer to question 1-b:\n\na gosper glider gun is a pattern whose number of cells alive at any one \ntime is unbounded\n\n.......................**.........**..\n......................*.*.........**..\n**.......**...........**..............\n**......*.*...........................\n........**......**....................\n................*.*...................\n................*.....................\n...................................**.\n...................................*.*\n...................................*..\n......................................\n......................................\n........................***...........\n........................*.............\n.........................*............\n\nthat is because the gun shoots out gliders and those gliders keep upping\nthe live cell count indefinitely\n\n#############################################\n# Your answer to question 2:\n\nFor starters, life-np uses the numpy array instaad of the row array, which \nmakes the indexing easier. The num-nbrs function from life.py isnt' needed\nin life-np because it's functionality is merged with next state. \n\nConcerning the \"infinity\" of the grid in life.py: the grid isn't actually \ninfinite. The file has a pad function that adds new rows and columns anytime\nthe pattern reaches the edge.\n\nHaving a guarded board simplifies num_nbrsbecause the function doesn't have \nto check for the edges of the board on each iteration. There is no need to\npass the board dimentions as arguments to it.\n\n#############################################\n# Follow the assignment 1 instructions and\n# make the changes requested in question 3.\n# Then come back and fill in the answer to\n# question 3-c:\n\n..........*...\n...........*..\n.........***..\n..............\n..............\n\niterations 260\n\n#############################################\n\"\"\"\n\"\"\"\nbased on life-np.py from course repo\n\"\"\"\n\n\nPTS = '.*#'\nDEAD, ALIVE, WALL = 0, 1, 2\nDCH, ACH, GCH = PTS[DEAD], PTS[ALIVE], PTS[WALL]\n\n\ndef point(r, c, cols): return c + r*cols\n\n\"\"\"\nboard functions\n * represent board as 2-dimensional array\n\"\"\"\n\n\ndef get_board():\n\tB = []\n\tprint(sys.argv[1])\n\twith open(sys.argv[1]) as f:\n\t\tfor line in f:\n\t\t\tB.append(line.rstrip().replace(' ', ''))\n\t\trows, cols = len(B), len(B[0])\n\t\tfor j in range(1, rows):\n\t\t\tassert(len(B[j]) == cols)\n\t\treturn B, rows, cols\n\n\ndef convert_board(B, r, c): # from string to numpy array\n\tA = np.zeros((r, c), dtype=np.int8)\n\tfor j in range(r):\n\t\tfor k in range(c):\n\t\t\tif B[j][k] == ACH:\n\t\t\t\tA[j, k] = ALIVE\n\treturn A\n\n\ndef expand_grid(A, r, c, t): # add t empty rows and columns on each side\n\tN = np.zeros((r+2*t, c+2*t), dtype=np.int8)\n\tfor j in range(r):\n\t\tfor k in range(c):\n\t\t\tif A[j][k] == ALIVE:\n\t\t\t\tN[j+t, k+t] = ALIVE\n\treturn N, r+2*t, c+2*t\n\n\ndef print_array(A, r, c):\n\tprint('')\n\tfor j in range(r):\n\t\tout = ''\n\t\tfor k in range(c):\n\t\t\tout += ACH if A[j, k] == ALIVE else DCH\n\t\tprint(out)\n\n\ndef show_array(A, r, c):\n\tfor j in range(r):\n\t\tline = ''\n\t\tfor k in range(c):\n\t\t\tline += str(A[j, k])\n\t\tprint(line)\n\tprint('')\n\n\n\"\"\" \nConway's next-state formula\n\"\"\"\n\n\ndef next_state(A, r, c):\n\tN = np.zeros((r, c), dtype=np.int8)\n\tchanged = False\n\tfor j in range(r):\n\t\tfor k in range(c):\n\t\t\tnum = 0\n\t\t\tif j > 0 and k > 0 and A[j-1, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif j > 0 and A[j-1, k] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif j > 0 and k < c-1 and A[j-1, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif k > 0 and A[j, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif k < c-1 and A[j, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif j < r-1 and k > 0 and A[j+1, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif j < r-1 and A[j+1, k] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif j < r-1 and k < c-1 and A[j+1, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k] == ALIVE:\n\t\t\t\tif num > 1 and num < 4:\n\t\t\t\t\tN[j, k] = ALIVE\n\t\t\t\telse:\n\t\t\t\t\tN[j, k] = DEAD\n\t\t\t\t\tchanged = True\n\t\t\telse:\n\t\t\t\tif num == 3:\n\t\t\t\t\tN[j, k] = ALIVE\n\t\t\t\t\tchanged = True\n\t\t\t\telse:\n\t\t\t\t\tN[j, k] = DEAD\n\treturn N, changed\n\n\n#############################################\n\"\"\" \nProvide your code for the function \nnext_state2 that (for the usual bounded\nrectangular grid) calls the function num_nbrs2,\nand delete the raise error statement:\n\"\"\"\n\n\ndef next_state2(A, r, c):\n\tN = np.zeros((r, c), dtype=np.int8)\n\tchanged = False\n\tfor j in range(r):\n\t\tfor k in range(c):\n\t\t\tnum = num_nbrs2(A, r, j, c, k)\n\t\t\tif A[j, k] == ALIVE:\n\t\t\t\tif num > 1 and num < 4:\n\t\t\t\t\tN[j, k] = ALIVE\n\t\t\t\telse:\n\t\t\t\t\tN[j, k] = DEAD\n\t\t\t\t\tchanged = True\n\t\t\telse:\n\t\t\t\tif num == 3:\n\t\t\t\t\tN[j, k] = ALIVE\n\t\t\t\t\tchanged = True\n\t\t\t\telse:\n\t\t\t\t\tN[j, k] = DEAD\n\treturn N, changed\n#############################################\n\n\n#############################################\n\"\"\" \nProvide your code for the function \nnum_nbrs2 here and delete the raise error\nstatement:\n\"\"\"\n\n\ndef num_nbrs2(A, r, j, c, k):\n\tnum = 0\n\tif j > 0 and k > 0 and A[j-1, k-1] == ALIVE:\n\t\tnum += 1\n\tif j > 0 and A[j-1, k] == ALIVE:\n\t\tnum += 1\n\tif j > 0 and k < c-1 and A[j-1, k+1] == ALIVE:\n\t\tnum += 1\n\tif k > 0 and A[j, k-1] == ALIVE:\n\t\tnum += 1\n\tif k < c-1 and A[j, k+1] == ALIVE:\n\t\tnum += 1\n\tif j < r-1 and k > 0 and A[j+1, k-1] == ALIVE:\n\t\tnum += 1\n\tif j < r-1 and A[j+1, k] == ALIVE:\n\t\tnum += 1\n\tif j < r-1 and k < c-1 and A[j+1, k+1] == ALIVE:\n\t\tnum += 1\n\treturn num\n\t\n#############################################\n\n\n#############################################\n\"\"\" \nProvide your code for the function \nnext_state_torus here and delete the raise \nerror statement:\n\"\"\"\n\n\ndef next_state_torus(A, r, c):\n\tN = np.zeros((r, c), dtype=np.int8)\n\tchanged = False\n\tfor j in range(r):\n\t\tfor k in range(c):\n\t\t\tnum = num_nbrs_torus(A, r, j, c, k)\n\t\t\tif A[j, k] == ALIVE:\n\t\t\t\tif num > 1 and num < 4:\n\t\t\t\t\tN[j, k] = ALIVE\n\t\t\t\telse:\n\t\t\t\t\tN[j, k] = DEAD\n\t\t\t\t\tchanged = True\n\t\t\telse:\n\t\t\t\tif num == 3:\n\t\t\t\t\tN[j, k] = ALIVE\n\t\t\t\t\tchanged = True\n\t\t\t\telse:\n\t\t\t\t\tN[j, k] = DEAD\n\treturn N, changed\n#############################################\n\n#############################################\n\"\"\" \nProvide your code for the function \nnum_nbrs_torus here and delete the raise \nerror statement:\n\"\"\"\ndef num_nbrs_torus(A, r, j, c, k): \n\t\"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n\tnum = 0\n\tr = r - 1 # to account for off by one errors\n\tc = c - 1\n\tif j == 0:\n\t\tif k == 0:\n\t\t\t# top left corner edge case\n\t\t\tif A[r, c] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, c] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, c] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\t\tif A[r, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\tif k > 0 and k < c:\n\t\t\t# top row minus corners edge cases\n\t\t\tif A[r, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\t\tif A[r, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\n\t\tif k == c:\n\t\t\t# top right corner edge case\n\t\t\tif A[r, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\t\tif A[r, 0] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, 0] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, 0] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\n\t\tif A[j+1,k] == ALIVE:\n\t\t\tnum += 1\n\t\tif A[r, k] == ALIVE:\n\t\t\tnum += 1\n\n\tif j > 0 and j < r:\n\t\tif k == 0:\n\t\t\t# left side minus corners edge cases\n\t\t\tif A[j-1, c] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, c] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, c] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\t\tif A[j-1, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\tif k > 0 and k < c:\n\t\t\t# center\n\t\t\tif A[j-1, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\t\tif A[j-1, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\n\t\tif k == c:\n\t\t\t# right side minus corners edge cases\n\t\t\tif A[j-1, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\t\tif A[j-1, 0] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, 0] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j+1, 0] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\n\t\tif A[j+1,k] == ALIVE:\n\t\t\tnum += 1\n\t\tif A[j-1, k] == ALIVE:\n\t\t\tnum += 1\n\n\n\tif j == r:\n\t\tif k == 0:\n\t\t\t# bottom left corner edge cases\n\t\t\tif A[j-1, c] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, c] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[0, c] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\t\tif A[0, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j-1, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\tif k > 0 and k < c:\n\t\t\t# bottom row minus corners edge cases\n\t\t\tif A[0, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j-1, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\t\tif A[0, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j-1, k+1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\n\t\tif k == c:\n\t\t\t# bottom right corner edge cases\n\t\t\tif A[0, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j-1, k-1] == ALIVE:\n\t\t\t\tnum += 1\n\n\t\t\tif A[0, 0] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j, 0] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\tif A[j-1, 0] == ALIVE:\n\t\t\t\tnum += 1\n\t\t\n\t\tif A[j-1,k] == ALIVE:\n\t\t\tnum += 1\n\t\tif A[0, k] == ALIVE:\n\t\t\tnum += 1\n\t\n\treturn num\n#############################################\n\n\n\"\"\"\ninput, output\n\"\"\"\n\npause = 0.0\n\n#############################################\n\"\"\" \nModify interact as necessary to run the code:\n\"\"\"\n#############################################\n\n\ndef interact(max_itn):\n\titn = 0\n\tB, r, c = get_board()\n\tprint(B)\n\tX = convert_board(B, r, c)\n\tA, r, c = expand_grid(X, r, c, 0)\n\tprint_array(A, r, c)\n\twhile itn <= max_itn:\n\t\tsleep(pause)\n\t\tnewA, delta = next_state2(A, r, c)\n\t\tif not delta:\n\t\t\tbreak\n\t\titn += 1\n\t\tA = newA\n\t\tprint_array(A, r, c)\n\tprint('\\niterations', itn)\n\n\ndef main():\n\tinteract(259)\n\n\nif __name__ == '__main__':\n\tmain()\n", "from paint import paint\nimport sys\nfrom time import sleep\nimport numpy as np\n<docstring token>\nPTS = '.*#'\nDEAD, ALIVE, WALL = 0, 1, 2\nDCH, ACH, GCH = PTS[DEAD], PTS[ALIVE], PTS[WALL]\n\n\ndef point(r, c, cols):\n return c + r * cols\n\n\n<docstring token>\n\n\ndef get_board():\n B = []\n print(sys.argv[1])\n with open(sys.argv[1]) as f:\n for line in f:\n B.append(line.rstrip().replace(' ', ''))\n rows, cols = len(B), len(B[0])\n for j in range(1, rows):\n assert len(B[j]) == cols\n return B, rows, cols\n\n\ndef convert_board(B, r, c):\n A = np.zeros((r, c), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if B[j][k] == ACH:\n A[j, k] = ALIVE\n return A\n\n\ndef expand_grid(A, r, c, t):\n N = np.zeros((r + 2 * t, c + 2 * t), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if A[j][k] == ALIVE:\n N[j + t, k + t] = ALIVE\n return N, r + 2 * t, c + 2 * t\n\n\ndef print_array(A, r, c):\n print('')\n for j in range(r):\n out = ''\n for k in range(c):\n out += ACH if A[j, k] == ALIVE else DCH\n print(out)\n\n\ndef show_array(A, r, c):\n for j in range(r):\n line = ''\n for k in range(c):\n line += str(A[j, k])\n print(line)\n print('')\n\n\n<docstring token>\n\n\ndef next_state(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\npause = 0.0\n<docstring token>\n\n\ndef interact(max_itn):\n itn = 0\n B, r, c = get_board()\n print(B)\n X = convert_board(B, r, c)\n A, r, c = expand_grid(X, r, c, 0)\n print_array(A, r, c)\n while itn <= max_itn:\n sleep(pause)\n newA, delta = next_state2(A, r, c)\n if not delta:\n break\n itn += 1\n A = newA\n print_array(A, r, c)\n print('\\niterations', itn)\n\n\ndef main():\n interact(259)\n\n\nif __name__ == '__main__':\n main()\n", "<import token>\n<docstring token>\nPTS = '.*#'\nDEAD, ALIVE, WALL = 0, 1, 2\nDCH, ACH, GCH = PTS[DEAD], PTS[ALIVE], PTS[WALL]\n\n\ndef point(r, c, cols):\n return c + r * cols\n\n\n<docstring token>\n\n\ndef get_board():\n B = []\n print(sys.argv[1])\n with open(sys.argv[1]) as f:\n for line in f:\n B.append(line.rstrip().replace(' ', ''))\n rows, cols = len(B), len(B[0])\n for j in range(1, rows):\n assert len(B[j]) == cols\n return B, rows, cols\n\n\ndef convert_board(B, r, c):\n A = np.zeros((r, c), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if B[j][k] == ACH:\n A[j, k] = ALIVE\n return A\n\n\ndef expand_grid(A, r, c, t):\n N = np.zeros((r + 2 * t, c + 2 * t), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if A[j][k] == ALIVE:\n N[j + t, k + t] = ALIVE\n return N, r + 2 * t, c + 2 * t\n\n\ndef print_array(A, r, c):\n print('')\n for j in range(r):\n out = ''\n for k in range(c):\n out += ACH if A[j, k] == ALIVE else DCH\n print(out)\n\n\ndef show_array(A, r, c):\n for j in range(r):\n line = ''\n for k in range(c):\n line += str(A[j, k])\n print(line)\n print('')\n\n\n<docstring token>\n\n\ndef next_state(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\npause = 0.0\n<docstring token>\n\n\ndef interact(max_itn):\n itn = 0\n B, r, c = get_board()\n print(B)\n X = convert_board(B, r, c)\n A, r, c = expand_grid(X, r, c, 0)\n print_array(A, r, c)\n while itn <= max_itn:\n sleep(pause)\n newA, delta = next_state2(A, r, c)\n if not delta:\n break\n itn += 1\n A = newA\n print_array(A, r, c)\n print('\\niterations', itn)\n\n\ndef main():\n interact(259)\n\n\nif __name__ == '__main__':\n main()\n", "<import token>\n<docstring token>\n<assignment token>\n\n\ndef point(r, c, cols):\n return c + r * cols\n\n\n<docstring token>\n\n\ndef get_board():\n B = []\n print(sys.argv[1])\n with open(sys.argv[1]) as f:\n for line in f:\n B.append(line.rstrip().replace(' ', ''))\n rows, cols = len(B), len(B[0])\n for j in range(1, rows):\n assert len(B[j]) == cols\n return B, rows, cols\n\n\ndef convert_board(B, r, c):\n A = np.zeros((r, c), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if B[j][k] == ACH:\n A[j, k] = ALIVE\n return A\n\n\ndef expand_grid(A, r, c, t):\n N = np.zeros((r + 2 * t, c + 2 * t), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if A[j][k] == ALIVE:\n N[j + t, k + t] = ALIVE\n return N, r + 2 * t, c + 2 * t\n\n\ndef print_array(A, r, c):\n print('')\n for j in range(r):\n out = ''\n for k in range(c):\n out += ACH if A[j, k] == ALIVE else DCH\n print(out)\n\n\ndef show_array(A, r, c):\n for j in range(r):\n line = ''\n for k in range(c):\n line += str(A[j, k])\n print(line)\n print('')\n\n\n<docstring token>\n\n\ndef next_state(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n\n\ndef interact(max_itn):\n itn = 0\n B, r, c = get_board()\n print(B)\n X = convert_board(B, r, c)\n A, r, c = expand_grid(X, r, c, 0)\n print_array(A, r, c)\n while itn <= max_itn:\n sleep(pause)\n newA, delta = next_state2(A, r, c)\n if not delta:\n break\n itn += 1\n A = newA\n print_array(A, r, c)\n print('\\niterations', itn)\n\n\ndef main():\n interact(259)\n\n\nif __name__ == '__main__':\n main()\n", "<import token>\n<docstring token>\n<assignment token>\n\n\ndef point(r, c, cols):\n return c + r * cols\n\n\n<docstring token>\n\n\ndef get_board():\n B = []\n print(sys.argv[1])\n with open(sys.argv[1]) as f:\n for line in f:\n B.append(line.rstrip().replace(' ', ''))\n rows, cols = len(B), len(B[0])\n for j in range(1, rows):\n assert len(B[j]) == cols\n return B, rows, cols\n\n\ndef convert_board(B, r, c):\n A = np.zeros((r, c), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if B[j][k] == ACH:\n A[j, k] = ALIVE\n return A\n\n\ndef expand_grid(A, r, c, t):\n N = np.zeros((r + 2 * t, c + 2 * t), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if A[j][k] == ALIVE:\n N[j + t, k + t] = ALIVE\n return N, r + 2 * t, c + 2 * t\n\n\ndef print_array(A, r, c):\n print('')\n for j in range(r):\n out = ''\n for k in range(c):\n out += ACH if A[j, k] == ALIVE else DCH\n print(out)\n\n\ndef show_array(A, r, c):\n for j in range(r):\n line = ''\n for k in range(c):\n line += str(A[j, k])\n print(line)\n print('')\n\n\n<docstring token>\n\n\ndef next_state(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n\n\ndef interact(max_itn):\n itn = 0\n B, r, c = get_board()\n print(B)\n X = convert_board(B, r, c)\n A, r, c = expand_grid(X, r, c, 0)\n print_array(A, r, c)\n while itn <= max_itn:\n sleep(pause)\n newA, delta = next_state2(A, r, c)\n if not delta:\n break\n itn += 1\n A = newA\n print_array(A, r, c)\n print('\\niterations', itn)\n\n\ndef main():\n interact(259)\n\n\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n\n\ndef point(r, c, cols):\n return c + r * cols\n\n\n<docstring token>\n<function token>\n\n\ndef convert_board(B, r, c):\n A = np.zeros((r, c), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if B[j][k] == ACH:\n A[j, k] = ALIVE\n return A\n\n\ndef expand_grid(A, r, c, t):\n N = np.zeros((r + 2 * t, c + 2 * t), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if A[j][k] == ALIVE:\n N[j + t, k + t] = ALIVE\n return N, r + 2 * t, c + 2 * t\n\n\ndef print_array(A, r, c):\n print('')\n for j in range(r):\n out = ''\n for k in range(c):\n out += ACH if A[j, k] == ALIVE else DCH\n print(out)\n\n\ndef show_array(A, r, c):\n for j in range(r):\n line = ''\n for k in range(c):\n line += str(A[j, k])\n print(line)\n print('')\n\n\n<docstring token>\n\n\ndef next_state(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n\n\ndef interact(max_itn):\n itn = 0\n B, r, c = get_board()\n print(B)\n X = convert_board(B, r, c)\n A, r, c = expand_grid(X, r, c, 0)\n print_array(A, r, c)\n while itn <= max_itn:\n sleep(pause)\n newA, delta = next_state2(A, r, c)\n if not delta:\n break\n itn += 1\n A = newA\n print_array(A, r, c)\n print('\\niterations', itn)\n\n\ndef main():\n interact(259)\n\n\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n\n\ndef point(r, c, cols):\n return c + r * cols\n\n\n<docstring token>\n<function token>\n\n\ndef convert_board(B, r, c):\n A = np.zeros((r, c), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if B[j][k] == ACH:\n A[j, k] = ALIVE\n return A\n\n\ndef expand_grid(A, r, c, t):\n N = np.zeros((r + 2 * t, c + 2 * t), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if A[j][k] == ALIVE:\n N[j + t, k + t] = ALIVE\n return N, r + 2 * t, c + 2 * t\n\n\ndef print_array(A, r, c):\n print('')\n for j in range(r):\n out = ''\n for k in range(c):\n out += ACH if A[j, k] == ALIVE else DCH\n print(out)\n\n\ndef show_array(A, r, c):\n for j in range(r):\n line = ''\n for k in range(c):\n line += str(A[j, k])\n print(line)\n print('')\n\n\n<docstring token>\n\n\ndef next_state(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n\n\ndef main():\n interact(259)\n\n\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n\n\ndef point(r, c, cols):\n return c + r * cols\n\n\n<docstring token>\n<function token>\n\n\ndef convert_board(B, r, c):\n A = np.zeros((r, c), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if B[j][k] == ACH:\n A[j, k] = ALIVE\n return A\n\n\ndef expand_grid(A, r, c, t):\n N = np.zeros((r + 2 * t, c + 2 * t), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if A[j][k] == ALIVE:\n N[j + t, k + t] = ALIVE\n return N, r + 2 * t, c + 2 * t\n\n\n<function token>\n\n\ndef show_array(A, r, c):\n for j in range(r):\n line = ''\n for k in range(c):\n line += str(A[j, k])\n print(line)\n print('')\n\n\n<docstring token>\n\n\ndef next_state(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n\n\ndef main():\n interact(259)\n\n\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n\n\ndef point(r, c, cols):\n return c + r * cols\n\n\n<docstring token>\n<function token>\n\n\ndef convert_board(B, r, c):\n A = np.zeros((r, c), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if B[j][k] == ACH:\n A[j, k] = ALIVE\n return A\n\n\n<function token>\n<function token>\n\n\ndef show_array(A, r, c):\n for j in range(r):\n line = ''\n for k in range(c):\n line += str(A[j, k])\n print(line)\n print('')\n\n\n<docstring token>\n\n\ndef next_state(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n\n\ndef main():\n interact(259)\n\n\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n\n\ndef point(r, c, cols):\n return c + r * cols\n\n\n<docstring token>\n<function token>\n\n\ndef convert_board(B, r, c):\n A = np.zeros((r, c), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if B[j][k] == ACH:\n A[j, k] = ALIVE\n return A\n\n\n<function token>\n<function token>\n\n\ndef show_array(A, r, c):\n for j in range(r):\n line = ''\n for k in range(c):\n line += str(A[j, k])\n print(line)\n print('')\n\n\n<docstring token>\n<function token>\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n\n\ndef main():\n interact(259)\n\n\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n<docstring token>\n<function token>\n\n\ndef convert_board(B, r, c):\n A = np.zeros((r, c), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if B[j][k] == ACH:\n A[j, k] = ALIVE\n return A\n\n\n<function token>\n<function token>\n\n\ndef show_array(A, r, c):\n for j in range(r):\n line = ''\n for k in range(c):\n line += str(A[j, k])\n print(line)\n print('')\n\n\n<docstring token>\n<function token>\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n\n\ndef main():\n interact(259)\n\n\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n<docstring token>\n<function token>\n\n\ndef convert_board(B, r, c):\n A = np.zeros((r, c), dtype=np.int8)\n for j in range(r):\n for k in range(c):\n if B[j][k] == ACH:\n A[j, k] = ALIVE\n return A\n\n\n<function token>\n<function token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n\n\ndef main():\n interact(259)\n\n\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n<docstring token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n\n\ndef next_state2(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs2(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n\n\ndef main():\n interact(259)\n\n\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n<docstring token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n\n\ndef main():\n interact(259)\n\n\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n<docstring token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n\n\ndef num_nbrs2(A, r, j, c, k):\n num = 0\n if j > 0 and k > 0 and A[j - 1, k - 1] == ALIVE:\n num += 1\n if j > 0 and A[j - 1, k] == ALIVE:\n num += 1\n if j > 0 and k < c - 1 and A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and A[j, k - 1] == ALIVE:\n num += 1\n if k < c - 1 and A[j, k + 1] == ALIVE:\n num += 1\n if j < r - 1 and k > 0 and A[j + 1, k - 1] == ALIVE:\n num += 1\n if j < r - 1 and A[j + 1, k] == ALIVE:\n num += 1\n if j < r - 1 and k < c - 1 and A[j + 1, k + 1] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n<function token>\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n<docstring token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n\n\ndef next_state_torus(A, r, c):\n N = np.zeros((r, c), dtype=np.int8)\n changed = False\n for j in range(r):\n for k in range(c):\n num = num_nbrs_torus(A, r, j, c, k)\n if A[j, k] == ALIVE:\n if num > 1 and num < 4:\n N[j, k] = ALIVE\n else:\n N[j, k] = DEAD\n changed = True\n elif num == 3:\n N[j, k] = ALIVE\n changed = True\n else:\n N[j, k] = DEAD\n return N, changed\n\n\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n<function token>\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n<docstring token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n\n\ndef num_nbrs_torus(A, r, j, c, k):\n \"\"\" Counts number of neighbours for a torus.\n\n\tArgs:\n\t\tA: the numpy board\n\t\tr: number of rows in the board\n\t\tj: current row of the cell in the iteration\n\t\tc: number of columns in the board\n\t\tk: current column of the cell in the iteration\n\t\n\tReturns:\n\t\tnum: the number of neighbours\n\t\"\"\"\n num = 0\n r = r - 1\n c = c - 1\n if j == 0:\n if k == 0:\n if A[r, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[r, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[r, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[r, k] == ALIVE:\n num += 1\n if j > 0 and j < r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[j + 1, c] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j + 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j + 1, k - 1] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j + 1, 0] == ALIVE:\n num += 1\n if A[j + 1, k] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if j == r:\n if k == 0:\n if A[j - 1, c] == ALIVE:\n num += 1\n if A[j, c] == ALIVE:\n num += 1\n if A[0, c] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k > 0 and k < c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, k + 1] == ALIVE:\n num += 1\n if A[j, k + 1] == ALIVE:\n num += 1\n if A[j - 1, k + 1] == ALIVE:\n num += 1\n if k == c:\n if A[0, k - 1] == ALIVE:\n num += 1\n if A[j, k - 1] == ALIVE:\n num += 1\n if A[j - 1, k - 1] == ALIVE:\n num += 1\n if A[0, 0] == ALIVE:\n num += 1\n if A[j, 0] == ALIVE:\n num += 1\n if A[j - 1, 0] == ALIVE:\n num += 1\n if A[j - 1, k] == ALIVE:\n num += 1\n if A[0, k] == ALIVE:\n num += 1\n return num\n\n\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n<function token>\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n<docstring token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<function token>\n<docstring token>\n<assignment token>\n<docstring token>\n<function token>\n<function token>\n<code token>\n" ]

[ "# -*- coding: utf-8 -*-\n\"\"\"\nscripteo personal \nCreated on Tue Jan 23 11:44:15 2018\n\n@author: yo\n\"\"\"\n\n#ESTRUCTURAS TEMPORALES\n\n#Semana\nsemana = [\"Lunes\", \"Martes\", \"Miercoles\", \"Jueves\", \"Viernes\", \"Sabado\", \"Domingo\"]\n\n#año\naño = [\"Enero\", \"Febrero\",\"Marzo\", \"Mayo\", \"Abril\", \"Junio\",\"Julio\", \"Agosto\",\"Septiembre\",\"Octubre\", \"Noviembre\", \"Diciembre\"]\nprint (año[11])\n\n\n#actividades\nactividades = [\"Casa del Axolote\", \"Amor/familia\", \"Investigación/desarrollo/educación\", \"Gaming\", \"Investing\"]\n\n\n#Estructuras económicas\n\n#cashflows \ncashflows = [\"Renta\", \"Ventas\", \"Salario Jess\", \"Salario CaX\", \"Bono anual\"]\ncashflows_en_desarrollo = [\"Restaurante\", \"Ventas\", \"Bono anual\", \"Inversiones\"]\n\n#cashflows que se ponen a funcionar claramente en este año\ncashflows_en_desarrollo_corto_plazo = [\"Restaurante\", \"Ventas\", \"Bono anual\"]\ncahsflows_en_desarrollo_corto_plazo_indies = [\"Restaurante\", \"Ventas\"] \n\n#Ingreso mensual 2018\n\nrenta = 5000\nsalario_cax = 2500\nventas_bajas = 4000\nventas_medias = 8000\nventas_altas = 15000\nsalario_jess = 9000\n\nrestaurante = \n\ningreso_mensual_2018 = renta + salario_cax + salario_jess + ventas_bajas \nprint(ingreso_mensual_2018)\n\n#gasto mensual 2018\n\npago_carro = 7000\npago_escuela = 1000\nsemana = 1000\ngasolina = 1200\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n" ]

[ "import pandas as pd\n\n\ndef count_elements(path):\n \"\"\" gets the file, converts into a dictionary, \n counts the number of different elements \n and returns the dataframe\"\"\"\n count = 0\n with open(path, 'r') as f:\n groups = f.read().split('\\n\\n')\n for idx in range(len(groups)):\n word = groups[idx].split('\\n')\n no_of_ele = len(word)\n for i in range(no_of_ele-1):\n word[0] = word[0]+word[i+1]\n count += len(''.join(set(word[0])))\n return count\n\n\npath = 'data/day6.txt'\n\nnr = count_elements(path)\nnr\n", "import pandas as pd\n\n\ndef count_elements(path):\n \"\"\" gets the file, converts into a dictionary, \n counts the number of different elements \n and returns the dataframe\"\"\"\n count = 0\n with open(path, 'r') as f:\n groups = f.read().split('\\n\\n')\n for idx in range(len(groups)):\n word = groups[idx].split('\\n')\n no_of_ele = len(word)\n for i in range(no_of_ele - 1):\n word[0] = word[0] + word[i + 1]\n count += len(''.join(set(word[0])))\n return count\n\n\npath = 'data/day6.txt'\nnr = count_elements(path)\nnr\n", "<import token>\n\n\ndef count_elements(path):\n \"\"\" gets the file, converts into a dictionary, \n counts the number of different elements \n and returns the dataframe\"\"\"\n count = 0\n with open(path, 'r') as f:\n groups = f.read().split('\\n\\n')\n for idx in range(len(groups)):\n word = groups[idx].split('\\n')\n no_of_ele = len(word)\n for i in range(no_of_ele - 1):\n word[0] = word[0] + word[i + 1]\n count += len(''.join(set(word[0])))\n return count\n\n\npath = 'data/day6.txt'\nnr = count_elements(path)\nnr\n", "<import token>\n\n\ndef count_elements(path):\n \"\"\" gets the file, converts into a dictionary, \n counts the number of different elements \n and returns the dataframe\"\"\"\n count = 0\n with open(path, 'r') as f:\n groups = f.read().split('\\n\\n')\n for idx in range(len(groups)):\n word = groups[idx].split('\\n')\n no_of_ele = len(word)\n for i in range(no_of_ele - 1):\n word[0] = word[0] + word[i + 1]\n count += len(''.join(set(word[0])))\n return count\n\n\n<assignment token>\nnr\n", "<import token>\n\n\ndef count_elements(path):\n \"\"\" gets the file, converts into a dictionary, \n counts the number of different elements \n and returns the dataframe\"\"\"\n count = 0\n with open(path, 'r') as f:\n groups = f.read().split('\\n\\n')\n for idx in range(len(groups)):\n word = groups[idx].split('\\n')\n no_of_ele = len(word)\n for i in range(no_of_ele - 1):\n word[0] = word[0] + word[i + 1]\n count += len(''.join(set(word[0])))\n return count\n\n\n<assignment token>\n<code token>\n", "<import token>\n<function token>\n<assignment token>\n<code token>\n" ]

[ "'''faça um programa que leia um angulo qualquer e mostre na tela o valor do seno,\ncosseno e tangente desse angulo'''\nimport math\nan = float(input('Digite o ângulo que você deseja:'))\nseno = math.sin(math.radians(an))\ncos = math.cos(math.radians(an))\ntan = math.tan(math.radians(an))\nprint('o seno é de {:.2f}'.format(seno))\nprint('O cosseno é de {:.2f}'.format(cos))\nprint('A tangente é de {:.2f}'.format(tan))", "<docstring token>\nimport math\nan = float(input('Digite o ângulo que você deseja:'))\nseno = math.sin(math.radians(an))\ncos = math.cos(math.radians(an))\ntan = math.tan(math.radians(an))\nprint('o seno é de {:.2f}'.format(seno))\nprint('O cosseno é de {:.2f}'.format(cos))\nprint('A tangente é de {:.2f}'.format(tan))\n", "<docstring token>\n<import token>\nan = float(input('Digite o ângulo que você deseja:'))\nseno = math.sin(math.radians(an))\ncos = math.cos(math.radians(an))\ntan = math.tan(math.radians(an))\nprint('o seno é de {:.2f}'.format(seno))\nprint('O cosseno é de {:.2f}'.format(cos))\nprint('A tangente é de {:.2f}'.format(tan))\n", "<docstring token>\n<import token>\n<assignment token>\nprint('o seno é de {:.2f}'.format(seno))\nprint('O cosseno é de {:.2f}'.format(cos))\nprint('A tangente é de {:.2f}'.format(tan))\n", "<docstring token>\n<import token>\n<assignment token>\n<code token>\n" ]

[ "import grpc\nimport computer_pb2\nimport computer_pb2_grpc\n\n\ndef generate_nums(n):\n for i in range(n):\n yield computer_pb2.Number(value = i)\n\ndef run():\n with grpc.insecure_channel('localhost:50051') as channel:\n stub = computer_pb2_grpc.ComputerStub(channel)\n\n print(\"-------------- squareRoot --------------\")\n print(stub.SquareRoot(computer_pb2.Number(value=4)).value)\n\n print(\"-------------- Primes --------------\")\n a = stub.Primes(computer_pb2.Number(value=40))\n for aa in a:\n print(aa.value)\n \n print(\"-------------- STD --------------\")\n print(stub.STD(generate_nums(10)).value)\n\n print(\"-------------- maxElem --------------\")\n for a in stub.MaxElem(generate_nums(10)):\n print(a.value)\n\n print(\"-------------- maxElem --------------\")\n aaaa = list(map(lambda x: computer_pb2.Number(value=x), [4,2,1,5,3,10,2,120,22,-1,32,900,2,2,2]))\n for a in stub.MaxElem(iter(aaaa)):\n print(a.value)\n\n\nif __name__ == '__main__':\n run()", "import grpc\nimport computer_pb2\nimport computer_pb2_grpc\n\n\ndef generate_nums(n):\n for i in range(n):\n yield computer_pb2.Number(value=i)\n\n\ndef run():\n with grpc.insecure_channel('localhost:50051') as channel:\n stub = computer_pb2_grpc.ComputerStub(channel)\n print('-------------- squareRoot --------------')\n print(stub.SquareRoot(computer_pb2.Number(value=4)).value)\n print('-------------- Primes --------------')\n a = stub.Primes(computer_pb2.Number(value=40))\n for aa in a:\n print(aa.value)\n print('-------------- STD --------------')\n print(stub.STD(generate_nums(10)).value)\n print('-------------- maxElem --------------')\n for a in stub.MaxElem(generate_nums(10)):\n print(a.value)\n print('-------------- maxElem --------------')\n aaaa = list(map(lambda x: computer_pb2.Number(value=x), [4, 2, 1, 5,\n 3, 10, 2, 120, 22, -1, 32, 900, 2, 2, 2]))\n for a in stub.MaxElem(iter(aaaa)):\n print(a.value)\n\n\nif __name__ == '__main__':\n run()\n", "<import token>\n\n\ndef generate_nums(n):\n for i in range(n):\n yield computer_pb2.Number(value=i)\n\n\ndef run():\n with grpc.insecure_channel('localhost:50051') as channel:\n stub = computer_pb2_grpc.ComputerStub(channel)\n print('-------------- squareRoot --------------')\n print(stub.SquareRoot(computer_pb2.Number(value=4)).value)\n print('-------------- Primes --------------')\n a = stub.Primes(computer_pb2.Number(value=40))\n for aa in a:\n print(aa.value)\n print('-------------- STD --------------')\n print(stub.STD(generate_nums(10)).value)\n print('-------------- maxElem --------------')\n for a in stub.MaxElem(generate_nums(10)):\n print(a.value)\n print('-------------- maxElem --------------')\n aaaa = list(map(lambda x: computer_pb2.Number(value=x), [4, 2, 1, 5,\n 3, 10, 2, 120, 22, -1, 32, 900, 2, 2, 2]))\n for a in stub.MaxElem(iter(aaaa)):\n print(a.value)\n\n\nif __name__ == '__main__':\n run()\n", "<import token>\n\n\ndef generate_nums(n):\n for i in range(n):\n yield computer_pb2.Number(value=i)\n\n\ndef run():\n with grpc.insecure_channel('localhost:50051') as channel:\n stub = computer_pb2_grpc.ComputerStub(channel)\n print('-------------- squareRoot --------------')\n print(stub.SquareRoot(computer_pb2.Number(value=4)).value)\n print('-------------- Primes --------------')\n a = stub.Primes(computer_pb2.Number(value=40))\n for aa in a:\n print(aa.value)\n print('-------------- STD --------------')\n print(stub.STD(generate_nums(10)).value)\n print('-------------- maxElem --------------')\n for a in stub.MaxElem(generate_nums(10)):\n print(a.value)\n print('-------------- maxElem --------------')\n aaaa = list(map(lambda x: computer_pb2.Number(value=x), [4, 2, 1, 5,\n 3, 10, 2, 120, 22, -1, 32, 900, 2, 2, 2]))\n for a in stub.MaxElem(iter(aaaa)):\n print(a.value)\n\n\n<code token>\n", "<import token>\n\n\ndef generate_nums(n):\n for i in range(n):\n yield computer_pb2.Number(value=i)\n\n\n<function token>\n<code token>\n", "<import token>\n<function token>\n<function token>\n<code token>\n" ]

[ "from google_auth_oauthlib.flow import InstalledAppFlow\nfrom google.auth.transport.requests import Request\nfrom googleapiclient.discovery import build\nimport pickle, os, sys\n\nSCOPES = [\"https://www.googleapis.com/auth/drive\"]\n\ncreds = None\nif os.path.exists('token.pickle'):\n with open('token.pickle', 'rb') as token:\n creds = pickle.load(token)\nif not creds or not creds.valid:\n if creds and creds.expired and creds.refresh_token:\n creds.refresh(Request())\n else:\n flow = InstalledAppFlow.from_client_secrets_file(\n 'portal.json', SCOPES)\n creds = flow.run_local_server(port=0)\n with open('token.pickle', 'wb') as token:\n pickle.dump(creds, token)\n\ndrive = build('drive', 'v3', credentials=creds)\n\ndef ls(parent, searchTerms=\"\"):\n files = []\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms, pageSize=1000, supportsAllDrives=True, includeItemsFromAllDrives=True).execute()\n files += resp[\"files\"]\n while \"nextPageToken\" in resp:\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms, pageSize=1000, supportsAllDrives=True, includeItemsFromAllDrives=True, pageToken=resp[\"nextPageToken\"]).execute()\n files += resp[\"files\"]\n return files\n\ndef lsd(parent):\n \n return ls(parent, searchTerms=\" and mimeType contains 'application/vnd.google-apps.folder'\")\n\ndef lsf(parent):\n \n return ls(parent, searchTerms=\" and not mimeType contains 'application/vnd.google-apps.folder'\")\n\ndef getf(fileid):\n \n return drive.files().get(fileId=fileid, supportsAllDrives=True).execute()\n\ndef strip_perms(fileid):\n \n resp = drive.permissions().list(fileId=fileid, supportsAllDrives=True).execute()\n for i in resp[\"permissions\"]:\n if i.get(\"role\") != \"owner\":\n drive.permissions().delete(fileId=fileid, permissionId=i[\"id\"]).execute()\n\ndef recurse_folder(folderid):\n \n strip_perms(folderid)\n files = ls(folderid)\n for i in files:\n if i[\"mimeType\"] == \"application/vnd.google-apps.folder\":\n recurse_folder(i[\"id\"])\n else:\n strip_perms(i[\"id\"])\n \nrecurse_folder(sys.argv[1])", "from google_auth_oauthlib.flow import InstalledAppFlow\nfrom google.auth.transport.requests import Request\nfrom googleapiclient.discovery import build\nimport pickle, os, sys\nSCOPES = ['https://www.googleapis.com/auth/drive']\ncreds = None\nif os.path.exists('token.pickle'):\n with open('token.pickle', 'rb') as token:\n creds = pickle.load(token)\nif not creds or not creds.valid:\n if creds and creds.expired and creds.refresh_token:\n creds.refresh(Request())\n else:\n flow = InstalledAppFlow.from_client_secrets_file('portal.json', SCOPES)\n creds = flow.run_local_server(port=0)\n with open('token.pickle', 'wb') as token:\n pickle.dump(creds, token)\ndrive = build('drive', 'v3', credentials=creds)\n\n\ndef ls(parent, searchTerms=''):\n files = []\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms,\n pageSize=1000, supportsAllDrives=True, includeItemsFromAllDrives=True\n ).execute()\n files += resp['files']\n while 'nextPageToken' in resp:\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms,\n pageSize=1000, supportsAllDrives=True,\n includeItemsFromAllDrives=True, pageToken=resp['nextPageToken']\n ).execute()\n files += resp['files']\n return files\n\n\ndef lsd(parent):\n return ls(parent, searchTerms=\n \" and mimeType contains 'application/vnd.google-apps.folder'\")\n\n\ndef lsf(parent):\n return ls(parent, searchTerms=\n \" and not mimeType contains 'application/vnd.google-apps.folder'\")\n\n\ndef getf(fileid):\n return drive.files().get(fileId=fileid, supportsAllDrives=True).execute()\n\n\ndef strip_perms(fileid):\n resp = drive.permissions().list(fileId=fileid, supportsAllDrives=True\n ).execute()\n for i in resp['permissions']:\n if i.get('role') != 'owner':\n drive.permissions().delete(fileId=fileid, permissionId=i['id']\n ).execute()\n\n\ndef recurse_folder(folderid):\n strip_perms(folderid)\n files = ls(folderid)\n for i in files:\n if i['mimeType'] == 'application/vnd.google-apps.folder':\n recurse_folder(i['id'])\n else:\n strip_perms(i['id'])\n\n\nrecurse_folder(sys.argv[1])\n", "<import token>\nSCOPES = ['https://www.googleapis.com/auth/drive']\ncreds = None\nif os.path.exists('token.pickle'):\n with open('token.pickle', 'rb') as token:\n creds = pickle.load(token)\nif not creds or not creds.valid:\n if creds and creds.expired and creds.refresh_token:\n creds.refresh(Request())\n else:\n flow = InstalledAppFlow.from_client_secrets_file('portal.json', SCOPES)\n creds = flow.run_local_server(port=0)\n with open('token.pickle', 'wb') as token:\n pickle.dump(creds, token)\ndrive = build('drive', 'v3', credentials=creds)\n\n\ndef ls(parent, searchTerms=''):\n files = []\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms,\n pageSize=1000, supportsAllDrives=True, includeItemsFromAllDrives=True\n ).execute()\n files += resp['files']\n while 'nextPageToken' in resp:\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms,\n pageSize=1000, supportsAllDrives=True,\n includeItemsFromAllDrives=True, pageToken=resp['nextPageToken']\n ).execute()\n files += resp['files']\n return files\n\n\ndef lsd(parent):\n return ls(parent, searchTerms=\n \" and mimeType contains 'application/vnd.google-apps.folder'\")\n\n\ndef lsf(parent):\n return ls(parent, searchTerms=\n \" and not mimeType contains 'application/vnd.google-apps.folder'\")\n\n\ndef getf(fileid):\n return drive.files().get(fileId=fileid, supportsAllDrives=True).execute()\n\n\ndef strip_perms(fileid):\n resp = drive.permissions().list(fileId=fileid, supportsAllDrives=True\n ).execute()\n for i in resp['permissions']:\n if i.get('role') != 'owner':\n drive.permissions().delete(fileId=fileid, permissionId=i['id']\n ).execute()\n\n\ndef recurse_folder(folderid):\n strip_perms(folderid)\n files = ls(folderid)\n for i in files:\n if i['mimeType'] == 'application/vnd.google-apps.folder':\n recurse_folder(i['id'])\n else:\n strip_perms(i['id'])\n\n\nrecurse_folder(sys.argv[1])\n", "<import token>\n<assignment token>\nif os.path.exists('token.pickle'):\n with open('token.pickle', 'rb') as token:\n creds = pickle.load(token)\nif not creds or not creds.valid:\n if creds and creds.expired and creds.refresh_token:\n creds.refresh(Request())\n else:\n flow = InstalledAppFlow.from_client_secrets_file('portal.json', SCOPES)\n creds = flow.run_local_server(port=0)\n with open('token.pickle', 'wb') as token:\n pickle.dump(creds, token)\n<assignment token>\n\n\ndef ls(parent, searchTerms=''):\n files = []\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms,\n pageSize=1000, supportsAllDrives=True, includeItemsFromAllDrives=True\n ).execute()\n files += resp['files']\n while 'nextPageToken' in resp:\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms,\n pageSize=1000, supportsAllDrives=True,\n includeItemsFromAllDrives=True, pageToken=resp['nextPageToken']\n ).execute()\n files += resp['files']\n return files\n\n\ndef lsd(parent):\n return ls(parent, searchTerms=\n \" and mimeType contains 'application/vnd.google-apps.folder'\")\n\n\ndef lsf(parent):\n return ls(parent, searchTerms=\n \" and not mimeType contains 'application/vnd.google-apps.folder'\")\n\n\ndef getf(fileid):\n return drive.files().get(fileId=fileid, supportsAllDrives=True).execute()\n\n\ndef strip_perms(fileid):\n resp = drive.permissions().list(fileId=fileid, supportsAllDrives=True\n ).execute()\n for i in resp['permissions']:\n if i.get('role') != 'owner':\n drive.permissions().delete(fileId=fileid, permissionId=i['id']\n ).execute()\n\n\ndef recurse_folder(folderid):\n strip_perms(folderid)\n files = ls(folderid)\n for i in files:\n if i['mimeType'] == 'application/vnd.google-apps.folder':\n recurse_folder(i['id'])\n else:\n strip_perms(i['id'])\n\n\nrecurse_folder(sys.argv[1])\n", "<import token>\n<assignment token>\n<code token>\n<assignment token>\n\n\ndef ls(parent, searchTerms=''):\n files = []\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms,\n pageSize=1000, supportsAllDrives=True, includeItemsFromAllDrives=True\n ).execute()\n files += resp['files']\n while 'nextPageToken' in resp:\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms,\n pageSize=1000, supportsAllDrives=True,\n includeItemsFromAllDrives=True, pageToken=resp['nextPageToken']\n ).execute()\n files += resp['files']\n return files\n\n\ndef lsd(parent):\n return ls(parent, searchTerms=\n \" and mimeType contains 'application/vnd.google-apps.folder'\")\n\n\ndef lsf(parent):\n return ls(parent, searchTerms=\n \" and not mimeType contains 'application/vnd.google-apps.folder'\")\n\n\ndef getf(fileid):\n return drive.files().get(fileId=fileid, supportsAllDrives=True).execute()\n\n\ndef strip_perms(fileid):\n resp = drive.permissions().list(fileId=fileid, supportsAllDrives=True\n ).execute()\n for i in resp['permissions']:\n if i.get('role') != 'owner':\n drive.permissions().delete(fileId=fileid, permissionId=i['id']\n ).execute()\n\n\ndef recurse_folder(folderid):\n strip_perms(folderid)\n files = ls(folderid)\n for i in files:\n if i['mimeType'] == 'application/vnd.google-apps.folder':\n recurse_folder(i['id'])\n else:\n strip_perms(i['id'])\n\n\n<code token>\n", "<import token>\n<assignment token>\n<code token>\n<assignment token>\n\n\ndef ls(parent, searchTerms=''):\n files = []\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms,\n pageSize=1000, supportsAllDrives=True, includeItemsFromAllDrives=True\n ).execute()\n files += resp['files']\n while 'nextPageToken' in resp:\n resp = drive.files().list(q=f\"'{parent}' in parents\" + searchTerms,\n pageSize=1000, supportsAllDrives=True,\n includeItemsFromAllDrives=True, pageToken=resp['nextPageToken']\n ).execute()\n files += resp['files']\n return files\n\n\ndef lsd(parent):\n return ls(parent, searchTerms=\n \" and mimeType contains 'application/vnd.google-apps.folder'\")\n\n\n<function token>\n\n\ndef getf(fileid):\n return drive.files().get(fileId=fileid, supportsAllDrives=True).execute()\n\n\ndef strip_perms(fileid):\n resp = drive.permissions().list(fileId=fileid, supportsAllDrives=True\n ).execute()\n for i in resp['permissions']:\n if i.get('role') != 'owner':\n drive.permissions().delete(fileId=fileid, permissionId=i['id']\n ).execute()\n\n\ndef recurse_folder(folderid):\n strip_perms(folderid)\n files = ls(folderid)\n for i in files:\n if i['mimeType'] == 'application/vnd.google-apps.folder':\n recurse_folder(i['id'])\n else:\n strip_perms(i['id'])\n\n\n<code token>\n", "<import token>\n<assignment token>\n<code token>\n<assignment token>\n<function token>\n\n\ndef lsd(parent):\n return ls(parent, searchTerms=\n \" and mimeType contains 'application/vnd.google-apps.folder'\")\n\n\n<function token>\n\n\ndef getf(fileid):\n return drive.files().get(fileId=fileid, supportsAllDrives=True).execute()\n\n\ndef strip_perms(fileid):\n resp = drive.permissions().list(fileId=fileid, supportsAllDrives=True\n ).execute()\n for i in resp['permissions']:\n if i.get('role') != 'owner':\n drive.permissions().delete(fileId=fileid, permissionId=i['id']\n ).execute()\n\n\ndef recurse_folder(folderid):\n strip_perms(folderid)\n files = ls(folderid)\n for i in files:\n if i['mimeType'] == 'application/vnd.google-apps.folder':\n recurse_folder(i['id'])\n else:\n strip_perms(i['id'])\n\n\n<code token>\n", "<import token>\n<assignment token>\n<code token>\n<assignment token>\n<function token>\n\n\ndef lsd(parent):\n return ls(parent, searchTerms=\n \" and mimeType contains 'application/vnd.google-apps.folder'\")\n\n\n<function token>\n\n\ndef getf(fileid):\n return drive.files().get(fileId=fileid, supportsAllDrives=True).execute()\n\n\ndef strip_perms(fileid):\n resp = drive.permissions().list(fileId=fileid, supportsAllDrives=True\n ).execute()\n for i in resp['permissions']:\n if i.get('role') != 'owner':\n drive.permissions().delete(fileId=fileid, permissionId=i['id']\n ).execute()\n\n\n<function token>\n<code token>\n", "<import token>\n<assignment token>\n<code token>\n<assignment token>\n<function token>\n<function token>\n<function token>\n\n\ndef getf(fileid):\n return drive.files().get(fileId=fileid, supportsAllDrives=True).execute()\n\n\ndef strip_perms(fileid):\n resp = drive.permissions().list(fileId=fileid, supportsAllDrives=True\n ).execute()\n for i in resp['permissions']:\n if i.get('role') != 'owner':\n drive.permissions().delete(fileId=fileid, permissionId=i['id']\n ).execute()\n\n\n<function token>\n<code token>\n", "<import token>\n<assignment token>\n<code token>\n<assignment token>\n<function token>\n<function token>\n<function token>\n\n\ndef getf(fileid):\n return drive.files().get(fileId=fileid, supportsAllDrives=True).execute()\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n<assignment token>\n<code token>\n<assignment token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<code token>\n" ]

[ "import os\nimport unittest\nimport numpy as np\n\nimport src.dqn.main\n\ndef done_chasing(state: tuple) -> bool:\n chaser_state = state[0]\n chasee_state = state[1]\n return chaser_state == chasee_state\n\ndef mock_renderer(state: tuple):\n return\n\nclass TestDQNMain(unittest.TestCase):\n def setUp(self):\n self.model_path = \"test_dqn_model_output.st\"\n # Environment parameters\n env_size = 1\n state_space_1D = range(-env_size, env_size + 1)\n state_space_bounds = ((-env_size, env_size),)*2\n action_space = np.arange(4)\n obstacles = []\n self.start_state = ((-1, -1), (1, 1))\n\n self.env = src.env.Env(state_space_bounds,\n action_space,\n src.reward.TwoAgentChasingRewardNdGridWithObstacles(state_space_bounds, obstacles),\n src.transition.transition_2d_grid,\n done_chasing,\n self.start_state,\n obstacles)\n\n def tearDown(self):\n if os.path.exists(self.model_path):\n os.remove(self.model_path)\n\n def test_train(self):\n # just run to see if it doesn't crash for now\n src.dqn.main.dqn_trainer(self.env, self.start_state, self.model_path, batch_size=1, max_training_steps=10)\n self.assertTrue(os.path.isfile(self.model_path))\n\n def test_runner(self):\n self.test_train() # generate model file to work with\n # just run to see if it doesn't crash for now\n src.dqn.main.dqn_runner(self.env, self.start_state, mock_renderer, self.model_path, max_running_steps=10)\n\n\nif __name__ == '__main__':\n unittest.main()\n", "import os\nimport unittest\nimport numpy as np\nimport src.dqn.main\n\n\ndef done_chasing(state: tuple) ->bool:\n chaser_state = state[0]\n chasee_state = state[1]\n return chaser_state == chasee_state\n\n\ndef mock_renderer(state: tuple):\n return\n\n\nclass TestDQNMain(unittest.TestCase):\n\n def setUp(self):\n self.model_path = 'test_dqn_model_output.st'\n env_size = 1\n state_space_1D = range(-env_size, env_size + 1)\n state_space_bounds = ((-env_size, env_size),) * 2\n action_space = np.arange(4)\n obstacles = []\n self.start_state = (-1, -1), (1, 1)\n self.env = src.env.Env(state_space_bounds, action_space, src.reward\n .TwoAgentChasingRewardNdGridWithObstacles(state_space_bounds,\n obstacles), src.transition.transition_2d_grid, done_chasing,\n self.start_state, obstacles)\n\n def tearDown(self):\n if os.path.exists(self.model_path):\n os.remove(self.model_path)\n\n def test_train(self):\n src.dqn.main.dqn_trainer(self.env, self.start_state, self.\n model_path, batch_size=1, max_training_steps=10)\n self.assertTrue(os.path.isfile(self.model_path))\n\n def test_runner(self):\n self.test_train()\n src.dqn.main.dqn_runner(self.env, self.start_state, mock_renderer,\n self.model_path, max_running_steps=10)\n\n\nif __name__ == '__main__':\n unittest.main()\n", "<import token>\n\n\ndef done_chasing(state: tuple) ->bool:\n chaser_state = state[0]\n chasee_state = state[1]\n return chaser_state == chasee_state\n\n\ndef mock_renderer(state: tuple):\n return\n\n\nclass TestDQNMain(unittest.TestCase):\n\n def setUp(self):\n self.model_path = 'test_dqn_model_output.st'\n env_size = 1\n state_space_1D = range(-env_size, env_size + 1)\n state_space_bounds = ((-env_size, env_size),) * 2\n action_space = np.arange(4)\n obstacles = []\n self.start_state = (-1, -1), (1, 1)\n self.env = src.env.Env(state_space_bounds, action_space, src.reward\n .TwoAgentChasingRewardNdGridWithObstacles(state_space_bounds,\n obstacles), src.transition.transition_2d_grid, done_chasing,\n self.start_state, obstacles)\n\n def tearDown(self):\n if os.path.exists(self.model_path):\n os.remove(self.model_path)\n\n def test_train(self):\n src.dqn.main.dqn_trainer(self.env, self.start_state, self.\n model_path, batch_size=1, max_training_steps=10)\n self.assertTrue(os.path.isfile(self.model_path))\n\n def test_runner(self):\n self.test_train()\n src.dqn.main.dqn_runner(self.env, self.start_state, mock_renderer,\n self.model_path, max_running_steps=10)\n\n\nif __name__ == '__main__':\n unittest.main()\n", "<import token>\n\n\ndef done_chasing(state: tuple) ->bool:\n chaser_state = state[0]\n chasee_state = state[1]\n return chaser_state == chasee_state\n\n\ndef mock_renderer(state: tuple):\n return\n\n\nclass TestDQNMain(unittest.TestCase):\n\n def setUp(self):\n self.model_path = 'test_dqn_model_output.st'\n env_size = 1\n state_space_1D = range(-env_size, env_size + 1)\n state_space_bounds = ((-env_size, env_size),) * 2\n action_space = np.arange(4)\n obstacles = []\n self.start_state = (-1, -1), (1, 1)\n self.env = src.env.Env(state_space_bounds, action_space, src.reward\n .TwoAgentChasingRewardNdGridWithObstacles(state_space_bounds,\n obstacles), src.transition.transition_2d_grid, done_chasing,\n self.start_state, obstacles)\n\n def tearDown(self):\n if os.path.exists(self.model_path):\n os.remove(self.model_path)\n\n def test_train(self):\n src.dqn.main.dqn_trainer(self.env, self.start_state, self.\n model_path, batch_size=1, max_training_steps=10)\n self.assertTrue(os.path.isfile(self.model_path))\n\n def test_runner(self):\n self.test_train()\n src.dqn.main.dqn_runner(self.env, self.start_state, mock_renderer,\n self.model_path, max_running_steps=10)\n\n\n<code token>\n", "<import token>\n<function token>\n\n\ndef mock_renderer(state: tuple):\n return\n\n\nclass TestDQNMain(unittest.TestCase):\n\n def setUp(self):\n self.model_path = 'test_dqn_model_output.st'\n env_size = 1\n state_space_1D = range(-env_size, env_size + 1)\n state_space_bounds = ((-env_size, env_size),) * 2\n action_space = np.arange(4)\n obstacles = []\n self.start_state = (-1, -1), (1, 1)\n self.env = src.env.Env(state_space_bounds, action_space, src.reward\n .TwoAgentChasingRewardNdGridWithObstacles(state_space_bounds,\n obstacles), src.transition.transition_2d_grid, done_chasing,\n self.start_state, obstacles)\n\n def tearDown(self):\n if os.path.exists(self.model_path):\n os.remove(self.model_path)\n\n def test_train(self):\n src.dqn.main.dqn_trainer(self.env, self.start_state, self.\n model_path, batch_size=1, max_training_steps=10)\n self.assertTrue(os.path.isfile(self.model_path))\n\n def test_runner(self):\n self.test_train()\n src.dqn.main.dqn_runner(self.env, self.start_state, mock_renderer,\n self.model_path, max_running_steps=10)\n\n\n<code token>\n", "<import token>\n<function token>\n<function token>\n\n\nclass TestDQNMain(unittest.TestCase):\n\n def setUp(self):\n self.model_path = 'test_dqn_model_output.st'\n env_size = 1\n state_space_1D = range(-env_size, env_size + 1)\n state_space_bounds = ((-env_size, env_size),) * 2\n action_space = np.arange(4)\n obstacles = []\n self.start_state = (-1, -1), (1, 1)\n self.env = src.env.Env(state_space_bounds, action_space, src.reward\n .TwoAgentChasingRewardNdGridWithObstacles(state_space_bounds,\n obstacles), src.transition.transition_2d_grid, done_chasing,\n self.start_state, obstacles)\n\n def tearDown(self):\n if os.path.exists(self.model_path):\n os.remove(self.model_path)\n\n def test_train(self):\n src.dqn.main.dqn_trainer(self.env, self.start_state, self.\n model_path, batch_size=1, max_training_steps=10)\n self.assertTrue(os.path.isfile(self.model_path))\n\n def test_runner(self):\n self.test_train()\n src.dqn.main.dqn_runner(self.env, self.start_state, mock_renderer,\n self.model_path, max_running_steps=10)\n\n\n<code token>\n", "<import token>\n<function token>\n<function token>\n\n\nclass TestDQNMain(unittest.TestCase):\n\n def setUp(self):\n self.model_path = 'test_dqn_model_output.st'\n env_size = 1\n state_space_1D = range(-env_size, env_size + 1)\n state_space_bounds = ((-env_size, env_size),) * 2\n action_space = np.arange(4)\n obstacles = []\n self.start_state = (-1, -1), (1, 1)\n self.env = src.env.Env(state_space_bounds, action_space, src.reward\n .TwoAgentChasingRewardNdGridWithObstacles(state_space_bounds,\n obstacles), src.transition.transition_2d_grid, done_chasing,\n self.start_state, obstacles)\n <function token>\n\n def test_train(self):\n src.dqn.main.dqn_trainer(self.env, self.start_state, self.\n model_path, batch_size=1, max_training_steps=10)\n self.assertTrue(os.path.isfile(self.model_path))\n\n def test_runner(self):\n self.test_train()\n src.dqn.main.dqn_runner(self.env, self.start_state, mock_renderer,\n self.model_path, max_running_steps=10)\n\n\n<code token>\n", "<import token>\n<function token>\n<function token>\n\n\nclass TestDQNMain(unittest.TestCase):\n <function token>\n <function token>\n\n def test_train(self):\n src.dqn.main.dqn_trainer(self.env, self.start_state, self.\n model_path, batch_size=1, max_training_steps=10)\n self.assertTrue(os.path.isfile(self.model_path))\n\n def test_runner(self):\n self.test_train()\n src.dqn.main.dqn_runner(self.env, self.start_state, mock_renderer,\n self.model_path, max_running_steps=10)\n\n\n<code token>\n", "<import token>\n<function token>\n<function token>\n\n\nclass TestDQNMain(unittest.TestCase):\n <function token>\n <function token>\n\n def test_train(self):\n src.dqn.main.dqn_trainer(self.env, self.start_state, self.\n model_path, batch_size=1, max_training_steps=10)\n self.assertTrue(os.path.isfile(self.model_path))\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<function token>\n\n\nclass TestDQNMain(unittest.TestCase):\n <function token>\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<function token>\n<class token>\n<code token>\n" ]

[ "# import csv\n# # 读取csv文件\n# data = csv.reader(open('./a.csv','r'))\n# for i in data:\n# print(i)\n\nfrom xml.dom import minidom\n\ndata = minidom.parse('./a.xml')\nprint(data)\n# 获取到当前所有的对象\nroot = data.documentElement\nprint(root)\n# 获取文档元素\nprint(root.nodeName)\n# 获取xml里面元素\nprint(root.getElementsByTagName('project'))\nprint(root.getElementsByTagName('name'))\n\n", "from xml.dom import minidom\ndata = minidom.parse('./a.xml')\nprint(data)\nroot = data.documentElement\nprint(root)\nprint(root.nodeName)\nprint(root.getElementsByTagName('project'))\nprint(root.getElementsByTagName('name'))\n", "<import token>\ndata = minidom.parse('./a.xml')\nprint(data)\nroot = data.documentElement\nprint(root)\nprint(root.nodeName)\nprint(root.getElementsByTagName('project'))\nprint(root.getElementsByTagName('name'))\n", "<import token>\n<assignment token>\nprint(data)\n<assignment token>\nprint(root)\nprint(root.nodeName)\nprint(root.getElementsByTagName('project'))\nprint(root.getElementsByTagName('name'))\n", "<import token>\n<assignment token>\n<code token>\n<assignment token>\n<code token>\n" ]

[ "#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\nCreated on Tue Jun 23 00:49:45 2020\n\n@author: sh\n\"\"\"\n\n\n", "<docstring token>\n" ]

[ "#!/usr/bin/python\n# patternSet.py\n\nimport json\nimport random\nimport math\n\n# used in calculating Sigma based on center locations\ndef euclidianDistance(p, q):\n sumOfSquares = 0.0\n if isinstance(p, list):\n if isinstance(p[0], list):\n for i in range(len(p)):\n for j in range(len(p[i])):\n sumOfSquares = sumOfSquares + ((p[i][j]-q[i][j])*(p[i][j]-q[i][j]))\n else:\n for i in range(len(p)):\n sumOfSquares = sumOfSquares + ((p[i]-q[i])*(p[i]-q[i]))\n else:\n sumOfSquares = sumOfSquares + ((p-q)*(p-q))\n return math.sqrt(sumOfSquares)\n\n# Centers are built for each of the targets in two steps\n# First an average is built for each target from each pattern of that target type\n# Next we run k-means on the new centers against all patterns\n# Sigmas are calculated for each element\ndef buildCentersAndSigmas(patterns):\n centersTargets = {}\n for pattern in patterns:\n if pattern['t'] not in centersTargets:\n centersTargets[pattern['t']] = []\n centersTargets[pattern['t']].append(pattern)\n centers = {}\n sigmas = {}\n print(\"Found \" + str(len(centersTargets)) + \" targets.\")\n print(\"Constructing Centers and Sigmas...\")\n # build center as mean of all trained k patterns, and sigma as standard deviation\n for k in centersTargets.keys():\n kPats = centersTargets[k]\n centers[k] = buildMeanPattern(kPats)\n\n # OPTIONAL k-MEANS CENTER SOFTENING --WINNER--\n dist = 100\n distDelta = 100\n oldDist = 0\n while dist > 1 and abs(distDelta) > 0.01:\n tempCenters = adjustCenters(patterns, centers)\n dist = 0\n for k in centersTargets.keys():\n dist = dist + euclidianDistance(centers[k], tempCenters[k])\n centers = tempCenters\n distDelta = dist - oldDist\n oldDist = dist\n #print(\"dist:\" + str(round(dist, 4)) + \", delta:\" + str(round(distDelta, 4)))\n\n # #Build Sigmas for each space\n for k in centersTargets.keys():\n sigmas[k] = buildSigmaPattern(centers[k], kPats)\n\n return {'centers':centers, 'sigmas':sigmas}\n\n# given several patterns we create an average pattern of the same dimension\n# This method works for 2D arrays, 1D arrays, and scalers\ndef buildMeanPattern(patterns):\n h = 0\n w = len(patterns[0]['p'])\n if isinstance(patterns[0]['p'][0], list):\n h = len(patterns[0]['p'])\n w = len(patterns[0]['p'][0])\n mPat = emptyPattern(w, h)\n for pat in patterns:\n if h > 1:\n for i in range(h):\n for j in range(w):\n mPat[i][j] = mPat[i][j] + pat['p'][i][j]\n else:\n for j in range(w):\n mPat[j] = mPat[j] + pat['p'][j]\n if h > 1:\n for i in range(h):\n for j in range(w):\n mPat[i][j] = mPat[i][j] / len(patterns)\n else:\n for j in range(w):\n mPat[j] = mPat[j] / len(patterns)\n return mPat\n\n# This pattern shows us where the fuzziness is in our average\ndef buildSigmaPattern(meanPat, patterns):\n h = 0\n w = len(patterns[0]['p'])\n if isinstance(patterns[0]['p'][0], list):\n h = len(patterns[0]['p'])\n w = len(patterns[0]['p'][0])\n sPat = emptyPattern(w, h)\n # Sum over all square of distance from means\n if h > 1:\n for i in range(h):\n for j in range(w):\n for pat in patterns:\n sPat[i][j] = sPat[i][j] + (pat['p'][i][j] - meanPat[i][j])*(pat['p'][i][j] - meanPat[i][j])\n sPat[i][j] = math.sqrt(1.0/len(patterns)*sPat[i][j])\n else:\n for j in range(w):\n for pat in patterns:\n sPat[j] = sPat[j] + (pat['p'][j] - meanPat[j])*(pat['p'][j] - meanPat[j])\n sPat[j] = math.sqrt(1.0/len(patterns)*sPat[j])\n return sPat\n\n# Used in k-means, here we take an average of the member patterns to construct a new center\ndef adjustCenters(patterns, centers):\n groups = {}\n for k in centers.keys():\n groups[k] = []\n for pattern in patterns:\n bestDist = 99999\n bestKey = ''\n for key in centers.keys():\n center = centers[key]\n dist = euclidianDistance(pattern['p'], center)\n if dist < bestDist:\n bestDist = dist\n bestKey = key\n groups[bestKey].append(pattern)\n newCenters = {}\n for k in centers.keys():\n if len(groups[k]) > 0:\n newCenters[k] = buildMeanPattern(groups[k])\n else:\n newCenters[k] = centers[k]\n return newCenters\n\n# Creates and empty pattern of the given dimensionality\ndef emptyPattern(w, h):\n pat = []\n if h > 1:\n for i in range(h):\n pat.append([])\n for j in range(w):\n pat[i].append(0.0)\n else:\n for j in range(w):\n pat.append(0.0)\n return pat \n\n# print an individual pattern with or without target value\ndef printPatterns(pattern):\n if isinstance(pattern, dict):\n for key in pattern.keys():\n if key == 't':\n print(\"Target: \" + str(key))\n elif key == 'p':\n printPatterns(pattern['p'])\n elif isinstance(pattern[0], list):\n for pat in pattern:\n printPatterns(pat)\n else:\n print(', '.join(str(round(x, 3)) for x in pattern))\n\n# A Pattern set contains sets of 3 types of patterns\n# and can be used to retrieve only those patterns of a certain type\nclass PatternSet:\n # Reads patterns in from a file, and puts them in their coorisponding set\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n \n # Assign Patterns and Randomize order\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + \" Patterns Available (\" + str(self.inputMagY) + \"x\" + str(self.inputMagX) + \")\")\n\n # Construct Centers but base them only off the cases to be trained with\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data['count']*percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n\n # Architecture has 1 output node for each digit / letter\n # Assemble our target and confusion matrix\n keys = list(self.centers.keys())\n keys.sort()\n print(\"Centers: [\" + ', '.join(str(k).split('.')[0] for k in keys) + \"]\")\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n\n # Initialize Confusion Matrix and Target Matrix\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print(\"\\nConfusion Matrix\")\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print(\"\\nKey, Precision, Recall\")\n #for key in keys:\n #print(str(key) + \", \" + str(round(self.calcPrecision(key), 3)) + \", \" + str(round(self.calcRecall(key), 3)))\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp/fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp/tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i==j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + \", \" + str(round(elem / precision[i], 4)) + \", \" + str(round(elem/recall[i], 4)))\n print(\"Overall Correct: \" + str(round(sum(diagonal)/matrixSum, 4)))\n \n def targetVector(self, key):\n return self.targetMatrix[key]\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][maxIndex] + 1\n\n def inputMagnitude(self):\n return self.inputMagX * self.inputMagY\n\n def outputMagnitude(self):\n return self.outputMag", "import json\nimport random\nimport math\n\n\ndef euclidianDistance(p, q):\n sumOfSquares = 0.0\n if isinstance(p, list):\n if isinstance(p[0], list):\n for i in range(len(p)):\n for j in range(len(p[i])):\n sumOfSquares = sumOfSquares + (p[i][j] - q[i][j]) * (p[\n i][j] - q[i][j])\n else:\n for i in range(len(p)):\n sumOfSquares = sumOfSquares + (p[i] - q[i]) * (p[i] - q[i])\n else:\n sumOfSquares = sumOfSquares + (p - q) * (p - q)\n return math.sqrt(sumOfSquares)\n\n\ndef buildCentersAndSigmas(patterns):\n centersTargets = {}\n for pattern in patterns:\n if pattern['t'] not in centersTargets:\n centersTargets[pattern['t']] = []\n centersTargets[pattern['t']].append(pattern)\n centers = {}\n sigmas = {}\n print('Found ' + str(len(centersTargets)) + ' targets.')\n print('Constructing Centers and Sigmas...')\n for k in centersTargets.keys():\n kPats = centersTargets[k]\n centers[k] = buildMeanPattern(kPats)\n dist = 100\n distDelta = 100\n oldDist = 0\n while dist > 1 and abs(distDelta) > 0.01:\n tempCenters = adjustCenters(patterns, centers)\n dist = 0\n for k in centersTargets.keys():\n dist = dist + euclidianDistance(centers[k], tempCenters[k])\n centers = tempCenters\n distDelta = dist - oldDist\n oldDist = dist\n for k in centersTargets.keys():\n sigmas[k] = buildSigmaPattern(centers[k], kPats)\n return {'centers': centers, 'sigmas': sigmas}\n\n\ndef buildMeanPattern(patterns):\n h = 0\n w = len(patterns[0]['p'])\n if isinstance(patterns[0]['p'][0], list):\n h = len(patterns[0]['p'])\n w = len(patterns[0]['p'][0])\n mPat = emptyPattern(w, h)\n for pat in patterns:\n if h > 1:\n for i in range(h):\n for j in range(w):\n mPat[i][j] = mPat[i][j] + pat['p'][i][j]\n else:\n for j in range(w):\n mPat[j] = mPat[j] + pat['p'][j]\n if h > 1:\n for i in range(h):\n for j in range(w):\n mPat[i][j] = mPat[i][j] / len(patterns)\n else:\n for j in range(w):\n mPat[j] = mPat[j] / len(patterns)\n return mPat\n\n\ndef buildSigmaPattern(meanPat, patterns):\n h = 0\n w = len(patterns[0]['p'])\n if isinstance(patterns[0]['p'][0], list):\n h = len(patterns[0]['p'])\n w = len(patterns[0]['p'][0])\n sPat = emptyPattern(w, h)\n if h > 1:\n for i in range(h):\n for j in range(w):\n for pat in patterns:\n sPat[i][j] = sPat[i][j] + (pat['p'][i][j] - meanPat[i][j]\n ) * (pat['p'][i][j] - meanPat[i][j])\n sPat[i][j] = math.sqrt(1.0 / len(patterns) * sPat[i][j])\n else:\n for j in range(w):\n for pat in patterns:\n sPat[j] = sPat[j] + (pat['p'][j] - meanPat[j]) * (pat['p'][\n j] - meanPat[j])\n sPat[j] = math.sqrt(1.0 / len(patterns) * sPat[j])\n return sPat\n\n\ndef adjustCenters(patterns, centers):\n groups = {}\n for k in centers.keys():\n groups[k] = []\n for pattern in patterns:\n bestDist = 99999\n bestKey = ''\n for key in centers.keys():\n center = centers[key]\n dist = euclidianDistance(pattern['p'], center)\n if dist < bestDist:\n bestDist = dist\n bestKey = key\n groups[bestKey].append(pattern)\n newCenters = {}\n for k in centers.keys():\n if len(groups[k]) > 0:\n newCenters[k] = buildMeanPattern(groups[k])\n else:\n newCenters[k] = centers[k]\n return newCenters\n\n\ndef emptyPattern(w, h):\n pat = []\n if h > 1:\n for i in range(h):\n pat.append([])\n for j in range(w):\n pat[i].append(0.0)\n else:\n for j in range(w):\n pat.append(0.0)\n return pat\n\n\ndef printPatterns(pattern):\n if isinstance(pattern, dict):\n for key in pattern.keys():\n if key == 't':\n print('Target: ' + str(key))\n elif key == 'p':\n printPatterns(pattern['p'])\n elif isinstance(pattern[0], list):\n for pat in pattern:\n printPatterns(pat)\n else:\n print(', '.join(str(round(x, 3)) for x in pattern))\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n\n def targetVector(self, key):\n return self.targetMatrix[key]\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n\n def inputMagnitude(self):\n return self.inputMagX * self.inputMagY\n\n def outputMagnitude(self):\n return self.outputMag\n", "<import token>\n\n\ndef euclidianDistance(p, q):\n sumOfSquares = 0.0\n if isinstance(p, list):\n if isinstance(p[0], list):\n for i in range(len(p)):\n for j in range(len(p[i])):\n sumOfSquares = sumOfSquares + (p[i][j] - q[i][j]) * (p[\n i][j] - q[i][j])\n else:\n for i in range(len(p)):\n sumOfSquares = sumOfSquares + (p[i] - q[i]) * (p[i] - q[i])\n else:\n sumOfSquares = sumOfSquares + (p - q) * (p - q)\n return math.sqrt(sumOfSquares)\n\n\ndef buildCentersAndSigmas(patterns):\n centersTargets = {}\n for pattern in patterns:\n if pattern['t'] not in centersTargets:\n centersTargets[pattern['t']] = []\n centersTargets[pattern['t']].append(pattern)\n centers = {}\n sigmas = {}\n print('Found ' + str(len(centersTargets)) + ' targets.')\n print('Constructing Centers and Sigmas...')\n for k in centersTargets.keys():\n kPats = centersTargets[k]\n centers[k] = buildMeanPattern(kPats)\n dist = 100\n distDelta = 100\n oldDist = 0\n while dist > 1 and abs(distDelta) > 0.01:\n tempCenters = adjustCenters(patterns, centers)\n dist = 0\n for k in centersTargets.keys():\n dist = dist + euclidianDistance(centers[k], tempCenters[k])\n centers = tempCenters\n distDelta = dist - oldDist\n oldDist = dist\n for k in centersTargets.keys():\n sigmas[k] = buildSigmaPattern(centers[k], kPats)\n return {'centers': centers, 'sigmas': sigmas}\n\n\ndef buildMeanPattern(patterns):\n h = 0\n w = len(patterns[0]['p'])\n if isinstance(patterns[0]['p'][0], list):\n h = len(patterns[0]['p'])\n w = len(patterns[0]['p'][0])\n mPat = emptyPattern(w, h)\n for pat in patterns:\n if h > 1:\n for i in range(h):\n for j in range(w):\n mPat[i][j] = mPat[i][j] + pat['p'][i][j]\n else:\n for j in range(w):\n mPat[j] = mPat[j] + pat['p'][j]\n if h > 1:\n for i in range(h):\n for j in range(w):\n mPat[i][j] = mPat[i][j] / len(patterns)\n else:\n for j in range(w):\n mPat[j] = mPat[j] / len(patterns)\n return mPat\n\n\ndef buildSigmaPattern(meanPat, patterns):\n h = 0\n w = len(patterns[0]['p'])\n if isinstance(patterns[0]['p'][0], list):\n h = len(patterns[0]['p'])\n w = len(patterns[0]['p'][0])\n sPat = emptyPattern(w, h)\n if h > 1:\n for i in range(h):\n for j in range(w):\n for pat in patterns:\n sPat[i][j] = sPat[i][j] + (pat['p'][i][j] - meanPat[i][j]\n ) * (pat['p'][i][j] - meanPat[i][j])\n sPat[i][j] = math.sqrt(1.0 / len(patterns) * sPat[i][j])\n else:\n for j in range(w):\n for pat in patterns:\n sPat[j] = sPat[j] + (pat['p'][j] - meanPat[j]) * (pat['p'][\n j] - meanPat[j])\n sPat[j] = math.sqrt(1.0 / len(patterns) * sPat[j])\n return sPat\n\n\ndef adjustCenters(patterns, centers):\n groups = {}\n for k in centers.keys():\n groups[k] = []\n for pattern in patterns:\n bestDist = 99999\n bestKey = ''\n for key in centers.keys():\n center = centers[key]\n dist = euclidianDistance(pattern['p'], center)\n if dist < bestDist:\n bestDist = dist\n bestKey = key\n groups[bestKey].append(pattern)\n newCenters = {}\n for k in centers.keys():\n if len(groups[k]) > 0:\n newCenters[k] = buildMeanPattern(groups[k])\n else:\n newCenters[k] = centers[k]\n return newCenters\n\n\ndef emptyPattern(w, h):\n pat = []\n if h > 1:\n for i in range(h):\n pat.append([])\n for j in range(w):\n pat[i].append(0.0)\n else:\n for j in range(w):\n pat.append(0.0)\n return pat\n\n\ndef printPatterns(pattern):\n if isinstance(pattern, dict):\n for key in pattern.keys():\n if key == 't':\n print('Target: ' + str(key))\n elif key == 'p':\n printPatterns(pattern['p'])\n elif isinstance(pattern[0], list):\n for pat in pattern:\n printPatterns(pat)\n else:\n print(', '.join(str(round(x, 3)) for x in pattern))\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n\n def targetVector(self, key):\n return self.targetMatrix[key]\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n\n def inputMagnitude(self):\n return self.inputMagX * self.inputMagY\n\n def outputMagnitude(self):\n return self.outputMag\n", "<import token>\n\n\ndef euclidianDistance(p, q):\n sumOfSquares = 0.0\n if isinstance(p, list):\n if isinstance(p[0], list):\n for i in range(len(p)):\n for j in range(len(p[i])):\n sumOfSquares = sumOfSquares + (p[i][j] - q[i][j]) * (p[\n i][j] - q[i][j])\n else:\n for i in range(len(p)):\n sumOfSquares = sumOfSquares + (p[i] - q[i]) * (p[i] - q[i])\n else:\n sumOfSquares = sumOfSquares + (p - q) * (p - q)\n return math.sqrt(sumOfSquares)\n\n\ndef buildCentersAndSigmas(patterns):\n centersTargets = {}\n for pattern in patterns:\n if pattern['t'] not in centersTargets:\n centersTargets[pattern['t']] = []\n centersTargets[pattern['t']].append(pattern)\n centers = {}\n sigmas = {}\n print('Found ' + str(len(centersTargets)) + ' targets.')\n print('Constructing Centers and Sigmas...')\n for k in centersTargets.keys():\n kPats = centersTargets[k]\n centers[k] = buildMeanPattern(kPats)\n dist = 100\n distDelta = 100\n oldDist = 0\n while dist > 1 and abs(distDelta) > 0.01:\n tempCenters = adjustCenters(patterns, centers)\n dist = 0\n for k in centersTargets.keys():\n dist = dist + euclidianDistance(centers[k], tempCenters[k])\n centers = tempCenters\n distDelta = dist - oldDist\n oldDist = dist\n for k in centersTargets.keys():\n sigmas[k] = buildSigmaPattern(centers[k], kPats)\n return {'centers': centers, 'sigmas': sigmas}\n\n\n<function token>\n\n\ndef buildSigmaPattern(meanPat, patterns):\n h = 0\n w = len(patterns[0]['p'])\n if isinstance(patterns[0]['p'][0], list):\n h = len(patterns[0]['p'])\n w = len(patterns[0]['p'][0])\n sPat = emptyPattern(w, h)\n if h > 1:\n for i in range(h):\n for j in range(w):\n for pat in patterns:\n sPat[i][j] = sPat[i][j] + (pat['p'][i][j] - meanPat[i][j]\n ) * (pat['p'][i][j] - meanPat[i][j])\n sPat[i][j] = math.sqrt(1.0 / len(patterns) * sPat[i][j])\n else:\n for j in range(w):\n for pat in patterns:\n sPat[j] = sPat[j] + (pat['p'][j] - meanPat[j]) * (pat['p'][\n j] - meanPat[j])\n sPat[j] = math.sqrt(1.0 / len(patterns) * sPat[j])\n return sPat\n\n\ndef adjustCenters(patterns, centers):\n groups = {}\n for k in centers.keys():\n groups[k] = []\n for pattern in patterns:\n bestDist = 99999\n bestKey = ''\n for key in centers.keys():\n center = centers[key]\n dist = euclidianDistance(pattern['p'], center)\n if dist < bestDist:\n bestDist = dist\n bestKey = key\n groups[bestKey].append(pattern)\n newCenters = {}\n for k in centers.keys():\n if len(groups[k]) > 0:\n newCenters[k] = buildMeanPattern(groups[k])\n else:\n newCenters[k] = centers[k]\n return newCenters\n\n\ndef emptyPattern(w, h):\n pat = []\n if h > 1:\n for i in range(h):\n pat.append([])\n for j in range(w):\n pat[i].append(0.0)\n else:\n for j in range(w):\n pat.append(0.0)\n return pat\n\n\ndef printPatterns(pattern):\n if isinstance(pattern, dict):\n for key in pattern.keys():\n if key == 't':\n print('Target: ' + str(key))\n elif key == 'p':\n printPatterns(pattern['p'])\n elif isinstance(pattern[0], list):\n for pat in pattern:\n printPatterns(pat)\n else:\n print(', '.join(str(round(x, 3)) for x in pattern))\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n\n def targetVector(self, key):\n return self.targetMatrix[key]\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n\n def inputMagnitude(self):\n return self.inputMagX * self.inputMagY\n\n def outputMagnitude(self):\n return self.outputMag\n", "<import token>\n\n\ndef euclidianDistance(p, q):\n sumOfSquares = 0.0\n if isinstance(p, list):\n if isinstance(p[0], list):\n for i in range(len(p)):\n for j in range(len(p[i])):\n sumOfSquares = sumOfSquares + (p[i][j] - q[i][j]) * (p[\n i][j] - q[i][j])\n else:\n for i in range(len(p)):\n sumOfSquares = sumOfSquares + (p[i] - q[i]) * (p[i] - q[i])\n else:\n sumOfSquares = sumOfSquares + (p - q) * (p - q)\n return math.sqrt(sumOfSquares)\n\n\ndef buildCentersAndSigmas(patterns):\n centersTargets = {}\n for pattern in patterns:\n if pattern['t'] not in centersTargets:\n centersTargets[pattern['t']] = []\n centersTargets[pattern['t']].append(pattern)\n centers = {}\n sigmas = {}\n print('Found ' + str(len(centersTargets)) + ' targets.')\n print('Constructing Centers and Sigmas...')\n for k in centersTargets.keys():\n kPats = centersTargets[k]\n centers[k] = buildMeanPattern(kPats)\n dist = 100\n distDelta = 100\n oldDist = 0\n while dist > 1 and abs(distDelta) > 0.01:\n tempCenters = adjustCenters(patterns, centers)\n dist = 0\n for k in centersTargets.keys():\n dist = dist + euclidianDistance(centers[k], tempCenters[k])\n centers = tempCenters\n distDelta = dist - oldDist\n oldDist = dist\n for k in centersTargets.keys():\n sigmas[k] = buildSigmaPattern(centers[k], kPats)\n return {'centers': centers, 'sigmas': sigmas}\n\n\n<function token>\n<function token>\n\n\ndef adjustCenters(patterns, centers):\n groups = {}\n for k in centers.keys():\n groups[k] = []\n for pattern in patterns:\n bestDist = 99999\n bestKey = ''\n for key in centers.keys():\n center = centers[key]\n dist = euclidianDistance(pattern['p'], center)\n if dist < bestDist:\n bestDist = dist\n bestKey = key\n groups[bestKey].append(pattern)\n newCenters = {}\n for k in centers.keys():\n if len(groups[k]) > 0:\n newCenters[k] = buildMeanPattern(groups[k])\n else:\n newCenters[k] = centers[k]\n return newCenters\n\n\ndef emptyPattern(w, h):\n pat = []\n if h > 1:\n for i in range(h):\n pat.append([])\n for j in range(w):\n pat[i].append(0.0)\n else:\n for j in range(w):\n pat.append(0.0)\n return pat\n\n\ndef printPatterns(pattern):\n if isinstance(pattern, dict):\n for key in pattern.keys():\n if key == 't':\n print('Target: ' + str(key))\n elif key == 'p':\n printPatterns(pattern['p'])\n elif isinstance(pattern[0], list):\n for pat in pattern:\n printPatterns(pat)\n else:\n print(', '.join(str(round(x, 3)) for x in pattern))\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n\n def targetVector(self, key):\n return self.targetMatrix[key]\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n\n def inputMagnitude(self):\n return self.inputMagX * self.inputMagY\n\n def outputMagnitude(self):\n return self.outputMag\n", "<import token>\n\n\ndef euclidianDistance(p, q):\n sumOfSquares = 0.0\n if isinstance(p, list):\n if isinstance(p[0], list):\n for i in range(len(p)):\n for j in range(len(p[i])):\n sumOfSquares = sumOfSquares + (p[i][j] - q[i][j]) * (p[\n i][j] - q[i][j])\n else:\n for i in range(len(p)):\n sumOfSquares = sumOfSquares + (p[i] - q[i]) * (p[i] - q[i])\n else:\n sumOfSquares = sumOfSquares + (p - q) * (p - q)\n return math.sqrt(sumOfSquares)\n\n\ndef buildCentersAndSigmas(patterns):\n centersTargets = {}\n for pattern in patterns:\n if pattern['t'] not in centersTargets:\n centersTargets[pattern['t']] = []\n centersTargets[pattern['t']].append(pattern)\n centers = {}\n sigmas = {}\n print('Found ' + str(len(centersTargets)) + ' targets.')\n print('Constructing Centers and Sigmas...')\n for k in centersTargets.keys():\n kPats = centersTargets[k]\n centers[k] = buildMeanPattern(kPats)\n dist = 100\n distDelta = 100\n oldDist = 0\n while dist > 1 and abs(distDelta) > 0.01:\n tempCenters = adjustCenters(patterns, centers)\n dist = 0\n for k in centersTargets.keys():\n dist = dist + euclidianDistance(centers[k], tempCenters[k])\n centers = tempCenters\n distDelta = dist - oldDist\n oldDist = dist\n for k in centersTargets.keys():\n sigmas[k] = buildSigmaPattern(centers[k], kPats)\n return {'centers': centers, 'sigmas': sigmas}\n\n\n<function token>\n<function token>\n<function token>\n\n\ndef emptyPattern(w, h):\n pat = []\n if h > 1:\n for i in range(h):\n pat.append([])\n for j in range(w):\n pat[i].append(0.0)\n else:\n for j in range(w):\n pat.append(0.0)\n return pat\n\n\ndef printPatterns(pattern):\n if isinstance(pattern, dict):\n for key in pattern.keys():\n if key == 't':\n print('Target: ' + str(key))\n elif key == 'p':\n printPatterns(pattern['p'])\n elif isinstance(pattern[0], list):\n for pat in pattern:\n printPatterns(pat)\n else:\n print(', '.join(str(round(x, 3)) for x in pattern))\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n\n def targetVector(self, key):\n return self.targetMatrix[key]\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n\n def inputMagnitude(self):\n return self.inputMagX * self.inputMagY\n\n def outputMagnitude(self):\n return self.outputMag\n", "<import token>\n<function token>\n\n\ndef buildCentersAndSigmas(patterns):\n centersTargets = {}\n for pattern in patterns:\n if pattern['t'] not in centersTargets:\n centersTargets[pattern['t']] = []\n centersTargets[pattern['t']].append(pattern)\n centers = {}\n sigmas = {}\n print('Found ' + str(len(centersTargets)) + ' targets.')\n print('Constructing Centers and Sigmas...')\n for k in centersTargets.keys():\n kPats = centersTargets[k]\n centers[k] = buildMeanPattern(kPats)\n dist = 100\n distDelta = 100\n oldDist = 0\n while dist > 1 and abs(distDelta) > 0.01:\n tempCenters = adjustCenters(patterns, centers)\n dist = 0\n for k in centersTargets.keys():\n dist = dist + euclidianDistance(centers[k], tempCenters[k])\n centers = tempCenters\n distDelta = dist - oldDist\n oldDist = dist\n for k in centersTargets.keys():\n sigmas[k] = buildSigmaPattern(centers[k], kPats)\n return {'centers': centers, 'sigmas': sigmas}\n\n\n<function token>\n<function token>\n<function token>\n\n\ndef emptyPattern(w, h):\n pat = []\n if h > 1:\n for i in range(h):\n pat.append([])\n for j in range(w):\n pat[i].append(0.0)\n else:\n for j in range(w):\n pat.append(0.0)\n return pat\n\n\ndef printPatterns(pattern):\n if isinstance(pattern, dict):\n for key in pattern.keys():\n if key == 't':\n print('Target: ' + str(key))\n elif key == 'p':\n printPatterns(pattern['p'])\n elif isinstance(pattern[0], list):\n for pat in pattern:\n printPatterns(pat)\n else:\n print(', '.join(str(round(x, 3)) for x in pattern))\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n\n def targetVector(self, key):\n return self.targetMatrix[key]\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n\n def inputMagnitude(self):\n return self.inputMagX * self.inputMagY\n\n def outputMagnitude(self):\n return self.outputMag\n", "<import token>\n<function token>\n\n\ndef buildCentersAndSigmas(patterns):\n centersTargets = {}\n for pattern in patterns:\n if pattern['t'] not in centersTargets:\n centersTargets[pattern['t']] = []\n centersTargets[pattern['t']].append(pattern)\n centers = {}\n sigmas = {}\n print('Found ' + str(len(centersTargets)) + ' targets.')\n print('Constructing Centers and Sigmas...')\n for k in centersTargets.keys():\n kPats = centersTargets[k]\n centers[k] = buildMeanPattern(kPats)\n dist = 100\n distDelta = 100\n oldDist = 0\n while dist > 1 and abs(distDelta) > 0.01:\n tempCenters = adjustCenters(patterns, centers)\n dist = 0\n for k in centersTargets.keys():\n dist = dist + euclidianDistance(centers[k], tempCenters[k])\n centers = tempCenters\n distDelta = dist - oldDist\n oldDist = dist\n for k in centersTargets.keys():\n sigmas[k] = buildSigmaPattern(centers[k], kPats)\n return {'centers': centers, 'sigmas': sigmas}\n\n\n<function token>\n<function token>\n<function token>\n\n\ndef emptyPattern(w, h):\n pat = []\n if h > 1:\n for i in range(h):\n pat.append([])\n for j in range(w):\n pat[i].append(0.0)\n else:\n for j in range(w):\n pat.append(0.0)\n return pat\n\n\n<function token>\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n\n def targetVector(self, key):\n return self.targetMatrix[key]\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n\n def inputMagnitude(self):\n return self.inputMagX * self.inputMagY\n\n def outputMagnitude(self):\n return self.outputMag\n", "<import token>\n<function token>\n\n\ndef buildCentersAndSigmas(patterns):\n centersTargets = {}\n for pattern in patterns:\n if pattern['t'] not in centersTargets:\n centersTargets[pattern['t']] = []\n centersTargets[pattern['t']].append(pattern)\n centers = {}\n sigmas = {}\n print('Found ' + str(len(centersTargets)) + ' targets.')\n print('Constructing Centers and Sigmas...')\n for k in centersTargets.keys():\n kPats = centersTargets[k]\n centers[k] = buildMeanPattern(kPats)\n dist = 100\n distDelta = 100\n oldDist = 0\n while dist > 1 and abs(distDelta) > 0.01:\n tempCenters = adjustCenters(patterns, centers)\n dist = 0\n for k in centersTargets.keys():\n dist = dist + euclidianDistance(centers[k], tempCenters[k])\n centers = tempCenters\n distDelta = dist - oldDist\n oldDist = dist\n for k in centersTargets.keys():\n sigmas[k] = buildSigmaPattern(centers[k], kPats)\n return {'centers': centers, 'sigmas': sigmas}\n\n\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n\n def targetVector(self, key):\n return self.targetMatrix[key]\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n\n def inputMagnitude(self):\n return self.inputMagX * self.inputMagY\n\n def outputMagnitude(self):\n return self.outputMag\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n\n def targetVector(self, key):\n return self.targetMatrix[key]\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n\n def inputMagnitude(self):\n return self.inputMagX * self.inputMagY\n\n def outputMagnitude(self):\n return self.outputMag\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n <function token>\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n\n def inputMagnitude(self):\n return self.inputMagX * self.inputMagY\n\n def outputMagnitude(self):\n return self.outputMag\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n <function token>\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n <function token>\n\n def outputMagnitude(self):\n return self.outputMag\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n <function token>\n\n def updateConfusionMatrix(self, key, outputs):\n maxIndex = 0\n maxValue = 0\n for i in range(len(outputs)):\n if maxValue < outputs[i]:\n maxIndex = i\n maxValue = outputs[i]\n self.confusionMatrix[key][maxIndex] = self.confusionMatrix[key][\n maxIndex] + 1\n <function token>\n <function token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n\n def calcRecall(self, k):\n tp = self.confusionMatrix[k][k]\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n i = 0\n tnSum = 0.0\n for key in keys:\n tnSum = tnSum + self.confusionMatrix[key][k]\n if tnSum == 0.0:\n return tnSum\n return tp / tnSum\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n\n def calcPrecision(self, k):\n tp = self.confusionMatrix[k][k]\n fpSum = sum(self.confusionMatrix[k])\n if fpSum == 0.0:\n return fpSum\n return tp / fpSum\n <function token>\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\nclass PatternSet:\n\n def __init__(self, fileName, percentTraining):\n with open(fileName) as jsonData:\n data = json.load(jsonData)\n self.patterns = data['patterns']\n self.count = data['count']\n self.inputMagX = len(self.patterns[0]['p'])\n self.inputMagY = 1\n if isinstance(self.patterns[0]['p'][0], list):\n self.inputMagX = len(self.patterns[0]['p'][0])\n self.inputMagY = len(self.patterns[0]['p'])\n random.shuffle(self.patterns)\n print(str(len(self.patterns)) + ' Patterns Available (' + str(self.\n inputMagY) + 'x' + str(self.inputMagX) + ')')\n centersAndSigmas = buildCentersAndSigmas(self.patterns[:int(data[\n 'count'] * percentTraining)])\n self.centers = centersAndSigmas['centers']\n self.sigmas = centersAndSigmas['sigmas']\n keys = list(self.centers.keys())\n keys.sort()\n print('Centers: [' + ', '.join(str(k).split('.')[0] for k in keys) +\n ']')\n self.confusionMatrix = {}\n self.targetMatrix = {}\n index = 0\n for key in keys:\n self.confusionMatrix[key] = [0.0] * len(keys)\n self.targetMatrix[key] = [0] * len(keys)\n self.targetMatrix[key][index] = 1\n index = index + 1\n self.outputMag = len(keys)\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n <function token>\n <function token>\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\nclass PatternSet:\n <function token>\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n <function token>\n <function token>\n\n def calcPrecisionAndRecall(self):\n keys = list(self.confusionMatrix.keys())\n matrixSum = 0.0\n keys.sort()\n i = 0\n precision = []\n recall = []\n diagonal = []\n for key in keys:\n row = self.confusionMatrix[key]\n rowSum = 0\n for j, val in enumerate(row):\n if i == j:\n diagonal.append(val)\n rowSum += val\n if len(recall) == j:\n recall.append(val)\n else:\n recall[j] = recall[j] + val\n matrixSum = matrixSum + rowSum\n precision.append(rowSum)\n i += 1\n for i, elem in enumerate(diagonal):\n if abs(precision[i]) > 0.0 and abs(recall[i]) > 0.0:\n print(str(keys[i]) + ', ' + str(round(elem / precision[i], \n 4)) + ', ' + str(round(elem / recall[i], 4)))\n print('Overall Correct: ' + str(round(sum(diagonal) / matrixSum, 4)))\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\nclass PatternSet:\n <function token>\n\n def printConfusionMatrix(self):\n keys = list(self.confusionMatrix.keys())\n keys.sort()\n print('\\nConfusion Matrix')\n for key in keys:\n printPatterns(self.confusionMatrix[key])\n print('\\nKey, Precision, Recall')\n self.calcPrecisionAndRecall()\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\nclass PatternSet:\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<class token>\n" ]

[ "#!/usr/bin/env python3\n\nfrom textwrap import dedent\nfrom argparse import ArgumentParser\nfrom formatter import Formatter\nfrom filereader import get_communities_data\n\n\nclass BirdRoaFormatter(Formatter):\n \"\"\"\n Formatter for roa table in bird format\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = \"\"\n self.roa_table_name = roa_table_name\n\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n roa table icvpn { include \"roa.con?\" }\n \"\"\"\n ))\n else:\n self.indent = \"\\t\"\n self.config.append(\"roa table {tbl_name} {{\".format(\n tbl_name=roa_table_name\n ))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n\n for entry in self.data:\n self.config.append(\n \"{indent}roa {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}\".format(\n indent=self.indent, subnet=entry[0], max_prefix_len=entry[1], asn=entry[2],\n community=entry[3], len_net=maxlen_net, len_asn=maxlen_asn\n ))\n\n if self.roa_table_name:\n self.config.append(\"}\")\n\n return \"\\n\".join(self.config)\n\n\nclass Bird2RoaFormatter(Formatter):\n \"\"\"\n Formatter for roa tables in bird2 format\n https://bird.network.cz/?get_doc&v=20&f=bird-6.html#static\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = \"\"\n self.roa_table_name = roa_table_name\n\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = \"\\t\"\n self.config.append(\"roa table {tbl_name} {{\".format(\n tbl_name=roa_table_name\n ))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n\n for entry in self.data:\n self.config.append(\n \"{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}\".format(\n indent=self.indent, subnet=entry[0], max_prefix_len=entry[1], asn=entry[2],\n community=entry[3], len_net=maxlen_net, len_asn=maxlen_asn\n ))\n\n if self.roa_table_name:\n self.config.append(\"}\")\n\n return \"\\n\".join(self.config)\n\n\ndef add_roa(formatter, asn, community, network, prefixlen, default_max_prefixlen):\n formatter.add_data(asn, community, network, max(prefixlen, default_max_prefixlen))\n\n\ndef create_config(srcdir, exclude, family, fmtclass, default_max_prefixlen, *args):\n \"\"\"\n Generates a configuration using all files in srcdir\n (non-recursively) excluding communities from 'exclude'.\n\n The files are read in lexicographic order to produce deterministic\n results.\n \"\"\"\n formatter = fmtclass(*args)\n\n if default_max_prefixlen is None:\n if family == 'ipv6':\n default_max_prefixlen = 64\n elif family == 'ipv4':\n default_max_prefixlen = 24\n\n for community, data in get_communities_data(srcdir, exclude):\n try:\n networks = data['networks'][family]\n asn = data['asn']\n for network in sorted(networks):\n prefixlen = int(network.split(\"/\")[1])\n add_roa(formatter, asn, community, network, prefixlen, default_max_prefixlen)\n except (TypeError, KeyError):\n pass\n\n delegate = data.get('delegate', {})\n for delegate_asn, delegate_networks in delegate.items():\n for delegate_network in delegate_networks:\n # not very beautiful, but everything more proper requires including a library\n if family == 'ipv6' and '.' in delegate_network:\n continue\n if family == 'ipv4' and ':' in delegate_network:\n continue\n prefixlen = int(delegate_network.split(\"/\")[1])\n add_roa(formatter, delegate_asn, \"{} (delegation)\".format(community), delegate_network, prefixlen,\n default_max_prefixlen)\n\n print(formatter.finalize())\n\n\nif __name__ == '__main__':\n formatters = {\n 'bird': BirdRoaFormatter,\n 'bird2': Bird2RoaFormatter,\n }\n\n PARSER = ArgumentParser()\n PARSER.add_argument('-f', '--format', dest='fmt',\n help='Create config in format FMT. Possible values: {formatters}.'.format(\n formatters=\", \".join(formatters.keys())),\n metavar='FMT',\n choices=list(formatters.keys()),\n default='bird')\n PARSER.add_argument('-4', dest='family', action='store_const', const='ipv4',\n help='Generate IPv4 config')\n PARSER.add_argument('-6', dest='family', action='store_const', const='ipv6',\n help='Generate IPv6 config')\n PARSER.add_argument('-s', '--sourcedir', dest='src',\n help=\"Use files in DIR as input files. Default: ../icvpn-meta/\",\n metavar=\"DIR\", default=\"../icvpn-meta/\")\n PARSER.add_argument('-x', '--exclude', dest='exclude', action='append',\n help='Exclude the comma-separated list of COMMUNITIES',\n metavar='COMMUNITIES',\n default=[])\n PARSER.add_argument('-m', '--max', dest='default_max_prefixlen', default=None,\n type=int, help='max prefix length to accept')\n PARSER.add_argument('--bird-table-name', dest='bird_table_name',\n help='Render ROA table with given name', default=False)\n PARSER.set_defaults(family='ipv6')\n\n ARGS = PARSER.parse_args()\n\n create_config(ARGS.src, set(ARGS.exclude),\n ARGS.family, formatters[ARGS.fmt],\n ARGS.default_max_prefixlen, ARGS.bird_table_name)\n", "from textwrap import dedent\nfrom argparse import ArgumentParser\nfrom formatter import Formatter\nfrom filereader import get_communities_data\n\n\nclass BirdRoaFormatter(Formatter):\n \"\"\"\n Formatter for roa table in bird format\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n roa table icvpn { include \"roa.con?\" }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}roa {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\nclass Bird2RoaFormatter(Formatter):\n \"\"\"\n Formatter for roa tables in bird2 format\n https://bird.network.cz/?get_doc&v=20&f=bird-6.html#static\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\ndef add_roa(formatter, asn, community, network, prefixlen,\n default_max_prefixlen):\n formatter.add_data(asn, community, network, max(prefixlen,\n default_max_prefixlen))\n\n\ndef create_config(srcdir, exclude, family, fmtclass, default_max_prefixlen,\n *args):\n \"\"\"\n Generates a configuration using all files in srcdir\n (non-recursively) excluding communities from 'exclude'.\n\n The files are read in lexicographic order to produce deterministic\n results.\n \"\"\"\n formatter = fmtclass(*args)\n if default_max_prefixlen is None:\n if family == 'ipv6':\n default_max_prefixlen = 64\n elif family == 'ipv4':\n default_max_prefixlen = 24\n for community, data in get_communities_data(srcdir, exclude):\n try:\n networks = data['networks'][family]\n asn = data['asn']\n for network in sorted(networks):\n prefixlen = int(network.split('/')[1])\n add_roa(formatter, asn, community, network, prefixlen,\n default_max_prefixlen)\n except (TypeError, KeyError):\n pass\n delegate = data.get('delegate', {})\n for delegate_asn, delegate_networks in delegate.items():\n for delegate_network in delegate_networks:\n if family == 'ipv6' and '.' in delegate_network:\n continue\n if family == 'ipv4' and ':' in delegate_network:\n continue\n prefixlen = int(delegate_network.split('/')[1])\n add_roa(formatter, delegate_asn, '{} (delegation)'.format(\n community), delegate_network, prefixlen,\n default_max_prefixlen)\n print(formatter.finalize())\n\n\nif __name__ == '__main__':\n formatters = {'bird': BirdRoaFormatter, 'bird2': Bird2RoaFormatter}\n PARSER = ArgumentParser()\n PARSER.add_argument('-f', '--format', dest='fmt', help=\n 'Create config in format FMT. Possible values: {formatters}.'.\n format(formatters=', '.join(formatters.keys())), metavar='FMT',\n choices=list(formatters.keys()), default='bird')\n PARSER.add_argument('-4', dest='family', action='store_const', const=\n 'ipv4', help='Generate IPv4 config')\n PARSER.add_argument('-6', dest='family', action='store_const', const=\n 'ipv6', help='Generate IPv6 config')\n PARSER.add_argument('-s', '--sourcedir', dest='src', help=\n 'Use files in DIR as input files. Default: ../icvpn-meta/', metavar\n ='DIR', default='../icvpn-meta/')\n PARSER.add_argument('-x', '--exclude', dest='exclude', action='append',\n help='Exclude the comma-separated list of COMMUNITIES', metavar=\n 'COMMUNITIES', default=[])\n PARSER.add_argument('-m', '--max', dest='default_max_prefixlen',\n default=None, type=int, help='max prefix length to accept')\n PARSER.add_argument('--bird-table-name', dest='bird_table_name', help=\n 'Render ROA table with given name', default=False)\n PARSER.set_defaults(family='ipv6')\n ARGS = PARSER.parse_args()\n create_config(ARGS.src, set(ARGS.exclude), ARGS.family, formatters[ARGS\n .fmt], ARGS.default_max_prefixlen, ARGS.bird_table_name)\n", "<import token>\n\n\nclass BirdRoaFormatter(Formatter):\n \"\"\"\n Formatter for roa table in bird format\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n roa table icvpn { include \"roa.con?\" }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}roa {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\nclass Bird2RoaFormatter(Formatter):\n \"\"\"\n Formatter for roa tables in bird2 format\n https://bird.network.cz/?get_doc&v=20&f=bird-6.html#static\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\ndef add_roa(formatter, asn, community, network, prefixlen,\n default_max_prefixlen):\n formatter.add_data(asn, community, network, max(prefixlen,\n default_max_prefixlen))\n\n\ndef create_config(srcdir, exclude, family, fmtclass, default_max_prefixlen,\n *args):\n \"\"\"\n Generates a configuration using all files in srcdir\n (non-recursively) excluding communities from 'exclude'.\n\n The files are read in lexicographic order to produce deterministic\n results.\n \"\"\"\n formatter = fmtclass(*args)\n if default_max_prefixlen is None:\n if family == 'ipv6':\n default_max_prefixlen = 64\n elif family == 'ipv4':\n default_max_prefixlen = 24\n for community, data in get_communities_data(srcdir, exclude):\n try:\n networks = data['networks'][family]\n asn = data['asn']\n for network in sorted(networks):\n prefixlen = int(network.split('/')[1])\n add_roa(formatter, asn, community, network, prefixlen,\n default_max_prefixlen)\n except (TypeError, KeyError):\n pass\n delegate = data.get('delegate', {})\n for delegate_asn, delegate_networks in delegate.items():\n for delegate_network in delegate_networks:\n if family == 'ipv6' and '.' in delegate_network:\n continue\n if family == 'ipv4' and ':' in delegate_network:\n continue\n prefixlen = int(delegate_network.split('/')[1])\n add_roa(formatter, delegate_asn, '{} (delegation)'.format(\n community), delegate_network, prefixlen,\n default_max_prefixlen)\n print(formatter.finalize())\n\n\nif __name__ == '__main__':\n formatters = {'bird': BirdRoaFormatter, 'bird2': Bird2RoaFormatter}\n PARSER = ArgumentParser()\n PARSER.add_argument('-f', '--format', dest='fmt', help=\n 'Create config in format FMT. Possible values: {formatters}.'.\n format(formatters=', '.join(formatters.keys())), metavar='FMT',\n choices=list(formatters.keys()), default='bird')\n PARSER.add_argument('-4', dest='family', action='store_const', const=\n 'ipv4', help='Generate IPv4 config')\n PARSER.add_argument('-6', dest='family', action='store_const', const=\n 'ipv6', help='Generate IPv6 config')\n PARSER.add_argument('-s', '--sourcedir', dest='src', help=\n 'Use files in DIR as input files. Default: ../icvpn-meta/', metavar\n ='DIR', default='../icvpn-meta/')\n PARSER.add_argument('-x', '--exclude', dest='exclude', action='append',\n help='Exclude the comma-separated list of COMMUNITIES', metavar=\n 'COMMUNITIES', default=[])\n PARSER.add_argument('-m', '--max', dest='default_max_prefixlen',\n default=None, type=int, help='max prefix length to accept')\n PARSER.add_argument('--bird-table-name', dest='bird_table_name', help=\n 'Render ROA table with given name', default=False)\n PARSER.set_defaults(family='ipv6')\n ARGS = PARSER.parse_args()\n create_config(ARGS.src, set(ARGS.exclude), ARGS.family, formatters[ARGS\n .fmt], ARGS.default_max_prefixlen, ARGS.bird_table_name)\n", "<import token>\n\n\nclass BirdRoaFormatter(Formatter):\n \"\"\"\n Formatter for roa table in bird format\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n roa table icvpn { include \"roa.con?\" }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}roa {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\nclass Bird2RoaFormatter(Formatter):\n \"\"\"\n Formatter for roa tables in bird2 format\n https://bird.network.cz/?get_doc&v=20&f=bird-6.html#static\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\ndef add_roa(formatter, asn, community, network, prefixlen,\n default_max_prefixlen):\n formatter.add_data(asn, community, network, max(prefixlen,\n default_max_prefixlen))\n\n\ndef create_config(srcdir, exclude, family, fmtclass, default_max_prefixlen,\n *args):\n \"\"\"\n Generates a configuration using all files in srcdir\n (non-recursively) excluding communities from 'exclude'.\n\n The files are read in lexicographic order to produce deterministic\n results.\n \"\"\"\n formatter = fmtclass(*args)\n if default_max_prefixlen is None:\n if family == 'ipv6':\n default_max_prefixlen = 64\n elif family == 'ipv4':\n default_max_prefixlen = 24\n for community, data in get_communities_data(srcdir, exclude):\n try:\n networks = data['networks'][family]\n asn = data['asn']\n for network in sorted(networks):\n prefixlen = int(network.split('/')[1])\n add_roa(formatter, asn, community, network, prefixlen,\n default_max_prefixlen)\n except (TypeError, KeyError):\n pass\n delegate = data.get('delegate', {})\n for delegate_asn, delegate_networks in delegate.items():\n for delegate_network in delegate_networks:\n if family == 'ipv6' and '.' in delegate_network:\n continue\n if family == 'ipv4' and ':' in delegate_network:\n continue\n prefixlen = int(delegate_network.split('/')[1])\n add_roa(formatter, delegate_asn, '{} (delegation)'.format(\n community), delegate_network, prefixlen,\n default_max_prefixlen)\n print(formatter.finalize())\n\n\n<code token>\n", "<import token>\n\n\nclass BirdRoaFormatter(Formatter):\n \"\"\"\n Formatter for roa table in bird format\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n roa table icvpn { include \"roa.con?\" }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}roa {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\nclass Bird2RoaFormatter(Formatter):\n \"\"\"\n Formatter for roa tables in bird2 format\n https://bird.network.cz/?get_doc&v=20&f=bird-6.html#static\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\n<function token>\n\n\ndef create_config(srcdir, exclude, family, fmtclass, default_max_prefixlen,\n *args):\n \"\"\"\n Generates a configuration using all files in srcdir\n (non-recursively) excluding communities from 'exclude'.\n\n The files are read in lexicographic order to produce deterministic\n results.\n \"\"\"\n formatter = fmtclass(*args)\n if default_max_prefixlen is None:\n if family == 'ipv6':\n default_max_prefixlen = 64\n elif family == 'ipv4':\n default_max_prefixlen = 24\n for community, data in get_communities_data(srcdir, exclude):\n try:\n networks = data['networks'][family]\n asn = data['asn']\n for network in sorted(networks):\n prefixlen = int(network.split('/')[1])\n add_roa(formatter, asn, community, network, prefixlen,\n default_max_prefixlen)\n except (TypeError, KeyError):\n pass\n delegate = data.get('delegate', {})\n for delegate_asn, delegate_networks in delegate.items():\n for delegate_network in delegate_networks:\n if family == 'ipv6' and '.' in delegate_network:\n continue\n if family == 'ipv4' and ':' in delegate_network:\n continue\n prefixlen = int(delegate_network.split('/')[1])\n add_roa(formatter, delegate_asn, '{} (delegation)'.format(\n community), delegate_network, prefixlen,\n default_max_prefixlen)\n print(formatter.finalize())\n\n\n<code token>\n", "<import token>\n\n\nclass BirdRoaFormatter(Formatter):\n \"\"\"\n Formatter for roa table in bird format\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n roa table icvpn { include \"roa.con?\" }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}roa {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\nclass Bird2RoaFormatter(Formatter):\n \"\"\"\n Formatter for roa tables in bird2 format\n https://bird.network.cz/?get_doc&v=20&f=bird-6.html#static\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n\n\nclass BirdRoaFormatter(Formatter):\n <docstring token>\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n roa table icvpn { include \"roa.con?\" }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}roa {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\nclass Bird2RoaFormatter(Formatter):\n \"\"\"\n Formatter for roa tables in bird2 format\n https://bird.network.cz/?get_doc&v=20&f=bird-6.html#static\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n\n\nclass BirdRoaFormatter(Formatter):\n <docstring token>\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n roa table icvpn { include \"roa.con?\" }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n <function token>\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}roa {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\nclass Bird2RoaFormatter(Formatter):\n \"\"\"\n Formatter for roa tables in bird2 format\n https://bird.network.cz/?get_doc&v=20&f=bird-6.html#static\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n\n\nclass BirdRoaFormatter(Formatter):\n <docstring token>\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n roa table icvpn { include \"roa.con?\" }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n <function token>\n <function token>\n\n\nclass Bird2RoaFormatter(Formatter):\n \"\"\"\n Formatter for roa tables in bird2 format\n https://bird.network.cz/?get_doc&v=20&f=bird-6.html#static\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n\n\nclass BirdRoaFormatter(Formatter):\n <docstring token>\n <function token>\n <function token>\n <function token>\n\n\nclass Bird2RoaFormatter(Formatter):\n \"\"\"\n Formatter for roa tables in bird2 format\n https://bird.network.cz/?get_doc&v=20&f=bird-6.html#static\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n<class token>\n\n\nclass Bird2RoaFormatter(Formatter):\n \"\"\"\n Formatter for roa tables in bird2 format\n https://bird.network.cz/?get_doc&v=20&f=bird-6.html#static\n \"\"\"\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n<class token>\n\n\nclass Bird2RoaFormatter(Formatter):\n <docstring token>\n\n def __init__(self, roa_table_name=False):\n self.config = []\n self.data = []\n self.indent = ''\n self.roa_table_name = roa_table_name\n if not roa_table_name:\n self.add_comment(dedent(\n \"\"\"\n This file is automatically generated.\n You need to add the surrounding roa table statement yourself.\n So Include it via:\n protocol static {\n roa4 {table roa_icvpn4; };\n include \"roa4.con?\";\n }\n \"\"\"\n ))\n else:\n self.indent = '\\t'\n self.config.append('roa table {tbl_name} {{'.format(tbl_name=\n roa_table_name))\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n<class token>\n\n\nclass Bird2RoaFormatter(Formatter):\n <docstring token>\n <function token>\n\n def add_data(self, asn, name, network, max_prefixlen):\n self.data.append((network, max_prefixlen, asn, name))\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n<class token>\n\n\nclass Bird2RoaFormatter(Formatter):\n <docstring token>\n <function token>\n <function token>\n\n def finalize(self):\n maxlen_net = str(max(map(lambda x: len(x[0]), self.data)))\n maxlen_asn = str(max(map(lambda x: len(str(x[2])), self.data)))\n for entry in self.data:\n self.config.append(\n '{indent}route {subnet:<{len_net}} max {max_prefix_len:>3} as {asn:>{len_asn}}; # {community}'\n .format(indent=self.indent, subnet=entry[0], max_prefix_len\n =entry[1], asn=entry[2], community=entry[3], len_net=\n maxlen_net, len_asn=maxlen_asn))\n if self.roa_table_name:\n self.config.append('}')\n return '\\n'.join(self.config)\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n<class token>\n\n\nclass Bird2RoaFormatter(Formatter):\n <docstring token>\n <function token>\n <function token>\n <function token>\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n<class token>\n<class token>\n<function token>\n<function token>\n<code token>\n" ]

[ "import phonenumbers\nimport arrow\nfrom flask_wtf import FlaskForm\nfrom wtforms import StringField, SubmitField, SelectField, BooleanField\nfrom wtforms.validators import DataRequired, Length, Email, ValidationError\nfrom flaskdocs.models import Groups, Staff\n\n\nclass AddStaffForm(FlaskForm):\n first_name = StringField('Имя',\n validators=[DataRequired(), Length(min=2, max=35)])\n second_name = StringField('Фамилия',\n validators=[DataRequired(), Length(min=2, max=35)])\n email = StringField('Email',\n validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона',\n validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(AddStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.query.all()]\n\n\n def validate_email(self, email):\n user = Staff.query.filter_by(email=email.data).first()\n if user:\n raise ValidationError('Работник с такой почтой уже зарегистрирован')\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not (phonenumbers.is_valid_number(input_number)):\n raise ValidationError('ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)')\n user = Staff.query.filter_by(phone=phone.data).first()\n if user:\n raise ValidationError('Работник с таким номером уже зарегистрирован')\n except Exception as error:\n raise ValidationError(error)\n\nclass AddDocsForm(FlaskForm):\n date = StringField(\"Действительно до (Формат: ДД.ММ.ГГГГ)\", validators=[DataRequired()])\n name = StringField(\"Имя документа\", validators=[DataRequired()])\n submit = SubmitField('Добавить')\n\n def validate_date(self, date):\n try:\n date = arrow.get(date.data,'DD.MM.YYYY')\n if date < arrow.utcnow():\n raise ValidationError(\"Срок действия документа истёк, невозможно добавить недействительный документ\")\n except Exception as error:\n raise ValidationError(error)\n\nclass EditStaffForm(FlaskForm):\n first_name = StringField('Имя',\n validators=[DataRequired(), Length(min=2, max=35)])\n second_name = StringField('Фамилия',\n validators=[DataRequired(), Length(min=2, max=35)])\n email = StringField('Email',\n validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона',\n validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not (phonenumbers.is_valid_number(input_number)):\n raise ValidationError('ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)')\n except Exception as error:\n raise ValidationError(error)", "import phonenumbers\nimport arrow\nfrom flask_wtf import FlaskForm\nfrom wtforms import StringField, SubmitField, SelectField, BooleanField\nfrom wtforms.validators import DataRequired, Length, Email, ValidationError\nfrom flaskdocs.models import Groups, Staff\n\n\nclass AddStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(AddStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_email(self, email):\n user = Staff.query.filter_by(email=email.data).first()\n if user:\n raise ValidationError('Работник с такой почтой уже зарегистрирован'\n )\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n user = Staff.query.filter_by(phone=phone.data).first()\n if user:\n raise ValidationError(\n 'Работник с таким номером уже зарегистрирован')\n except Exception as error:\n raise ValidationError(error)\n\n\nclass AddDocsForm(FlaskForm):\n date = StringField('Действительно до (Формат: ДД.ММ.ГГГГ)', validators=\n [DataRequired()])\n name = StringField('Имя документа', validators=[DataRequired()])\n submit = SubmitField('Добавить')\n\n def validate_date(self, date):\n try:\n date = arrow.get(date.data, 'DD.MM.YYYY')\n if date < arrow.utcnow():\n raise ValidationError(\n 'Срок действия документа истёк, невозможно добавить недействительный документ'\n )\n except Exception as error:\n raise ValidationError(error)\n\n\nclass EditStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n except Exception as error:\n raise ValidationError(error)\n", "<import token>\n\n\nclass AddStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(AddStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_email(self, email):\n user = Staff.query.filter_by(email=email.data).first()\n if user:\n raise ValidationError('Работник с такой почтой уже зарегистрирован'\n )\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n user = Staff.query.filter_by(phone=phone.data).first()\n if user:\n raise ValidationError(\n 'Работник с таким номером уже зарегистрирован')\n except Exception as error:\n raise ValidationError(error)\n\n\nclass AddDocsForm(FlaskForm):\n date = StringField('Действительно до (Формат: ДД.ММ.ГГГГ)', validators=\n [DataRequired()])\n name = StringField('Имя документа', validators=[DataRequired()])\n submit = SubmitField('Добавить')\n\n def validate_date(self, date):\n try:\n date = arrow.get(date.data, 'DD.MM.YYYY')\n if date < arrow.utcnow():\n raise ValidationError(\n 'Срок действия документа истёк, невозможно добавить недействительный документ'\n )\n except Exception as error:\n raise ValidationError(error)\n\n\nclass EditStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n except Exception as error:\n raise ValidationError(error)\n", "<import token>\n\n\nclass AddStaffForm(FlaskForm):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n def __init__(self, *args, **kwargs):\n super(AddStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_email(self, email):\n user = Staff.query.filter_by(email=email.data).first()\n if user:\n raise ValidationError('Работник с такой почтой уже зарегистрирован'\n )\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n user = Staff.query.filter_by(phone=phone.data).first()\n if user:\n raise ValidationError(\n 'Работник с таким номером уже зарегистрирован')\n except Exception as error:\n raise ValidationError(error)\n\n\nclass AddDocsForm(FlaskForm):\n date = StringField('Действительно до (Формат: ДД.ММ.ГГГГ)', validators=\n [DataRequired()])\n name = StringField('Имя документа', validators=[DataRequired()])\n submit = SubmitField('Добавить')\n\n def validate_date(self, date):\n try:\n date = arrow.get(date.data, 'DD.MM.YYYY')\n if date < arrow.utcnow():\n raise ValidationError(\n 'Срок действия документа истёк, невозможно добавить недействительный документ'\n )\n except Exception as error:\n raise ValidationError(error)\n\n\nclass EditStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n except Exception as error:\n raise ValidationError(error)\n", "<import token>\n\n\nclass AddStaffForm(FlaskForm):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n def __init__(self, *args, **kwargs):\n super(AddStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n <function token>\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n user = Staff.query.filter_by(phone=phone.data).first()\n if user:\n raise ValidationError(\n 'Работник с таким номером уже зарегистрирован')\n except Exception as error:\n raise ValidationError(error)\n\n\nclass AddDocsForm(FlaskForm):\n date = StringField('Действительно до (Формат: ДД.ММ.ГГГГ)', validators=\n [DataRequired()])\n name = StringField('Имя документа', validators=[DataRequired()])\n submit = SubmitField('Добавить')\n\n def validate_date(self, date):\n try:\n date = arrow.get(date.data, 'DD.MM.YYYY')\n if date < arrow.utcnow():\n raise ValidationError(\n 'Срок действия документа истёк, невозможно добавить недействительный документ'\n )\n except Exception as error:\n raise ValidationError(error)\n\n\nclass EditStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n except Exception as error:\n raise ValidationError(error)\n", "<import token>\n\n\nclass AddStaffForm(FlaskForm):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <function token>\n <function token>\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n user = Staff.query.filter_by(phone=phone.data).first()\n if user:\n raise ValidationError(\n 'Работник с таким номером уже зарегистрирован')\n except Exception as error:\n raise ValidationError(error)\n\n\nclass AddDocsForm(FlaskForm):\n date = StringField('Действительно до (Формат: ДД.ММ.ГГГГ)', validators=\n [DataRequired()])\n name = StringField('Имя документа', validators=[DataRequired()])\n submit = SubmitField('Добавить')\n\n def validate_date(self, date):\n try:\n date = arrow.get(date.data, 'DD.MM.YYYY')\n if date < arrow.utcnow():\n raise ValidationError(\n 'Срок действия документа истёк, невозможно добавить недействительный документ'\n )\n except Exception as error:\n raise ValidationError(error)\n\n\nclass EditStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n except Exception as error:\n raise ValidationError(error)\n", "<import token>\n\n\nclass AddStaffForm(FlaskForm):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n\n\nclass AddDocsForm(FlaskForm):\n date = StringField('Действительно до (Формат: ДД.ММ.ГГГГ)', validators=\n [DataRequired()])\n name = StringField('Имя документа', validators=[DataRequired()])\n submit = SubmitField('Добавить')\n\n def validate_date(self, date):\n try:\n date = arrow.get(date.data, 'DD.MM.YYYY')\n if date < arrow.utcnow():\n raise ValidationError(\n 'Срок действия документа истёк, невозможно добавить недействительный документ'\n )\n except Exception as error:\n raise ValidationError(error)\n\n\nclass EditStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n except Exception as error:\n raise ValidationError(error)\n", "<import token>\n<class token>\n\n\nclass AddDocsForm(FlaskForm):\n date = StringField('Действительно до (Формат: ДД.ММ.ГГГГ)', validators=\n [DataRequired()])\n name = StringField('Имя документа', validators=[DataRequired()])\n submit = SubmitField('Добавить')\n\n def validate_date(self, date):\n try:\n date = arrow.get(date.data, 'DD.MM.YYYY')\n if date < arrow.utcnow():\n raise ValidationError(\n 'Срок действия документа истёк, невозможно добавить недействительный документ'\n )\n except Exception as error:\n raise ValidationError(error)\n\n\nclass EditStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n except Exception as error:\n raise ValidationError(error)\n", "<import token>\n<class token>\n\n\nclass AddDocsForm(FlaskForm):\n <assignment token>\n <assignment token>\n <assignment token>\n\n def validate_date(self, date):\n try:\n date = arrow.get(date.data, 'DD.MM.YYYY')\n if date < arrow.utcnow():\n raise ValidationError(\n 'Срок действия документа истёк, невозможно добавить недействительный документ'\n )\n except Exception as error:\n raise ValidationError(error)\n\n\nclass EditStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n except Exception as error:\n raise ValidationError(error)\n", "<import token>\n<class token>\n\n\nclass AddDocsForm(FlaskForm):\n <assignment token>\n <assignment token>\n <assignment token>\n <function token>\n\n\nclass EditStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n except Exception as error:\n raise ValidationError(error)\n", "<import token>\n<class token>\n<class token>\n\n\nclass EditStaffForm(FlaskForm):\n first_name = StringField('Имя', validators=[DataRequired(), Length(min=\n 2, max=35)])\n second_name = StringField('Фамилия', validators=[DataRequired(), Length\n (min=2, max=35)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n phone = StringField('Номер телефона', validators=[DataRequired()])\n group = SelectField('Группа ', validators=[DataRequired()], coerce=int)\n use_email = BooleanField('Email')\n use_phone = BooleanField('SMS')\n submit = SubmitField('Сохранить')\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n except Exception as error:\n raise ValidationError(error)\n", "<import token>\n<class token>\n<class token>\n\n\nclass EditStaffForm(FlaskForm):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n\n def validate_phone(self, phone):\n try:\n input_number = phonenumbers.parse(phone.data)\n if not phonenumbers.is_valid_number(input_number):\n raise ValidationError(\n 'ErrorAfterParsing: Неправильный формат номера, убедитесь что он имеет вид +71234567890 (Без пробелов между цифрами)'\n )\n except Exception as error:\n raise ValidationError(error)\n", "<import token>\n<class token>\n<class token>\n\n\nclass EditStaffForm(FlaskForm):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n def __init__(self, *args, **kwargs):\n super(EditStaffForm, self).__init__(*args, **kwargs)\n self.group.choices = [(group.id, group.name) for group in Groups.\n query.all()]\n <function token>\n", "<import token>\n<class token>\n<class token>\n\n\nclass EditStaffForm(FlaskForm):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <function token>\n <function token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n" ]

[ "import random\nimport time\nimport tensorflow as tf\n\nfrom utils import *\nfrom models import GCN, MLP\nimport os\nfrom scipy import sparse\nfrom train import get_trained_gcn\nfrom copy import copy, deepcopy\nimport pickle as pk\nimport multiprocessing as mp\nimport math\nimport sys\nfrom sklearn.metrics import accuracy_score\nfrom scipy.stats import entropy\nimport math\n\"\"\"\n\n Moving the nodes around experiment\n\n\"\"\"\n\n# Train the GCN\nQUICK_MODE = False\nw_0, w_1, A_tilde, FLAGS, old_softmax = get_trained_gcn(QUICK_MODE)\n\nA_index = A_tilde[0][0]\nA_values = A_tilde[0][1]\nA_shape = A_tilde[0][2]\nresult_folder = \"results/classification\"\n# Get features and labels\nadj, initial_features, y_train, y_val, y_test, train_mask, val_mask, test_mask, labels = load_data(FLAGS.dataset)\n\nfull_A_tilde = preprocess_adj(adj, True)\n\n\ndef softmax(x):\n return np.exp(x) / np.sum(np.exp(x), axis=1)\n\n\ndef fast_localized_softmax(features, new_spot):\n neighbors_index = np.argwhere(full_A_tilde[new_spot, :])[:, 1]\n A_neig = full_A_tilde[neighbors_index, :]\n H_out = np.matmul(np.matmul(A_neig, features), w_0)\n relu_out = np.maximum(H_out, 0, H_out)\n A_i_neigh = full_A_tilde[new_spot, neighbors_index]\n H2_out = np.matmul(np.matmul(A_i_neigh, relu_out), w_1)\n return softmax(H2_out)\n\n\ntrain_index = np.argwhere(train_mask).flatten()\nval_index = np.argwhere(val_mask).flatten()\ntest_index = np.argwhere(test_mask).flatten()\nfeatures_sparse = preprocess_features(initial_features)\nfeature_matrix = features_sparse.todense()\nnumber_nodes = feature_matrix.shape[0]\nnumber_labels = labels.shape[1]\n\nnodes_to_classify = test_index[int(sys.argv[1]):int(sys.argv[2])]\nlist_new_posititons = range(number_nodes)\n#list_new_posititons = random.sample(list(range(number_nodes)), 30)\n# nodes_to_classify = random.sample(list(test_index), 3)\nj = 0\nold_soft = np.zeros((2708, 7))\nfor i in range(number_nodes):\n saved_features = deepcopy(feature_matrix[i]) # save replaced node features to do everything in place (memory)\n feature_matrix[i] = np.zeros((1, 1433)) # move the node to the new position\n old_soft[i] = fast_localized_softmax(feature_matrix, i)\n feature_matrix[i] = saved_features\npk.dump(old_soft, open(os.path.join(result_folder, \"initial_neigh.pk\"), 'wb'))\n\nstart = time.time()\n\nsoftmax_results = np.zeros((number_nodes, len(list_new_posititons), number_labels))\n\nfor node_index in nodes_to_classify: # TODO in parrallel copy features matrix\n\n node_features = deepcopy(feature_matrix[node_index])\n start_time = time.time()\n\n node_true_label = int(np.argwhere(labels[node_index]))\n print(str(j) + \"/\" + str(len(nodes_to_classify)))\n # To store results\n softmax_output_list = np.zeros((len(list_new_posititons), number_labels))\n #classes_count = np.zeros((1, number_labels))\n label_list = []\n i = 0\n\n for new_spot in list_new_posititons:\n\n replaced_node_label = int(np.argwhere(labels[new_spot]))\n label_list.append(replaced_node_label) # to keep track of the label of the replaced node\n\n saved_features = deepcopy(\n feature_matrix[new_spot]) # save replaced node features to do everything in place (memory)\n\n feature_matrix[new_spot] = node_features # move the node to the new position\n\n #features = sparse_to_tuple(sparse.csr_matrix(feature_matrix))\n softmax_output_of_node = fast_localized_softmax(feature_matrix,\n new_spot) # get new softmax output at this position\n # softmax_output_of_node = old_softmax(features,new_spot)\n\n # classes_count[0, np.argmax(softmax_output_of_node)] = classes_count[0, np.argmax(softmax_output_of_node)] + 1\n softmax_output_list[i] = softmax_output_of_node # Store results\n i += 1\n # print(\"put at \" + str(replaced_node_label) + \" = \" + str(np.argmax(softmax_output_of_node)))\n\n feature_matrix[new_spot] = saved_features # undo changes on the feature matrix\n j += 1\n softmax_results[node_index] = softmax_output_list\n #classes_results[node_index] = classes_count\n\n# Store data\npk.dump(softmax_results, open(os.path.join(result_folder, \"full\" + sys.argv[1] + \".pk\"), 'wb'))\n", "import random\nimport time\nimport tensorflow as tf\nfrom utils import *\nfrom models import GCN, MLP\nimport os\nfrom scipy import sparse\nfrom train import get_trained_gcn\nfrom copy import copy, deepcopy\nimport pickle as pk\nimport multiprocessing as mp\nimport math\nimport sys\nfrom sklearn.metrics import accuracy_score\nfrom scipy.stats import entropy\nimport math\n<docstring token>\nQUICK_MODE = False\nw_0, w_1, A_tilde, FLAGS, old_softmax = get_trained_gcn(QUICK_MODE)\nA_index = A_tilde[0][0]\nA_values = A_tilde[0][1]\nA_shape = A_tilde[0][2]\nresult_folder = 'results/classification'\n(adj, initial_features, y_train, y_val, y_test, train_mask, val_mask,\n test_mask, labels) = load_data(FLAGS.dataset)\nfull_A_tilde = preprocess_adj(adj, True)\n\n\ndef softmax(x):\n return np.exp(x) / np.sum(np.exp(x), axis=1)\n\n\ndef fast_localized_softmax(features, new_spot):\n neighbors_index = np.argwhere(full_A_tilde[new_spot, :])[:, 1]\n A_neig = full_A_tilde[neighbors_index, :]\n H_out = np.matmul(np.matmul(A_neig, features), w_0)\n relu_out = np.maximum(H_out, 0, H_out)\n A_i_neigh = full_A_tilde[new_spot, neighbors_index]\n H2_out = np.matmul(np.matmul(A_i_neigh, relu_out), w_1)\n return softmax(H2_out)\n\n\ntrain_index = np.argwhere(train_mask).flatten()\nval_index = np.argwhere(val_mask).flatten()\ntest_index = np.argwhere(test_mask).flatten()\nfeatures_sparse = preprocess_features(initial_features)\nfeature_matrix = features_sparse.todense()\nnumber_nodes = feature_matrix.shape[0]\nnumber_labels = labels.shape[1]\nnodes_to_classify = test_index[int(sys.argv[1]):int(sys.argv[2])]\nlist_new_posititons = range(number_nodes)\nj = 0\nold_soft = np.zeros((2708, 7))\nfor i in range(number_nodes):\n saved_features = deepcopy(feature_matrix[i])\n feature_matrix[i] = np.zeros((1, 1433))\n old_soft[i] = fast_localized_softmax(feature_matrix, i)\n feature_matrix[i] = saved_features\npk.dump(old_soft, open(os.path.join(result_folder, 'initial_neigh.pk'), 'wb'))\nstart = time.time()\nsoftmax_results = np.zeros((number_nodes, len(list_new_posititons),\n number_labels))\nfor node_index in nodes_to_classify:\n node_features = deepcopy(feature_matrix[node_index])\n start_time = time.time()\n node_true_label = int(np.argwhere(labels[node_index]))\n print(str(j) + '/' + str(len(nodes_to_classify)))\n softmax_output_list = np.zeros((len(list_new_posititons), number_labels))\n label_list = []\n i = 0\n for new_spot in list_new_posititons:\n replaced_node_label = int(np.argwhere(labels[new_spot]))\n label_list.append(replaced_node_label)\n saved_features = deepcopy(feature_matrix[new_spot])\n feature_matrix[new_spot] = node_features\n softmax_output_of_node = fast_localized_softmax(feature_matrix,\n new_spot)\n softmax_output_list[i] = softmax_output_of_node\n i += 1\n feature_matrix[new_spot] = saved_features\n j += 1\n softmax_results[node_index] = softmax_output_list\npk.dump(softmax_results, open(os.path.join(result_folder, 'full' + sys.argv\n [1] + '.pk'), 'wb'))\n", "<import token>\n<docstring token>\nQUICK_MODE = False\nw_0, w_1, A_tilde, FLAGS, old_softmax = get_trained_gcn(QUICK_MODE)\nA_index = A_tilde[0][0]\nA_values = A_tilde[0][1]\nA_shape = A_tilde[0][2]\nresult_folder = 'results/classification'\n(adj, initial_features, y_train, y_val, y_test, train_mask, val_mask,\n test_mask, labels) = load_data(FLAGS.dataset)\nfull_A_tilde = preprocess_adj(adj, True)\n\n\ndef softmax(x):\n return np.exp(x) / np.sum(np.exp(x), axis=1)\n\n\ndef fast_localized_softmax(features, new_spot):\n neighbors_index = np.argwhere(full_A_tilde[new_spot, :])[:, 1]\n A_neig = full_A_tilde[neighbors_index, :]\n H_out = np.matmul(np.matmul(A_neig, features), w_0)\n relu_out = np.maximum(H_out, 0, H_out)\n A_i_neigh = full_A_tilde[new_spot, neighbors_index]\n H2_out = np.matmul(np.matmul(A_i_neigh, relu_out), w_1)\n return softmax(H2_out)\n\n\ntrain_index = np.argwhere(train_mask).flatten()\nval_index = np.argwhere(val_mask).flatten()\ntest_index = np.argwhere(test_mask).flatten()\nfeatures_sparse = preprocess_features(initial_features)\nfeature_matrix = features_sparse.todense()\nnumber_nodes = feature_matrix.shape[0]\nnumber_labels = labels.shape[1]\nnodes_to_classify = test_index[int(sys.argv[1]):int(sys.argv[2])]\nlist_new_posititons = range(number_nodes)\nj = 0\nold_soft = np.zeros((2708, 7))\nfor i in range(number_nodes):\n saved_features = deepcopy(feature_matrix[i])\n feature_matrix[i] = np.zeros((1, 1433))\n old_soft[i] = fast_localized_softmax(feature_matrix, i)\n feature_matrix[i] = saved_features\npk.dump(old_soft, open(os.path.join(result_folder, 'initial_neigh.pk'), 'wb'))\nstart = time.time()\nsoftmax_results = np.zeros((number_nodes, len(list_new_posititons),\n number_labels))\nfor node_index in nodes_to_classify:\n node_features = deepcopy(feature_matrix[node_index])\n start_time = time.time()\n node_true_label = int(np.argwhere(labels[node_index]))\n print(str(j) + '/' + str(len(nodes_to_classify)))\n softmax_output_list = np.zeros((len(list_new_posititons), number_labels))\n label_list = []\n i = 0\n for new_spot in list_new_posititons:\n replaced_node_label = int(np.argwhere(labels[new_spot]))\n label_list.append(replaced_node_label)\n saved_features = deepcopy(feature_matrix[new_spot])\n feature_matrix[new_spot] = node_features\n softmax_output_of_node = fast_localized_softmax(feature_matrix,\n new_spot)\n softmax_output_list[i] = softmax_output_of_node\n i += 1\n feature_matrix[new_spot] = saved_features\n j += 1\n softmax_results[node_index] = softmax_output_list\npk.dump(softmax_results, open(os.path.join(result_folder, 'full' + sys.argv\n [1] + '.pk'), 'wb'))\n", "<import token>\n<docstring token>\n<assignment token>\n\n\ndef softmax(x):\n return np.exp(x) / np.sum(np.exp(x), axis=1)\n\n\ndef fast_localized_softmax(features, new_spot):\n neighbors_index = np.argwhere(full_A_tilde[new_spot, :])[:, 1]\n A_neig = full_A_tilde[neighbors_index, :]\n H_out = np.matmul(np.matmul(A_neig, features), w_0)\n relu_out = np.maximum(H_out, 0, H_out)\n A_i_neigh = full_A_tilde[new_spot, neighbors_index]\n H2_out = np.matmul(np.matmul(A_i_neigh, relu_out), w_1)\n return softmax(H2_out)\n\n\n<assignment token>\nfor i in range(number_nodes):\n saved_features = deepcopy(feature_matrix[i])\n feature_matrix[i] = np.zeros((1, 1433))\n old_soft[i] = fast_localized_softmax(feature_matrix, i)\n feature_matrix[i] = saved_features\npk.dump(old_soft, open(os.path.join(result_folder, 'initial_neigh.pk'), 'wb'))\n<assignment token>\nfor node_index in nodes_to_classify:\n node_features = deepcopy(feature_matrix[node_index])\n start_time = time.time()\n node_true_label = int(np.argwhere(labels[node_index]))\n print(str(j) + '/' + str(len(nodes_to_classify)))\n softmax_output_list = np.zeros((len(list_new_posititons), number_labels))\n label_list = []\n i = 0\n for new_spot in list_new_posititons:\n replaced_node_label = int(np.argwhere(labels[new_spot]))\n label_list.append(replaced_node_label)\n saved_features = deepcopy(feature_matrix[new_spot])\n feature_matrix[new_spot] = node_features\n softmax_output_of_node = fast_localized_softmax(feature_matrix,\n new_spot)\n softmax_output_list[i] = softmax_output_of_node\n i += 1\n feature_matrix[new_spot] = saved_features\n j += 1\n softmax_results[node_index] = softmax_output_list\npk.dump(softmax_results, open(os.path.join(result_folder, 'full' + sys.argv\n [1] + '.pk'), 'wb'))\n", "<import token>\n<docstring token>\n<assignment token>\n\n\ndef softmax(x):\n return np.exp(x) / np.sum(np.exp(x), axis=1)\n\n\ndef fast_localized_softmax(features, new_spot):\n neighbors_index = np.argwhere(full_A_tilde[new_spot, :])[:, 1]\n A_neig = full_A_tilde[neighbors_index, :]\n H_out = np.matmul(np.matmul(A_neig, features), w_0)\n relu_out = np.maximum(H_out, 0, H_out)\n A_i_neigh = full_A_tilde[new_spot, neighbors_index]\n H2_out = np.matmul(np.matmul(A_i_neigh, relu_out), w_1)\n return softmax(H2_out)\n\n\n<assignment token>\n<code token>\n<assignment token>\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n\n\ndef fast_localized_softmax(features, new_spot):\n neighbors_index = np.argwhere(full_A_tilde[new_spot, :])[:, 1]\n A_neig = full_A_tilde[neighbors_index, :]\n H_out = np.matmul(np.matmul(A_neig, features), w_0)\n relu_out = np.maximum(H_out, 0, H_out)\n A_i_neigh = full_A_tilde[new_spot, neighbors_index]\n H2_out = np.matmul(np.matmul(A_i_neigh, relu_out), w_1)\n return softmax(H2_out)\n\n\n<assignment token>\n<code token>\n<assignment token>\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n<function token>\n<assignment token>\n<code token>\n<assignment token>\n<code token>\n" ]

[ "format='python' # jika di vps pakai python3\nnama_script='telefullv3.py' # sesuaikan nama script\ncurrency='zec' # jenis currency yang ingin di japankan\njumlah_akun=5 #jumlah akun per jeda jangan terlalu banyak agar perangkat tidak panas terutama jika ram kecil\njeda_perakun=1200 # hitungan detik\njeda_reload_ke_awal=12000 # hitungan detik\nkembali_ke='sh run.sh'\n\n# bagian bawah ini tidak perlu di edit\n###\nimport os\nfrom time import *\nif os.path.exists('multiakunzec.sh'):os.remove('multiakunzec.sh')\nif os.path.exists('multi.txt'):os.remove('multi.txt')\no=0\nar = os.listdir('session/')\nfor phone in ar:\n if phone.endswith(\".session-journal\"):\n os.remove('session/'+phone)\n else:\n nomor = phone.replace('.session','')\n try:\n o+=1\n print(f'[{str(o)}]'+nomor)\n with open('multi.txt','a+') as mu:\n mu.write(nomor+'\\n')\n except Exception as e:\n print(e)\nmerah='\\\\033[1;31m'\ncyan='\\\\033[1;36m'\ninsert = f\"\"\"\nx={jeda_perakun}\nwhile [ $x -gt 0 ]\ndo\nsleep 20s\nclear\necho \"{cyan}\"\"\"\ninsert2=f\"\"\"ke {jumlah_akun} akun lagi sisa Waktu anda $x Detik\"\nx=$(( $x - 20 ))\ndone\n\n\"\"\"\nbottom = f\"\"\"\nx={jeda_reload_ke_awal}\nwhile [ $x -gt 0 ]\ndo\nsleep 20s\nclear\necho \" \\\\033[1;36m lanjut ke Multi clickbot sisa Waktu anda $x Detik\"\nx=$(( $x - 20 ))\ndone\nsh run.sh\ndone\"\"\"\nhead = f\"\"\"#!/bin/bash\nclear\necho \"{merah} Multi Akun \"\necho \"{merah} Bersiaplah kita akan mulai \"\nsleep 2s\n\n\"\"\"\nneo= open(\"multi.txt\",\"r\")\ngrp=neo.read().splitlines()\nju=len(grp)\nprint(f'\\n\\ntotal akun : {ju}')\nwith open('multiakunzec.sh','a+') as mau:\n mau.write(head)\nur=0\ni=0\nk=0\nnom=0\nkadal=jumlah_akun-1\nsleep(2)\nfor i in range(ju):\n k+=1\n try:\n dia=grp[i]\n if(ur==kadal):\n with open('multiakunzec.sh','a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency}\\n')\n ur+=1\n else:\n if(ju==k):\n with open('multiakunzec.sh','a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency}\\n')\n ur+=1\n else:\n with open('multiakunzec.sh','a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency} &\\n')\n ur+=1 \n except Exception as e:\n print(e)\n pass\n if (ur==jumlah_akun):\n if (k==ju):\n pass\n else:\n nom+=1\n with open('multiakunzec.sh','a+') as mau:\n mau.write(f'{insert} [ {str(nom)} ] {insert2}')\n ur=0\nwith open('multiakunzec.sh','a+') as mau:\n mau.write(bottom)\n mau.close()\nos.remove('multi.txt')\nexit()\n\n\n", "format = 'python'\nnama_script = 'telefullv3.py'\ncurrency = 'zec'\njumlah_akun = 5\njeda_perakun = 1200\njeda_reload_ke_awal = 12000\nkembali_ke = 'sh run.sh'\nimport os\nfrom time import *\nif os.path.exists('multiakunzec.sh'):\n os.remove('multiakunzec.sh')\nif os.path.exists('multi.txt'):\n os.remove('multi.txt')\no = 0\nar = os.listdir('session/')\nfor phone in ar:\n if phone.endswith('.session-journal'):\n os.remove('session/' + phone)\n else:\n nomor = phone.replace('.session', '')\n try:\n o += 1\n print(f'[{str(o)}]' + nomor)\n with open('multi.txt', 'a+') as mu:\n mu.write(nomor + '\\n')\n except Exception as e:\n print(e)\nmerah = '\\\\033[1;31m'\ncyan = '\\\\033[1;36m'\ninsert = f\"\"\"\nx={jeda_perakun}\nwhile [ $x -gt 0 ]\ndo\nsleep 20s\nclear\necho \"{cyan}\"\"\"\ninsert2 = f\"\"\"ke {jumlah_akun} akun lagi sisa Waktu anda $x Detik\"\nx=$(( $x - 20 ))\ndone\n\n\"\"\"\nbottom = f\"\"\"\nx={jeda_reload_ke_awal}\nwhile [ $x -gt 0 ]\ndo\nsleep 20s\nclear\necho \" \\\\033[1;36m lanjut ke Multi clickbot sisa Waktu anda $x Detik\"\nx=$(( $x - 20 ))\ndone\nsh run.sh\ndone\"\"\"\nhead = f\"\"\"#!/bin/bash\nclear\necho \"{merah} Multi Akun \"\necho \"{merah} Bersiaplah kita akan mulai \"\nsleep 2s\n\n\"\"\"\nneo = open('multi.txt', 'r')\ngrp = neo.read().splitlines()\nju = len(grp)\nprint(f\"\"\"\n\ntotal akun : {ju}\"\"\")\nwith open('multiakunzec.sh', 'a+') as mau:\n mau.write(head)\nur = 0\ni = 0\nk = 0\nnom = 0\nkadal = jumlah_akun - 1\nsleep(2)\nfor i in range(ju):\n k += 1\n try:\n dia = grp[i]\n if ur == kadal:\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency}\\n')\n ur += 1\n elif ju == k:\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency}\\n')\n ur += 1\n else:\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency} &\\n')\n ur += 1\n except Exception as e:\n print(e)\n pass\n if ur == jumlah_akun:\n if k == ju:\n pass\n else:\n nom += 1\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{insert} [ {str(nom)} ] {insert2}')\n ur = 0\nwith open('multiakunzec.sh', 'a+') as mau:\n mau.write(bottom)\n mau.close()\nos.remove('multi.txt')\nexit()\n", "format = 'python'\nnama_script = 'telefullv3.py'\ncurrency = 'zec'\njumlah_akun = 5\njeda_perakun = 1200\njeda_reload_ke_awal = 12000\nkembali_ke = 'sh run.sh'\n<import token>\nif os.path.exists('multiakunzec.sh'):\n os.remove('multiakunzec.sh')\nif os.path.exists('multi.txt'):\n os.remove('multi.txt')\no = 0\nar = os.listdir('session/')\nfor phone in ar:\n if phone.endswith('.session-journal'):\n os.remove('session/' + phone)\n else:\n nomor = phone.replace('.session', '')\n try:\n o += 1\n print(f'[{str(o)}]' + nomor)\n with open('multi.txt', 'a+') as mu:\n mu.write(nomor + '\\n')\n except Exception as e:\n print(e)\nmerah = '\\\\033[1;31m'\ncyan = '\\\\033[1;36m'\ninsert = f\"\"\"\nx={jeda_perakun}\nwhile [ $x -gt 0 ]\ndo\nsleep 20s\nclear\necho \"{cyan}\"\"\"\ninsert2 = f\"\"\"ke {jumlah_akun} akun lagi sisa Waktu anda $x Detik\"\nx=$(( $x - 20 ))\ndone\n\n\"\"\"\nbottom = f\"\"\"\nx={jeda_reload_ke_awal}\nwhile [ $x -gt 0 ]\ndo\nsleep 20s\nclear\necho \" \\\\033[1;36m lanjut ke Multi clickbot sisa Waktu anda $x Detik\"\nx=$(( $x - 20 ))\ndone\nsh run.sh\ndone\"\"\"\nhead = f\"\"\"#!/bin/bash\nclear\necho \"{merah} Multi Akun \"\necho \"{merah} Bersiaplah kita akan mulai \"\nsleep 2s\n\n\"\"\"\nneo = open('multi.txt', 'r')\ngrp = neo.read().splitlines()\nju = len(grp)\nprint(f\"\"\"\n\ntotal akun : {ju}\"\"\")\nwith open('multiakunzec.sh', 'a+') as mau:\n mau.write(head)\nur = 0\ni = 0\nk = 0\nnom = 0\nkadal = jumlah_akun - 1\nsleep(2)\nfor i in range(ju):\n k += 1\n try:\n dia = grp[i]\n if ur == kadal:\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency}\\n')\n ur += 1\n elif ju == k:\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency}\\n')\n ur += 1\n else:\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency} &\\n')\n ur += 1\n except Exception as e:\n print(e)\n pass\n if ur == jumlah_akun:\n if k == ju:\n pass\n else:\n nom += 1\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{insert} [ {str(nom)} ] {insert2}')\n ur = 0\nwith open('multiakunzec.sh', 'a+') as mau:\n mau.write(bottom)\n mau.close()\nos.remove('multi.txt')\nexit()\n", "<assignment token>\n<import token>\nif os.path.exists('multiakunzec.sh'):\n os.remove('multiakunzec.sh')\nif os.path.exists('multi.txt'):\n os.remove('multi.txt')\n<assignment token>\nfor phone in ar:\n if phone.endswith('.session-journal'):\n os.remove('session/' + phone)\n else:\n nomor = phone.replace('.session', '')\n try:\n o += 1\n print(f'[{str(o)}]' + nomor)\n with open('multi.txt', 'a+') as mu:\n mu.write(nomor + '\\n')\n except Exception as e:\n print(e)\n<assignment token>\nprint(f\"\"\"\n\ntotal akun : {ju}\"\"\")\nwith open('multiakunzec.sh', 'a+') as mau:\n mau.write(head)\n<assignment token>\nsleep(2)\nfor i in range(ju):\n k += 1\n try:\n dia = grp[i]\n if ur == kadal:\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency}\\n')\n ur += 1\n elif ju == k:\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency}\\n')\n ur += 1\n else:\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{format} {nama_script} {dia} {currency} &\\n')\n ur += 1\n except Exception as e:\n print(e)\n pass\n if ur == jumlah_akun:\n if k == ju:\n pass\n else:\n nom += 1\n with open('multiakunzec.sh', 'a+') as mau:\n mau.write(f'{insert} [ {str(nom)} ] {insert2}')\n ur = 0\nwith open('multiakunzec.sh', 'a+') as mau:\n mau.write(bottom)\n mau.close()\nos.remove('multi.txt')\nexit()\n", "<assignment token>\n<import token>\n<code token>\n<assignment token>\n<code token>\n<assignment token>\n<code token>\n<assignment token>\n<code token>\n" ]

[ "class Solution:\n def countTriplets(self, arr: List[int]) -> int:\n xors = [None] * len(arr)\n xors[0] = arr[0]\n\n xorsToIndices = {0: [-1]}\n for i in range(len(arr)):\n newXor = None\n if i == 0:\n newXor = arr[0]\n else:\n newXor = xors[i - 1] ^ arr[i]\n xors[i] = newXor\n if newXor not in xorsToIndices: xorsToIndices[newXor] = []\n xorsToIndices[newXor].append(i)\n \n # print(xors)\n # print(xorsToIndices)\n\n total_counts = 0\n for xorVal, indices in xorsToIndices.items():\n total_counts += self.getComboCounts(indices)\n\n return total_counts\n def getComboCounts(self, indices: List[int]) -> int:\n if len(indices) == 1: return 0\n count = 0\n for i in range(len(indices) - 1):\n for j in range(i + 1, len(indices)):\n iIndex = indices[i]\n jIndex = indices[j]\n count += jIndex - iIndex - 1\n return count\n\n", "class Solution:\n\n def countTriplets(self, arr: List[int]) ->int:\n xors = [None] * len(arr)\n xors[0] = arr[0]\n xorsToIndices = {(0): [-1]}\n for i in range(len(arr)):\n newXor = None\n if i == 0:\n newXor = arr[0]\n else:\n newXor = xors[i - 1] ^ arr[i]\n xors[i] = newXor\n if newXor not in xorsToIndices:\n xorsToIndices[newXor] = []\n xorsToIndices[newXor].append(i)\n total_counts = 0\n for xorVal, indices in xorsToIndices.items():\n total_counts += self.getComboCounts(indices)\n return total_counts\n\n def getComboCounts(self, indices: List[int]) ->int:\n if len(indices) == 1:\n return 0\n count = 0\n for i in range(len(indices) - 1):\n for j in range(i + 1, len(indices)):\n iIndex = indices[i]\n jIndex = indices[j]\n count += jIndex - iIndex - 1\n return count\n", "class Solution:\n <function token>\n\n def getComboCounts(self, indices: List[int]) ->int:\n if len(indices) == 1:\n return 0\n count = 0\n for i in range(len(indices) - 1):\n for j in range(i + 1, len(indices)):\n iIndex = indices[i]\n jIndex = indices[j]\n count += jIndex - iIndex - 1\n return count\n", "class Solution:\n <function token>\n <function token>\n", "<class token>\n" ]

[ "# import unittest\n# from selenium import webdriver\n# from page.home.login_page import LoginPage\n# from selenium.webdriver.common.by import By\n#\n#\n# class LoginTests(unittest.TestCase):\n#\n# baseUrl = \"https://learn.letskodeit.com/\"\n# driver = webdriver.Firefox()\n# driver.maximize_window()\n# driver.get(baseUrl)\n# driver.implicitly_wait(10)\n#\n# lp = LoginPage(driver)\n# lp.login('[email protected]', 'abcabc')\n\n\nimport unittest\nfrom page.home.login_page import LoginPage\nfrom utilities.teststatus import TestStatus\nimport pytest\nfrom time import sleep\n\n\[email protected](\"OneTimeSetUP\", \"setUp\")\nclass LoginTests(unittest.TestCase):\n\n @pytest.fixture(autouse=True)\n def classSetUp(self, OneTimeSetUP):\n self.lp = LoginPage(self.driver)\n self.tc = TestStatus(self.driver)\n\n\n @pytest.mark.run(order=2)\n def test_ValidLogin(self):\n\n self.driver.implicitly_wait(5)\n\n self.lp.login('[email protected]', 'abcabc')\n\n result1 = self.lp.verifyLoginTitle()\n # assert result1 == True\n self.tc.mark(result1, \" Title is not correct\")\n\n\n result2 = self.lp.verifyLoginSuccessful()\n # assert result2 == True\n self.tc.markFinal(\"test_ValidLogin\", result2, \" Element not present here\")\n\n\n\n @pytest.mark.run(order=1)\n def test_invalidLogin(self):\n\n self.driver.implicitly_wait(10)\n\n # INVALID DATA OPTIONS\n self.lp.logout()\n sleep(3)\n\n self.lp.login('test.email@com', 'qwe')\n\n #self.lp.login()\n #self.lp.login(username='test.email@com')\n #self.lp.login(userpassword='abcabc')\n\n result = self.lp.verifyLiginFailed()\n assert result == True\n\n\n\n\n\n\n\n\n\n\n\n", "import unittest\nfrom page.home.login_page import LoginPage\nfrom utilities.teststatus import TestStatus\nimport pytest\nfrom time import sleep\n\n\[email protected]('OneTimeSetUP', 'setUp')\nclass LoginTests(unittest.TestCase):\n\n @pytest.fixture(autouse=True)\n def classSetUp(self, OneTimeSetUP):\n self.lp = LoginPage(self.driver)\n self.tc = TestStatus(self.driver)\n\n @pytest.mark.run(order=2)\n def test_ValidLogin(self):\n self.driver.implicitly_wait(5)\n self.lp.login('[email protected]', 'abcabc')\n result1 = self.lp.verifyLoginTitle()\n self.tc.mark(result1, ' Title is not correct')\n result2 = self.lp.verifyLoginSuccessful()\n self.tc.markFinal('test_ValidLogin', result2,\n ' Element not present here')\n\n @pytest.mark.run(order=1)\n def test_invalidLogin(self):\n self.driver.implicitly_wait(10)\n self.lp.logout()\n sleep(3)\n self.lp.login('test.email@com', 'qwe')\n result = self.lp.verifyLiginFailed()\n assert result == True\n", "<import token>\n\n\[email protected]('OneTimeSetUP', 'setUp')\nclass LoginTests(unittest.TestCase):\n\n @pytest.fixture(autouse=True)\n def classSetUp(self, OneTimeSetUP):\n self.lp = LoginPage(self.driver)\n self.tc = TestStatus(self.driver)\n\n @pytest.mark.run(order=2)\n def test_ValidLogin(self):\n self.driver.implicitly_wait(5)\n self.lp.login('[email protected]', 'abcabc')\n result1 = self.lp.verifyLoginTitle()\n self.tc.mark(result1, ' Title is not correct')\n result2 = self.lp.verifyLoginSuccessful()\n self.tc.markFinal('test_ValidLogin', result2,\n ' Element not present here')\n\n @pytest.mark.run(order=1)\n def test_invalidLogin(self):\n self.driver.implicitly_wait(10)\n self.lp.logout()\n sleep(3)\n self.lp.login('test.email@com', 'qwe')\n result = self.lp.verifyLiginFailed()\n assert result == True\n", "<import token>\n\n\[email protected]('OneTimeSetUP', 'setUp')\nclass LoginTests(unittest.TestCase):\n\n @pytest.fixture(autouse=True)\n def classSetUp(self, OneTimeSetUP):\n self.lp = LoginPage(self.driver)\n self.tc = TestStatus(self.driver)\n\n @pytest.mark.run(order=2)\n def test_ValidLogin(self):\n self.driver.implicitly_wait(5)\n self.lp.login('[email protected]', 'abcabc')\n result1 = self.lp.verifyLoginTitle()\n self.tc.mark(result1, ' Title is not correct')\n result2 = self.lp.verifyLoginSuccessful()\n self.tc.markFinal('test_ValidLogin', result2,\n ' Element not present here')\n <function token>\n", "<import token>\n\n\[email protected]('OneTimeSetUP', 'setUp')\nclass LoginTests(unittest.TestCase):\n <function token>\n\n @pytest.mark.run(order=2)\n def test_ValidLogin(self):\n self.driver.implicitly_wait(5)\n self.lp.login('[email protected]', 'abcabc')\n result1 = self.lp.verifyLoginTitle()\n self.tc.mark(result1, ' Title is not correct')\n result2 = self.lp.verifyLoginSuccessful()\n self.tc.markFinal('test_ValidLogin', result2,\n ' Element not present here')\n <function token>\n", "<import token>\n\n\[email protected]('OneTimeSetUP', 'setUp')\nclass LoginTests(unittest.TestCase):\n <function token>\n <function token>\n <function token>\n", "<import token>\n<class token>\n" ]

[ "str=raw_input()\nprint str\n" ]

[ "#!/usr/bin/python\nfrom ext_cloud import get_ext_cloud\n\nimport warnings\nwarnings.filterwarnings(\"ignore\")\n\nimport sys\ncloud_obj = get_ext_cloud(\"openstack\")\n\ninstances = cloud_obj.compute.get_instances_by_error_state()\n\nif len(instances) == 0:\n\tsys.exit(0)\n\nmsg = '{} instance(s) in ERROR state.[Instance id: name] '.format(len(instances))\n\nfor instance in instances:\n\tmsg += '[' + instance.id + ':' + instance.name + '] '\t\nprint msg\nsys.exit(1)\n" ]

[ "import os\nimport random\nimport numpy as np\nimport cv2\nimport cv2.aruco as aruco\n\n# Get dictionary by name\ndef get_dictionary(DICT_4X4_50=False, DICT_4X4_100=False, DICT_4X4_250=False, DICT_4X4_1000=False, DICT_5X5_50=False, DICT_5X5_100=False, DICT_5X5_250=False, DICT_5X5_1000=False, DICT_6X6_50=False, DICT_6X6_100=False, DICT_6X6_250=False, DICT_6X6_1000=False, DICT_7X7_50=False, DICT_7X7_100=False, DICT_7X7_250=False, DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10=False, DICT_APRILTAG_36h11=False):\n dictionary = []\n if DICT_4X4_50:\n dictionary.append([aruco.DICT_4X4_50, 50])\n if DICT_4X4_100:\n dictionary.append([aruco.DICT_4X4_100, 100])\n if DICT_4X4_250:\n dictionary.append([aruco.DICT_4X4_250, 250])\n if DICT_4X4_1000:\n dictionary.append([aruco.DICT_4X4_1000, 1000])\n if DICT_5X5_50:\n dictionary.append([aruco.DICT_5X5_50, 50])\n if DICT_5X5_100:\n dictionary.append([aruco.DICT_5X5_100, 100])\n if DICT_5X5_250:\n dictionary.append([aruco.DICT_5X5_250, 250])\n if DICT_5X5_1000:\n dictionary.append([aruco.DICT_5X5_1000, 1000])\n if DICT_6X6_50:\n dictionary.append([aruco.DICT_6X6_50, 50])\n if DICT_6X6_100:\n dictionary.append([aruco.DICT_6X6_100, 100])\n if DICT_6X6_250:\n dictionary.append([aruco.DICT_6X6_250, 250])\n if DICT_6X6_1000:\n dictionary.append([aruco.DICT_6X6_1000, 1000])\n if DICT_7X7_50:\n dictionary.append([aruco.DICT_7X7_50, 50])\n if DICT_7X7_100:\n dictionary.append([aruco.DICT_7X7_100, 100])\n if DICT_7X7_250:\n dictionary.append([aruco.DICT_7X7_250, 250])\n if DICT_7X7_1000:\n dictionary.append([aruco.DICT_7X7_1000, 1000])\n if DICT_ARUCO_ORIGINAL:\n dictionary.append([aruco.DICT_ARUCO_ORIGINAL, 1024])\n if DICT_APRILTAG_16h5:\n dictionary.append([aruco.DICT_APRILTAG_16h5, 30])\n if DICT_APRILTAG_25h9:\n dictionary.append([aruco.DICT_APRILTAG_25h9, 35])\n if DICT_APRILTAG_36h10:\n dictionary.append([aruco.DICT_APRILTAG_36h10, 2320])\n if DICT_APRILTAG_36h11:\n dictionary.append([aruco.DICT_APRILTAG_36h11, 587])\n return dictionary\n\n# Generate a random marker with random id \ndef get_random_marker(shape=(512,512,3), DICT_4X4_50=False, DICT_4X4_100=False, DICT_4X4_250=False, DICT_4X4_1000=False, DICT_5X5_50=False, DICT_5X5_100=False, DICT_5X5_250=False, DICT_5X5_1000=False, DICT_6X6_50=False, DICT_6X6_100=False, DICT_6X6_250=False, DICT_6X6_1000=False, DICT_7X7_50=False, DICT_7X7_100=False, DICT_7X7_250=False, DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10=False, DICT_APRILTAG_36h11=True):\n # Create dictionary list with all enabled families\n dictionary = get_dictionary(DICT_4X4_50, DICT_4X4_100, DICT_4X4_250, DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250, DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250, DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250, DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5, DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11)\n dictionary = random.choice(dictionary)\n # Generate the marker with a white border\n marker = aruco.drawMarker(aruco.getPredefinedDictionary(dictionary[0]), random.randint(0, dictionary[1]-1), int(shape[0] / 2) - 1)\n marker = cv2.copyMakeBorder(marker, 20, 20, 20, 20, cv2.BORDER_CONSTANT, value=255)\n # Convert to bgr to have three channels\n marker = cv2.cvtColor(marker, cv2.COLOR_GRAY2BGR)\n # Change the marker color with random ofset\n marker[np.where((marker==[255,255,255]).all(axis=2))] = random.randint(245, 255)\n marker[np.where((marker==[0,0,0]).all(axis=2))] = random.randint(0, 15)\n return marker\n\n# Put the marker randomly on the background\ndef generate_sample_with_given_background(background, marker):\n # Resize the marker randomly\n marker = cv2.resize(marker, (int(marker.shape[1] * (random.randint(3, 9)/10)),\n int(marker.shape[0] * (random.randint(3, 9)/10))), interpolation=cv2.INTER_AREA)\n height, width, _ = marker.shape\n\n # Make a random perspective transformation\n marker = cv2.warpPerspective(marker,\n cv2.getPerspectiveTransform(\n np.float32([[0, 0], [width, 0], [0, height], [width, height]]),\n np.float32([[(random.randint(0,10)/100)*width, (random.randint(0,10)/100)*height],\n [width-((random.randint(0,10)/100)*width), (random.randint(0,10)/100)*height],\n [(random.randint(0,10)/100)*width, height-((random.randint(0,10)/100)*height)],\n [width-((random.randint(0,10)/100)*width), height-((random.randint(0,10)/100)*height)]])\n ),\n (width, height), borderValue=(1, 1, 1))\n\n # Rotate randomly\n angle_rot = random.randint(0, 360)\n marker = cv2.warpAffine(marker,\n cv2.getRotationMatrix2D((width/2, height/2), np.random.uniform(angle_rot)-angle_rot/2,1),\n (width, height), borderValue=(1, 1, 1))\n\n # Put the marker on a new image with transparent background equal to one\n marker2 = np.ones(shape=background.shape).astype(np.uint8)\n x = random.randint(0, background.shape[1] - marker.shape[1])\n y = random.randint(0, background.shape[0] - marker.shape[0])\n marker2[y:y+marker.shape[0], x:x+marker.shape[1]] = marker[0:marker.shape[0], 0:marker.shape[1]]\n\n # Generate the ground through mask\n mask = np.zeros(shape=(background.shape[0], background.shape[1], background.shape[2])).astype(np.uint8)\n mask[np.where((marker2==[1,1,1]).all(axis=2))] = 255\n mask = 255 - mask\n mask = cv2.morphologyEx(mask, cv2.MORPH_CLOSE, cv2.getStructuringElement(cv2.MORPH_ELLIPSE, (3, 3)))\n\n # Put the non transparent background (marker) on the background image\n idx = (mask == 255)\n background[idx]= marker2[idx]\n \n # Create random illuminations\n illuminationMask = np.zeros(shape=background.shape, dtype=np.uint8)\n shape = background.shape\n for _ in range(random.randint(0, 5)):\n randomNo = random.randint(5,80)\n cv2.circle(illuminationMask, (random.randint(1, shape[1]), random.randint(1, shape[0])),\n int((shape[1] + shape[0]) * (random.randint(1, 20)/100)),\n (randomNo,randomNo,randomNo), -1)\n for _ in range(random.randint(0, 9)):\n randomNo = random.randint(5,80)\n cv2.line(illuminationMask, (random.randint(1, shape[1]), random.randint(1, shape[0])),\n (random.randint(1, shape[1]), random.randint(1, shape[0])),\n (randomNo,randomNo,randomNo),\n random.randint(3, int((shape[1] + shape[0]) * (random.randint(1, 10)/100))))\n illuminationMask = cv2.GaussianBlur(illuminationMask, (35,35), 0)\n if random.randint(0,1) == 0:\n background = cv2.subtract(background, illuminationMask)\n else:\n background = cv2.addWeighted(background, 1.0, illuminationMask, 0.5, 0)\n\n return background, mask\n\n# Generate sample with an random background\ndef generate_random_full_synthetic_sample(shape=(512,512,3), DICT_4X4_50=False, DICT_4X4_100=False, DICT_4X4_250=False, DICT_4X4_1000=False, DICT_5X5_50=False, DICT_5X5_100=False, DICT_5X5_250=False, DICT_5X5_1000=False, DICT_6X6_50=False, DICT_6X6_100=False, DICT_6X6_250=False, DICT_6X6_1000=False, DICT_7X7_50=False, DICT_7X7_100=False, DICT_7X7_250=False, DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10=False, DICT_APRILTAG_36h11=True):\n # Generate an blank image\n background = np.random.randint(255, size=shape, dtype=np.uint8)\n # Draw one to five random circles \n for _ in range(random.randint(1, 5)):\n cv2.circle(background, (random.randint(1, shape[1]), random.randint(1, shape[0])),\n int((shape[1] + shape[0]) * (random.randint(1, 20)/100)),\n (random.randint(0,255), random.randint(0,255), random.randint(0,255)), -1)\n # Draw two to five random rectangles\n for _ in range(random.randint(2, 5)):\n cv2.rectangle(background, (random.randint(1, shape[1]), random.randint(1, shape[0])),\n (random.randint(1, shape[1]), random.randint(1, shape[0])),\n (random.randint(0,255), random.randint(0,255), random.randint(0,255)), cv2.FILLED)\n # Draw five to 15 random lines\n for _ in range(random.randint(5, 15)):\n cv2.line(background, (random.randint(1, shape[1]), random.randint(1, shape[0])),\n (random.randint(1, shape[1]), random.randint(1, shape[0])),\n (random.randint(0,255), random.randint(0,255), random.randint(0,255)),\n random.randint(3, int((shape[1] + shape[0]) * (random.randint(1, 10)/100))))\n # Generate a marker and put them randomly on the background image\n return generate_sample_with_given_background(background, get_random_marker(shape, DICT_4X4_50, DICT_4X4_100, DICT_4X4_250, DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250, DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250, DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250, DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5, DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11))\n\n# Generate sample with an random image background\ndef generate_random_half_synthetic_sample(shape=(512,512,3), DICT_4X4_50=False, DICT_4X4_100=False, DICT_4X4_250=False, DICT_4X4_1000=False, DICT_5X5_50=False, DICT_5X5_100=False, DICT_5X5_250=False, DICT_5X5_1000=False, DICT_6X6_50=False, DICT_6X6_100=False, DICT_6X6_250=False, DICT_6X6_1000=False, DICT_7X7_50=False, DICT_7X7_100=False, DICT_7X7_250=False, DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10=False, DICT_APRILTAG_36h11=True):\n # Load a random image from bg directory\n background = None\n while background is None:\n background = cv2.imread(\"./bg/\" + os.listdir(\"./bg/\")[(random.randint(0, len(os.listdir(\"./bg/\")) - 1))], 3)\n # Resize image to network size\n background = cv2.resize(background, (shape[0], shape[1]))\n # Generate a marker and put them randomly on the background image\n return generate_sample_with_given_background(background, get_random_marker(shape, DICT_4X4_50, DICT_4X4_100, DICT_4X4_250, DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250, DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250, DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250, DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5, DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11))", "import os\nimport random\nimport numpy as np\nimport cv2\nimport cv2.aruco as aruco\n\n\ndef get_dictionary(DICT_4X4_50=False, DICT_4X4_100=False, DICT_4X4_250=\n False, DICT_4X4_1000=False, DICT_5X5_50=False, DICT_5X5_100=False,\n DICT_5X5_250=False, DICT_5X5_1000=False, DICT_6X6_50=False,\n DICT_6X6_100=False, DICT_6X6_250=False, DICT_6X6_1000=False,\n DICT_7X7_50=False, DICT_7X7_100=False, DICT_7X7_250=False,\n DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=\n False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10=False,\n DICT_APRILTAG_36h11=False):\n dictionary = []\n if DICT_4X4_50:\n dictionary.append([aruco.DICT_4X4_50, 50])\n if DICT_4X4_100:\n dictionary.append([aruco.DICT_4X4_100, 100])\n if DICT_4X4_250:\n dictionary.append([aruco.DICT_4X4_250, 250])\n if DICT_4X4_1000:\n dictionary.append([aruco.DICT_4X4_1000, 1000])\n if DICT_5X5_50:\n dictionary.append([aruco.DICT_5X5_50, 50])\n if DICT_5X5_100:\n dictionary.append([aruco.DICT_5X5_100, 100])\n if DICT_5X5_250:\n dictionary.append([aruco.DICT_5X5_250, 250])\n if DICT_5X5_1000:\n dictionary.append([aruco.DICT_5X5_1000, 1000])\n if DICT_6X6_50:\n dictionary.append([aruco.DICT_6X6_50, 50])\n if DICT_6X6_100:\n dictionary.append([aruco.DICT_6X6_100, 100])\n if DICT_6X6_250:\n dictionary.append([aruco.DICT_6X6_250, 250])\n if DICT_6X6_1000:\n dictionary.append([aruco.DICT_6X6_1000, 1000])\n if DICT_7X7_50:\n dictionary.append([aruco.DICT_7X7_50, 50])\n if DICT_7X7_100:\n dictionary.append([aruco.DICT_7X7_100, 100])\n if DICT_7X7_250:\n dictionary.append([aruco.DICT_7X7_250, 250])\n if DICT_7X7_1000:\n dictionary.append([aruco.DICT_7X7_1000, 1000])\n if DICT_ARUCO_ORIGINAL:\n dictionary.append([aruco.DICT_ARUCO_ORIGINAL, 1024])\n if DICT_APRILTAG_16h5:\n dictionary.append([aruco.DICT_APRILTAG_16h5, 30])\n if DICT_APRILTAG_25h9:\n dictionary.append([aruco.DICT_APRILTAG_25h9, 35])\n if DICT_APRILTAG_36h10:\n dictionary.append([aruco.DICT_APRILTAG_36h10, 2320])\n if DICT_APRILTAG_36h11:\n dictionary.append([aruco.DICT_APRILTAG_36h11, 587])\n return dictionary\n\n\ndef get_random_marker(shape=(512, 512, 3), DICT_4X4_50=False, DICT_4X4_100=\n False, DICT_4X4_250=False, DICT_4X4_1000=False, DICT_5X5_50=False,\n DICT_5X5_100=False, DICT_5X5_250=False, DICT_5X5_1000=False,\n DICT_6X6_50=False, DICT_6X6_100=False, DICT_6X6_250=False,\n DICT_6X6_1000=False, DICT_7X7_50=False, DICT_7X7_100=False,\n DICT_7X7_250=False, DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False,\n DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10\n =False, DICT_APRILTAG_36h11=True):\n dictionary = get_dictionary(DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11)\n dictionary = random.choice(dictionary)\n marker = aruco.drawMarker(aruco.getPredefinedDictionary(dictionary[0]),\n random.randint(0, dictionary[1] - 1), int(shape[0] / 2) - 1)\n marker = cv2.copyMakeBorder(marker, 20, 20, 20, 20, cv2.BORDER_CONSTANT,\n value=255)\n marker = cv2.cvtColor(marker, cv2.COLOR_GRAY2BGR)\n marker[np.where((marker == [255, 255, 255]).all(axis=2))] = random.randint(\n 245, 255)\n marker[np.where((marker == [0, 0, 0]).all(axis=2))] = random.randint(0, 15)\n return marker\n\n\ndef generate_sample_with_given_background(background, marker):\n marker = cv2.resize(marker, (int(marker.shape[1] * (random.randint(3, 9\n ) / 10)), int(marker.shape[0] * (random.randint(3, 9) / 10))),\n interpolation=cv2.INTER_AREA)\n height, width, _ = marker.shape\n marker = cv2.warpPerspective(marker, cv2.getPerspectiveTransform(np.\n float32([[0, 0], [width, 0], [0, height], [width, height]]), np.\n float32([[random.randint(0, 10) / 100 * width, random.randint(0, 10\n ) / 100 * height], [width - random.randint(0, 10) / 100 * width, \n random.randint(0, 10) / 100 * height], [random.randint(0, 10) / 100 *\n width, height - random.randint(0, 10) / 100 * height], [width - \n random.randint(0, 10) / 100 * width, height - random.randint(0, 10) /\n 100 * height]])), (width, height), borderValue=(1, 1, 1))\n angle_rot = random.randint(0, 360)\n marker = cv2.warpAffine(marker, cv2.getRotationMatrix2D((width / 2, \n height / 2), np.random.uniform(angle_rot) - angle_rot / 2, 1), (\n width, height), borderValue=(1, 1, 1))\n marker2 = np.ones(shape=background.shape).astype(np.uint8)\n x = random.randint(0, background.shape[1] - marker.shape[1])\n y = random.randint(0, background.shape[0] - marker.shape[0])\n marker2[y:y + marker.shape[0], x:x + marker.shape[1]] = marker[0:marker\n .shape[0], 0:marker.shape[1]]\n mask = np.zeros(shape=(background.shape[0], background.shape[1],\n background.shape[2])).astype(np.uint8)\n mask[np.where((marker2 == [1, 1, 1]).all(axis=2))] = 255\n mask = 255 - mask\n mask = cv2.morphologyEx(mask, cv2.MORPH_CLOSE, cv2.\n getStructuringElement(cv2.MORPH_ELLIPSE, (3, 3)))\n idx = mask == 255\n background[idx] = marker2[idx]\n illuminationMask = np.zeros(shape=background.shape, dtype=np.uint8)\n shape = background.shape\n for _ in range(random.randint(0, 5)):\n randomNo = random.randint(5, 80)\n cv2.circle(illuminationMask, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), int((shape[1] + shape[0]) * (random.\n randint(1, 20) / 100)), (randomNo, randomNo, randomNo), -1)\n for _ in range(random.randint(0, 9)):\n randomNo = random.randint(5, 80)\n cv2.line(illuminationMask, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (randomNo, randomNo, randomNo), random.\n randint(3, int((shape[1] + shape[0]) * (random.randint(1, 10) /\n 100))))\n illuminationMask = cv2.GaussianBlur(illuminationMask, (35, 35), 0)\n if random.randint(0, 1) == 0:\n background = cv2.subtract(background, illuminationMask)\n else:\n background = cv2.addWeighted(background, 1.0, illuminationMask, 0.5, 0)\n return background, mask\n\n\ndef generate_random_full_synthetic_sample(shape=(512, 512, 3), DICT_4X4_50=\n False, DICT_4X4_100=False, DICT_4X4_250=False, DICT_4X4_1000=False,\n DICT_5X5_50=False, DICT_5X5_100=False, DICT_5X5_250=False,\n DICT_5X5_1000=False, DICT_6X6_50=False, DICT_6X6_100=False,\n DICT_6X6_250=False, DICT_6X6_1000=False, DICT_7X7_50=False,\n DICT_7X7_100=False, DICT_7X7_250=False, DICT_7X7_1000=False,\n DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9\n =False, DICT_APRILTAG_36h10=False, DICT_APRILTAG_36h11=True):\n background = np.random.randint(255, size=shape, dtype=np.uint8)\n for _ in range(random.randint(1, 5)):\n cv2.circle(background, (random.randint(1, shape[1]), random.randint\n (1, shape[0])), int((shape[1] + shape[0]) * (random.randint(1, \n 20) / 100)), (random.randint(0, 255), random.randint(0, 255),\n random.randint(0, 255)), -1)\n for _ in range(random.randint(2, 5)):\n cv2.rectangle(background, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(0, 255), random.randint(\n 0, 255), random.randint(0, 255)), cv2.FILLED)\n for _ in range(random.randint(5, 15)):\n cv2.line(background, (random.randint(1, shape[1]), random.randint(1,\n shape[0])), (random.randint(1, shape[1]), random.randint(1,\n shape[0])), (random.randint(0, 255), random.randint(0, 255),\n random.randint(0, 255)), random.randint(3, int((shape[1] +\n shape[0]) * (random.randint(1, 10) / 100))))\n return generate_sample_with_given_background(background,\n get_random_marker(shape, DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11))\n\n\ndef generate_random_half_synthetic_sample(shape=(512, 512, 3), DICT_4X4_50=\n False, DICT_4X4_100=False, DICT_4X4_250=False, DICT_4X4_1000=False,\n DICT_5X5_50=False, DICT_5X5_100=False, DICT_5X5_250=False,\n DICT_5X5_1000=False, DICT_6X6_50=False, DICT_6X6_100=False,\n DICT_6X6_250=False, DICT_6X6_1000=False, DICT_7X7_50=False,\n DICT_7X7_100=False, DICT_7X7_250=False, DICT_7X7_1000=False,\n DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9\n =False, DICT_APRILTAG_36h10=False, DICT_APRILTAG_36h11=True):\n background = None\n while background is None:\n background = cv2.imread('./bg/' + os.listdir('./bg/')[random.\n randint(0, len(os.listdir('./bg/')) - 1)], 3)\n background = cv2.resize(background, (shape[0], shape[1]))\n return generate_sample_with_given_background(background,\n get_random_marker(shape, DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11))\n", "<import token>\n\n\ndef get_dictionary(DICT_4X4_50=False, DICT_4X4_100=False, DICT_4X4_250=\n False, DICT_4X4_1000=False, DICT_5X5_50=False, DICT_5X5_100=False,\n DICT_5X5_250=False, DICT_5X5_1000=False, DICT_6X6_50=False,\n DICT_6X6_100=False, DICT_6X6_250=False, DICT_6X6_1000=False,\n DICT_7X7_50=False, DICT_7X7_100=False, DICT_7X7_250=False,\n DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=\n False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10=False,\n DICT_APRILTAG_36h11=False):\n dictionary = []\n if DICT_4X4_50:\n dictionary.append([aruco.DICT_4X4_50, 50])\n if DICT_4X4_100:\n dictionary.append([aruco.DICT_4X4_100, 100])\n if DICT_4X4_250:\n dictionary.append([aruco.DICT_4X4_250, 250])\n if DICT_4X4_1000:\n dictionary.append([aruco.DICT_4X4_1000, 1000])\n if DICT_5X5_50:\n dictionary.append([aruco.DICT_5X5_50, 50])\n if DICT_5X5_100:\n dictionary.append([aruco.DICT_5X5_100, 100])\n if DICT_5X5_250:\n dictionary.append([aruco.DICT_5X5_250, 250])\n if DICT_5X5_1000:\n dictionary.append([aruco.DICT_5X5_1000, 1000])\n if DICT_6X6_50:\n dictionary.append([aruco.DICT_6X6_50, 50])\n if DICT_6X6_100:\n dictionary.append([aruco.DICT_6X6_100, 100])\n if DICT_6X6_250:\n dictionary.append([aruco.DICT_6X6_250, 250])\n if DICT_6X6_1000:\n dictionary.append([aruco.DICT_6X6_1000, 1000])\n if DICT_7X7_50:\n dictionary.append([aruco.DICT_7X7_50, 50])\n if DICT_7X7_100:\n dictionary.append([aruco.DICT_7X7_100, 100])\n if DICT_7X7_250:\n dictionary.append([aruco.DICT_7X7_250, 250])\n if DICT_7X7_1000:\n dictionary.append([aruco.DICT_7X7_1000, 1000])\n if DICT_ARUCO_ORIGINAL:\n dictionary.append([aruco.DICT_ARUCO_ORIGINAL, 1024])\n if DICT_APRILTAG_16h5:\n dictionary.append([aruco.DICT_APRILTAG_16h5, 30])\n if DICT_APRILTAG_25h9:\n dictionary.append([aruco.DICT_APRILTAG_25h9, 35])\n if DICT_APRILTAG_36h10:\n dictionary.append([aruco.DICT_APRILTAG_36h10, 2320])\n if DICT_APRILTAG_36h11:\n dictionary.append([aruco.DICT_APRILTAG_36h11, 587])\n return dictionary\n\n\ndef get_random_marker(shape=(512, 512, 3), DICT_4X4_50=False, DICT_4X4_100=\n False, DICT_4X4_250=False, DICT_4X4_1000=False, DICT_5X5_50=False,\n DICT_5X5_100=False, DICT_5X5_250=False, DICT_5X5_1000=False,\n DICT_6X6_50=False, DICT_6X6_100=False, DICT_6X6_250=False,\n DICT_6X6_1000=False, DICT_7X7_50=False, DICT_7X7_100=False,\n DICT_7X7_250=False, DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False,\n DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10\n =False, DICT_APRILTAG_36h11=True):\n dictionary = get_dictionary(DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11)\n dictionary = random.choice(dictionary)\n marker = aruco.drawMarker(aruco.getPredefinedDictionary(dictionary[0]),\n random.randint(0, dictionary[1] - 1), int(shape[0] / 2) - 1)\n marker = cv2.copyMakeBorder(marker, 20, 20, 20, 20, cv2.BORDER_CONSTANT,\n value=255)\n marker = cv2.cvtColor(marker, cv2.COLOR_GRAY2BGR)\n marker[np.where((marker == [255, 255, 255]).all(axis=2))] = random.randint(\n 245, 255)\n marker[np.where((marker == [0, 0, 0]).all(axis=2))] = random.randint(0, 15)\n return marker\n\n\ndef generate_sample_with_given_background(background, marker):\n marker = cv2.resize(marker, (int(marker.shape[1] * (random.randint(3, 9\n ) / 10)), int(marker.shape[0] * (random.randint(3, 9) / 10))),\n interpolation=cv2.INTER_AREA)\n height, width, _ = marker.shape\n marker = cv2.warpPerspective(marker, cv2.getPerspectiveTransform(np.\n float32([[0, 0], [width, 0], [0, height], [width, height]]), np.\n float32([[random.randint(0, 10) / 100 * width, random.randint(0, 10\n ) / 100 * height], [width - random.randint(0, 10) / 100 * width, \n random.randint(0, 10) / 100 * height], [random.randint(0, 10) / 100 *\n width, height - random.randint(0, 10) / 100 * height], [width - \n random.randint(0, 10) / 100 * width, height - random.randint(0, 10) /\n 100 * height]])), (width, height), borderValue=(1, 1, 1))\n angle_rot = random.randint(0, 360)\n marker = cv2.warpAffine(marker, cv2.getRotationMatrix2D((width / 2, \n height / 2), np.random.uniform(angle_rot) - angle_rot / 2, 1), (\n width, height), borderValue=(1, 1, 1))\n marker2 = np.ones(shape=background.shape).astype(np.uint8)\n x = random.randint(0, background.shape[1] - marker.shape[1])\n y = random.randint(0, background.shape[0] - marker.shape[0])\n marker2[y:y + marker.shape[0], x:x + marker.shape[1]] = marker[0:marker\n .shape[0], 0:marker.shape[1]]\n mask = np.zeros(shape=(background.shape[0], background.shape[1],\n background.shape[2])).astype(np.uint8)\n mask[np.where((marker2 == [1, 1, 1]).all(axis=2))] = 255\n mask = 255 - mask\n mask = cv2.morphologyEx(mask, cv2.MORPH_CLOSE, cv2.\n getStructuringElement(cv2.MORPH_ELLIPSE, (3, 3)))\n idx = mask == 255\n background[idx] = marker2[idx]\n illuminationMask = np.zeros(shape=background.shape, dtype=np.uint8)\n shape = background.shape\n for _ in range(random.randint(0, 5)):\n randomNo = random.randint(5, 80)\n cv2.circle(illuminationMask, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), int((shape[1] + shape[0]) * (random.\n randint(1, 20) / 100)), (randomNo, randomNo, randomNo), -1)\n for _ in range(random.randint(0, 9)):\n randomNo = random.randint(5, 80)\n cv2.line(illuminationMask, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (randomNo, randomNo, randomNo), random.\n randint(3, int((shape[1] + shape[0]) * (random.randint(1, 10) /\n 100))))\n illuminationMask = cv2.GaussianBlur(illuminationMask, (35, 35), 0)\n if random.randint(0, 1) == 0:\n background = cv2.subtract(background, illuminationMask)\n else:\n background = cv2.addWeighted(background, 1.0, illuminationMask, 0.5, 0)\n return background, mask\n\n\ndef generate_random_full_synthetic_sample(shape=(512, 512, 3), DICT_4X4_50=\n False, DICT_4X4_100=False, DICT_4X4_250=False, DICT_4X4_1000=False,\n DICT_5X5_50=False, DICT_5X5_100=False, DICT_5X5_250=False,\n DICT_5X5_1000=False, DICT_6X6_50=False, DICT_6X6_100=False,\n DICT_6X6_250=False, DICT_6X6_1000=False, DICT_7X7_50=False,\n DICT_7X7_100=False, DICT_7X7_250=False, DICT_7X7_1000=False,\n DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9\n =False, DICT_APRILTAG_36h10=False, DICT_APRILTAG_36h11=True):\n background = np.random.randint(255, size=shape, dtype=np.uint8)\n for _ in range(random.randint(1, 5)):\n cv2.circle(background, (random.randint(1, shape[1]), random.randint\n (1, shape[0])), int((shape[1] + shape[0]) * (random.randint(1, \n 20) / 100)), (random.randint(0, 255), random.randint(0, 255),\n random.randint(0, 255)), -1)\n for _ in range(random.randint(2, 5)):\n cv2.rectangle(background, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(0, 255), random.randint(\n 0, 255), random.randint(0, 255)), cv2.FILLED)\n for _ in range(random.randint(5, 15)):\n cv2.line(background, (random.randint(1, shape[1]), random.randint(1,\n shape[0])), (random.randint(1, shape[1]), random.randint(1,\n shape[0])), (random.randint(0, 255), random.randint(0, 255),\n random.randint(0, 255)), random.randint(3, int((shape[1] +\n shape[0]) * (random.randint(1, 10) / 100))))\n return generate_sample_with_given_background(background,\n get_random_marker(shape, DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11))\n\n\ndef generate_random_half_synthetic_sample(shape=(512, 512, 3), DICT_4X4_50=\n False, DICT_4X4_100=False, DICT_4X4_250=False, DICT_4X4_1000=False,\n DICT_5X5_50=False, DICT_5X5_100=False, DICT_5X5_250=False,\n DICT_5X5_1000=False, DICT_6X6_50=False, DICT_6X6_100=False,\n DICT_6X6_250=False, DICT_6X6_1000=False, DICT_7X7_50=False,\n DICT_7X7_100=False, DICT_7X7_250=False, DICT_7X7_1000=False,\n DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9\n =False, DICT_APRILTAG_36h10=False, DICT_APRILTAG_36h11=True):\n background = None\n while background is None:\n background = cv2.imread('./bg/' + os.listdir('./bg/')[random.\n randint(0, len(os.listdir('./bg/')) - 1)], 3)\n background = cv2.resize(background, (shape[0], shape[1]))\n return generate_sample_with_given_background(background,\n get_random_marker(shape, DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11))\n", "<import token>\n\n\ndef get_dictionary(DICT_4X4_50=False, DICT_4X4_100=False, DICT_4X4_250=\n False, DICT_4X4_1000=False, DICT_5X5_50=False, DICT_5X5_100=False,\n DICT_5X5_250=False, DICT_5X5_1000=False, DICT_6X6_50=False,\n DICT_6X6_100=False, DICT_6X6_250=False, DICT_6X6_1000=False,\n DICT_7X7_50=False, DICT_7X7_100=False, DICT_7X7_250=False,\n DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=\n False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10=False,\n DICT_APRILTAG_36h11=False):\n dictionary = []\n if DICT_4X4_50:\n dictionary.append([aruco.DICT_4X4_50, 50])\n if DICT_4X4_100:\n dictionary.append([aruco.DICT_4X4_100, 100])\n if DICT_4X4_250:\n dictionary.append([aruco.DICT_4X4_250, 250])\n if DICT_4X4_1000:\n dictionary.append([aruco.DICT_4X4_1000, 1000])\n if DICT_5X5_50:\n dictionary.append([aruco.DICT_5X5_50, 50])\n if DICT_5X5_100:\n dictionary.append([aruco.DICT_5X5_100, 100])\n if DICT_5X5_250:\n dictionary.append([aruco.DICT_5X5_250, 250])\n if DICT_5X5_1000:\n dictionary.append([aruco.DICT_5X5_1000, 1000])\n if DICT_6X6_50:\n dictionary.append([aruco.DICT_6X6_50, 50])\n if DICT_6X6_100:\n dictionary.append([aruco.DICT_6X6_100, 100])\n if DICT_6X6_250:\n dictionary.append([aruco.DICT_6X6_250, 250])\n if DICT_6X6_1000:\n dictionary.append([aruco.DICT_6X6_1000, 1000])\n if DICT_7X7_50:\n dictionary.append([aruco.DICT_7X7_50, 50])\n if DICT_7X7_100:\n dictionary.append([aruco.DICT_7X7_100, 100])\n if DICT_7X7_250:\n dictionary.append([aruco.DICT_7X7_250, 250])\n if DICT_7X7_1000:\n dictionary.append([aruco.DICT_7X7_1000, 1000])\n if DICT_ARUCO_ORIGINAL:\n dictionary.append([aruco.DICT_ARUCO_ORIGINAL, 1024])\n if DICT_APRILTAG_16h5:\n dictionary.append([aruco.DICT_APRILTAG_16h5, 30])\n if DICT_APRILTAG_25h9:\n dictionary.append([aruco.DICT_APRILTAG_25h9, 35])\n if DICT_APRILTAG_36h10:\n dictionary.append([aruco.DICT_APRILTAG_36h10, 2320])\n if DICT_APRILTAG_36h11:\n dictionary.append([aruco.DICT_APRILTAG_36h11, 587])\n return dictionary\n\n\ndef get_random_marker(shape=(512, 512, 3), DICT_4X4_50=False, DICT_4X4_100=\n False, DICT_4X4_250=False, DICT_4X4_1000=False, DICT_5X5_50=False,\n DICT_5X5_100=False, DICT_5X5_250=False, DICT_5X5_1000=False,\n DICT_6X6_50=False, DICT_6X6_100=False, DICT_6X6_250=False,\n DICT_6X6_1000=False, DICT_7X7_50=False, DICT_7X7_100=False,\n DICT_7X7_250=False, DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False,\n DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10\n =False, DICT_APRILTAG_36h11=True):\n dictionary = get_dictionary(DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11)\n dictionary = random.choice(dictionary)\n marker = aruco.drawMarker(aruco.getPredefinedDictionary(dictionary[0]),\n random.randint(0, dictionary[1] - 1), int(shape[0] / 2) - 1)\n marker = cv2.copyMakeBorder(marker, 20, 20, 20, 20, cv2.BORDER_CONSTANT,\n value=255)\n marker = cv2.cvtColor(marker, cv2.COLOR_GRAY2BGR)\n marker[np.where((marker == [255, 255, 255]).all(axis=2))] = random.randint(\n 245, 255)\n marker[np.where((marker == [0, 0, 0]).all(axis=2))] = random.randint(0, 15)\n return marker\n\n\ndef generate_sample_with_given_background(background, marker):\n marker = cv2.resize(marker, (int(marker.shape[1] * (random.randint(3, 9\n ) / 10)), int(marker.shape[0] * (random.randint(3, 9) / 10))),\n interpolation=cv2.INTER_AREA)\n height, width, _ = marker.shape\n marker = cv2.warpPerspective(marker, cv2.getPerspectiveTransform(np.\n float32([[0, 0], [width, 0], [0, height], [width, height]]), np.\n float32([[random.randint(0, 10) / 100 * width, random.randint(0, 10\n ) / 100 * height], [width - random.randint(0, 10) / 100 * width, \n random.randint(0, 10) / 100 * height], [random.randint(0, 10) / 100 *\n width, height - random.randint(0, 10) / 100 * height], [width - \n random.randint(0, 10) / 100 * width, height - random.randint(0, 10) /\n 100 * height]])), (width, height), borderValue=(1, 1, 1))\n angle_rot = random.randint(0, 360)\n marker = cv2.warpAffine(marker, cv2.getRotationMatrix2D((width / 2, \n height / 2), np.random.uniform(angle_rot) - angle_rot / 2, 1), (\n width, height), borderValue=(1, 1, 1))\n marker2 = np.ones(shape=background.shape).astype(np.uint8)\n x = random.randint(0, background.shape[1] - marker.shape[1])\n y = random.randint(0, background.shape[0] - marker.shape[0])\n marker2[y:y + marker.shape[0], x:x + marker.shape[1]] = marker[0:marker\n .shape[0], 0:marker.shape[1]]\n mask = np.zeros(shape=(background.shape[0], background.shape[1],\n background.shape[2])).astype(np.uint8)\n mask[np.where((marker2 == [1, 1, 1]).all(axis=2))] = 255\n mask = 255 - mask\n mask = cv2.morphologyEx(mask, cv2.MORPH_CLOSE, cv2.\n getStructuringElement(cv2.MORPH_ELLIPSE, (3, 3)))\n idx = mask == 255\n background[idx] = marker2[idx]\n illuminationMask = np.zeros(shape=background.shape, dtype=np.uint8)\n shape = background.shape\n for _ in range(random.randint(0, 5)):\n randomNo = random.randint(5, 80)\n cv2.circle(illuminationMask, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), int((shape[1] + shape[0]) * (random.\n randint(1, 20) / 100)), (randomNo, randomNo, randomNo), -1)\n for _ in range(random.randint(0, 9)):\n randomNo = random.randint(5, 80)\n cv2.line(illuminationMask, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (randomNo, randomNo, randomNo), random.\n randint(3, int((shape[1] + shape[0]) * (random.randint(1, 10) /\n 100))))\n illuminationMask = cv2.GaussianBlur(illuminationMask, (35, 35), 0)\n if random.randint(0, 1) == 0:\n background = cv2.subtract(background, illuminationMask)\n else:\n background = cv2.addWeighted(background, 1.0, illuminationMask, 0.5, 0)\n return background, mask\n\n\ndef generate_random_full_synthetic_sample(shape=(512, 512, 3), DICT_4X4_50=\n False, DICT_4X4_100=False, DICT_4X4_250=False, DICT_4X4_1000=False,\n DICT_5X5_50=False, DICT_5X5_100=False, DICT_5X5_250=False,\n DICT_5X5_1000=False, DICT_6X6_50=False, DICT_6X6_100=False,\n DICT_6X6_250=False, DICT_6X6_1000=False, DICT_7X7_50=False,\n DICT_7X7_100=False, DICT_7X7_250=False, DICT_7X7_1000=False,\n DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9\n =False, DICT_APRILTAG_36h10=False, DICT_APRILTAG_36h11=True):\n background = np.random.randint(255, size=shape, dtype=np.uint8)\n for _ in range(random.randint(1, 5)):\n cv2.circle(background, (random.randint(1, shape[1]), random.randint\n (1, shape[0])), int((shape[1] + shape[0]) * (random.randint(1, \n 20) / 100)), (random.randint(0, 255), random.randint(0, 255),\n random.randint(0, 255)), -1)\n for _ in range(random.randint(2, 5)):\n cv2.rectangle(background, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(0, 255), random.randint(\n 0, 255), random.randint(0, 255)), cv2.FILLED)\n for _ in range(random.randint(5, 15)):\n cv2.line(background, (random.randint(1, shape[1]), random.randint(1,\n shape[0])), (random.randint(1, shape[1]), random.randint(1,\n shape[0])), (random.randint(0, 255), random.randint(0, 255),\n random.randint(0, 255)), random.randint(3, int((shape[1] +\n shape[0]) * (random.randint(1, 10) / 100))))\n return generate_sample_with_given_background(background,\n get_random_marker(shape, DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11))\n\n\n<function token>\n", "<import token>\n<function token>\n\n\ndef get_random_marker(shape=(512, 512, 3), DICT_4X4_50=False, DICT_4X4_100=\n False, DICT_4X4_250=False, DICT_4X4_1000=False, DICT_5X5_50=False,\n DICT_5X5_100=False, DICT_5X5_250=False, DICT_5X5_1000=False,\n DICT_6X6_50=False, DICT_6X6_100=False, DICT_6X6_250=False,\n DICT_6X6_1000=False, DICT_7X7_50=False, DICT_7X7_100=False,\n DICT_7X7_250=False, DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False,\n DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10\n =False, DICT_APRILTAG_36h11=True):\n dictionary = get_dictionary(DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11)\n dictionary = random.choice(dictionary)\n marker = aruco.drawMarker(aruco.getPredefinedDictionary(dictionary[0]),\n random.randint(0, dictionary[1] - 1), int(shape[0] / 2) - 1)\n marker = cv2.copyMakeBorder(marker, 20, 20, 20, 20, cv2.BORDER_CONSTANT,\n value=255)\n marker = cv2.cvtColor(marker, cv2.COLOR_GRAY2BGR)\n marker[np.where((marker == [255, 255, 255]).all(axis=2))] = random.randint(\n 245, 255)\n marker[np.where((marker == [0, 0, 0]).all(axis=2))] = random.randint(0, 15)\n return marker\n\n\ndef generate_sample_with_given_background(background, marker):\n marker = cv2.resize(marker, (int(marker.shape[1] * (random.randint(3, 9\n ) / 10)), int(marker.shape[0] * (random.randint(3, 9) / 10))),\n interpolation=cv2.INTER_AREA)\n height, width, _ = marker.shape\n marker = cv2.warpPerspective(marker, cv2.getPerspectiveTransform(np.\n float32([[0, 0], [width, 0], [0, height], [width, height]]), np.\n float32([[random.randint(0, 10) / 100 * width, random.randint(0, 10\n ) / 100 * height], [width - random.randint(0, 10) / 100 * width, \n random.randint(0, 10) / 100 * height], [random.randint(0, 10) / 100 *\n width, height - random.randint(0, 10) / 100 * height], [width - \n random.randint(0, 10) / 100 * width, height - random.randint(0, 10) /\n 100 * height]])), (width, height), borderValue=(1, 1, 1))\n angle_rot = random.randint(0, 360)\n marker = cv2.warpAffine(marker, cv2.getRotationMatrix2D((width / 2, \n height / 2), np.random.uniform(angle_rot) - angle_rot / 2, 1), (\n width, height), borderValue=(1, 1, 1))\n marker2 = np.ones(shape=background.shape).astype(np.uint8)\n x = random.randint(0, background.shape[1] - marker.shape[1])\n y = random.randint(0, background.shape[0] - marker.shape[0])\n marker2[y:y + marker.shape[0], x:x + marker.shape[1]] = marker[0:marker\n .shape[0], 0:marker.shape[1]]\n mask = np.zeros(shape=(background.shape[0], background.shape[1],\n background.shape[2])).astype(np.uint8)\n mask[np.where((marker2 == [1, 1, 1]).all(axis=2))] = 255\n mask = 255 - mask\n mask = cv2.morphologyEx(mask, cv2.MORPH_CLOSE, cv2.\n getStructuringElement(cv2.MORPH_ELLIPSE, (3, 3)))\n idx = mask == 255\n background[idx] = marker2[idx]\n illuminationMask = np.zeros(shape=background.shape, dtype=np.uint8)\n shape = background.shape\n for _ in range(random.randint(0, 5)):\n randomNo = random.randint(5, 80)\n cv2.circle(illuminationMask, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), int((shape[1] + shape[0]) * (random.\n randint(1, 20) / 100)), (randomNo, randomNo, randomNo), -1)\n for _ in range(random.randint(0, 9)):\n randomNo = random.randint(5, 80)\n cv2.line(illuminationMask, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (randomNo, randomNo, randomNo), random.\n randint(3, int((shape[1] + shape[0]) * (random.randint(1, 10) /\n 100))))\n illuminationMask = cv2.GaussianBlur(illuminationMask, (35, 35), 0)\n if random.randint(0, 1) == 0:\n background = cv2.subtract(background, illuminationMask)\n else:\n background = cv2.addWeighted(background, 1.0, illuminationMask, 0.5, 0)\n return background, mask\n\n\ndef generate_random_full_synthetic_sample(shape=(512, 512, 3), DICT_4X4_50=\n False, DICT_4X4_100=False, DICT_4X4_250=False, DICT_4X4_1000=False,\n DICT_5X5_50=False, DICT_5X5_100=False, DICT_5X5_250=False,\n DICT_5X5_1000=False, DICT_6X6_50=False, DICT_6X6_100=False,\n DICT_6X6_250=False, DICT_6X6_1000=False, DICT_7X7_50=False,\n DICT_7X7_100=False, DICT_7X7_250=False, DICT_7X7_1000=False,\n DICT_ARUCO_ORIGINAL=False, DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9\n =False, DICT_APRILTAG_36h10=False, DICT_APRILTAG_36h11=True):\n background = np.random.randint(255, size=shape, dtype=np.uint8)\n for _ in range(random.randint(1, 5)):\n cv2.circle(background, (random.randint(1, shape[1]), random.randint\n (1, shape[0])), int((shape[1] + shape[0]) * (random.randint(1, \n 20) / 100)), (random.randint(0, 255), random.randint(0, 255),\n random.randint(0, 255)), -1)\n for _ in range(random.randint(2, 5)):\n cv2.rectangle(background, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(0, 255), random.randint(\n 0, 255), random.randint(0, 255)), cv2.FILLED)\n for _ in range(random.randint(5, 15)):\n cv2.line(background, (random.randint(1, shape[1]), random.randint(1,\n shape[0])), (random.randint(1, shape[1]), random.randint(1,\n shape[0])), (random.randint(0, 255), random.randint(0, 255),\n random.randint(0, 255)), random.randint(3, int((shape[1] +\n shape[0]) * (random.randint(1, 10) / 100))))\n return generate_sample_with_given_background(background,\n get_random_marker(shape, DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11))\n\n\n<function token>\n", "<import token>\n<function token>\n\n\ndef get_random_marker(shape=(512, 512, 3), DICT_4X4_50=False, DICT_4X4_100=\n False, DICT_4X4_250=False, DICT_4X4_1000=False, DICT_5X5_50=False,\n DICT_5X5_100=False, DICT_5X5_250=False, DICT_5X5_1000=False,\n DICT_6X6_50=False, DICT_6X6_100=False, DICT_6X6_250=False,\n DICT_6X6_1000=False, DICT_7X7_50=False, DICT_7X7_100=False,\n DICT_7X7_250=False, DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False,\n DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10\n =False, DICT_APRILTAG_36h11=True):\n dictionary = get_dictionary(DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11)\n dictionary = random.choice(dictionary)\n marker = aruco.drawMarker(aruco.getPredefinedDictionary(dictionary[0]),\n random.randint(0, dictionary[1] - 1), int(shape[0] / 2) - 1)\n marker = cv2.copyMakeBorder(marker, 20, 20, 20, 20, cv2.BORDER_CONSTANT,\n value=255)\n marker = cv2.cvtColor(marker, cv2.COLOR_GRAY2BGR)\n marker[np.where((marker == [255, 255, 255]).all(axis=2))] = random.randint(\n 245, 255)\n marker[np.where((marker == [0, 0, 0]).all(axis=2))] = random.randint(0, 15)\n return marker\n\n\ndef generate_sample_with_given_background(background, marker):\n marker = cv2.resize(marker, (int(marker.shape[1] * (random.randint(3, 9\n ) / 10)), int(marker.shape[0] * (random.randint(3, 9) / 10))),\n interpolation=cv2.INTER_AREA)\n height, width, _ = marker.shape\n marker = cv2.warpPerspective(marker, cv2.getPerspectiveTransform(np.\n float32([[0, 0], [width, 0], [0, height], [width, height]]), np.\n float32([[random.randint(0, 10) / 100 * width, random.randint(0, 10\n ) / 100 * height], [width - random.randint(0, 10) / 100 * width, \n random.randint(0, 10) / 100 * height], [random.randint(0, 10) / 100 *\n width, height - random.randint(0, 10) / 100 * height], [width - \n random.randint(0, 10) / 100 * width, height - random.randint(0, 10) /\n 100 * height]])), (width, height), borderValue=(1, 1, 1))\n angle_rot = random.randint(0, 360)\n marker = cv2.warpAffine(marker, cv2.getRotationMatrix2D((width / 2, \n height / 2), np.random.uniform(angle_rot) - angle_rot / 2, 1), (\n width, height), borderValue=(1, 1, 1))\n marker2 = np.ones(shape=background.shape).astype(np.uint8)\n x = random.randint(0, background.shape[1] - marker.shape[1])\n y = random.randint(0, background.shape[0] - marker.shape[0])\n marker2[y:y + marker.shape[0], x:x + marker.shape[1]] = marker[0:marker\n .shape[0], 0:marker.shape[1]]\n mask = np.zeros(shape=(background.shape[0], background.shape[1],\n background.shape[2])).astype(np.uint8)\n mask[np.where((marker2 == [1, 1, 1]).all(axis=2))] = 255\n mask = 255 - mask\n mask = cv2.morphologyEx(mask, cv2.MORPH_CLOSE, cv2.\n getStructuringElement(cv2.MORPH_ELLIPSE, (3, 3)))\n idx = mask == 255\n background[idx] = marker2[idx]\n illuminationMask = np.zeros(shape=background.shape, dtype=np.uint8)\n shape = background.shape\n for _ in range(random.randint(0, 5)):\n randomNo = random.randint(5, 80)\n cv2.circle(illuminationMask, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), int((shape[1] + shape[0]) * (random.\n randint(1, 20) / 100)), (randomNo, randomNo, randomNo), -1)\n for _ in range(random.randint(0, 9)):\n randomNo = random.randint(5, 80)\n cv2.line(illuminationMask, (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (random.randint(1, shape[1]), random.\n randint(1, shape[0])), (randomNo, randomNo, randomNo), random.\n randint(3, int((shape[1] + shape[0]) * (random.randint(1, 10) /\n 100))))\n illuminationMask = cv2.GaussianBlur(illuminationMask, (35, 35), 0)\n if random.randint(0, 1) == 0:\n background = cv2.subtract(background, illuminationMask)\n else:\n background = cv2.addWeighted(background, 1.0, illuminationMask, 0.5, 0)\n return background, mask\n\n\n<function token>\n<function token>\n", "<import token>\n<function token>\n\n\ndef get_random_marker(shape=(512, 512, 3), DICT_4X4_50=False, DICT_4X4_100=\n False, DICT_4X4_250=False, DICT_4X4_1000=False, DICT_5X5_50=False,\n DICT_5X5_100=False, DICT_5X5_250=False, DICT_5X5_1000=False,\n DICT_6X6_50=False, DICT_6X6_100=False, DICT_6X6_250=False,\n DICT_6X6_1000=False, DICT_7X7_50=False, DICT_7X7_100=False,\n DICT_7X7_250=False, DICT_7X7_1000=False, DICT_ARUCO_ORIGINAL=False,\n DICT_APRILTAG_16h5=False, DICT_APRILTAG_25h9=False, DICT_APRILTAG_36h10\n =False, DICT_APRILTAG_36h11=True):\n dictionary = get_dictionary(DICT_4X4_50, DICT_4X4_100, DICT_4X4_250,\n DICT_4X4_1000, DICT_5X5_50, DICT_5X5_100, DICT_5X5_250,\n DICT_5X5_1000, DICT_6X6_50, DICT_6X6_100, DICT_6X6_250,\n DICT_6X6_1000, DICT_7X7_50, DICT_7X7_100, DICT_7X7_250,\n DICT_7X7_1000, DICT_ARUCO_ORIGINAL, DICT_APRILTAG_16h5,\n DICT_APRILTAG_25h9, DICT_APRILTAG_36h10, DICT_APRILTAG_36h11)\n dictionary = random.choice(dictionary)\n marker = aruco.drawMarker(aruco.getPredefinedDictionary(dictionary[0]),\n random.randint(0, dictionary[1] - 1), int(shape[0] / 2) - 1)\n marker = cv2.copyMakeBorder(marker, 20, 20, 20, 20, cv2.BORDER_CONSTANT,\n value=255)\n marker = cv2.cvtColor(marker, cv2.COLOR_GRAY2BGR)\n marker[np.where((marker == [255, 255, 255]).all(axis=2))] = random.randint(\n 245, 255)\n marker[np.where((marker == [0, 0, 0]).all(axis=2))] = random.randint(0, 15)\n return marker\n\n\n<function token>\n<function token>\n<function token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n" ]

[ "from . import blueprint\nfrom flask import render_template\nfrom flask_login import login_required\nfrom Dashboard import Dash_App1, Dash_App2, Dash_App3, Dash_App4\n\[email protected]('/app1')\n@login_required\ndef app1_template():\n return render_template('app1.html', dash_url = Dash_App1.url_base)\n\[email protected]('/app2')\n@login_required\ndef app2_template():\n return render_template('app2.html', dash_url = Dash_App2.url_base)\n\[email protected]('/app3')\n@login_required\ndef app3_template():\n return render_template('app3.html', dash_url = Dash_App3.url_base)\n\[email protected]('/app4')\n@login_required\ndef app4_template():\n return render_template('app4.html', dash_url = Dash_App4.url_base)", "from . import blueprint\nfrom flask import render_template\nfrom flask_login import login_required\nfrom Dashboard import Dash_App1, Dash_App2, Dash_App3, Dash_App4\n\n\[email protected]('/app1')\n@login_required\ndef app1_template():\n return render_template('app1.html', dash_url=Dash_App1.url_base)\n\n\[email protected]('/app2')\n@login_required\ndef app2_template():\n return render_template('app2.html', dash_url=Dash_App2.url_base)\n\n\[email protected]('/app3')\n@login_required\ndef app3_template():\n return render_template('app3.html', dash_url=Dash_App3.url_base)\n\n\[email protected]('/app4')\n@login_required\ndef app4_template():\n return render_template('app4.html', dash_url=Dash_App4.url_base)\n", "<import token>\n\n\[email protected]('/app1')\n@login_required\ndef app1_template():\n return render_template('app1.html', dash_url=Dash_App1.url_base)\n\n\[email protected]('/app2')\n@login_required\ndef app2_template():\n return render_template('app2.html', dash_url=Dash_App2.url_base)\n\n\[email protected]('/app3')\n@login_required\ndef app3_template():\n return render_template('app3.html', dash_url=Dash_App3.url_base)\n\n\[email protected]('/app4')\n@login_required\ndef app4_template():\n return render_template('app4.html', dash_url=Dash_App4.url_base)\n", "<import token>\n\n\[email protected]('/app1')\n@login_required\ndef app1_template():\n return render_template('app1.html', dash_url=Dash_App1.url_base)\n\n\[email protected]('/app2')\n@login_required\ndef app2_template():\n return render_template('app2.html', dash_url=Dash_App2.url_base)\n\n\n<function token>\n\n\[email protected]('/app4')\n@login_required\ndef app4_template():\n return render_template('app4.html', dash_url=Dash_App4.url_base)\n", "<import token>\n<function token>\n\n\[email protected]('/app2')\n@login_required\ndef app2_template():\n return render_template('app2.html', dash_url=Dash_App2.url_base)\n\n\n<function token>\n\n\[email protected]('/app4')\n@login_required\ndef app4_template():\n return render_template('app4.html', dash_url=Dash_App4.url_base)\n", "<import token>\n<function token>\n<function token>\n<function token>\n\n\[email protected]('/app4')\n@login_required\ndef app4_template():\n return render_template('app4.html', dash_url=Dash_App4.url_base)\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n" ]

[ "import sys\nimport json\nimport socket\nimport threading\nimport random\nimport time\nimport mutex\n\nfrom pythonchord.address import Address, inrange\nfrom pythonchord.remote import Remote\nfrom pythonchord.settings import *\nfrom network import *\nfrom pythonchord.chord import *\n\ndef generate_id(x, y, range):\n return int(int(x)/range*360/range+int(y)/range)\n\nclass Taxi(object):\n def __init__(self, x, y, local_address, remote_address = None):\n self.x = x\n self.y = y\n self.address = local_address\n if remote_address is None:\n self.local = Local(local_address)\n else:\n self.local = Local(local_address, remote_address) \n self.local.start()\n\n# x, y, local_ip , port for 1x1, port for 20x20, remote_ip_1x1, remote port for 1x1, remote_ip_20x20, remote port for 20x20\n\nif __name__ == \"__main__\":\n import sys\n x = sys.argv[1]\n y = sys.argv[2]\n local_ip = sys.argv[3]\n if len(sys.argv) == 5:\n taxi = Taxi(x,y,Address(local_ip, sys.argv[4]))\n else:\n remote_ip = sys.argv[5]\n taxi = Taxi(x,y,Address(local_ip, sys.argv[4]),Address(remote_ip, sys.argv[6]))", "import sys\nimport json\nimport socket\nimport threading\nimport random\nimport time\nimport mutex\nfrom pythonchord.address import Address, inrange\nfrom pythonchord.remote import Remote\nfrom pythonchord.settings import *\nfrom network import *\nfrom pythonchord.chord import *\n\n\ndef generate_id(x, y, range):\n return int(int(x) / range * 360 / range + int(y) / range)\n\n\nclass Taxi(object):\n\n def __init__(self, x, y, local_address, remote_address=None):\n self.x = x\n self.y = y\n self.address = local_address\n if remote_address is None:\n self.local = Local(local_address)\n else:\n self.local = Local(local_address, remote_address)\n self.local.start()\n\n\nif __name__ == '__main__':\n import sys\n x = sys.argv[1]\n y = sys.argv[2]\n local_ip = sys.argv[3]\n if len(sys.argv) == 5:\n taxi = Taxi(x, y, Address(local_ip, sys.argv[4]))\n else:\n remote_ip = sys.argv[5]\n taxi = Taxi(x, y, Address(local_ip, sys.argv[4]), Address(remote_ip,\n sys.argv[6]))\n", "<import token>\n\n\ndef generate_id(x, y, range):\n return int(int(x) / range * 360 / range + int(y) / range)\n\n\nclass Taxi(object):\n\n def __init__(self, x, y, local_address, remote_address=None):\n self.x = x\n self.y = y\n self.address = local_address\n if remote_address is None:\n self.local = Local(local_address)\n else:\n self.local = Local(local_address, remote_address)\n self.local.start()\n\n\nif __name__ == '__main__':\n import sys\n x = sys.argv[1]\n y = sys.argv[2]\n local_ip = sys.argv[3]\n if len(sys.argv) == 5:\n taxi = Taxi(x, y, Address(local_ip, sys.argv[4]))\n else:\n remote_ip = sys.argv[5]\n taxi = Taxi(x, y, Address(local_ip, sys.argv[4]), Address(remote_ip,\n sys.argv[6]))\n", "<import token>\n\n\ndef generate_id(x, y, range):\n return int(int(x) / range * 360 / range + int(y) / range)\n\n\nclass Taxi(object):\n\n def __init__(self, x, y, local_address, remote_address=None):\n self.x = x\n self.y = y\n self.address = local_address\n if remote_address is None:\n self.local = Local(local_address)\n else:\n self.local = Local(local_address, remote_address)\n self.local.start()\n\n\n<code token>\n", "<import token>\n<function token>\n\n\nclass Taxi(object):\n\n def __init__(self, x, y, local_address, remote_address=None):\n self.x = x\n self.y = y\n self.address = local_address\n if remote_address is None:\n self.local = Local(local_address)\n else:\n self.local = Local(local_address, remote_address)\n self.local.start()\n\n\n<code token>\n", "<import token>\n<function token>\n\n\nclass Taxi(object):\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<code token>\n" ]

[ "# -*- coding: utf-8 -*-\n\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport random\n\n\ndef IniciaMapa(dimensoes=[30, 30]):\n \"\"\"\n Carrega randomicamente um tabuleiro com valores aleatórios (por padrão, [30,30])\n\n Entrada:\n - Dimensões desejadas para o tabuleiro (lista)\n\n Saída:\n - Matriz x por y com valores aleatórios\n \"\"\"\n\n print('\\n')\n print(5*\"*\")\n print(\"TRABALHO DE INTELIGÊNCIA ARTIFICIAL - IMPLEMENTAÇÃO A*\")\n print(5*\"*\")\n print('\\n')\n print(\"Neste trabalho, um tabuleiro 2D representando um mapa é gerado e, com a entrada dos pontos de origem e destino, o problema busca encontrar o deslocamento ótimo com o algoritmo A*\")\n print('Seu mapa pode ser visualizado na janela em suspensão.')\n print(2*'\\n')\n\n # tabuleiro = np.random.randint(20, size=(dimensoes[0], dimensoes[1]))\n tabuleiro = np.random.randint(20, size=(dimensoes[0], dimensoes[1]))\n\n return tabuleiro\n\n\nif __name__ == '__main__':\n tabuleiro = IniciaMapa()\n print(tabuleiro[1, 2])\n", "import matplotlib.pyplot as plt\nimport numpy as np\nimport random\n\n\ndef IniciaMapa(dimensoes=[30, 30]):\n \"\"\"\n Carrega randomicamente um tabuleiro com valores aleatórios (por padrão, [30,30])\n\n Entrada:\n - Dimensões desejadas para o tabuleiro (lista)\n\n Saída:\n - Matriz x por y com valores aleatórios\n \"\"\"\n print('\\n')\n print(5 * '*')\n print('TRABALHO DE INTELIGÊNCIA ARTIFICIAL - IMPLEMENTAÇÃO A*')\n print(5 * '*')\n print('\\n')\n print(\n 'Neste trabalho, um tabuleiro 2D representando um mapa é gerado e, com a entrada dos pontos de origem e destino, o problema busca encontrar o deslocamento ótimo com o algoritmo A*'\n )\n print('Seu mapa pode ser visualizado na janela em suspensão.')\n print(2 * '\\n')\n tabuleiro = np.random.randint(20, size=(dimensoes[0], dimensoes[1]))\n return tabuleiro\n\n\nif __name__ == '__main__':\n tabuleiro = IniciaMapa()\n print(tabuleiro[1, 2])\n", "<import token>\n\n\ndef IniciaMapa(dimensoes=[30, 30]):\n \"\"\"\n Carrega randomicamente um tabuleiro com valores aleatórios (por padrão, [30,30])\n\n Entrada:\n - Dimensões desejadas para o tabuleiro (lista)\n\n Saída:\n - Matriz x por y com valores aleatórios\n \"\"\"\n print('\\n')\n print(5 * '*')\n print('TRABALHO DE INTELIGÊNCIA ARTIFICIAL - IMPLEMENTAÇÃO A*')\n print(5 * '*')\n print('\\n')\n print(\n 'Neste trabalho, um tabuleiro 2D representando um mapa é gerado e, com a entrada dos pontos de origem e destino, o problema busca encontrar o deslocamento ótimo com o algoritmo A*'\n )\n print('Seu mapa pode ser visualizado na janela em suspensão.')\n print(2 * '\\n')\n tabuleiro = np.random.randint(20, size=(dimensoes[0], dimensoes[1]))\n return tabuleiro\n\n\nif __name__ == '__main__':\n tabuleiro = IniciaMapa()\n print(tabuleiro[1, 2])\n", "<import token>\n\n\ndef IniciaMapa(dimensoes=[30, 30]):\n \"\"\"\n Carrega randomicamente um tabuleiro com valores aleatórios (por padrão, [30,30])\n\n Entrada:\n - Dimensões desejadas para o tabuleiro (lista)\n\n Saída:\n - Matriz x por y com valores aleatórios\n \"\"\"\n print('\\n')\n print(5 * '*')\n print('TRABALHO DE INTELIGÊNCIA ARTIFICIAL - IMPLEMENTAÇÃO A*')\n print(5 * '*')\n print('\\n')\n print(\n 'Neste trabalho, um tabuleiro 2D representando um mapa é gerado e, com a entrada dos pontos de origem e destino, o problema busca encontrar o deslocamento ótimo com o algoritmo A*'\n )\n print('Seu mapa pode ser visualizado na janela em suspensão.')\n print(2 * '\\n')\n tabuleiro = np.random.randint(20, size=(dimensoes[0], dimensoes[1]))\n return tabuleiro\n\n\n<code token>\n", "<import token>\n<function token>\n<code token>\n" ]

[ "# Generated by Django 3.1.3 on 2020-11-07 14:01\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('staffcatalog', '0003_auto_20201107_1358'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='person',\n name='job_end',\n field=models.DateField(blank=True, null=True),\n ),\n migrations.AlterField(\n model_name='person',\n name='patronymic',\n field=models.CharField(blank=True, max_length=30),\n ),\n ]\n", "from django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n dependencies = [('staffcatalog', '0003_auto_20201107_1358')]\n operations = [migrations.AlterField(model_name='person', name='job_end',\n field=models.DateField(blank=True, null=True)), migrations.\n AlterField(model_name='person', name='patronymic', field=models.\n CharField(blank=True, max_length=30))]\n", "<import token>\n\n\nclass Migration(migrations.Migration):\n dependencies = [('staffcatalog', '0003_auto_20201107_1358')]\n operations = [migrations.AlterField(model_name='person', name='job_end',\n field=models.DateField(blank=True, null=True)), migrations.\n AlterField(model_name='person', name='patronymic', field=models.\n CharField(blank=True, max_length=30))]\n", "<import token>\n\n\nclass Migration(migrations.Migration):\n <assignment token>\n <assignment token>\n", "<import token>\n<class token>\n" ]

[ "from functools import wraps\nfrom abc import abstractmethod\nimport time\nimport json\nimport random\nimport numpy as np\n\n\ndef timer(pre_str=None):\n def timed(func):\n @wraps(func)\n def wrapped(*args, **kwargs):\n start_time = time.time()\n res = func(*args, **kwargs)\n print_srt = pre_str or func.__name__\n print(f\"| {print_srt} cost {time.time() - start_time:.3f} seconds.\")\n return res\n\n return wrapped\n\n return timed\n\n\nclass PMSConfig:\n def __init__(self, path):\n self.path = path\n with open(path, \"r\") as f:\n self.config = json.load(f)\n for k, v in self.config.items():\n setattr(self, k, v)\n\n def clone(self):\n return PMSConfig(self.path)\n\n\nclass PVector3f:\n def __init__(self, x: float, y: float, z: float):\n self.x = float(x)\n self.y = float(y)\n self.z = float(z)\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n\n def __mul__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f\"{type(self)} and {type(other)} could not multiply.\")\n return self.x * other.x + self.y * other.y + self.z * other.z\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f\"{type(self)} and {type(other)} could not add.\")\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n\n def __sub__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f\"{type(self)} and {type(other)} could not sub.\")\n return PVector3f(self.x - other.x, self.y - other.y, self.z - other.z)\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n\n def __eq__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f\"{type(self)} and {type(other)} could not compare.\")\n return self.x == other.x and self.y == other.y and self.z == other.z\n\n\nclass DisparityPlane:\n def __init__(self, x: int = 0, y: int = 0, d: int = 0, n: PVector3f = None, p: PVector3f = None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z - self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(f\"{type(self)} and {type(other)} could not compare.\")\n return self.p == other.p\n\n\nclass CostComputer:\n def __init__(self, image_left, image_right, width, height, patch_size, min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError(\"Compute should be implement.\")\n\n\nclass CostComputerPMS(CostComputer):\n def __init__(self, image_left, image_right, grad_left, grad_right, width, height, patch_size, min_disparity,\n max_disparity, gamma, alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left, image_right=image_right,\n width=width, height=height, patch_size=patch_size,\n min_disparity=min_disparity, max_disparity=max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n\n col_p = col_p if col_p is not None else self.get_color(self.image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.width - 1:\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n # w = np.exp(-dc / self.gamma)\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q, grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n def __init__(self, image_left, image_right, width, height, grad_left, grad_right,\n plane_left, plane_right, config, cost_left, cost_right, disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right, grad_left, grad_right, width, height,\n config.patch_size, config.min_disparity, config.max_disparity,\n config.gamma, config.alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left, grad_right, grad_left, width, height,\n config.patch_size, -config.max_disparity, -config.min_disparity,\n config.gamma, config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f\"\\r| Propagation iter {curr_iter}: 0\", end=\"\")\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(f\"\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_/times_:.3f} it/s\", end=\"\")\n y += direction\n print(f\"\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.\")\n\n def compute_cost_data(self):\n print(f\"\\r| Init cost {0} / {self.height * self.width}\", end=\"\")\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x, y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(f\"\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_/times_:.3f} it/s\", end=\"\")\n print(f\"\\r| Initialize cost {times_:.3f} seconds.\")\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(\n x=np.random.uniform(-1.0, 1.0) * norm_update,\n y=np.random.uniform(-1.0, 1.0) * norm_update,\n z=np.random.uniform(-1.0, 1.0) * norm_update,\n )\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer(\"Initialize memory\")\n def init(self, h, w):\n self.width = w\n self.height = h\n\n self.disparity_range = self.config.max_disparity - self.config.min_disparity\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer(\"Initialize parameters\")\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n # random disparity\n disp_l = np.random.uniform(float(self.config.min_disparity), float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity), float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x] = disp_l, disp_r\n\n # random normal vector\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x=0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(\n x=np.random.uniform(-1.0, 1.0),\n y=np.random.uniform(-1.0, 1.0),\n z=np.random.uniform(-1.0, 1.0),\n )\n norm_r = PVector3f(\n x=np.random.uniform(-1.0, 1.0),\n y=np.random.uniform(-1.0, 1.0),\n z=np.random.uniform(-1.0, 1.0),\n )\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n\n # random disparity plane\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l, n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r, n=norm_r)\n\n @timer(\"Plane to disparity\")\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x].to_disparity(x=x, y=y)\n\n @timer(\"Total match\")\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer(\"Propagation\")\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self.width, self.height,\n self.grad_left, self.grad_right, self.plane_left, self.plane_right,\n config_left, self.cost_left, self.cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left, self.width, self.height,\n self.grad_right, self.grad_left, self.plane_right, self.plane_left,\n config_right, self.cost_right, self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer(\"Initialize gray\")\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer(\"Initialize gradient\")\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - 1, x - 1] \\\n + 2 * self.gray_left[y, x + 1] - 2 * self.gray_left[y, x - 1] \\\n + self.gray_left[y + 1, x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - 1, x - 1] \\\n + 2 * self.gray_left[y + 1, x] - 2 * self.gray_left[y - 1, x] \\\n + self.gray_left[y + 1, x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y - 1, x - 1] \\\n + 2 * self.gray_right[y, x + 1] - 2 * self.gray_right[y, x - 1] \\\n + self.gray_right[y + 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y - 1, x - 1] \\\n + 2 * self.gray_right[y + 1, x] - 2 * self.gray_right[y - 1, x] \\\n + self.gray_right[y + 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer(\"LR check\")\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer(\"Fill holes\")\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x, y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x=x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer(\"Get disparity map\")\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.config.min_disparity) * 255\n return disparity\n\n @timer(\"Get disparity cloud\")\n def get_disparity_cloud(self, baseline, focal_length, principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\nif __name__ == \"__main__\":\n import cv2\n\n left = cv2.imread(\"images/pms_0_left.png\")\n right = cv2.imread(\"images/pms_0_right.png\")\n config_ = PMSConfig(\"config.json\")\n\n height_, width_ = left.shape[0], left.shape[1]\n p = PatchMatchStereo(height=height_, width=width_, config=config_)\n p.match(image_left=left, image_right=right)\n disparity_ = p.get_disparity_map(view=0, norm=True)\n cv2.imwrite(\"./images/pms_0_disparity.png\", disparity_)\n\n cloud = p.get_disparity_cloud(\n baseline=193.001,\n focal_length=999.421,\n principal_point_left=(294.182, 252.932),\n principal_point_right=(326.95975, 252.932)\n )\n with open(\"./images/pms_0_clouds.txt\", \"w\") as f:\n for c in cloud:\n f.write(\" \".join([str(i) for i in c]) + \"\\n\")\n", "from functools import wraps\nfrom abc import abstractmethod\nimport time\nimport json\nimport random\nimport numpy as np\n\n\ndef timer(pre_str=None):\n\n def timed(func):\n\n @wraps(func)\n def wrapped(*args, **kwargs):\n start_time = time.time()\n res = func(*args, **kwargs)\n print_srt = pre_str or func.__name__\n print(f'| {print_srt} cost {time.time() - start_time:.3f} seconds.'\n )\n return res\n return wrapped\n return timed\n\n\nclass PMSConfig:\n\n def __init__(self, path):\n self.path = path\n with open(path, 'r') as f:\n self.config = json.load(f)\n for k, v in self.config.items():\n setattr(self, k, v)\n\n def clone(self):\n return PMSConfig(self.path)\n\n\nclass PVector3f:\n\n def __init__(self, x: float, y: float, z: float):\n self.x = float(x)\n self.y = float(y)\n self.z = float(z)\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n\n def __mul__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not multiply.')\n return self.x * other.x + self.y * other.y + self.z * other.z\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not add.')\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n\n def __sub__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not sub.')\n return PVector3f(self.x - other.x, self.y - other.y, self.z - other.z)\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n\n def __eq__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.x == other.x and self.y == other.y and self.z == other.z\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\nif __name__ == '__main__':\n import cv2\n left = cv2.imread('images/pms_0_left.png')\n right = cv2.imread('images/pms_0_right.png')\n config_ = PMSConfig('config.json')\n height_, width_ = left.shape[0], left.shape[1]\n p = PatchMatchStereo(height=height_, width=width_, config=config_)\n p.match(image_left=left, image_right=right)\n disparity_ = p.get_disparity_map(view=0, norm=True)\n cv2.imwrite('./images/pms_0_disparity.png', disparity_)\n cloud = p.get_disparity_cloud(baseline=193.001, focal_length=999.421,\n principal_point_left=(294.182, 252.932), principal_point_right=(\n 326.95975, 252.932))\n with open('./images/pms_0_clouds.txt', 'w') as f:\n for c in cloud:\n f.write(' '.join([str(i) for i in c]) + '\\n')\n", "<import token>\n\n\ndef timer(pre_str=None):\n\n def timed(func):\n\n @wraps(func)\n def wrapped(*args, **kwargs):\n start_time = time.time()\n res = func(*args, **kwargs)\n print_srt = pre_str or func.__name__\n print(f'| {print_srt} cost {time.time() - start_time:.3f} seconds.'\n )\n return res\n return wrapped\n return timed\n\n\nclass PMSConfig:\n\n def __init__(self, path):\n self.path = path\n with open(path, 'r') as f:\n self.config = json.load(f)\n for k, v in self.config.items():\n setattr(self, k, v)\n\n def clone(self):\n return PMSConfig(self.path)\n\n\nclass PVector3f:\n\n def __init__(self, x: float, y: float, z: float):\n self.x = float(x)\n self.y = float(y)\n self.z = float(z)\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n\n def __mul__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not multiply.')\n return self.x * other.x + self.y * other.y + self.z * other.z\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not add.')\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n\n def __sub__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not sub.')\n return PVector3f(self.x - other.x, self.y - other.y, self.z - other.z)\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n\n def __eq__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.x == other.x and self.y == other.y and self.z == other.z\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\nif __name__ == '__main__':\n import cv2\n left = cv2.imread('images/pms_0_left.png')\n right = cv2.imread('images/pms_0_right.png')\n config_ = PMSConfig('config.json')\n height_, width_ = left.shape[0], left.shape[1]\n p = PatchMatchStereo(height=height_, width=width_, config=config_)\n p.match(image_left=left, image_right=right)\n disparity_ = p.get_disparity_map(view=0, norm=True)\n cv2.imwrite('./images/pms_0_disparity.png', disparity_)\n cloud = p.get_disparity_cloud(baseline=193.001, focal_length=999.421,\n principal_point_left=(294.182, 252.932), principal_point_right=(\n 326.95975, 252.932))\n with open('./images/pms_0_clouds.txt', 'w') as f:\n for c in cloud:\n f.write(' '.join([str(i) for i in c]) + '\\n')\n", "<import token>\n\n\ndef timer(pre_str=None):\n\n def timed(func):\n\n @wraps(func)\n def wrapped(*args, **kwargs):\n start_time = time.time()\n res = func(*args, **kwargs)\n print_srt = pre_str or func.__name__\n print(f'| {print_srt} cost {time.time() - start_time:.3f} seconds.'\n )\n return res\n return wrapped\n return timed\n\n\nclass PMSConfig:\n\n def __init__(self, path):\n self.path = path\n with open(path, 'r') as f:\n self.config = json.load(f)\n for k, v in self.config.items():\n setattr(self, k, v)\n\n def clone(self):\n return PMSConfig(self.path)\n\n\nclass PVector3f:\n\n def __init__(self, x: float, y: float, z: float):\n self.x = float(x)\n self.y = float(y)\n self.z = float(z)\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n\n def __mul__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not multiply.')\n return self.x * other.x + self.y * other.y + self.z * other.z\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not add.')\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n\n def __sub__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not sub.')\n return PVector3f(self.x - other.x, self.y - other.y, self.z - other.z)\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n\n def __eq__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.x == other.x and self.y == other.y and self.z == other.z\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n\n\nclass PMSConfig:\n\n def __init__(self, path):\n self.path = path\n with open(path, 'r') as f:\n self.config = json.load(f)\n for k, v in self.config.items():\n setattr(self, k, v)\n\n def clone(self):\n return PMSConfig(self.path)\n\n\nclass PVector3f:\n\n def __init__(self, x: float, y: float, z: float):\n self.x = float(x)\n self.y = float(y)\n self.z = float(z)\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n\n def __mul__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not multiply.')\n return self.x * other.x + self.y * other.y + self.z * other.z\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not add.')\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n\n def __sub__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not sub.')\n return PVector3f(self.x - other.x, self.y - other.y, self.z - other.z)\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n\n def __eq__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.x == other.x and self.y == other.y and self.z == other.z\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n\n\nclass PMSConfig:\n <function token>\n\n def clone(self):\n return PMSConfig(self.path)\n\n\nclass PVector3f:\n\n def __init__(self, x: float, y: float, z: float):\n self.x = float(x)\n self.y = float(y)\n self.z = float(z)\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n\n def __mul__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not multiply.')\n return self.x * other.x + self.y * other.y + self.z * other.z\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not add.')\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n\n def __sub__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not sub.')\n return PVector3f(self.x - other.x, self.y - other.y, self.z - other.z)\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n\n def __eq__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.x == other.x and self.y == other.y and self.z == other.z\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n\n\nclass PMSConfig:\n <function token>\n <function token>\n\n\nclass PVector3f:\n\n def __init__(self, x: float, y: float, z: float):\n self.x = float(x)\n self.y = float(y)\n self.z = float(z)\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n\n def __mul__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not multiply.')\n return self.x * other.x + self.y * other.y + self.z * other.z\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not add.')\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n\n def __sub__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not sub.')\n return PVector3f(self.x - other.x, self.y - other.y, self.z - other.z)\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n\n def __eq__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.x == other.x and self.y == other.y and self.z == other.z\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n\n\nclass PVector3f:\n\n def __init__(self, x: float, y: float, z: float):\n self.x = float(x)\n self.y = float(y)\n self.z = float(z)\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n\n def __mul__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not multiply.')\n return self.x * other.x + self.y * other.y + self.z * other.z\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not add.')\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n\n def __sub__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not sub.')\n return PVector3f(self.x - other.x, self.y - other.y, self.z - other.z)\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n\n def __eq__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.x == other.x and self.y == other.y and self.z == other.z\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n\n\nclass PVector3f:\n\n def __init__(self, x: float, y: float, z: float):\n self.x = float(x)\n self.y = float(y)\n self.z = float(z)\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n <function token>\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not add.')\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n\n def __sub__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not sub.')\n return PVector3f(self.x - other.x, self.y - other.y, self.z - other.z)\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n\n def __eq__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.x == other.x and self.y == other.y and self.z == other.z\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n\n\nclass PVector3f:\n\n def __init__(self, x: float, y: float, z: float):\n self.x = float(x)\n self.y = float(y)\n self.z = float(z)\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n <function token>\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not add.')\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n\n def __sub__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not sub.')\n return PVector3f(self.x - other.x, self.y - other.y, self.z - other.z)\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n <function token>\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n\n\nclass PVector3f:\n <function token>\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n <function token>\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not add.')\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n\n def __sub__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not sub.')\n return PVector3f(self.x - other.x, self.y - other.y, self.z - other.z)\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n <function token>\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n\n\nclass PVector3f:\n <function token>\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n <function token>\n\n def __add__(self, other):\n if not isinstance(other, PVector3f):\n raise TypeError(f'{type(self)} and {type(other)} could not add.')\n return PVector3f(self.x + other.x, self.y + other.y, self.z + other.z)\n <function token>\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n <function token>\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n\n\nclass PVector3f:\n <function token>\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n <function token>\n <function token>\n <function token>\n\n def __invert__(self):\n return PVector3f(-self.x, -self.y, -self.z)\n <function token>\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n\n\nclass PVector3f:\n <function token>\n\n def normalize(self):\n sqf = (self.x ** 2 + self.y ** 2 + self.z ** 2) ** 0.5\n self.x /= sqf\n self.y /= sqf\n self.z /= sqf\n return self\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n\n\nclass PVector3f:\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n\n\nclass DisparityPlane:\n\n def __init__(self, x: int=0, y: int=0, d: int=0, n: PVector3f=None, p:\n PVector3f=None):\n if p is None:\n x, y, z = -n.x / n.z, -n.y / n.z, (n.x * x + n.y * y + n.z * d\n ) / n.z\n self.p = PVector3f(x, y, z)\n else:\n self.p = PVector3f(p.x, p.y, p.z)\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n\n\nclass DisparityPlane:\n <function token>\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n\n def to_another_view(self, x: int, y: int):\n d = self.to_disparity(x, y)\n return DisparityPlane(p=PVector3f(-self.p.x, -self.p.y, -self.p.z -\n self.p.x * d))\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n\n\nclass DisparityPlane:\n <function token>\n\n def to_disparity(self, x: int, y: int):\n return self.p * PVector3f(x, y, 1)\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n <function token>\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n\n\nclass DisparityPlane:\n <function token>\n <function token>\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n <function token>\n\n def __eq__(self, other):\n if not isinstance(other, DisparityPlane):\n raise TypeError(\n f'{type(self)} and {type(other)} could not compare.')\n return self.p == other.p\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n\n\nclass DisparityPlane:\n <function token>\n <function token>\n\n def to_norm(self):\n return PVector3f(self.p.x, self.p.y, -1).normalize()\n <function token>\n <function token>\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n\n\nclass DisparityPlane:\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n\n\nclass CostComputer:\n\n def __init__(self, image_left, image_right, width, height, patch_size,\n min_disparity, max_disparity):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.patch_size = patch_size\n self.min_disparity = min_disparity\n self.max_disparity = max_disparity\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n\n\nclass CostComputer:\n <function token>\n\n @staticmethod\n def fast_exp(v: float):\n v = 1 + v / 1024\n for _ in range(10):\n v *= v\n return v\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n\n\nclass CostComputer:\n <function token>\n <function token>\n\n @abstractmethod\n def compute(self, x, y, d, *args, **kwargs):\n raise NotImplementedError('Compute should be implement.')\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n\n\nclass CostComputer:\n <function token>\n <function token>\n <function token>\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n\n def get_gradient(self, gradient, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n g1 = gradient[y, x1]\n g2 = gradient[y, x2] if x2 < self.width else g1\n x_ = (1 - ofs) * g1[0] + ofs * g2[0]\n y_ = (1 - ofs) * g1[1] + ofs * g2[1]\n return [x_, y_]\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n\n def compute_agg(self, x, y, p: DisparityPlane):\n pat = self.patch_size // 2\n col_p = self.image_left[y, x, :]\n cost = 0\n for r in range(-pat, pat, 1):\n y_ = y + r\n for c in range(-pat, pat, 1):\n x_ = x + c\n if (y_ < 0 or y_ > self.height - 1 or x_ < 0 or x_ > self.\n width - 1):\n continue\n d = p.to_disparity(x=x, y=y)\n if d < self.min_disparity or d > self.max_disparity:\n cost += 120.0\n continue\n col_q = self.image_left[y_, x_, :]\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in\n range(3)])\n w = self.fast_exp(-dc / self.gamma)\n grad_q = self.grad_left[y_, x_]\n cost += w * self.compute(x=x_, y=y_, d=d, col_p=col_q,\n grad_p=grad_q)\n return cost\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n <function token>\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n\n def compute(self, x=0.0, y=0, d=0.0, col_p=None, grad_p=None):\n xr = x - d\n if xr < 0 or xr > self.width:\n return (1 - self.alpha) * self.tau_col + self.alpha * self.tau_grad\n col_p = col_p if col_p is not None else self.get_color(self.\n image_left, x=x, y=y)\n col_q = self.get_color(self.image_right, x=xr, y=y)\n dc = sum([abs(float(col_p[i]) - float(col_q[i])) for i in range(3)])\n dc = min(dc, self.tau_col)\n grad_p = grad_p if grad_p is not None else self.get_gradient(self.\n grad_left, x=x, y=y)\n grad_q = self.get_gradient(self.grad_right, x=xr, y=y)\n dg = abs(grad_p[0] - grad_q[0]) + abs(grad_p[1] - grad_q[1])\n dg = min(dg, self.tau_grad)\n return (1 - self.alpha) * dc + self.alpha * dg\n <function token>\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n <function token>\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n <function token>\n <function token>\n\n def get_color(self, image, x: float, y: int):\n x1 = int(np.floor(x))\n x2 = int(np.ceil(x))\n ofs = x - x1\n color = list()\n for i in range(3):\n g1 = image[y, x1, i]\n g2 = image[y, x2, i] if x2 < self.width else g1\n color.append((1 - ofs) * g1 + ofs * g2)\n return color\n <function token>\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass CostComputerPMS(CostComputer):\n\n def __init__(self, image_left, image_right, grad_left, grad_right,\n width, height, patch_size, min_disparity, max_disparity, gamma,\n alpha, tau_col, tau_grad):\n super(CostComputerPMS, self).__init__(image_left=image_left,\n image_right=image_right, width=width, height=height, patch_size\n =patch_size, min_disparity=min_disparity, max_disparity=\n max_disparity)\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.gamma = gamma\n self.alpha = alpha\n self.tau_col = tau_col\n self.tau_grad = tau_grad\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass CostComputerPMS(CostComputer):\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n\n def plane_refine(self, x, y):\n min_disp = self.config.min_disparity\n max_disp = self.config.max_disparity\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n norm_p = plane_p.to_norm()\n disp_update = (max_disp - min_disp) / 2.0\n norm_update = 1.0\n stop_thres = 0.1\n while disp_update > stop_thres:\n disp_rd = np.random.uniform(-1.0, 1.0) * disp_update\n if self.config.is_integer_disparity:\n disp_rd = int(disp_rd)\n d_p_new = d_p + disp_rd\n if d_p_new < min_disp or d_p_new > max_disp:\n disp_update /= 2\n norm_update /= 2\n continue\n if not self.config.is_force_fpw:\n norm_rd = PVector3f(x=np.random.uniform(-1.0, 1.0) *\n norm_update, y=np.random.uniform(-1.0, 1.0) *\n norm_update, z=np.random.uniform(-1.0, 1.0) * norm_update)\n while norm_rd.z == 0.0:\n norm_rd.z = np.random.uniform(-1.0, 1.0)\n else:\n norm_rd = PVector3f(x=0.0, y=0.0, z=0.0)\n norm_p_new = norm_p + norm_rd\n norm_p_new.normalize()\n plane_new = DisparityPlane(x=x, y=y, d=d_p_new, n=norm_p_new)\n if plane_new != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane_new)\n if cost < cost_p:\n plane_p = plane_new\n cost_p = cost\n d_p = d_p_new\n norm_p = norm_p_new\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n disp_update /= 2.0\n norm_update /= 2.0\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n\n def view_propagation(self, x, y):\n plane_p = self.plane_left[y, x]\n d_p = plane_p.to_disparity(x=x, y=y)\n xr = int(x - d_p)\n if xr < 0 or xr > self.width - 1:\n return\n plane_q = self.plane_right[y, xr]\n cost_q = self.cost_right[y, xr]\n plane_p2q = plane_p.to_another_view(x=x, y=y)\n d_q = plane_p2q.to_disparity(x=xr, y=y)\n cost = self.cost_cpt_right.compute_agg(x=xr, y=y, p=plane_p2q)\n if cost < cost_q:\n plane_q = plane_p2q\n cost_q = cost\n self.plane_right[y, xr] = plane_q\n self.cost_right[y, xr] = cost_q\n <function token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n\n def compute_cost_data(self):\n print(f'\\r| Init cost {0} / {self.height * self.width}', end='')\n count_ = 0\n times_ = 0\n for y in range(self.height):\n for x in range(self.width):\n start_ = time.time()\n p = self.plane_left[y, x]\n self.cost_left[y, x] = self.cost_cpt_left.compute_agg(x=x,\n y=y, p=p)\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Initialize cost [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n print(f'\\r| Initialize cost {times_:.3f} seconds.')\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n <function token>\n <function token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n\n def do_propagation(self, curr_iter):\n direction = 1 if curr_iter % 2 == 0 else -1\n y = 0 if curr_iter % 2 == 0 else self.height - 1\n count_ = 0\n times_ = 0\n print(f'\\r| Propagation iter {curr_iter}: 0', end='')\n for i in range(self.height):\n x = 0 if curr_iter % 2 == 0 else self.width - 1\n for j in range(self.width):\n start_ = time.time()\n self.spatial_propagation(x=x, y=y, direction=direction)\n if not self.config.is_force_fpw:\n self.plane_refine(x=x, y=y)\n self.view_propagation(x=x, y=y)\n x += direction\n times_ += time.time() - start_\n count_ += 1\n print(\n f'\\r| Propagation iter {curr_iter}: [{y * self.width + x + 1} / {self.height * self.width}] {times_:.0f}s/{times_ / count_ * (self.width * self.height - count_):.0f}s, {count_ / times_:.3f} it/s'\n , end='')\n y += direction\n print(f'\\r| Propagation iter {curr_iter} cost {times_:.3f} seconds.')\n <function token>\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n <function token>\n <function token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n <function token>\n <function token>\n\n def spatial_propagation(self, x, y, direction):\n plane_p = self.plane_left[y, x]\n cost_p = self.cost_left[y, x]\n xd = x - direction\n if 0 <= xd < self.width:\n plane = self.plane_left[y, xd]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n yd = y - direction\n if 0 <= yd < self.height:\n plane = self.plane_left[yd, x]\n if plane != plane_p:\n cost = self.cost_cpt_left.compute_agg(x=x, y=y, p=plane)\n if cost < cost_p:\n plane_p = plane\n cost_p = cost\n self.plane_left[y, x] = plane_p\n self.cost_left[y, x] = cost_p\n <function token>\n <function token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PropagationPMS:\n\n def __init__(self, image_left, image_right, width, height, grad_left,\n grad_right, plane_left, plane_right, config, cost_left, cost_right,\n disparity_map):\n self.image_left = image_left\n self.image_right = image_right\n self.width = width\n self.height = height\n self.grad_left = grad_left\n self.grad_right = grad_right\n self.plane_left = plane_left\n self.plane_right = plane_right\n self.config = config\n self.cost_left = cost_left\n self.cost_right = cost_right\n self.disparity_map = disparity_map\n self.cost_cpt_left = CostComputerPMS(image_left, image_right,\n grad_left, grad_right, width, height, config.patch_size, config\n .min_disparity, config.max_disparity, config.gamma, config.\n alpha, config.tau_col, config.tau_grad)\n self.cost_cpt_right = CostComputerPMS(image_right, image_left,\n grad_right, grad_left, width, height, config.patch_size, -\n config.max_disparity, -config.min_disparity, config.gamma,\n config.alpha, config.tau_col, config.tau_grad)\n self.compute_cost_data()\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PropagationPMS:\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n\n @timer('Get disparity cloud')\n def get_disparity_cloud(self, baseline, focal_length,\n principal_point_left, principal_point_right):\n b = baseline\n f = focal_length\n l_x, l_y = principal_point_left\n r_x, r_y = principal_point_right\n cloud = list()\n for y in range(self.height):\n for x in range(self.width):\n disp = np.abs(self._get_disparity_map(view=0)[y, x])\n z_ = b * f / (disp + (r_x - l_x))\n x_ = z_ * (x - l_x) / f\n y_ = z_ * (y - l_y) / f\n cloud.append([x_, y_, z_])\n return cloud\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n\n @timer('Fill holes')\n def fill_holes_in_disparity_map(self):\n for i in range(len(self.mistakes_left)):\n left_planes = list()\n x, y = self.mistakes_left[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_left[y, xs] != self.invalid_disparity:\n left_planes.append(self.plane_left[y, xs])\n break\n xs -= 1\n if len(left_planes) == 1:\n self.disparity_left[y, x] = left_planes[0].to_disparity(x=x,\n y=y)\n elif len(left_planes) > 1:\n d0 = left_planes[0].to_disparity(x=x, y=y)\n d1 = left_planes[1].to_disparity(x=x, y=y)\n self.disparity_left[y, x] = min(abs(d0), abs(d1))\n for i in range(len(self.mistakes_right)):\n right_planes = list()\n x, y = self.mistakes_right[i]\n xs = x + 1\n while xs < self.width:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs += 1\n xs = x - 1\n while xs >= 0:\n if self.disparity_right[y, xs] != self.invalid_disparity:\n right_planes.append(self.plane_right[y, xs])\n break\n xs -= 1\n if len(right_planes) == 1:\n self.disparity_right[y, x] = right_planes[0].to_disparity(x\n =x, y=y)\n elif len(right_planes) > 1:\n d0 = right_planes[0].to_disparity(x=x, y=y)\n d1 = right_planes[1].to_disparity(x=x, y=y)\n self.disparity_right[y, x] = min(abs(d0), abs(d1))\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n\n @timer('Total match')\n def match(self, image_left, image_right):\n self.image_left, self.image_right = image_left, image_right\n self.random_init()\n self.compute_gray()\n self.compute_gradient()\n self.propagation()\n self.plane_to_disparity()\n if self.config.is_check_lr:\n self.lr_check()\n if self.config.is_fill_holes:\n self.fill_holes_in_disparity_map()\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n <function token>\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n <function token>\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n\n @timer('Initialize gradient')\n def compute_gradient(self):\n for y in range(1, self.height - 1, 1):\n for x in range(1, self.width - 1, 1):\n grad_x = self.gray_left[y - 1, x + 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y, x + 1\n ] - 2 * self.gray_left[y, x - 1] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y + 1, x - 1]\n grad_y = self.gray_left[y + 1, x - 1] - self.gray_left[y - \n 1, x - 1] + 2 * self.gray_left[y + 1, x\n ] - 2 * self.gray_left[y - 1, x] + self.gray_left[y + 1,\n x + 1] - self.gray_left[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_left[y, x, 0] = grad_x\n self.grad_left[y, x, 1] = grad_y\n grad_x = self.gray_right[y - 1, x + 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y, x + 1\n ] - 2 * self.gray_right[y, x - 1] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y + 1, x - 1]\n grad_y = self.gray_right[y + 1, x - 1] - self.gray_right[y -\n 1, x - 1] + 2 * self.gray_right[y + 1, x\n ] - 2 * self.gray_right[y - 1, x] + self.gray_right[y +\n 1, x + 1] - self.gray_right[y - 1, x + 1]\n grad_y, grad_x = grad_y / 8, grad_x / 8\n self.grad_right[y, x, 0] = grad_x\n self.grad_right[y, x, 1] = grad_y\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n <function token>\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n <function token>\n\n @timer('Propagation')\n def propagation(self):\n config_left = self.config.clone()\n config_right = self.config.clone()\n config_right.min_disparity = -config_left.max_disparity\n config_right.max_disparity = -config_left.min_disparity\n propa_left = PropagationPMS(self.image_left, self.image_right, self\n .width, self.height, self.grad_left, self.grad_right, self.\n plane_left, self.plane_right, config_left, self.cost_left, self\n .cost_right, self.disparity_left)\n propa_right = PropagationPMS(self.image_right, self.image_left,\n self.width, self.height, self.grad_right, self.grad_left, self.\n plane_right, self.plane_left, config_right, self.cost_right,\n self.cost_left, self.disparity_right)\n for it in range(self.config.n_iter):\n propa_left.do_propagation(curr_iter=it)\n propa_right.do_propagation(curr_iter=it)\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n <function token>\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n <function token>\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n <function token>\n <function token>\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n <function token>\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n <function token>\n\n @timer('Get disparity map')\n def get_disparity_map(self, view=0, norm=False):\n return self._get_disparity_map(view=view, norm=norm)\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n\n @timer('Plane to disparity')\n def plane_to_disparity(self):\n for y in range(self.height):\n for x in range(self.width):\n self.disparity_left[y, x] = self.plane_left[y, x].to_disparity(\n x=x, y=y)\n self.disparity_right[y, x] = self.plane_right[y, x\n ].to_disparity(x=x, y=y)\n <function token>\n <function token>\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n <function token>\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n <function token>\n <function token>\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n <function token>\n <function token>\n <function token>\n\n @timer('Initialize gray')\n def compute_gray(self):\n for y in range(self.height):\n for x in range(self.width):\n b, g, r = self.image_left[y, x]\n self.gray_left[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n b, g, r = self.image_right[y, x]\n self.gray_right[y, x] = int(r * 0.299 + g * 0.587 + b * 0.114)\n <function token>\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n <function token>\n <function token>\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n @timer('LR check')\n def lr_check(self):\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_left[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_left.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_right[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n else:\n self.disparity_left[y, x] = self.invalid_disparity\n self.mistakes_left.append([x, y])\n for y in range(self.height):\n for x in range(self.width):\n disp = self.disparity_right[y, x]\n if disp == self.invalid_disparity:\n self.mistakes_right.append([x, y])\n continue\n col_right = round(x - disp)\n if 0 <= col_right < self.width:\n disp_r = self.disparity_left[y, col_right]\n if abs(disp + disp_r) > self.config.lr_check_threshold:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n else:\n self.disparity_right[y, x] = self.invalid_disparity\n self.mistakes_right.append([x, y])\n <function token>\n <function token>\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def _get_disparity_map(self, view=0, norm=False):\n if view == 0:\n disparity = self.disparity_left.copy()\n else:\n disparity = self.disparity_right.copy()\n if norm:\n disparity = np.clip(disparity, self.config.min_disparity, self.\n config.max_disparity)\n disparity = disparity / (self.config.max_disparity - self.\n config.min_disparity) * 255\n return disparity\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n\n @timer('Initialize parameters')\n def random_init(self):\n for y in range(self.height):\n for x in range(self.width):\n disp_l = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n disp_r = np.random.uniform(float(self.config.min_disparity),\n float(self.config.max_disparity))\n if self.config.is_integer_disparity:\n disp_l, disp_r = int(disp_l), int(disp_r)\n self.disparity_left[y, x], self.disparity_right[y, x\n ] = disp_l, disp_r\n norm_l, norm_r = PVector3f(x=0.0, y=0.0, z=1.0), PVector3f(x\n =0.0, y=0.0, z=1.0)\n if not self.config.is_force_fpw:\n norm_l = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n norm_r = PVector3f(x=np.random.uniform(-1.0, 1.0), y=np\n .random.uniform(-1.0, 1.0), z=np.random.uniform(-\n 1.0, 1.0))\n while norm_l.z == 0.0:\n norm_l.z = np.random.uniform(-1.0, 1.0)\n while norm_r.z == 0.0:\n norm_r.z = np.random.uniform(-1.0, 1.0)\n norm_l, norm_r = norm_l.normalize(), norm_r.normalize()\n self.plane_left[y, x] = DisparityPlane(x=x, y=y, d=disp_l,\n n=norm_l)\n self.plane_right[y, x] = DisparityPlane(x=x, y=y, d=disp_r,\n n=norm_r)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n\n def __init__(self, width, height, config, random_seed=2021):\n self.random_seed = random_seed\n random.seed(random_seed)\n np.random.seed(random_seed)\n self.image_left = None\n self.image_right = None\n self.width = width\n self.height = height\n self.config = config\n self.disparity_range = config.max_disparity - config.min_disparity\n self.gray_left = None\n self.gray_right = None\n self.grad_left = None\n self.grad_right = None\n self.cost_left = None\n self.cost_right = None\n self.disparity_left = None\n self.disparity_right = None\n self.plane_left = None\n self.plane_right = None\n self.mistakes_left = None\n self.mistakes_right = None\n self.invalid_disparity = 1024.0\n self.init(h=height, w=width)\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n <function token>\n\n @timer('Initialize memory')\n def init(self, h, w):\n self.width = w\n self.height = h\n self.disparity_range = (self.config.max_disparity - self.config.\n min_disparity)\n self.gray_left = np.zeros([self.height, self.width], dtype=int)\n self.gray_right = np.zeros([self.height, self.width], dtype=int)\n self.grad_left = np.zeros([self.height, self.width, 2], dtype=float)\n self.grad_right = np.zeros([self.height, self.width, 2], dtype=float)\n self.cost_left = np.zeros([self.height, self.width], dtype=float)\n self.cost_right = np.zeros([self.height, self.width], dtype=float)\n self.disparity_left = np.zeros([self.height, self.width], dtype=float)\n self.disparity_right = np.zeros([self.height, self.width], dtype=float)\n self.plane_left = np.zeros([self.height, self.width], dtype=object)\n self.plane_right = np.zeros([self.height, self.width], dtype=object)\n self.mistakes_left = list()\n self.mistakes_right = list()\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass PatchMatchStereo:\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n<function token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<code token>\n" ]

[ "def find_anagrams(word, candidates):\n ret_list = []\n word_list = list(word.lower())\n word_list.sort()\n for i in candidates:\n comp_list = list(i.lower())\n comp_list.sort()\n if word_list == comp_list:\n if word.lower() != i.lower():\n ret_list.append(i)\n return ret_list\n", "<function token>\n" ]

[ "/usr/lib/python3.9/heapq.py" ]

[ "#!/bin/python3\n\nimport math\nimport os\nimport random\nimport re\nimport sys\n\n#\n# Complete the 'diagonalDifference' function below.\n#\n# The function is expected to return an INTEGER.\n# The function accepts 2D_INTEGER_ARRAY arr as parameter.\n#\n\ndef diagonalDifference(arr):\n size = len(arr)\n first = 0\n second = 0\n f=[]\n s=[]\n for i in range(size):\n for j in range(size): \n if i == j:\n first += arr[i][j]\n f.append(arr[i][j])\n second += arr[-i-1][j] \n s.append(arr[-i-1][j])\n print(f)\n print(s)\n print('{} + {}'.format(str(first), str(second)))\n result = abs(first-second)\n print(str(result))\n return result\n\nif __name__ == '__main__':\n #fptr = open(os.environ['OUTPUT_PATH'], 'w')\n\n n = int(input().strip())\n\n arr = []\n\n for _ in range(n):\n arr.append(list(map(int, input().rstrip().split())))\n\n result = diagonalDifference(arr)\n\n #fptr.write(str(result) + '\\n')\n\n #fptr.close()\n", "import math\nimport os\nimport random\nimport re\nimport sys\n\n\ndef diagonalDifference(arr):\n size = len(arr)\n first = 0\n second = 0\n f = []\n s = []\n for i in range(size):\n for j in range(size):\n if i == j:\n first += arr[i][j]\n f.append(arr[i][j])\n second += arr[-i - 1][j]\n s.append(arr[-i - 1][j])\n print(f)\n print(s)\n print('{} + {}'.format(str(first), str(second)))\n result = abs(first - second)\n print(str(result))\n return result\n\n\nif __name__ == '__main__':\n n = int(input().strip())\n arr = []\n for _ in range(n):\n arr.append(list(map(int, input().rstrip().split())))\n result = diagonalDifference(arr)\n", "<import token>\n\n\ndef diagonalDifference(arr):\n size = len(arr)\n first = 0\n second = 0\n f = []\n s = []\n for i in range(size):\n for j in range(size):\n if i == j:\n first += arr[i][j]\n f.append(arr[i][j])\n second += arr[-i - 1][j]\n s.append(arr[-i - 1][j])\n print(f)\n print(s)\n print('{} + {}'.format(str(first), str(second)))\n result = abs(first - second)\n print(str(result))\n return result\n\n\nif __name__ == '__main__':\n n = int(input().strip())\n arr = []\n for _ in range(n):\n arr.append(list(map(int, input().rstrip().split())))\n result = diagonalDifference(arr)\n", "<import token>\n\n\ndef diagonalDifference(arr):\n size = len(arr)\n first = 0\n second = 0\n f = []\n s = []\n for i in range(size):\n for j in range(size):\n if i == j:\n first += arr[i][j]\n f.append(arr[i][j])\n second += arr[-i - 1][j]\n s.append(arr[-i - 1][j])\n print(f)\n print(s)\n print('{} + {}'.format(str(first), str(second)))\n result = abs(first - second)\n print(str(result))\n return result\n\n\n<code token>\n", "<import token>\n<function token>\n<code token>\n" ]

[ "# Import Dependecies\nfrom bs4 import BeautifulSoup as bs\nfrom splinter import Browser\nimport pandas as pd\nimport requests\nimport time\n# Initialize browser\n\ndef init_browser():\n # Replace the path with your actual path to the chromedriver\n\n # Windows Users\n # executable_path = {'executable_path': '/Users/cantu/Desktop/Mission-to-Mars'}\n # return Browser('chrome', **executable_path, headless=False)\n exec_path = {'executable_path': 'C:/chromedriver/chromedriver.exe'}\n return Browser('chrome', headless=True, **exec_path)\n\n\n# Create Mission to Mars global dictionary that can be imported into Mongo\nmars_info = {}\n\n# NASA MARS NEWS\n\n\ndef scrape_mars_news():\n try:\n\n # Initialize browser\n browser = init_browser()\n\n #browser.is_element_present_by_css(\"div.content_title\", wait_time=1)\n\n # Visit Nasa news url through splinter module\n url = 'https://mars.nasa.gov/news/'\n browser.visit(url)\n\n # HTML Object\n html = browser.html\n\n # Parse HTML with Beautiful Soup\n soup = bs(html, 'html.parser')\n\n # Retrieve the latest element that contains news title and news_paragraph\n news_title = soup.find('div', class_='content_title').find('a').text\n news_paragraph = soup.find('div', class_='article_teaser_body').text\n\n # Dictionary entry from MARS NEWS\n mars_info['news_title'] = news_title\n mars_info['news_paragraph'] = news_paragraph\n\n return mars_info\n\n finally:\n browser.quit()\n\n\n# Featured images\n\n\ndef scrape_mars_image():\n\n try:\n\n # Initialize browser\n browser = init_browser()\n\n # Visit Mars Space Images through splinter module\n image_url_featured = 'https://www.jpl.nasa.gov/spaceimages/?search=&category=Mars'\n # Visit Mars Space Images through splinter module\n browser.visit(image_url_featured)\n\n # HTML Object\n html_image = browser.html\n\n # Parse HTML with Beautiful Soup\n soup = bs(html_image, 'html.parser')\n\n # Retrieve background-image url from style tag\n featured_image_url = soup.find('article')['style'].replace(\n 'background-image: url(', '').replace(');', '')[1:-1]\n\n # Website Url\n main_url = 'https://www.jpl.nasa.gov'\n\n # Concatenate website url with scrapped route\n featured_image_url = main_url + featured_image_url\n\n # Display full link to featured image\n featured_image_url\n\n # Dictionary entry from FEATURED IMAGE\n mars_info['featured_image_url'] = featured_image_url\n\n return mars_info\n finally:\n\n browser.quit()\n\n# Mars Weather\n\n\ndef scrape_mars_weather():\n\n try:\n\n # Initialize browser\n browser = init_browser()\n\n #browser.is_element_present_by_css(\"div\", wait_time=1)\n\n # Visit Mars Weather Twitter through splinter module\n weather_url = 'https://twitter.com/marswxreport?lang=en'\n browser.visit(weather_url)\n\n # HTML Object\n html_weather = browser.html\n\n # Parse HTML with Beautiful Soup\n soup = bs(html_weather, 'html.parser')\n\n # Find all elements that contain tweets\n tweets = soup.find(\"ol\", class_=\"stream-items\")\n# Find the src for the sloth image\n mars_weather = tweets.find('p', class_=\"tweet-text\").text\n\n # Dictionary entry from WEATHER TWEET\n mars_info['mars_weather'] = mars_weather\n\n return mars_info\n finally:\n browser.quit()\n\n\n# Mars Facts\ndef scrape_mars_facts():\n try:\n # Initialize browser\n browser = init_browser()\n # Visit Mars facts url\n facts_url = 'http://space-facts.com/mars/'\n\n# Use Panda's `read_html` to parse the url\n mars_facts = pd.read_html(facts_url)\n\n# Find the mars facts DataFrame in the list of DataFrames as assign it to `mars_df`\n mars_df = mars_facts[0]\n\n# Assign the columns `['Description', 'Value']`\n mars_df.columns = ['Description', 'Value']\n\n# Set the index to the `Description` column without row indexing\n mars_df.set_index('Description', inplace=True)\n\n# Save html code to folder Assets\n data = mars_df.to_html()\n\n# Dictionary entry from MARS FACTS\n mars_info['mars_facts'] = data\n return mars_info\n finally:\n browser.quit()\n\n# def scrape_mars_hemisphere():\n\n# try:\n\n# browser = init_browser()\n# hemispheres_url = \"https://astrogeology.usgs.gov/search/results?q=hemisphere+enhanced&k1=target&v1=Mars\"\n# browser.visit(hemispheres_url)\n# html = browser.html\n# soup = bs(html, \"html.parser\")\n# mars_hemisphere = []\n\n# products = soup.find(\"div\", class_=\"result-list\")\n# hemispheres = products.find_all(\"div\", class_=\"item\")\n# for hemisphere in hemispheres:\n# title = hemisphere.find(\"h3\").text\n# title = title.replace(\"Enhanced\", \"\")\n# end_link = hemisphere.find(\"a\")[\"href\"]\n# image_link = \"https://astrogeology.usgs.gov/\" + end_link\n# browser.visit(image_link)\n# html = browser.html\n# soup = bs(html, \"html.parser\")\n# downloads = soup.find(\"div\", class_=\"downloads\")\n# image_url = downloads.find(\"a\")[\"href\"]\n# mars_hemisphere.append({\"title\": title, \"img_url\": image_url})\n# return mars_hemisphere\n# finally:\n# browser.quit()\n\nprint(scrape_mars_news())\nprint(scrape_mars_image())\nprint(scrape_mars_weather())\nprint(scrape_mars_facts())\n#print(scrape_mars_hemisphere())\ndef return_scrape():\n scrape_mars_news()\n scrape_mars_image()\n scrape_mars_weather()\n scrape_mars_facts()\n #scrape_mars_hemisphere()\n return mars_info\n# In[ ]:\n", "from bs4 import BeautifulSoup as bs\nfrom splinter import Browser\nimport pandas as pd\nimport requests\nimport time\n\n\ndef init_browser():\n exec_path = {'executable_path': 'C:/chromedriver/chromedriver.exe'}\n return Browser('chrome', headless=True, **exec_path)\n\n\nmars_info = {}\n\n\ndef scrape_mars_news():\n try:\n browser = init_browser()\n url = 'https://mars.nasa.gov/news/'\n browser.visit(url)\n html = browser.html\n soup = bs(html, 'html.parser')\n news_title = soup.find('div', class_='content_title').find('a').text\n news_paragraph = soup.find('div', class_='article_teaser_body').text\n mars_info['news_title'] = news_title\n mars_info['news_paragraph'] = news_paragraph\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_image():\n try:\n browser = init_browser()\n image_url_featured = (\n 'https://www.jpl.nasa.gov/spaceimages/?search=&category=Mars')\n browser.visit(image_url_featured)\n html_image = browser.html\n soup = bs(html_image, 'html.parser')\n featured_image_url = soup.find('article')['style'].replace(\n 'background-image: url(', '').replace(');', '')[1:-1]\n main_url = 'https://www.jpl.nasa.gov'\n featured_image_url = main_url + featured_image_url\n featured_image_url\n mars_info['featured_image_url'] = featured_image_url\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_weather():\n try:\n browser = init_browser()\n weather_url = 'https://twitter.com/marswxreport?lang=en'\n browser.visit(weather_url)\n html_weather = browser.html\n soup = bs(html_weather, 'html.parser')\n tweets = soup.find('ol', class_='stream-items')\n mars_weather = tweets.find('p', class_='tweet-text').text\n mars_info['mars_weather'] = mars_weather\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_facts():\n try:\n browser = init_browser()\n facts_url = 'http://space-facts.com/mars/'\n mars_facts = pd.read_html(facts_url)\n mars_df = mars_facts[0]\n mars_df.columns = ['Description', 'Value']\n mars_df.set_index('Description', inplace=True)\n data = mars_df.to_html()\n mars_info['mars_facts'] = data\n return mars_info\n finally:\n browser.quit()\n\n\nprint(scrape_mars_news())\nprint(scrape_mars_image())\nprint(scrape_mars_weather())\nprint(scrape_mars_facts())\n\n\ndef return_scrape():\n scrape_mars_news()\n scrape_mars_image()\n scrape_mars_weather()\n scrape_mars_facts()\n return mars_info\n", "<import token>\n\n\ndef init_browser():\n exec_path = {'executable_path': 'C:/chromedriver/chromedriver.exe'}\n return Browser('chrome', headless=True, **exec_path)\n\n\nmars_info = {}\n\n\ndef scrape_mars_news():\n try:\n browser = init_browser()\n url = 'https://mars.nasa.gov/news/'\n browser.visit(url)\n html = browser.html\n soup = bs(html, 'html.parser')\n news_title = soup.find('div', class_='content_title').find('a').text\n news_paragraph = soup.find('div', class_='article_teaser_body').text\n mars_info['news_title'] = news_title\n mars_info['news_paragraph'] = news_paragraph\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_image():\n try:\n browser = init_browser()\n image_url_featured = (\n 'https://www.jpl.nasa.gov/spaceimages/?search=&category=Mars')\n browser.visit(image_url_featured)\n html_image = browser.html\n soup = bs(html_image, 'html.parser')\n featured_image_url = soup.find('article')['style'].replace(\n 'background-image: url(', '').replace(');', '')[1:-1]\n main_url = 'https://www.jpl.nasa.gov'\n featured_image_url = main_url + featured_image_url\n featured_image_url\n mars_info['featured_image_url'] = featured_image_url\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_weather():\n try:\n browser = init_browser()\n weather_url = 'https://twitter.com/marswxreport?lang=en'\n browser.visit(weather_url)\n html_weather = browser.html\n soup = bs(html_weather, 'html.parser')\n tweets = soup.find('ol', class_='stream-items')\n mars_weather = tweets.find('p', class_='tweet-text').text\n mars_info['mars_weather'] = mars_weather\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_facts():\n try:\n browser = init_browser()\n facts_url = 'http://space-facts.com/mars/'\n mars_facts = pd.read_html(facts_url)\n mars_df = mars_facts[0]\n mars_df.columns = ['Description', 'Value']\n mars_df.set_index('Description', inplace=True)\n data = mars_df.to_html()\n mars_info['mars_facts'] = data\n return mars_info\n finally:\n browser.quit()\n\n\nprint(scrape_mars_news())\nprint(scrape_mars_image())\nprint(scrape_mars_weather())\nprint(scrape_mars_facts())\n\n\ndef return_scrape():\n scrape_mars_news()\n scrape_mars_image()\n scrape_mars_weather()\n scrape_mars_facts()\n return mars_info\n", "<import token>\n\n\ndef init_browser():\n exec_path = {'executable_path': 'C:/chromedriver/chromedriver.exe'}\n return Browser('chrome', headless=True, **exec_path)\n\n\n<assignment token>\n\n\ndef scrape_mars_news():\n try:\n browser = init_browser()\n url = 'https://mars.nasa.gov/news/'\n browser.visit(url)\n html = browser.html\n soup = bs(html, 'html.parser')\n news_title = soup.find('div', class_='content_title').find('a').text\n news_paragraph = soup.find('div', class_='article_teaser_body').text\n mars_info['news_title'] = news_title\n mars_info['news_paragraph'] = news_paragraph\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_image():\n try:\n browser = init_browser()\n image_url_featured = (\n 'https://www.jpl.nasa.gov/spaceimages/?search=&category=Mars')\n browser.visit(image_url_featured)\n html_image = browser.html\n soup = bs(html_image, 'html.parser')\n featured_image_url = soup.find('article')['style'].replace(\n 'background-image: url(', '').replace(');', '')[1:-1]\n main_url = 'https://www.jpl.nasa.gov'\n featured_image_url = main_url + featured_image_url\n featured_image_url\n mars_info['featured_image_url'] = featured_image_url\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_weather():\n try:\n browser = init_browser()\n weather_url = 'https://twitter.com/marswxreport?lang=en'\n browser.visit(weather_url)\n html_weather = browser.html\n soup = bs(html_weather, 'html.parser')\n tweets = soup.find('ol', class_='stream-items')\n mars_weather = tweets.find('p', class_='tweet-text').text\n mars_info['mars_weather'] = mars_weather\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_facts():\n try:\n browser = init_browser()\n facts_url = 'http://space-facts.com/mars/'\n mars_facts = pd.read_html(facts_url)\n mars_df = mars_facts[0]\n mars_df.columns = ['Description', 'Value']\n mars_df.set_index('Description', inplace=True)\n data = mars_df.to_html()\n mars_info['mars_facts'] = data\n return mars_info\n finally:\n browser.quit()\n\n\nprint(scrape_mars_news())\nprint(scrape_mars_image())\nprint(scrape_mars_weather())\nprint(scrape_mars_facts())\n\n\ndef return_scrape():\n scrape_mars_news()\n scrape_mars_image()\n scrape_mars_weather()\n scrape_mars_facts()\n return mars_info\n", "<import token>\n\n\ndef init_browser():\n exec_path = {'executable_path': 'C:/chromedriver/chromedriver.exe'}\n return Browser('chrome', headless=True, **exec_path)\n\n\n<assignment token>\n\n\ndef scrape_mars_news():\n try:\n browser = init_browser()\n url = 'https://mars.nasa.gov/news/'\n browser.visit(url)\n html = browser.html\n soup = bs(html, 'html.parser')\n news_title = soup.find('div', class_='content_title').find('a').text\n news_paragraph = soup.find('div', class_='article_teaser_body').text\n mars_info['news_title'] = news_title\n mars_info['news_paragraph'] = news_paragraph\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_image():\n try:\n browser = init_browser()\n image_url_featured = (\n 'https://www.jpl.nasa.gov/spaceimages/?search=&category=Mars')\n browser.visit(image_url_featured)\n html_image = browser.html\n soup = bs(html_image, 'html.parser')\n featured_image_url = soup.find('article')['style'].replace(\n 'background-image: url(', '').replace(');', '')[1:-1]\n main_url = 'https://www.jpl.nasa.gov'\n featured_image_url = main_url + featured_image_url\n featured_image_url\n mars_info['featured_image_url'] = featured_image_url\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_weather():\n try:\n browser = init_browser()\n weather_url = 'https://twitter.com/marswxreport?lang=en'\n browser.visit(weather_url)\n html_weather = browser.html\n soup = bs(html_weather, 'html.parser')\n tweets = soup.find('ol', class_='stream-items')\n mars_weather = tweets.find('p', class_='tweet-text').text\n mars_info['mars_weather'] = mars_weather\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_facts():\n try:\n browser = init_browser()\n facts_url = 'http://space-facts.com/mars/'\n mars_facts = pd.read_html(facts_url)\n mars_df = mars_facts[0]\n mars_df.columns = ['Description', 'Value']\n mars_df.set_index('Description', inplace=True)\n data = mars_df.to_html()\n mars_info['mars_facts'] = data\n return mars_info\n finally:\n browser.quit()\n\n\n<code token>\n\n\ndef return_scrape():\n scrape_mars_news()\n scrape_mars_image()\n scrape_mars_weather()\n scrape_mars_facts()\n return mars_info\n", "<import token>\n\n\ndef init_browser():\n exec_path = {'executable_path': 'C:/chromedriver/chromedriver.exe'}\n return Browser('chrome', headless=True, **exec_path)\n\n\n<assignment token>\n\n\ndef scrape_mars_news():\n try:\n browser = init_browser()\n url = 'https://mars.nasa.gov/news/'\n browser.visit(url)\n html = browser.html\n soup = bs(html, 'html.parser')\n news_title = soup.find('div', class_='content_title').find('a').text\n news_paragraph = soup.find('div', class_='article_teaser_body').text\n mars_info['news_title'] = news_title\n mars_info['news_paragraph'] = news_paragraph\n return mars_info\n finally:\n browser.quit()\n\n\n<function token>\n\n\ndef scrape_mars_weather():\n try:\n browser = init_browser()\n weather_url = 'https://twitter.com/marswxreport?lang=en'\n browser.visit(weather_url)\n html_weather = browser.html\n soup = bs(html_weather, 'html.parser')\n tweets = soup.find('ol', class_='stream-items')\n mars_weather = tweets.find('p', class_='tweet-text').text\n mars_info['mars_weather'] = mars_weather\n return mars_info\n finally:\n browser.quit()\n\n\ndef scrape_mars_facts():\n try:\n browser = init_browser()\n facts_url = 'http://space-facts.com/mars/'\n mars_facts = pd.read_html(facts_url)\n mars_df = mars_facts[0]\n mars_df.columns = ['Description', 'Value']\n mars_df.set_index('Description', inplace=True)\n data = mars_df.to_html()\n mars_info['mars_facts'] = data\n return mars_info\n finally:\n browser.quit()\n\n\n<code token>\n\n\ndef return_scrape():\n scrape_mars_news()\n scrape_mars_image()\n scrape_mars_weather()\n scrape_mars_facts()\n return mars_info\n", "<import token>\n\n\ndef init_browser():\n exec_path = {'executable_path': 'C:/chromedriver/chromedriver.exe'}\n return Browser('chrome', headless=True, **exec_path)\n\n\n<assignment token>\n\n\ndef scrape_mars_news():\n try:\n browser = init_browser()\n url = 'https://mars.nasa.gov/news/'\n browser.visit(url)\n html = browser.html\n soup = bs(html, 'html.parser')\n news_title = soup.find('div', class_='content_title').find('a').text\n news_paragraph = soup.find('div', class_='article_teaser_body').text\n mars_info['news_title'] = news_title\n mars_info['news_paragraph'] = news_paragraph\n return mars_info\n finally:\n browser.quit()\n\n\n<function token>\n\n\ndef scrape_mars_weather():\n try:\n browser = init_browser()\n weather_url = 'https://twitter.com/marswxreport?lang=en'\n browser.visit(weather_url)\n html_weather = browser.html\n soup = bs(html_weather, 'html.parser')\n tweets = soup.find('ol', class_='stream-items')\n mars_weather = tweets.find('p', class_='tweet-text').text\n mars_info['mars_weather'] = mars_weather\n return mars_info\n finally:\n browser.quit()\n\n\n<function token>\n<code token>\n\n\ndef return_scrape():\n scrape_mars_news()\n scrape_mars_image()\n scrape_mars_weather()\n scrape_mars_facts()\n return mars_info\n", "<import token>\n<function token>\n<assignment token>\n\n\ndef scrape_mars_news():\n try:\n browser = init_browser()\n url = 'https://mars.nasa.gov/news/'\n browser.visit(url)\n html = browser.html\n soup = bs(html, 'html.parser')\n news_title = soup.find('div', class_='content_title').find('a').text\n news_paragraph = soup.find('div', class_='article_teaser_body').text\n mars_info['news_title'] = news_title\n mars_info['news_paragraph'] = news_paragraph\n return mars_info\n finally:\n browser.quit()\n\n\n<function token>\n\n\ndef scrape_mars_weather():\n try:\n browser = init_browser()\n weather_url = 'https://twitter.com/marswxreport?lang=en'\n browser.visit(weather_url)\n html_weather = browser.html\n soup = bs(html_weather, 'html.parser')\n tweets = soup.find('ol', class_='stream-items')\n mars_weather = tweets.find('p', class_='tweet-text').text\n mars_info['mars_weather'] = mars_weather\n return mars_info\n finally:\n browser.quit()\n\n\n<function token>\n<code token>\n\n\ndef return_scrape():\n scrape_mars_news()\n scrape_mars_image()\n scrape_mars_weather()\n scrape_mars_facts()\n return mars_info\n", "<import token>\n<function token>\n<assignment token>\n\n\ndef scrape_mars_news():\n try:\n browser = init_browser()\n url = 'https://mars.nasa.gov/news/'\n browser.visit(url)\n html = browser.html\n soup = bs(html, 'html.parser')\n news_title = soup.find('div', class_='content_title').find('a').text\n news_paragraph = soup.find('div', class_='article_teaser_body').text\n mars_info['news_title'] = news_title\n mars_info['news_paragraph'] = news_paragraph\n return mars_info\n finally:\n browser.quit()\n\n\n<function token>\n<function token>\n<function token>\n<code token>\n\n\ndef return_scrape():\n scrape_mars_news()\n scrape_mars_image()\n scrape_mars_weather()\n scrape_mars_facts()\n return mars_info\n", "<import token>\n<function token>\n<assignment token>\n<function token>\n<function token>\n<function token>\n<function token>\n<code token>\n\n\ndef return_scrape():\n scrape_mars_news()\n scrape_mars_image()\n scrape_mars_weather()\n scrape_mars_facts()\n return mars_info\n", "<import token>\n<function token>\n<assignment token>\n<function token>\n<function token>\n<function token>\n<function token>\n<code token>\n<function token>\n" ]

[ "# -*- coding: utf-8 -*-\n\"\"\"\n汇总需要用到的一些常见函数\n\"\"\"\nimport config # 导入config，在同一级目录下，直接import\nimport pandas as pd # 导入pandas，我们一般为pandas取一个别名叫做pd\n\n\n# 导入数据\ndef import_stock_data(stock_code):\n \"\"\"\n 只导入如下字段：'交易日期', '股票代码', '开盘价', '最高价', '最低价', '收盘价', '涨跌幅'\n 最终输出结果按照日期排序\n :param stock_code:\n :return:\n \"\"\"\n df = pd.read_csv(config.input_data_path + '/stock_data/' + stock_code + '.csv', encoding='gbk')\n df.columns = [i.encode('utf8') for i in df.columns]\n df = df[['交易日期', '股票代码', '开盘价', '最高价', '最低价', '收盘价', '涨跌幅']]\n df.sort_values(by=['交易日期'], inplace=True)\n df['交易日期'] = pd.to_datetime(df['交易日期'])\n df.reset_index(inplace=True, drop=True)\n\n return df\n\n\n# 计算复权价\ndef cal_fuquan_price(input_stock_data, fuquan_type='后复权'):\n \"\"\"\n 计算复权价\n :param input_stock_data:\n :param fuquan_type:复权类型，可以是'后复权'或者'前复权'\n :return:\n \"\"\"\n # 创建空的df\n df = pd.DataFrame()\n\n # 计算复权收盘价\n num = {'后复权': 0, '前复权': -1}\n price1 = input_stock_data['收盘价'].iloc[num[fuquan_type]]\n df['复权因子'] = (1.0 + input_stock_data['涨跌幅']).cumprod()\n price2 = df['复权因子'].iloc[num[fuquan_type]]\n df['收盘价_' + fuquan_type] = df['复权因子'] * (price1 / price2)\n\n # 计算复权的开盘价、最高价、最低价\n df['开盘价_' + fuquan_type] = input_stock_data['开盘价'] / input_stock_data['收盘价'] * df['收盘价_' + fuquan_type]\n df['最高价_' + fuquan_type] = input_stock_data['最高价'] / input_stock_data['收盘价'] * df['收盘价_' + fuquan_type]\n df['最低价_' + fuquan_type] = input_stock_data['最低价'] / input_stock_data['收盘价'] * df['收盘价_' + fuquan_type]\n\n return df[[i + '_' + fuquan_type for i in '开盘价', '最高价', '最低价', '收盘价']]\n" ]

[ "import requests\nfrom django.db import models\n\nfrom common.models import BaseDevice, BaseButton, Room\n\n\nclass Device(BaseDevice):\n name = models.CharField(max_length=255, unique=True)\n room = models.ForeignKey(Room, null=True, blank=True, related_name='api', on_delete=models.CASCADE)\n parent = models.OneToOneField(BaseDevice, related_name=\"api\", parent_link=True, on_delete=models.CASCADE)\n\n def __str__(self):\n return '{name}{room}'.format(name=self.name, room=', ' + self.room.name if self.room else '')\n\n\nclass Button(BaseButton):\n device = models.ForeignKey(Device, related_name='buttons', on_delete=models.CASCADE)\n name = models.CharField(max_length=255)\n color = models.CharField(max_length=255, choices=(\n (\"default\", \"White\"),\n (\"primary\", \"Blue\"),\n (\"success\", \"Green\"),\n (\"info\", \"Light blue\"),\n (\"warning\", \"Orange\"),\n (\"danger\", \"Red\"),\n ), default=\"btn-default\")\n url = models.CharField(max_length=511)\n post_body = models.TextField(blank=True, null=True)\n content_type = models.CharField(default=\"application/json\", max_length=255, blank=True, null=True)\n method = models.CharField(max_length=10, choices=(\n (\"post\", \"POST\"),\n (\"get\", \"GET\"),))\n user = models.CharField(max_length=255, blank=True, null=True)\n password = models.CharField(max_length=255, blank=True, null=True)\n parent = models.OneToOneField(BaseButton, related_name=\"api\", parent_link=True, on_delete=models.CASCADE)\n active = models.BooleanField(default=False)\n manually_active = models.BooleanField(default=False)\n\n class Meta:\n unique_together = (('name', 'device'),)\n\n def __str__(self):\n return '{name}'.format(name=self.name)\n\n def perform_action_internal(self, manually=False):\n self.active = True\n self.manually_active = manually\n for b in self.device.buttons.all():\n if b.pk != self.pk:\n b.active = False\n b.manually_active = False\n b.save()\n self.save()\n if self.method == 'post':\n auth = None\n headers = {\n 'cache-control': \"no-cache\",\n }\n if self.user:\n auth = (self.user, self.password)\n if self.content_type:\n headers['content-type'] = self.content_type\n requests.post(\n self.url,\n data=self.post_body,\n headers=headers,\n auth=auth\n )\n elif self.method == 'get':\n auth = None\n if self.user:\n auth = (self.user, self.password)\n requests.get(\n self.url,\n headers={\n 'cache-control': \"no-cache\",\n },\n auth=auth\n )\n\n def perform_action(self):\n for s in self.schedule_off.all():\n s.disable_until = s.get_state()['end']\n s.save()\n for s in self.schedule_on.all():\n s.disable_until = s.get_state()['end']\n s.save()\n self.perform_action_internal(manually=True)\n", "import requests\nfrom django.db import models\nfrom common.models import BaseDevice, BaseButton, Room\n\n\nclass Device(BaseDevice):\n name = models.CharField(max_length=255, unique=True)\n room = models.ForeignKey(Room, null=True, blank=True, related_name=\n 'api', on_delete=models.CASCADE)\n parent = models.OneToOneField(BaseDevice, related_name='api',\n parent_link=True, on_delete=models.CASCADE)\n\n def __str__(self):\n return '{name}{room}'.format(name=self.name, room=', ' + self.room.\n name if self.room else '')\n\n\nclass Button(BaseButton):\n device = models.ForeignKey(Device, related_name='buttons', on_delete=\n models.CASCADE)\n name = models.CharField(max_length=255)\n color = models.CharField(max_length=255, choices=(('default', 'White'),\n ('primary', 'Blue'), ('success', 'Green'), ('info', 'Light blue'),\n ('warning', 'Orange'), ('danger', 'Red')), default='btn-default')\n url = models.CharField(max_length=511)\n post_body = models.TextField(blank=True, null=True)\n content_type = models.CharField(default='application/json', max_length=\n 255, blank=True, null=True)\n method = models.CharField(max_length=10, choices=(('post', 'POST'), (\n 'get', 'GET')))\n user = models.CharField(max_length=255, blank=True, null=True)\n password = models.CharField(max_length=255, blank=True, null=True)\n parent = models.OneToOneField(BaseButton, related_name='api',\n parent_link=True, on_delete=models.CASCADE)\n active = models.BooleanField(default=False)\n manually_active = models.BooleanField(default=False)\n\n\n class Meta:\n unique_together = ('name', 'device'),\n\n def __str__(self):\n return '{name}'.format(name=self.name)\n\n def perform_action_internal(self, manually=False):\n self.active = True\n self.manually_active = manually\n for b in self.device.buttons.all():\n if b.pk != self.pk:\n b.active = False\n b.manually_active = False\n b.save()\n self.save()\n if self.method == 'post':\n auth = None\n headers = {'cache-control': 'no-cache'}\n if self.user:\n auth = self.user, self.password\n if self.content_type:\n headers['content-type'] = self.content_type\n requests.post(self.url, data=self.post_body, headers=headers,\n auth=auth)\n elif self.method == 'get':\n auth = None\n if self.user:\n auth = self.user, self.password\n requests.get(self.url, headers={'cache-control': 'no-cache'},\n auth=auth)\n\n def perform_action(self):\n for s in self.schedule_off.all():\n s.disable_until = s.get_state()['end']\n s.save()\n for s in self.schedule_on.all():\n s.disable_until = s.get_state()['end']\n s.save()\n self.perform_action_internal(manually=True)\n", "<import token>\n\n\nclass Device(BaseDevice):\n name = models.CharField(max_length=255, unique=True)\n room = models.ForeignKey(Room, null=True, blank=True, related_name=\n 'api', on_delete=models.CASCADE)\n parent = models.OneToOneField(BaseDevice, related_name='api',\n parent_link=True, on_delete=models.CASCADE)\n\n def __str__(self):\n return '{name}{room}'.format(name=self.name, room=', ' + self.room.\n name if self.room else '')\n\n\nclass Button(BaseButton):\n device = models.ForeignKey(Device, related_name='buttons', on_delete=\n models.CASCADE)\n name = models.CharField(max_length=255)\n color = models.CharField(max_length=255, choices=(('default', 'White'),\n ('primary', 'Blue'), ('success', 'Green'), ('info', 'Light blue'),\n ('warning', 'Orange'), ('danger', 'Red')), default='btn-default')\n url = models.CharField(max_length=511)\n post_body = models.TextField(blank=True, null=True)\n content_type = models.CharField(default='application/json', max_length=\n 255, blank=True, null=True)\n method = models.CharField(max_length=10, choices=(('post', 'POST'), (\n 'get', 'GET')))\n user = models.CharField(max_length=255, blank=True, null=True)\n password = models.CharField(max_length=255, blank=True, null=True)\n parent = models.OneToOneField(BaseButton, related_name='api',\n parent_link=True, on_delete=models.CASCADE)\n active = models.BooleanField(default=False)\n manually_active = models.BooleanField(default=False)\n\n\n class Meta:\n unique_together = ('name', 'device'),\n\n def __str__(self):\n return '{name}'.format(name=self.name)\n\n def perform_action_internal(self, manually=False):\n self.active = True\n self.manually_active = manually\n for b in self.device.buttons.all():\n if b.pk != self.pk:\n b.active = False\n b.manually_active = False\n b.save()\n self.save()\n if self.method == 'post':\n auth = None\n headers = {'cache-control': 'no-cache'}\n if self.user:\n auth = self.user, self.password\n if self.content_type:\n headers['content-type'] = self.content_type\n requests.post(self.url, data=self.post_body, headers=headers,\n auth=auth)\n elif self.method == 'get':\n auth = None\n if self.user:\n auth = self.user, self.password\n requests.get(self.url, headers={'cache-control': 'no-cache'},\n auth=auth)\n\n def perform_action(self):\n for s in self.schedule_off.all():\n s.disable_until = s.get_state()['end']\n s.save()\n for s in self.schedule_on.all():\n s.disable_until = s.get_state()['end']\n s.save()\n self.perform_action_internal(manually=True)\n", "<import token>\n\n\nclass Device(BaseDevice):\n <assignment token>\n <assignment token>\n <assignment token>\n\n def __str__(self):\n return '{name}{room}'.format(name=self.name, room=', ' + self.room.\n name if self.room else '')\n\n\nclass Button(BaseButton):\n device = models.ForeignKey(Device, related_name='buttons', on_delete=\n models.CASCADE)\n name = models.CharField(max_length=255)\n color = models.CharField(max_length=255, choices=(('default', 'White'),\n ('primary', 'Blue'), ('success', 'Green'), ('info', 'Light blue'),\n ('warning', 'Orange'), ('danger', 'Red')), default='btn-default')\n url = models.CharField(max_length=511)\n post_body = models.TextField(blank=True, null=True)\n content_type = models.CharField(default='application/json', max_length=\n 255, blank=True, null=True)\n method = models.CharField(max_length=10, choices=(('post', 'POST'), (\n 'get', 'GET')))\n user = models.CharField(max_length=255, blank=True, null=True)\n password = models.CharField(max_length=255, blank=True, null=True)\n parent = models.OneToOneField(BaseButton, related_name='api',\n parent_link=True, on_delete=models.CASCADE)\n active = models.BooleanField(default=False)\n manually_active = models.BooleanField(default=False)\n\n\n class Meta:\n unique_together = ('name', 'device'),\n\n def __str__(self):\n return '{name}'.format(name=self.name)\n\n def perform_action_internal(self, manually=False):\n self.active = True\n self.manually_active = manually\n for b in self.device.buttons.all():\n if b.pk != self.pk:\n b.active = False\n b.manually_active = False\n b.save()\n self.save()\n if self.method == 'post':\n auth = None\n headers = {'cache-control': 'no-cache'}\n if self.user:\n auth = self.user, self.password\n if self.content_type:\n headers['content-type'] = self.content_type\n requests.post(self.url, data=self.post_body, headers=headers,\n auth=auth)\n elif self.method == 'get':\n auth = None\n if self.user:\n auth = self.user, self.password\n requests.get(self.url, headers={'cache-control': 'no-cache'},\n auth=auth)\n\n def perform_action(self):\n for s in self.schedule_off.all():\n s.disable_until = s.get_state()['end']\n s.save()\n for s in self.schedule_on.all():\n s.disable_until = s.get_state()['end']\n s.save()\n self.perform_action_internal(manually=True)\n", "<import token>\n\n\nclass Device(BaseDevice):\n <assignment token>\n <assignment token>\n <assignment token>\n <function token>\n\n\nclass Button(BaseButton):\n device = models.ForeignKey(Device, related_name='buttons', on_delete=\n models.CASCADE)\n name = models.CharField(max_length=255)\n color = models.CharField(max_length=255, choices=(('default', 'White'),\n ('primary', 'Blue'), ('success', 'Green'), ('info', 'Light blue'),\n ('warning', 'Orange'), ('danger', 'Red')), default='btn-default')\n url = models.CharField(max_length=511)\n post_body = models.TextField(blank=True, null=True)\n content_type = models.CharField(default='application/json', max_length=\n 255, blank=True, null=True)\n method = models.CharField(max_length=10, choices=(('post', 'POST'), (\n 'get', 'GET')))\n user = models.CharField(max_length=255, blank=True, null=True)\n password = models.CharField(max_length=255, blank=True, null=True)\n parent = models.OneToOneField(BaseButton, related_name='api',\n parent_link=True, on_delete=models.CASCADE)\n active = models.BooleanField(default=False)\n manually_active = models.BooleanField(default=False)\n\n\n class Meta:\n unique_together = ('name', 'device'),\n\n def __str__(self):\n return '{name}'.format(name=self.name)\n\n def perform_action_internal(self, manually=False):\n self.active = True\n self.manually_active = manually\n for b in self.device.buttons.all():\n if b.pk != self.pk:\n b.active = False\n b.manually_active = False\n b.save()\n self.save()\n if self.method == 'post':\n auth = None\n headers = {'cache-control': 'no-cache'}\n if self.user:\n auth = self.user, self.password\n if self.content_type:\n headers['content-type'] = self.content_type\n requests.post(self.url, data=self.post_body, headers=headers,\n auth=auth)\n elif self.method == 'get':\n auth = None\n if self.user:\n auth = self.user, self.password\n requests.get(self.url, headers={'cache-control': 'no-cache'},\n auth=auth)\n\n def perform_action(self):\n for s in self.schedule_off.all():\n s.disable_until = s.get_state()['end']\n s.save()\n for s in self.schedule_on.all():\n s.disable_until = s.get_state()['end']\n s.save()\n self.perform_action_internal(manually=True)\n", "<import token>\n<class token>\n\n\nclass Button(BaseButton):\n device = models.ForeignKey(Device, related_name='buttons', on_delete=\n models.CASCADE)\n name = models.CharField(max_length=255)\n color = models.CharField(max_length=255, choices=(('default', 'White'),\n ('primary', 'Blue'), ('success', 'Green'), ('info', 'Light blue'),\n ('warning', 'Orange'), ('danger', 'Red')), default='btn-default')\n url = models.CharField(max_length=511)\n post_body = models.TextField(blank=True, null=True)\n content_type = models.CharField(default='application/json', max_length=\n 255, blank=True, null=True)\n method = models.CharField(max_length=10, choices=(('post', 'POST'), (\n 'get', 'GET')))\n user = models.CharField(max_length=255, blank=True, null=True)\n password = models.CharField(max_length=255, blank=True, null=True)\n parent = models.OneToOneField(BaseButton, related_name='api',\n parent_link=True, on_delete=models.CASCADE)\n active = models.BooleanField(default=False)\n manually_active = models.BooleanField(default=False)\n\n\n class Meta:\n unique_together = ('name', 'device'),\n\n def __str__(self):\n return '{name}'.format(name=self.name)\n\n def perform_action_internal(self, manually=False):\n self.active = True\n self.manually_active = manually\n for b in self.device.buttons.all():\n if b.pk != self.pk:\n b.active = False\n b.manually_active = False\n b.save()\n self.save()\n if self.method == 'post':\n auth = None\n headers = {'cache-control': 'no-cache'}\n if self.user:\n auth = self.user, self.password\n if self.content_type:\n headers['content-type'] = self.content_type\n requests.post(self.url, data=self.post_body, headers=headers,\n auth=auth)\n elif self.method == 'get':\n auth = None\n if self.user:\n auth = self.user, self.password\n requests.get(self.url, headers={'cache-control': 'no-cache'},\n auth=auth)\n\n def perform_action(self):\n for s in self.schedule_off.all():\n s.disable_until = s.get_state()['end']\n s.save()\n for s in self.schedule_on.all():\n s.disable_until = s.get_state()['end']\n s.save()\n self.perform_action_internal(manually=True)\n", "<import token>\n<class token>\n\n\nclass Button(BaseButton):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n\n class Meta:\n unique_together = ('name', 'device'),\n\n def __str__(self):\n return '{name}'.format(name=self.name)\n\n def perform_action_internal(self, manually=False):\n self.active = True\n self.manually_active = manually\n for b in self.device.buttons.all():\n if b.pk != self.pk:\n b.active = False\n b.manually_active = False\n b.save()\n self.save()\n if self.method == 'post':\n auth = None\n headers = {'cache-control': 'no-cache'}\n if self.user:\n auth = self.user, self.password\n if self.content_type:\n headers['content-type'] = self.content_type\n requests.post(self.url, data=self.post_body, headers=headers,\n auth=auth)\n elif self.method == 'get':\n auth = None\n if self.user:\n auth = self.user, self.password\n requests.get(self.url, headers={'cache-control': 'no-cache'},\n auth=auth)\n\n def perform_action(self):\n for s in self.schedule_off.all():\n s.disable_until = s.get_state()['end']\n s.save()\n for s in self.schedule_on.all():\n s.disable_until = s.get_state()['end']\n s.save()\n self.perform_action_internal(manually=True)\n", "<import token>\n<class token>\n\n\nclass Button(BaseButton):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n\n class Meta:\n unique_together = ('name', 'device'),\n <function token>\n\n def perform_action_internal(self, manually=False):\n self.active = True\n self.manually_active = manually\n for b in self.device.buttons.all():\n if b.pk != self.pk:\n b.active = False\n b.manually_active = False\n b.save()\n self.save()\n if self.method == 'post':\n auth = None\n headers = {'cache-control': 'no-cache'}\n if self.user:\n auth = self.user, self.password\n if self.content_type:\n headers['content-type'] = self.content_type\n requests.post(self.url, data=self.post_body, headers=headers,\n auth=auth)\n elif self.method == 'get':\n auth = None\n if self.user:\n auth = self.user, self.password\n requests.get(self.url, headers={'cache-control': 'no-cache'},\n auth=auth)\n\n def perform_action(self):\n for s in self.schedule_off.all():\n s.disable_until = s.get_state()['end']\n s.save()\n for s in self.schedule_on.all():\n s.disable_until = s.get_state()['end']\n s.save()\n self.perform_action_internal(manually=True)\n", "<import token>\n<class token>\n\n\nclass Button(BaseButton):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n\n class Meta:\n unique_together = ('name', 'device'),\n <function token>\n <function token>\n\n def perform_action(self):\n for s in self.schedule_off.all():\n s.disable_until = s.get_state()['end']\n s.save()\n for s in self.schedule_on.all():\n s.disable_until = s.get_state()['end']\n s.save()\n self.perform_action_internal(manually=True)\n", "<import token>\n<class token>\n\n\nclass Button(BaseButton):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n\n class Meta:\n unique_together = ('name', 'device'),\n <function token>\n <function token>\n <function token>\n", "<import token>\n<class token>\n<class token>\n" ]

[ "\"\"\"\nCAR CONFIG\n\nThis file is read by your car application's manage.py script to change the car\nperformance.\n\nEXMAPLE\n-----------\nimport dk\ncfg = dk.load_config(config_path='~/mycar/config.py')\nprint(cfg.CAMERA_RESOLUTION)\n\n\"\"\"\n\n\nimport os\n\n#PATHS\nCAR_PATH = PACKAGE_PATH = os.path.dirname(os.path.realpath(__file__))\nDATA_PATH = os.path.join(CAR_PATH, 'data')\nMODELS_PATH = os.path.join(CAR_PATH, 'models')\n\n#VEHICLE\nDRIVE_LOOP_HZ = 20 # the vehicle loop will pause if faster than this speed.\nMAX_LOOPS = None # the vehicle loop can abort after this many iterations, when given a positive integer.\n\n#CAMERA\nCAMERA_TYPE = \"MOCK\" # (PICAM|WEBCAM|CVCAM|CSIC|V4L|D435|MOCK|IMAGE_LIST)\nIMAGE_W = 160\nIMAGE_H = 120\nIMAGE_DEPTH = 3 # default RGB=3, make 1 for mono\nCAMERA_FRAMERATE = DRIVE_LOOP_HZ\nCAMERA_VFLIP = False\nCAMERA_HFLIP = False\n# For CSIC camera - If the camera is mounted in a rotated position, changing the below parameter will correct the output frame orientation\nCSIC_CAM_GSTREAMER_FLIP_PARM = 0 # (0 => none , 4 => Flip horizontally, 6 => Flip vertically)\n\n# For IMAGE_LIST camera\n# PATH_MASK = \"~/mycar/data/tub_1_20-03-12/*.jpg\"\n\n#9865, over rides only if needed, ie. TX2..\nPCA9685_I2C_ADDR = 0x40 #I2C address, use i2cdetect to validate this number\nPCA9685_I2C_BUSNUM = None #None will auto detect, which is fine on the pi. But other platforms should specify the bus num.\n\n#SSD1306_128_32\nUSE_SSD1306_128_32 = False # Enable the SSD_1306 OLED Display\nSSD1306_128_32_I2C_BUSNUM = 1 # I2C bus number\n\n#DRIVETRAIN\n#These options specify which chasis and motor setup you are using. Most are using SERVO_ESC.\n#DC_STEER_THROTTLE uses HBridge pwm to control one steering dc motor, and one drive wheel motor\n#DC_TWO_WHEEL uses HBridge pwm to control two drive motors, one on the left, and one on the right.\n#SERVO_HBRIDGE_PWM use ServoBlaster to output pwm control from the PiZero directly to control steering, and HBridge for a drive motor.\n#PIGPIO_PWM uses Raspberrys internal PWM\nDRIVE_TRAIN_TYPE = \"MOCK\" # I2C_SERVO|DC_STEER_THROTTLE|DC_TWO_WHEEL|DC_TWO_WHEEL_L298N|SERVO_HBRIDGE_PWM|PIGPIO_PWM|MM1|MOCK\n\n#STEERING\nSTEERING_CHANNEL = 1 #channel on the 9685 pwm board 0-15\nSTEERING_LEFT_PWM = 460 #pwm value for full left steering\nSTEERING_RIGHT_PWM = 290 #pwm value for full right steering\n\n#STEERING FOR PIGPIO_PWM\nSTEERING_PWM_PIN = 13 #Pin numbering according to Broadcom numbers\nSTEERING_PWM_FREQ = 50 #Frequency for PWM\nSTEERING_PWM_INVERTED = False #If PWM needs to be inverted\n\n#THROTTLE\nTHROTTLE_CHANNEL = 0 #channel on the 9685 pwm board 0-15\nTHROTTLE_FORWARD_PWM = 500 #pwm value for max forward throttle\nTHROTTLE_STOPPED_PWM = 370 #pwm value for no movement\nTHROTTLE_REVERSE_PWM = 220 #pwm value for max reverse throttle\n\n#THROTTLE FOR PIGPIO_PWM\nTHROTTLE_PWM_PIN = 18 #Pin numbering according to Broadcom numbers\nTHROTTLE_PWM_FREQ = 50 #Frequency for PWM\nTHROTTLE_PWM_INVERTED = False #If PWM needs to be inverted\n\n#DC_STEER_THROTTLE with one motor as steering, one as drive\n#these GPIO pinouts are only used for the DRIVE_TRAIN_TYPE=DC_STEER_THROTTLE\nHBRIDGE_PIN_LEFT = 18\nHBRIDGE_PIN_RIGHT = 16\nHBRIDGE_PIN_FWD = 15\nHBRIDGE_PIN_BWD = 13\n\n#DC_TWO_WHEEL - with two wheels as drive, left and right.\n#these GPIO pinouts are only used for the DRIVE_TRAIN_TYPE=DC_TWO_WHEEL\nHBRIDGE_PIN_LEFT_FWD = 18\nHBRIDGE_PIN_LEFT_BWD = 16\nHBRIDGE_PIN_RIGHT_FWD = 15\nHBRIDGE_PIN_RIGHT_BWD = 13\n\n\n#TRAINING\n#The DEFAULT_MODEL_TYPE will choose which model will be created at training time. This chooses\n#between different neural network designs. You can override this setting by passing the command\n#line parameter --type to the python manage.py train and drive commands.\nDEFAULT_MODEL_TYPE = 'linear' #(linear|categorical|tflite_linear|tensorrt_linear)\nBATCH_SIZE = 128 #how many records to use when doing one pass of gradient decent. Use a smaller number if your gpu is running out of memory.\nTRAIN_TEST_SPLIT = 0.8 #what percent of records to use for training. the remaining used for validation.\nMAX_EPOCHS = 100 #how many times to visit all records of your data\nSHOW_PLOT = True #would you like to see a pop up display of final loss?\nVERBOSE_TRAIN = True #would you like to see a progress bar with text during training?\nUSE_EARLY_STOP = True #would you like to stop the training if we see it's not improving fit?\nEARLY_STOP_PATIENCE = 5 #how many epochs to wait before no improvement\nMIN_DELTA = .0005 #early stop will want this much loss change before calling it improved.\nPRINT_MODEL_SUMMARY = True #print layers and weights to stdout\nOPTIMIZER = None #adam, sgd, rmsprop, etc.. None accepts default\nLEARNING_RATE = 0.001 #only used when OPTIMIZER specified\nLEARNING_RATE_DECAY = 0.0 #only used when OPTIMIZER specified\nSEND_BEST_MODEL_TO_PI = False #change to true to automatically send best model during training\n\nPRUNE_CNN = False #This will remove weights from your model. The primary goal is to increase performance.\nPRUNE_PERCENT_TARGET = 75 # The desired percentage of pruning.\nPRUNE_PERCENT_PER_ITERATION = 20 # Percenge of pruning that is perform per iteration.\nPRUNE_VAL_LOSS_DEGRADATION_LIMIT = 0.2 # The max amout of validation loss that is permitted during pruning.\nPRUNE_EVAL_PERCENT_OF_DATASET = .05 # percent of dataset used to perform evaluation of model.\n\n#Model transfer options\n#When copying weights during a model transfer operation, should we freeze a certain number of layers\n#to the incoming weights and not allow them to change during training?\nFREEZE_LAYERS = False #default False will allow all layers to be modified by training\nNUM_LAST_LAYERS_TO_TRAIN = 7 #when freezing layers, how many layers from the last should be allowed to train?\n\n#WEB CONTROL\nWEB_CONTROL_PORT = 8887 # which port to listen on when making a web controller\nWEB_INIT_MODE = \"user\" # which control mode to start in. one of user|local_angle|local. Setting local will start in ai mode.\n\n#JOYSTICK\nUSE_JOYSTICK_AS_DEFAULT = False #when starting the manage.py, when True, will not require a --js option to use the joystick\nJOYSTICK_MAX_THROTTLE = 0.5 #this scalar is multiplied with the -1 to 1 throttle value to limit the maximum throttle. This can help if you drop the controller or just don't need the full speed available.\nJOYSTICK_STEERING_SCALE = 1.0 #some people want a steering that is less sensitve. This scalar is multiplied with the steering -1 to 1. It can be negative to reverse dir.\nAUTO_RECORD_ON_THROTTLE = True #if true, we will record whenever throttle is not zero. if false, you must manually toggle recording with some other trigger. Usually circle button on joystick.\nCONTROLLER_TYPE = 'xbox' #(ps3|ps4|xbox|nimbus|wiiu|F710|rc3|MM1|custom) custom will run the my_joystick.py controller written by the `donkey createjs` command\nUSE_NETWORKED_JS = False #should we listen for remote joystick control over the network?\nNETWORK_JS_SERVER_IP = None #when listening for network joystick control, which ip is serving this information\nJOYSTICK_DEADZONE = 0.01 # when non zero, this is the smallest throttle before recording triggered.\nJOYSTICK_THROTTLE_DIR = 1.0 # use -1.0 to flip forward/backward, use 1.0 to use joystick's natural forward/backward\nUSE_FPV = False # send camera data to FPV webserver\nJOYSTICK_DEVICE_FILE = \"/dev/input/js0\" # this is the unix file use to access the joystick.\n\n#For the categorical model, this limits the upper bound of the learned throttle\n#it's very IMPORTANT that this value is matched from the training PC config.py and the robot.py\n#and ideally wouldn't change once set.\nMODEL_CATEGORICAL_MAX_THROTTLE_RANGE = 0.8\n\n#RNN or 3D\nSEQUENCE_LENGTH = 3 #some models use a number of images over time. This controls how many.\n\n#IMU\nHAVE_IMU = False #when true, this add a Mpu6050 part and records the data. Can be used with a\nIMU_SENSOR = 'mpu6050' # (mpu6050|mpu9250)\nIMU_DLP_CONFIG = 0 # Digital Lowpass Filter setting (0:250Hz, 1:184Hz, 2:92Hz, 3:41Hz, 4:20Hz, 5:10Hz, 6:5Hz)\n\n#SOMBRERO\nHAVE_SOMBRERO = False #set to true when using the sombrero hat from the Donkeycar store. This will enable pwm on the hat.\n\n#ROBOHAT MM1\nHAVE_ROBOHAT = False # set to true when using the Robo HAT MM1 from Robotics Masters. This will change to RC Control.\nMM1_STEERING_MID = 1500 # Adjust this value if your car cannot run in a straight line\nMM1_MAX_FORWARD = 2000 # Max throttle to go fowrward. The bigger the faster\nMM1_STOPPED_PWM = 1500\nMM1_MAX_REVERSE = 1000 # Max throttle to go reverse. The smaller the faster\nMM1_SHOW_STEERING_VALUE = False\n# Serial port \n# -- Default Pi: '/dev/ttyS0'\n# -- Jetson Nano: '/dev/ttyTHS1'\n# -- Google coral: '/dev/ttymxc0'\n# -- Windows: 'COM3', Arduino: '/dev/ttyACM0'\n# -- MacOS/Linux:please use 'ls /dev/tty.*' to find the correct serial port for mm1 \n# eg.'/dev/tty.usbmodemXXXXXX' and replace the port accordingly\nMM1_SERIAL_PORT = '/dev/ttyS0' # Serial Port for reading and sending MM1 data.\n\n#RECORD OPTIONS\nRECORD_DURING_AI = False #normally we do not record during ai mode. Set this to true to get image and steering records for your Ai. Be careful not to use them to train.\nAUTO_CREATE_NEW_TUB = False #create a new tub (tub_YY_MM_DD) directory when recording or append records to data directory directly\n\n#LED\nHAVE_RGB_LED = False #do you have an RGB LED like https://www.amazon.com/dp/B07BNRZWNF\nLED_INVERT = False #COMMON ANODE? Some RGB LED use common anode. like https://www.amazon.com/Xia-Fly-Tri-Color-Emitting-Diffused/dp/B07MYJQP8B\n\n#LED board pin number for pwm outputs\n#These are physical pinouts. See: https://www.raspberrypi-spy.co.uk/2012/06/simple-guide-to-the-rpi-gpio-header-and-pins/\nLED_PIN_R = 12\nLED_PIN_G = 10\nLED_PIN_B = 16\n\n#LED status color, 0-100\nLED_R = 0\nLED_G = 0\nLED_B = 1\n\n#LED Color for record count indicator\nREC_COUNT_ALERT = 1000 #how many records before blinking alert\nREC_COUNT_ALERT_CYC = 15 #how many cycles of 1/20 of a second to blink per REC_COUNT_ALERT records\nREC_COUNT_ALERT_BLINK_RATE = 0.4 #how fast to blink the led in seconds on/off\n\n#first number is record count, second tuple is color ( r, g, b) (0-100)\n#when record count exceeds that number, the color will be used\nRECORD_ALERT_COLOR_ARR = [ (0, (1, 1, 1)),\n (3000, (5, 5, 5)),\n (5000, (5, 2, 0)),\n (10000, (0, 5, 0)),\n (15000, (0, 5, 5)),\n (20000, (0, 0, 5)), ]\n\n\n#LED status color, 0-100, for model reloaded alert\nMODEL_RELOADED_LED_R = 100\nMODEL_RELOADED_LED_G = 0\nMODEL_RELOADED_LED_B = 0\n\n\n#BEHAVIORS\n#When training the Behavioral Neural Network model, make a list of the behaviors,\n#Set the TRAIN_BEHAVIORS = True, and use the BEHAVIOR_LED_COLORS to give each behavior a color\nTRAIN_BEHAVIORS = False\nBEHAVIOR_LIST = ['Left_Lane', \"Right_Lane\"]\nBEHAVIOR_LED_COLORS =[ (0, 10, 0), (10, 0, 0) ] #RGB tuples 0-100 per chanel\n\n#Localizer\n#The localizer is a neural network that can learn to predice it's location on the track.\n#This is an experimental feature that needs more developement. But it can currently be used\n#to predict the segement of the course, where the course is divided into NUM_LOCATIONS segments.\nTRAIN_LOCALIZER = False\nNUM_LOCATIONS = 10\nBUTTON_PRESS_NEW_TUB = False #when enabled, makes it easier to divide our data into one tub per track length if we make a new tub on each X button press.\n\n#DonkeyGym\n#Only on Ubuntu linux, you can use the simulator as a virtual donkey and\n#issue the same python manage.py drive command as usual, but have them control a virtual car.\n#This enables that, and sets the path to the simualator and the environment.\n#You will want to download the simulator binary from: https://github.com/tawnkramer/donkey_gym/releases/download/v18.9/DonkeySimLinux.zip\n#then extract that and modify DONKEY_SIM_PATH.\nDONKEY_GYM = True\nDONKEY_SIM_PATH = \"path to sim\" #\"/home/tkramer/projects/sdsandbox/sdsim/build/DonkeySimLinux/donkey_sim.x86_64\" when racing on virtual-race-league use \"remote\", or user \"remote\" when you want to start the sim manually first.\nDONKEY_GYM_ENV_NAME = \"donkey-generated-track-v0\" # (\"donkey-generated-track-v0\"|\"donkey-generated-roads-v0\"|\"donkey-warehouse-v0\"|\"donkey-avc-sparkfun-v0\")\nGYM_CONF = { \"img_h\" : IMAGE_H, \"img_w\" : IMAGE_W, \"body_style\" : \"donkey\", \"body_rgb\" : (128, 128, 128), \"car_name\" : \"car\", \"font_size\" : 100 } # body style(donkey|bare|car01) body rgb 0-255\nGYM_CONF[\"racer_name\"] = \"Your Name\"\nGYM_CONF[\"country\"] = \"Place\"\nGYM_CONF[\"bio\"] = \"I race robots.\"\n\nSIM_HOST = \"127.0.0.1\" # when racing on virtual-race-league use host \"trainmydonkey.com\"\nSIM_ARTIFICIAL_LATENCY = 0 # this is the millisecond latency in controls. Can use useful in emulating the delay when useing a remote server. values of 100 to 400 probably reasonable.\n\n#publish camera over network\n#This is used to create a tcp service to pushlish the camera feed\nPUB_CAMERA_IMAGES = False\n\n#When racing, to give the ai a boost, configure these values.\nAI_LAUNCH_DURATION = 0.0 # the ai will output throttle for this many seconds\nAI_LAUNCH_THROTTLE = 0.0 # the ai will output this throttle value\nAI_LAUNCH_ENABLE_BUTTON = 'R2' # this keypress will enable this boost. It must be enabled before each use to prevent accidental trigger.\nAI_LAUNCH_KEEP_ENABLED = False # when False ( default) you will need to hit the AI_LAUNCH_ENABLE_BUTTON for each use. This is safest. When this True, is active on each trip into \"local\" ai mode.\n\n#Scale the output of the throttle of the ai pilot for all model types.\nAI_THROTTLE_MULT = 1.0 # this multiplier will scale every throttle value for all output from NN models\n\n#Path following\nPATH_FILENAME = \"donkey_path.pkl\" # the path will be saved to this filename\nPATH_SCALE = 5.0 # the path display will be scaled by this factor in the web page\nPATH_OFFSET = (0, 0) # 255, 255 is the center of the map. This offset controls where the origin is displayed.\nPATH_MIN_DIST = 0.3 # after travelling this distance (m), save a path point\nPID_P = -10.0 # proportional mult for PID path follower\nPID_I = 0.000 # integral mult for PID path follower\nPID_D = -0.2 # differential mult for PID path follower\nPID_THROTTLE = 0.2 # constant throttle value during path following\nUSE_CONSTANT_THROTTLE = False # whether or not to use the constant throttle or variable throttle captured during path recording\nSAVE_PATH_BTN = \"cross\" # joystick button to save path\nRESET_ORIGIN_BTN = \"triangle\" # joystick button to press to move car back to origin\n\n# Intel Realsense D435 and D435i depth sensing camera\nREALSENSE_D435_RGB = True # True to capture RGB image\nREALSENSE_D435_DEPTH = True # True to capture depth as image array\nREALSENSE_D435_IMU = False # True to capture IMU data (D435i only)\nREALSENSE_D435_ID = None # serial number of camera or None if you only have one camera (it will autodetect)\n\n# Stop Sign Detector\nSTOP_SIGN_DETECTOR = False\nSTOP_SIGN_MIN_SCORE = 0.2\nSTOP_SIGN_SHOW_BOUNDING_BOX = True\n", "<docstring token>\nimport os\nCAR_PATH = PACKAGE_PATH = os.path.dirname(os.path.realpath(__file__))\nDATA_PATH = os.path.join(CAR_PATH, 'data')\nMODELS_PATH = os.path.join(CAR_PATH, 'models')\nDRIVE_LOOP_HZ = 20\nMAX_LOOPS = None\nCAMERA_TYPE = 'MOCK'\nIMAGE_W = 160\nIMAGE_H = 120\nIMAGE_DEPTH = 3\nCAMERA_FRAMERATE = DRIVE_LOOP_HZ\nCAMERA_VFLIP = False\nCAMERA_HFLIP = False\nCSIC_CAM_GSTREAMER_FLIP_PARM = 0\nPCA9685_I2C_ADDR = 64\nPCA9685_I2C_BUSNUM = None\nUSE_SSD1306_128_32 = False\nSSD1306_128_32_I2C_BUSNUM = 1\nDRIVE_TRAIN_TYPE = 'MOCK'\nSTEERING_CHANNEL = 1\nSTEERING_LEFT_PWM = 460\nSTEERING_RIGHT_PWM = 290\nSTEERING_PWM_PIN = 13\nSTEERING_PWM_FREQ = 50\nSTEERING_PWM_INVERTED = False\nTHROTTLE_CHANNEL = 0\nTHROTTLE_FORWARD_PWM = 500\nTHROTTLE_STOPPED_PWM = 370\nTHROTTLE_REVERSE_PWM = 220\nTHROTTLE_PWM_PIN = 18\nTHROTTLE_PWM_FREQ = 50\nTHROTTLE_PWM_INVERTED = False\nHBRIDGE_PIN_LEFT = 18\nHBRIDGE_PIN_RIGHT = 16\nHBRIDGE_PIN_FWD = 15\nHBRIDGE_PIN_BWD = 13\nHBRIDGE_PIN_LEFT_FWD = 18\nHBRIDGE_PIN_LEFT_BWD = 16\nHBRIDGE_PIN_RIGHT_FWD = 15\nHBRIDGE_PIN_RIGHT_BWD = 13\nDEFAULT_MODEL_TYPE = 'linear'\nBATCH_SIZE = 128\nTRAIN_TEST_SPLIT = 0.8\nMAX_EPOCHS = 100\nSHOW_PLOT = True\nVERBOSE_TRAIN = True\nUSE_EARLY_STOP = True\nEARLY_STOP_PATIENCE = 5\nMIN_DELTA = 0.0005\nPRINT_MODEL_SUMMARY = True\nOPTIMIZER = None\nLEARNING_RATE = 0.001\nLEARNING_RATE_DECAY = 0.0\nSEND_BEST_MODEL_TO_PI = False\nPRUNE_CNN = False\nPRUNE_PERCENT_TARGET = 75\nPRUNE_PERCENT_PER_ITERATION = 20\nPRUNE_VAL_LOSS_DEGRADATION_LIMIT = 0.2\nPRUNE_EVAL_PERCENT_OF_DATASET = 0.05\nFREEZE_LAYERS = False\nNUM_LAST_LAYERS_TO_TRAIN = 7\nWEB_CONTROL_PORT = 8887\nWEB_INIT_MODE = 'user'\nUSE_JOYSTICK_AS_DEFAULT = False\nJOYSTICK_MAX_THROTTLE = 0.5\nJOYSTICK_STEERING_SCALE = 1.0\nAUTO_RECORD_ON_THROTTLE = True\nCONTROLLER_TYPE = 'xbox'\nUSE_NETWORKED_JS = False\nNETWORK_JS_SERVER_IP = None\nJOYSTICK_DEADZONE = 0.01\nJOYSTICK_THROTTLE_DIR = 1.0\nUSE_FPV = False\nJOYSTICK_DEVICE_FILE = '/dev/input/js0'\nMODEL_CATEGORICAL_MAX_THROTTLE_RANGE = 0.8\nSEQUENCE_LENGTH = 3\nHAVE_IMU = False\nIMU_SENSOR = 'mpu6050'\nIMU_DLP_CONFIG = 0\nHAVE_SOMBRERO = False\nHAVE_ROBOHAT = False\nMM1_STEERING_MID = 1500\nMM1_MAX_FORWARD = 2000\nMM1_STOPPED_PWM = 1500\nMM1_MAX_REVERSE = 1000\nMM1_SHOW_STEERING_VALUE = False\nMM1_SERIAL_PORT = '/dev/ttyS0'\nRECORD_DURING_AI = False\nAUTO_CREATE_NEW_TUB = False\nHAVE_RGB_LED = False\nLED_INVERT = False\nLED_PIN_R = 12\nLED_PIN_G = 10\nLED_PIN_B = 16\nLED_R = 0\nLED_G = 0\nLED_B = 1\nREC_COUNT_ALERT = 1000\nREC_COUNT_ALERT_CYC = 15\nREC_COUNT_ALERT_BLINK_RATE = 0.4\nRECORD_ALERT_COLOR_ARR = [(0, (1, 1, 1)), (3000, (5, 5, 5)), (5000, (5, 2, \n 0)), (10000, (0, 5, 0)), (15000, (0, 5, 5)), (20000, (0, 0, 5))]\nMODEL_RELOADED_LED_R = 100\nMODEL_RELOADED_LED_G = 0\nMODEL_RELOADED_LED_B = 0\nTRAIN_BEHAVIORS = False\nBEHAVIOR_LIST = ['Left_Lane', 'Right_Lane']\nBEHAVIOR_LED_COLORS = [(0, 10, 0), (10, 0, 0)]\nTRAIN_LOCALIZER = False\nNUM_LOCATIONS = 10\nBUTTON_PRESS_NEW_TUB = False\nDONKEY_GYM = True\nDONKEY_SIM_PATH = 'path to sim'\nDONKEY_GYM_ENV_NAME = 'donkey-generated-track-v0'\nGYM_CONF = {'img_h': IMAGE_H, 'img_w': IMAGE_W, 'body_style': 'donkey',\n 'body_rgb': (128, 128, 128), 'car_name': 'car', 'font_size': 100}\nGYM_CONF['racer_name'] = 'Your Name'\nGYM_CONF['country'] = 'Place'\nGYM_CONF['bio'] = 'I race robots.'\nSIM_HOST = '127.0.0.1'\nSIM_ARTIFICIAL_LATENCY = 0\nPUB_CAMERA_IMAGES = False\nAI_LAUNCH_DURATION = 0.0\nAI_LAUNCH_THROTTLE = 0.0\nAI_LAUNCH_ENABLE_BUTTON = 'R2'\nAI_LAUNCH_KEEP_ENABLED = False\nAI_THROTTLE_MULT = 1.0\nPATH_FILENAME = 'donkey_path.pkl'\nPATH_SCALE = 5.0\nPATH_OFFSET = 0, 0\nPATH_MIN_DIST = 0.3\nPID_P = -10.0\nPID_I = 0.0\nPID_D = -0.2\nPID_THROTTLE = 0.2\nUSE_CONSTANT_THROTTLE = False\nSAVE_PATH_BTN = 'cross'\nRESET_ORIGIN_BTN = 'triangle'\nREALSENSE_D435_RGB = True\nREALSENSE_D435_DEPTH = True\nREALSENSE_D435_IMU = False\nREALSENSE_D435_ID = None\nSTOP_SIGN_DETECTOR = False\nSTOP_SIGN_MIN_SCORE = 0.2\nSTOP_SIGN_SHOW_BOUNDING_BOX = True\n", "<docstring token>\n<import token>\nCAR_PATH = PACKAGE_PATH = os.path.dirname(os.path.realpath(__file__))\nDATA_PATH = os.path.join(CAR_PATH, 'data')\nMODELS_PATH = os.path.join(CAR_PATH, 'models')\nDRIVE_LOOP_HZ = 20\nMAX_LOOPS = None\nCAMERA_TYPE = 'MOCK'\nIMAGE_W = 160\nIMAGE_H = 120\nIMAGE_DEPTH = 3\nCAMERA_FRAMERATE = DRIVE_LOOP_HZ\nCAMERA_VFLIP = False\nCAMERA_HFLIP = False\nCSIC_CAM_GSTREAMER_FLIP_PARM = 0\nPCA9685_I2C_ADDR = 64\nPCA9685_I2C_BUSNUM = None\nUSE_SSD1306_128_32 = False\nSSD1306_128_32_I2C_BUSNUM = 1\nDRIVE_TRAIN_TYPE = 'MOCK'\nSTEERING_CHANNEL = 1\nSTEERING_LEFT_PWM = 460\nSTEERING_RIGHT_PWM = 290\nSTEERING_PWM_PIN = 13\nSTEERING_PWM_FREQ = 50\nSTEERING_PWM_INVERTED = False\nTHROTTLE_CHANNEL = 0\nTHROTTLE_FORWARD_PWM = 500\nTHROTTLE_STOPPED_PWM = 370\nTHROTTLE_REVERSE_PWM = 220\nTHROTTLE_PWM_PIN = 18\nTHROTTLE_PWM_FREQ = 50\nTHROTTLE_PWM_INVERTED = False\nHBRIDGE_PIN_LEFT = 18\nHBRIDGE_PIN_RIGHT = 16\nHBRIDGE_PIN_FWD = 15\nHBRIDGE_PIN_BWD = 13\nHBRIDGE_PIN_LEFT_FWD = 18\nHBRIDGE_PIN_LEFT_BWD = 16\nHBRIDGE_PIN_RIGHT_FWD = 15\nHBRIDGE_PIN_RIGHT_BWD = 13\nDEFAULT_MODEL_TYPE = 'linear'\nBATCH_SIZE = 128\nTRAIN_TEST_SPLIT = 0.8\nMAX_EPOCHS = 100\nSHOW_PLOT = True\nVERBOSE_TRAIN = True\nUSE_EARLY_STOP = True\nEARLY_STOP_PATIENCE = 5\nMIN_DELTA = 0.0005\nPRINT_MODEL_SUMMARY = True\nOPTIMIZER = None\nLEARNING_RATE = 0.001\nLEARNING_RATE_DECAY = 0.0\nSEND_BEST_MODEL_TO_PI = False\nPRUNE_CNN = False\nPRUNE_PERCENT_TARGET = 75\nPRUNE_PERCENT_PER_ITERATION = 20\nPRUNE_VAL_LOSS_DEGRADATION_LIMIT = 0.2\nPRUNE_EVAL_PERCENT_OF_DATASET = 0.05\nFREEZE_LAYERS = False\nNUM_LAST_LAYERS_TO_TRAIN = 7\nWEB_CONTROL_PORT = 8887\nWEB_INIT_MODE = 'user'\nUSE_JOYSTICK_AS_DEFAULT = False\nJOYSTICK_MAX_THROTTLE = 0.5\nJOYSTICK_STEERING_SCALE = 1.0\nAUTO_RECORD_ON_THROTTLE = True\nCONTROLLER_TYPE = 'xbox'\nUSE_NETWORKED_JS = False\nNETWORK_JS_SERVER_IP = None\nJOYSTICK_DEADZONE = 0.01\nJOYSTICK_THROTTLE_DIR = 1.0\nUSE_FPV = False\nJOYSTICK_DEVICE_FILE = '/dev/input/js0'\nMODEL_CATEGORICAL_MAX_THROTTLE_RANGE = 0.8\nSEQUENCE_LENGTH = 3\nHAVE_IMU = False\nIMU_SENSOR = 'mpu6050'\nIMU_DLP_CONFIG = 0\nHAVE_SOMBRERO = False\nHAVE_ROBOHAT = False\nMM1_STEERING_MID = 1500\nMM1_MAX_FORWARD = 2000\nMM1_STOPPED_PWM = 1500\nMM1_MAX_REVERSE = 1000\nMM1_SHOW_STEERING_VALUE = False\nMM1_SERIAL_PORT = '/dev/ttyS0'\nRECORD_DURING_AI = False\nAUTO_CREATE_NEW_TUB = False\nHAVE_RGB_LED = False\nLED_INVERT = False\nLED_PIN_R = 12\nLED_PIN_G = 10\nLED_PIN_B = 16\nLED_R = 0\nLED_G = 0\nLED_B = 1\nREC_COUNT_ALERT = 1000\nREC_COUNT_ALERT_CYC = 15\nREC_COUNT_ALERT_BLINK_RATE = 0.4\nRECORD_ALERT_COLOR_ARR = [(0, (1, 1, 1)), (3000, (5, 5, 5)), (5000, (5, 2, \n 0)), (10000, (0, 5, 0)), (15000, (0, 5, 5)), (20000, (0, 0, 5))]\nMODEL_RELOADED_LED_R = 100\nMODEL_RELOADED_LED_G = 0\nMODEL_RELOADED_LED_B = 0\nTRAIN_BEHAVIORS = False\nBEHAVIOR_LIST = ['Left_Lane', 'Right_Lane']\nBEHAVIOR_LED_COLORS = [(0, 10, 0), (10, 0, 0)]\nTRAIN_LOCALIZER = False\nNUM_LOCATIONS = 10\nBUTTON_PRESS_NEW_TUB = False\nDONKEY_GYM = True\nDONKEY_SIM_PATH = 'path to sim'\nDONKEY_GYM_ENV_NAME = 'donkey-generated-track-v0'\nGYM_CONF = {'img_h': IMAGE_H, 'img_w': IMAGE_W, 'body_style': 'donkey',\n 'body_rgb': (128, 128, 128), 'car_name': 'car', 'font_size': 100}\nGYM_CONF['racer_name'] = 'Your Name'\nGYM_CONF['country'] = 'Place'\nGYM_CONF['bio'] = 'I race robots.'\nSIM_HOST = '127.0.0.1'\nSIM_ARTIFICIAL_LATENCY = 0\nPUB_CAMERA_IMAGES = False\nAI_LAUNCH_DURATION = 0.0\nAI_LAUNCH_THROTTLE = 0.0\nAI_LAUNCH_ENABLE_BUTTON = 'R2'\nAI_LAUNCH_KEEP_ENABLED = False\nAI_THROTTLE_MULT = 1.0\nPATH_FILENAME = 'donkey_path.pkl'\nPATH_SCALE = 5.0\nPATH_OFFSET = 0, 0\nPATH_MIN_DIST = 0.3\nPID_P = -10.0\nPID_I = 0.0\nPID_D = -0.2\nPID_THROTTLE = 0.2\nUSE_CONSTANT_THROTTLE = False\nSAVE_PATH_BTN = 'cross'\nRESET_ORIGIN_BTN = 'triangle'\nREALSENSE_D435_RGB = True\nREALSENSE_D435_DEPTH = True\nREALSENSE_D435_IMU = False\nREALSENSE_D435_ID = None\nSTOP_SIGN_DETECTOR = False\nSTOP_SIGN_MIN_SCORE = 0.2\nSTOP_SIGN_SHOW_BOUNDING_BOX = True\n", "<docstring token>\n<import token>\n<assignment token>\n" ]

[ "from iso.control.config import Config\nfrom iso.gfx.sprite import Sprite\nfrom iso.gfx.map import TileSet, TileMap\nimport json\nfrom collections import defaultdict\n\nclass Scenario(Config):\n def __init__(self, path):\n super().__init__(path)\n self.map = TileMap(self.get(\"map\"))\n self.entities = defaultdict(list)\n self.gui = self.get(\"gui\")\n\n self._load_entities(self.get(\"entities\", []))\n\n def _load_entities(self, entity_list):\n for spec in entity_list:\n with open(spec['id']) as fh:\n templ = json.load(fh)\n # for now entity = sprite\n e = Sprite(pos=spec['pos'], tile_set=TileSet(templ['tile_set']))\n layer = spec.get('layer', 1)\n self.entities[layer].append(e)\n", "from iso.control.config import Config\nfrom iso.gfx.sprite import Sprite\nfrom iso.gfx.map import TileSet, TileMap\nimport json\nfrom collections import defaultdict\n\n\nclass Scenario(Config):\n\n def __init__(self, path):\n super().__init__(path)\n self.map = TileMap(self.get('map'))\n self.entities = defaultdict(list)\n self.gui = self.get('gui')\n self._load_entities(self.get('entities', []))\n\n def _load_entities(self, entity_list):\n for spec in entity_list:\n with open(spec['id']) as fh:\n templ = json.load(fh)\n e = Sprite(pos=spec['pos'], tile_set=TileSet(templ['tile_set']))\n layer = spec.get('layer', 1)\n self.entities[layer].append(e)\n", "<import token>\n\n\nclass Scenario(Config):\n\n def __init__(self, path):\n super().__init__(path)\n self.map = TileMap(self.get('map'))\n self.entities = defaultdict(list)\n self.gui = self.get('gui')\n self._load_entities(self.get('entities', []))\n\n def _load_entities(self, entity_list):\n for spec in entity_list:\n with open(spec['id']) as fh:\n templ = json.load(fh)\n e = Sprite(pos=spec['pos'], tile_set=TileSet(templ['tile_set']))\n layer = spec.get('layer', 1)\n self.entities[layer].append(e)\n", "<import token>\n\n\nclass Scenario(Config):\n\n def __init__(self, path):\n super().__init__(path)\n self.map = TileMap(self.get('map'))\n self.entities = defaultdict(list)\n self.gui = self.get('gui')\n self._load_entities(self.get('entities', []))\n <function token>\n", "<import token>\n\n\nclass Scenario(Config):\n <function token>\n <function token>\n", "<import token>\n<class token>\n" ]

[ "import sys\nsys.path.append('target/release')\nimport libpy_prime_number_checker as py_prime_checker\n\nclass PyPrime:\n\n @staticmethod\n def is_prime_by_rust(num):\n return py_prime_checker.is_prime(num)\n\n @staticmethod\n def is_prime_unoptimized_by_rust(num):\n return py_prime_checker.is_prime_unoptimized(num)\n \n @staticmethod\n def is_prime_by_python(num):\n \"\"\"\n Same algo in python\n \"\"\"\n if num == 2:\n return True\n elif num % 2 == 0 or num <= 1:\n # even or smaller then one\n return False\n else:\n res = True\n partial_num_range = int(num / 4) + 1\n\n for i in range(1, partial_num_range):\n if num % (2 * i + 1) == 0:\n res = False\n break\n return res\n\n @staticmethod\n def is_prime_unoptimized_by_python(num):\n if num <= 1:\n return False\n else:\n res = True\n for i in range(2, num):\n if num % i == 0:\n res = False\n break\n return res\n\n", "import sys\nsys.path.append('target/release')\nimport libpy_prime_number_checker as py_prime_checker\n\n\nclass PyPrime:\n\n @staticmethod\n def is_prime_by_rust(num):\n return py_prime_checker.is_prime(num)\n\n @staticmethod\n def is_prime_unoptimized_by_rust(num):\n return py_prime_checker.is_prime_unoptimized(num)\n\n @staticmethod\n def is_prime_by_python(num):\n \"\"\"\n Same algo in python\n \"\"\"\n if num == 2:\n return True\n elif num % 2 == 0 or num <= 1:\n return False\n else:\n res = True\n partial_num_range = int(num / 4) + 1\n for i in range(1, partial_num_range):\n if num % (2 * i + 1) == 0:\n res = False\n break\n return res\n\n @staticmethod\n def is_prime_unoptimized_by_python(num):\n if num <= 1:\n return False\n else:\n res = True\n for i in range(2, num):\n if num % i == 0:\n res = False\n break\n return res\n", "<import token>\nsys.path.append('target/release')\n<import token>\n\n\nclass PyPrime:\n\n @staticmethod\n def is_prime_by_rust(num):\n return py_prime_checker.is_prime(num)\n\n @staticmethod\n def is_prime_unoptimized_by_rust(num):\n return py_prime_checker.is_prime_unoptimized(num)\n\n @staticmethod\n def is_prime_by_python(num):\n \"\"\"\n Same algo in python\n \"\"\"\n if num == 2:\n return True\n elif num % 2 == 0 or num <= 1:\n return False\n else:\n res = True\n partial_num_range = int(num / 4) + 1\n for i in range(1, partial_num_range):\n if num % (2 * i + 1) == 0:\n res = False\n break\n return res\n\n @staticmethod\n def is_prime_unoptimized_by_python(num):\n if num <= 1:\n return False\n else:\n res = True\n for i in range(2, num):\n if num % i == 0:\n res = False\n break\n return res\n", "<import token>\n<code token>\n<import token>\n\n\nclass PyPrime:\n\n @staticmethod\n def is_prime_by_rust(num):\n return py_prime_checker.is_prime(num)\n\n @staticmethod\n def is_prime_unoptimized_by_rust(num):\n return py_prime_checker.is_prime_unoptimized(num)\n\n @staticmethod\n def is_prime_by_python(num):\n \"\"\"\n Same algo in python\n \"\"\"\n if num == 2:\n return True\n elif num % 2 == 0 or num <= 1:\n return False\n else:\n res = True\n partial_num_range = int(num / 4) + 1\n for i in range(1, partial_num_range):\n if num % (2 * i + 1) == 0:\n res = False\n break\n return res\n\n @staticmethod\n def is_prime_unoptimized_by_python(num):\n if num <= 1:\n return False\n else:\n res = True\n for i in range(2, num):\n if num % i == 0:\n res = False\n break\n return res\n", "<import token>\n<code token>\n<import token>\n\n\nclass PyPrime:\n <function token>\n\n @staticmethod\n def is_prime_unoptimized_by_rust(num):\n return py_prime_checker.is_prime_unoptimized(num)\n\n @staticmethod\n def is_prime_by_python(num):\n \"\"\"\n Same algo in python\n \"\"\"\n if num == 2:\n return True\n elif num % 2 == 0 or num <= 1:\n return False\n else:\n res = True\n partial_num_range = int(num / 4) + 1\n for i in range(1, partial_num_range):\n if num % (2 * i + 1) == 0:\n res = False\n break\n return res\n\n @staticmethod\n def is_prime_unoptimized_by_python(num):\n if num <= 1:\n return False\n else:\n res = True\n for i in range(2, num):\n if num % i == 0:\n res = False\n break\n return res\n", "<import token>\n<code token>\n<import token>\n\n\nclass PyPrime:\n <function token>\n <function token>\n\n @staticmethod\n def is_prime_by_python(num):\n \"\"\"\n Same algo in python\n \"\"\"\n if num == 2:\n return True\n elif num % 2 == 0 or num <= 1:\n return False\n else:\n res = True\n partial_num_range = int(num / 4) + 1\n for i in range(1, partial_num_range):\n if num % (2 * i + 1) == 0:\n res = False\n break\n return res\n\n @staticmethod\n def is_prime_unoptimized_by_python(num):\n if num <= 1:\n return False\n else:\n res = True\n for i in range(2, num):\n if num % i == 0:\n res = False\n break\n return res\n", "<import token>\n<code token>\n<import token>\n\n\nclass PyPrime:\n <function token>\n <function token>\n <function token>\n\n @staticmethod\n def is_prime_unoptimized_by_python(num):\n if num <= 1:\n return False\n else:\n res = True\n for i in range(2, num):\n if num % i == 0:\n res = False\n break\n return res\n", "<import token>\n<code token>\n<import token>\n\n\nclass PyPrime:\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n" ]

[ "# ---------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# ---------------------------------------------------------\n# pylint: disable=protected-access\nfrom typing import Any, Iterable\n\nfrom azure.ai.ml._restclient.v2023_04_01_preview import AzureMachineLearningWorkspaces as ServiceClient042023Preview\nfrom azure.ai.ml._scope_dependent_operations import (\n OperationConfig,\n OperationsContainer,\n OperationScope,\n _ScopeDependentOperations,\n)\n\nfrom azure.ai.ml._telemetry import ActivityType, monitor_with_activity, monitor_with_telemetry_mixin\nfrom azure.ai.ml._utils._logger_utils import OpsLogger\nfrom azure.ai.ml.entities import Job, JobSchedule, Schedule\nfrom azure.ai.ml.entities._monitoring.schedule import MonitorSchedule\nfrom azure.core.credentials import TokenCredential\nfrom azure.core.polling import LROPoller\nfrom azure.core.tracing.decorator import distributed_trace\n\nfrom .._restclient.v2022_10_01.models import ScheduleListViewType\nfrom .._utils._arm_id_utils import is_ARM_id_for_parented_resource\nfrom .._utils.utils import snake_to_camel\nfrom .._utils._azureml_polling import AzureMLPolling\nfrom ..constants._common import (\n ARM_ID_PREFIX,\n AzureMLResourceType,\n LROConfigurations,\n NAMED_RESOURCE_ID_FORMAT_WITH_PARENT,\n AZUREML_RESOURCE_PROVIDER,\n)\nfrom ..constants._monitoring import MonitorSignalType\nfrom . import JobOperations\nfrom ._job_ops_helper import stream_logs_until_completion\nfrom ._operation_orchestrator import OperationOrchestrator\n\nops_logger = OpsLogger(__name__)\nlogger, module_logger = ops_logger.package_logger, ops_logger.module_logger\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n # pylint: disable=too-many-instance-attributes\n \"\"\"\n ScheduleOperations\n\n You should not instantiate this class directly.\n Instead, you should create an MLClient instance that instantiates it for you and attaches it as an attribute.\n \"\"\"\n\n def __init__(\n self,\n operation_scope: OperationScope,\n operation_config: OperationConfig,\n service_client_04_2023_preview: ServiceClient042023Preview,\n all_operations: OperationsContainer,\n credential: TokenCredential,\n **kwargs: Any,\n ):\n super(ScheduleOperations, self).__init__(operation_scope, operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n # Dataplane service clients are lazily created as they are needed\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n # Kwargs to propagate to dataplane service clients\n self._service_client_kwargs = kwargs.pop(\"_service_client_kwargs\", {})\n self._api_base_url = None\n self._container = \"azureml\"\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations, self._operation_scope, self._operation_config)\n\n self._kwargs = kwargs\n\n @property\n def _job_operations(self) -> JobOperations:\n return self._all_operations.get_operation(AzureMLResourceType.JOB, lambda x: isinstance(x, JobOperations))\n\n @distributed_trace\n @monitor_with_activity(logger, \"Schedule.List\", ActivityType.PUBLICAPI)\n def list(\n self,\n *,\n list_view_type: ScheduleListViewType = ScheduleListViewType.ENABLED_ONLY, # pylint: disable=unused-argument\n **kwargs,\n ) -> Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e: # pylint: disable=broad-except\n print(f\"Translate {obj.name} to Schedule failed with: {e}\")\n return result\n\n return self.service_client.list(\n resource_group_name=self._operation_scope.resource_group_name,\n workspace_name=self._workspace_name,\n list_view_type=list_view_type,\n cls=safe_from_rest_object,\n **self._kwargs,\n **kwargs,\n )\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {\n \"scheduleName\": name,\n \"resourceGroupName\": self._resource_group_name,\n \"workspaceName\": self._workspace_name,\n }\n return AzureMLPolling(\n LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments,\n )\n\n @distributed_trace\n @monitor_with_activity(logger, \"Schedule.Delete\", ActivityType.PUBLICAPI)\n def begin_delete(\n self,\n name: str,\n **kwargs,\n ) -> LROPoller[None]:\n \"\"\"Delete schedule.\n\n :param name: Schedule name.\n :type name: str\n \"\"\"\n poller = self.service_client.begin_delete(\n resource_group_name=self._operation_scope.resource_group_name,\n workspace_name=self._workspace_name,\n name=name,\n polling=self._get_polling(name),\n **self._kwargs,\n **kwargs,\n )\n return poller\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, \"Schedule.Get\", ActivityType.PUBLICAPI)\n def get(\n self,\n name: str,\n **kwargs,\n ) -> Schedule:\n \"\"\"Get a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: The schedule object.\n :rtype: Schedule\n \"\"\"\n return self.service_client.get(\n resource_group_name=self._operation_scope.resource_group_name,\n workspace_name=self._workspace_name,\n name=name,\n cls=lambda _, obj, __: Schedule._from_rest_object(obj),\n **self._kwargs,\n **kwargs,\n )\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, \"Schedule.CreateOrUpdate\", ActivityType.PUBLICAPI)\n def begin_create_or_update(\n self,\n schedule: Schedule,\n **kwargs,\n ) -> LROPoller[Schedule]:\n \"\"\"Create or update schedule.\n\n :param schedule: Schedule definition.\n :type schedule: Schedule\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: Union[LROPoller, Schedule]\n :rtype: Union[LROPoller, ~azure.ai.ml.entities.Schedule]\n \"\"\"\n\n if isinstance(schedule, JobSchedule):\n schedule._validate(raise_error=True)\n if isinstance(schedule.create_job, Job):\n # Create all dependent resources for job inside schedule\n self._job_operations._resolve_arm_id_or_upload_dependencies(schedule.create_job)\n elif isinstance(schedule, MonitorSchedule):\n # resolve ARM id for target, compute, and input datasets for each signal\n self._resolve_monitor_schedule_arm_id(schedule)\n # Create schedule\n schedule_data = schedule._to_rest_object()\n poller = self.service_client.begin_create_or_update(\n resource_group_name=self._operation_scope.resource_group_name,\n workspace_name=self._workspace_name,\n name=schedule.name,\n cls=lambda _, obj, __: Schedule._from_rest_object(obj),\n body=schedule_data,\n polling=self._get_polling(schedule.name),\n **self._kwargs,\n **kwargs,\n )\n return poller\n\n @distributed_trace\n @monitor_with_activity(logger, \"Schedule.Enable\", ActivityType.PUBLICAPI)\n def begin_enable(\n self,\n name: str,\n **kwargs,\n ) -> LROPoller[Schedule]:\n \"\"\"Enable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = True\n return self.begin_create_or_update(schedule, **kwargs)\n\n @distributed_trace\n @monitor_with_activity(logger, \"Schedule.Disable\", ActivityType.PUBLICAPI)\n def begin_disable(\n self,\n name: str,\n **kwargs,\n ) -> LROPoller[Schedule]:\n \"\"\"Disable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = False\n return self.begin_create_or_update(schedule, **kwargs)\n\n def _resolve_monitor_schedule_arm_id(self, schedule: MonitorSchedule) -> None:\n # resolve compute ID\n schedule.create_monitor.compute = self._orchestrators.get_asset_arm_id(\n schedule.create_monitor.compute, AzureMLResourceType.COMPUTE, register_asset=False\n )\n\n # resolve target ARM ID\n target = schedule.create_monitor.monitoring_target\n if target and target.endpoint_deployment_id:\n target.endpoint_deployment_id = (\n target.endpoint_deployment_id[len(ARM_ID_PREFIX) :]\n if target.endpoint_deployment_id.startswith(ARM_ID_PREFIX)\n else target.endpoint_deployment_id\n )\n\n # if it is an ARM ID, don't process it\n if not is_ARM_id_for_parented_resource(\n target.endpoint_deployment_id,\n snake_to_camel(AzureMLResourceType.ONLINE_ENDPOINT),\n AzureMLResourceType.DEPLOYMENT,\n ):\n endpoint_name, deployment_name = target.endpoint_deployment_id.split(\":\")\n target.endpoint_deployment_id = NAMED_RESOURCE_ID_FORMAT_WITH_PARENT.format(\n self._subscription_id,\n self._resource_group_name,\n AZUREML_RESOURCE_PROVIDER,\n self._workspace_name,\n snake_to_camel(AzureMLResourceType.ONLINE_ENDPOINT),\n endpoint_name,\n AzureMLResourceType.DEPLOYMENT,\n deployment_name,\n )\n\n elif target and target.model_id:\n target.model_id = self._orchestrators.get_asset_arm_id(\n target.model_id,\n AzureMLResourceType.MODEL,\n register_asset=False,\n )\n\n # resolve input paths and preprocessing component ids\n for signal in schedule.create_monitor.monitoring_signals.values():\n if signal.type == MonitorSignalType.CUSTOM:\n for input_value in signal.input_datasets.values():\n self._job_operations._resolve_job_input(input_value.input_dataset, schedule._base_path)\n input_value.pre_processing_component = self._orchestrators.get_asset_arm_id(\n asset=input_value.pre_processing_component, azureml_type=AzureMLResourceType.COMPONENT\n )\n else:\n self._job_operations._resolve_job_inputs(\n [signal.target_dataset.dataset.input_dataset, signal.baseline_dataset.input_dataset],\n schedule._base_path,\n )\n signal.target_dataset.dataset.pre_processing_component = self._orchestrators.get_asset_arm_id(\n asset=signal.target_dataset.dataset.pre_processing_component,\n azureml_type=AzureMLResourceType.COMPONENT,\n )\n signal.baseline_dataset.pre_processing_component = self._orchestrators.get_asset_arm_id(\n asset=signal.baseline_dataset.pre_processing_component, azureml_type=AzureMLResourceType.COMPONENT\n )\n", "from typing import Any, Iterable\nfrom azure.ai.ml._restclient.v2023_04_01_preview import AzureMachineLearningWorkspaces as ServiceClient042023Preview\nfrom azure.ai.ml._scope_dependent_operations import OperationConfig, OperationsContainer, OperationScope, _ScopeDependentOperations\nfrom azure.ai.ml._telemetry import ActivityType, monitor_with_activity, monitor_with_telemetry_mixin\nfrom azure.ai.ml._utils._logger_utils import OpsLogger\nfrom azure.ai.ml.entities import Job, JobSchedule, Schedule\nfrom azure.ai.ml.entities._monitoring.schedule import MonitorSchedule\nfrom azure.core.credentials import TokenCredential\nfrom azure.core.polling import LROPoller\nfrom azure.core.tracing.decorator import distributed_trace\nfrom .._restclient.v2022_10_01.models import ScheduleListViewType\nfrom .._utils._arm_id_utils import is_ARM_id_for_parented_resource\nfrom .._utils.utils import snake_to_camel\nfrom .._utils._azureml_polling import AzureMLPolling\nfrom ..constants._common import ARM_ID_PREFIX, AzureMLResourceType, LROConfigurations, NAMED_RESOURCE_ID_FORMAT_WITH_PARENT, AZUREML_RESOURCE_PROVIDER\nfrom ..constants._monitoring import MonitorSignalType\nfrom . import JobOperations\nfrom ._job_ops_helper import stream_logs_until_completion\nfrom ._operation_orchestrator import OperationOrchestrator\nops_logger = OpsLogger(__name__)\nlogger, module_logger = ops_logger.package_logger, ops_logger.module_logger\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n \"\"\"\n ScheduleOperations\n\n You should not instantiate this class directly.\n Instead, you should create an MLClient instance that instantiates it for you and attaches it as an attribute.\n \"\"\"\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n\n @property\n def _job_operations(self) ->JobOperations:\n return self._all_operations.get_operation(AzureMLResourceType.JOB, \n lambda x: isinstance(x, JobOperations))\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {'scheduleName': name, 'resourceGroupName':\n self._resource_group_name, 'workspaceName': self._workspace_name}\n return AzureMLPolling(LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Delete', ActivityType.PUBLICAPI)\n def begin_delete(self, name: str, **kwargs) ->LROPoller[None]:\n \"\"\"Delete schedule.\n\n :param name: Schedule name.\n :type name: str\n \"\"\"\n poller = self.service_client.begin_delete(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, name=name, polling=self._get_polling(name), **\n self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.Get', ActivityType.\n PUBLICAPI)\n def get(self, name: str, **kwargs) ->Schedule:\n \"\"\"Get a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: The schedule object.\n :rtype: Schedule\n \"\"\"\n return self.service_client.get(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, name=name, cls=lambda _, obj, __: Schedule.\n _from_rest_object(obj), **self._kwargs, **kwargs)\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.CreateOrUpdate',\n ActivityType.PUBLICAPI)\n def begin_create_or_update(self, schedule: Schedule, **kwargs) ->LROPoller[\n Schedule]:\n \"\"\"Create or update schedule.\n\n :param schedule: Schedule definition.\n :type schedule: Schedule\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: Union[LROPoller, Schedule]\n :rtype: Union[LROPoller, ~azure.ai.ml.entities.Schedule]\n \"\"\"\n if isinstance(schedule, JobSchedule):\n schedule._validate(raise_error=True)\n if isinstance(schedule.create_job, Job):\n self._job_operations._resolve_arm_id_or_upload_dependencies(\n schedule.create_job)\n elif isinstance(schedule, MonitorSchedule):\n self._resolve_monitor_schedule_arm_id(schedule)\n schedule_data = schedule._to_rest_object()\n poller = self.service_client.begin_create_or_update(resource_group_name\n =self._operation_scope.resource_group_name, workspace_name=self\n ._workspace_name, name=schedule.name, cls=lambda _, obj, __:\n Schedule._from_rest_object(obj), body=schedule_data, polling=\n self._get_polling(schedule.name), **self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Enable', ActivityType.PUBLICAPI)\n def begin_enable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Enable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = True\n return self.begin_create_or_update(schedule, **kwargs)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Disable', ActivityType.PUBLICAPI)\n def begin_disable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Disable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = False\n return self.begin_create_or_update(schedule, **kwargs)\n\n def _resolve_monitor_schedule_arm_id(self, schedule: MonitorSchedule\n ) ->None:\n schedule.create_monitor.compute = self._orchestrators.get_asset_arm_id(\n schedule.create_monitor.compute, AzureMLResourceType.COMPUTE,\n register_asset=False)\n target = schedule.create_monitor.monitoring_target\n if target and target.endpoint_deployment_id:\n target.endpoint_deployment_id = target.endpoint_deployment_id[len\n (ARM_ID_PREFIX):] if target.endpoint_deployment_id.startswith(\n ARM_ID_PREFIX) else target.endpoint_deployment_id\n if not is_ARM_id_for_parented_resource(target.\n endpoint_deployment_id, snake_to_camel(AzureMLResourceType.\n ONLINE_ENDPOINT), AzureMLResourceType.DEPLOYMENT):\n endpoint_name, deployment_name = (target.\n endpoint_deployment_id.split(':'))\n target.endpoint_deployment_id = (\n NAMED_RESOURCE_ID_FORMAT_WITH_PARENT.format(self.\n _subscription_id, self._resource_group_name,\n AZUREML_RESOURCE_PROVIDER, self._workspace_name,\n snake_to_camel(AzureMLResourceType.ONLINE_ENDPOINT),\n endpoint_name, AzureMLResourceType.DEPLOYMENT,\n deployment_name))\n elif target and target.model_id:\n target.model_id = self._orchestrators.get_asset_arm_id(target.\n model_id, AzureMLResourceType.MODEL, register_asset=False)\n for signal in schedule.create_monitor.monitoring_signals.values():\n if signal.type == MonitorSignalType.CUSTOM:\n for input_value in signal.input_datasets.values():\n self._job_operations._resolve_job_input(input_value.\n input_dataset, schedule._base_path)\n input_value.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=input_value.\n pre_processing_component, azureml_type=\n AzureMLResourceType.COMPONENT))\n else:\n self._job_operations._resolve_job_inputs([signal.\n target_dataset.dataset.input_dataset, signal.\n baseline_dataset.input_dataset], schedule._base_path)\n signal.target_dataset.dataset.pre_processing_component = (self\n ._orchestrators.get_asset_arm_id(asset=signal.\n target_dataset.dataset.pre_processing_component,\n azureml_type=AzureMLResourceType.COMPONENT))\n signal.baseline_dataset.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=signal.\n baseline_dataset.pre_processing_component, azureml_type\n =AzureMLResourceType.COMPONENT))\n", "<import token>\nops_logger = OpsLogger(__name__)\nlogger, module_logger = ops_logger.package_logger, ops_logger.module_logger\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n \"\"\"\n ScheduleOperations\n\n You should not instantiate this class directly.\n Instead, you should create an MLClient instance that instantiates it for you and attaches it as an attribute.\n \"\"\"\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n\n @property\n def _job_operations(self) ->JobOperations:\n return self._all_operations.get_operation(AzureMLResourceType.JOB, \n lambda x: isinstance(x, JobOperations))\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {'scheduleName': name, 'resourceGroupName':\n self._resource_group_name, 'workspaceName': self._workspace_name}\n return AzureMLPolling(LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Delete', ActivityType.PUBLICAPI)\n def begin_delete(self, name: str, **kwargs) ->LROPoller[None]:\n \"\"\"Delete schedule.\n\n :param name: Schedule name.\n :type name: str\n \"\"\"\n poller = self.service_client.begin_delete(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, name=name, polling=self._get_polling(name), **\n self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.Get', ActivityType.\n PUBLICAPI)\n def get(self, name: str, **kwargs) ->Schedule:\n \"\"\"Get a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: The schedule object.\n :rtype: Schedule\n \"\"\"\n return self.service_client.get(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, name=name, cls=lambda _, obj, __: Schedule.\n _from_rest_object(obj), **self._kwargs, **kwargs)\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.CreateOrUpdate',\n ActivityType.PUBLICAPI)\n def begin_create_or_update(self, schedule: Schedule, **kwargs) ->LROPoller[\n Schedule]:\n \"\"\"Create or update schedule.\n\n :param schedule: Schedule definition.\n :type schedule: Schedule\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: Union[LROPoller, Schedule]\n :rtype: Union[LROPoller, ~azure.ai.ml.entities.Schedule]\n \"\"\"\n if isinstance(schedule, JobSchedule):\n schedule._validate(raise_error=True)\n if isinstance(schedule.create_job, Job):\n self._job_operations._resolve_arm_id_or_upload_dependencies(\n schedule.create_job)\n elif isinstance(schedule, MonitorSchedule):\n self._resolve_monitor_schedule_arm_id(schedule)\n schedule_data = schedule._to_rest_object()\n poller = self.service_client.begin_create_or_update(resource_group_name\n =self._operation_scope.resource_group_name, workspace_name=self\n ._workspace_name, name=schedule.name, cls=lambda _, obj, __:\n Schedule._from_rest_object(obj), body=schedule_data, polling=\n self._get_polling(schedule.name), **self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Enable', ActivityType.PUBLICAPI)\n def begin_enable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Enable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = True\n return self.begin_create_or_update(schedule, **kwargs)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Disable', ActivityType.PUBLICAPI)\n def begin_disable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Disable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = False\n return self.begin_create_or_update(schedule, **kwargs)\n\n def _resolve_monitor_schedule_arm_id(self, schedule: MonitorSchedule\n ) ->None:\n schedule.create_monitor.compute = self._orchestrators.get_asset_arm_id(\n schedule.create_monitor.compute, AzureMLResourceType.COMPUTE,\n register_asset=False)\n target = schedule.create_monitor.monitoring_target\n if target and target.endpoint_deployment_id:\n target.endpoint_deployment_id = target.endpoint_deployment_id[len\n (ARM_ID_PREFIX):] if target.endpoint_deployment_id.startswith(\n ARM_ID_PREFIX) else target.endpoint_deployment_id\n if not is_ARM_id_for_parented_resource(target.\n endpoint_deployment_id, snake_to_camel(AzureMLResourceType.\n ONLINE_ENDPOINT), AzureMLResourceType.DEPLOYMENT):\n endpoint_name, deployment_name = (target.\n endpoint_deployment_id.split(':'))\n target.endpoint_deployment_id = (\n NAMED_RESOURCE_ID_FORMAT_WITH_PARENT.format(self.\n _subscription_id, self._resource_group_name,\n AZUREML_RESOURCE_PROVIDER, self._workspace_name,\n snake_to_camel(AzureMLResourceType.ONLINE_ENDPOINT),\n endpoint_name, AzureMLResourceType.DEPLOYMENT,\n deployment_name))\n elif target and target.model_id:\n target.model_id = self._orchestrators.get_asset_arm_id(target.\n model_id, AzureMLResourceType.MODEL, register_asset=False)\n for signal in schedule.create_monitor.monitoring_signals.values():\n if signal.type == MonitorSignalType.CUSTOM:\n for input_value in signal.input_datasets.values():\n self._job_operations._resolve_job_input(input_value.\n input_dataset, schedule._base_path)\n input_value.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=input_value.\n pre_processing_component, azureml_type=\n AzureMLResourceType.COMPONENT))\n else:\n self._job_operations._resolve_job_inputs([signal.\n target_dataset.dataset.input_dataset, signal.\n baseline_dataset.input_dataset], schedule._base_path)\n signal.target_dataset.dataset.pre_processing_component = (self\n ._orchestrators.get_asset_arm_id(asset=signal.\n target_dataset.dataset.pre_processing_component,\n azureml_type=AzureMLResourceType.COMPONENT))\n signal.baseline_dataset.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=signal.\n baseline_dataset.pre_processing_component, azureml_type\n =AzureMLResourceType.COMPONENT))\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n \"\"\"\n ScheduleOperations\n\n You should not instantiate this class directly.\n Instead, you should create an MLClient instance that instantiates it for you and attaches it as an attribute.\n \"\"\"\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n\n @property\n def _job_operations(self) ->JobOperations:\n return self._all_operations.get_operation(AzureMLResourceType.JOB, \n lambda x: isinstance(x, JobOperations))\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {'scheduleName': name, 'resourceGroupName':\n self._resource_group_name, 'workspaceName': self._workspace_name}\n return AzureMLPolling(LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Delete', ActivityType.PUBLICAPI)\n def begin_delete(self, name: str, **kwargs) ->LROPoller[None]:\n \"\"\"Delete schedule.\n\n :param name: Schedule name.\n :type name: str\n \"\"\"\n poller = self.service_client.begin_delete(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, name=name, polling=self._get_polling(name), **\n self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.Get', ActivityType.\n PUBLICAPI)\n def get(self, name: str, **kwargs) ->Schedule:\n \"\"\"Get a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: The schedule object.\n :rtype: Schedule\n \"\"\"\n return self.service_client.get(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, name=name, cls=lambda _, obj, __: Schedule.\n _from_rest_object(obj), **self._kwargs, **kwargs)\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.CreateOrUpdate',\n ActivityType.PUBLICAPI)\n def begin_create_or_update(self, schedule: Schedule, **kwargs) ->LROPoller[\n Schedule]:\n \"\"\"Create or update schedule.\n\n :param schedule: Schedule definition.\n :type schedule: Schedule\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: Union[LROPoller, Schedule]\n :rtype: Union[LROPoller, ~azure.ai.ml.entities.Schedule]\n \"\"\"\n if isinstance(schedule, JobSchedule):\n schedule._validate(raise_error=True)\n if isinstance(schedule.create_job, Job):\n self._job_operations._resolve_arm_id_or_upload_dependencies(\n schedule.create_job)\n elif isinstance(schedule, MonitorSchedule):\n self._resolve_monitor_schedule_arm_id(schedule)\n schedule_data = schedule._to_rest_object()\n poller = self.service_client.begin_create_or_update(resource_group_name\n =self._operation_scope.resource_group_name, workspace_name=self\n ._workspace_name, name=schedule.name, cls=lambda _, obj, __:\n Schedule._from_rest_object(obj), body=schedule_data, polling=\n self._get_polling(schedule.name), **self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Enable', ActivityType.PUBLICAPI)\n def begin_enable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Enable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = True\n return self.begin_create_or_update(schedule, **kwargs)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Disable', ActivityType.PUBLICAPI)\n def begin_disable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Disable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = False\n return self.begin_create_or_update(schedule, **kwargs)\n\n def _resolve_monitor_schedule_arm_id(self, schedule: MonitorSchedule\n ) ->None:\n schedule.create_monitor.compute = self._orchestrators.get_asset_arm_id(\n schedule.create_monitor.compute, AzureMLResourceType.COMPUTE,\n register_asset=False)\n target = schedule.create_monitor.monitoring_target\n if target and target.endpoint_deployment_id:\n target.endpoint_deployment_id = target.endpoint_deployment_id[len\n (ARM_ID_PREFIX):] if target.endpoint_deployment_id.startswith(\n ARM_ID_PREFIX) else target.endpoint_deployment_id\n if not is_ARM_id_for_parented_resource(target.\n endpoint_deployment_id, snake_to_camel(AzureMLResourceType.\n ONLINE_ENDPOINT), AzureMLResourceType.DEPLOYMENT):\n endpoint_name, deployment_name = (target.\n endpoint_deployment_id.split(':'))\n target.endpoint_deployment_id = (\n NAMED_RESOURCE_ID_FORMAT_WITH_PARENT.format(self.\n _subscription_id, self._resource_group_name,\n AZUREML_RESOURCE_PROVIDER, self._workspace_name,\n snake_to_camel(AzureMLResourceType.ONLINE_ENDPOINT),\n endpoint_name, AzureMLResourceType.DEPLOYMENT,\n deployment_name))\n elif target and target.model_id:\n target.model_id = self._orchestrators.get_asset_arm_id(target.\n model_id, AzureMLResourceType.MODEL, register_asset=False)\n for signal in schedule.create_monitor.monitoring_signals.values():\n if signal.type == MonitorSignalType.CUSTOM:\n for input_value in signal.input_datasets.values():\n self._job_operations._resolve_job_input(input_value.\n input_dataset, schedule._base_path)\n input_value.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=input_value.\n pre_processing_component, azureml_type=\n AzureMLResourceType.COMPONENT))\n else:\n self._job_operations._resolve_job_inputs([signal.\n target_dataset.dataset.input_dataset, signal.\n baseline_dataset.input_dataset], schedule._base_path)\n signal.target_dataset.dataset.pre_processing_component = (self\n ._orchestrators.get_asset_arm_id(asset=signal.\n target_dataset.dataset.pre_processing_component,\n azureml_type=AzureMLResourceType.COMPONENT))\n signal.baseline_dataset.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=signal.\n baseline_dataset.pre_processing_component, azureml_type\n =AzureMLResourceType.COMPONENT))\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n <docstring token>\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n\n @property\n def _job_operations(self) ->JobOperations:\n return self._all_operations.get_operation(AzureMLResourceType.JOB, \n lambda x: isinstance(x, JobOperations))\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {'scheduleName': name, 'resourceGroupName':\n self._resource_group_name, 'workspaceName': self._workspace_name}\n return AzureMLPolling(LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Delete', ActivityType.PUBLICAPI)\n def begin_delete(self, name: str, **kwargs) ->LROPoller[None]:\n \"\"\"Delete schedule.\n\n :param name: Schedule name.\n :type name: str\n \"\"\"\n poller = self.service_client.begin_delete(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, name=name, polling=self._get_polling(name), **\n self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.Get', ActivityType.\n PUBLICAPI)\n def get(self, name: str, **kwargs) ->Schedule:\n \"\"\"Get a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: The schedule object.\n :rtype: Schedule\n \"\"\"\n return self.service_client.get(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, name=name, cls=lambda _, obj, __: Schedule.\n _from_rest_object(obj), **self._kwargs, **kwargs)\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.CreateOrUpdate',\n ActivityType.PUBLICAPI)\n def begin_create_or_update(self, schedule: Schedule, **kwargs) ->LROPoller[\n Schedule]:\n \"\"\"Create or update schedule.\n\n :param schedule: Schedule definition.\n :type schedule: Schedule\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: Union[LROPoller, Schedule]\n :rtype: Union[LROPoller, ~azure.ai.ml.entities.Schedule]\n \"\"\"\n if isinstance(schedule, JobSchedule):\n schedule._validate(raise_error=True)\n if isinstance(schedule.create_job, Job):\n self._job_operations._resolve_arm_id_or_upload_dependencies(\n schedule.create_job)\n elif isinstance(schedule, MonitorSchedule):\n self._resolve_monitor_schedule_arm_id(schedule)\n schedule_data = schedule._to_rest_object()\n poller = self.service_client.begin_create_or_update(resource_group_name\n =self._operation_scope.resource_group_name, workspace_name=self\n ._workspace_name, name=schedule.name, cls=lambda _, obj, __:\n Schedule._from_rest_object(obj), body=schedule_data, polling=\n self._get_polling(schedule.name), **self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Enable', ActivityType.PUBLICAPI)\n def begin_enable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Enable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = True\n return self.begin_create_or_update(schedule, **kwargs)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Disable', ActivityType.PUBLICAPI)\n def begin_disable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Disable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = False\n return self.begin_create_or_update(schedule, **kwargs)\n\n def _resolve_monitor_schedule_arm_id(self, schedule: MonitorSchedule\n ) ->None:\n schedule.create_monitor.compute = self._orchestrators.get_asset_arm_id(\n schedule.create_monitor.compute, AzureMLResourceType.COMPUTE,\n register_asset=False)\n target = schedule.create_monitor.monitoring_target\n if target and target.endpoint_deployment_id:\n target.endpoint_deployment_id = target.endpoint_deployment_id[len\n (ARM_ID_PREFIX):] if target.endpoint_deployment_id.startswith(\n ARM_ID_PREFIX) else target.endpoint_deployment_id\n if not is_ARM_id_for_parented_resource(target.\n endpoint_deployment_id, snake_to_camel(AzureMLResourceType.\n ONLINE_ENDPOINT), AzureMLResourceType.DEPLOYMENT):\n endpoint_name, deployment_name = (target.\n endpoint_deployment_id.split(':'))\n target.endpoint_deployment_id = (\n NAMED_RESOURCE_ID_FORMAT_WITH_PARENT.format(self.\n _subscription_id, self._resource_group_name,\n AZUREML_RESOURCE_PROVIDER, self._workspace_name,\n snake_to_camel(AzureMLResourceType.ONLINE_ENDPOINT),\n endpoint_name, AzureMLResourceType.DEPLOYMENT,\n deployment_name))\n elif target and target.model_id:\n target.model_id = self._orchestrators.get_asset_arm_id(target.\n model_id, AzureMLResourceType.MODEL, register_asset=False)\n for signal in schedule.create_monitor.monitoring_signals.values():\n if signal.type == MonitorSignalType.CUSTOM:\n for input_value in signal.input_datasets.values():\n self._job_operations._resolve_job_input(input_value.\n input_dataset, schedule._base_path)\n input_value.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=input_value.\n pre_processing_component, azureml_type=\n AzureMLResourceType.COMPONENT))\n else:\n self._job_operations._resolve_job_inputs([signal.\n target_dataset.dataset.input_dataset, signal.\n baseline_dataset.input_dataset], schedule._base_path)\n signal.target_dataset.dataset.pre_processing_component = (self\n ._orchestrators.get_asset_arm_id(asset=signal.\n target_dataset.dataset.pre_processing_component,\n azureml_type=AzureMLResourceType.COMPONENT))\n signal.baseline_dataset.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=signal.\n baseline_dataset.pre_processing_component, azureml_type\n =AzureMLResourceType.COMPONENT))\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n <docstring token>\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n\n @property\n def _job_operations(self) ->JobOperations:\n return self._all_operations.get_operation(AzureMLResourceType.JOB, \n lambda x: isinstance(x, JobOperations))\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {'scheduleName': name, 'resourceGroupName':\n self._resource_group_name, 'workspaceName': self._workspace_name}\n return AzureMLPolling(LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments)\n <function token>\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.Get', ActivityType.\n PUBLICAPI)\n def get(self, name: str, **kwargs) ->Schedule:\n \"\"\"Get a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: The schedule object.\n :rtype: Schedule\n \"\"\"\n return self.service_client.get(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, name=name, cls=lambda _, obj, __: Schedule.\n _from_rest_object(obj), **self._kwargs, **kwargs)\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.CreateOrUpdate',\n ActivityType.PUBLICAPI)\n def begin_create_or_update(self, schedule: Schedule, **kwargs) ->LROPoller[\n Schedule]:\n \"\"\"Create or update schedule.\n\n :param schedule: Schedule definition.\n :type schedule: Schedule\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: Union[LROPoller, Schedule]\n :rtype: Union[LROPoller, ~azure.ai.ml.entities.Schedule]\n \"\"\"\n if isinstance(schedule, JobSchedule):\n schedule._validate(raise_error=True)\n if isinstance(schedule.create_job, Job):\n self._job_operations._resolve_arm_id_or_upload_dependencies(\n schedule.create_job)\n elif isinstance(schedule, MonitorSchedule):\n self._resolve_monitor_schedule_arm_id(schedule)\n schedule_data = schedule._to_rest_object()\n poller = self.service_client.begin_create_or_update(resource_group_name\n =self._operation_scope.resource_group_name, workspace_name=self\n ._workspace_name, name=schedule.name, cls=lambda _, obj, __:\n Schedule._from_rest_object(obj), body=schedule_data, polling=\n self._get_polling(schedule.name), **self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Enable', ActivityType.PUBLICAPI)\n def begin_enable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Enable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = True\n return self.begin_create_or_update(schedule, **kwargs)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Disable', ActivityType.PUBLICAPI)\n def begin_disable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Disable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = False\n return self.begin_create_or_update(schedule, **kwargs)\n\n def _resolve_monitor_schedule_arm_id(self, schedule: MonitorSchedule\n ) ->None:\n schedule.create_monitor.compute = self._orchestrators.get_asset_arm_id(\n schedule.create_monitor.compute, AzureMLResourceType.COMPUTE,\n register_asset=False)\n target = schedule.create_monitor.monitoring_target\n if target and target.endpoint_deployment_id:\n target.endpoint_deployment_id = target.endpoint_deployment_id[len\n (ARM_ID_PREFIX):] if target.endpoint_deployment_id.startswith(\n ARM_ID_PREFIX) else target.endpoint_deployment_id\n if not is_ARM_id_for_parented_resource(target.\n endpoint_deployment_id, snake_to_camel(AzureMLResourceType.\n ONLINE_ENDPOINT), AzureMLResourceType.DEPLOYMENT):\n endpoint_name, deployment_name = (target.\n endpoint_deployment_id.split(':'))\n target.endpoint_deployment_id = (\n NAMED_RESOURCE_ID_FORMAT_WITH_PARENT.format(self.\n _subscription_id, self._resource_group_name,\n AZUREML_RESOURCE_PROVIDER, self._workspace_name,\n snake_to_camel(AzureMLResourceType.ONLINE_ENDPOINT),\n endpoint_name, AzureMLResourceType.DEPLOYMENT,\n deployment_name))\n elif target and target.model_id:\n target.model_id = self._orchestrators.get_asset_arm_id(target.\n model_id, AzureMLResourceType.MODEL, register_asset=False)\n for signal in schedule.create_monitor.monitoring_signals.values():\n if signal.type == MonitorSignalType.CUSTOM:\n for input_value in signal.input_datasets.values():\n self._job_operations._resolve_job_input(input_value.\n input_dataset, schedule._base_path)\n input_value.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=input_value.\n pre_processing_component, azureml_type=\n AzureMLResourceType.COMPONENT))\n else:\n self._job_operations._resolve_job_inputs([signal.\n target_dataset.dataset.input_dataset, signal.\n baseline_dataset.input_dataset], schedule._base_path)\n signal.target_dataset.dataset.pre_processing_component = (self\n ._orchestrators.get_asset_arm_id(asset=signal.\n target_dataset.dataset.pre_processing_component,\n azureml_type=AzureMLResourceType.COMPONENT))\n signal.baseline_dataset.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=signal.\n baseline_dataset.pre_processing_component, azureml_type\n =AzureMLResourceType.COMPONENT))\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n <docstring token>\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n\n @property\n def _job_operations(self) ->JobOperations:\n return self._all_operations.get_operation(AzureMLResourceType.JOB, \n lambda x: isinstance(x, JobOperations))\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {'scheduleName': name, 'resourceGroupName':\n self._resource_group_name, 'workspaceName': self._workspace_name}\n return AzureMLPolling(LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments)\n <function token>\n <function token>\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.CreateOrUpdate',\n ActivityType.PUBLICAPI)\n def begin_create_or_update(self, schedule: Schedule, **kwargs) ->LROPoller[\n Schedule]:\n \"\"\"Create or update schedule.\n\n :param schedule: Schedule definition.\n :type schedule: Schedule\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: Union[LROPoller, Schedule]\n :rtype: Union[LROPoller, ~azure.ai.ml.entities.Schedule]\n \"\"\"\n if isinstance(schedule, JobSchedule):\n schedule._validate(raise_error=True)\n if isinstance(schedule.create_job, Job):\n self._job_operations._resolve_arm_id_or_upload_dependencies(\n schedule.create_job)\n elif isinstance(schedule, MonitorSchedule):\n self._resolve_monitor_schedule_arm_id(schedule)\n schedule_data = schedule._to_rest_object()\n poller = self.service_client.begin_create_or_update(resource_group_name\n =self._operation_scope.resource_group_name, workspace_name=self\n ._workspace_name, name=schedule.name, cls=lambda _, obj, __:\n Schedule._from_rest_object(obj), body=schedule_data, polling=\n self._get_polling(schedule.name), **self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Enable', ActivityType.PUBLICAPI)\n def begin_enable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Enable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = True\n return self.begin_create_or_update(schedule, **kwargs)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Disable', ActivityType.PUBLICAPI)\n def begin_disable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Disable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = False\n return self.begin_create_or_update(schedule, **kwargs)\n\n def _resolve_monitor_schedule_arm_id(self, schedule: MonitorSchedule\n ) ->None:\n schedule.create_monitor.compute = self._orchestrators.get_asset_arm_id(\n schedule.create_monitor.compute, AzureMLResourceType.COMPUTE,\n register_asset=False)\n target = schedule.create_monitor.monitoring_target\n if target and target.endpoint_deployment_id:\n target.endpoint_deployment_id = target.endpoint_deployment_id[len\n (ARM_ID_PREFIX):] if target.endpoint_deployment_id.startswith(\n ARM_ID_PREFIX) else target.endpoint_deployment_id\n if not is_ARM_id_for_parented_resource(target.\n endpoint_deployment_id, snake_to_camel(AzureMLResourceType.\n ONLINE_ENDPOINT), AzureMLResourceType.DEPLOYMENT):\n endpoint_name, deployment_name = (target.\n endpoint_deployment_id.split(':'))\n target.endpoint_deployment_id = (\n NAMED_RESOURCE_ID_FORMAT_WITH_PARENT.format(self.\n _subscription_id, self._resource_group_name,\n AZUREML_RESOURCE_PROVIDER, self._workspace_name,\n snake_to_camel(AzureMLResourceType.ONLINE_ENDPOINT),\n endpoint_name, AzureMLResourceType.DEPLOYMENT,\n deployment_name))\n elif target and target.model_id:\n target.model_id = self._orchestrators.get_asset_arm_id(target.\n model_id, AzureMLResourceType.MODEL, register_asset=False)\n for signal in schedule.create_monitor.monitoring_signals.values():\n if signal.type == MonitorSignalType.CUSTOM:\n for input_value in signal.input_datasets.values():\n self._job_operations._resolve_job_input(input_value.\n input_dataset, schedule._base_path)\n input_value.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=input_value.\n pre_processing_component, azureml_type=\n AzureMLResourceType.COMPONENT))\n else:\n self._job_operations._resolve_job_inputs([signal.\n target_dataset.dataset.input_dataset, signal.\n baseline_dataset.input_dataset], schedule._base_path)\n signal.target_dataset.dataset.pre_processing_component = (self\n ._orchestrators.get_asset_arm_id(asset=signal.\n target_dataset.dataset.pre_processing_component,\n azureml_type=AzureMLResourceType.COMPONENT))\n signal.baseline_dataset.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=signal.\n baseline_dataset.pre_processing_component, azureml_type\n =AzureMLResourceType.COMPONENT))\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n <docstring token>\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n <function token>\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {'scheduleName': name, 'resourceGroupName':\n self._resource_group_name, 'workspaceName': self._workspace_name}\n return AzureMLPolling(LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments)\n <function token>\n <function token>\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.CreateOrUpdate',\n ActivityType.PUBLICAPI)\n def begin_create_or_update(self, schedule: Schedule, **kwargs) ->LROPoller[\n Schedule]:\n \"\"\"Create or update schedule.\n\n :param schedule: Schedule definition.\n :type schedule: Schedule\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: Union[LROPoller, Schedule]\n :rtype: Union[LROPoller, ~azure.ai.ml.entities.Schedule]\n \"\"\"\n if isinstance(schedule, JobSchedule):\n schedule._validate(raise_error=True)\n if isinstance(schedule.create_job, Job):\n self._job_operations._resolve_arm_id_or_upload_dependencies(\n schedule.create_job)\n elif isinstance(schedule, MonitorSchedule):\n self._resolve_monitor_schedule_arm_id(schedule)\n schedule_data = schedule._to_rest_object()\n poller = self.service_client.begin_create_or_update(resource_group_name\n =self._operation_scope.resource_group_name, workspace_name=self\n ._workspace_name, name=schedule.name, cls=lambda _, obj, __:\n Schedule._from_rest_object(obj), body=schedule_data, polling=\n self._get_polling(schedule.name), **self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Enable', ActivityType.PUBLICAPI)\n def begin_enable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Enable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = True\n return self.begin_create_or_update(schedule, **kwargs)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Disable', ActivityType.PUBLICAPI)\n def begin_disable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Disable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = False\n return self.begin_create_or_update(schedule, **kwargs)\n\n def _resolve_monitor_schedule_arm_id(self, schedule: MonitorSchedule\n ) ->None:\n schedule.create_monitor.compute = self._orchestrators.get_asset_arm_id(\n schedule.create_monitor.compute, AzureMLResourceType.COMPUTE,\n register_asset=False)\n target = schedule.create_monitor.monitoring_target\n if target and target.endpoint_deployment_id:\n target.endpoint_deployment_id = target.endpoint_deployment_id[len\n (ARM_ID_PREFIX):] if target.endpoint_deployment_id.startswith(\n ARM_ID_PREFIX) else target.endpoint_deployment_id\n if not is_ARM_id_for_parented_resource(target.\n endpoint_deployment_id, snake_to_camel(AzureMLResourceType.\n ONLINE_ENDPOINT), AzureMLResourceType.DEPLOYMENT):\n endpoint_name, deployment_name = (target.\n endpoint_deployment_id.split(':'))\n target.endpoint_deployment_id = (\n NAMED_RESOURCE_ID_FORMAT_WITH_PARENT.format(self.\n _subscription_id, self._resource_group_name,\n AZUREML_RESOURCE_PROVIDER, self._workspace_name,\n snake_to_camel(AzureMLResourceType.ONLINE_ENDPOINT),\n endpoint_name, AzureMLResourceType.DEPLOYMENT,\n deployment_name))\n elif target and target.model_id:\n target.model_id = self._orchestrators.get_asset_arm_id(target.\n model_id, AzureMLResourceType.MODEL, register_asset=False)\n for signal in schedule.create_monitor.monitoring_signals.values():\n if signal.type == MonitorSignalType.CUSTOM:\n for input_value in signal.input_datasets.values():\n self._job_operations._resolve_job_input(input_value.\n input_dataset, schedule._base_path)\n input_value.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=input_value.\n pre_processing_component, azureml_type=\n AzureMLResourceType.COMPONENT))\n else:\n self._job_operations._resolve_job_inputs([signal.\n target_dataset.dataset.input_dataset, signal.\n baseline_dataset.input_dataset], schedule._base_path)\n signal.target_dataset.dataset.pre_processing_component = (self\n ._orchestrators.get_asset_arm_id(asset=signal.\n target_dataset.dataset.pre_processing_component,\n azureml_type=AzureMLResourceType.COMPONENT))\n signal.baseline_dataset.pre_processing_component = (self.\n _orchestrators.get_asset_arm_id(asset=signal.\n baseline_dataset.pre_processing_component, azureml_type\n =AzureMLResourceType.COMPONENT))\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n <docstring token>\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n <function token>\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {'scheduleName': name, 'resourceGroupName':\n self._resource_group_name, 'workspaceName': self._workspace_name}\n return AzureMLPolling(LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments)\n <function token>\n <function token>\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.CreateOrUpdate',\n ActivityType.PUBLICAPI)\n def begin_create_or_update(self, schedule: Schedule, **kwargs) ->LROPoller[\n Schedule]:\n \"\"\"Create or update schedule.\n\n :param schedule: Schedule definition.\n :type schedule: Schedule\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: Union[LROPoller, Schedule]\n :rtype: Union[LROPoller, ~azure.ai.ml.entities.Schedule]\n \"\"\"\n if isinstance(schedule, JobSchedule):\n schedule._validate(raise_error=True)\n if isinstance(schedule.create_job, Job):\n self._job_operations._resolve_arm_id_or_upload_dependencies(\n schedule.create_job)\n elif isinstance(schedule, MonitorSchedule):\n self._resolve_monitor_schedule_arm_id(schedule)\n schedule_data = schedule._to_rest_object()\n poller = self.service_client.begin_create_or_update(resource_group_name\n =self._operation_scope.resource_group_name, workspace_name=self\n ._workspace_name, name=schedule.name, cls=lambda _, obj, __:\n Schedule._from_rest_object(obj), body=schedule_data, polling=\n self._get_polling(schedule.name), **self._kwargs, **kwargs)\n return poller\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Enable', ActivityType.PUBLICAPI)\n def begin_enable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Enable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = True\n return self.begin_create_or_update(schedule, **kwargs)\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Disable', ActivityType.PUBLICAPI)\n def begin_disable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Disable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = False\n return self.begin_create_or_update(schedule, **kwargs)\n <function token>\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n <docstring token>\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n <function token>\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {'scheduleName': name, 'resourceGroupName':\n self._resource_group_name, 'workspaceName': self._workspace_name}\n return AzureMLPolling(LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments)\n <function token>\n <function token>\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.CreateOrUpdate',\n ActivityType.PUBLICAPI)\n def begin_create_or_update(self, schedule: Schedule, **kwargs) ->LROPoller[\n Schedule]:\n \"\"\"Create or update schedule.\n\n :param schedule: Schedule definition.\n :type schedule: Schedule\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: Union[LROPoller, Schedule]\n :rtype: Union[LROPoller, ~azure.ai.ml.entities.Schedule]\n \"\"\"\n if isinstance(schedule, JobSchedule):\n schedule._validate(raise_error=True)\n if isinstance(schedule.create_job, Job):\n self._job_operations._resolve_arm_id_or_upload_dependencies(\n schedule.create_job)\n elif isinstance(schedule, MonitorSchedule):\n self._resolve_monitor_schedule_arm_id(schedule)\n schedule_data = schedule._to_rest_object()\n poller = self.service_client.begin_create_or_update(resource_group_name\n =self._operation_scope.resource_group_name, workspace_name=self\n ._workspace_name, name=schedule.name, cls=lambda _, obj, __:\n Schedule._from_rest_object(obj), body=schedule_data, polling=\n self._get_polling(schedule.name), **self._kwargs, **kwargs)\n return poller\n <function token>\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.Disable', ActivityType.PUBLICAPI)\n def begin_disable(self, name: str, **kwargs) ->LROPoller[Schedule]:\n \"\"\"Disable a schedule.\n\n :param name: Schedule name.\n :type name: str\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: LROPoller\n \"\"\"\n schedule = self.get(name=name)\n schedule._is_enabled = False\n return self.begin_create_or_update(schedule, **kwargs)\n <function token>\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n <docstring token>\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n <function token>\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {'scheduleName': name, 'resourceGroupName':\n self._resource_group_name, 'workspaceName': self._workspace_name}\n return AzureMLPolling(LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments)\n <function token>\n <function token>\n\n @distributed_trace\n @monitor_with_telemetry_mixin(logger, 'Schedule.CreateOrUpdate',\n ActivityType.PUBLICAPI)\n def begin_create_or_update(self, schedule: Schedule, **kwargs) ->LROPoller[\n Schedule]:\n \"\"\"Create or update schedule.\n\n :param schedule: Schedule definition.\n :type schedule: Schedule\n :return: An instance of LROPoller that returns Schedule if no_wait=True, or Schedule if no_wait=False\n :rtype: Union[LROPoller, Schedule]\n :rtype: Union[LROPoller, ~azure.ai.ml.entities.Schedule]\n \"\"\"\n if isinstance(schedule, JobSchedule):\n schedule._validate(raise_error=True)\n if isinstance(schedule.create_job, Job):\n self._job_operations._resolve_arm_id_or_upload_dependencies(\n schedule.create_job)\n elif isinstance(schedule, MonitorSchedule):\n self._resolve_monitor_schedule_arm_id(schedule)\n schedule_data = schedule._to_rest_object()\n poller = self.service_client.begin_create_or_update(resource_group_name\n =self._operation_scope.resource_group_name, workspace_name=self\n ._workspace_name, name=schedule.name, cls=lambda _, obj, __:\n Schedule._from_rest_object(obj), body=schedule_data, polling=\n self._get_polling(schedule.name), **self._kwargs, **kwargs)\n return poller\n <function token>\n <function token>\n <function token>\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n <docstring token>\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n <function token>\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n\n def _get_polling(self, name):\n \"\"\"Return the polling with custom poll interval.\"\"\"\n path_format_arguments = {'scheduleName': name, 'resourceGroupName':\n self._resource_group_name, 'workspaceName': self._workspace_name}\n return AzureMLPolling(LROConfigurations.POLL_INTERVAL,\n path_format_arguments=path_format_arguments)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n <docstring token>\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n <function token>\n\n @distributed_trace\n @monitor_with_activity(logger, 'Schedule.List', ActivityType.PUBLICAPI)\n def list(self, *, list_view_type: ScheduleListViewType=\n ScheduleListViewType.ENABLED_ONLY, **kwargs) ->Iterable[Schedule]:\n \"\"\"List schedules in specified workspace.\n\n :param list_view_type: View type for including/excluding (for example)\n archived schedules. Default: ENABLED_ONLY.\n :type list_view_type: Optional[ScheduleListViewType]\n :return: An iterator to list Schedule.\n :rtype: Iterable[Schedule]\n \"\"\"\n\n def safe_from_rest_object(objs):\n result = []\n for obj in objs:\n try:\n result.append(Schedule._from_rest_object(obj))\n except Exception as e:\n print(f'Translate {obj.name} to Schedule failed with: {e}')\n return result\n return self.service_client.list(resource_group_name=self.\n _operation_scope.resource_group_name, workspace_name=self.\n _workspace_name, list_view_type=list_view_type, cls=\n safe_from_rest_object, **self._kwargs, **kwargs)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n <docstring token>\n\n def __init__(self, operation_scope: OperationScope, operation_config:\n OperationConfig, service_client_04_2023_preview:\n ServiceClient042023Preview, all_operations: OperationsContainer,\n credential: TokenCredential, **kwargs: Any):\n super(ScheduleOperations, self).__init__(operation_scope,\n operation_config)\n ops_logger.update_info(kwargs)\n self.service_client = service_client_04_2023_preview.schedules\n self._all_operations = all_operations\n self._stream_logs_until_completion = stream_logs_until_completion\n self._runs_operations_client = None\n self._dataset_dataplane_operations_client = None\n self._model_dataplane_operations_client = None\n self._service_client_kwargs = kwargs.pop('_service_client_kwargs', {})\n self._api_base_url = None\n self._container = 'azureml'\n self._credential = credential\n self._orchestrators = OperationOrchestrator(self._all_operations,\n self._operation_scope, self._operation_config)\n self._kwargs = kwargs\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<assignment token>\n\n\nclass ScheduleOperations(_ScopeDependentOperations):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<assignment token>\n<class token>\n" ]

[ "# --------------------------------------------------\n# Programm by Yoatn\n#\n# Start date 09.01.2018 00:33\n# End date 09.01.2018 00:39\n# \n# Description:\n#\n# --------------------------------------------------\n#\n# import datetime\n# print(datetime.datetime.now().strftime(\"%d.%m.%Y %H:%M\"))\n\n\nprint((-12 + 6 / 17) / (3 ** 4 - 40))\n", "print((-12 + 6 / 17) / (3 ** 4 - 40))\n", "<code token>\n" ]

[ "\"\"\"\nThis module enables loading of different perturbation functions in poisoning\n\"\"\"\nimport os\n\nfrom art.attacks.poisoning import PoisoningAttackBackdoor\nfrom art.attacks.poisoning import perturbations\nimport armory\n\n\ndef poison_loader_GTSRB(**kwargs):\n poison_type = kwargs[\"poison_type\"]\n if poison_type == \"pattern\":\n\n def mod(x):\n return perturbations.add_pattern_bd(x, pixel_value=1)\n\n elif poison_type == \"pixel\":\n\n def mod(x):\n return perturbations.add_single_bd(x, pixel_value=1)\n\n elif poison_type == \"image\":\n backdoor_path = kwargs.get(\"backdoor_path\")\n if backdoor_path is None:\n raise ValueError(\n \"poison_type 'image' requires 'backdoor_path' kwarg path to image\"\n )\n backdoor_packaged_with_armory = kwargs.get(\n \"backdoor_packaged_with_armory\", False\n )\n if backdoor_packaged_with_armory:\n backdoor_path = os.path.join(\n # Get base directory where armory is pip installed\n os.path.dirname(os.path.dirname(armory.__file__)),\n backdoor_path,\n )\n size = kwargs.get(\"size\")\n if size is None:\n raise ValueError(\"poison_type 'image' requires 'size' kwarg tuple\")\n size = tuple(size)\n mode = kwargs.get(\"mode\", \"RGB\")\n blend = kwargs.get(\"blend\", 0.6)\n base_img_size_x = kwargs.get(\"base_img_size_x\", 48)\n base_img_size_y = kwargs.get(\"base_img_size_y\", 48)\n channels_first = kwargs.get(\"channels_first\", False)\n x_shift = kwargs.get(\"x_shift\", (base_img_size_x - size[0]) // 2)\n y_shift = kwargs.get(\"y_shift\", (base_img_size_y - size[1]) // 2)\n\n def mod(x):\n return perturbations.insert_image(\n x,\n backdoor_path=backdoor_path,\n size=size,\n mode=mode,\n x_shift=x_shift,\n y_shift=y_shift,\n channels_first=channels_first,\n blend=blend,\n random=False,\n )\n\n else:\n raise ValueError(f\"Unknown poison_type {poison_type}\")\n\n return PoisoningAttackBackdoor(mod)\n", "<docstring token>\nimport os\nfrom art.attacks.poisoning import PoisoningAttackBackdoor\nfrom art.attacks.poisoning import perturbations\nimport armory\n\n\ndef poison_loader_GTSRB(**kwargs):\n poison_type = kwargs['poison_type']\n if poison_type == 'pattern':\n\n def mod(x):\n return perturbations.add_pattern_bd(x, pixel_value=1)\n elif poison_type == 'pixel':\n\n def mod(x):\n return perturbations.add_single_bd(x, pixel_value=1)\n elif poison_type == 'image':\n backdoor_path = kwargs.get('backdoor_path')\n if backdoor_path is None:\n raise ValueError(\n \"poison_type 'image' requires 'backdoor_path' kwarg path to image\"\n )\n backdoor_packaged_with_armory = kwargs.get(\n 'backdoor_packaged_with_armory', False)\n if backdoor_packaged_with_armory:\n backdoor_path = os.path.join(os.path.dirname(os.path.dirname(\n armory.__file__)), backdoor_path)\n size = kwargs.get('size')\n if size is None:\n raise ValueError(\"poison_type 'image' requires 'size' kwarg tuple\")\n size = tuple(size)\n mode = kwargs.get('mode', 'RGB')\n blend = kwargs.get('blend', 0.6)\n base_img_size_x = kwargs.get('base_img_size_x', 48)\n base_img_size_y = kwargs.get('base_img_size_y', 48)\n channels_first = kwargs.get('channels_first', False)\n x_shift = kwargs.get('x_shift', (base_img_size_x - size[0]) // 2)\n y_shift = kwargs.get('y_shift', (base_img_size_y - size[1]) // 2)\n\n def mod(x):\n return perturbations.insert_image(x, backdoor_path=\n backdoor_path, size=size, mode=mode, x_shift=x_shift,\n y_shift=y_shift, channels_first=channels_first, blend=blend,\n random=False)\n else:\n raise ValueError(f'Unknown poison_type {poison_type}')\n return PoisoningAttackBackdoor(mod)\n", "<docstring token>\n<import token>\n\n\ndef poison_loader_GTSRB(**kwargs):\n poison_type = kwargs['poison_type']\n if poison_type == 'pattern':\n\n def mod(x):\n return perturbations.add_pattern_bd(x, pixel_value=1)\n elif poison_type == 'pixel':\n\n def mod(x):\n return perturbations.add_single_bd(x, pixel_value=1)\n elif poison_type == 'image':\n backdoor_path = kwargs.get('backdoor_path')\n if backdoor_path is None:\n raise ValueError(\n \"poison_type 'image' requires 'backdoor_path' kwarg path to image\"\n )\n backdoor_packaged_with_armory = kwargs.get(\n 'backdoor_packaged_with_armory', False)\n if backdoor_packaged_with_armory:\n backdoor_path = os.path.join(os.path.dirname(os.path.dirname(\n armory.__file__)), backdoor_path)\n size = kwargs.get('size')\n if size is None:\n raise ValueError(\"poison_type 'image' requires 'size' kwarg tuple\")\n size = tuple(size)\n mode = kwargs.get('mode', 'RGB')\n blend = kwargs.get('blend', 0.6)\n base_img_size_x = kwargs.get('base_img_size_x', 48)\n base_img_size_y = kwargs.get('base_img_size_y', 48)\n channels_first = kwargs.get('channels_first', False)\n x_shift = kwargs.get('x_shift', (base_img_size_x - size[0]) // 2)\n y_shift = kwargs.get('y_shift', (base_img_size_y - size[1]) // 2)\n\n def mod(x):\n return perturbations.insert_image(x, backdoor_path=\n backdoor_path, size=size, mode=mode, x_shift=x_shift,\n y_shift=y_shift, channels_first=channels_first, blend=blend,\n random=False)\n else:\n raise ValueError(f'Unknown poison_type {poison_type}')\n return PoisoningAttackBackdoor(mod)\n", "<docstring token>\n<import token>\n<function token>\n" ]

[ "# 구현\n\n# # 방향벡터\n# dx = [0, -1, 0, 1]\n# dy = [1, 0, -1, 0]\n#\n# x, y = 2, 2\n#\n# for i in range(4):\n# nx = x + dx[i]\n# ny = y + dy[i]\n# print(nx, ny)\n\n##### 시각\n# 정수 N이 입력되면 00시 00분 00초부터 N시 59분 59초까지의 모든 시각 중에서 3이 하나라도 포함되는 모든 경우의 수를 구하는 프로그램을 작성하세요. 예를 들어 1을 ㄹ입력했을 때 다음은 3이 하나라도 포함되어 있으므로 세어야 하는 시각이다.\n# 00시 00분 03초\n# 00시 13분 30초\n# 반면에 다음은 ㄷ이 하나도 포함되어 있지 않으므로 세면 안되는 시각이다.\n# 00시 02분 55초\n# 01시 27분 45초\n\n# -> 대표적인 완전탐색 유형\n\n# 하루는 86400초 ( 24 * 60 * 60 ) 이므로 가능한 경우의 수를 모두 검사해보는 탐색 방법 -> 브루트 포스\n\n# h = int(input())\n#\n# count = 0\n# for i in range(h + 1):\n# for j in range(60):\n# for k in range(60):\n# if '3' in str(i) + str(j) + str(k):\n# count += 1\n# print(count)\n\n##### 상하좌우\n# 여행가 A는 N * N 크기의 정사각형 공간 위에 서있다. 이 공간은 1 * 1 크기의 정사각형으로 나누어져 있다. 가장 왼쪽 위 좌표는 (1,1) 가장 오른쪽 아래좌표는 (N,N)\n# 여행가 A는 상, 하, 좌, 우 방향으로 이동할 수 있으며, 시작 좌표는 항상 (1,1)이다. 우리 앞에는 여행가 A가 이동할 계획이 적인 계획서가 있다.\n# 계획서에는 하나의 줄에 띄어쓰기를 기준으로 하여 L, R, U, D 중 하나의 문자가 반복적으로 적혀있다.\n# 이때 여행가 A가 N * N 크기의 정사각형 공간을 벗어나느 움직임은 무시된다.\n\n# 방향벡터 활용\n\nn = int(input())\nx, y = 1, 1\nplans = input().split()\n\ndx = [0, 0, -1, 1]\ndy = [-1, 1, 0, 0]\nmove_types = ['L', 'R', 'U', 'D']\n\nfor plan in plans:\n for i in range(len(move_types)):\n if plan == move_types[i]:\n nx = x + dx[i]\n ny = y + dy[i]\n\n if nx < 1 or ny < 1 or nx > n or ny > n:\n continue\n x, y = nx, ny\n\nprint(x, y)\n", "n = int(input())\nx, y = 1, 1\nplans = input().split()\ndx = [0, 0, -1, 1]\ndy = [-1, 1, 0, 0]\nmove_types = ['L', 'R', 'U', 'D']\nfor plan in plans:\n for i in range(len(move_types)):\n if plan == move_types[i]:\n nx = x + dx[i]\n ny = y + dy[i]\n if nx < 1 or ny < 1 or nx > n or ny > n:\n continue\n x, y = nx, ny\nprint(x, y)\n", "<assignment token>\nfor plan in plans:\n for i in range(len(move_types)):\n if plan == move_types[i]:\n nx = x + dx[i]\n ny = y + dy[i]\n if nx < 1 or ny < 1 or nx > n or ny > n:\n continue\n x, y = nx, ny\nprint(x, y)\n", "<assignment token>\n<code token>\n" ]

[ "from django.shortcuts import render\nfrom .models import Item,OrderItem\n# Create your views here.\ndef home(request):\n context ={\n 'items' : Item.objects.all()\n }\n return render(request,'shop/home.html',context)\n\ndef cart(request):\n content ={\n 'things' : OrderItem.objects.all()\n }\n return render(request,'shop/cart.html',content)\n", "from django.shortcuts import render\nfrom .models import Item, OrderItem\n\n\ndef home(request):\n context = {'items': Item.objects.all()}\n return render(request, 'shop/home.html', context)\n\n\ndef cart(request):\n content = {'things': OrderItem.objects.all()}\n return render(request, 'shop/cart.html', content)\n", "<import token>\n\n\ndef home(request):\n context = {'items': Item.objects.all()}\n return render(request, 'shop/home.html', context)\n\n\ndef cart(request):\n content = {'things': OrderItem.objects.all()}\n return render(request, 'shop/cart.html', content)\n", "<import token>\n<function token>\n\n\ndef cart(request):\n content = {'things': OrderItem.objects.all()}\n return render(request, 'shop/cart.html', content)\n", "<import token>\n<function token>\n<function token>\n" ]

[ "import string\n\n\nn = int(input())\nif not set(string.ascii_lowercase) - set(input().lower()):\n print('YES')\nelse:\n print('NO')\n", "import string\nn = int(input())\nif not set(string.ascii_lowercase) - set(input().lower()):\n print('YES')\nelse:\n print('NO')\n", "<import token>\nn = int(input())\nif not set(string.ascii_lowercase) - set(input().lower()):\n print('YES')\nelse:\n print('NO')\n", "<import token>\n<assignment token>\nif not set(string.ascii_lowercase) - set(input().lower()):\n print('YES')\nelse:\n print('NO')\n", "<import token>\n<assignment token>\n<code token>\n" ]

[ "# Specify the default walltime if it is not specified\ndefault_walltime = sql_to_duration('2:00:00')\n\nfor i, mold in enumerate(resource_request):\n if not mold[1]:\n print('[ADMISSION RULE] Set default walltime to {}.'\\\n .format(default_walltime))\n resource_request[i] = (mold[0], default_walltime)\n", "default_walltime = sql_to_duration('2:00:00')\nfor i, mold in enumerate(resource_request):\n if not mold[1]:\n print('[ADMISSION RULE] Set default walltime to {}.'.format(\n default_walltime))\n resource_request[i] = mold[0], default_walltime\n", "<assignment token>\nfor i, mold in enumerate(resource_request):\n if not mold[1]:\n print('[ADMISSION RULE] Set default walltime to {}.'.format(\n default_walltime))\n resource_request[i] = mold[0], default_walltime\n", "<assignment token>\n<code token>\n" ]

[ "import os\nimport string\n\ndef read_words(filename):\n filepath = os.path.join(os.path.dirname(__file__), filename)\n\n ord_lista = []\n for line in open(filepath, encoding='utf-8'):\n ord_lista.extend(line.split())\n \n ord_lista = [word.strip(string.punctuation + string.whitespace).lower() for word in ord_lista]\n\n return ord_lista\n \n\ndef count_only(text, bra_ord):\n my_dict = {key: 0 for key in bra_ord}\n for word in text:\n if word in bra_ord:\n my_dict[word] += 1\n\n return my_dict\n\n\ndef count_all_except(text, kassa_ord):\n my_set = set(text)\n my_dict = {key: 0 for key in my_set if key not in kassa_ord}\n for word in text:\n if word not in kassa_ord:\n my_dict[word] += 1\n\n return my_dict\n\n\ndef sorted_hist(my_dict):\n my_list = []\n for key in my_dict.keys():\n my_list.append((my_dict[key], key))\n \n my_list.sort(reverse=True)\n\n return my_list\n\n\ndef filter_hist(my_dict, n):\n my_dict = {key: value for key, value in my_dict.items() if value >= n}\n\n return my_dict\n\n\nnils_lista = read_words('nilsholg.txt')\n\nlandskap = set(read_words('landskap.txt'))\n\nundantag = set(read_words('undantagsord.txt'))\n\nmy_dict = count_all_except(nils_lista, undantag)\n\n#my_list = sorted_hist(my_dict)\n\nmy_dict = filter_hist(my_dict, 100)\n\nprint(my_dict)\n\n", "import os\nimport string\n\n\ndef read_words(filename):\n filepath = os.path.join(os.path.dirname(__file__), filename)\n ord_lista = []\n for line in open(filepath, encoding='utf-8'):\n ord_lista.extend(line.split())\n ord_lista = [word.strip(string.punctuation + string.whitespace).lower() for\n word in ord_lista]\n return ord_lista\n\n\ndef count_only(text, bra_ord):\n my_dict = {key: (0) for key in bra_ord}\n for word in text:\n if word in bra_ord:\n my_dict[word] += 1\n return my_dict\n\n\ndef count_all_except(text, kassa_ord):\n my_set = set(text)\n my_dict = {key: (0) for key in my_set if key not in kassa_ord}\n for word in text:\n if word not in kassa_ord:\n my_dict[word] += 1\n return my_dict\n\n\ndef sorted_hist(my_dict):\n my_list = []\n for key in my_dict.keys():\n my_list.append((my_dict[key], key))\n my_list.sort(reverse=True)\n return my_list\n\n\ndef filter_hist(my_dict, n):\n my_dict = {key: value for key, value in my_dict.items() if value >= n}\n return my_dict\n\n\nnils_lista = read_words('nilsholg.txt')\nlandskap = set(read_words('landskap.txt'))\nundantag = set(read_words('undantagsord.txt'))\nmy_dict = count_all_except(nils_lista, undantag)\nmy_dict = filter_hist(my_dict, 100)\nprint(my_dict)\n", "<import token>\n\n\ndef read_words(filename):\n filepath = os.path.join(os.path.dirname(__file__), filename)\n ord_lista = []\n for line in open(filepath, encoding='utf-8'):\n ord_lista.extend(line.split())\n ord_lista = [word.strip(string.punctuation + string.whitespace).lower() for\n word in ord_lista]\n return ord_lista\n\n\ndef count_only(text, bra_ord):\n my_dict = {key: (0) for key in bra_ord}\n for word in text:\n if word in bra_ord:\n my_dict[word] += 1\n return my_dict\n\n\ndef count_all_except(text, kassa_ord):\n my_set = set(text)\n my_dict = {key: (0) for key in my_set if key not in kassa_ord}\n for word in text:\n if word not in kassa_ord:\n my_dict[word] += 1\n return my_dict\n\n\ndef sorted_hist(my_dict):\n my_list = []\n for key in my_dict.keys():\n my_list.append((my_dict[key], key))\n my_list.sort(reverse=True)\n return my_list\n\n\ndef filter_hist(my_dict, n):\n my_dict = {key: value for key, value in my_dict.items() if value >= n}\n return my_dict\n\n\nnils_lista = read_words('nilsholg.txt')\nlandskap = set(read_words('landskap.txt'))\nundantag = set(read_words('undantagsord.txt'))\nmy_dict = count_all_except(nils_lista, undantag)\nmy_dict = filter_hist(my_dict, 100)\nprint(my_dict)\n", "<import token>\n\n\ndef read_words(filename):\n filepath = os.path.join(os.path.dirname(__file__), filename)\n ord_lista = []\n for line in open(filepath, encoding='utf-8'):\n ord_lista.extend(line.split())\n ord_lista = [word.strip(string.punctuation + string.whitespace).lower() for\n word in ord_lista]\n return ord_lista\n\n\ndef count_only(text, bra_ord):\n my_dict = {key: (0) for key in bra_ord}\n for word in text:\n if word in bra_ord:\n my_dict[word] += 1\n return my_dict\n\n\ndef count_all_except(text, kassa_ord):\n my_set = set(text)\n my_dict = {key: (0) for key in my_set if key not in kassa_ord}\n for word in text:\n if word not in kassa_ord:\n my_dict[word] += 1\n return my_dict\n\n\ndef sorted_hist(my_dict):\n my_list = []\n for key in my_dict.keys():\n my_list.append((my_dict[key], key))\n my_list.sort(reverse=True)\n return my_list\n\n\ndef filter_hist(my_dict, n):\n my_dict = {key: value for key, value in my_dict.items() if value >= n}\n return my_dict\n\n\n<assignment token>\nprint(my_dict)\n", "<import token>\n\n\ndef read_words(filename):\n filepath = os.path.join(os.path.dirname(__file__), filename)\n ord_lista = []\n for line in open(filepath, encoding='utf-8'):\n ord_lista.extend(line.split())\n ord_lista = [word.strip(string.punctuation + string.whitespace).lower() for\n word in ord_lista]\n return ord_lista\n\n\ndef count_only(text, bra_ord):\n my_dict = {key: (0) for key in bra_ord}\n for word in text:\n if word in bra_ord:\n my_dict[word] += 1\n return my_dict\n\n\ndef count_all_except(text, kassa_ord):\n my_set = set(text)\n my_dict = {key: (0) for key in my_set if key not in kassa_ord}\n for word in text:\n if word not in kassa_ord:\n my_dict[word] += 1\n return my_dict\n\n\ndef sorted_hist(my_dict):\n my_list = []\n for key in my_dict.keys():\n my_list.append((my_dict[key], key))\n my_list.sort(reverse=True)\n return my_list\n\n\ndef filter_hist(my_dict, n):\n my_dict = {key: value for key, value in my_dict.items() if value >= n}\n return my_dict\n\n\n<assignment token>\n<code token>\n", "<import token>\n\n\ndef read_words(filename):\n filepath = os.path.join(os.path.dirname(__file__), filename)\n ord_lista = []\n for line in open(filepath, encoding='utf-8'):\n ord_lista.extend(line.split())\n ord_lista = [word.strip(string.punctuation + string.whitespace).lower() for\n word in ord_lista]\n return ord_lista\n\n\n<function token>\n\n\ndef count_all_except(text, kassa_ord):\n my_set = set(text)\n my_dict = {key: (0) for key in my_set if key not in kassa_ord}\n for word in text:\n if word not in kassa_ord:\n my_dict[word] += 1\n return my_dict\n\n\ndef sorted_hist(my_dict):\n my_list = []\n for key in my_dict.keys():\n my_list.append((my_dict[key], key))\n my_list.sort(reverse=True)\n return my_list\n\n\ndef filter_hist(my_dict, n):\n my_dict = {key: value for key, value in my_dict.items() if value >= n}\n return my_dict\n\n\n<assignment token>\n<code token>\n", "<import token>\n\n\ndef read_words(filename):\n filepath = os.path.join(os.path.dirname(__file__), filename)\n ord_lista = []\n for line in open(filepath, encoding='utf-8'):\n ord_lista.extend(line.split())\n ord_lista = [word.strip(string.punctuation + string.whitespace).lower() for\n word in ord_lista]\n return ord_lista\n\n\n<function token>\n\n\ndef count_all_except(text, kassa_ord):\n my_set = set(text)\n my_dict = {key: (0) for key in my_set if key not in kassa_ord}\n for word in text:\n if word not in kassa_ord:\n my_dict[word] += 1\n return my_dict\n\n\n<function token>\n\n\ndef filter_hist(my_dict, n):\n my_dict = {key: value for key, value in my_dict.items() if value >= n}\n return my_dict\n\n\n<assignment token>\n<code token>\n", "<import token>\n\n\ndef read_words(filename):\n filepath = os.path.join(os.path.dirname(__file__), filename)\n ord_lista = []\n for line in open(filepath, encoding='utf-8'):\n ord_lista.extend(line.split())\n ord_lista = [word.strip(string.punctuation + string.whitespace).lower() for\n word in ord_lista]\n return ord_lista\n\n\n<function token>\n<function token>\n<function token>\n\n\ndef filter_hist(my_dict, n):\n my_dict = {key: value for key, value in my_dict.items() if value >= n}\n return my_dict\n\n\n<assignment token>\n<code token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\ndef filter_hist(my_dict, n):\n my_dict = {key: value for key, value in my_dict.items() if value >= n}\n return my_dict\n\n\n<assignment token>\n<code token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<assignment token>\n<code token>\n" ]

[ "x::int = 3\ny::str = x\n" ]

[ "from petsc4py import PETSc\nimport sys,time\n\n\nclass Viz:\n '''A crude Python vizualization engine. If your mayavi works,\n uncomment the corresponding lines in the viewRho method to\n use that for vizualization instead.'''\n @staticmethod\n def init(v):\n pass\n\n @staticmethod\n def viewRho(v):\n import numpy\n # Then extract objects attached to v:\n # a DA \"mesh\" and a Vec \"rho\"\n da = v.query(\"mesh\")\n rho = v.query(\"rho\").getArray()\n # Get DA parameters and make sure rho conforms to them\n N = da.getSizes()\n dim = da.getDim()\n d = da.getDof()-1\n assert dim == 3\n assert rho.size == N[0]*N[1]*N[2]*(d)\n # Reshape the Vec's data array to conform to the DMDA shape\n shape = list(N)\n shape.append(d)\n rho = rho.reshape(shape)\n # Plot all of the components of rho over the da\n # Use a contour plot in 3D\n for s in range(d):\n #from enthought.mayavi import mlab as mlab\n #mlab.contour3d(rho[:,:,:,s])\n sys.stdout.write(str(rho[:,:,:,s]))\n sys.stdout.flush()\n time.sleep(1)\n #mlab.clf()\n time.sleep(3)\n\n\n\n", "from petsc4py import PETSc\nimport sys, time\n\n\nclass Viz:\n \"\"\"A crude Python vizualization engine. If your mayavi works,\n uncomment the corresponding lines in the viewRho method to\n use that for vizualization instead.\"\"\"\n\n @staticmethod\n def init(v):\n pass\n\n @staticmethod\n def viewRho(v):\n import numpy\n da = v.query('mesh')\n rho = v.query('rho').getArray()\n N = da.getSizes()\n dim = da.getDim()\n d = da.getDof() - 1\n assert dim == 3\n assert rho.size == N[0] * N[1] * N[2] * d\n shape = list(N)\n shape.append(d)\n rho = rho.reshape(shape)\n for s in range(d):\n sys.stdout.write(str(rho[:, :, :, s]))\n sys.stdout.flush()\n time.sleep(1)\n time.sleep(3)\n", "<import token>\n\n\nclass Viz:\n \"\"\"A crude Python vizualization engine. If your mayavi works,\n uncomment the corresponding lines in the viewRho method to\n use that for vizualization instead.\"\"\"\n\n @staticmethod\n def init(v):\n pass\n\n @staticmethod\n def viewRho(v):\n import numpy\n da = v.query('mesh')\n rho = v.query('rho').getArray()\n N = da.getSizes()\n dim = da.getDim()\n d = da.getDof() - 1\n assert dim == 3\n assert rho.size == N[0] * N[1] * N[2] * d\n shape = list(N)\n shape.append(d)\n rho = rho.reshape(shape)\n for s in range(d):\n sys.stdout.write(str(rho[:, :, :, s]))\n sys.stdout.flush()\n time.sleep(1)\n time.sleep(3)\n", "<import token>\n\n\nclass Viz:\n <docstring token>\n\n @staticmethod\n def init(v):\n pass\n\n @staticmethod\n def viewRho(v):\n import numpy\n da = v.query('mesh')\n rho = v.query('rho').getArray()\n N = da.getSizes()\n dim = da.getDim()\n d = da.getDof() - 1\n assert dim == 3\n assert rho.size == N[0] * N[1] * N[2] * d\n shape = list(N)\n shape.append(d)\n rho = rho.reshape(shape)\n for s in range(d):\n sys.stdout.write(str(rho[:, :, :, s]))\n sys.stdout.flush()\n time.sleep(1)\n time.sleep(3)\n", "<import token>\n\n\nclass Viz:\n <docstring token>\n\n @staticmethod\n def init(v):\n pass\n <function token>\n", "<import token>\n\n\nclass Viz:\n <docstring token>\n <function token>\n <function token>\n", "<import token>\n<class token>\n" ]

[ "#!/usr/bin/python3\n\"\"\"\nDatabase storage engine using SQLAlchemy with mysql+mysqldb database connection\n\"\"\"\n\nimport os\nfrom models.base_model import Base\nfrom models.website import Website\nfrom sqlalchemy import create_engine\nfrom sqlalchemy.orm import sessionmaker, scoped_session\n\nclasses = {\"Website\": Website}\n\n\nclass DBStorage:\n \"\"\"Database Storage\"\"\"\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'\n .format(user, passwd, host, database))\n\n def all(self, cls=None):\n \"\"\"returns a dictionary of all the objects present\"\"\"\n if not self.__session:\n self.reload()\n objects = {}\n if type(cls) == str:\n cls = classes.get(cls, None)\n if cls:\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n else:\n for cls in classes.values():\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n return objects\n\n def reload(self):\n \"\"\"reloads objects from the database\"\"\"\n session_factory = sessionmaker(bind=self.__engine,\n expire_on_commit=False)\n Base.metadata.create_all(self.__engine)\n self.__session = scoped_session(session_factory)\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n\n def save(self):\n \"\"\"saves the current session\"\"\"\n self.__session.commit()\n\n def delete(self, obj=None):\n \"\"\"deletes an object\"\"\"\n if not self.__session:\n self.reload()\n if obj:\n self.__session.delete(obj)\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n\n def get(self, cls, id):\n \"\"\"Retrieve an object\"\"\"\n if cls is \"Website\" and id is not None and type(id) is str:\n return self.__session.query(Website).filter(Website.\n short_url == id).first()\n elif cls is not None and type(cls) is str and id is not None and\\\n type(id) is str and cls in classes:\n cls = classes[cls]\n result = self.__session.query(cls).filter(cls.id == id).first()\n return result\n else:\n return None\n\n def count(self, cls=None):\n \"\"\"Count number of objects in storage\"\"\"\n total = 0\n if type(cls) == str and cls in classes:\n cls = classes[cls]\n total = self.__session.query(cls).count()\n elif cls is None:\n for cls in classes.values():\n total += self.__session.query(cls).count()\n return total\n\n def get_short(self, cls, long):\n \"\"\"retrieve a short_url from a website name\"\"\"\n if cls == \"Website\":\n result = self.__session.query(Website).filter(Website.name == long).first()\n return result\n", "<docstring token>\nimport os\nfrom models.base_model import Base\nfrom models.website import Website\nfrom sqlalchemy import create_engine\nfrom sqlalchemy.orm import sessionmaker, scoped_session\nclasses = {'Website': Website}\n\n\nclass DBStorage:\n \"\"\"Database Storage\"\"\"\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'.format(\n user, passwd, host, database))\n\n def all(self, cls=None):\n \"\"\"returns a dictionary of all the objects present\"\"\"\n if not self.__session:\n self.reload()\n objects = {}\n if type(cls) == str:\n cls = classes.get(cls, None)\n if cls:\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n else:\n for cls in classes.values():\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n return objects\n\n def reload(self):\n \"\"\"reloads objects from the database\"\"\"\n session_factory = sessionmaker(bind=self.__engine, expire_on_commit\n =False)\n Base.metadata.create_all(self.__engine)\n self.__session = scoped_session(session_factory)\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n\n def save(self):\n \"\"\"saves the current session\"\"\"\n self.__session.commit()\n\n def delete(self, obj=None):\n \"\"\"deletes an object\"\"\"\n if not self.__session:\n self.reload()\n if obj:\n self.__session.delete(obj)\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n\n def get(self, cls, id):\n \"\"\"Retrieve an object\"\"\"\n if cls is 'Website' and id is not None and type(id) is str:\n return self.__session.query(Website).filter(Website.short_url == id\n ).first()\n elif cls is not None and type(cls) is str and id is not None and type(\n id) is str and cls in classes:\n cls = classes[cls]\n result = self.__session.query(cls).filter(cls.id == id).first()\n return result\n else:\n return None\n\n def count(self, cls=None):\n \"\"\"Count number of objects in storage\"\"\"\n total = 0\n if type(cls) == str and cls in classes:\n cls = classes[cls]\n total = self.__session.query(cls).count()\n elif cls is None:\n for cls in classes.values():\n total += self.__session.query(cls).count()\n return total\n\n def get_short(self, cls, long):\n \"\"\"retrieve a short_url from a website name\"\"\"\n if cls == 'Website':\n result = self.__session.query(Website).filter(Website.name == long\n ).first()\n return result\n", "<docstring token>\n<import token>\nclasses = {'Website': Website}\n\n\nclass DBStorage:\n \"\"\"Database Storage\"\"\"\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'.format(\n user, passwd, host, database))\n\n def all(self, cls=None):\n \"\"\"returns a dictionary of all the objects present\"\"\"\n if not self.__session:\n self.reload()\n objects = {}\n if type(cls) == str:\n cls = classes.get(cls, None)\n if cls:\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n else:\n for cls in classes.values():\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n return objects\n\n def reload(self):\n \"\"\"reloads objects from the database\"\"\"\n session_factory = sessionmaker(bind=self.__engine, expire_on_commit\n =False)\n Base.metadata.create_all(self.__engine)\n self.__session = scoped_session(session_factory)\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n\n def save(self):\n \"\"\"saves the current session\"\"\"\n self.__session.commit()\n\n def delete(self, obj=None):\n \"\"\"deletes an object\"\"\"\n if not self.__session:\n self.reload()\n if obj:\n self.__session.delete(obj)\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n\n def get(self, cls, id):\n \"\"\"Retrieve an object\"\"\"\n if cls is 'Website' and id is not None and type(id) is str:\n return self.__session.query(Website).filter(Website.short_url == id\n ).first()\n elif cls is not None and type(cls) is str and id is not None and type(\n id) is str and cls in classes:\n cls = classes[cls]\n result = self.__session.query(cls).filter(cls.id == id).first()\n return result\n else:\n return None\n\n def count(self, cls=None):\n \"\"\"Count number of objects in storage\"\"\"\n total = 0\n if type(cls) == str and cls in classes:\n cls = classes[cls]\n total = self.__session.query(cls).count()\n elif cls is None:\n for cls in classes.values():\n total += self.__session.query(cls).count()\n return total\n\n def get_short(self, cls, long):\n \"\"\"retrieve a short_url from a website name\"\"\"\n if cls == 'Website':\n result = self.__session.query(Website).filter(Website.name == long\n ).first()\n return result\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n \"\"\"Database Storage\"\"\"\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'.format(\n user, passwd, host, database))\n\n def all(self, cls=None):\n \"\"\"returns a dictionary of all the objects present\"\"\"\n if not self.__session:\n self.reload()\n objects = {}\n if type(cls) == str:\n cls = classes.get(cls, None)\n if cls:\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n else:\n for cls in classes.values():\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n return objects\n\n def reload(self):\n \"\"\"reloads objects from the database\"\"\"\n session_factory = sessionmaker(bind=self.__engine, expire_on_commit\n =False)\n Base.metadata.create_all(self.__engine)\n self.__session = scoped_session(session_factory)\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n\n def save(self):\n \"\"\"saves the current session\"\"\"\n self.__session.commit()\n\n def delete(self, obj=None):\n \"\"\"deletes an object\"\"\"\n if not self.__session:\n self.reload()\n if obj:\n self.__session.delete(obj)\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n\n def get(self, cls, id):\n \"\"\"Retrieve an object\"\"\"\n if cls is 'Website' and id is not None and type(id) is str:\n return self.__session.query(Website).filter(Website.short_url == id\n ).first()\n elif cls is not None and type(cls) is str and id is not None and type(\n id) is str and cls in classes:\n cls = classes[cls]\n result = self.__session.query(cls).filter(cls.id == id).first()\n return result\n else:\n return None\n\n def count(self, cls=None):\n \"\"\"Count number of objects in storage\"\"\"\n total = 0\n if type(cls) == str and cls in classes:\n cls = classes[cls]\n total = self.__session.query(cls).count()\n elif cls is None:\n for cls in classes.values():\n total += self.__session.query(cls).count()\n return total\n\n def get_short(self, cls, long):\n \"\"\"retrieve a short_url from a website name\"\"\"\n if cls == 'Website':\n result = self.__session.query(Website).filter(Website.name == long\n ).first()\n return result\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n <docstring token>\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'.format(\n user, passwd, host, database))\n\n def all(self, cls=None):\n \"\"\"returns a dictionary of all the objects present\"\"\"\n if not self.__session:\n self.reload()\n objects = {}\n if type(cls) == str:\n cls = classes.get(cls, None)\n if cls:\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n else:\n for cls in classes.values():\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n return objects\n\n def reload(self):\n \"\"\"reloads objects from the database\"\"\"\n session_factory = sessionmaker(bind=self.__engine, expire_on_commit\n =False)\n Base.metadata.create_all(self.__engine)\n self.__session = scoped_session(session_factory)\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n\n def save(self):\n \"\"\"saves the current session\"\"\"\n self.__session.commit()\n\n def delete(self, obj=None):\n \"\"\"deletes an object\"\"\"\n if not self.__session:\n self.reload()\n if obj:\n self.__session.delete(obj)\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n\n def get(self, cls, id):\n \"\"\"Retrieve an object\"\"\"\n if cls is 'Website' and id is not None and type(id) is str:\n return self.__session.query(Website).filter(Website.short_url == id\n ).first()\n elif cls is not None and type(cls) is str and id is not None and type(\n id) is str and cls in classes:\n cls = classes[cls]\n result = self.__session.query(cls).filter(cls.id == id).first()\n return result\n else:\n return None\n\n def count(self, cls=None):\n \"\"\"Count number of objects in storage\"\"\"\n total = 0\n if type(cls) == str and cls in classes:\n cls = classes[cls]\n total = self.__session.query(cls).count()\n elif cls is None:\n for cls in classes.values():\n total += self.__session.query(cls).count()\n return total\n\n def get_short(self, cls, long):\n \"\"\"retrieve a short_url from a website name\"\"\"\n if cls == 'Website':\n result = self.__session.query(Website).filter(Website.name == long\n ).first()\n return result\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n <docstring token>\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'.format(\n user, passwd, host, database))\n\n def all(self, cls=None):\n \"\"\"returns a dictionary of all the objects present\"\"\"\n if not self.__session:\n self.reload()\n objects = {}\n if type(cls) == str:\n cls = classes.get(cls, None)\n if cls:\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n else:\n for cls in classes.values():\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n return objects\n\n def reload(self):\n \"\"\"reloads objects from the database\"\"\"\n session_factory = sessionmaker(bind=self.__engine, expire_on_commit\n =False)\n Base.metadata.create_all(self.__engine)\n self.__session = scoped_session(session_factory)\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n\n def save(self):\n \"\"\"saves the current session\"\"\"\n self.__session.commit()\n\n def delete(self, obj=None):\n \"\"\"deletes an object\"\"\"\n if not self.__session:\n self.reload()\n if obj:\n self.__session.delete(obj)\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n\n def get(self, cls, id):\n \"\"\"Retrieve an object\"\"\"\n if cls is 'Website' and id is not None and type(id) is str:\n return self.__session.query(Website).filter(Website.short_url == id\n ).first()\n elif cls is not None and type(cls) is str and id is not None and type(\n id) is str and cls in classes:\n cls = classes[cls]\n result = self.__session.query(cls).filter(cls.id == id).first()\n return result\n else:\n return None\n\n def count(self, cls=None):\n \"\"\"Count number of objects in storage\"\"\"\n total = 0\n if type(cls) == str and cls in classes:\n cls = classes[cls]\n total = self.__session.query(cls).count()\n elif cls is None:\n for cls in classes.values():\n total += self.__session.query(cls).count()\n return total\n <function token>\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n <docstring token>\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'.format(\n user, passwd, host, database))\n\n def all(self, cls=None):\n \"\"\"returns a dictionary of all the objects present\"\"\"\n if not self.__session:\n self.reload()\n objects = {}\n if type(cls) == str:\n cls = classes.get(cls, None)\n if cls:\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n else:\n for cls in classes.values():\n for obj in self.__session.query(cls):\n objects[obj.__class__.__name__ + '.' + obj.id] = obj\n return objects\n\n def reload(self):\n \"\"\"reloads objects from the database\"\"\"\n session_factory = sessionmaker(bind=self.__engine, expire_on_commit\n =False)\n Base.metadata.create_all(self.__engine)\n self.__session = scoped_session(session_factory)\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n <function token>\n\n def delete(self, obj=None):\n \"\"\"deletes an object\"\"\"\n if not self.__session:\n self.reload()\n if obj:\n self.__session.delete(obj)\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n\n def get(self, cls, id):\n \"\"\"Retrieve an object\"\"\"\n if cls is 'Website' and id is not None and type(id) is str:\n return self.__session.query(Website).filter(Website.short_url == id\n ).first()\n elif cls is not None and type(cls) is str and id is not None and type(\n id) is str and cls in classes:\n cls = classes[cls]\n result = self.__session.query(cls).filter(cls.id == id).first()\n return result\n else:\n return None\n\n def count(self, cls=None):\n \"\"\"Count number of objects in storage\"\"\"\n total = 0\n if type(cls) == str and cls in classes:\n cls = classes[cls]\n total = self.__session.query(cls).count()\n elif cls is None:\n for cls in classes.values():\n total += self.__session.query(cls).count()\n return total\n <function token>\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n <docstring token>\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'.format(\n user, passwd, host, database))\n <function token>\n\n def reload(self):\n \"\"\"reloads objects from the database\"\"\"\n session_factory = sessionmaker(bind=self.__engine, expire_on_commit\n =False)\n Base.metadata.create_all(self.__engine)\n self.__session = scoped_session(session_factory)\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n <function token>\n\n def delete(self, obj=None):\n \"\"\"deletes an object\"\"\"\n if not self.__session:\n self.reload()\n if obj:\n self.__session.delete(obj)\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n\n def get(self, cls, id):\n \"\"\"Retrieve an object\"\"\"\n if cls is 'Website' and id is not None and type(id) is str:\n return self.__session.query(Website).filter(Website.short_url == id\n ).first()\n elif cls is not None and type(cls) is str and id is not None and type(\n id) is str and cls in classes:\n cls = classes[cls]\n result = self.__session.query(cls).filter(cls.id == id).first()\n return result\n else:\n return None\n\n def count(self, cls=None):\n \"\"\"Count number of objects in storage\"\"\"\n total = 0\n if type(cls) == str and cls in classes:\n cls = classes[cls]\n total = self.__session.query(cls).count()\n elif cls is None:\n for cls in classes.values():\n total += self.__session.query(cls).count()\n return total\n <function token>\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n <docstring token>\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'.format(\n user, passwd, host, database))\n <function token>\n\n def reload(self):\n \"\"\"reloads objects from the database\"\"\"\n session_factory = sessionmaker(bind=self.__engine, expire_on_commit\n =False)\n Base.metadata.create_all(self.__engine)\n self.__session = scoped_session(session_factory)\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n <function token>\n\n def delete(self, obj=None):\n \"\"\"deletes an object\"\"\"\n if not self.__session:\n self.reload()\n if obj:\n self.__session.delete(obj)\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n <function token>\n\n def count(self, cls=None):\n \"\"\"Count number of objects in storage\"\"\"\n total = 0\n if type(cls) == str and cls in classes:\n cls = classes[cls]\n total = self.__session.query(cls).count()\n elif cls is None:\n for cls in classes.values():\n total += self.__session.query(cls).count()\n return total\n <function token>\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n <docstring token>\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'.format(\n user, passwd, host, database))\n <function token>\n <function token>\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n <function token>\n\n def delete(self, obj=None):\n \"\"\"deletes an object\"\"\"\n if not self.__session:\n self.reload()\n if obj:\n self.__session.delete(obj)\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n <function token>\n\n def count(self, cls=None):\n \"\"\"Count number of objects in storage\"\"\"\n total = 0\n if type(cls) == str and cls in classes:\n cls = classes[cls]\n total = self.__session.query(cls).count()\n elif cls is None:\n for cls in classes.values():\n total += self.__session.query(cls).count()\n return total\n <function token>\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n <docstring token>\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'.format(\n user, passwd, host, database))\n <function token>\n <function token>\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n <function token>\n\n def delete(self, obj=None):\n \"\"\"deletes an object\"\"\"\n if not self.__session:\n self.reload()\n if obj:\n self.__session.delete(obj)\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n <function token>\n <function token>\n <function token>\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n <docstring token>\n\n def __init__(self):\n \"\"\"Initializes the database object\"\"\"\n user = os.getenv('URL_MYSQL_USER')\n passwd = os.getenv('URL_MYSQL_PWD')\n host = os.getenv('URL_MYSQL_HOST')\n database = os.getenv('URL_MYSQL_DB')\n self.__engine = create_engine('mysql+mysqldb://{}:{}@{}/{}'.format(\n user, passwd, host, database))\n <function token>\n <function token>\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n <function token>\n <function token>\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n <function token>\n <function token>\n <function token>\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n <docstring token>\n <function token>\n <function token>\n <function token>\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n <function token>\n <function token>\n\n def close(self):\n \"\"\"Dispose of current session if active\"\"\"\n self.__session.remove()\n <function token>\n <function token>\n <function token>\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n <docstring token>\n <function token>\n <function token>\n <function token>\n\n def new(self, obj):\n \"\"\"creates a new object\"\"\"\n self.__session.add(obj)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n", "<docstring token>\n<import token>\n<assignment token>\n\n\nclass DBStorage:\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n", "<docstring token>\n<import token>\n<assignment token>\n<class token>\n" ]

[ "# COMMAND LINE INTERFACE CLASS\n\n# do enough to create a data.json file from scatch with the current test data\n\nimport json\nimport glob\nfrom file import File\nfrom chip import Chip\nfrom tile import Tile\n\nclass CLI:\n\t'''\n\tMETHODS:\n\t\t- ability to display a tile's initialized chips\n\t\t- ability to display a tile's uart path\n\t\t- ability to display a chip's config data\n\t\t- ability to display a chip's config file path\n\n\t\t- ability to add a new tile by inputting serial number\n\t\t- ability to add a new uart path to the tile\n\t\t- ability to save all data when program is going inactive (.larpix ext)\n\t\t- ability to copy all data onto a <file1>.larpix backup\n\t\t- ability to open all data when program is going active (.larpix ext)\n\t\t- ability to change a tile's info/ chip's info (more advanced method)\n\n\tATTRIBUTES:\n\t\t- a menu showing a user which actions to perform\n\t'''\n\tdef __init__(self):\n\t\tprint(\"Initializing interface...\")\n\t\tself.init_file = File('', [False, False, True])\n\t\tself.init_data = self.init_file.open_file()\n\t\tprint(\"Interface initialized!\")\n\n\t\tself.tile_arr = []\n\n\n\tdef display_menu(self):\n\t\tprint('\\n')\n\t\tprint(\"Welcome to the UTA LArPix QC Testing Database, choose an option...\")\n\t\tprint(\"(1) Add a new tile to the database\") # input serial number -> initialize chips, uarts, and configs\n\t\tprint(\"(2) Display all tiles saved to the database\")\n\t\tprint(\"(q) Save and exit program\")\n\t\tprint('\\n')\n\n\n\tdef add_tile(self):\n\t\ttile_input = str(input(\"Enter a tile serial number (000, 001, 002, etc...) or quit (q): \")).lower()\n\t\tif tile_input == 'q': pass\n\t\telse:\n\t\t\ttry:\n\t\t\t\ttile = Tile(tile_input)\n\t\t\t\tprint(\"Data found for: {}\".format(tile))\n\t\t\t\tprint(\"Adding tile to database...\")\n\t\t\t\tself.tile_arr.append(tile)\n\t\t\texcept:\n\t\t\t\tpass\n\n\n\tdef display_all_tiles(self):\n\t\tfor tile in self.tile_arr: print(\"{}\".format(tile))\n\n\n\tdef save(self):\n\t\tdata = {\n\t\t\t\t\"data\": [\n\t\t\t\t\t{\n\t\t\t\t\t\t\"serial_number\": tile.serial_num,\n\t\t\t\t\t\t\"uart_path\": tile.uart_data, \n\t\t\t\t\t\t\"chips\": [\n\t\t\t\t\t\t\t{\n\t\t\t\t\t\t\t\t\"chip_id\": chip.chip_id,\n\t\t\t\t\t\t\t\t\"chip_config\": chip.config_data\n\t\t\t\t\t\t\t} for chip in tile.chips\n\t\t\t\t\t\t]\n\t\t\t\t\t} for tile in self.tile_arr\n\t\t\t\t]\n\t\t\t}\n\t\tjson_object = json.dumps(data, indent = 4)\n\t\tself.init_file.save_file(json_object)\n\n\n\tdef run(self):\n\t\twhile True:\n\t\t\tself.display_menu()\n\t\t\tmenu_input = str(input(\"Enter an option: \")).lower()\n\n\t\t\tif menu_input == 'q':\n\t\t\t\tself.save()\n\t\t\t\tbreak\n\t\t\telif menu_input == '1':\n\t\t\t\tself.add_tile()\n\t\t\t\tcontinue\n\t\t\telif menu_input == '2':\n\t\t\t\tself.display_all_tiles()\n\t\t\t\tcontinue\n\t\t\telse:\n\t\t\t\tprint(\"Not an acceptable input! Try again!\")\n\t\t\t\tcontinue\n\n\nif __name__ == \"__main__\":\n\tinterface = CLI()\n\tinterface.run()\n", "import json\nimport glob\nfrom file import File\nfrom chip import Chip\nfrom tile import Tile\n\n\nclass CLI:\n \"\"\"\n\tMETHODS:\n\t\t- ability to display a tile's initialized chips\n\t\t- ability to display a tile's uart path\n\t\t- ability to display a chip's config data\n\t\t- ability to display a chip's config file path\n\n\t\t- ability to add a new tile by inputting serial number\n\t\t- ability to add a new uart path to the tile\n\t\t- ability to save all data when program is going inactive (.larpix ext)\n\t\t- ability to copy all data onto a <file1>.larpix backup\n\t\t- ability to open all data when program is going active (.larpix ext)\n\t\t- ability to change a tile's info/ chip's info (more advanced method)\n\n\tATTRIBUTES:\n\t\t- a menu showing a user which actions to perform\n\t\"\"\"\n\n def __init__(self):\n print('Initializing interface...')\n self.init_file = File('', [False, False, True])\n self.init_data = self.init_file.open_file()\n print('Interface initialized!')\n self.tile_arr = []\n\n def display_menu(self):\n print('\\n')\n print(\n 'Welcome to the UTA LArPix QC Testing Database, choose an option...'\n )\n print('(1) Add a new tile to the database')\n print('(2) Display all tiles saved to the database')\n print('(q) Save and exit program')\n print('\\n')\n\n def add_tile(self):\n tile_input = str(input(\n 'Enter a tile serial number (000, 001, 002, etc...) or quit (q): ')\n ).lower()\n if tile_input == 'q':\n pass\n else:\n try:\n tile = Tile(tile_input)\n print('Data found for: {}'.format(tile))\n print('Adding tile to database...')\n self.tile_arr.append(tile)\n except:\n pass\n\n def display_all_tiles(self):\n for tile in self.tile_arr:\n print('{}'.format(tile))\n\n def save(self):\n data = {'data': [{'serial_number': tile.serial_num, 'uart_path':\n tile.uart_data, 'chips': [{'chip_id': chip.chip_id,\n 'chip_config': chip.config_data} for chip in tile.chips]} for\n tile in self.tile_arr]}\n json_object = json.dumps(data, indent=4)\n self.init_file.save_file(json_object)\n\n def run(self):\n while True:\n self.display_menu()\n menu_input = str(input('Enter an option: ')).lower()\n if menu_input == 'q':\n self.save()\n break\n elif menu_input == '1':\n self.add_tile()\n continue\n elif menu_input == '2':\n self.display_all_tiles()\n continue\n else:\n print('Not an acceptable input! Try again!')\n continue\n\n\nif __name__ == '__main__':\n interface = CLI()\n interface.run()\n", "<import token>\n\n\nclass CLI:\n \"\"\"\n\tMETHODS:\n\t\t- ability to display a tile's initialized chips\n\t\t- ability to display a tile's uart path\n\t\t- ability to display a chip's config data\n\t\t- ability to display a chip's config file path\n\n\t\t- ability to add a new tile by inputting serial number\n\t\t- ability to add a new uart path to the tile\n\t\t- ability to save all data when program is going inactive (.larpix ext)\n\t\t- ability to copy all data onto a <file1>.larpix backup\n\t\t- ability to open all data when program is going active (.larpix ext)\n\t\t- ability to change a tile's info/ chip's info (more advanced method)\n\n\tATTRIBUTES:\n\t\t- a menu showing a user which actions to perform\n\t\"\"\"\n\n def __init__(self):\n print('Initializing interface...')\n self.init_file = File('', [False, False, True])\n self.init_data = self.init_file.open_file()\n print('Interface initialized!')\n self.tile_arr = []\n\n def display_menu(self):\n print('\\n')\n print(\n 'Welcome to the UTA LArPix QC Testing Database, choose an option...'\n )\n print('(1) Add a new tile to the database')\n print('(2) Display all tiles saved to the database')\n print('(q) Save and exit program')\n print('\\n')\n\n def add_tile(self):\n tile_input = str(input(\n 'Enter a tile serial number (000, 001, 002, etc...) or quit (q): ')\n ).lower()\n if tile_input == 'q':\n pass\n else:\n try:\n tile = Tile(tile_input)\n print('Data found for: {}'.format(tile))\n print('Adding tile to database...')\n self.tile_arr.append(tile)\n except:\n pass\n\n def display_all_tiles(self):\n for tile in self.tile_arr:\n print('{}'.format(tile))\n\n def save(self):\n data = {'data': [{'serial_number': tile.serial_num, 'uart_path':\n tile.uart_data, 'chips': [{'chip_id': chip.chip_id,\n 'chip_config': chip.config_data} for chip in tile.chips]} for\n tile in self.tile_arr]}\n json_object = json.dumps(data, indent=4)\n self.init_file.save_file(json_object)\n\n def run(self):\n while True:\n self.display_menu()\n menu_input = str(input('Enter an option: ')).lower()\n if menu_input == 'q':\n self.save()\n break\n elif menu_input == '1':\n self.add_tile()\n continue\n elif menu_input == '2':\n self.display_all_tiles()\n continue\n else:\n print('Not an acceptable input! Try again!')\n continue\n\n\nif __name__ == '__main__':\n interface = CLI()\n interface.run()\n", "<import token>\n\n\nclass CLI:\n \"\"\"\n\tMETHODS:\n\t\t- ability to display a tile's initialized chips\n\t\t- ability to display a tile's uart path\n\t\t- ability to display a chip's config data\n\t\t- ability to display a chip's config file path\n\n\t\t- ability to add a new tile by inputting serial number\n\t\t- ability to add a new uart path to the tile\n\t\t- ability to save all data when program is going inactive (.larpix ext)\n\t\t- ability to copy all data onto a <file1>.larpix backup\n\t\t- ability to open all data when program is going active (.larpix ext)\n\t\t- ability to change a tile's info/ chip's info (more advanced method)\n\n\tATTRIBUTES:\n\t\t- a menu showing a user which actions to perform\n\t\"\"\"\n\n def __init__(self):\n print('Initializing interface...')\n self.init_file = File('', [False, False, True])\n self.init_data = self.init_file.open_file()\n print('Interface initialized!')\n self.tile_arr = []\n\n def display_menu(self):\n print('\\n')\n print(\n 'Welcome to the UTA LArPix QC Testing Database, choose an option...'\n )\n print('(1) Add a new tile to the database')\n print('(2) Display all tiles saved to the database')\n print('(q) Save and exit program')\n print('\\n')\n\n def add_tile(self):\n tile_input = str(input(\n 'Enter a tile serial number (000, 001, 002, etc...) or quit (q): ')\n ).lower()\n if tile_input == 'q':\n pass\n else:\n try:\n tile = Tile(tile_input)\n print('Data found for: {}'.format(tile))\n print('Adding tile to database...')\n self.tile_arr.append(tile)\n except:\n pass\n\n def display_all_tiles(self):\n for tile in self.tile_arr:\n print('{}'.format(tile))\n\n def save(self):\n data = {'data': [{'serial_number': tile.serial_num, 'uart_path':\n tile.uart_data, 'chips': [{'chip_id': chip.chip_id,\n 'chip_config': chip.config_data} for chip in tile.chips]} for\n tile in self.tile_arr]}\n json_object = json.dumps(data, indent=4)\n self.init_file.save_file(json_object)\n\n def run(self):\n while True:\n self.display_menu()\n menu_input = str(input('Enter an option: ')).lower()\n if menu_input == 'q':\n self.save()\n break\n elif menu_input == '1':\n self.add_tile()\n continue\n elif menu_input == '2':\n self.display_all_tiles()\n continue\n else:\n print('Not an acceptable input! Try again!')\n continue\n\n\n<code token>\n", "<import token>\n\n\nclass CLI:\n <docstring token>\n\n def __init__(self):\n print('Initializing interface...')\n self.init_file = File('', [False, False, True])\n self.init_data = self.init_file.open_file()\n print('Interface initialized!')\n self.tile_arr = []\n\n def display_menu(self):\n print('\\n')\n print(\n 'Welcome to the UTA LArPix QC Testing Database, choose an option...'\n )\n print('(1) Add a new tile to the database')\n print('(2) Display all tiles saved to the database')\n print('(q) Save and exit program')\n print('\\n')\n\n def add_tile(self):\n tile_input = str(input(\n 'Enter a tile serial number (000, 001, 002, etc...) or quit (q): ')\n ).lower()\n if tile_input == 'q':\n pass\n else:\n try:\n tile = Tile(tile_input)\n print('Data found for: {}'.format(tile))\n print('Adding tile to database...')\n self.tile_arr.append(tile)\n except:\n pass\n\n def display_all_tiles(self):\n for tile in self.tile_arr:\n print('{}'.format(tile))\n\n def save(self):\n data = {'data': [{'serial_number': tile.serial_num, 'uart_path':\n tile.uart_data, 'chips': [{'chip_id': chip.chip_id,\n 'chip_config': chip.config_data} for chip in tile.chips]} for\n tile in self.tile_arr]}\n json_object = json.dumps(data, indent=4)\n self.init_file.save_file(json_object)\n\n def run(self):\n while True:\n self.display_menu()\n menu_input = str(input('Enter an option: ')).lower()\n if menu_input == 'q':\n self.save()\n break\n elif menu_input == '1':\n self.add_tile()\n continue\n elif menu_input == '2':\n self.display_all_tiles()\n continue\n else:\n print('Not an acceptable input! Try again!')\n continue\n\n\n<code token>\n", "<import token>\n\n\nclass CLI:\n <docstring token>\n\n def __init__(self):\n print('Initializing interface...')\n self.init_file = File('', [False, False, True])\n self.init_data = self.init_file.open_file()\n print('Interface initialized!')\n self.tile_arr = []\n\n def display_menu(self):\n print('\\n')\n print(\n 'Welcome to the UTA LArPix QC Testing Database, choose an option...'\n )\n print('(1) Add a new tile to the database')\n print('(2) Display all tiles saved to the database')\n print('(q) Save and exit program')\n print('\\n')\n <function token>\n\n def display_all_tiles(self):\n for tile in self.tile_arr:\n print('{}'.format(tile))\n\n def save(self):\n data = {'data': [{'serial_number': tile.serial_num, 'uart_path':\n tile.uart_data, 'chips': [{'chip_id': chip.chip_id,\n 'chip_config': chip.config_data} for chip in tile.chips]} for\n tile in self.tile_arr]}\n json_object = json.dumps(data, indent=4)\n self.init_file.save_file(json_object)\n\n def run(self):\n while True:\n self.display_menu()\n menu_input = str(input('Enter an option: ')).lower()\n if menu_input == 'q':\n self.save()\n break\n elif menu_input == '1':\n self.add_tile()\n continue\n elif menu_input == '2':\n self.display_all_tiles()\n continue\n else:\n print('Not an acceptable input! Try again!')\n continue\n\n\n<code token>\n", "<import token>\n\n\nclass CLI:\n <docstring token>\n\n def __init__(self):\n print('Initializing interface...')\n self.init_file = File('', [False, False, True])\n self.init_data = self.init_file.open_file()\n print('Interface initialized!')\n self.tile_arr = []\n\n def display_menu(self):\n print('\\n')\n print(\n 'Welcome to the UTA LArPix QC Testing Database, choose an option...'\n )\n print('(1) Add a new tile to the database')\n print('(2) Display all tiles saved to the database')\n print('(q) Save and exit program')\n print('\\n')\n <function token>\n <function token>\n\n def save(self):\n data = {'data': [{'serial_number': tile.serial_num, 'uart_path':\n tile.uart_data, 'chips': [{'chip_id': chip.chip_id,\n 'chip_config': chip.config_data} for chip in tile.chips]} for\n tile in self.tile_arr]}\n json_object = json.dumps(data, indent=4)\n self.init_file.save_file(json_object)\n\n def run(self):\n while True:\n self.display_menu()\n menu_input = str(input('Enter an option: ')).lower()\n if menu_input == 'q':\n self.save()\n break\n elif menu_input == '1':\n self.add_tile()\n continue\n elif menu_input == '2':\n self.display_all_tiles()\n continue\n else:\n print('Not an acceptable input! Try again!')\n continue\n\n\n<code token>\n", "<import token>\n\n\nclass CLI:\n <docstring token>\n <function token>\n\n def display_menu(self):\n print('\\n')\n print(\n 'Welcome to the UTA LArPix QC Testing Database, choose an option...'\n )\n print('(1) Add a new tile to the database')\n print('(2) Display all tiles saved to the database')\n print('(q) Save and exit program')\n print('\\n')\n <function token>\n <function token>\n\n def save(self):\n data = {'data': [{'serial_number': tile.serial_num, 'uart_path':\n tile.uart_data, 'chips': [{'chip_id': chip.chip_id,\n 'chip_config': chip.config_data} for chip in tile.chips]} for\n tile in self.tile_arr]}\n json_object = json.dumps(data, indent=4)\n self.init_file.save_file(json_object)\n\n def run(self):\n while True:\n self.display_menu()\n menu_input = str(input('Enter an option: ')).lower()\n if menu_input == 'q':\n self.save()\n break\n elif menu_input == '1':\n self.add_tile()\n continue\n elif menu_input == '2':\n self.display_all_tiles()\n continue\n else:\n print('Not an acceptable input! Try again!')\n continue\n\n\n<code token>\n", "<import token>\n\n\nclass CLI:\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def save(self):\n data = {'data': [{'serial_number': tile.serial_num, 'uart_path':\n tile.uart_data, 'chips': [{'chip_id': chip.chip_id,\n 'chip_config': chip.config_data} for chip in tile.chips]} for\n tile in self.tile_arr]}\n json_object = json.dumps(data, indent=4)\n self.init_file.save_file(json_object)\n\n def run(self):\n while True:\n self.display_menu()\n menu_input = str(input('Enter an option: ')).lower()\n if menu_input == 'q':\n self.save()\n break\n elif menu_input == '1':\n self.add_tile()\n continue\n elif menu_input == '2':\n self.display_all_tiles()\n continue\n else:\n print('Not an acceptable input! Try again!')\n continue\n\n\n<code token>\n", "<import token>\n\n\nclass CLI:\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def save(self):\n data = {'data': [{'serial_number': tile.serial_num, 'uart_path':\n tile.uart_data, 'chips': [{'chip_id': chip.chip_id,\n 'chip_config': chip.config_data} for chip in tile.chips]} for\n tile in self.tile_arr]}\n json_object = json.dumps(data, indent=4)\n self.init_file.save_file(json_object)\n <function token>\n\n\n<code token>\n", "<import token>\n\n\nclass CLI:\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n<class token>\n<code token>\n" ]

[ "#! /usr/bin/env python \n\n#encoding=utf-8 \n\nimport threading\nimport time\nfrom multiprocessing import Queue\nimport os\nimport sys\nimport subprocess\n\nqueue = Queue()\n\ndef initQueue():\n global queue\n file_object = open(\"curllist.txt\", \"r\")\n for line in file_object:\n queue.put(line)\n\nclass Consumer(threading.Thread):\n def run(self):\n global queue\n while queue.qsize() > 0:\n cmd = queue.get()\n if cmd.strip() == \"testcmd\":\n time.sleep(10)\n msg = self.name + '执行了 '+ cmd\n print(msg)\n #os.system(cmd)\n #output = os.popen(cmd)\n #print(\"output is : \",self.name,output.readlines())\n print(\"output is : \",subprocess.check_output(cmd))\n time.sleep(0.01)\n\ndef main():\n initQueue()\n size = queue.qsize()\n for i in range(size):\n c = Consumer()\n c.start()\n\nif __name__ == '__main__':\n main()\n", "import threading\nimport time\nfrom multiprocessing import Queue\nimport os\nimport sys\nimport subprocess\nqueue = Queue()\n\n\ndef initQueue():\n global queue\n file_object = open('curllist.txt', 'r')\n for line in file_object:\n queue.put(line)\n\n\nclass Consumer(threading.Thread):\n\n def run(self):\n global queue\n while queue.qsize() > 0:\n cmd = queue.get()\n if cmd.strip() == 'testcmd':\n time.sleep(10)\n msg = self.name + '执行了 ' + cmd\n print(msg)\n print('output is : ', subprocess.check_output(cmd))\n time.sleep(0.01)\n\n\ndef main():\n initQueue()\n size = queue.qsize()\n for i in range(size):\n c = Consumer()\n c.start()\n\n\nif __name__ == '__main__':\n main()\n", "<import token>\nqueue = Queue()\n\n\ndef initQueue():\n global queue\n file_object = open('curllist.txt', 'r')\n for line in file_object:\n queue.put(line)\n\n\nclass Consumer(threading.Thread):\n\n def run(self):\n global queue\n while queue.qsize() > 0:\n cmd = queue.get()\n if cmd.strip() == 'testcmd':\n time.sleep(10)\n msg = self.name + '执行了 ' + cmd\n print(msg)\n print('output is : ', subprocess.check_output(cmd))\n time.sleep(0.01)\n\n\ndef main():\n initQueue()\n size = queue.qsize()\n for i in range(size):\n c = Consumer()\n c.start()\n\n\nif __name__ == '__main__':\n main()\n", "<import token>\n<assignment token>\n\n\ndef initQueue():\n global queue\n file_object = open('curllist.txt', 'r')\n for line in file_object:\n queue.put(line)\n\n\nclass Consumer(threading.Thread):\n\n def run(self):\n global queue\n while queue.qsize() > 0:\n cmd = queue.get()\n if cmd.strip() == 'testcmd':\n time.sleep(10)\n msg = self.name + '执行了 ' + cmd\n print(msg)\n print('output is : ', subprocess.check_output(cmd))\n time.sleep(0.01)\n\n\ndef main():\n initQueue()\n size = queue.qsize()\n for i in range(size):\n c = Consumer()\n c.start()\n\n\nif __name__ == '__main__':\n main()\n", "<import token>\n<assignment token>\n\n\ndef initQueue():\n global queue\n file_object = open('curllist.txt', 'r')\n for line in file_object:\n queue.put(line)\n\n\nclass Consumer(threading.Thread):\n\n def run(self):\n global queue\n while queue.qsize() > 0:\n cmd = queue.get()\n if cmd.strip() == 'testcmd':\n time.sleep(10)\n msg = self.name + '执行了 ' + cmd\n print(msg)\n print('output is : ', subprocess.check_output(cmd))\n time.sleep(0.01)\n\n\ndef main():\n initQueue()\n size = queue.qsize()\n for i in range(size):\n c = Consumer()\n c.start()\n\n\n<code token>\n", "<import token>\n<assignment token>\n\n\ndef initQueue():\n global queue\n file_object = open('curllist.txt', 'r')\n for line in file_object:\n queue.put(line)\n\n\nclass Consumer(threading.Thread):\n\n def run(self):\n global queue\n while queue.qsize() > 0:\n cmd = queue.get()\n if cmd.strip() == 'testcmd':\n time.sleep(10)\n msg = self.name + '执行了 ' + cmd\n print(msg)\n print('output is : ', subprocess.check_output(cmd))\n time.sleep(0.01)\n\n\n<function token>\n<code token>\n", "<import token>\n<assignment token>\n<function token>\n\n\nclass Consumer(threading.Thread):\n\n def run(self):\n global queue\n while queue.qsize() > 0:\n cmd = queue.get()\n if cmd.strip() == 'testcmd':\n time.sleep(10)\n msg = self.name + '执行了 ' + cmd\n print(msg)\n print('output is : ', subprocess.check_output(cmd))\n time.sleep(0.01)\n\n\n<function token>\n<code token>\n", "<import token>\n<assignment token>\n<function token>\n\n\nclass Consumer(threading.Thread):\n <function token>\n\n\n<function token>\n<code token>\n", "<import token>\n<assignment token>\n<function token>\n<class token>\n<function token>\n<code token>\n" ]

[ "class Entity:\r\n\r\n def __init__(self, entityId):\r\n self.__entityId = entityId\r\n\r\n @property\r\n def entityId(self):\r\n return self.__entityId\r\n\r\n @entityId.setter\r\n def entityId(self, idEnt):\r\n self.__entityId = idEnt\r\n", "class Entity:\n\n def __init__(self, entityId):\n self.__entityId = entityId\n\n @property\n def entityId(self):\n return self.__entityId\n\n @entityId.setter\n def entityId(self, idEnt):\n self.__entityId = idEnt\n", "class Entity:\n\n def __init__(self, entityId):\n self.__entityId = entityId\n <function token>\n\n @entityId.setter\n def entityId(self, idEnt):\n self.__entityId = idEnt\n", "class Entity:\n <function token>\n <function token>\n\n @entityId.setter\n def entityId(self, idEnt):\n self.__entityId = idEnt\n", "class Entity:\n <function token>\n <function token>\n <function token>\n", "<class token>\n" ]

[ "def max_array(a,k):\n # print(k)\n list = a.split()\n sum=0\n p=[]\n n=len(list)\n pp=k\n for i in range(0,len(list)-k+1):\n l=0\n k=pp\n \n for j in range(i,k):\n \n if(j<=n):\n l=max(l,int(list[j]))\n \n pp=pp+1\n p.append(l)\n l=0\n \n print(p)\na=input()\nk=int(input())\nmax_array(a,k)\n", "def max_array(a, k):\n list = a.split()\n sum = 0\n p = []\n n = len(list)\n pp = k\n for i in range(0, len(list) - k + 1):\n l = 0\n k = pp\n for j in range(i, k):\n if j <= n:\n l = max(l, int(list[j]))\n pp = pp + 1\n p.append(l)\n l = 0\n print(p)\n\n\na = input()\nk = int(input())\nmax_array(a, k)\n", "def max_array(a, k):\n list = a.split()\n sum = 0\n p = []\n n = len(list)\n pp = k\n for i in range(0, len(list) - k + 1):\n l = 0\n k = pp\n for j in range(i, k):\n if j <= n:\n l = max(l, int(list[j]))\n pp = pp + 1\n p.append(l)\n l = 0\n print(p)\n\n\n<assignment token>\nmax_array(a, k)\n", "def max_array(a, k):\n list = a.split()\n sum = 0\n p = []\n n = len(list)\n pp = k\n for i in range(0, len(list) - k + 1):\n l = 0\n k = pp\n for j in range(i, k):\n if j <= n:\n l = max(l, int(list[j]))\n pp = pp + 1\n p.append(l)\n l = 0\n print(p)\n\n\n<assignment token>\n<code token>\n", "<function token>\n<assignment token>\n<code token>\n" ]

[ "def has_digit(digit, num):\r\n\tif digit in str(num):\r\n\t\treturn True\r\n\treturn False\r\n\r\ndef find_numbers(digit, number):\r\n\tall_nums = []\r\n\tfor num in range(0, number+1):\r\n\t\tif has_digit(digit, num):\r\n\t\t\tall_nums.append(num)\r\n\treturn all_nums\r\n\r\nif __name__ == '__main__':\r\n\tnumber = int(input(\"Enter the number \\n\"))\r\n\tdigit = input(\"Enter the digit \\n\")\r\n\r\n\tall_nums = find_numbers(digit, number)\r\n\tprint(f\"The number with the digit {digit} are - {all_nums}\" if all_nums else f\"There are no numbers that contain digit {digit}\")\r\n\r\n", "def has_digit(digit, num):\n if digit in str(num):\n return True\n return False\n\n\ndef find_numbers(digit, number):\n all_nums = []\n for num in range(0, number + 1):\n if has_digit(digit, num):\n all_nums.append(num)\n return all_nums\n\n\nif __name__ == '__main__':\n number = int(input('Enter the number \\n'))\n digit = input('Enter the digit \\n')\n all_nums = find_numbers(digit, number)\n print(f'The number with the digit {digit} are - {all_nums}' if all_nums\n else f'There are no numbers that contain digit {digit}')\n", "def has_digit(digit, num):\n if digit in str(num):\n return True\n return False\n\n\ndef find_numbers(digit, number):\n all_nums = []\n for num in range(0, number + 1):\n if has_digit(digit, num):\n all_nums.append(num)\n return all_nums\n\n\n<code token>\n", "<function token>\n\n\ndef find_numbers(digit, number):\n all_nums = []\n for num in range(0, number + 1):\n if has_digit(digit, num):\n all_nums.append(num)\n return all_nums\n\n\n<code token>\n", "<function token>\n<function token>\n<code token>\n" ]

[ "import numpy as np\nfrom scipy import sparse as ss\n\nimport torch\nfrom torch.utils.data import TensorDataset\nfrom knodle.trainer.snorkel.utils import (\n z_t_matrix_to_snorkel_matrix,\n prepare_empty_rule_matches,\n add_labels_for_empty_examples\n)\n\n\ndef test_z_t_matrix_to_snorkel_matrix():\n # test dense case\n z = np.array([\n [0, 1, 0, 0],\n [0, 0, 1, 1]\n ])\n\n t = np.array([\n [1, 0],\n [0, 1],\n [1, 0],\n [0, 1]\n ])\n\n snorkel_gold = np.array([\n [-1, 1, -1, -1],\n [-1, -1, 0, 1]\n ])\n\n snorkel_test = z_t_matrix_to_snorkel_matrix(z, t)\n np.testing.assert_equal(snorkel_gold, snorkel_test)\n\n # test sparse case\n z = ss.csr_matrix([\n [0, 1, 0, 0],\n [0, 0, 1, 1]\n ])\n\n t = ss.csr_matrix([\n [1, 0],\n [0, 1],\n [1, 0],\n [0, 1]\n ])\n\n snorkel_gold = np.array([\n [-1, 1, -1, -1],\n [-1, -1, 0, 1]\n ])\n\n snorkel_test = z_t_matrix_to_snorkel_matrix(z, t)\n np.testing.assert_equal(snorkel_gold, snorkel_test)\n\n\ndef test_label_model_data():\n num_samples = 5\n num_rules = 6\n\n rule_matches_z = np.ones((num_samples, num_rules))\n rule_matches_z[[1, 4]] = 0\n\n non_zero_mask, out_rule_matches_z = prepare_empty_rule_matches(rule_matches_z)\n\n expected_mask = np.array([True, False, True, True, False])\n expected_rule_matches = np.ones((3, num_rules))\n\n np.testing.assert_equal(non_zero_mask, expected_mask)\n np.testing.assert_equal(out_rule_matches_z, expected_rule_matches)\n\n\ndef test_other_class_labels():\n label_probs_gen = np.array([\n [0.3, 0.6, 0.0, 0.1],\n [0.2, 0.2, 0.2, 0.4],\n [1.0, 0.0, 0.0, 0.0]\n ])\n output_classes = 5\n other_class_id = 4\n\n # test without empty rows\n non_zero_mask = np.array([True, True, True])\n expected_probs = np.array([\n [0.3, 0.6, 0.0, 0.1, 0.0],\n [0.2, 0.2, 0.2, 0.4, 0.0],\n [1.0, 0.0, 0.0, 0.0, 0.0]\n ])\n label_probs = add_labels_for_empty_examples(label_probs_gen, non_zero_mask, output_classes, other_class_id)\n\n np.testing.assert_equal(label_probs, expected_probs)\n\n # test with empty rows\n non_zero_mask = np.array([True, False, False, True, True])\n expected_probs = np.array([\n [0.3, 0.6, 0.0, 0.1, 0.0],\n [0.0, 0.0, 0.0, 0.0, 1.0],\n [0.0, 0.0, 0.0, 0.0, 1.0],\n [0.2, 0.2, 0.2, 0.4, 0.0],\n [1.0, 0.0, 0.0, 0.0, 0.0]\n ])\n label_probs = add_labels_for_empty_examples(label_probs_gen, non_zero_mask, output_classes, other_class_id)\n\n np.testing.assert_equal(label_probs, expected_probs)\n", "import numpy as np\nfrom scipy import sparse as ss\nimport torch\nfrom torch.utils.data import TensorDataset\nfrom knodle.trainer.snorkel.utils import z_t_matrix_to_snorkel_matrix, prepare_empty_rule_matches, add_labels_for_empty_examples\n\n\ndef test_z_t_matrix_to_snorkel_matrix():\n z = np.array([[0, 1, 0, 0], [0, 0, 1, 1]])\n t = np.array([[1, 0], [0, 1], [1, 0], [0, 1]])\n snorkel_gold = np.array([[-1, 1, -1, -1], [-1, -1, 0, 1]])\n snorkel_test = z_t_matrix_to_snorkel_matrix(z, t)\n np.testing.assert_equal(snorkel_gold, snorkel_test)\n z = ss.csr_matrix([[0, 1, 0, 0], [0, 0, 1, 1]])\n t = ss.csr_matrix([[1, 0], [0, 1], [1, 0], [0, 1]])\n snorkel_gold = np.array([[-1, 1, -1, -1], [-1, -1, 0, 1]])\n snorkel_test = z_t_matrix_to_snorkel_matrix(z, t)\n np.testing.assert_equal(snorkel_gold, snorkel_test)\n\n\ndef test_label_model_data():\n num_samples = 5\n num_rules = 6\n rule_matches_z = np.ones((num_samples, num_rules))\n rule_matches_z[[1, 4]] = 0\n non_zero_mask, out_rule_matches_z = prepare_empty_rule_matches(\n rule_matches_z)\n expected_mask = np.array([True, False, True, True, False])\n expected_rule_matches = np.ones((3, num_rules))\n np.testing.assert_equal(non_zero_mask, expected_mask)\n np.testing.assert_equal(out_rule_matches_z, expected_rule_matches)\n\n\ndef test_other_class_labels():\n label_probs_gen = np.array([[0.3, 0.6, 0.0, 0.1], [0.2, 0.2, 0.2, 0.4],\n [1.0, 0.0, 0.0, 0.0]])\n output_classes = 5\n other_class_id = 4\n non_zero_mask = np.array([True, True, True])\n expected_probs = np.array([[0.3, 0.6, 0.0, 0.1, 0.0], [0.2, 0.2, 0.2, \n 0.4, 0.0], [1.0, 0.0, 0.0, 0.0, 0.0]])\n label_probs = add_labels_for_empty_examples(label_probs_gen,\n non_zero_mask, output_classes, other_class_id)\n np.testing.assert_equal(label_probs, expected_probs)\n non_zero_mask = np.array([True, False, False, True, True])\n expected_probs = np.array([[0.3, 0.6, 0.0, 0.1, 0.0], [0.0, 0.0, 0.0, \n 0.0, 1.0], [0.0, 0.0, 0.0, 0.0, 1.0], [0.2, 0.2, 0.2, 0.4, 0.0], [\n 1.0, 0.0, 0.0, 0.0, 0.0]])\n label_probs = add_labels_for_empty_examples(label_probs_gen,\n non_zero_mask, output_classes, other_class_id)\n np.testing.assert_equal(label_probs, expected_probs)\n", "<import token>\n\n\ndef test_z_t_matrix_to_snorkel_matrix():\n z = np.array([[0, 1, 0, 0], [0, 0, 1, 1]])\n t = np.array([[1, 0], [0, 1], [1, 0], [0, 1]])\n snorkel_gold = np.array([[-1, 1, -1, -1], [-1, -1, 0, 1]])\n snorkel_test = z_t_matrix_to_snorkel_matrix(z, t)\n np.testing.assert_equal(snorkel_gold, snorkel_test)\n z = ss.csr_matrix([[0, 1, 0, 0], [0, 0, 1, 1]])\n t = ss.csr_matrix([[1, 0], [0, 1], [1, 0], [0, 1]])\n snorkel_gold = np.array([[-1, 1, -1, -1], [-1, -1, 0, 1]])\n snorkel_test = z_t_matrix_to_snorkel_matrix(z, t)\n np.testing.assert_equal(snorkel_gold, snorkel_test)\n\n\ndef test_label_model_data():\n num_samples = 5\n num_rules = 6\n rule_matches_z = np.ones((num_samples, num_rules))\n rule_matches_z[[1, 4]] = 0\n non_zero_mask, out_rule_matches_z = prepare_empty_rule_matches(\n rule_matches_z)\n expected_mask = np.array([True, False, True, True, False])\n expected_rule_matches = np.ones((3, num_rules))\n np.testing.assert_equal(non_zero_mask, expected_mask)\n np.testing.assert_equal(out_rule_matches_z, expected_rule_matches)\n\n\ndef test_other_class_labels():\n label_probs_gen = np.array([[0.3, 0.6, 0.0, 0.1], [0.2, 0.2, 0.2, 0.4],\n [1.0, 0.0, 0.0, 0.0]])\n output_classes = 5\n other_class_id = 4\n non_zero_mask = np.array([True, True, True])\n expected_probs = np.array([[0.3, 0.6, 0.0, 0.1, 0.0], [0.2, 0.2, 0.2, \n 0.4, 0.0], [1.0, 0.0, 0.0, 0.0, 0.0]])\n label_probs = add_labels_for_empty_examples(label_probs_gen,\n non_zero_mask, output_classes, other_class_id)\n np.testing.assert_equal(label_probs, expected_probs)\n non_zero_mask = np.array([True, False, False, True, True])\n expected_probs = np.array([[0.3, 0.6, 0.0, 0.1, 0.0], [0.0, 0.0, 0.0, \n 0.0, 1.0], [0.0, 0.0, 0.0, 0.0, 1.0], [0.2, 0.2, 0.2, 0.4, 0.0], [\n 1.0, 0.0, 0.0, 0.0, 0.0]])\n label_probs = add_labels_for_empty_examples(label_probs_gen,\n non_zero_mask, output_classes, other_class_id)\n np.testing.assert_equal(label_probs, expected_probs)\n", "<import token>\n<function token>\n\n\ndef test_label_model_data():\n num_samples = 5\n num_rules = 6\n rule_matches_z = np.ones((num_samples, num_rules))\n rule_matches_z[[1, 4]] = 0\n non_zero_mask, out_rule_matches_z = prepare_empty_rule_matches(\n rule_matches_z)\n expected_mask = np.array([True, False, True, True, False])\n expected_rule_matches = np.ones((3, num_rules))\n np.testing.assert_equal(non_zero_mask, expected_mask)\n np.testing.assert_equal(out_rule_matches_z, expected_rule_matches)\n\n\ndef test_other_class_labels():\n label_probs_gen = np.array([[0.3, 0.6, 0.0, 0.1], [0.2, 0.2, 0.2, 0.4],\n [1.0, 0.0, 0.0, 0.0]])\n output_classes = 5\n other_class_id = 4\n non_zero_mask = np.array([True, True, True])\n expected_probs = np.array([[0.3, 0.6, 0.0, 0.1, 0.0], [0.2, 0.2, 0.2, \n 0.4, 0.0], [1.0, 0.0, 0.0, 0.0, 0.0]])\n label_probs = add_labels_for_empty_examples(label_probs_gen,\n non_zero_mask, output_classes, other_class_id)\n np.testing.assert_equal(label_probs, expected_probs)\n non_zero_mask = np.array([True, False, False, True, True])\n expected_probs = np.array([[0.3, 0.6, 0.0, 0.1, 0.0], [0.0, 0.0, 0.0, \n 0.0, 1.0], [0.0, 0.0, 0.0, 0.0, 1.0], [0.2, 0.2, 0.2, 0.4, 0.0], [\n 1.0, 0.0, 0.0, 0.0, 0.0]])\n label_probs = add_labels_for_empty_examples(label_probs_gen,\n non_zero_mask, output_classes, other_class_id)\n np.testing.assert_equal(label_probs, expected_probs)\n", "<import token>\n<function token>\n\n\ndef test_label_model_data():\n num_samples = 5\n num_rules = 6\n rule_matches_z = np.ones((num_samples, num_rules))\n rule_matches_z[[1, 4]] = 0\n non_zero_mask, out_rule_matches_z = prepare_empty_rule_matches(\n rule_matches_z)\n expected_mask = np.array([True, False, True, True, False])\n expected_rule_matches = np.ones((3, num_rules))\n np.testing.assert_equal(non_zero_mask, expected_mask)\n np.testing.assert_equal(out_rule_matches_z, expected_rule_matches)\n\n\n<function token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n" ]

[ "# coding:utf8\n__author__ = 'seal'\n__data__ = '7/29/17'\n\n\nfrom flask import Blueprint\n\nadmin = Blueprint(\"admin\", __name__)\n\nimport app.admin.views", "__author__ = 'seal'\n__data__ = '7/29/17'\nfrom flask import Blueprint\nadmin = Blueprint('admin', __name__)\nimport app.admin.views\n", "__author__ = 'seal'\n__data__ = '7/29/17'\n<import token>\nadmin = Blueprint('admin', __name__)\n<import token>\n", "<assignment token>\n<import token>\n<assignment token>\n<import token>\n" ]

[ "import torch\nfrom tqdm import tqdm\nimport json\n\n\nclass MovieDataSet(torch.utils.data.Dataset):\n def __init__(self, vocab, infile):\n self.vocab = vocab\n self.labels = []\n self.sentences = []\n\n line_cnt = 0\n with open(infile, \"r\") as f:\n for line in f:\n line_cnt += 1\n\n with open(infile, \"r\") as f:\n for i, line in enumerate(tqdm(f, total=line_cnt, desc=f\"Loading {infile}\", unit=\" lines\")):\n data = json.loads(line)\n self.labels.append(data[\"label\"])\n self.sentences.append([vocab.piece_to_id(p) for p in data[\"doc\"]])\n \n def __len__(self):\n assert len(self.labels) == len(self.sentences)\n return len(self.labels)\n \n def __getitem__(self, item):\n return (torch.tensor(self.labels[item]),\n torch.tensor(self.sentences[item]),\n torch.tensor([self.vocab.piece_to_id(\"[BOS]\")]))", "import torch\nfrom tqdm import tqdm\nimport json\n\n\nclass MovieDataSet(torch.utils.data.Dataset):\n\n def __init__(self, vocab, infile):\n self.vocab = vocab\n self.labels = []\n self.sentences = []\n line_cnt = 0\n with open(infile, 'r') as f:\n for line in f:\n line_cnt += 1\n with open(infile, 'r') as f:\n for i, line in enumerate(tqdm(f, total=line_cnt, desc=\n f'Loading {infile}', unit=' lines')):\n data = json.loads(line)\n self.labels.append(data['label'])\n self.sentences.append([vocab.piece_to_id(p) for p in data[\n 'doc']])\n\n def __len__(self):\n assert len(self.labels) == len(self.sentences)\n return len(self.labels)\n\n def __getitem__(self, item):\n return torch.tensor(self.labels[item]), torch.tensor(self.sentences\n [item]), torch.tensor([self.vocab.piece_to_id('[BOS]')])\n", "<import token>\n\n\nclass MovieDataSet(torch.utils.data.Dataset):\n\n def __init__(self, vocab, infile):\n self.vocab = vocab\n self.labels = []\n self.sentences = []\n line_cnt = 0\n with open(infile, 'r') as f:\n for line in f:\n line_cnt += 1\n with open(infile, 'r') as f:\n for i, line in enumerate(tqdm(f, total=line_cnt, desc=\n f'Loading {infile}', unit=' lines')):\n data = json.loads(line)\n self.labels.append(data['label'])\n self.sentences.append([vocab.piece_to_id(p) for p in data[\n 'doc']])\n\n def __len__(self):\n assert len(self.labels) == len(self.sentences)\n return len(self.labels)\n\n def __getitem__(self, item):\n return torch.tensor(self.labels[item]), torch.tensor(self.sentences\n [item]), torch.tensor([self.vocab.piece_to_id('[BOS]')])\n", "<import token>\n\n\nclass MovieDataSet(torch.utils.data.Dataset):\n <function token>\n\n def __len__(self):\n assert len(self.labels) == len(self.sentences)\n return len(self.labels)\n\n def __getitem__(self, item):\n return torch.tensor(self.labels[item]), torch.tensor(self.sentences\n [item]), torch.tensor([self.vocab.piece_to_id('[BOS]')])\n", "<import token>\n\n\nclass MovieDataSet(torch.utils.data.Dataset):\n <function token>\n <function token>\n\n def __getitem__(self, item):\n return torch.tensor(self.labels[item]), torch.tensor(self.sentences\n [item]), torch.tensor([self.vocab.piece_to_id('[BOS]')])\n", "<import token>\n\n\nclass MovieDataSet(torch.utils.data.Dataset):\n <function token>\n <function token>\n <function token>\n", "<import token>\n<class token>\n" ]

[ "from django.contrib import admin\nfrom environment.models import *\n\nclass ServiceInline(admin.TabularInline):\n\tmodel = Service\n\textra = 1\n\t\nclass JobServiceInline(admin.TabularInline):\n\tmodel = JobService\n\textra = 1\n\nclass EnvironmentAdmin(admin.ModelAdmin):\n\tfields = ['name', 'description','portal','setting']\n\tinlines = [ServiceInline]\n\tlist_display = ('name', 'description','portal','setting')\n\t\nclass ServerAdmin(admin.ModelAdmin):\n\tfields = ['hostname','type']\n\t\nclass MonitorAdmin(admin.ModelAdmin):\n\tfields = ['name','headerscript','pidscript','script','server']\n\nclass ServiceAdmin(admin.ModelAdmin):\n\tfields = ['name', 'description', 'hostname', 'port','url','logfile','server','monitored','pslocator','monitor_script']\n\tlist_display = ('name', 'description', 'hostname', 'port','url','logfile','server','monitored','pslocator','monitor_script')\n\nclass JobAdmin(admin.ModelAdmin):\n\tfields = ['name', 'description','pattern','function']\n\tinlines = [JobServiceInline]\n\tlist_display = ('name', 'description','pattern','function')\n\nclass JobServiceAdmin(admin.ModelAdmin):\n\tfields = ['name', 'description','sequence','service','job']\n\t\n\t\n\n\t\nadmin.site.register(Environment, EnvironmentAdmin)\nadmin.site.register(Service, ServiceAdmin)\nadmin.site.register(Job,JobAdmin)\nadmin.site.register(JobService,JobServiceAdmin)\nadmin.site.register(Server,ServerAdmin)\nadmin.site.register(Monitor,MonitorAdmin)\n\n# Register your models here.\n", "from django.contrib import admin\nfrom environment.models import *\n\n\nclass ServiceInline(admin.TabularInline):\n model = Service\n extra = 1\n\n\nclass JobServiceInline(admin.TabularInline):\n model = JobService\n extra = 1\n\n\nclass EnvironmentAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'portal', 'setting']\n inlines = [ServiceInline]\n list_display = 'name', 'description', 'portal', 'setting'\n\n\nclass ServerAdmin(admin.ModelAdmin):\n fields = ['hostname', 'type']\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n fields = ['name', 'headerscript', 'pidscript', 'script', 'server']\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\nadmin.site.register(Environment, EnvironmentAdmin)\nadmin.site.register(Service, ServiceAdmin)\nadmin.site.register(Job, JobAdmin)\nadmin.site.register(JobService, JobServiceAdmin)\nadmin.site.register(Server, ServerAdmin)\nadmin.site.register(Monitor, MonitorAdmin)\n", "<import token>\n\n\nclass ServiceInline(admin.TabularInline):\n model = Service\n extra = 1\n\n\nclass JobServiceInline(admin.TabularInline):\n model = JobService\n extra = 1\n\n\nclass EnvironmentAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'portal', 'setting']\n inlines = [ServiceInline]\n list_display = 'name', 'description', 'portal', 'setting'\n\n\nclass ServerAdmin(admin.ModelAdmin):\n fields = ['hostname', 'type']\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n fields = ['name', 'headerscript', 'pidscript', 'script', 'server']\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\nadmin.site.register(Environment, EnvironmentAdmin)\nadmin.site.register(Service, ServiceAdmin)\nadmin.site.register(Job, JobAdmin)\nadmin.site.register(JobService, JobServiceAdmin)\nadmin.site.register(Server, ServerAdmin)\nadmin.site.register(Monitor, MonitorAdmin)\n", "<import token>\n\n\nclass ServiceInline(admin.TabularInline):\n model = Service\n extra = 1\n\n\nclass JobServiceInline(admin.TabularInline):\n model = JobService\n extra = 1\n\n\nclass EnvironmentAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'portal', 'setting']\n inlines = [ServiceInline]\n list_display = 'name', 'description', 'portal', 'setting'\n\n\nclass ServerAdmin(admin.ModelAdmin):\n fields = ['hostname', 'type']\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n fields = ['name', 'headerscript', 'pidscript', 'script', 'server']\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n\n\nclass ServiceInline(admin.TabularInline):\n <assignment token>\n <assignment token>\n\n\nclass JobServiceInline(admin.TabularInline):\n model = JobService\n extra = 1\n\n\nclass EnvironmentAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'portal', 'setting']\n inlines = [ServiceInline]\n list_display = 'name', 'description', 'portal', 'setting'\n\n\nclass ServerAdmin(admin.ModelAdmin):\n fields = ['hostname', 'type']\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n fields = ['name', 'headerscript', 'pidscript', 'script', 'server']\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n\n\nclass JobServiceInline(admin.TabularInline):\n model = JobService\n extra = 1\n\n\nclass EnvironmentAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'portal', 'setting']\n inlines = [ServiceInline]\n list_display = 'name', 'description', 'portal', 'setting'\n\n\nclass ServerAdmin(admin.ModelAdmin):\n fields = ['hostname', 'type']\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n fields = ['name', 'headerscript', 'pidscript', 'script', 'server']\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n\n\nclass JobServiceInline(admin.TabularInline):\n <assignment token>\n <assignment token>\n\n\nclass EnvironmentAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'portal', 'setting']\n inlines = [ServiceInline]\n list_display = 'name', 'description', 'portal', 'setting'\n\n\nclass ServerAdmin(admin.ModelAdmin):\n fields = ['hostname', 'type']\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n fields = ['name', 'headerscript', 'pidscript', 'script', 'server']\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n\n\nclass EnvironmentAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'portal', 'setting']\n inlines = [ServiceInline]\n list_display = 'name', 'description', 'portal', 'setting'\n\n\nclass ServerAdmin(admin.ModelAdmin):\n fields = ['hostname', 'type']\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n fields = ['name', 'headerscript', 'pidscript', 'script', 'server']\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n\n\nclass EnvironmentAdmin(admin.ModelAdmin):\n <assignment token>\n <assignment token>\n <assignment token>\n\n\nclass ServerAdmin(admin.ModelAdmin):\n fields = ['hostname', 'type']\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n fields = ['name', 'headerscript', 'pidscript', 'script', 'server']\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass ServerAdmin(admin.ModelAdmin):\n fields = ['hostname', 'type']\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n fields = ['name', 'headerscript', 'pidscript', 'script', 'server']\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass ServerAdmin(admin.ModelAdmin):\n <assignment token>\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n fields = ['name', 'headerscript', 'pidscript', 'script', 'server']\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n fields = ['name', 'headerscript', 'pidscript', 'script', 'server']\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass MonitorAdmin(admin.ModelAdmin):\n <assignment token>\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'hostname', 'port', 'url', 'logfile',\n 'server', 'monitored', 'pslocator', 'monitor_script']\n list_display = ('name', 'description', 'hostname', 'port', 'url',\n 'logfile', 'server', 'monitored', 'pslocator', 'monitor_script')\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass ServiceAdmin(admin.ModelAdmin):\n <assignment token>\n <assignment token>\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass JobAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'pattern', 'function']\n inlines = [JobServiceInline]\n list_display = 'name', 'description', 'pattern', 'function'\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass JobAdmin(admin.ModelAdmin):\n <assignment token>\n <assignment token>\n <assignment token>\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n fields = ['name', 'description', 'sequence', 'service', 'job']\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass JobServiceAdmin(admin.ModelAdmin):\n <assignment token>\n\n\n<code token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<code token>\n" ]

[ "from .. import _type as t\nfrom .. import _base as b\nimport random\n\ndef test_meta1():\n class Rect(object):\n __metaclass__ = b.ReactiveMeta\n width = t._Type(int)\n height = t._Type(int)\n def __init__(self, width=None, height=None):\n self.width = width or 0\n self.height = height or 0\n r = Rect.rtype.get_default()\n assert isinstance(r, Rect)\n assert hasattr(r, 'width')\n assert hasattr(r, 'height')\n \ndef test_meta2():\n class Rect(b.Reactive):\n width = t._Type(int)\n height = t._Type(int)\n r = Rect.create()\n assert isinstance(r, Rect)\n assert hasattr(r, 'width')\n assert hasattr(r, 'height')\n\ndef test_meta3():\n class Polygon(b.Reactive):\n points = t.List().add_idx('multi', t._Type(int))\n p = Polygon.create()\n assert isinstance(p, Polygon)\n assert hasattr(p, 'points')\n assert isinstance(p.points, list)\n assert all( isinstance(el, int) for el in p.points)\n\ndef test_meta4():\n class Shape(b.Reactive):\n ttype = t.Union(children=[t._Type(int), t._Type(float), t._Type(str)])\n s = Shape.create()\n assert isinstance(s, Shape)\n assert hasattr(s, 'ttype')\n assert isinstance(s.ttype, (int,float,str))\n\ndef test_meta5():\n class Rect(b.Reactive):\n width = t._Type(int)\n height = t._Type(int)\n class Circle(b.Reactive):\n radius = t._Type(int)\n class Shape(b.Reactive):\n kind = t.Union(children=[t.Rtype(Rect), t.Rtype(Circle)])\n s = Shape.create()\n\n\ndef test_meta6():\n class Polygon(b.Reactive):\n points = t.List().add_idx('multi', t._Type(int))\n def __repr__(self):\n return str(self.points)\n p = Polygon.create()\n name_node = p.rnode.children[0]\n trs = []\n #==\n trs.append(name_node.replace([1,2,3], True))\n trs.append(name_node.replace([1], True))\n trs.append(name_node.append(5, True))\n trs.append(name_node.remove(1, True))\n trs.append(name_node.insert(1,6, True))\n #==\n assert isinstance(p, Polygon)\n assert hasattr(p, 'points')\n assert isinstance(p.points, list)\n assert all( isinstance(el, int) for el in p.points)\n\ndef test_meta7():\n class Polygon(b.Reactive):\n points = t.List().add_idx('multi', t._Type(int))\n def __repr__(self):\n return str(self.points)\n p = Polygon.create()\n assert isinstance(p, Polygon)\n assert hasattr(p, 'points')\n assert isinstance(p.points, list)\n assert all( isinstance(el, int) for el in p.points)\n #==\n name_node = p.rnode.children[0]\n trs = []\n #==\n trs.append(name_node.replace([1,2,3], True))\n trs.append(name_node.replace([1], True))\n trs.append(name_node.append(5, True))\n trs.append(name_node.remove(1, True))\n trs.append(name_node.insert(1,6, True))\n #==\n assert p.points == [1,6]\n for tr in reversed(trs):\n name_node.set_value(tr.reverse())\n assert p.points == []\n\ndef test_meta8():\n class Rect(b.Reactive):\n width = t._Type(int)\n height = t._Type(int)\n class Circle(b.Reactive):\n radius = t._Type(int)\n class Polygon(b.Reactive):\n points = t.List().add_idx('multi', t.Union(children=[t.Rtype(Rect), t.Rtype(Circle)]))\n def __repr__(self):\n return str(self.points)\n p = Polygon.create()\n assert isinstance(p, Polygon)\n assert hasattr(p, 'points')\n assert isinstance(p.points, list)\n assert all( isinstance(el, (Rect, Circle)) for el in p.points)\n #==\n r = Rect.create()\n c = Circle.create()\n c2 = Circle.create()\n #==\n trs = []\n points_node = p.rnode['points']\n #==\n trs.append(points_node.replace([r], True))\n trs.append(points_node.replace([c], True))\n trs.append(points_node.append(c2, True))\n trs.append(points_node.remove(1, True))\n trs.append(points_node.insert(1,c2, True))\n #==\n assert len(p.points) == 2 and all( isinstance(c, Circle) for c in p.points)\n for tr in reversed(trs):\n p.rnode.children[0].set_value(tr.reverse())\n assert p.points == []\n\ndef test_meta9():\n class Rect(b.Reactive):\n width = t._Type(int)\n height = t._Type(int)\n class Circle(b.Reactive):\n radius = t._Type(int)\n class Polygon(b.Reactive):\n points = t.List().add_idx('multi', t.Union(children=[t.Rtype(Rect), t.Rtype(Circle)]))\n def __repr__(self):\n return str(self.points)\n p = Polygon.create()\n assert isinstance(p, Polygon)\n assert hasattr(p, 'points')\n assert isinstance(p.points, list)\n assert all( isinstance(el, (Rect, Circle)) for el in p.points)\n #==\n start = [] \n r = Rect.create()\n c = Circle.create()\n c2 = Circle.create()\n #==\n trs = []\n points_node = p.rnode['points']\n #==\n trs.append(points_node.replace([c], True))\n #==\n radius_node = points_node[0]['radius']\n tr_radius = radius_node.replace(10, True)\n trs.append(tr_radius)\n trs.append(points_node.replace([r], True))\n trs.append(points_node.remove(0, True))\n #==\n assert len(p.points) == 0 and all( isinstance(c, Circle) for c in p.points)\n for tr in reversed(trs):\n if tr is tr_radius: target = radius_node\n else : target = points_node\n target.set_value(tr.reverse())\n assert p.points == []\n\ndef test_meta10():\n class Polygon(b.Reactive):\n points = t.List().add_idx('multi', \\\n t.List().add_idx('multi', t._Type(int)))\n def __repr__(self):\n return str(self.points)\n p = Polygon.create()\n p.rnode['points'].append([1,2,3], True)\n assert isinstance(p, Polygon)\n assert hasattr(p, 'points')\n assert isinstance(p.points, list)\n assert all( isinstance(el, list) for el in p.points)\n #==\n class Listener(object):\n def tr_append(self, transaction):\n print transaction\n def tr_remove(self, transaction):\n print transaction\n def tr_delete(self, transaction):\n print transaction\n def tr_replace(self, transaction):\n print transaction\n def tr_insert(self, transaction):\n print transaction\n #==\n start = p.points\n points_node = p.rnode['points']\n sublist_node = points_node[0]\n int_node = sublist_node[0]\n #==\n int_node.register(Listener())\n sublist_node.register(Listener())\n points_node.register(Listener())\n #==\n tr0 = []\n for i in range(10):\n i = random.randint(0, 50)\n tr0.append(sublist_node.append(i, True))\n #==\n trs = []\n tr_int = int_node.replace(1999, True)\n trs.append(tr_int)\n trs.append(points_node.remove(0, True))\n for tr in reversed(trs):\n target = points_node if tr != tr_int else int_node\n target.set_value(tr.reverse())\n for tr in reversed(tr0):\n target = sublist_node\n target.set_value(tr.reverse())\n assert p.points == start\n\n\ndef test_meta11():\n\n class Rect(b.Reactive):\n width = t._Type(int)\n height = t._Type(int)\n\n class Circle(b.Reactive):\n radius = t._Type(int)\n\n class Node(b.Reactive):\n name = t._Type(str)\n shape = t.Union(children=[t.Rtype(Circle), t.Rtype(Rect)])\n\n class Mesh(b.Reactive):\n path = t._Type(str)\n scale = t._Type(float)\n pos = t.List().add_idxs([t._Type(float), t._Type(float), t._Type(float)])\n\n #==\n m = Mesh.create()\n m.rnode['path'].replace(\"models/environment\", True)\n m.rnode['scale'].replace(0.25, True)\n m.rnode['pos'].replace([-8.0,42.0,0.0], True)\n n = Node.create()\n n.rnode['shape']['radius'].replace(10, True)\n n.rnode['shape'].replace(Rect.create(), True)\n n.rnode['shape']['width'].replace(10, True)\n #==\n assert isinstance(n.shape, Rect)\n assert n.shape.width == 10\n\ndef test_meta12():\n\n class Rect(b.Reactive):\n width = t._Type(int)\n height = t._Type(int)\n\n class Circle(b.Reactive):\n radius = t._Type(int)\n\n class Node(b.Reactive):\n name = t._Type(str)\n shape = t.Union(children=[t.Rtype(Circle), t.Rtype(Rect)])\n\n class Mesh(b.Reactive):\n path = t._Type(str)\n scale = t._Type(float)\n pos = t.List().add_idxs([t._Type(float), t._Type(float), t._Type(float)])\n node = t.Rtype(Node)\n\n #==\n m = Mesh.create().rnode\n m['path'].replace(\"models/environment\", True)\n m['scale'].replace(0.25, True)\n m['pos'].replace([-8.0,42.0,0.0], True)\n n = m['node']\n n['shape']['radius'].replace(10, True)\n n['shape'].replace(Rect.create(), True)\n n['shape']['width'].replace(10, True)\n #==\n inst = n.get_value()\n assert isinstance(inst.shape, Rect)\n assert inst.shape.width == 10\n return m\n\ndef test_meta13():\n\n class Mesh(b.Reactive):\n path = t._Type(str)\n scale = t._Type(float)\n pos = t.List().add_idxs([t._Type(float), t._Type(float), t._Type(float)])\n\n class Node(b.Reactive):\n name = t._Type(str)\n mesh = t.Rtype(Mesh)\n\n class Selection(b.Reactive):\n nodes = t.List().add_idx('multi', t.Rtype(Node))\n\n class World(b.Reactive):\n selection = t.Rtype(Selection)\n nodes = t.List().add_idx('multi', t.Rtype(Node))\n\n #==\n n = Node.create()\n m = n.rnode['mesh']\n m['path'].replace(\"models/environment\", True)\n m['scale'].replace(0.25, True)\n m['pos'].replace([-8.0,42.0,0.0], True)\n assert n.mesh.path == \"models/environment\"\n assert n.rnode['mesh']['path'].get_value() == \"models/environment\"\n #==\n w = World.create()\n w.rnode['nodes'].append(n, True)\n #==\n assert n.mesh.path == \"models/environment\"\n assert n.rnode['mesh']['path'].get_value() == \"models/environment\"\n #==\n assert w.nodes[0].mesh.path == \"models/environment\"\n" ]

[ "# coding: utf-8\n\nimport logging\nimport sys\n\nif 'stdout' not in globals():\n stdout = sys.stdout\nif 'stderr' not in globals():\n stderr = sys.stderr\n\nclass StdOutLogger(object):\n def __init__(self, orig, writer):\n self.orig = orig\n self.writer = writer\n self.buffer = ''\n\n def write(self, s):\n if s.endswith('\\n'):\n self.writer(self.buffer + s[0:-1])\n self.buffer = ''\n else:\n self.buffer = self.buffer + s\n\n def flush(self):\n pass\n\n def __getattr__(self, name):\n return object.__getattribute__(self.orig, name)\n\n\ndef init_logger(output_file='output.log',\n log_format='%(asctime)-15s [%(levelname)s] %(message)s'):\n logger = logging.getLogger()\n logger.handlers = []\n logger.addHandler(logging.StreamHandler(stdout))\n if output_file is not None:\n logger.addHandler(logging.FileHandler(output_file))\n for x in logger.handlers:\n x.setFormatter(logging.Formatter(log_format))\n logger.setLevel(logging.INFO)\n sys.stdout = StdOutLogger(stdout, lambda s: logger.info(s))\n sys.stderr = StdOutLogger(stderr, lambda s: logger.error(s))\n return logger\n", "import logging\nimport sys\nif 'stdout' not in globals():\n stdout = sys.stdout\nif 'stderr' not in globals():\n stderr = sys.stderr\n\n\nclass StdOutLogger(object):\n\n def __init__(self, orig, writer):\n self.orig = orig\n self.writer = writer\n self.buffer = ''\n\n def write(self, s):\n if s.endswith('\\n'):\n self.writer(self.buffer + s[0:-1])\n self.buffer = ''\n else:\n self.buffer = self.buffer + s\n\n def flush(self):\n pass\n\n def __getattr__(self, name):\n return object.__getattribute__(self.orig, name)\n\n\ndef init_logger(output_file='output.log', log_format=\n '%(asctime)-15s [%(levelname)s] %(message)s'):\n logger = logging.getLogger()\n logger.handlers = []\n logger.addHandler(logging.StreamHandler(stdout))\n if output_file is not None:\n logger.addHandler(logging.FileHandler(output_file))\n for x in logger.handlers:\n x.setFormatter(logging.Formatter(log_format))\n logger.setLevel(logging.INFO)\n sys.stdout = StdOutLogger(stdout, lambda s: logger.info(s))\n sys.stderr = StdOutLogger(stderr, lambda s: logger.error(s))\n return logger\n", "<import token>\nif 'stdout' not in globals():\n stdout = sys.stdout\nif 'stderr' not in globals():\n stderr = sys.stderr\n\n\nclass StdOutLogger(object):\n\n def __init__(self, orig, writer):\n self.orig = orig\n self.writer = writer\n self.buffer = ''\n\n def write(self, s):\n if s.endswith('\\n'):\n self.writer(self.buffer + s[0:-1])\n self.buffer = ''\n else:\n self.buffer = self.buffer + s\n\n def flush(self):\n pass\n\n def __getattr__(self, name):\n return object.__getattribute__(self.orig, name)\n\n\ndef init_logger(output_file='output.log', log_format=\n '%(asctime)-15s [%(levelname)s] %(message)s'):\n logger = logging.getLogger()\n logger.handlers = []\n logger.addHandler(logging.StreamHandler(stdout))\n if output_file is not None:\n logger.addHandler(logging.FileHandler(output_file))\n for x in logger.handlers:\n x.setFormatter(logging.Formatter(log_format))\n logger.setLevel(logging.INFO)\n sys.stdout = StdOutLogger(stdout, lambda s: logger.info(s))\n sys.stderr = StdOutLogger(stderr, lambda s: logger.error(s))\n return logger\n", "<import token>\n<code token>\n\n\nclass StdOutLogger(object):\n\n def __init__(self, orig, writer):\n self.orig = orig\n self.writer = writer\n self.buffer = ''\n\n def write(self, s):\n if s.endswith('\\n'):\n self.writer(self.buffer + s[0:-1])\n self.buffer = ''\n else:\n self.buffer = self.buffer + s\n\n def flush(self):\n pass\n\n def __getattr__(self, name):\n return object.__getattribute__(self.orig, name)\n\n\ndef init_logger(output_file='output.log', log_format=\n '%(asctime)-15s [%(levelname)s] %(message)s'):\n logger = logging.getLogger()\n logger.handlers = []\n logger.addHandler(logging.StreamHandler(stdout))\n if output_file is not None:\n logger.addHandler(logging.FileHandler(output_file))\n for x in logger.handlers:\n x.setFormatter(logging.Formatter(log_format))\n logger.setLevel(logging.INFO)\n sys.stdout = StdOutLogger(stdout, lambda s: logger.info(s))\n sys.stderr = StdOutLogger(stderr, lambda s: logger.error(s))\n return logger\n", "<import token>\n<code token>\n\n\nclass StdOutLogger(object):\n\n def __init__(self, orig, writer):\n self.orig = orig\n self.writer = writer\n self.buffer = ''\n\n def write(self, s):\n if s.endswith('\\n'):\n self.writer(self.buffer + s[0:-1])\n self.buffer = ''\n else:\n self.buffer = self.buffer + s\n\n def flush(self):\n pass\n\n def __getattr__(self, name):\n return object.__getattribute__(self.orig, name)\n\n\n<function token>\n", "<import token>\n<code token>\n\n\nclass StdOutLogger(object):\n\n def __init__(self, orig, writer):\n self.orig = orig\n self.writer = writer\n self.buffer = ''\n <function token>\n\n def flush(self):\n pass\n\n def __getattr__(self, name):\n return object.__getattribute__(self.orig, name)\n\n\n<function token>\n", "<import token>\n<code token>\n\n\nclass StdOutLogger(object):\n\n def __init__(self, orig, writer):\n self.orig = orig\n self.writer = writer\n self.buffer = ''\n <function token>\n <function token>\n\n def __getattr__(self, name):\n return object.__getattribute__(self.orig, name)\n\n\n<function token>\n", "<import token>\n<code token>\n\n\nclass StdOutLogger(object):\n <function token>\n <function token>\n <function token>\n\n def __getattr__(self, name):\n return object.__getattribute__(self.orig, name)\n\n\n<function token>\n", "<import token>\n<code token>\n\n\nclass StdOutLogger(object):\n <function token>\n <function token>\n <function token>\n <function token>\n\n\n<function token>\n", "<import token>\n<code token>\n<class token>\n<function token>\n" ]

[ "import os\nimport platform\n#import pyttsx3\n\nprint(\"#############################################################\")\nprint('Hey ' + os.getlogin() + '!! Welcome to IIEC Rise Python challenge world !!!!!')\nprint('To fetch the OS & resources details, network checks, play with files and dirs')\nprint(\"#############################################################\")\n\nprint('press 1: if you want to chat with bot : ')\nprint('press 2: if you want to drive through menu :', end='')\nop = int(input())\nwhile True:\n if(op == 1):\n print(\"enter the message please : \", end='')\n txt = input()\n if((\"dns lookup\" in txt) or (\"dns query\" in txt) or (\"perform dns\" in txt) or (\"dns resolution\" in txt) or (\"dns\" in txt)):\n print(\"enter hostname to lookup : \", end='')\n a1 = input()\n res = os.system(\"nslookup \" + a1)\n elif(\"ping\" in txt):\n print(\"enter hostname to ping : \", end='')\n a2 = input()\n res = os.system(\"ping \" + a2)\n elif((\"install tool\" in txt) or (\"install software\" in txt) or (\"application install\" in txt) or (\"add new software\" in txt) or (\"new tool\" in txt)):\n print(\"enter path to install new application :\", end='')\n fpath = input()\n cpath = os.chdir(fpath)\n print(\"changed directory is : \" + os.getcwd())\n print('enter application name to be installed :', end='')\n aname = input()\n if(aname):\n os.system(aname)\n else:\n print('invalid name')\n elif((\"print OS details\" in txt) or (\"fetch OS details\" in txt) or (\"OS and user details\" in txt) or (\"OS details\" in txt)):\n print(\"OS is : \" + platform.system())\n print(\"USer logged in is : \" + os.getlogin())\n print(\"CPU Count is : \" + str(os.cpu_count()))\n elif(\"quit\" in txt or \"bye\" in txt or \"terminate\" in txt or \"exit\" in txt):\n exit()\n\n\n if(op == 2):\n print(\"#############################################################\")\n print('Hey ' + os.getlogin() + '!! Welcome to IIEC Rise Python challenge world !!!!!')\n print('press 1: to fetch the OS & resources details')\n print('press 2: to explore network bot')\n print('press 3: to install any software (setup must be in .exe format only)')\n print('press 4: play with files and directories')\n print('press 5: quit to exit')\n print(\"#############################################################\")\n\n print('enter your choice: ', end='')\n c = int(input())\n if(c == 1):\n print(\"OS is : \" + platform.system())\n print(\"USer logged in is : \" + os.getlogin())\n print(\"CPU Count is : \" + str(os.cpu_count()))\n #print(os.getuid())\n #os.system(\"chrome\")\n\n\n if(c == 2):\n print('press 1: for ping check')\n print('press 2: for nslookup check')\n print('press 3: quit')\n \n print('######################################')\n print('enter your choice for network bot: ', end='')\n ch = int(input())\n if(ch == 1):\n print(\"enter IP or hostname to check ping: \", end='')\n ip = input()\n resp = os.system(\"ping \" + ip)\n if(resp == 0):\n print(\"Host is up\")\n else:\n print(\"down or unreachable or not valid FQDN\")\n print()\n # file = open('pingout.txt','w')\n # file.write(resp)\n # file.close()\n # r = open('pingout.txt','r')\n # if(\"0%\" in r.read()):\n # print(\"its up\")\n # elif((\"timed out\" in r.read()) or (\"host unreachable\" in r.read()) or (\"ttl expired in transit\" in r.read())):\n # print(\"There seems to be an issue reaching host\")\n # elif((\"unknown host\" in r.read()) or (\"could not find host\") in r.read()):\n # print(\"Invalid host\")\n elif(ch == 2):\n print(\"enter hostname or IP to perform DNS lookup: \", end='')\n hn = input()\n res = os.system(\"nslookup \" + hn)\n elif(ch == 3):\n exit()\n\n\n if(c == 3):\n print(\"Does the software already exists ? \")\n curfilepath = os.getcwd()\n print('current working dir is :' + curfilepath)\n print('Enter file/application path to install')\n newfilepath = input()\n chgfilepath = os.chdir(newfilepath)\n print('Changed directory is:' + os.getcwd())\n print('Below are files present in directory : ')\n print(os.listdir(chgfilepath))\n print('Enter application name to be installed :', end='')\n appname = input()\n if(appname):\n os.system(appname)\n else:\n print('invalid name')\n \n\n if(c == 4):\n print('Press 1: to create directories')\n os.makedirs(input())\n\n\n if(c == 5):\n exit()\n\n\n\n\n ", "import os\nimport platform\nprint('#############################################################')\nprint('Hey ' + os.getlogin() +\n '!! Welcome to IIEC Rise Python challenge world !!!!!')\nprint(\n 'To fetch the OS & resources details, network checks, play with files and dirs'\n )\nprint('#############################################################')\nprint('press 1: if you want to chat with bot : ')\nprint('press 2: if you want to drive through menu :', end='')\nop = int(input())\nwhile True:\n if op == 1:\n print('enter the message please : ', end='')\n txt = input()\n if ('dns lookup' in txt or 'dns query' in txt or 'perform dns' in\n txt or 'dns resolution' in txt or 'dns' in txt):\n print('enter hostname to lookup : ', end='')\n a1 = input()\n res = os.system('nslookup ' + a1)\n elif 'ping' in txt:\n print('enter hostname to ping : ', end='')\n a2 = input()\n res = os.system('ping ' + a2)\n elif 'install tool' in txt or 'install software' in txt or 'application install' in txt or 'add new software' in txt or 'new tool' in txt:\n print('enter path to install new application :', end='')\n fpath = input()\n cpath = os.chdir(fpath)\n print('changed directory is : ' + os.getcwd())\n print('enter application name to be installed :', end='')\n aname = input()\n if aname:\n os.system(aname)\n else:\n print('invalid name')\n elif 'print OS details' in txt or 'fetch OS details' in txt or 'OS and user details' in txt or 'OS details' in txt:\n print('OS is : ' + platform.system())\n print('USer logged in is : ' + os.getlogin())\n print('CPU Count is : ' + str(os.cpu_count()))\n elif 'quit' in txt or 'bye' in txt or 'terminate' in txt or 'exit' in txt:\n exit()\n if op == 2:\n print('#############################################################')\n print('Hey ' + os.getlogin() +\n '!! Welcome to IIEC Rise Python challenge world !!!!!')\n print('press 1: to fetch the OS & resources details')\n print('press 2: to explore network bot')\n print(\n 'press 3: to install any software (setup must be in .exe format only)'\n )\n print('press 4: play with files and directories')\n print('press 5: quit to exit')\n print('#############################################################')\n print('enter your choice: ', end='')\n c = int(input())\n if c == 1:\n print('OS is : ' + platform.system())\n print('USer logged in is : ' + os.getlogin())\n print('CPU Count is : ' + str(os.cpu_count()))\n if c == 2:\n print('press 1: for ping check')\n print('press 2: for nslookup check')\n print('press 3: quit')\n print('######################################')\n print('enter your choice for network bot: ', end='')\n ch = int(input())\n if ch == 1:\n print('enter IP or hostname to check ping: ', end='')\n ip = input()\n resp = os.system('ping ' + ip)\n if resp == 0:\n print('Host is up')\n else:\n print('down or unreachable or not valid FQDN')\n print()\n elif ch == 2:\n print('enter hostname or IP to perform DNS lookup: ', end='')\n hn = input()\n res = os.system('nslookup ' + hn)\n elif ch == 3:\n exit()\n if c == 3:\n print('Does the software already exists ? ')\n curfilepath = os.getcwd()\n print('current working dir is :' + curfilepath)\n print('Enter file/application path to install')\n newfilepath = input()\n chgfilepath = os.chdir(newfilepath)\n print('Changed directory is:' + os.getcwd())\n print('Below are files present in directory : ')\n print(os.listdir(chgfilepath))\n print('Enter application name to be installed :', end='')\n appname = input()\n if appname:\n os.system(appname)\n else:\n print('invalid name')\n if c == 4:\n print('Press 1: to create directories')\n os.makedirs(input())\n if c == 5:\n exit()\n", "<import token>\nprint('#############################################################')\nprint('Hey ' + os.getlogin() +\n '!! Welcome to IIEC Rise Python challenge world !!!!!')\nprint(\n 'To fetch the OS & resources details, network checks, play with files and dirs'\n )\nprint('#############################################################')\nprint('press 1: if you want to chat with bot : ')\nprint('press 2: if you want to drive through menu :', end='')\nop = int(input())\nwhile True:\n if op == 1:\n print('enter the message please : ', end='')\n txt = input()\n if ('dns lookup' in txt or 'dns query' in txt or 'perform dns' in\n txt or 'dns resolution' in txt or 'dns' in txt):\n print('enter hostname to lookup : ', end='')\n a1 = input()\n res = os.system('nslookup ' + a1)\n elif 'ping' in txt:\n print('enter hostname to ping : ', end='')\n a2 = input()\n res = os.system('ping ' + a2)\n elif 'install tool' in txt or 'install software' in txt or 'application install' in txt or 'add new software' in txt or 'new tool' in txt:\n print('enter path to install new application :', end='')\n fpath = input()\n cpath = os.chdir(fpath)\n print('changed directory is : ' + os.getcwd())\n print('enter application name to be installed :', end='')\n aname = input()\n if aname:\n os.system(aname)\n else:\n print('invalid name')\n elif 'print OS details' in txt or 'fetch OS details' in txt or 'OS and user details' in txt or 'OS details' in txt:\n print('OS is : ' + platform.system())\n print('USer logged in is : ' + os.getlogin())\n print('CPU Count is : ' + str(os.cpu_count()))\n elif 'quit' in txt or 'bye' in txt or 'terminate' in txt or 'exit' in txt:\n exit()\n if op == 2:\n print('#############################################################')\n print('Hey ' + os.getlogin() +\n '!! Welcome to IIEC Rise Python challenge world !!!!!')\n print('press 1: to fetch the OS & resources details')\n print('press 2: to explore network bot')\n print(\n 'press 3: to install any software (setup must be in .exe format only)'\n )\n print('press 4: play with files and directories')\n print('press 5: quit to exit')\n print('#############################################################')\n print('enter your choice: ', end='')\n c = int(input())\n if c == 1:\n print('OS is : ' + platform.system())\n print('USer logged in is : ' + os.getlogin())\n print('CPU Count is : ' + str(os.cpu_count()))\n if c == 2:\n print('press 1: for ping check')\n print('press 2: for nslookup check')\n print('press 3: quit')\n print('######################################')\n print('enter your choice for network bot: ', end='')\n ch = int(input())\n if ch == 1:\n print('enter IP or hostname to check ping: ', end='')\n ip = input()\n resp = os.system('ping ' + ip)\n if resp == 0:\n print('Host is up')\n else:\n print('down or unreachable or not valid FQDN')\n print()\n elif ch == 2:\n print('enter hostname or IP to perform DNS lookup: ', end='')\n hn = input()\n res = os.system('nslookup ' + hn)\n elif ch == 3:\n exit()\n if c == 3:\n print('Does the software already exists ? ')\n curfilepath = os.getcwd()\n print('current working dir is :' + curfilepath)\n print('Enter file/application path to install')\n newfilepath = input()\n chgfilepath = os.chdir(newfilepath)\n print('Changed directory is:' + os.getcwd())\n print('Below are files present in directory : ')\n print(os.listdir(chgfilepath))\n print('Enter application name to be installed :', end='')\n appname = input()\n if appname:\n os.system(appname)\n else:\n print('invalid name')\n if c == 4:\n print('Press 1: to create directories')\n os.makedirs(input())\n if c == 5:\n exit()\n", "<import token>\nprint('#############################################################')\nprint('Hey ' + os.getlogin() +\n '!! Welcome to IIEC Rise Python challenge world !!!!!')\nprint(\n 'To fetch the OS & resources details, network checks, play with files and dirs'\n )\nprint('#############################################################')\nprint('press 1: if you want to chat with bot : ')\nprint('press 2: if you want to drive through menu :', end='')\n<assignment token>\nwhile True:\n if op == 1:\n print('enter the message please : ', end='')\n txt = input()\n if ('dns lookup' in txt or 'dns query' in txt or 'perform dns' in\n txt or 'dns resolution' in txt or 'dns' in txt):\n print('enter hostname to lookup : ', end='')\n a1 = input()\n res = os.system('nslookup ' + a1)\n elif 'ping' in txt:\n print('enter hostname to ping : ', end='')\n a2 = input()\n res = os.system('ping ' + a2)\n elif 'install tool' in txt or 'install software' in txt or 'application install' in txt or 'add new software' in txt or 'new tool' in txt:\n print('enter path to install new application :', end='')\n fpath = input()\n cpath = os.chdir(fpath)\n print('changed directory is : ' + os.getcwd())\n print('enter application name to be installed :', end='')\n aname = input()\n if aname:\n os.system(aname)\n else:\n print('invalid name')\n elif 'print OS details' in txt or 'fetch OS details' in txt or 'OS and user details' in txt or 'OS details' in txt:\n print('OS is : ' + platform.system())\n print('USer logged in is : ' + os.getlogin())\n print('CPU Count is : ' + str(os.cpu_count()))\n elif 'quit' in txt or 'bye' in txt or 'terminate' in txt or 'exit' in txt:\n exit()\n if op == 2:\n print('#############################################################')\n print('Hey ' + os.getlogin() +\n '!! Welcome to IIEC Rise Python challenge world !!!!!')\n print('press 1: to fetch the OS & resources details')\n print('press 2: to explore network bot')\n print(\n 'press 3: to install any software (setup must be in .exe format only)'\n )\n print('press 4: play with files and directories')\n print('press 5: quit to exit')\n print('#############################################################')\n print('enter your choice: ', end='')\n c = int(input())\n if c == 1:\n print('OS is : ' + platform.system())\n print('USer logged in is : ' + os.getlogin())\n print('CPU Count is : ' + str(os.cpu_count()))\n if c == 2:\n print('press 1: for ping check')\n print('press 2: for nslookup check')\n print('press 3: quit')\n print('######################################')\n print('enter your choice for network bot: ', end='')\n ch = int(input())\n if ch == 1:\n print('enter IP or hostname to check ping: ', end='')\n ip = input()\n resp = os.system('ping ' + ip)\n if resp == 0:\n print('Host is up')\n else:\n print('down or unreachable or not valid FQDN')\n print()\n elif ch == 2:\n print('enter hostname or IP to perform DNS lookup: ', end='')\n hn = input()\n res = os.system('nslookup ' + hn)\n elif ch == 3:\n exit()\n if c == 3:\n print('Does the software already exists ? ')\n curfilepath = os.getcwd()\n print('current working dir is :' + curfilepath)\n print('Enter file/application path to install')\n newfilepath = input()\n chgfilepath = os.chdir(newfilepath)\n print('Changed directory is:' + os.getcwd())\n print('Below are files present in directory : ')\n print(os.listdir(chgfilepath))\n print('Enter application name to be installed :', end='')\n appname = input()\n if appname:\n os.system(appname)\n else:\n print('invalid name')\n if c == 4:\n print('Press 1: to create directories')\n os.makedirs(input())\n if c == 5:\n exit()\n", "<import token>\n<code token>\n<assignment token>\n<code token>\n" ]

[ "import os\nimport logging\n\nBASE_DIR = os.path.dirname(__file__)\n\n\ndef init_config():\n logging.basicConfig(\n format='%(asctime)-15s %(levelname)s %(message)s',\n level=logging.DEBUG)\n\n\nclass Config(object):\n\n DB_PATH = os.path.join(BASE_DIR, 'db', 'lineserver.db')\n\n API_HOST = '0.0.0.0'\n API_PORT = 8001\n\n CACHE_SIZE = 1 # In GB\n", "import os\nimport logging\nBASE_DIR = os.path.dirname(__file__)\n\n\ndef init_config():\n logging.basicConfig(format='%(asctime)-15s %(levelname)s %(message)s',\n level=logging.DEBUG)\n\n\nclass Config(object):\n DB_PATH = os.path.join(BASE_DIR, 'db', 'lineserver.db')\n API_HOST = '0.0.0.0'\n API_PORT = 8001\n CACHE_SIZE = 1\n", "<import token>\nBASE_DIR = os.path.dirname(__file__)\n\n\ndef init_config():\n logging.basicConfig(format='%(asctime)-15s %(levelname)s %(message)s',\n level=logging.DEBUG)\n\n\nclass Config(object):\n DB_PATH = os.path.join(BASE_DIR, 'db', 'lineserver.db')\n API_HOST = '0.0.0.0'\n API_PORT = 8001\n CACHE_SIZE = 1\n", "<import token>\n<assignment token>\n\n\ndef init_config():\n logging.basicConfig(format='%(asctime)-15s %(levelname)s %(message)s',\n level=logging.DEBUG)\n\n\nclass Config(object):\n DB_PATH = os.path.join(BASE_DIR, 'db', 'lineserver.db')\n API_HOST = '0.0.0.0'\n API_PORT = 8001\n CACHE_SIZE = 1\n", "<import token>\n<assignment token>\n<function token>\n\n\nclass Config(object):\n DB_PATH = os.path.join(BASE_DIR, 'db', 'lineserver.db')\n API_HOST = '0.0.0.0'\n API_PORT = 8001\n CACHE_SIZE = 1\n", "<import token>\n<assignment token>\n<function token>\n\n\nclass Config(object):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<class token>\n" ]

[ "#PRICE ALERT FOR AMAZON and SENDING MAIL and PUSH NOTIFICATION\n#CREATED BY AYUSH MISHRA\n#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\nimport requests,time,smtplib\nfrom bs4 import BeautifulSoup\nfrom notify_run import Notify\nfrom datetime import datetime\n'''\nurl = input(\"Enter your URL here : \")\ndp = int(input(\"Enter your desired price : \"))\n'''\n#-----------------------------------------------\nurl = \"https://www.amazon.in/HP-Chrom-11-6-N3060-16G/dp/B01KWCIC8C/ref=pd_sbs_147_7?_encoding=UTF8&pd_rd_i=B01KWCIC8C&pd_rd_r=49259425-6622-48ec-96e6-cc18c90cdd69&pd_rd_w=rQXI3&pd_rd_wg=cbo19&pf_rd_p=00b53f5d-d1f8-4708-89df-2987ccce05ce&pf_rd_r=GV1J135GRPJ8PEB7SGKQ&psc=1&refRID=GV1J135GRPJ8PEB7SGKQ\"\ndp = 30000\nURL = url\n#pnmsg = \"Below Rs. \"+str(dp)+\" you can get your laptop\"\nheaders = {\"User-Agent\": 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/76.0.3809.132 Safari/537.36'}\n \ndef check_price():\n page = requests.get(URL, headers=headers)\n soup= BeautifulSoup(page.content,'html.parser')\n #----------------------------------------------------- TO CHECK WHETHER soup IS WORKING OR NOT\n \n '''m=open('soupw.txt',\"wb\")\n m.write(soup.prettify().encode(\"utf-8\"))\n m.close'''\n \n #--------------------------------------------------------------------------------------\n title = soup.find(id=\"productTitle\").get_text()\n price = soup.find(id=\"priceblock_saleprice\").get_text()\n main_price = price[2:]\n #LETS MAKE IT AN INTEGER---------------------------------------------------------------\n l = len(main_price)\n if (l<=6) :\n main_price = price[2:5]\n else:\n p1 = price[2:4]\n p2 = price[5:8]\n pf = str(p1)+str(p2)\n main_price = int(pf)\n \n price_now = int(main_price)\n #VARIABLES FOR SENDING MAIL AND PUSH NOTIFICATION---------------------------------------\n title1=str(title.strip())\n main_price1 = main_price\n print(\"NAME : \"+ title1)\n print(\"CURRENT PRICE : \"+ str(main_price1))\n print(\"DESIRED PRICE : \"+ str(dp))\n #-----------------------------------------------Temporary fixed for values under Rs. 9,999\n #FUNCTION TO CHECK THE PRICE-------------------------------------------------------\n \n count = 0\n if(price_now <= dp):\n send_mail()\n push_notification()\n else:\n count = count+1\n print(\"Rechecking... Last checked at \"+str(datetime.now()))\n \n#Lets send the mail-----------------------------------------------------------------\ndef send_mail():\n server = smtplib.SMTP('smtp.gmail.com',587)\n server.ehlo()\n server.starttls()\n server.ehlo()\n try:\n server.login('[email protected]','ypjuoigfnwzqahzt')\n except:\n print(\"Wrong Mail_id or password..!\")\n exit()\n subject = \"Amazon: Product available at desired price, i.e, \"+str(dp)\n body = \"Hey Ayush \\n The price of the selected laptop on AMAZON has fallen down below Rs.\"+str(dp)+\".\\n So, hurry up & check the amazon link right now : \"+url\n msg = f\"Subject: {subject} \\n\\n {body} \"\n server.sendmail(\n '[email protected]',\n '[email protected]',\n msg\n )\n print(\"HEY AYUSH, EMAIL HAS BEEN SENT SUCCESSFULLY.\")\n \n server.quit()\n#Now lets send the push notification-------------------------------------------------\ndef push_notification():\n notify = Notify()\n notify.send(\"Below Rs.\"+str(dp)+\" you can get your Laptop\")\n print(\"HEY AYUSH, PUSH NOTIFICATION HAS BEEN SENT SUCCESSFULLY ON ANDROID\")\n \n print(\"Will check again after an hour.\")\n#Now lets check the price after 1 min ----------------------------------------------- \ncount = 0\nwhile(True):\n count += 1\n print(\"Count : \"+str(count))\n check_price()\n time.sleep(3600)\n", "import requests, time, smtplib\nfrom bs4 import BeautifulSoup\nfrom notify_run import Notify\nfrom datetime import datetime\n<docstring token>\nurl = (\n 'https://www.amazon.in/HP-Chrom-11-6-N3060-16G/dp/B01KWCIC8C/ref=pd_sbs_147_7?_encoding=UTF8&pd_rd_i=B01KWCIC8C&pd_rd_r=49259425-6622-48ec-96e6-cc18c90cdd69&pd_rd_w=rQXI3&pd_rd_wg=cbo19&pf_rd_p=00b53f5d-d1f8-4708-89df-2987ccce05ce&pf_rd_r=GV1J135GRPJ8PEB7SGKQ&psc=1&refRID=GV1J135GRPJ8PEB7SGKQ'\n )\ndp = 30000\nURL = url\nheaders = {'User-Agent':\n 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/76.0.3809.132 Safari/537.36'\n }\n\n\ndef check_price():\n page = requests.get(URL, headers=headers)\n soup = BeautifulSoup(page.content, 'html.parser')\n \"\"\"m=open('soupw.txt',\"wb\")\n m.write(soup.prettify().encode(\"utf-8\"))\n m.close\"\"\"\n title = soup.find(id='productTitle').get_text()\n price = soup.find(id='priceblock_saleprice').get_text()\n main_price = price[2:]\n l = len(main_price)\n if l <= 6:\n main_price = price[2:5]\n else:\n p1 = price[2:4]\n p2 = price[5:8]\n pf = str(p1) + str(p2)\n main_price = int(pf)\n price_now = int(main_price)\n title1 = str(title.strip())\n main_price1 = main_price\n print('NAME : ' + title1)\n print('CURRENT PRICE : ' + str(main_price1))\n print('DESIRED PRICE : ' + str(dp))\n count = 0\n if price_now <= dp:\n send_mail()\n push_notification()\n else:\n count = count + 1\n print('Rechecking... Last checked at ' + str(datetime.now()))\n\n\ndef send_mail():\n server = smtplib.SMTP('smtp.gmail.com', 587)\n server.ehlo()\n server.starttls()\n server.ehlo()\n try:\n server.login('[email protected]', 'ypjuoigfnwzqahzt')\n except:\n print('Wrong Mail_id or password..!')\n exit()\n subject = 'Amazon: Product available at desired price, i.e, ' + str(dp)\n body = (\n 'Hey Ayush \\n The price of the selected laptop on AMAZON has fallen down below Rs.'\n + str(dp) +\n \"\"\".\n So, hurry up & check the amazon link right now : \"\"\" + url)\n msg = f'Subject: {subject} \\n\\n {body} '\n server.sendmail('[email protected]', '[email protected]', msg)\n print('HEY AYUSH, EMAIL HAS BEEN SENT SUCCESSFULLY.')\n server.quit()\n\n\ndef push_notification():\n notify = Notify()\n notify.send('Below Rs.' + str(dp) + ' you can get your Laptop')\n print('HEY AYUSH, PUSH NOTIFICATION HAS BEEN SENT SUCCESSFULLY ON ANDROID')\n print('Will check again after an hour.')\n\n\ncount = 0\nwhile True:\n count += 1\n print('Count : ' + str(count))\n check_price()\n time.sleep(3600)\n", "<import token>\n<docstring token>\nurl = (\n 'https://www.amazon.in/HP-Chrom-11-6-N3060-16G/dp/B01KWCIC8C/ref=pd_sbs_147_7?_encoding=UTF8&pd_rd_i=B01KWCIC8C&pd_rd_r=49259425-6622-48ec-96e6-cc18c90cdd69&pd_rd_w=rQXI3&pd_rd_wg=cbo19&pf_rd_p=00b53f5d-d1f8-4708-89df-2987ccce05ce&pf_rd_r=GV1J135GRPJ8PEB7SGKQ&psc=1&refRID=GV1J135GRPJ8PEB7SGKQ'\n )\ndp = 30000\nURL = url\nheaders = {'User-Agent':\n 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/76.0.3809.132 Safari/537.36'\n }\n\n\ndef check_price():\n page = requests.get(URL, headers=headers)\n soup = BeautifulSoup(page.content, 'html.parser')\n \"\"\"m=open('soupw.txt',\"wb\")\n m.write(soup.prettify().encode(\"utf-8\"))\n m.close\"\"\"\n title = soup.find(id='productTitle').get_text()\n price = soup.find(id='priceblock_saleprice').get_text()\n main_price = price[2:]\n l = len(main_price)\n if l <= 6:\n main_price = price[2:5]\n else:\n p1 = price[2:4]\n p2 = price[5:8]\n pf = str(p1) + str(p2)\n main_price = int(pf)\n price_now = int(main_price)\n title1 = str(title.strip())\n main_price1 = main_price\n print('NAME : ' + title1)\n print('CURRENT PRICE : ' + str(main_price1))\n print('DESIRED PRICE : ' + str(dp))\n count = 0\n if price_now <= dp:\n send_mail()\n push_notification()\n else:\n count = count + 1\n print('Rechecking... Last checked at ' + str(datetime.now()))\n\n\ndef send_mail():\n server = smtplib.SMTP('smtp.gmail.com', 587)\n server.ehlo()\n server.starttls()\n server.ehlo()\n try:\n server.login('[email protected]', 'ypjuoigfnwzqahzt')\n except:\n print('Wrong Mail_id or password..!')\n exit()\n subject = 'Amazon: Product available at desired price, i.e, ' + str(dp)\n body = (\n 'Hey Ayush \\n The price of the selected laptop on AMAZON has fallen down below Rs.'\n + str(dp) +\n \"\"\".\n So, hurry up & check the amazon link right now : \"\"\" + url)\n msg = f'Subject: {subject} \\n\\n {body} '\n server.sendmail('[email protected]', '[email protected]', msg)\n print('HEY AYUSH, EMAIL HAS BEEN SENT SUCCESSFULLY.')\n server.quit()\n\n\ndef push_notification():\n notify = Notify()\n notify.send('Below Rs.' + str(dp) + ' you can get your Laptop')\n print('HEY AYUSH, PUSH NOTIFICATION HAS BEEN SENT SUCCESSFULLY ON ANDROID')\n print('Will check again after an hour.')\n\n\ncount = 0\nwhile True:\n count += 1\n print('Count : ' + str(count))\n check_price()\n time.sleep(3600)\n", "<import token>\n<docstring token>\n<assignment token>\n\n\ndef check_price():\n page = requests.get(URL, headers=headers)\n soup = BeautifulSoup(page.content, 'html.parser')\n \"\"\"m=open('soupw.txt',\"wb\")\n m.write(soup.prettify().encode(\"utf-8\"))\n m.close\"\"\"\n title = soup.find(id='productTitle').get_text()\n price = soup.find(id='priceblock_saleprice').get_text()\n main_price = price[2:]\n l = len(main_price)\n if l <= 6:\n main_price = price[2:5]\n else:\n p1 = price[2:4]\n p2 = price[5:8]\n pf = str(p1) + str(p2)\n main_price = int(pf)\n price_now = int(main_price)\n title1 = str(title.strip())\n main_price1 = main_price\n print('NAME : ' + title1)\n print('CURRENT PRICE : ' + str(main_price1))\n print('DESIRED PRICE : ' + str(dp))\n count = 0\n if price_now <= dp:\n send_mail()\n push_notification()\n else:\n count = count + 1\n print('Rechecking... Last checked at ' + str(datetime.now()))\n\n\ndef send_mail():\n server = smtplib.SMTP('smtp.gmail.com', 587)\n server.ehlo()\n server.starttls()\n server.ehlo()\n try:\n server.login('[email protected]', 'ypjuoigfnwzqahzt')\n except:\n print('Wrong Mail_id or password..!')\n exit()\n subject = 'Amazon: Product available at desired price, i.e, ' + str(dp)\n body = (\n 'Hey Ayush \\n The price of the selected laptop on AMAZON has fallen down below Rs.'\n + str(dp) +\n \"\"\".\n So, hurry up & check the amazon link right now : \"\"\" + url)\n msg = f'Subject: {subject} \\n\\n {body} '\n server.sendmail('[email protected]', '[email protected]', msg)\n print('HEY AYUSH, EMAIL HAS BEEN SENT SUCCESSFULLY.')\n server.quit()\n\n\ndef push_notification():\n notify = Notify()\n notify.send('Below Rs.' + str(dp) + ' you can get your Laptop')\n print('HEY AYUSH, PUSH NOTIFICATION HAS BEEN SENT SUCCESSFULLY ON ANDROID')\n print('Will check again after an hour.')\n\n\n<assignment token>\nwhile True:\n count += 1\n print('Count : ' + str(count))\n check_price()\n time.sleep(3600)\n", "<import token>\n<docstring token>\n<assignment token>\n\n\ndef check_price():\n page = requests.get(URL, headers=headers)\n soup = BeautifulSoup(page.content, 'html.parser')\n \"\"\"m=open('soupw.txt',\"wb\")\n m.write(soup.prettify().encode(\"utf-8\"))\n m.close\"\"\"\n title = soup.find(id='productTitle').get_text()\n price = soup.find(id='priceblock_saleprice').get_text()\n main_price = price[2:]\n l = len(main_price)\n if l <= 6:\n main_price = price[2:5]\n else:\n p1 = price[2:4]\n p2 = price[5:8]\n pf = str(p1) + str(p2)\n main_price = int(pf)\n price_now = int(main_price)\n title1 = str(title.strip())\n main_price1 = main_price\n print('NAME : ' + title1)\n print('CURRENT PRICE : ' + str(main_price1))\n print('DESIRED PRICE : ' + str(dp))\n count = 0\n if price_now <= dp:\n send_mail()\n push_notification()\n else:\n count = count + 1\n print('Rechecking... Last checked at ' + str(datetime.now()))\n\n\ndef send_mail():\n server = smtplib.SMTP('smtp.gmail.com', 587)\n server.ehlo()\n server.starttls()\n server.ehlo()\n try:\n server.login('[email protected]', 'ypjuoigfnwzqahzt')\n except:\n print('Wrong Mail_id or password..!')\n exit()\n subject = 'Amazon: Product available at desired price, i.e, ' + str(dp)\n body = (\n 'Hey Ayush \\n The price of the selected laptop on AMAZON has fallen down below Rs.'\n + str(dp) +\n \"\"\".\n So, hurry up & check the amazon link right now : \"\"\" + url)\n msg = f'Subject: {subject} \\n\\n {body} '\n server.sendmail('[email protected]', '[email protected]', msg)\n print('HEY AYUSH, EMAIL HAS BEEN SENT SUCCESSFULLY.')\n server.quit()\n\n\ndef push_notification():\n notify = Notify()\n notify.send('Below Rs.' + str(dp) + ' you can get your Laptop')\n print('HEY AYUSH, PUSH NOTIFICATION HAS BEEN SENT SUCCESSFULLY ON ANDROID')\n print('Will check again after an hour.')\n\n\n<assignment token>\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n\n\ndef send_mail():\n server = smtplib.SMTP('smtp.gmail.com', 587)\n server.ehlo()\n server.starttls()\n server.ehlo()\n try:\n server.login('[email protected]', 'ypjuoigfnwzqahzt')\n except:\n print('Wrong Mail_id or password..!')\n exit()\n subject = 'Amazon: Product available at desired price, i.e, ' + str(dp)\n body = (\n 'Hey Ayush \\n The price of the selected laptop on AMAZON has fallen down below Rs.'\n + str(dp) +\n \"\"\".\n So, hurry up & check the amazon link right now : \"\"\" + url)\n msg = f'Subject: {subject} \\n\\n {body} '\n server.sendmail('[email protected]', '[email protected]', msg)\n print('HEY AYUSH, EMAIL HAS BEEN SENT SUCCESSFULLY.')\n server.quit()\n\n\ndef push_notification():\n notify = Notify()\n notify.send('Below Rs.' + str(dp) + ' you can get your Laptop')\n print('HEY AYUSH, PUSH NOTIFICATION HAS BEEN SENT SUCCESSFULLY ON ANDROID')\n print('Will check again after an hour.')\n\n\n<assignment token>\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n\n\ndef send_mail():\n server = smtplib.SMTP('smtp.gmail.com', 587)\n server.ehlo()\n server.starttls()\n server.ehlo()\n try:\n server.login('[email protected]', 'ypjuoigfnwzqahzt')\n except:\n print('Wrong Mail_id or password..!')\n exit()\n subject = 'Amazon: Product available at desired price, i.e, ' + str(dp)\n body = (\n 'Hey Ayush \\n The price of the selected laptop on AMAZON has fallen down below Rs.'\n + str(dp) +\n \"\"\".\n So, hurry up & check the amazon link right now : \"\"\" + url)\n msg = f'Subject: {subject} \\n\\n {body} '\n server.sendmail('[email protected]', '[email protected]', msg)\n print('HEY AYUSH, EMAIL HAS BEEN SENT SUCCESSFULLY.')\n server.quit()\n\n\n<function token>\n<assignment token>\n<code token>\n", "<import token>\n<docstring token>\n<assignment token>\n<function token>\n<function token>\n<function token>\n<assignment token>\n<code token>\n" ]

[ "# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\nfrom django.contrib import messages\nfrom django.shortcuts import render, redirect\n# Create your views here.\n\n\ndef index(request):\n print \"MADE IT TO INDEX\"\n return render(request, \"index.html\")\n\ndef process(request):\n print \"MADE IT TO PROCESS\"\n print request.POST\n print request.POST['name']\n print request.POST['location']\n print request.POST['language']\n print request.POST['comment']\n request.session['name'] = request.POST['name']\n request.session['location'] = request.POST[\"location\"]\n request.session['language'] = request.POST['language']\n request.session['comment'] = request.POST['comment']\n # context= {\n # 'name': request.POST['name'],\n # 'location': request.POST['location'],\n # 'language': request.POST['language'],\n # 'comment': request.POST['comment']\n # }\n return redirect ('/survey/results')\n\ndef results(request):\n return render(request, \"results.html\")\n" ]

[ "# 9 - Faça um Programa que peça a temperatura em graus Fahrenheit, transforme e mostre a temperatura em graus Celsius.\n# C = 5 * ((F-32) / 9).\n\nfahrenheit = float(input('Quantos Fahrenheit deseja converter em Graus Celsius? --> '))\nresultado = 5 * ((fahrenheit - 32) / 9)\n\nprint(f'O valor de {fahrenheit}ºF é equivalente há {resultado:.2f}ºC.')\n\n\n", "fahrenheit = float(input(\n 'Quantos Fahrenheit deseja converter em Graus Celsius? --> '))\nresultado = 5 * ((fahrenheit - 32) / 9)\nprint(f'O valor de {fahrenheit}ºF é equivalente há {resultado:.2f}ºC.')\n", "<assignment token>\nprint(f'O valor de {fahrenheit}ºF é equivalente há {resultado:.2f}ºC.')\n", "<assignment token>\n<code token>\n" ]

[ "n = int(input())\ns = set(map(int, input().split())) \nN = int(input())\nfor i in range(N):\n command,num = input().split()\n value = list(map(int,input().split()))\n if command == 'intersection_update':\n s.intersection_update(value)\n if command == 'update':\n s.update(value)\n if command == 'symmetric_difference_update':\n s.symmetric_difference_update(value)\n if command == 'difference_update':\n s.difference_update(value)\nprint(sum(s))", "n = int(input())\ns = set(map(int, input().split()))\nN = int(input())\nfor i in range(N):\n command, num = input().split()\n value = list(map(int, input().split()))\n if command == 'intersection_update':\n s.intersection_update(value)\n if command == 'update':\n s.update(value)\n if command == 'symmetric_difference_update':\n s.symmetric_difference_update(value)\n if command == 'difference_update':\n s.difference_update(value)\nprint(sum(s))\n", "<assignment token>\nfor i in range(N):\n command, num = input().split()\n value = list(map(int, input().split()))\n if command == 'intersection_update':\n s.intersection_update(value)\n if command == 'update':\n s.update(value)\n if command == 'symmetric_difference_update':\n s.symmetric_difference_update(value)\n if command == 'difference_update':\n s.difference_update(value)\nprint(sum(s))\n", "<assignment token>\n<code token>\n" ]

[ "import nltk\nimport re \nimport string\nimport matplotlib.pyplot as plt\nimport math\nfrom Sastrawi.Stemmer.StemmerFactory import StemmerFactory\nfrom Sastrawi.StopWordRemover.StopWordRemoverFactory import StopWordRemoverFactory, StopWordRemover, ArrayDictionary\nfrom collections import Counter\nfrom nltk.tokenize import word_tokenize\nfrom nltk.probability import FreqDist\n\n\n\ndef createStopword(more_stopword = []) : \n stop_factory = StopWordRemoverFactory().get_stop_words() \n new_stop_word = stop_factory + more_stopword\n dictionary = ArrayDictionary(new_stop_word)\n stopword = StopWordRemover(dictionary)\n return stopword\n\n\n\ndef stemming(sentence) : \n return stemmer.stem(sentence)\n\ndef normalize_text(text) : \n text = text.lower()\n text = re.sub(r\"\\d+\", \" \", text)\n text = text.translate(str.maketrans(\"\",\"\",string.punctuation)).strip()\n return text\n\ndef preTextProcessing(text) : \n global factory , stemmer , stopword\n \n text = text.rstrip()\n text= normalize_text(text)\n\n text_no_stopword = stopword.remove(text)\n text_stemmed =stemmer.stem(text_no_stopword)\n \n print(\"stemmed : \\n\")\n print(text_stemmed)\n print(\"\\n\")\n return text_stemmed\n\ndef tokenization(text) : \n text = preTextProcessing(text)\n tokens = nltk.tokenize.word_tokenize(text)\n frequency = nltk.FreqDist(tokens)\n return dict(frequency.most_common())\n\n\nstopword = createStopword(['saya','kamu', 'bukan','huruf','bagai'])\nfactory = StemmerFactory()\nstemmer = factory.create_stemmer()", "import nltk\nimport re\nimport string\nimport matplotlib.pyplot as plt\nimport math\nfrom Sastrawi.Stemmer.StemmerFactory import StemmerFactory\nfrom Sastrawi.StopWordRemover.StopWordRemoverFactory import StopWordRemoverFactory, StopWordRemover, ArrayDictionary\nfrom collections import Counter\nfrom nltk.tokenize import word_tokenize\nfrom nltk.probability import FreqDist\n\n\ndef createStopword(more_stopword=[]):\n stop_factory = StopWordRemoverFactory().get_stop_words()\n new_stop_word = stop_factory + more_stopword\n dictionary = ArrayDictionary(new_stop_word)\n stopword = StopWordRemover(dictionary)\n return stopword\n\n\ndef stemming(sentence):\n return stemmer.stem(sentence)\n\n\ndef normalize_text(text):\n text = text.lower()\n text = re.sub('\\\\d+', ' ', text)\n text = text.translate(str.maketrans('', '', string.punctuation)).strip()\n return text\n\n\ndef preTextProcessing(text):\n global factory, stemmer, stopword\n text = text.rstrip()\n text = normalize_text(text)\n text_no_stopword = stopword.remove(text)\n text_stemmed = stemmer.stem(text_no_stopword)\n print('stemmed : \\n')\n print(text_stemmed)\n print('\\n')\n return text_stemmed\n\n\ndef tokenization(text):\n text = preTextProcessing(text)\n tokens = nltk.tokenize.word_tokenize(text)\n frequency = nltk.FreqDist(tokens)\n return dict(frequency.most_common())\n\n\nstopword = createStopword(['saya', 'kamu', 'bukan', 'huruf', 'bagai'])\nfactory = StemmerFactory()\nstemmer = factory.create_stemmer()\n", "<import token>\n\n\ndef createStopword(more_stopword=[]):\n stop_factory = StopWordRemoverFactory().get_stop_words()\n new_stop_word = stop_factory + more_stopword\n dictionary = ArrayDictionary(new_stop_word)\n stopword = StopWordRemover(dictionary)\n return stopword\n\n\ndef stemming(sentence):\n return stemmer.stem(sentence)\n\n\ndef normalize_text(text):\n text = text.lower()\n text = re.sub('\\\\d+', ' ', text)\n text = text.translate(str.maketrans('', '', string.punctuation)).strip()\n return text\n\n\ndef preTextProcessing(text):\n global factory, stemmer, stopword\n text = text.rstrip()\n text = normalize_text(text)\n text_no_stopword = stopword.remove(text)\n text_stemmed = stemmer.stem(text_no_stopword)\n print('stemmed : \\n')\n print(text_stemmed)\n print('\\n')\n return text_stemmed\n\n\ndef tokenization(text):\n text = preTextProcessing(text)\n tokens = nltk.tokenize.word_tokenize(text)\n frequency = nltk.FreqDist(tokens)\n return dict(frequency.most_common())\n\n\nstopword = createStopword(['saya', 'kamu', 'bukan', 'huruf', 'bagai'])\nfactory = StemmerFactory()\nstemmer = factory.create_stemmer()\n", "<import token>\n\n\ndef createStopword(more_stopword=[]):\n stop_factory = StopWordRemoverFactory().get_stop_words()\n new_stop_word = stop_factory + more_stopword\n dictionary = ArrayDictionary(new_stop_word)\n stopword = StopWordRemover(dictionary)\n return stopword\n\n\ndef stemming(sentence):\n return stemmer.stem(sentence)\n\n\ndef normalize_text(text):\n text = text.lower()\n text = re.sub('\\\\d+', ' ', text)\n text = text.translate(str.maketrans('', '', string.punctuation)).strip()\n return text\n\n\ndef preTextProcessing(text):\n global factory, stemmer, stopword\n text = text.rstrip()\n text = normalize_text(text)\n text_no_stopword = stopword.remove(text)\n text_stemmed = stemmer.stem(text_no_stopword)\n print('stemmed : \\n')\n print(text_stemmed)\n print('\\n')\n return text_stemmed\n\n\ndef tokenization(text):\n text = preTextProcessing(text)\n tokens = nltk.tokenize.word_tokenize(text)\n frequency = nltk.FreqDist(tokens)\n return dict(frequency.most_common())\n\n\n<assignment token>\n", "<import token>\n\n\ndef createStopword(more_stopword=[]):\n stop_factory = StopWordRemoverFactory().get_stop_words()\n new_stop_word = stop_factory + more_stopword\n dictionary = ArrayDictionary(new_stop_word)\n stopword = StopWordRemover(dictionary)\n return stopword\n\n\ndef stemming(sentence):\n return stemmer.stem(sentence)\n\n\ndef normalize_text(text):\n text = text.lower()\n text = re.sub('\\\\d+', ' ', text)\n text = text.translate(str.maketrans('', '', string.punctuation)).strip()\n return text\n\n\n<function token>\n\n\ndef tokenization(text):\n text = preTextProcessing(text)\n tokens = nltk.tokenize.word_tokenize(text)\n frequency = nltk.FreqDist(tokens)\n return dict(frequency.most_common())\n\n\n<assignment token>\n", "<import token>\n\n\ndef createStopword(more_stopword=[]):\n stop_factory = StopWordRemoverFactory().get_stop_words()\n new_stop_word = stop_factory + more_stopword\n dictionary = ArrayDictionary(new_stop_word)\n stopword = StopWordRemover(dictionary)\n return stopword\n\n\ndef stemming(sentence):\n return stemmer.stem(sentence)\n\n\n<function token>\n<function token>\n\n\ndef tokenization(text):\n text = preTextProcessing(text)\n tokens = nltk.tokenize.word_tokenize(text)\n frequency = nltk.FreqDist(tokens)\n return dict(frequency.most_common())\n\n\n<assignment token>\n", "<import token>\n\n\ndef createStopword(more_stopword=[]):\n stop_factory = StopWordRemoverFactory().get_stop_words()\n new_stop_word = stop_factory + more_stopword\n dictionary = ArrayDictionary(new_stop_word)\n stopword = StopWordRemover(dictionary)\n return stopword\n\n\ndef stemming(sentence):\n return stemmer.stem(sentence)\n\n\n<function token>\n<function token>\n<function token>\n<assignment token>\n", "<import token>\n<function token>\n\n\ndef stemming(sentence):\n return stemmer.stem(sentence)\n\n\n<function token>\n<function token>\n<function token>\n<assignment token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<assignment token>\n" ]

[ "# -*- coding: utf-8 -*-\nimport sys\nfrom PySide2.QtWidgets import QPushButton, QLabel, QVBoxLayout, QTextEdit, QHBoxLayout, QColorDialog, QApplication, \\\n QDoubleSpinBox\nfrom PySide2.QtCore import Qt\nfrom PySide2.QtGui import QColor\nfrom ..gui.checkbox import *\nfrom ..core.datatype import *\nfrom ..gui.widget import BasicWidget, TableWidget\n\n\nclass CheckboxDemoWidget(BasicWidget):\n TOTAL_COLUMN, TOTAL_ROW, CHECKBOX_COLUMN = 6, 5, 5\n\n def __init__(self, parent=None):\n super(CheckboxDemoWidget, self).__init__(parent)\n\n def _initUi(self):\n self.def_style = CheckBoxStyleSheet.default()\n style = DynamicObject(background=(240, 240, 240), font=(\"宋体\", 9))\n self.ui_data = QTextEdit(self)\n self.ui_table = TableWidget(self.TOTAL_COLUMN)\n self.ui_factor = QDoubleSpinBox(self)\n self.ui_get_data = QPushButton(\"Get Data\")\n self.ui_font_color = QPushButton(self.tr(\"Box Color\"))\n self.ui_fill_color = QPushButton(self.tr(\"Fill Color\"))\n self.ui_hover_color = QPushButton(self.tr(\"Hover Color\"))\n self.ui_bg_color = QPushButton(self.tr(\"Background Color\"))\n self.ui_fg_color = QPushButton(self.tr(\"Foreground Color\"))\n self.ui_frozen = CheckBox(self.tr(\"Frozen\"), stylesheet=style.dict, parent=self)\n self.ui_with_box = CheckBox(self.tr(\"With box\"), stylesheet=style.dict, parent=self)\n\n tools_layout = QHBoxLayout()\n for x in (self.ui_frozen, self.ui_with_box, QLabel(self.tr(\"Size Factor\")), self.ui_factor,\n self.ui_fill_color, self.ui_hover_color, self.ui_bg_color, self.ui_fg_color):\n tools_layout.addWidget(x)\n\n layout = QVBoxLayout()\n layout.addWidget(self.ui_table)\n layout.addLayout(tools_layout)\n layout.addWidget(self.ui_get_data)\n layout.addWidget(self.ui_data)\n self.setLayout(layout)\n self.setWindowTitle(self.tr(\"Checkbox Demo\"))\n\n def _initData(self):\n for row in range(self.TOTAL_ROW):\n data = [str(row)] * self.ui_table.columnCount()\n data[-1] = str(row % 2 == 0)\n data[-2] = str(row % 2 == 1)\n self.ui_table.addRow(data)\n\n self.ui_factor.setSingleStep(0.1)\n self.ui_factor.setValue(self.def_style.sizeFactor)\n self.ui_with_box.setChecked(self.def_style.withBox)\n self.ui_table.setItemDelegateForColumn(self.CHECKBOX_COLUMN, CheckBoxDelegate(parent=self))\n\n def _initStyle(self):\n self.ui_table.setAutoWidth()\n self.ui_table.setAutoHeight(True)\n self.ui_table.setItemSelectMode()\n self.ui_table.setTableAlignment(Qt.AlignCenter)\n [self.ui_table.openPersistentEditor(self.ui_table.item(row, self.CHECKBOX_COLUMN))\n for row in range(self.ui_table.rowCount())]\n\n def _initSignalAndSlots(self):\n self.ui_with_box.stateChanged.connect(\n lambda x: self.slotCheckboxStyleChanged(DynamicObject(withBox=x == Qt.Checked))\n )\n\n self.ui_frozen.stateChanged.connect(\n lambda x: self.ui_table.frozenTable(x == Qt.Checked)\n )\n\n self.ui_factor.valueChanged.connect(\n lambda x: self.slotCheckboxStyleChanged(DynamicObject(sizeFactor=x))\n )\n\n self.ui_get_data.clicked.connect(\n lambda: self.ui_data.setText(\"{}\".format(self.ui_table.getTableData()))\n )\n\n self.ui_fill_color.clicked.connect(self.slotColorChanged)\n self.ui_hover_color.clicked.connect(self.slotColorChanged)\n self.ui_bg_color.clicked.connect(self.slotColorChanged)\n self.ui_fg_color.clicked.connect(self.slotColorChanged)\n\n def slotColorChanged(self):\n sender = self.sender()\n origin_color, keyword = {\n self.ui_fg_color: (self.def_style.foregroundColor(), \"foreground\"),\n self.ui_bg_color: (self.def_style.backgroundColor(), \"background\"),\n self.ui_fill_color: (self.def_style.getFilledColor(), \"fillColor\"),\n self.ui_hover_color: (self.def_style.getHoverColor(), \"hoverColor\")\n }.get(sender, (None, \"\"))\n\n if not origin_color or not keyword:\n return\n\n color = QColorDialog.getColor(origin_color, self, \"Get {} color\".format(keyword))\n if not isinstance(color, QColor):\n return\n\n self.slotCheckboxStyleChanged({keyword: (color.red(), color.green(), color.blue())})\n\n def slotCheckboxStyleChanged(self, stylesheet):\n try:\n self.def_style.update(stylesheet)\n except (DynamicObjectEncodeError, TypeError) as e:\n print(\"{}: {}\".format(stylesheet, e))\n return\n\n for row in range(self.ui_table.rowCount()):\n check_box = self.ui_table.indexWidget(self.ui_table.model().index(row, self.CHECKBOX_COLUMN))\n if isinstance(check_box, CheckBox):\n check_box.setStyleSheet(self.def_style)\n\n\nif __name__ == '__main__':\n app = QApplication(sys.argv)\n widget = CheckboxDemoWidget()\n widget.show()\n sys.exit(app.exec_())\n", "import sys\nfrom PySide2.QtWidgets import QPushButton, QLabel, QVBoxLayout, QTextEdit, QHBoxLayout, QColorDialog, QApplication, QDoubleSpinBox\nfrom PySide2.QtCore import Qt\nfrom PySide2.QtGui import QColor\nfrom ..gui.checkbox import *\nfrom ..core.datatype import *\nfrom ..gui.widget import BasicWidget, TableWidget\n\n\nclass CheckboxDemoWidget(BasicWidget):\n TOTAL_COLUMN, TOTAL_ROW, CHECKBOX_COLUMN = 6, 5, 5\n\n def __init__(self, parent=None):\n super(CheckboxDemoWidget, self).__init__(parent)\n\n def _initUi(self):\n self.def_style = CheckBoxStyleSheet.default()\n style = DynamicObject(background=(240, 240, 240), font=('宋体', 9))\n self.ui_data = QTextEdit(self)\n self.ui_table = TableWidget(self.TOTAL_COLUMN)\n self.ui_factor = QDoubleSpinBox(self)\n self.ui_get_data = QPushButton('Get Data')\n self.ui_font_color = QPushButton(self.tr('Box Color'))\n self.ui_fill_color = QPushButton(self.tr('Fill Color'))\n self.ui_hover_color = QPushButton(self.tr('Hover Color'))\n self.ui_bg_color = QPushButton(self.tr('Background Color'))\n self.ui_fg_color = QPushButton(self.tr('Foreground Color'))\n self.ui_frozen = CheckBox(self.tr('Frozen'), stylesheet=style.dict,\n parent=self)\n self.ui_with_box = CheckBox(self.tr('With box'), stylesheet=style.\n dict, parent=self)\n tools_layout = QHBoxLayout()\n for x in (self.ui_frozen, self.ui_with_box, QLabel(self.tr(\n 'Size Factor')), self.ui_factor, self.ui_fill_color, self.\n ui_hover_color, self.ui_bg_color, self.ui_fg_color):\n tools_layout.addWidget(x)\n layout = QVBoxLayout()\n layout.addWidget(self.ui_table)\n layout.addLayout(tools_layout)\n layout.addWidget(self.ui_get_data)\n layout.addWidget(self.ui_data)\n self.setLayout(layout)\n self.setWindowTitle(self.tr('Checkbox Demo'))\n\n def _initData(self):\n for row in range(self.TOTAL_ROW):\n data = [str(row)] * self.ui_table.columnCount()\n data[-1] = str(row % 2 == 0)\n data[-2] = str(row % 2 == 1)\n self.ui_table.addRow(data)\n self.ui_factor.setSingleStep(0.1)\n self.ui_factor.setValue(self.def_style.sizeFactor)\n self.ui_with_box.setChecked(self.def_style.withBox)\n self.ui_table.setItemDelegateForColumn(self.CHECKBOX_COLUMN,\n CheckBoxDelegate(parent=self))\n\n def _initStyle(self):\n self.ui_table.setAutoWidth()\n self.ui_table.setAutoHeight(True)\n self.ui_table.setItemSelectMode()\n self.ui_table.setTableAlignment(Qt.AlignCenter)\n [self.ui_table.openPersistentEditor(self.ui_table.item(row, self.\n CHECKBOX_COLUMN)) for row in range(self.ui_table.rowCount())]\n\n def _initSignalAndSlots(self):\n self.ui_with_box.stateChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(withBox=x == Qt.Checked)))\n self.ui_frozen.stateChanged.connect(lambda x: self.ui_table.\n frozenTable(x == Qt.Checked))\n self.ui_factor.valueChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(sizeFactor=x)))\n self.ui_get_data.clicked.connect(lambda : self.ui_data.setText('{}'\n .format(self.ui_table.getTableData())))\n self.ui_fill_color.clicked.connect(self.slotColorChanged)\n self.ui_hover_color.clicked.connect(self.slotColorChanged)\n self.ui_bg_color.clicked.connect(self.slotColorChanged)\n self.ui_fg_color.clicked.connect(self.slotColorChanged)\n\n def slotColorChanged(self):\n sender = self.sender()\n origin_color, keyword = {self.ui_fg_color: (self.def_style.\n foregroundColor(), 'foreground'), self.ui_bg_color: (self.\n def_style.backgroundColor(), 'background'), self.ui_fill_color:\n (self.def_style.getFilledColor(), 'fillColor'), self.\n ui_hover_color: (self.def_style.getHoverColor(), 'hoverColor')\n }.get(sender, (None, ''))\n if not origin_color or not keyword:\n return\n color = QColorDialog.getColor(origin_color, self, 'Get {} color'.\n format(keyword))\n if not isinstance(color, QColor):\n return\n self.slotCheckboxStyleChanged({keyword: (color.red(), color.green(),\n color.blue())})\n\n def slotCheckboxStyleChanged(self, stylesheet):\n try:\n self.def_style.update(stylesheet)\n except (DynamicObjectEncodeError, TypeError) as e:\n print('{}: {}'.format(stylesheet, e))\n return\n for row in range(self.ui_table.rowCount()):\n check_box = self.ui_table.indexWidget(self.ui_table.model().\n index(row, self.CHECKBOX_COLUMN))\n if isinstance(check_box, CheckBox):\n check_box.setStyleSheet(self.def_style)\n\n\nif __name__ == '__main__':\n app = QApplication(sys.argv)\n widget = CheckboxDemoWidget()\n widget.show()\n sys.exit(app.exec_())\n", "<import token>\n\n\nclass CheckboxDemoWidget(BasicWidget):\n TOTAL_COLUMN, TOTAL_ROW, CHECKBOX_COLUMN = 6, 5, 5\n\n def __init__(self, parent=None):\n super(CheckboxDemoWidget, self).__init__(parent)\n\n def _initUi(self):\n self.def_style = CheckBoxStyleSheet.default()\n style = DynamicObject(background=(240, 240, 240), font=('宋体', 9))\n self.ui_data = QTextEdit(self)\n self.ui_table = TableWidget(self.TOTAL_COLUMN)\n self.ui_factor = QDoubleSpinBox(self)\n self.ui_get_data = QPushButton('Get Data')\n self.ui_font_color = QPushButton(self.tr('Box Color'))\n self.ui_fill_color = QPushButton(self.tr('Fill Color'))\n self.ui_hover_color = QPushButton(self.tr('Hover Color'))\n self.ui_bg_color = QPushButton(self.tr('Background Color'))\n self.ui_fg_color = QPushButton(self.tr('Foreground Color'))\n self.ui_frozen = CheckBox(self.tr('Frozen'), stylesheet=style.dict,\n parent=self)\n self.ui_with_box = CheckBox(self.tr('With box'), stylesheet=style.\n dict, parent=self)\n tools_layout = QHBoxLayout()\n for x in (self.ui_frozen, self.ui_with_box, QLabel(self.tr(\n 'Size Factor')), self.ui_factor, self.ui_fill_color, self.\n ui_hover_color, self.ui_bg_color, self.ui_fg_color):\n tools_layout.addWidget(x)\n layout = QVBoxLayout()\n layout.addWidget(self.ui_table)\n layout.addLayout(tools_layout)\n layout.addWidget(self.ui_get_data)\n layout.addWidget(self.ui_data)\n self.setLayout(layout)\n self.setWindowTitle(self.tr('Checkbox Demo'))\n\n def _initData(self):\n for row in range(self.TOTAL_ROW):\n data = [str(row)] * self.ui_table.columnCount()\n data[-1] = str(row % 2 == 0)\n data[-2] = str(row % 2 == 1)\n self.ui_table.addRow(data)\n self.ui_factor.setSingleStep(0.1)\n self.ui_factor.setValue(self.def_style.sizeFactor)\n self.ui_with_box.setChecked(self.def_style.withBox)\n self.ui_table.setItemDelegateForColumn(self.CHECKBOX_COLUMN,\n CheckBoxDelegate(parent=self))\n\n def _initStyle(self):\n self.ui_table.setAutoWidth()\n self.ui_table.setAutoHeight(True)\n self.ui_table.setItemSelectMode()\n self.ui_table.setTableAlignment(Qt.AlignCenter)\n [self.ui_table.openPersistentEditor(self.ui_table.item(row, self.\n CHECKBOX_COLUMN)) for row in range(self.ui_table.rowCount())]\n\n def _initSignalAndSlots(self):\n self.ui_with_box.stateChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(withBox=x == Qt.Checked)))\n self.ui_frozen.stateChanged.connect(lambda x: self.ui_table.\n frozenTable(x == Qt.Checked))\n self.ui_factor.valueChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(sizeFactor=x)))\n self.ui_get_data.clicked.connect(lambda : self.ui_data.setText('{}'\n .format(self.ui_table.getTableData())))\n self.ui_fill_color.clicked.connect(self.slotColorChanged)\n self.ui_hover_color.clicked.connect(self.slotColorChanged)\n self.ui_bg_color.clicked.connect(self.slotColorChanged)\n self.ui_fg_color.clicked.connect(self.slotColorChanged)\n\n def slotColorChanged(self):\n sender = self.sender()\n origin_color, keyword = {self.ui_fg_color: (self.def_style.\n foregroundColor(), 'foreground'), self.ui_bg_color: (self.\n def_style.backgroundColor(), 'background'), self.ui_fill_color:\n (self.def_style.getFilledColor(), 'fillColor'), self.\n ui_hover_color: (self.def_style.getHoverColor(), 'hoverColor')\n }.get(sender, (None, ''))\n if not origin_color or not keyword:\n return\n color = QColorDialog.getColor(origin_color, self, 'Get {} color'.\n format(keyword))\n if not isinstance(color, QColor):\n return\n self.slotCheckboxStyleChanged({keyword: (color.red(), color.green(),\n color.blue())})\n\n def slotCheckboxStyleChanged(self, stylesheet):\n try:\n self.def_style.update(stylesheet)\n except (DynamicObjectEncodeError, TypeError) as e:\n print('{}: {}'.format(stylesheet, e))\n return\n for row in range(self.ui_table.rowCount()):\n check_box = self.ui_table.indexWidget(self.ui_table.model().\n index(row, self.CHECKBOX_COLUMN))\n if isinstance(check_box, CheckBox):\n check_box.setStyleSheet(self.def_style)\n\n\nif __name__ == '__main__':\n app = QApplication(sys.argv)\n widget = CheckboxDemoWidget()\n widget.show()\n sys.exit(app.exec_())\n", "<import token>\n\n\nclass CheckboxDemoWidget(BasicWidget):\n TOTAL_COLUMN, TOTAL_ROW, CHECKBOX_COLUMN = 6, 5, 5\n\n def __init__(self, parent=None):\n super(CheckboxDemoWidget, self).__init__(parent)\n\n def _initUi(self):\n self.def_style = CheckBoxStyleSheet.default()\n style = DynamicObject(background=(240, 240, 240), font=('宋体', 9))\n self.ui_data = QTextEdit(self)\n self.ui_table = TableWidget(self.TOTAL_COLUMN)\n self.ui_factor = QDoubleSpinBox(self)\n self.ui_get_data = QPushButton('Get Data')\n self.ui_font_color = QPushButton(self.tr('Box Color'))\n self.ui_fill_color = QPushButton(self.tr('Fill Color'))\n self.ui_hover_color = QPushButton(self.tr('Hover Color'))\n self.ui_bg_color = QPushButton(self.tr('Background Color'))\n self.ui_fg_color = QPushButton(self.tr('Foreground Color'))\n self.ui_frozen = CheckBox(self.tr('Frozen'), stylesheet=style.dict,\n parent=self)\n self.ui_with_box = CheckBox(self.tr('With box'), stylesheet=style.\n dict, parent=self)\n tools_layout = QHBoxLayout()\n for x in (self.ui_frozen, self.ui_with_box, QLabel(self.tr(\n 'Size Factor')), self.ui_factor, self.ui_fill_color, self.\n ui_hover_color, self.ui_bg_color, self.ui_fg_color):\n tools_layout.addWidget(x)\n layout = QVBoxLayout()\n layout.addWidget(self.ui_table)\n layout.addLayout(tools_layout)\n layout.addWidget(self.ui_get_data)\n layout.addWidget(self.ui_data)\n self.setLayout(layout)\n self.setWindowTitle(self.tr('Checkbox Demo'))\n\n def _initData(self):\n for row in range(self.TOTAL_ROW):\n data = [str(row)] * self.ui_table.columnCount()\n data[-1] = str(row % 2 == 0)\n data[-2] = str(row % 2 == 1)\n self.ui_table.addRow(data)\n self.ui_factor.setSingleStep(0.1)\n self.ui_factor.setValue(self.def_style.sizeFactor)\n self.ui_with_box.setChecked(self.def_style.withBox)\n self.ui_table.setItemDelegateForColumn(self.CHECKBOX_COLUMN,\n CheckBoxDelegate(parent=self))\n\n def _initStyle(self):\n self.ui_table.setAutoWidth()\n self.ui_table.setAutoHeight(True)\n self.ui_table.setItemSelectMode()\n self.ui_table.setTableAlignment(Qt.AlignCenter)\n [self.ui_table.openPersistentEditor(self.ui_table.item(row, self.\n CHECKBOX_COLUMN)) for row in range(self.ui_table.rowCount())]\n\n def _initSignalAndSlots(self):\n self.ui_with_box.stateChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(withBox=x == Qt.Checked)))\n self.ui_frozen.stateChanged.connect(lambda x: self.ui_table.\n frozenTable(x == Qt.Checked))\n self.ui_factor.valueChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(sizeFactor=x)))\n self.ui_get_data.clicked.connect(lambda : self.ui_data.setText('{}'\n .format(self.ui_table.getTableData())))\n self.ui_fill_color.clicked.connect(self.slotColorChanged)\n self.ui_hover_color.clicked.connect(self.slotColorChanged)\n self.ui_bg_color.clicked.connect(self.slotColorChanged)\n self.ui_fg_color.clicked.connect(self.slotColorChanged)\n\n def slotColorChanged(self):\n sender = self.sender()\n origin_color, keyword = {self.ui_fg_color: (self.def_style.\n foregroundColor(), 'foreground'), self.ui_bg_color: (self.\n def_style.backgroundColor(), 'background'), self.ui_fill_color:\n (self.def_style.getFilledColor(), 'fillColor'), self.\n ui_hover_color: (self.def_style.getHoverColor(), 'hoverColor')\n }.get(sender, (None, ''))\n if not origin_color or not keyword:\n return\n color = QColorDialog.getColor(origin_color, self, 'Get {} color'.\n format(keyword))\n if not isinstance(color, QColor):\n return\n self.slotCheckboxStyleChanged({keyword: (color.red(), color.green(),\n color.blue())})\n\n def slotCheckboxStyleChanged(self, stylesheet):\n try:\n self.def_style.update(stylesheet)\n except (DynamicObjectEncodeError, TypeError) as e:\n print('{}: {}'.format(stylesheet, e))\n return\n for row in range(self.ui_table.rowCount()):\n check_box = self.ui_table.indexWidget(self.ui_table.model().\n index(row, self.CHECKBOX_COLUMN))\n if isinstance(check_box, CheckBox):\n check_box.setStyleSheet(self.def_style)\n\n\n<code token>\n", "<import token>\n\n\nclass CheckboxDemoWidget(BasicWidget):\n <assignment token>\n\n def __init__(self, parent=None):\n super(CheckboxDemoWidget, self).__init__(parent)\n\n def _initUi(self):\n self.def_style = CheckBoxStyleSheet.default()\n style = DynamicObject(background=(240, 240, 240), font=('宋体', 9))\n self.ui_data = QTextEdit(self)\n self.ui_table = TableWidget(self.TOTAL_COLUMN)\n self.ui_factor = QDoubleSpinBox(self)\n self.ui_get_data = QPushButton('Get Data')\n self.ui_font_color = QPushButton(self.tr('Box Color'))\n self.ui_fill_color = QPushButton(self.tr('Fill Color'))\n self.ui_hover_color = QPushButton(self.tr('Hover Color'))\n self.ui_bg_color = QPushButton(self.tr('Background Color'))\n self.ui_fg_color = QPushButton(self.tr('Foreground Color'))\n self.ui_frozen = CheckBox(self.tr('Frozen'), stylesheet=style.dict,\n parent=self)\n self.ui_with_box = CheckBox(self.tr('With box'), stylesheet=style.\n dict, parent=self)\n tools_layout = QHBoxLayout()\n for x in (self.ui_frozen, self.ui_with_box, QLabel(self.tr(\n 'Size Factor')), self.ui_factor, self.ui_fill_color, self.\n ui_hover_color, self.ui_bg_color, self.ui_fg_color):\n tools_layout.addWidget(x)\n layout = QVBoxLayout()\n layout.addWidget(self.ui_table)\n layout.addLayout(tools_layout)\n layout.addWidget(self.ui_get_data)\n layout.addWidget(self.ui_data)\n self.setLayout(layout)\n self.setWindowTitle(self.tr('Checkbox Demo'))\n\n def _initData(self):\n for row in range(self.TOTAL_ROW):\n data = [str(row)] * self.ui_table.columnCount()\n data[-1] = str(row % 2 == 0)\n data[-2] = str(row % 2 == 1)\n self.ui_table.addRow(data)\n self.ui_factor.setSingleStep(0.1)\n self.ui_factor.setValue(self.def_style.sizeFactor)\n self.ui_with_box.setChecked(self.def_style.withBox)\n self.ui_table.setItemDelegateForColumn(self.CHECKBOX_COLUMN,\n CheckBoxDelegate(parent=self))\n\n def _initStyle(self):\n self.ui_table.setAutoWidth()\n self.ui_table.setAutoHeight(True)\n self.ui_table.setItemSelectMode()\n self.ui_table.setTableAlignment(Qt.AlignCenter)\n [self.ui_table.openPersistentEditor(self.ui_table.item(row, self.\n CHECKBOX_COLUMN)) for row in range(self.ui_table.rowCount())]\n\n def _initSignalAndSlots(self):\n self.ui_with_box.stateChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(withBox=x == Qt.Checked)))\n self.ui_frozen.stateChanged.connect(lambda x: self.ui_table.\n frozenTable(x == Qt.Checked))\n self.ui_factor.valueChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(sizeFactor=x)))\n self.ui_get_data.clicked.connect(lambda : self.ui_data.setText('{}'\n .format(self.ui_table.getTableData())))\n self.ui_fill_color.clicked.connect(self.slotColorChanged)\n self.ui_hover_color.clicked.connect(self.slotColorChanged)\n self.ui_bg_color.clicked.connect(self.slotColorChanged)\n self.ui_fg_color.clicked.connect(self.slotColorChanged)\n\n def slotColorChanged(self):\n sender = self.sender()\n origin_color, keyword = {self.ui_fg_color: (self.def_style.\n foregroundColor(), 'foreground'), self.ui_bg_color: (self.\n def_style.backgroundColor(), 'background'), self.ui_fill_color:\n (self.def_style.getFilledColor(), 'fillColor'), self.\n ui_hover_color: (self.def_style.getHoverColor(), 'hoverColor')\n }.get(sender, (None, ''))\n if not origin_color or not keyword:\n return\n color = QColorDialog.getColor(origin_color, self, 'Get {} color'.\n format(keyword))\n if not isinstance(color, QColor):\n return\n self.slotCheckboxStyleChanged({keyword: (color.red(), color.green(),\n color.blue())})\n\n def slotCheckboxStyleChanged(self, stylesheet):\n try:\n self.def_style.update(stylesheet)\n except (DynamicObjectEncodeError, TypeError) as e:\n print('{}: {}'.format(stylesheet, e))\n return\n for row in range(self.ui_table.rowCount()):\n check_box = self.ui_table.indexWidget(self.ui_table.model().\n index(row, self.CHECKBOX_COLUMN))\n if isinstance(check_box, CheckBox):\n check_box.setStyleSheet(self.def_style)\n\n\n<code token>\n", "<import token>\n\n\nclass CheckboxDemoWidget(BasicWidget):\n <assignment token>\n\n def __init__(self, parent=None):\n super(CheckboxDemoWidget, self).__init__(parent)\n\n def _initUi(self):\n self.def_style = CheckBoxStyleSheet.default()\n style = DynamicObject(background=(240, 240, 240), font=('宋体', 9))\n self.ui_data = QTextEdit(self)\n self.ui_table = TableWidget(self.TOTAL_COLUMN)\n self.ui_factor = QDoubleSpinBox(self)\n self.ui_get_data = QPushButton('Get Data')\n self.ui_font_color = QPushButton(self.tr('Box Color'))\n self.ui_fill_color = QPushButton(self.tr('Fill Color'))\n self.ui_hover_color = QPushButton(self.tr('Hover Color'))\n self.ui_bg_color = QPushButton(self.tr('Background Color'))\n self.ui_fg_color = QPushButton(self.tr('Foreground Color'))\n self.ui_frozen = CheckBox(self.tr('Frozen'), stylesheet=style.dict,\n parent=self)\n self.ui_with_box = CheckBox(self.tr('With box'), stylesheet=style.\n dict, parent=self)\n tools_layout = QHBoxLayout()\n for x in (self.ui_frozen, self.ui_with_box, QLabel(self.tr(\n 'Size Factor')), self.ui_factor, self.ui_fill_color, self.\n ui_hover_color, self.ui_bg_color, self.ui_fg_color):\n tools_layout.addWidget(x)\n layout = QVBoxLayout()\n layout.addWidget(self.ui_table)\n layout.addLayout(tools_layout)\n layout.addWidget(self.ui_get_data)\n layout.addWidget(self.ui_data)\n self.setLayout(layout)\n self.setWindowTitle(self.tr('Checkbox Demo'))\n\n def _initData(self):\n for row in range(self.TOTAL_ROW):\n data = [str(row)] * self.ui_table.columnCount()\n data[-1] = str(row % 2 == 0)\n data[-2] = str(row % 2 == 1)\n self.ui_table.addRow(data)\n self.ui_factor.setSingleStep(0.1)\n self.ui_factor.setValue(self.def_style.sizeFactor)\n self.ui_with_box.setChecked(self.def_style.withBox)\n self.ui_table.setItemDelegateForColumn(self.CHECKBOX_COLUMN,\n CheckBoxDelegate(parent=self))\n\n def _initStyle(self):\n self.ui_table.setAutoWidth()\n self.ui_table.setAutoHeight(True)\n self.ui_table.setItemSelectMode()\n self.ui_table.setTableAlignment(Qt.AlignCenter)\n [self.ui_table.openPersistentEditor(self.ui_table.item(row, self.\n CHECKBOX_COLUMN)) for row in range(self.ui_table.rowCount())]\n\n def _initSignalAndSlots(self):\n self.ui_with_box.stateChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(withBox=x == Qt.Checked)))\n self.ui_frozen.stateChanged.connect(lambda x: self.ui_table.\n frozenTable(x == Qt.Checked))\n self.ui_factor.valueChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(sizeFactor=x)))\n self.ui_get_data.clicked.connect(lambda : self.ui_data.setText('{}'\n .format(self.ui_table.getTableData())))\n self.ui_fill_color.clicked.connect(self.slotColorChanged)\n self.ui_hover_color.clicked.connect(self.slotColorChanged)\n self.ui_bg_color.clicked.connect(self.slotColorChanged)\n self.ui_fg_color.clicked.connect(self.slotColorChanged)\n <function token>\n\n def slotCheckboxStyleChanged(self, stylesheet):\n try:\n self.def_style.update(stylesheet)\n except (DynamicObjectEncodeError, TypeError) as e:\n print('{}: {}'.format(stylesheet, e))\n return\n for row in range(self.ui_table.rowCount()):\n check_box = self.ui_table.indexWidget(self.ui_table.model().\n index(row, self.CHECKBOX_COLUMN))\n if isinstance(check_box, CheckBox):\n check_box.setStyleSheet(self.def_style)\n\n\n<code token>\n", "<import token>\n\n\nclass CheckboxDemoWidget(BasicWidget):\n <assignment token>\n\n def __init__(self, parent=None):\n super(CheckboxDemoWidget, self).__init__(parent)\n\n def _initUi(self):\n self.def_style = CheckBoxStyleSheet.default()\n style = DynamicObject(background=(240, 240, 240), font=('宋体', 9))\n self.ui_data = QTextEdit(self)\n self.ui_table = TableWidget(self.TOTAL_COLUMN)\n self.ui_factor = QDoubleSpinBox(self)\n self.ui_get_data = QPushButton('Get Data')\n self.ui_font_color = QPushButton(self.tr('Box Color'))\n self.ui_fill_color = QPushButton(self.tr('Fill Color'))\n self.ui_hover_color = QPushButton(self.tr('Hover Color'))\n self.ui_bg_color = QPushButton(self.tr('Background Color'))\n self.ui_fg_color = QPushButton(self.tr('Foreground Color'))\n self.ui_frozen = CheckBox(self.tr('Frozen'), stylesheet=style.dict,\n parent=self)\n self.ui_with_box = CheckBox(self.tr('With box'), stylesheet=style.\n dict, parent=self)\n tools_layout = QHBoxLayout()\n for x in (self.ui_frozen, self.ui_with_box, QLabel(self.tr(\n 'Size Factor')), self.ui_factor, self.ui_fill_color, self.\n ui_hover_color, self.ui_bg_color, self.ui_fg_color):\n tools_layout.addWidget(x)\n layout = QVBoxLayout()\n layout.addWidget(self.ui_table)\n layout.addLayout(tools_layout)\n layout.addWidget(self.ui_get_data)\n layout.addWidget(self.ui_data)\n self.setLayout(layout)\n self.setWindowTitle(self.tr('Checkbox Demo'))\n\n def _initData(self):\n for row in range(self.TOTAL_ROW):\n data = [str(row)] * self.ui_table.columnCount()\n data[-1] = str(row % 2 == 0)\n data[-2] = str(row % 2 == 1)\n self.ui_table.addRow(data)\n self.ui_factor.setSingleStep(0.1)\n self.ui_factor.setValue(self.def_style.sizeFactor)\n self.ui_with_box.setChecked(self.def_style.withBox)\n self.ui_table.setItemDelegateForColumn(self.CHECKBOX_COLUMN,\n CheckBoxDelegate(parent=self))\n\n def _initStyle(self):\n self.ui_table.setAutoWidth()\n self.ui_table.setAutoHeight(True)\n self.ui_table.setItemSelectMode()\n self.ui_table.setTableAlignment(Qt.AlignCenter)\n [self.ui_table.openPersistentEditor(self.ui_table.item(row, self.\n CHECKBOX_COLUMN)) for row in range(self.ui_table.rowCount())]\n\n def _initSignalAndSlots(self):\n self.ui_with_box.stateChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(withBox=x == Qt.Checked)))\n self.ui_frozen.stateChanged.connect(lambda x: self.ui_table.\n frozenTable(x == Qt.Checked))\n self.ui_factor.valueChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(sizeFactor=x)))\n self.ui_get_data.clicked.connect(lambda : self.ui_data.setText('{}'\n .format(self.ui_table.getTableData())))\n self.ui_fill_color.clicked.connect(self.slotColorChanged)\n self.ui_hover_color.clicked.connect(self.slotColorChanged)\n self.ui_bg_color.clicked.connect(self.slotColorChanged)\n self.ui_fg_color.clicked.connect(self.slotColorChanged)\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n\n\nclass CheckboxDemoWidget(BasicWidget):\n <assignment token>\n <function token>\n\n def _initUi(self):\n self.def_style = CheckBoxStyleSheet.default()\n style = DynamicObject(background=(240, 240, 240), font=('宋体', 9))\n self.ui_data = QTextEdit(self)\n self.ui_table = TableWidget(self.TOTAL_COLUMN)\n self.ui_factor = QDoubleSpinBox(self)\n self.ui_get_data = QPushButton('Get Data')\n self.ui_font_color = QPushButton(self.tr('Box Color'))\n self.ui_fill_color = QPushButton(self.tr('Fill Color'))\n self.ui_hover_color = QPushButton(self.tr('Hover Color'))\n self.ui_bg_color = QPushButton(self.tr('Background Color'))\n self.ui_fg_color = QPushButton(self.tr('Foreground Color'))\n self.ui_frozen = CheckBox(self.tr('Frozen'), stylesheet=style.dict,\n parent=self)\n self.ui_with_box = CheckBox(self.tr('With box'), stylesheet=style.\n dict, parent=self)\n tools_layout = QHBoxLayout()\n for x in (self.ui_frozen, self.ui_with_box, QLabel(self.tr(\n 'Size Factor')), self.ui_factor, self.ui_fill_color, self.\n ui_hover_color, self.ui_bg_color, self.ui_fg_color):\n tools_layout.addWidget(x)\n layout = QVBoxLayout()\n layout.addWidget(self.ui_table)\n layout.addLayout(tools_layout)\n layout.addWidget(self.ui_get_data)\n layout.addWidget(self.ui_data)\n self.setLayout(layout)\n self.setWindowTitle(self.tr('Checkbox Demo'))\n\n def _initData(self):\n for row in range(self.TOTAL_ROW):\n data = [str(row)] * self.ui_table.columnCount()\n data[-1] = str(row % 2 == 0)\n data[-2] = str(row % 2 == 1)\n self.ui_table.addRow(data)\n self.ui_factor.setSingleStep(0.1)\n self.ui_factor.setValue(self.def_style.sizeFactor)\n self.ui_with_box.setChecked(self.def_style.withBox)\n self.ui_table.setItemDelegateForColumn(self.CHECKBOX_COLUMN,\n CheckBoxDelegate(parent=self))\n\n def _initStyle(self):\n self.ui_table.setAutoWidth()\n self.ui_table.setAutoHeight(True)\n self.ui_table.setItemSelectMode()\n self.ui_table.setTableAlignment(Qt.AlignCenter)\n [self.ui_table.openPersistentEditor(self.ui_table.item(row, self.\n CHECKBOX_COLUMN)) for row in range(self.ui_table.rowCount())]\n\n def _initSignalAndSlots(self):\n self.ui_with_box.stateChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(withBox=x == Qt.Checked)))\n self.ui_frozen.stateChanged.connect(lambda x: self.ui_table.\n frozenTable(x == Qt.Checked))\n self.ui_factor.valueChanged.connect(lambda x: self.\n slotCheckboxStyleChanged(DynamicObject(sizeFactor=x)))\n self.ui_get_data.clicked.connect(lambda : self.ui_data.setText('{}'\n .format(self.ui_table.getTableData())))\n self.ui_fill_color.clicked.connect(self.slotColorChanged)\n self.ui_hover_color.clicked.connect(self.slotColorChanged)\n self.ui_bg_color.clicked.connect(self.slotColorChanged)\n self.ui_fg_color.clicked.connect(self.slotColorChanged)\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n\n\nclass CheckboxDemoWidget(BasicWidget):\n <assignment token>\n <function token>\n\n def _initUi(self):\n self.def_style = CheckBoxStyleSheet.default()\n style = DynamicObject(background=(240, 240, 240), font=('宋体', 9))\n self.ui_data = QTextEdit(self)\n self.ui_table = TableWidget(self.TOTAL_COLUMN)\n self.ui_factor = QDoubleSpinBox(self)\n self.ui_get_data = QPushButton('Get Data')\n self.ui_font_color = QPushButton(self.tr('Box Color'))\n self.ui_fill_color = QPushButton(self.tr('Fill Color'))\n self.ui_hover_color = QPushButton(self.tr('Hover Color'))\n self.ui_bg_color = QPushButton(self.tr('Background Color'))\n self.ui_fg_color = QPushButton(self.tr('Foreground Color'))\n self.ui_frozen = CheckBox(self.tr('Frozen'), stylesheet=style.dict,\n parent=self)\n self.ui_with_box = CheckBox(self.tr('With box'), stylesheet=style.\n dict, parent=self)\n tools_layout = QHBoxLayout()\n for x in (self.ui_frozen, self.ui_with_box, QLabel(self.tr(\n 'Size Factor')), self.ui_factor, self.ui_fill_color, self.\n ui_hover_color, self.ui_bg_color, self.ui_fg_color):\n tools_layout.addWidget(x)\n layout = QVBoxLayout()\n layout.addWidget(self.ui_table)\n layout.addLayout(tools_layout)\n layout.addWidget(self.ui_get_data)\n layout.addWidget(self.ui_data)\n self.setLayout(layout)\n self.setWindowTitle(self.tr('Checkbox Demo'))\n\n def _initData(self):\n for row in range(self.TOTAL_ROW):\n data = [str(row)] * self.ui_table.columnCount()\n data[-1] = str(row % 2 == 0)\n data[-2] = str(row % 2 == 1)\n self.ui_table.addRow(data)\n self.ui_factor.setSingleStep(0.1)\n self.ui_factor.setValue(self.def_style.sizeFactor)\n self.ui_with_box.setChecked(self.def_style.withBox)\n self.ui_table.setItemDelegateForColumn(self.CHECKBOX_COLUMN,\n CheckBoxDelegate(parent=self))\n\n def _initStyle(self):\n self.ui_table.setAutoWidth()\n self.ui_table.setAutoHeight(True)\n self.ui_table.setItemSelectMode()\n self.ui_table.setTableAlignment(Qt.AlignCenter)\n [self.ui_table.openPersistentEditor(self.ui_table.item(row, self.\n CHECKBOX_COLUMN)) for row in range(self.ui_table.rowCount())]\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n\n\nclass CheckboxDemoWidget(BasicWidget):\n <assignment token>\n <function token>\n\n def _initUi(self):\n self.def_style = CheckBoxStyleSheet.default()\n style = DynamicObject(background=(240, 240, 240), font=('宋体', 9))\n self.ui_data = QTextEdit(self)\n self.ui_table = TableWidget(self.TOTAL_COLUMN)\n self.ui_factor = QDoubleSpinBox(self)\n self.ui_get_data = QPushButton('Get Data')\n self.ui_font_color = QPushButton(self.tr('Box Color'))\n self.ui_fill_color = QPushButton(self.tr('Fill Color'))\n self.ui_hover_color = QPushButton(self.tr('Hover Color'))\n self.ui_bg_color = QPushButton(self.tr('Background Color'))\n self.ui_fg_color = QPushButton(self.tr('Foreground Color'))\n self.ui_frozen = CheckBox(self.tr('Frozen'), stylesheet=style.dict,\n parent=self)\n self.ui_with_box = CheckBox(self.tr('With box'), stylesheet=style.\n dict, parent=self)\n tools_layout = QHBoxLayout()\n for x in (self.ui_frozen, self.ui_with_box, QLabel(self.tr(\n 'Size Factor')), self.ui_factor, self.ui_fill_color, self.\n ui_hover_color, self.ui_bg_color, self.ui_fg_color):\n tools_layout.addWidget(x)\n layout = QVBoxLayout()\n layout.addWidget(self.ui_table)\n layout.addLayout(tools_layout)\n layout.addWidget(self.ui_get_data)\n layout.addWidget(self.ui_data)\n self.setLayout(layout)\n self.setWindowTitle(self.tr('Checkbox Demo'))\n\n def _initData(self):\n for row in range(self.TOTAL_ROW):\n data = [str(row)] * self.ui_table.columnCount()\n data[-1] = str(row % 2 == 0)\n data[-2] = str(row % 2 == 1)\n self.ui_table.addRow(data)\n self.ui_factor.setSingleStep(0.1)\n self.ui_factor.setValue(self.def_style.sizeFactor)\n self.ui_with_box.setChecked(self.def_style.withBox)\n self.ui_table.setItemDelegateForColumn(self.CHECKBOX_COLUMN,\n CheckBoxDelegate(parent=self))\n <function token>\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n\n\nclass CheckboxDemoWidget(BasicWidget):\n <assignment token>\n <function token>\n <function token>\n\n def _initData(self):\n for row in range(self.TOTAL_ROW):\n data = [str(row)] * self.ui_table.columnCount()\n data[-1] = str(row % 2 == 0)\n data[-2] = str(row % 2 == 1)\n self.ui_table.addRow(data)\n self.ui_factor.setSingleStep(0.1)\n self.ui_factor.setValue(self.def_style.sizeFactor)\n self.ui_with_box.setChecked(self.def_style.withBox)\n self.ui_table.setItemDelegateForColumn(self.CHECKBOX_COLUMN,\n CheckBoxDelegate(parent=self))\n <function token>\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n\n\nclass CheckboxDemoWidget(BasicWidget):\n <assignment token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n<class token>\n<code token>\n" ]

[ "import os\nimport numpy as np\nfrom PIL import Image, ImageDraw, ImageFont\n\ndef save_bbox_images(image, bbox, label, name, path, background_class):\n image = image.cpu().permute(1, 2, 0).numpy()\n image = draw_boxes_on_images(image, bbox, label, background_class)\n image.save(os.path.join(path,'{}.jpg'.format(name)),quality=95)\n\ndef draw_boxes_on_images(image, bbox, label, background_class):\n scale = 224/max(image.shape)\n H = int(scale*image.shape[0])\n W = int(scale*image.shape[1])\n bbox = bbox*scale\n fnt = ImageFont.load_default()\n image = Image.fromarray(np.uint8(image*255), 'RGB')\n image = image.resize((W, H))\n draw = ImageDraw.Draw(image)\n for i in range(bbox.shape[0]):\n if background_class and label[i]=='__background__':\n continue\n kp = bbox[i,:].tolist()\n color = (0,0, 255)\n draw.rectangle(kp, outline=color, fill=None)\n color = (0,255,0)\n if kp[0]<0:\n x_0 = kp[2] - len(label[i])*8\n else:\n x_0 = kp[0] + 1\n if kp[1]<0:\n x_1 = kp[3] - 12\n else:\n x_1 = kp[1] + 1\n draw.text((x_0, x_1), label[i], width=12, fill=color, font=fnt)\n return image", "import os\nimport numpy as np\nfrom PIL import Image, ImageDraw, ImageFont\n\n\ndef save_bbox_images(image, bbox, label, name, path, background_class):\n image = image.cpu().permute(1, 2, 0).numpy()\n image = draw_boxes_on_images(image, bbox, label, background_class)\n image.save(os.path.join(path, '{}.jpg'.format(name)), quality=95)\n\n\ndef draw_boxes_on_images(image, bbox, label, background_class):\n scale = 224 / max(image.shape)\n H = int(scale * image.shape[0])\n W = int(scale * image.shape[1])\n bbox = bbox * scale\n fnt = ImageFont.load_default()\n image = Image.fromarray(np.uint8(image * 255), 'RGB')\n image = image.resize((W, H))\n draw = ImageDraw.Draw(image)\n for i in range(bbox.shape[0]):\n if background_class and label[i] == '__background__':\n continue\n kp = bbox[i, :].tolist()\n color = 0, 0, 255\n draw.rectangle(kp, outline=color, fill=None)\n color = 0, 255, 0\n if kp[0] < 0:\n x_0 = kp[2] - len(label[i]) * 8\n else:\n x_0 = kp[0] + 1\n if kp[1] < 0:\n x_1 = kp[3] - 12\n else:\n x_1 = kp[1] + 1\n draw.text((x_0, x_1), label[i], width=12, fill=color, font=fnt)\n return image\n", "<import token>\n\n\ndef save_bbox_images(image, bbox, label, name, path, background_class):\n image = image.cpu().permute(1, 2, 0).numpy()\n image = draw_boxes_on_images(image, bbox, label, background_class)\n image.save(os.path.join(path, '{}.jpg'.format(name)), quality=95)\n\n\ndef draw_boxes_on_images(image, bbox, label, background_class):\n scale = 224 / max(image.shape)\n H = int(scale * image.shape[0])\n W = int(scale * image.shape[1])\n bbox = bbox * scale\n fnt = ImageFont.load_default()\n image = Image.fromarray(np.uint8(image * 255), 'RGB')\n image = image.resize((W, H))\n draw = ImageDraw.Draw(image)\n for i in range(bbox.shape[0]):\n if background_class and label[i] == '__background__':\n continue\n kp = bbox[i, :].tolist()\n color = 0, 0, 255\n draw.rectangle(kp, outline=color, fill=None)\n color = 0, 255, 0\n if kp[0] < 0:\n x_0 = kp[2] - len(label[i]) * 8\n else:\n x_0 = kp[0] + 1\n if kp[1] < 0:\n x_1 = kp[3] - 12\n else:\n x_1 = kp[1] + 1\n draw.text((x_0, x_1), label[i], width=12, fill=color, font=fnt)\n return image\n", "<import token>\n<function token>\n\n\ndef draw_boxes_on_images(image, bbox, label, background_class):\n scale = 224 / max(image.shape)\n H = int(scale * image.shape[0])\n W = int(scale * image.shape[1])\n bbox = bbox * scale\n fnt = ImageFont.load_default()\n image = Image.fromarray(np.uint8(image * 255), 'RGB')\n image = image.resize((W, H))\n draw = ImageDraw.Draw(image)\n for i in range(bbox.shape[0]):\n if background_class and label[i] == '__background__':\n continue\n kp = bbox[i, :].tolist()\n color = 0, 0, 255\n draw.rectangle(kp, outline=color, fill=None)\n color = 0, 255, 0\n if kp[0] < 0:\n x_0 = kp[2] - len(label[i]) * 8\n else:\n x_0 = kp[0] + 1\n if kp[1] < 0:\n x_1 = kp[3] - 12\n else:\n x_1 = kp[1] + 1\n draw.text((x_0, x_1), label[i], width=12, fill=color, font=fnt)\n return image\n", "<import token>\n<function token>\n<function token>\n" ]

[ "# Don't send empty bitplanes.\r\n#\r\n# The sender adds to the number of received bitplanes the number of\r\n# skipped (zero) bitplanes of the chunk sent.\r\n\r\n# The receiver computes the first received\r\n# bitplane (apart from the bitplane with the signs) and report a\r\n# number of bitplanes received equal to the real number of received\r\n# bitplanes plus the number of skipped bitplanes.\r\n\r\nimport struct\r\nimport numpy as np\r\nfrom intercom import Intercom\r\nfrom intercom_dfc import Intercom_DFC\r\n\r\nif __debug__:\r\n import sys\r\n\r\nclass Intercom_empty(Intercom_DFC):\r\n\r\n def init(self, args):\r\n Intercom_DFC.init(self, args)\r\n self.ignored_bps = 0\r\n self.packet_format = f\"!BHBB{self.frames_per_chunk//8}B\"\r\n\r\n def receive_and_buffer(self):\r\n \r\n message, source_address = self.receiving_sock.recvfrom(Intercom.MAX_MESSAGE_SIZE)\r\n ig_bps, received_chunk_number, received_bitplane_number, self.NORB, *bitplane = struct.unpack(self.packet_format, message)\r\n bitplane = np.asarray(bitplane, dtype=np.uint8)\r\n bitplane = np.unpackbits(bitplane)\r\n bitplane = bitplane.astype(np.uint16)\r\n self._buffer[received_chunk_number % self.cells_in_buffer][:, received_bitplane_number%self.number_of_channels] |= (bitplane << received_bitplane_number//self.number_of_channels)\r\n self.received_bitplanes_per_chunk[received_chunk_number % self.cells_in_buffer] += 1 + ig_bps\r\n return received_chunk_number\r\n \r\n def send_bitplane(self, indata, bitplane_number, last_BPTS): \r\n bitplane = (indata[:, bitplane_number%self.number_of_channels] >> bitplane_number//self.number_of_channels) & 1\r\n if not np.any(bitplane) and bitplane_number != last_BPTS:\r\n self.ignored_bps += 1\r\n else:\r\n bitplane = bitplane.astype(np.uint8)\r\n bitplane = np.packbits(bitplane)\r\n message = struct.pack(self.packet_format, self.ignored_bps, self.recorded_chunk_number, bitplane_number, self.received_bitplanes_per_chunk[(self.played_chunk_number+1) % self.cells_in_buffer]+1, *bitplane)\r\n self.sending_sock.sendto(message, (self.destination_IP_addr, self.destination_port))\r\n self.ignored_bps = 0\r\n\r\n def send(self, indata):\r\n signs = indata & 0x8000\r\n magnitudes = abs(indata)\r\n indata = signs | magnitudes\r\n \r\n self.NOBPTS = int(0.75*self.NOBPTS + 0.25*self.NORB)\r\n self.NOBPTS += 1\r\n if self.NOBPTS > self.max_NOBPTS:\r\n self.NOBPTS = self.max_NOBPTS\r\n last_BPTS = self.max_NOBPTS - self.NOBPTS - 1\r\n self.send_bitplane(indata, self.max_NOBPTS-1, last_BPTS)\r\n self.send_bitplane(indata, self.max_NOBPTS-2, last_BPTS)\r\n for bitplane_number in range(self.max_NOBPTS-3, last_BPTS, -1):\r\n self.send_bitplane(indata, bitplane_number, last_BPTS)\r\n self.recorded_chunk_number = (self.recorded_chunk_number + 1) % self.MAX_CHUNK_NUMBER\r\n \r\n\r\nif __name__ == \"__main__\":\r\n intercom = Intercom_empty()\r\n parser = intercom.add_args()\r\n args = parser.parse_args()\r\n intercom.init(args)\r\n intercom.run()\r\n", "import struct\nimport numpy as np\nfrom intercom import Intercom\nfrom intercom_dfc import Intercom_DFC\nif __debug__:\n import sys\n\n\nclass Intercom_empty(Intercom_DFC):\n\n def init(self, args):\n Intercom_DFC.init(self, args)\n self.ignored_bps = 0\n self.packet_format = f'!BHBB{self.frames_per_chunk // 8}B'\n\n def receive_and_buffer(self):\n message, source_address = self.receiving_sock.recvfrom(Intercom.\n MAX_MESSAGE_SIZE)\n (ig_bps, received_chunk_number, received_bitplane_number, self.NORB,\n *bitplane) = struct.unpack(self.packet_format, message)\n bitplane = np.asarray(bitplane, dtype=np.uint8)\n bitplane = np.unpackbits(bitplane)\n bitplane = bitplane.astype(np.uint16)\n self._buffer[received_chunk_number % self.cells_in_buffer][:, \n received_bitplane_number % self.number_of_channels\n ] |= bitplane << received_bitplane_number // self.number_of_channels\n self.received_bitplanes_per_chunk[received_chunk_number % self.\n cells_in_buffer] += 1 + ig_bps\n return received_chunk_number\n\n def send_bitplane(self, indata, bitplane_number, last_BPTS):\n bitplane = indata[:, bitplane_number % self.number_of_channels\n ] >> bitplane_number // self.number_of_channels & 1\n if not np.any(bitplane) and bitplane_number != last_BPTS:\n self.ignored_bps += 1\n else:\n bitplane = bitplane.astype(np.uint8)\n bitplane = np.packbits(bitplane)\n message = struct.pack(self.packet_format, self.ignored_bps,\n self.recorded_chunk_number, bitplane_number, self.\n received_bitplanes_per_chunk[(self.played_chunk_number + 1) %\n self.cells_in_buffer] + 1, *bitplane)\n self.sending_sock.sendto(message, (self.destination_IP_addr,\n self.destination_port))\n self.ignored_bps = 0\n\n def send(self, indata):\n signs = indata & 32768\n magnitudes = abs(indata)\n indata = signs | magnitudes\n self.NOBPTS = int(0.75 * self.NOBPTS + 0.25 * self.NORB)\n self.NOBPTS += 1\n if self.NOBPTS > self.max_NOBPTS:\n self.NOBPTS = self.max_NOBPTS\n last_BPTS = self.max_NOBPTS - self.NOBPTS - 1\n self.send_bitplane(indata, self.max_NOBPTS - 1, last_BPTS)\n self.send_bitplane(indata, self.max_NOBPTS - 2, last_BPTS)\n for bitplane_number in range(self.max_NOBPTS - 3, last_BPTS, -1):\n self.send_bitplane(indata, bitplane_number, last_BPTS)\n self.recorded_chunk_number = (self.recorded_chunk_number + 1\n ) % self.MAX_CHUNK_NUMBER\n\n\nif __name__ == '__main__':\n intercom = Intercom_empty()\n parser = intercom.add_args()\n args = parser.parse_args()\n intercom.init(args)\n intercom.run()\n", "<import token>\nif __debug__:\n import sys\n\n\nclass Intercom_empty(Intercom_DFC):\n\n def init(self, args):\n Intercom_DFC.init(self, args)\n self.ignored_bps = 0\n self.packet_format = f'!BHBB{self.frames_per_chunk // 8}B'\n\n def receive_and_buffer(self):\n message, source_address = self.receiving_sock.recvfrom(Intercom.\n MAX_MESSAGE_SIZE)\n (ig_bps, received_chunk_number, received_bitplane_number, self.NORB,\n *bitplane) = struct.unpack(self.packet_format, message)\n bitplane = np.asarray(bitplane, dtype=np.uint8)\n bitplane = np.unpackbits(bitplane)\n bitplane = bitplane.astype(np.uint16)\n self._buffer[received_chunk_number % self.cells_in_buffer][:, \n received_bitplane_number % self.number_of_channels\n ] |= bitplane << received_bitplane_number // self.number_of_channels\n self.received_bitplanes_per_chunk[received_chunk_number % self.\n cells_in_buffer] += 1 + ig_bps\n return received_chunk_number\n\n def send_bitplane(self, indata, bitplane_number, last_BPTS):\n bitplane = indata[:, bitplane_number % self.number_of_channels\n ] >> bitplane_number // self.number_of_channels & 1\n if not np.any(bitplane) and bitplane_number != last_BPTS:\n self.ignored_bps += 1\n else:\n bitplane = bitplane.astype(np.uint8)\n bitplane = np.packbits(bitplane)\n message = struct.pack(self.packet_format, self.ignored_bps,\n self.recorded_chunk_number, bitplane_number, self.\n received_bitplanes_per_chunk[(self.played_chunk_number + 1) %\n self.cells_in_buffer] + 1, *bitplane)\n self.sending_sock.sendto(message, (self.destination_IP_addr,\n self.destination_port))\n self.ignored_bps = 0\n\n def send(self, indata):\n signs = indata & 32768\n magnitudes = abs(indata)\n indata = signs | magnitudes\n self.NOBPTS = int(0.75 * self.NOBPTS + 0.25 * self.NORB)\n self.NOBPTS += 1\n if self.NOBPTS > self.max_NOBPTS:\n self.NOBPTS = self.max_NOBPTS\n last_BPTS = self.max_NOBPTS - self.NOBPTS - 1\n self.send_bitplane(indata, self.max_NOBPTS - 1, last_BPTS)\n self.send_bitplane(indata, self.max_NOBPTS - 2, last_BPTS)\n for bitplane_number in range(self.max_NOBPTS - 3, last_BPTS, -1):\n self.send_bitplane(indata, bitplane_number, last_BPTS)\n self.recorded_chunk_number = (self.recorded_chunk_number + 1\n ) % self.MAX_CHUNK_NUMBER\n\n\nif __name__ == '__main__':\n intercom = Intercom_empty()\n parser = intercom.add_args()\n args = parser.parse_args()\n intercom.init(args)\n intercom.run()\n", "<import token>\n<code token>\n\n\nclass Intercom_empty(Intercom_DFC):\n\n def init(self, args):\n Intercom_DFC.init(self, args)\n self.ignored_bps = 0\n self.packet_format = f'!BHBB{self.frames_per_chunk // 8}B'\n\n def receive_and_buffer(self):\n message, source_address = self.receiving_sock.recvfrom(Intercom.\n MAX_MESSAGE_SIZE)\n (ig_bps, received_chunk_number, received_bitplane_number, self.NORB,\n *bitplane) = struct.unpack(self.packet_format, message)\n bitplane = np.asarray(bitplane, dtype=np.uint8)\n bitplane = np.unpackbits(bitplane)\n bitplane = bitplane.astype(np.uint16)\n self._buffer[received_chunk_number % self.cells_in_buffer][:, \n received_bitplane_number % self.number_of_channels\n ] |= bitplane << received_bitplane_number // self.number_of_channels\n self.received_bitplanes_per_chunk[received_chunk_number % self.\n cells_in_buffer] += 1 + ig_bps\n return received_chunk_number\n\n def send_bitplane(self, indata, bitplane_number, last_BPTS):\n bitplane = indata[:, bitplane_number % self.number_of_channels\n ] >> bitplane_number // self.number_of_channels & 1\n if not np.any(bitplane) and bitplane_number != last_BPTS:\n self.ignored_bps += 1\n else:\n bitplane = bitplane.astype(np.uint8)\n bitplane = np.packbits(bitplane)\n message = struct.pack(self.packet_format, self.ignored_bps,\n self.recorded_chunk_number, bitplane_number, self.\n received_bitplanes_per_chunk[(self.played_chunk_number + 1) %\n self.cells_in_buffer] + 1, *bitplane)\n self.sending_sock.sendto(message, (self.destination_IP_addr,\n self.destination_port))\n self.ignored_bps = 0\n\n def send(self, indata):\n signs = indata & 32768\n magnitudes = abs(indata)\n indata = signs | magnitudes\n self.NOBPTS = int(0.75 * self.NOBPTS + 0.25 * self.NORB)\n self.NOBPTS += 1\n if self.NOBPTS > self.max_NOBPTS:\n self.NOBPTS = self.max_NOBPTS\n last_BPTS = self.max_NOBPTS - self.NOBPTS - 1\n self.send_bitplane(indata, self.max_NOBPTS - 1, last_BPTS)\n self.send_bitplane(indata, self.max_NOBPTS - 2, last_BPTS)\n for bitplane_number in range(self.max_NOBPTS - 3, last_BPTS, -1):\n self.send_bitplane(indata, bitplane_number, last_BPTS)\n self.recorded_chunk_number = (self.recorded_chunk_number + 1\n ) % self.MAX_CHUNK_NUMBER\n\n\n<code token>\n", "<import token>\n<code token>\n\n\nclass Intercom_empty(Intercom_DFC):\n <function token>\n\n def receive_and_buffer(self):\n message, source_address = self.receiving_sock.recvfrom(Intercom.\n MAX_MESSAGE_SIZE)\n (ig_bps, received_chunk_number, received_bitplane_number, self.NORB,\n *bitplane) = struct.unpack(self.packet_format, message)\n bitplane = np.asarray(bitplane, dtype=np.uint8)\n bitplane = np.unpackbits(bitplane)\n bitplane = bitplane.astype(np.uint16)\n self._buffer[received_chunk_number % self.cells_in_buffer][:, \n received_bitplane_number % self.number_of_channels\n ] |= bitplane << received_bitplane_number // self.number_of_channels\n self.received_bitplanes_per_chunk[received_chunk_number % self.\n cells_in_buffer] += 1 + ig_bps\n return received_chunk_number\n\n def send_bitplane(self, indata, bitplane_number, last_BPTS):\n bitplane = indata[:, bitplane_number % self.number_of_channels\n ] >> bitplane_number // self.number_of_channels & 1\n if not np.any(bitplane) and bitplane_number != last_BPTS:\n self.ignored_bps += 1\n else:\n bitplane = bitplane.astype(np.uint8)\n bitplane = np.packbits(bitplane)\n message = struct.pack(self.packet_format, self.ignored_bps,\n self.recorded_chunk_number, bitplane_number, self.\n received_bitplanes_per_chunk[(self.played_chunk_number + 1) %\n self.cells_in_buffer] + 1, *bitplane)\n self.sending_sock.sendto(message, (self.destination_IP_addr,\n self.destination_port))\n self.ignored_bps = 0\n\n def send(self, indata):\n signs = indata & 32768\n magnitudes = abs(indata)\n indata = signs | magnitudes\n self.NOBPTS = int(0.75 * self.NOBPTS + 0.25 * self.NORB)\n self.NOBPTS += 1\n if self.NOBPTS > self.max_NOBPTS:\n self.NOBPTS = self.max_NOBPTS\n last_BPTS = self.max_NOBPTS - self.NOBPTS - 1\n self.send_bitplane(indata, self.max_NOBPTS - 1, last_BPTS)\n self.send_bitplane(indata, self.max_NOBPTS - 2, last_BPTS)\n for bitplane_number in range(self.max_NOBPTS - 3, last_BPTS, -1):\n self.send_bitplane(indata, bitplane_number, last_BPTS)\n self.recorded_chunk_number = (self.recorded_chunk_number + 1\n ) % self.MAX_CHUNK_NUMBER\n\n\n<code token>\n", "<import token>\n<code token>\n\n\nclass Intercom_empty(Intercom_DFC):\n <function token>\n\n def receive_and_buffer(self):\n message, source_address = self.receiving_sock.recvfrom(Intercom.\n MAX_MESSAGE_SIZE)\n (ig_bps, received_chunk_number, received_bitplane_number, self.NORB,\n *bitplane) = struct.unpack(self.packet_format, message)\n bitplane = np.asarray(bitplane, dtype=np.uint8)\n bitplane = np.unpackbits(bitplane)\n bitplane = bitplane.astype(np.uint16)\n self._buffer[received_chunk_number % self.cells_in_buffer][:, \n received_bitplane_number % self.number_of_channels\n ] |= bitplane << received_bitplane_number // self.number_of_channels\n self.received_bitplanes_per_chunk[received_chunk_number % self.\n cells_in_buffer] += 1 + ig_bps\n return received_chunk_number\n <function token>\n\n def send(self, indata):\n signs = indata & 32768\n magnitudes = abs(indata)\n indata = signs | magnitudes\n self.NOBPTS = int(0.75 * self.NOBPTS + 0.25 * self.NORB)\n self.NOBPTS += 1\n if self.NOBPTS > self.max_NOBPTS:\n self.NOBPTS = self.max_NOBPTS\n last_BPTS = self.max_NOBPTS - self.NOBPTS - 1\n self.send_bitplane(indata, self.max_NOBPTS - 1, last_BPTS)\n self.send_bitplane(indata, self.max_NOBPTS - 2, last_BPTS)\n for bitplane_number in range(self.max_NOBPTS - 3, last_BPTS, -1):\n self.send_bitplane(indata, bitplane_number, last_BPTS)\n self.recorded_chunk_number = (self.recorded_chunk_number + 1\n ) % self.MAX_CHUNK_NUMBER\n\n\n<code token>\n", "<import token>\n<code token>\n\n\nclass Intercom_empty(Intercom_DFC):\n <function token>\n\n def receive_and_buffer(self):\n message, source_address = self.receiving_sock.recvfrom(Intercom.\n MAX_MESSAGE_SIZE)\n (ig_bps, received_chunk_number, received_bitplane_number, self.NORB,\n *bitplane) = struct.unpack(self.packet_format, message)\n bitplane = np.asarray(bitplane, dtype=np.uint8)\n bitplane = np.unpackbits(bitplane)\n bitplane = bitplane.astype(np.uint16)\n self._buffer[received_chunk_number % self.cells_in_buffer][:, \n received_bitplane_number % self.number_of_channels\n ] |= bitplane << received_bitplane_number // self.number_of_channels\n self.received_bitplanes_per_chunk[received_chunk_number % self.\n cells_in_buffer] += 1 + ig_bps\n return received_chunk_number\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n<code token>\n\n\nclass Intercom_empty(Intercom_DFC):\n <function token>\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<import token>\n<code token>\n<class token>\n<code token>\n" ]

[ "import random\nfrom words import word_list\n\n\ndef get_word():\n word = random.choice(word_list)\n return word.upper()\n\n\ndef play(word):\n word_completion = \"_\" * len(word)\n guessed = False\n guessed_letters = []\n guessed_words = []\n tries = 5\n print(\"Laten we galgje spelen!\")\n print('De regels:')\n lijst = [\n '-na een ingevoerde letter op enter drukken.',\n '-na vijf foute antwoorden ben je af.'\n ]\n for item in lijst:\n print(item)\n print(display_hangman(tries))\n print(word_completion)\n print(\"\\n\")\n print('het woord heeft', len(word), 'letters')\n\n if tries == 5:\n print('je hebt nog 5 beurten over')\n\n while not guessed and tries > 0:\n guess = input(\"Typ een letter of een woord:\").upper()\n if len(guess) == 1 and guess.isalpha():\n if guess in guessed_letters:\n print(\"Deze letter heb je al geraden.\", guess)\n elif guess not in word:\n print(guess, \"zit niet in het woord.\")\n tries -= 1\n print('je verliest een beurt, nog', (tries), 'beurten over')\n print('je hebt de letters', guessed_letters, 'al geprobeerd')\n guessed_letters.append(guess)\n else:\n print(\"Goed bezig,\", guess, \"zit in het woord!\")\n guessed_letters.append(guess)\n word_as_list = list(word_completion)\n indices = [\n i for i, letter in enumerate(word) if letter == guess\n ]\n for index in indices:\n word_as_list[index] = guess\n word_completion = \"\".join(word_as_list)\n if \"_\" not in word_completion:\n guessed = True\n elif len(guess) == len(word) and guess.isalpha():\n if guess in guessed_words:\n print(\"Je hebt het woord al geraden\", guess)\n elif guess != word:\n print(guess, \"is niet het woord.\")\n tries -= 1\n print('je verliest een beurt, nog', (tries), 'beurten over')\n guessed_words.append(guess)\n used_letters.append(guess)\n else:\n guessed = True\n word_completion = word\n else:\n print(\"Geen geldige invoer.\")\n tries -= 1\n print('je verliest een beurt, nog', (tries), 'beurten over')\n\n print(display_hangman(tries))\n print(word_completion)\n print(\"\\n\")\n if guessed:\n print(\"Gefeliciteerd, je hebt het woord geraden! je wint!\")\n else:\n print(\"Sorry, je hebt geen beurten meer. Het woord was \" + word +\n \". Volgende keer beter!\")\n\n\ndef display_hangman(tries):\n stages = [\n \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | / \\\\\n -\n \"\"\", \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | /\n -\n \"\"\", \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | \n -\n \"\"\", \"\"\"\n --------\n | |\n | O\n | \\\\|\n | |\n | \n -\n \"\"\", \"\"\"\n --------\n | |\n | O\n | |\n | |\n | \n -\n \"\"\", \"\"\"\n --------\n | |\n | O\n | \n | \n | \n -\n \"\"\"\n ]\n return stages[tries]\n\n\ndef main():\n word = get_word()\n play(word)\n while input(\"Nog een keer spelen? (J/N) \").upper() == \"J\":\n word = get_word()\n play(word)\n\n\nif __name__ == \"__main__\":\n main()\n", "import random\nfrom words import word_list\n\n\ndef get_word():\n word = random.choice(word_list)\n return word.upper()\n\n\ndef play(word):\n word_completion = '_' * len(word)\n guessed = False\n guessed_letters = []\n guessed_words = []\n tries = 5\n print('Laten we galgje spelen!')\n print('De regels:')\n lijst = ['-na een ingevoerde letter op enter drukken.',\n '-na vijf foute antwoorden ben je af.']\n for item in lijst:\n print(item)\n print(display_hangman(tries))\n print(word_completion)\n print('\\n')\n print('het woord heeft', len(word), 'letters')\n if tries == 5:\n print('je hebt nog 5 beurten over')\n while not guessed and tries > 0:\n guess = input('Typ een letter of een woord:').upper()\n if len(guess) == 1 and guess.isalpha():\n if guess in guessed_letters:\n print('Deze letter heb je al geraden.', guess)\n elif guess not in word:\n print(guess, 'zit niet in het woord.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n print('je hebt de letters', guessed_letters, 'al geprobeerd')\n guessed_letters.append(guess)\n else:\n print('Goed bezig,', guess, 'zit in het woord!')\n guessed_letters.append(guess)\n word_as_list = list(word_completion)\n indices = [i for i, letter in enumerate(word) if letter ==\n guess]\n for index in indices:\n word_as_list[index] = guess\n word_completion = ''.join(word_as_list)\n if '_' not in word_completion:\n guessed = True\n elif len(guess) == len(word) and guess.isalpha():\n if guess in guessed_words:\n print('Je hebt het woord al geraden', guess)\n elif guess != word:\n print(guess, 'is niet het woord.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n guessed_words.append(guess)\n used_letters.append(guess)\n else:\n guessed = True\n word_completion = word\n else:\n print('Geen geldige invoer.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n print(display_hangman(tries))\n print(word_completion)\n print('\\n')\n if guessed:\n print('Gefeliciteerd, je hebt het woord geraden! je wint!')\n else:\n print('Sorry, je hebt geen beurten meer. Het woord was ' + word +\n '. Volgende keer beter!')\n\n\ndef display_hangman(tries):\n stages = [\n \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | / \\\\\n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | /\n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | \n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \\\\|\n | |\n | \n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | |\n | |\n | \n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \n | \n | \n -\n \"\"\"\n ]\n return stages[tries]\n\n\ndef main():\n word = get_word()\n play(word)\n while input('Nog een keer spelen? (J/N) ').upper() == 'J':\n word = get_word()\n play(word)\n\n\nif __name__ == '__main__':\n main()\n", "<import token>\n\n\ndef get_word():\n word = random.choice(word_list)\n return word.upper()\n\n\ndef play(word):\n word_completion = '_' * len(word)\n guessed = False\n guessed_letters = []\n guessed_words = []\n tries = 5\n print('Laten we galgje spelen!')\n print('De regels:')\n lijst = ['-na een ingevoerde letter op enter drukken.',\n '-na vijf foute antwoorden ben je af.']\n for item in lijst:\n print(item)\n print(display_hangman(tries))\n print(word_completion)\n print('\\n')\n print('het woord heeft', len(word), 'letters')\n if tries == 5:\n print('je hebt nog 5 beurten over')\n while not guessed and tries > 0:\n guess = input('Typ een letter of een woord:').upper()\n if len(guess) == 1 and guess.isalpha():\n if guess in guessed_letters:\n print('Deze letter heb je al geraden.', guess)\n elif guess not in word:\n print(guess, 'zit niet in het woord.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n print('je hebt de letters', guessed_letters, 'al geprobeerd')\n guessed_letters.append(guess)\n else:\n print('Goed bezig,', guess, 'zit in het woord!')\n guessed_letters.append(guess)\n word_as_list = list(word_completion)\n indices = [i for i, letter in enumerate(word) if letter ==\n guess]\n for index in indices:\n word_as_list[index] = guess\n word_completion = ''.join(word_as_list)\n if '_' not in word_completion:\n guessed = True\n elif len(guess) == len(word) and guess.isalpha():\n if guess in guessed_words:\n print('Je hebt het woord al geraden', guess)\n elif guess != word:\n print(guess, 'is niet het woord.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n guessed_words.append(guess)\n used_letters.append(guess)\n else:\n guessed = True\n word_completion = word\n else:\n print('Geen geldige invoer.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n print(display_hangman(tries))\n print(word_completion)\n print('\\n')\n if guessed:\n print('Gefeliciteerd, je hebt het woord geraden! je wint!')\n else:\n print('Sorry, je hebt geen beurten meer. Het woord was ' + word +\n '. Volgende keer beter!')\n\n\ndef display_hangman(tries):\n stages = [\n \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | / \\\\\n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | /\n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | \n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \\\\|\n | |\n | \n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | |\n | |\n | \n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \n | \n | \n -\n \"\"\"\n ]\n return stages[tries]\n\n\ndef main():\n word = get_word()\n play(word)\n while input('Nog een keer spelen? (J/N) ').upper() == 'J':\n word = get_word()\n play(word)\n\n\nif __name__ == '__main__':\n main()\n", "<import token>\n\n\ndef get_word():\n word = random.choice(word_list)\n return word.upper()\n\n\ndef play(word):\n word_completion = '_' * len(word)\n guessed = False\n guessed_letters = []\n guessed_words = []\n tries = 5\n print('Laten we galgje spelen!')\n print('De regels:')\n lijst = ['-na een ingevoerde letter op enter drukken.',\n '-na vijf foute antwoorden ben je af.']\n for item in lijst:\n print(item)\n print(display_hangman(tries))\n print(word_completion)\n print('\\n')\n print('het woord heeft', len(word), 'letters')\n if tries == 5:\n print('je hebt nog 5 beurten over')\n while not guessed and tries > 0:\n guess = input('Typ een letter of een woord:').upper()\n if len(guess) == 1 and guess.isalpha():\n if guess in guessed_letters:\n print('Deze letter heb je al geraden.', guess)\n elif guess not in word:\n print(guess, 'zit niet in het woord.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n print('je hebt de letters', guessed_letters, 'al geprobeerd')\n guessed_letters.append(guess)\n else:\n print('Goed bezig,', guess, 'zit in het woord!')\n guessed_letters.append(guess)\n word_as_list = list(word_completion)\n indices = [i for i, letter in enumerate(word) if letter ==\n guess]\n for index in indices:\n word_as_list[index] = guess\n word_completion = ''.join(word_as_list)\n if '_' not in word_completion:\n guessed = True\n elif len(guess) == len(word) and guess.isalpha():\n if guess in guessed_words:\n print('Je hebt het woord al geraden', guess)\n elif guess != word:\n print(guess, 'is niet het woord.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n guessed_words.append(guess)\n used_letters.append(guess)\n else:\n guessed = True\n word_completion = word\n else:\n print('Geen geldige invoer.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n print(display_hangman(tries))\n print(word_completion)\n print('\\n')\n if guessed:\n print('Gefeliciteerd, je hebt het woord geraden! je wint!')\n else:\n print('Sorry, je hebt geen beurten meer. Het woord was ' + word +\n '. Volgende keer beter!')\n\n\ndef display_hangman(tries):\n stages = [\n \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | / \\\\\n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | /\n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \\\\|/\n | |\n | \n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \\\\|\n | |\n | \n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | |\n | |\n | \n -\n \"\"\"\n ,\n \"\"\"\n --------\n | |\n | O\n | \n | \n | \n -\n \"\"\"\n ]\n return stages[tries]\n\n\ndef main():\n word = get_word()\n play(word)\n while input('Nog een keer spelen? (J/N) ').upper() == 'J':\n word = get_word()\n play(word)\n\n\n<code token>\n", "<import token>\n\n\ndef get_word():\n word = random.choice(word_list)\n return word.upper()\n\n\ndef play(word):\n word_completion = '_' * len(word)\n guessed = False\n guessed_letters = []\n guessed_words = []\n tries = 5\n print('Laten we galgje spelen!')\n print('De regels:')\n lijst = ['-na een ingevoerde letter op enter drukken.',\n '-na vijf foute antwoorden ben je af.']\n for item in lijst:\n print(item)\n print(display_hangman(tries))\n print(word_completion)\n print('\\n')\n print('het woord heeft', len(word), 'letters')\n if tries == 5:\n print('je hebt nog 5 beurten over')\n while not guessed and tries > 0:\n guess = input('Typ een letter of een woord:').upper()\n if len(guess) == 1 and guess.isalpha():\n if guess in guessed_letters:\n print('Deze letter heb je al geraden.', guess)\n elif guess not in word:\n print(guess, 'zit niet in het woord.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n print('je hebt de letters', guessed_letters, 'al geprobeerd')\n guessed_letters.append(guess)\n else:\n print('Goed bezig,', guess, 'zit in het woord!')\n guessed_letters.append(guess)\n word_as_list = list(word_completion)\n indices = [i for i, letter in enumerate(word) if letter ==\n guess]\n for index in indices:\n word_as_list[index] = guess\n word_completion = ''.join(word_as_list)\n if '_' not in word_completion:\n guessed = True\n elif len(guess) == len(word) and guess.isalpha():\n if guess in guessed_words:\n print('Je hebt het woord al geraden', guess)\n elif guess != word:\n print(guess, 'is niet het woord.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n guessed_words.append(guess)\n used_letters.append(guess)\n else:\n guessed = True\n word_completion = word\n else:\n print('Geen geldige invoer.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n print(display_hangman(tries))\n print(word_completion)\n print('\\n')\n if guessed:\n print('Gefeliciteerd, je hebt het woord geraden! je wint!')\n else:\n print('Sorry, je hebt geen beurten meer. Het woord was ' + word +\n '. Volgende keer beter!')\n\n\n<function token>\n\n\ndef main():\n word = get_word()\n play(word)\n while input('Nog een keer spelen? (J/N) ').upper() == 'J':\n word = get_word()\n play(word)\n\n\n<code token>\n", "<import token>\n\n\ndef get_word():\n word = random.choice(word_list)\n return word.upper()\n\n\ndef play(word):\n word_completion = '_' * len(word)\n guessed = False\n guessed_letters = []\n guessed_words = []\n tries = 5\n print('Laten we galgje spelen!')\n print('De regels:')\n lijst = ['-na een ingevoerde letter op enter drukken.',\n '-na vijf foute antwoorden ben je af.']\n for item in lijst:\n print(item)\n print(display_hangman(tries))\n print(word_completion)\n print('\\n')\n print('het woord heeft', len(word), 'letters')\n if tries == 5:\n print('je hebt nog 5 beurten over')\n while not guessed and tries > 0:\n guess = input('Typ een letter of een woord:').upper()\n if len(guess) == 1 and guess.isalpha():\n if guess in guessed_letters:\n print('Deze letter heb je al geraden.', guess)\n elif guess not in word:\n print(guess, 'zit niet in het woord.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n print('je hebt de letters', guessed_letters, 'al geprobeerd')\n guessed_letters.append(guess)\n else:\n print('Goed bezig,', guess, 'zit in het woord!')\n guessed_letters.append(guess)\n word_as_list = list(word_completion)\n indices = [i for i, letter in enumerate(word) if letter ==\n guess]\n for index in indices:\n word_as_list[index] = guess\n word_completion = ''.join(word_as_list)\n if '_' not in word_completion:\n guessed = True\n elif len(guess) == len(word) and guess.isalpha():\n if guess in guessed_words:\n print('Je hebt het woord al geraden', guess)\n elif guess != word:\n print(guess, 'is niet het woord.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n guessed_words.append(guess)\n used_letters.append(guess)\n else:\n guessed = True\n word_completion = word\n else:\n print('Geen geldige invoer.')\n tries -= 1\n print('je verliest een beurt, nog', tries, 'beurten over')\n print(display_hangman(tries))\n print(word_completion)\n print('\\n')\n if guessed:\n print('Gefeliciteerd, je hebt het woord geraden! je wint!')\n else:\n print('Sorry, je hebt geen beurten meer. Het woord was ' + word +\n '. Volgende keer beter!')\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n\n\ndef get_word():\n word = random.choice(word_list)\n return word.upper()\n\n\n<function token>\n<function token>\n<function token>\n<code token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<code token>\n" ]

[ "#!/usr/bin/env python\n#\n# Copyright (C) 2012 W. Trevor King <[email protected]>\n#\n# This file is part of pycomedi.\n#\n# pycomedi is free software: you can redistribute it and/or modify it under the\n# terms of the GNU General Public License as published by the Free Software\n# Foundation, either version 2 of the License, or (at your option) any later\n# version.\n#\n# pycomedi is distributed in the hope that it will be useful, but WITHOUT ANY\n# WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR\n# A PARTICULAR PURPOSE. See the GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License along with\n# pycomedi. If not, see <http://www.gnu.org/licenses/>.\n\n\"\"\"Output a series of data files using an analog output Comedi subdevice.\n\"\"\"\n\nimport os.path as _os_path\n\nimport numpy as _numpy\n# from scipy.io import wavfile as _wavfile\ntry:\n import pycomedi.constant\nexcept:\n pass\nfrom pycomedi.device import Device as _Device\nfrom pycomedi.subdevice import StreamingSubdevice as _StreamingSubdevice\nfrom pycomedi.channel import AnalogChannel as _AnalogChannel\nfrom pycomedi import constant as _constant\nfrom pycomedi import utility as _utility\n\n\nNUMPY_FREQ = 5e5\nLOADER = { # frequency,raw_signal = LOADER[extension](filename)\n '.npy': lambda filename: (NUMPY_FREQ, _numpy.load(filename)),\n '.wav':None,\n }\n\n\ndef setup_device(filename, subdevice, channels, range, aref):\n \"\"\"Open the Comedi device at filename and setup analog output channels.\n \"\"\"\n device = _Device(filename=filename)\n device.open()\n if subdevice is None:\n ao_subdevice = device.find_subdevice_by_type(\n _constant.SUBDEVICE_TYPE.ao, factory=_StreamingSubdevice)\n else:\n ao_subdevice = device.subdevice(subdevice, factory=_StreamingSubdevice)\n ao_channels = [\n ao_subdevice.channel(i, factory=_AnalogChannel, range=range, aref=aref)\n for i in channels]\n return (device, ao_subdevice, ao_channels)\n\ndef load(filename):\n \"\"\"Load a date file and return (frequency, unit_output_signal)\n\n Values in unit_output_signal are scaled to the range [-1,1].\n \"\"\"\n root,ext = _os_path.splitext(filename)\n loader = LOADER[ext]\n frequency,raw_signal = loader(filename)\n iinfo = _numpy.iinfo(raw_signal.dtype)\n raw_signal_midpoint = (iinfo.max + iinfo.min)/2.\n raw_signal_range = iinfo.max - raw_signal_midpoint\n unit_output_signal = (raw_signal - raw_signal_midpoint)/raw_signal_range\n return (frequency, unit_output_signal)\n\ndef generate_output_buffer(ao_subdevice, ao_channels, output_signal):\n \"\"\"Setup an output buffer from unit_output_signal\n\n The output signal in bits is scaled so that -1 in\n unit_output_signal maps to the minimum output voltage for each\n channel, and +1 in unit_output_signal maps to the maximum output\n voltage for each channel.\n \"\"\"\n ao_dtype = ao_subdevice.get_dtype()\n n_samps,n_chans = output_signal.shape\n assert n_chans <= len(ao_channels), (\n 'need at least {0} channels but have only {1}'.format(\n n_chans, ao_channels))\n ao_buffer = _numpy.zeros((n_samps, n_chans), dtype=ao_dtype)\n for i in range(n_chans):\n range_ = ao_channels[i].range\n midpoint = (range_.max + range_.min)/2\n v_amp = range_.max - midpoint\n v_amp = 1.0\n converter = ao_channels[i].get_converter()\n unit_output_signal=output_signal[:,i]\n unit_output_signal = _numpy.divide(unit_output_signal.astype('float64'),_numpy.max(unit_output_signal))\n volt_output_signal = unit_output_signal*v_amp + midpoint\n # volt_output_signal[:] = 0\n # ao_buffer[:,i] = converter.from_physical(volt_output_signal)\n zero = (2**16)/2\n unit = int(round(float(2**16)/(2*v_amp)))\n # ao_buffer[:,i]=(volt_output_signal*unit+zero).astype(ao_dtype)\n ao_buffer[:,i]= converter.from_physical(volt_output_signal)\n\n # for k in range(volt_output_signal.shape[0]):\n # print converter.from_physical(volt_output_signal[k])\n # ao_buffer[k,i]=converter.from_physical(volt_output_signal[k])\n # from matplotlib import pyplot as plt\n # import ipdb; ipdb.set_trace()\n return ao_buffer\n\ndef setup_command(ao_subdevice, ao_channels, frequency, output_buffer):\n \"\"\"Setup ao_subdevice.cmd to output output_buffer using ao_channels\n \"\"\"\n scan_period_ns = int(1e9 / frequency)\n n_chan = output_buffer.shape[1]\n ao_cmd = ao_subdevice.get_cmd_generic_timed(n_chan, scan_period_ns)\n ao_cmd.start_src = _constant.TRIG_SRC.int\n ao_cmd.start_arg = 0\n ao_cmd.stop_src = _constant.TRIG_SRC.none\n ao_cmd.stop_arg = 0\n # ao_cmd.stop_src = _constant.TRIG_SRC.count\n # ao_cmd.stop_arg = len(output_buffer)\n ao_cmd.chanlist = ao_channels[:n_chan]\n import ipdb; ipdb.set_trace()\n ao_subdevice.cmd = ao_cmd\n\ndef run_command(device, ao_subdevice, output_buffer):\n \"\"\"Write output_buffer using ao_subdevice\n\n Blocks until the output is complete.\n \"\"\"\n ao_subdevice.command()\n writer = _utility.Writer(\n ao_subdevice, output_buffer,\n preload=ao_subdevice.get_buffer_size()/output_buffer.itemsize,\n block_while_running=False)\n import ipdb; ipdb.set_trace()\n writer.start()\n device.do_insn(_utility.inttrig_insn(ao_subdevice))\n import ipdb; ipdb.set_trace()\n writer.join()\n\ndef run(filename, subdevice, channels, range, aref, mmap=False, files=[]):\n\n import os\n import tempfile\n from numpy import arange, iinfo, int16, pi, save, sin, zeros\n\n # Create temporary files for testing.\n p = 5\n time = arange(p*NUMPY_FREQ, dtype=float)/NUMPY_FREQ\n f = 1e3\n iint16 = iinfo(int16)\n a = (iint16.max - iint16.min)/2.\n one_chan = zeros(time.shape, dtype=int16)\n one_chan[:] = a*sin(2*pi*f*time)\n # fd,one_chan_path = tempfile.mkstemp(prefix='pycomedi-', suffix='.npy')\n # fp = os.fdopen(fd, 'w')\n # >>> save(fp, one_chan)\n # >>> fp.close()\n\n # two_chan = zeros((NUMPY_FREQ,2), dtype=int16)\n # two_chan[:,0] = a*sin(f*time/(2*pi))\n # two_chan[:,1] = a*sin(2*f*time/(2*pi))\n # datadict = {'one_chan': one_chan, 'two_chan': two_chan}\n datadict = {'one_chan': one_chan}\n # >>> fd,two_chan_path = tempfile.mkstemp(prefix='pycomedi-', suffix='.npy')\n # >>> fp = os.fdopen(fd, 'w')\n # >>> save(fp, two_chan)\n # >>> fp.close()\n\n # >>> run(filename='/dev/comedi0', subdevice=None,\n # ... channels=[0,1], range=0, aref=_constant.AREF.ground,\n # ... files=[one_chan_path, two_chan_path])\n\n # >>> os.remove(one_chan_path)\n # >>> os.remove(two_chan_path)\n \n device,ao_subdevice,ao_channels = setup_device(\n filename=filename, subdevice=subdevice, channels=channels,\n range=range, aref=aref)\n\n for filename in datadict:\n unit_output_signal=datadict[filename]\n frequency = NUMPY_FREQ\n # frequency,unit_output_signal = load(filename=filename)\n if len(unit_output_signal.shape) == 1:\n unit_output_signal.shape = (unit_output_signal.shape[0], 1)\n output_buffer = generate_output_buffer(\n ao_subdevice, ao_channels, unit_output_signal)\n setup_command(ao_subdevice, ao_channels, frequency, output_buffer)\n run_command(device, ao_subdevice, output_buffer)\n device.close()\n\n\nif __name__ == '__main__':\n import pycomedi_demo_args\n# \n # pycomedi_demo_args.ARGUMENTS['files'] = (['files'], {'nargs': '+'})\n # args = pycomedi_demo_args.parse_args(\n # description=__doc__,\n # argnames=[\n # 'filename', 'subdevice', 'channels', 'range', 'aref', 'mmap',\n # 'files', 'verbose'])\n\n run(filename='/dev/comedi0', subdevice=1,\n channels=[0, 1], range=0, aref=_constant.AREF.ground,\n mmap=False)\n # import time\n # time.sleep(5)\n", "<docstring token>\nimport os.path as _os_path\nimport numpy as _numpy\ntry:\n import pycomedi.constant\nexcept:\n pass\nfrom pycomedi.device import Device as _Device\nfrom pycomedi.subdevice import StreamingSubdevice as _StreamingSubdevice\nfrom pycomedi.channel import AnalogChannel as _AnalogChannel\nfrom pycomedi import constant as _constant\nfrom pycomedi import utility as _utility\nNUMPY_FREQ = 500000.0\nLOADER = {'.npy': lambda filename: (NUMPY_FREQ, _numpy.load(filename)),\n '.wav': None}\n\n\ndef setup_device(filename, subdevice, channels, range, aref):\n \"\"\"Open the Comedi device at filename and setup analog output channels.\n \"\"\"\n device = _Device(filename=filename)\n device.open()\n if subdevice is None:\n ao_subdevice = device.find_subdevice_by_type(_constant.\n SUBDEVICE_TYPE.ao, factory=_StreamingSubdevice)\n else:\n ao_subdevice = device.subdevice(subdevice, factory=_StreamingSubdevice)\n ao_channels = [ao_subdevice.channel(i, factory=_AnalogChannel, range=\n range, aref=aref) for i in channels]\n return device, ao_subdevice, ao_channels\n\n\ndef load(filename):\n \"\"\"Load a date file and return (frequency, unit_output_signal)\n\n Values in unit_output_signal are scaled to the range [-1,1].\n \"\"\"\n root, ext = _os_path.splitext(filename)\n loader = LOADER[ext]\n frequency, raw_signal = loader(filename)\n iinfo = _numpy.iinfo(raw_signal.dtype)\n raw_signal_midpoint = (iinfo.max + iinfo.min) / 2.0\n raw_signal_range = iinfo.max - raw_signal_midpoint\n unit_output_signal = (raw_signal - raw_signal_midpoint) / raw_signal_range\n return frequency, unit_output_signal\n\n\ndef generate_output_buffer(ao_subdevice, ao_channels, output_signal):\n \"\"\"Setup an output buffer from unit_output_signal\n\n The output signal in bits is scaled so that -1 in\n unit_output_signal maps to the minimum output voltage for each\n channel, and +1 in unit_output_signal maps to the maximum output\n voltage for each channel.\n \"\"\"\n ao_dtype = ao_subdevice.get_dtype()\n n_samps, n_chans = output_signal.shape\n assert n_chans <= len(ao_channels\n ), 'need at least {0} channels but have only {1}'.format(n_chans,\n ao_channels)\n ao_buffer = _numpy.zeros((n_samps, n_chans), dtype=ao_dtype)\n for i in range(n_chans):\n range_ = ao_channels[i].range\n midpoint = (range_.max + range_.min) / 2\n v_amp = range_.max - midpoint\n v_amp = 1.0\n converter = ao_channels[i].get_converter()\n unit_output_signal = output_signal[:, i]\n unit_output_signal = _numpy.divide(unit_output_signal.astype(\n 'float64'), _numpy.max(unit_output_signal))\n volt_output_signal = unit_output_signal * v_amp + midpoint\n zero = 2 ** 16 / 2\n unit = int(round(float(2 ** 16) / (2 * v_amp)))\n ao_buffer[:, i] = converter.from_physical(volt_output_signal)\n return ao_buffer\n\n\ndef setup_command(ao_subdevice, ao_channels, frequency, output_buffer):\n \"\"\"Setup ao_subdevice.cmd to output output_buffer using ao_channels\n \"\"\"\n scan_period_ns = int(1000000000.0 / frequency)\n n_chan = output_buffer.shape[1]\n ao_cmd = ao_subdevice.get_cmd_generic_timed(n_chan, scan_period_ns)\n ao_cmd.start_src = _constant.TRIG_SRC.int\n ao_cmd.start_arg = 0\n ao_cmd.stop_src = _constant.TRIG_SRC.none\n ao_cmd.stop_arg = 0\n ao_cmd.chanlist = ao_channels[:n_chan]\n import ipdb\n ipdb.set_trace()\n ao_subdevice.cmd = ao_cmd\n\n\ndef run_command(device, ao_subdevice, output_buffer):\n \"\"\"Write output_buffer using ao_subdevice\n\n Blocks until the output is complete.\n \"\"\"\n ao_subdevice.command()\n writer = _utility.Writer(ao_subdevice, output_buffer, preload=\n ao_subdevice.get_buffer_size() / output_buffer.itemsize,\n block_while_running=False)\n import ipdb\n ipdb.set_trace()\n writer.start()\n device.do_insn(_utility.inttrig_insn(ao_subdevice))\n import ipdb\n ipdb.set_trace()\n writer.join()\n\n\ndef run(filename, subdevice, channels, range, aref, mmap=False, files=[]):\n import os\n import tempfile\n from numpy import arange, iinfo, int16, pi, save, sin, zeros\n p = 5\n time = arange(p * NUMPY_FREQ, dtype=float) / NUMPY_FREQ\n f = 1000.0\n iint16 = iinfo(int16)\n a = (iint16.max - iint16.min) / 2.0\n one_chan = zeros(time.shape, dtype=int16)\n one_chan[:] = a * sin(2 * pi * f * time)\n datadict = {'one_chan': one_chan}\n device, ao_subdevice, ao_channels = setup_device(filename=filename,\n subdevice=subdevice, channels=channels, range=range, aref=aref)\n for filename in datadict:\n unit_output_signal = datadict[filename]\n frequency = NUMPY_FREQ\n if len(unit_output_signal.shape) == 1:\n unit_output_signal.shape = unit_output_signal.shape[0], 1\n output_buffer = generate_output_buffer(ao_subdevice, ao_channels,\n unit_output_signal)\n setup_command(ao_subdevice, ao_channels, frequency, output_buffer)\n run_command(device, ao_subdevice, output_buffer)\n device.close()\n\n\nif __name__ == '__main__':\n import pycomedi_demo_args\n run(filename='/dev/comedi0', subdevice=1, channels=[0, 1], range=0,\n aref=_constant.AREF.ground, mmap=False)\n", "<docstring token>\n<import token>\ntry:\n import pycomedi.constant\nexcept:\n pass\n<import token>\nNUMPY_FREQ = 500000.0\nLOADER = {'.npy': lambda filename: (NUMPY_FREQ, _numpy.load(filename)),\n '.wav': None}\n\n\ndef setup_device(filename, subdevice, channels, range, aref):\n \"\"\"Open the Comedi device at filename and setup analog output channels.\n \"\"\"\n device = _Device(filename=filename)\n device.open()\n if subdevice is None:\n ao_subdevice = device.find_subdevice_by_type(_constant.\n SUBDEVICE_TYPE.ao, factory=_StreamingSubdevice)\n else:\n ao_subdevice = device.subdevice(subdevice, factory=_StreamingSubdevice)\n ao_channels = [ao_subdevice.channel(i, factory=_AnalogChannel, range=\n range, aref=aref) for i in channels]\n return device, ao_subdevice, ao_channels\n\n\ndef load(filename):\n \"\"\"Load a date file and return (frequency, unit_output_signal)\n\n Values in unit_output_signal are scaled to the range [-1,1].\n \"\"\"\n root, ext = _os_path.splitext(filename)\n loader = LOADER[ext]\n frequency, raw_signal = loader(filename)\n iinfo = _numpy.iinfo(raw_signal.dtype)\n raw_signal_midpoint = (iinfo.max + iinfo.min) / 2.0\n raw_signal_range = iinfo.max - raw_signal_midpoint\n unit_output_signal = (raw_signal - raw_signal_midpoint) / raw_signal_range\n return frequency, unit_output_signal\n\n\ndef generate_output_buffer(ao_subdevice, ao_channels, output_signal):\n \"\"\"Setup an output buffer from unit_output_signal\n\n The output signal in bits is scaled so that -1 in\n unit_output_signal maps to the minimum output voltage for each\n channel, and +1 in unit_output_signal maps to the maximum output\n voltage for each channel.\n \"\"\"\n ao_dtype = ao_subdevice.get_dtype()\n n_samps, n_chans = output_signal.shape\n assert n_chans <= len(ao_channels\n ), 'need at least {0} channels but have only {1}'.format(n_chans,\n ao_channels)\n ao_buffer = _numpy.zeros((n_samps, n_chans), dtype=ao_dtype)\n for i in range(n_chans):\n range_ = ao_channels[i].range\n midpoint = (range_.max + range_.min) / 2\n v_amp = range_.max - midpoint\n v_amp = 1.0\n converter = ao_channels[i].get_converter()\n unit_output_signal = output_signal[:, i]\n unit_output_signal = _numpy.divide(unit_output_signal.astype(\n 'float64'), _numpy.max(unit_output_signal))\n volt_output_signal = unit_output_signal * v_amp + midpoint\n zero = 2 ** 16 / 2\n unit = int(round(float(2 ** 16) / (2 * v_amp)))\n ao_buffer[:, i] = converter.from_physical(volt_output_signal)\n return ao_buffer\n\n\ndef setup_command(ao_subdevice, ao_channels, frequency, output_buffer):\n \"\"\"Setup ao_subdevice.cmd to output output_buffer using ao_channels\n \"\"\"\n scan_period_ns = int(1000000000.0 / frequency)\n n_chan = output_buffer.shape[1]\n ao_cmd = ao_subdevice.get_cmd_generic_timed(n_chan, scan_period_ns)\n ao_cmd.start_src = _constant.TRIG_SRC.int\n ao_cmd.start_arg = 0\n ao_cmd.stop_src = _constant.TRIG_SRC.none\n ao_cmd.stop_arg = 0\n ao_cmd.chanlist = ao_channels[:n_chan]\n import ipdb\n ipdb.set_trace()\n ao_subdevice.cmd = ao_cmd\n\n\ndef run_command(device, ao_subdevice, output_buffer):\n \"\"\"Write output_buffer using ao_subdevice\n\n Blocks until the output is complete.\n \"\"\"\n ao_subdevice.command()\n writer = _utility.Writer(ao_subdevice, output_buffer, preload=\n ao_subdevice.get_buffer_size() / output_buffer.itemsize,\n block_while_running=False)\n import ipdb\n ipdb.set_trace()\n writer.start()\n device.do_insn(_utility.inttrig_insn(ao_subdevice))\n import ipdb\n ipdb.set_trace()\n writer.join()\n\n\ndef run(filename, subdevice, channels, range, aref, mmap=False, files=[]):\n import os\n import tempfile\n from numpy import arange, iinfo, int16, pi, save, sin, zeros\n p = 5\n time = arange(p * NUMPY_FREQ, dtype=float) / NUMPY_FREQ\n f = 1000.0\n iint16 = iinfo(int16)\n a = (iint16.max - iint16.min) / 2.0\n one_chan = zeros(time.shape, dtype=int16)\n one_chan[:] = a * sin(2 * pi * f * time)\n datadict = {'one_chan': one_chan}\n device, ao_subdevice, ao_channels = setup_device(filename=filename,\n subdevice=subdevice, channels=channels, range=range, aref=aref)\n for filename in datadict:\n unit_output_signal = datadict[filename]\n frequency = NUMPY_FREQ\n if len(unit_output_signal.shape) == 1:\n unit_output_signal.shape = unit_output_signal.shape[0], 1\n output_buffer = generate_output_buffer(ao_subdevice, ao_channels,\n unit_output_signal)\n setup_command(ao_subdevice, ao_channels, frequency, output_buffer)\n run_command(device, ao_subdevice, output_buffer)\n device.close()\n\n\nif __name__ == '__main__':\n import pycomedi_demo_args\n run(filename='/dev/comedi0', subdevice=1, channels=[0, 1], range=0,\n aref=_constant.AREF.ground, mmap=False)\n", "<docstring token>\n<import token>\ntry:\n import pycomedi.constant\nexcept:\n pass\n<import token>\n<assignment token>\n\n\ndef setup_device(filename, subdevice, channels, range, aref):\n \"\"\"Open the Comedi device at filename and setup analog output channels.\n \"\"\"\n device = _Device(filename=filename)\n device.open()\n if subdevice is None:\n ao_subdevice = device.find_subdevice_by_type(_constant.\n SUBDEVICE_TYPE.ao, factory=_StreamingSubdevice)\n else:\n ao_subdevice = device.subdevice(subdevice, factory=_StreamingSubdevice)\n ao_channels = [ao_subdevice.channel(i, factory=_AnalogChannel, range=\n range, aref=aref) for i in channels]\n return device, ao_subdevice, ao_channels\n\n\ndef load(filename):\n \"\"\"Load a date file and return (frequency, unit_output_signal)\n\n Values in unit_output_signal are scaled to the range [-1,1].\n \"\"\"\n root, ext = _os_path.splitext(filename)\n loader = LOADER[ext]\n frequency, raw_signal = loader(filename)\n iinfo = _numpy.iinfo(raw_signal.dtype)\n raw_signal_midpoint = (iinfo.max + iinfo.min) / 2.0\n raw_signal_range = iinfo.max - raw_signal_midpoint\n unit_output_signal = (raw_signal - raw_signal_midpoint) / raw_signal_range\n return frequency, unit_output_signal\n\n\ndef generate_output_buffer(ao_subdevice, ao_channels, output_signal):\n \"\"\"Setup an output buffer from unit_output_signal\n\n The output signal in bits is scaled so that -1 in\n unit_output_signal maps to the minimum output voltage for each\n channel, and +1 in unit_output_signal maps to the maximum output\n voltage for each channel.\n \"\"\"\n ao_dtype = ao_subdevice.get_dtype()\n n_samps, n_chans = output_signal.shape\n assert n_chans <= len(ao_channels\n ), 'need at least {0} channels but have only {1}'.format(n_chans,\n ao_channels)\n ao_buffer = _numpy.zeros((n_samps, n_chans), dtype=ao_dtype)\n for i in range(n_chans):\n range_ = ao_channels[i].range\n midpoint = (range_.max + range_.min) / 2\n v_amp = range_.max - midpoint\n v_amp = 1.0\n converter = ao_channels[i].get_converter()\n unit_output_signal = output_signal[:, i]\n unit_output_signal = _numpy.divide(unit_output_signal.astype(\n 'float64'), _numpy.max(unit_output_signal))\n volt_output_signal = unit_output_signal * v_amp + midpoint\n zero = 2 ** 16 / 2\n unit = int(round(float(2 ** 16) / (2 * v_amp)))\n ao_buffer[:, i] = converter.from_physical(volt_output_signal)\n return ao_buffer\n\n\ndef setup_command(ao_subdevice, ao_channels, frequency, output_buffer):\n \"\"\"Setup ao_subdevice.cmd to output output_buffer using ao_channels\n \"\"\"\n scan_period_ns = int(1000000000.0 / frequency)\n n_chan = output_buffer.shape[1]\n ao_cmd = ao_subdevice.get_cmd_generic_timed(n_chan, scan_period_ns)\n ao_cmd.start_src = _constant.TRIG_SRC.int\n ao_cmd.start_arg = 0\n ao_cmd.stop_src = _constant.TRIG_SRC.none\n ao_cmd.stop_arg = 0\n ao_cmd.chanlist = ao_channels[:n_chan]\n import ipdb\n ipdb.set_trace()\n ao_subdevice.cmd = ao_cmd\n\n\ndef run_command(device, ao_subdevice, output_buffer):\n \"\"\"Write output_buffer using ao_subdevice\n\n Blocks until the output is complete.\n \"\"\"\n ao_subdevice.command()\n writer = _utility.Writer(ao_subdevice, output_buffer, preload=\n ao_subdevice.get_buffer_size() / output_buffer.itemsize,\n block_while_running=False)\n import ipdb\n ipdb.set_trace()\n writer.start()\n device.do_insn(_utility.inttrig_insn(ao_subdevice))\n import ipdb\n ipdb.set_trace()\n writer.join()\n\n\ndef run(filename, subdevice, channels, range, aref, mmap=False, files=[]):\n import os\n import tempfile\n from numpy import arange, iinfo, int16, pi, save, sin, zeros\n p = 5\n time = arange(p * NUMPY_FREQ, dtype=float) / NUMPY_FREQ\n f = 1000.0\n iint16 = iinfo(int16)\n a = (iint16.max - iint16.min) / 2.0\n one_chan = zeros(time.shape, dtype=int16)\n one_chan[:] = a * sin(2 * pi * f * time)\n datadict = {'one_chan': one_chan}\n device, ao_subdevice, ao_channels = setup_device(filename=filename,\n subdevice=subdevice, channels=channels, range=range, aref=aref)\n for filename in datadict:\n unit_output_signal = datadict[filename]\n frequency = NUMPY_FREQ\n if len(unit_output_signal.shape) == 1:\n unit_output_signal.shape = unit_output_signal.shape[0], 1\n output_buffer = generate_output_buffer(ao_subdevice, ao_channels,\n unit_output_signal)\n setup_command(ao_subdevice, ao_channels, frequency, output_buffer)\n run_command(device, ao_subdevice, output_buffer)\n device.close()\n\n\nif __name__ == '__main__':\n import pycomedi_demo_args\n run(filename='/dev/comedi0', subdevice=1, channels=[0, 1], range=0,\n aref=_constant.AREF.ground, mmap=False)\n", "<docstring token>\n<import token>\n<code token>\n<import token>\n<assignment token>\n\n\ndef setup_device(filename, subdevice, channels, range, aref):\n \"\"\"Open the Comedi device at filename and setup analog output channels.\n \"\"\"\n device = _Device(filename=filename)\n device.open()\n if subdevice is None:\n ao_subdevice = device.find_subdevice_by_type(_constant.\n SUBDEVICE_TYPE.ao, factory=_StreamingSubdevice)\n else:\n ao_subdevice = device.subdevice(subdevice, factory=_StreamingSubdevice)\n ao_channels = [ao_subdevice.channel(i, factory=_AnalogChannel, range=\n range, aref=aref) for i in channels]\n return device, ao_subdevice, ao_channels\n\n\ndef load(filename):\n \"\"\"Load a date file and return (frequency, unit_output_signal)\n\n Values in unit_output_signal are scaled to the range [-1,1].\n \"\"\"\n root, ext = _os_path.splitext(filename)\n loader = LOADER[ext]\n frequency, raw_signal = loader(filename)\n iinfo = _numpy.iinfo(raw_signal.dtype)\n raw_signal_midpoint = (iinfo.max + iinfo.min) / 2.0\n raw_signal_range = iinfo.max - raw_signal_midpoint\n unit_output_signal = (raw_signal - raw_signal_midpoint) / raw_signal_range\n return frequency, unit_output_signal\n\n\ndef generate_output_buffer(ao_subdevice, ao_channels, output_signal):\n \"\"\"Setup an output buffer from unit_output_signal\n\n The output signal in bits is scaled so that -1 in\n unit_output_signal maps to the minimum output voltage for each\n channel, and +1 in unit_output_signal maps to the maximum output\n voltage for each channel.\n \"\"\"\n ao_dtype = ao_subdevice.get_dtype()\n n_samps, n_chans = output_signal.shape\n assert n_chans <= len(ao_channels\n ), 'need at least {0} channels but have only {1}'.format(n_chans,\n ao_channels)\n ao_buffer = _numpy.zeros((n_samps, n_chans), dtype=ao_dtype)\n for i in range(n_chans):\n range_ = ao_channels[i].range\n midpoint = (range_.max + range_.min) / 2\n v_amp = range_.max - midpoint\n v_amp = 1.0\n converter = ao_channels[i].get_converter()\n unit_output_signal = output_signal[:, i]\n unit_output_signal = _numpy.divide(unit_output_signal.astype(\n 'float64'), _numpy.max(unit_output_signal))\n volt_output_signal = unit_output_signal * v_amp + midpoint\n zero = 2 ** 16 / 2\n unit = int(round(float(2 ** 16) / (2 * v_amp)))\n ao_buffer[:, i] = converter.from_physical(volt_output_signal)\n return ao_buffer\n\n\ndef setup_command(ao_subdevice, ao_channels, frequency, output_buffer):\n \"\"\"Setup ao_subdevice.cmd to output output_buffer using ao_channels\n \"\"\"\n scan_period_ns = int(1000000000.0 / frequency)\n n_chan = output_buffer.shape[1]\n ao_cmd = ao_subdevice.get_cmd_generic_timed(n_chan, scan_period_ns)\n ao_cmd.start_src = _constant.TRIG_SRC.int\n ao_cmd.start_arg = 0\n ao_cmd.stop_src = _constant.TRIG_SRC.none\n ao_cmd.stop_arg = 0\n ao_cmd.chanlist = ao_channels[:n_chan]\n import ipdb\n ipdb.set_trace()\n ao_subdevice.cmd = ao_cmd\n\n\ndef run_command(device, ao_subdevice, output_buffer):\n \"\"\"Write output_buffer using ao_subdevice\n\n Blocks until the output is complete.\n \"\"\"\n ao_subdevice.command()\n writer = _utility.Writer(ao_subdevice, output_buffer, preload=\n ao_subdevice.get_buffer_size() / output_buffer.itemsize,\n block_while_running=False)\n import ipdb\n ipdb.set_trace()\n writer.start()\n device.do_insn(_utility.inttrig_insn(ao_subdevice))\n import ipdb\n ipdb.set_trace()\n writer.join()\n\n\ndef run(filename, subdevice, channels, range, aref, mmap=False, files=[]):\n import os\n import tempfile\n from numpy import arange, iinfo, int16, pi, save, sin, zeros\n p = 5\n time = arange(p * NUMPY_FREQ, dtype=float) / NUMPY_FREQ\n f = 1000.0\n iint16 = iinfo(int16)\n a = (iint16.max - iint16.min) / 2.0\n one_chan = zeros(time.shape, dtype=int16)\n one_chan[:] = a * sin(2 * pi * f * time)\n datadict = {'one_chan': one_chan}\n device, ao_subdevice, ao_channels = setup_device(filename=filename,\n subdevice=subdevice, channels=channels, range=range, aref=aref)\n for filename in datadict:\n unit_output_signal = datadict[filename]\n frequency = NUMPY_FREQ\n if len(unit_output_signal.shape) == 1:\n unit_output_signal.shape = unit_output_signal.shape[0], 1\n output_buffer = generate_output_buffer(ao_subdevice, ao_channels,\n unit_output_signal)\n setup_command(ao_subdevice, ao_channels, frequency, output_buffer)\n run_command(device, ao_subdevice, output_buffer)\n device.close()\n\n\n<code token>\n", "<docstring token>\n<import token>\n<code token>\n<import token>\n<assignment token>\n\n\ndef setup_device(filename, subdevice, channels, range, aref):\n \"\"\"Open the Comedi device at filename and setup analog output channels.\n \"\"\"\n device = _Device(filename=filename)\n device.open()\n if subdevice is None:\n ao_subdevice = device.find_subdevice_by_type(_constant.\n SUBDEVICE_TYPE.ao, factory=_StreamingSubdevice)\n else:\n ao_subdevice = device.subdevice(subdevice, factory=_StreamingSubdevice)\n ao_channels = [ao_subdevice.channel(i, factory=_AnalogChannel, range=\n range, aref=aref) for i in channels]\n return device, ao_subdevice, ao_channels\n\n\ndef load(filename):\n \"\"\"Load a date file and return (frequency, unit_output_signal)\n\n Values in unit_output_signal are scaled to the range [-1,1].\n \"\"\"\n root, ext = _os_path.splitext(filename)\n loader = LOADER[ext]\n frequency, raw_signal = loader(filename)\n iinfo = _numpy.iinfo(raw_signal.dtype)\n raw_signal_midpoint = (iinfo.max + iinfo.min) / 2.0\n raw_signal_range = iinfo.max - raw_signal_midpoint\n unit_output_signal = (raw_signal - raw_signal_midpoint) / raw_signal_range\n return frequency, unit_output_signal\n\n\ndef generate_output_buffer(ao_subdevice, ao_channels, output_signal):\n \"\"\"Setup an output buffer from unit_output_signal\n\n The output signal in bits is scaled so that -1 in\n unit_output_signal maps to the minimum output voltage for each\n channel, and +1 in unit_output_signal maps to the maximum output\n voltage for each channel.\n \"\"\"\n ao_dtype = ao_subdevice.get_dtype()\n n_samps, n_chans = output_signal.shape\n assert n_chans <= len(ao_channels\n ), 'need at least {0} channels but have only {1}'.format(n_chans,\n ao_channels)\n ao_buffer = _numpy.zeros((n_samps, n_chans), dtype=ao_dtype)\n for i in range(n_chans):\n range_ = ao_channels[i].range\n midpoint = (range_.max + range_.min) / 2\n v_amp = range_.max - midpoint\n v_amp = 1.0\n converter = ao_channels[i].get_converter()\n unit_output_signal = output_signal[:, i]\n unit_output_signal = _numpy.divide(unit_output_signal.astype(\n 'float64'), _numpy.max(unit_output_signal))\n volt_output_signal = unit_output_signal * v_amp + midpoint\n zero = 2 ** 16 / 2\n unit = int(round(float(2 ** 16) / (2 * v_amp)))\n ao_buffer[:, i] = converter.from_physical(volt_output_signal)\n return ao_buffer\n\n\ndef setup_command(ao_subdevice, ao_channels, frequency, output_buffer):\n \"\"\"Setup ao_subdevice.cmd to output output_buffer using ao_channels\n \"\"\"\n scan_period_ns = int(1000000000.0 / frequency)\n n_chan = output_buffer.shape[1]\n ao_cmd = ao_subdevice.get_cmd_generic_timed(n_chan, scan_period_ns)\n ao_cmd.start_src = _constant.TRIG_SRC.int\n ao_cmd.start_arg = 0\n ao_cmd.stop_src = _constant.TRIG_SRC.none\n ao_cmd.stop_arg = 0\n ao_cmd.chanlist = ao_channels[:n_chan]\n import ipdb\n ipdb.set_trace()\n ao_subdevice.cmd = ao_cmd\n\n\ndef run_command(device, ao_subdevice, output_buffer):\n \"\"\"Write output_buffer using ao_subdevice\n\n Blocks until the output is complete.\n \"\"\"\n ao_subdevice.command()\n writer = _utility.Writer(ao_subdevice, output_buffer, preload=\n ao_subdevice.get_buffer_size() / output_buffer.itemsize,\n block_while_running=False)\n import ipdb\n ipdb.set_trace()\n writer.start()\n device.do_insn(_utility.inttrig_insn(ao_subdevice))\n import ipdb\n ipdb.set_trace()\n writer.join()\n\n\n<function token>\n<code token>\n", "<docstring token>\n<import token>\n<code token>\n<import token>\n<assignment token>\n\n\ndef setup_device(filename, subdevice, channels, range, aref):\n \"\"\"Open the Comedi device at filename and setup analog output channels.\n \"\"\"\n device = _Device(filename=filename)\n device.open()\n if subdevice is None:\n ao_subdevice = device.find_subdevice_by_type(_constant.\n SUBDEVICE_TYPE.ao, factory=_StreamingSubdevice)\n else:\n ao_subdevice = device.subdevice(subdevice, factory=_StreamingSubdevice)\n ao_channels = [ao_subdevice.channel(i, factory=_AnalogChannel, range=\n range, aref=aref) for i in channels]\n return device, ao_subdevice, ao_channels\n\n\ndef load(filename):\n \"\"\"Load a date file and return (frequency, unit_output_signal)\n\n Values in unit_output_signal are scaled to the range [-1,1].\n \"\"\"\n root, ext = _os_path.splitext(filename)\n loader = LOADER[ext]\n frequency, raw_signal = loader(filename)\n iinfo = _numpy.iinfo(raw_signal.dtype)\n raw_signal_midpoint = (iinfo.max + iinfo.min) / 2.0\n raw_signal_range = iinfo.max - raw_signal_midpoint\n unit_output_signal = (raw_signal - raw_signal_midpoint) / raw_signal_range\n return frequency, unit_output_signal\n\n\n<function token>\n\n\ndef setup_command(ao_subdevice, ao_channels, frequency, output_buffer):\n \"\"\"Setup ao_subdevice.cmd to output output_buffer using ao_channels\n \"\"\"\n scan_period_ns = int(1000000000.0 / frequency)\n n_chan = output_buffer.shape[1]\n ao_cmd = ao_subdevice.get_cmd_generic_timed(n_chan, scan_period_ns)\n ao_cmd.start_src = _constant.TRIG_SRC.int\n ao_cmd.start_arg = 0\n ao_cmd.stop_src = _constant.TRIG_SRC.none\n ao_cmd.stop_arg = 0\n ao_cmd.chanlist = ao_channels[:n_chan]\n import ipdb\n ipdb.set_trace()\n ao_subdevice.cmd = ao_cmd\n\n\ndef run_command(device, ao_subdevice, output_buffer):\n \"\"\"Write output_buffer using ao_subdevice\n\n Blocks until the output is complete.\n \"\"\"\n ao_subdevice.command()\n writer = _utility.Writer(ao_subdevice, output_buffer, preload=\n ao_subdevice.get_buffer_size() / output_buffer.itemsize,\n block_while_running=False)\n import ipdb\n ipdb.set_trace()\n writer.start()\n device.do_insn(_utility.inttrig_insn(ao_subdevice))\n import ipdb\n ipdb.set_trace()\n writer.join()\n\n\n<function token>\n<code token>\n", "<docstring token>\n<import token>\n<code token>\n<import token>\n<assignment token>\n\n\ndef setup_device(filename, subdevice, channels, range, aref):\n \"\"\"Open the Comedi device at filename and setup analog output channels.\n \"\"\"\n device = _Device(filename=filename)\n device.open()\n if subdevice is None:\n ao_subdevice = device.find_subdevice_by_type(_constant.\n SUBDEVICE_TYPE.ao, factory=_StreamingSubdevice)\n else:\n ao_subdevice = device.subdevice(subdevice, factory=_StreamingSubdevice)\n ao_channels = [ao_subdevice.channel(i, factory=_AnalogChannel, range=\n range, aref=aref) for i in channels]\n return device, ao_subdevice, ao_channels\n\n\n<function token>\n<function token>\n\n\ndef setup_command(ao_subdevice, ao_channels, frequency, output_buffer):\n \"\"\"Setup ao_subdevice.cmd to output output_buffer using ao_channels\n \"\"\"\n scan_period_ns = int(1000000000.0 / frequency)\n n_chan = output_buffer.shape[1]\n ao_cmd = ao_subdevice.get_cmd_generic_timed(n_chan, scan_period_ns)\n ao_cmd.start_src = _constant.TRIG_SRC.int\n ao_cmd.start_arg = 0\n ao_cmd.stop_src = _constant.TRIG_SRC.none\n ao_cmd.stop_arg = 0\n ao_cmd.chanlist = ao_channels[:n_chan]\n import ipdb\n ipdb.set_trace()\n ao_subdevice.cmd = ao_cmd\n\n\ndef run_command(device, ao_subdevice, output_buffer):\n \"\"\"Write output_buffer using ao_subdevice\n\n Blocks until the output is complete.\n \"\"\"\n ao_subdevice.command()\n writer = _utility.Writer(ao_subdevice, output_buffer, preload=\n ao_subdevice.get_buffer_size() / output_buffer.itemsize,\n block_while_running=False)\n import ipdb\n ipdb.set_trace()\n writer.start()\n device.do_insn(_utility.inttrig_insn(ao_subdevice))\n import ipdb\n ipdb.set_trace()\n writer.join()\n\n\n<function token>\n<code token>\n", "<docstring token>\n<import token>\n<code token>\n<import token>\n<assignment token>\n\n\ndef setup_device(filename, subdevice, channels, range, aref):\n \"\"\"Open the Comedi device at filename and setup analog output channels.\n \"\"\"\n device = _Device(filename=filename)\n device.open()\n if subdevice is None:\n ao_subdevice = device.find_subdevice_by_type(_constant.\n SUBDEVICE_TYPE.ao, factory=_StreamingSubdevice)\n else:\n ao_subdevice = device.subdevice(subdevice, factory=_StreamingSubdevice)\n ao_channels = [ao_subdevice.channel(i, factory=_AnalogChannel, range=\n range, aref=aref) for i in channels]\n return device, ao_subdevice, ao_channels\n\n\n<function token>\n<function token>\n<function token>\n\n\ndef run_command(device, ao_subdevice, output_buffer):\n \"\"\"Write output_buffer using ao_subdevice\n\n Blocks until the output is complete.\n \"\"\"\n ao_subdevice.command()\n writer = _utility.Writer(ao_subdevice, output_buffer, preload=\n ao_subdevice.get_buffer_size() / output_buffer.itemsize,\n block_while_running=False)\n import ipdb\n ipdb.set_trace()\n writer.start()\n device.do_insn(_utility.inttrig_insn(ao_subdevice))\n import ipdb\n ipdb.set_trace()\n writer.join()\n\n\n<function token>\n<code token>\n", "<docstring token>\n<import token>\n<code token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\ndef run_command(device, ao_subdevice, output_buffer):\n \"\"\"Write output_buffer using ao_subdevice\n\n Blocks until the output is complete.\n \"\"\"\n ao_subdevice.command()\n writer = _utility.Writer(ao_subdevice, output_buffer, preload=\n ao_subdevice.get_buffer_size() / output_buffer.itemsize,\n block_while_running=False)\n import ipdb\n ipdb.set_trace()\n writer.start()\n device.do_insn(_utility.inttrig_insn(ao_subdevice))\n import ipdb\n ipdb.set_trace()\n writer.join()\n\n\n<function token>\n<code token>\n", "<docstring token>\n<import token>\n<code token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<code token>\n" ]

[ "from __future__ import unicode_literals\n\nfrom django.db import models\n\n# Create your models here.\nclass HindiSongArtist(models.Model):\n\tartist = models.TextField()\n\tartist_type = models.TextField(); \n\tdef __unicode__(self):\n\t\treturn self.artist \n\nclass HindiSongAlbum(models.Model):\n\talbum = models.TextField()\n\talbum_type = models.TextField();\n\tdef __unicode__(self):\n\t\treturn self.album \n\nclass HindiSong(models.Model):\n\tsong_name = models.TextField()\n\tsong_url = models.TextField()\n\talbum = models.ForeignKey(HindiSongAlbum,null=True)\n\tartist = models.ManyToManyField(HindiSongArtist)\n\tdef __unicode__(self):\n\t\treturn self.song_name\n", "from __future__ import unicode_literals\nfrom django.db import models\n\n\nclass HindiSongArtist(models.Model):\n artist = models.TextField()\n artist_type = models.TextField()\n\n def __unicode__(self):\n return self.artist\n\n\nclass HindiSongAlbum(models.Model):\n album = models.TextField()\n album_type = models.TextField()\n\n def __unicode__(self):\n return self.album\n\n\nclass HindiSong(models.Model):\n song_name = models.TextField()\n song_url = models.TextField()\n album = models.ForeignKey(HindiSongAlbum, null=True)\n artist = models.ManyToManyField(HindiSongArtist)\n\n def __unicode__(self):\n return self.song_name\n", "<import token>\n\n\nclass HindiSongArtist(models.Model):\n artist = models.TextField()\n artist_type = models.TextField()\n\n def __unicode__(self):\n return self.artist\n\n\nclass HindiSongAlbum(models.Model):\n album = models.TextField()\n album_type = models.TextField()\n\n def __unicode__(self):\n return self.album\n\n\nclass HindiSong(models.Model):\n song_name = models.TextField()\n song_url = models.TextField()\n album = models.ForeignKey(HindiSongAlbum, null=True)\n artist = models.ManyToManyField(HindiSongArtist)\n\n def __unicode__(self):\n return self.song_name\n", "<import token>\n\n\nclass HindiSongArtist(models.Model):\n <assignment token>\n <assignment token>\n\n def __unicode__(self):\n return self.artist\n\n\nclass HindiSongAlbum(models.Model):\n album = models.TextField()\n album_type = models.TextField()\n\n def __unicode__(self):\n return self.album\n\n\nclass HindiSong(models.Model):\n song_name = models.TextField()\n song_url = models.TextField()\n album = models.ForeignKey(HindiSongAlbum, null=True)\n artist = models.ManyToManyField(HindiSongArtist)\n\n def __unicode__(self):\n return self.song_name\n", "<import token>\n\n\nclass HindiSongArtist(models.Model):\n <assignment token>\n <assignment token>\n <function token>\n\n\nclass HindiSongAlbum(models.Model):\n album = models.TextField()\n album_type = models.TextField()\n\n def __unicode__(self):\n return self.album\n\n\nclass HindiSong(models.Model):\n song_name = models.TextField()\n song_url = models.TextField()\n album = models.ForeignKey(HindiSongAlbum, null=True)\n artist = models.ManyToManyField(HindiSongArtist)\n\n def __unicode__(self):\n return self.song_name\n", "<import token>\n<class token>\n\n\nclass HindiSongAlbum(models.Model):\n album = models.TextField()\n album_type = models.TextField()\n\n def __unicode__(self):\n return self.album\n\n\nclass HindiSong(models.Model):\n song_name = models.TextField()\n song_url = models.TextField()\n album = models.ForeignKey(HindiSongAlbum, null=True)\n artist = models.ManyToManyField(HindiSongArtist)\n\n def __unicode__(self):\n return self.song_name\n", "<import token>\n<class token>\n\n\nclass HindiSongAlbum(models.Model):\n <assignment token>\n <assignment token>\n\n def __unicode__(self):\n return self.album\n\n\nclass HindiSong(models.Model):\n song_name = models.TextField()\n song_url = models.TextField()\n album = models.ForeignKey(HindiSongAlbum, null=True)\n artist = models.ManyToManyField(HindiSongArtist)\n\n def __unicode__(self):\n return self.song_name\n", "<import token>\n<class token>\n\n\nclass HindiSongAlbum(models.Model):\n <assignment token>\n <assignment token>\n <function token>\n\n\nclass HindiSong(models.Model):\n song_name = models.TextField()\n song_url = models.TextField()\n album = models.ForeignKey(HindiSongAlbum, null=True)\n artist = models.ManyToManyField(HindiSongArtist)\n\n def __unicode__(self):\n return self.song_name\n", "<import token>\n<class token>\n<class token>\n\n\nclass HindiSong(models.Model):\n song_name = models.TextField()\n song_url = models.TextField()\n album = models.ForeignKey(HindiSongAlbum, null=True)\n artist = models.ManyToManyField(HindiSongArtist)\n\n def __unicode__(self):\n return self.song_name\n", "<import token>\n<class token>\n<class token>\n\n\nclass HindiSong(models.Model):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n\n def __unicode__(self):\n return self.song_name\n", "<import token>\n<class token>\n<class token>\n\n\nclass HindiSong(models.Model):\n <assignment token>\n <assignment token>\n <assignment token>\n <assignment token>\n <function token>\n", "<import token>\n<class token>\n<class token>\n<class token>\n" ]

[ "from graph import loadGraphml, AttrSpec, aggregateClassAttr\n\na = loadGraphml('data/teste.graphml', relationAttr='class')\n\nnodeAttr, edgeAttr, nodeSpecs, edgeSpecs = aggregateClassAttr(a, 'class', 'class', ['dias'],\n['weight'])\n\nb = a.spawnFromClassAttributes(nodeClassAttr='class',edgeClassAttr='class')\nfor spec in nodeSpecs:\n b.addNodeAttrSpec(spec)\nfor spec in edgeSpecs:\n b.addEdgeAttrSpec(spec)\nfor name, attrDict in nodeAttr.items():\n b.setNodeAttrFromDict(name, attrDict)\nfor name, attrDict in edgeAttr.items():\n b.setEdgeAttrFromDict(name, attrDict)\n\nb.writeGraphml('data/b')\n\na.classifyNodesRegularEquivalence(classAttr='regClass')\n\nnodeAttr, edgeAttr, nodeSpecs, edgeSpecs = aggregateClassAttr(a, 'regClass', 'class', ['dias'],\n['weight'])\n\nb = a.spawnFromClassAttributes(nodeClassAttr='regClass',edgeClassAttr='class')\nfor spec in nodeSpecs:\n b.addNodeAttrSpec(spec)\nfor spec in edgeSpecs:\n b.addEdgeAttrSpec(spec)\nfor name, attrDict in nodeAttr.items():\n b.setNodeAttrFromDict(name, attrDict)\nfor name, attrDict in edgeAttr.items():\n b.setEdgeAttrFromDict(name, attrDict)\n\nb.writeGraphml('data/c')\n", "from graph import loadGraphml, AttrSpec, aggregateClassAttr\na = loadGraphml('data/teste.graphml', relationAttr='class')\nnodeAttr, edgeAttr, nodeSpecs, edgeSpecs = aggregateClassAttr(a, 'class',\n 'class', ['dias'], ['weight'])\nb = a.spawnFromClassAttributes(nodeClassAttr='class', edgeClassAttr='class')\nfor spec in nodeSpecs:\n b.addNodeAttrSpec(spec)\nfor spec in edgeSpecs:\n b.addEdgeAttrSpec(spec)\nfor name, attrDict in nodeAttr.items():\n b.setNodeAttrFromDict(name, attrDict)\nfor name, attrDict in edgeAttr.items():\n b.setEdgeAttrFromDict(name, attrDict)\nb.writeGraphml('data/b')\na.classifyNodesRegularEquivalence(classAttr='regClass')\nnodeAttr, edgeAttr, nodeSpecs, edgeSpecs = aggregateClassAttr(a, 'regClass',\n 'class', ['dias'], ['weight'])\nb = a.spawnFromClassAttributes(nodeClassAttr='regClass', edgeClassAttr='class')\nfor spec in nodeSpecs:\n b.addNodeAttrSpec(spec)\nfor spec in edgeSpecs:\n b.addEdgeAttrSpec(spec)\nfor name, attrDict in nodeAttr.items():\n b.setNodeAttrFromDict(name, attrDict)\nfor name, attrDict in edgeAttr.items():\n b.setEdgeAttrFromDict(name, attrDict)\nb.writeGraphml('data/c')\n", "<import token>\na = loadGraphml('data/teste.graphml', relationAttr='class')\nnodeAttr, edgeAttr, nodeSpecs, edgeSpecs = aggregateClassAttr(a, 'class',\n 'class', ['dias'], ['weight'])\nb = a.spawnFromClassAttributes(nodeClassAttr='class', edgeClassAttr='class')\nfor spec in nodeSpecs:\n b.addNodeAttrSpec(spec)\nfor spec in edgeSpecs:\n b.addEdgeAttrSpec(spec)\nfor name, attrDict in nodeAttr.items():\n b.setNodeAttrFromDict(name, attrDict)\nfor name, attrDict in edgeAttr.items():\n b.setEdgeAttrFromDict(name, attrDict)\nb.writeGraphml('data/b')\na.classifyNodesRegularEquivalence(classAttr='regClass')\nnodeAttr, edgeAttr, nodeSpecs, edgeSpecs = aggregateClassAttr(a, 'regClass',\n 'class', ['dias'], ['weight'])\nb = a.spawnFromClassAttributes(nodeClassAttr='regClass', edgeClassAttr='class')\nfor spec in nodeSpecs:\n b.addNodeAttrSpec(spec)\nfor spec in edgeSpecs:\n b.addEdgeAttrSpec(spec)\nfor name, attrDict in nodeAttr.items():\n b.setNodeAttrFromDict(name, attrDict)\nfor name, attrDict in edgeAttr.items():\n b.setEdgeAttrFromDict(name, attrDict)\nb.writeGraphml('data/c')\n", "<import token>\n<assignment token>\nfor spec in nodeSpecs:\n b.addNodeAttrSpec(spec)\nfor spec in edgeSpecs:\n b.addEdgeAttrSpec(spec)\nfor name, attrDict in nodeAttr.items():\n b.setNodeAttrFromDict(name, attrDict)\nfor name, attrDict in edgeAttr.items():\n b.setEdgeAttrFromDict(name, attrDict)\nb.writeGraphml('data/b')\na.classifyNodesRegularEquivalence(classAttr='regClass')\n<assignment token>\nfor spec in nodeSpecs:\n b.addNodeAttrSpec(spec)\nfor spec in edgeSpecs:\n b.addEdgeAttrSpec(spec)\nfor name, attrDict in nodeAttr.items():\n b.setNodeAttrFromDict(name, attrDict)\nfor name, attrDict in edgeAttr.items():\n b.setEdgeAttrFromDict(name, attrDict)\nb.writeGraphml('data/c')\n", "<import token>\n<assignment token>\n<code token>\n<assignment token>\n<code token>\n" ]

[ "#!/usr/bin/env python\n# Name: Kimberley Boersma\n# Student number: 11003464\n\"\"\"\nThis script scrapes IMDB and outputs a CSV file with highest rated movies.\n\"\"\"\n\nimport csv\nfrom requests import get\nfrom requests.exceptions import RequestException\nfrom contextlib import closing\nfrom bs4 import BeautifulSoup\n\nTARGET_URL = \"https://www.imdb.com/search/title?title_type=feature&release_date=2008-01-01,2018-01-01&num_votes=5000,&sort=user_rating,desc\"\nBACKUP_HTML = 'movies.html'\nOUTPUT_CSV = 'movies.csv'\n\ndef find_div(html_dom):\n movie_div = html_dom.find_all('div', class_ = 'lister-item-content')\n return movie_div\n\ndef find_title(movie):\n title = movie.h3.a.text\n return title\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\ndef find_year(movie):\n year = movie.h3.find('span', class_ = 'lister-item-year text-muted unbold')\n year = year.text.strip('()')\n if not year.isdigit():\n year = year.split('(')\n year = int(year[1])\n return year\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = (', '.join(actors_movie))\n return actors\n\ndef find_runtime(movie):\n runtime = movie.find('span', class_ = 'runtime')\n runtime = runtime.text.strip(' min')\n return runtime\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv # REPLACE THIS LINE AS WELL IF APPROPRIsATE\n\ndef save_csv(outfile, movies):\n \"\"\"\n Output a CSV file containing highest rated movies.\n \"\"\"\n writer = csv.writer(outfile)\n writer.writerow(['Title', 'Rating', 'Year', 'Actors', 'Runtime'])\n for movie in movies:\n writer.writerow(movie)\n\n # ADD SOME CODE OF YOURSELF HERE TO WRITE THE MOVIES TO DISK\n\ndef simple_get(url):\n \"\"\"\n Attempts to get the content at `url` by making an HTTP GET request.\n If the content-type of response is some kind of HTML/XML, return the\n text content, otherwise return None\n \"\"\"\n try:\n with closing(get(url, stream=True)) as resp:\n if is_good_response(resp):\n return resp.content\n else:\n return None\n except RequestException as e:\n print('The following error occurred during HTTP GET request to {0} : {1}'.format(url, str(e)))\n return None\n\n\ndef is_good_response(resp):\n \"\"\"\n Returns true if the response seems to be HTML, false otherwise\n \"\"\"\n content_type = resp.headers['Content-Type'].lower()\n return (resp.status_code == 200\n and content_type is not None\n and content_type.find('html') > -1)\n\nif __name__ == \"__main__\":\n\n # get HTML content at target URL\n html = simple_get(TARGET_URL)\n\n # save a copy to disk in the current directory, this serves as an backup\n # of the original HTML, will be used in grading.\n with open(BACKUP_HTML, 'wb') as f:\n f.write(html)\n\n # parse the HTML file into a DOM representation\n dom = BeautifulSoup(html, 'html.parser')\n\n # extract the movies (using the function you implemented)\n movies = extract_movies(dom)\n\n # write the CSV file to disk (including a header)\n with open(OUTPUT_CSV, 'w', newline='') as output_file:\n save_csv(output_file, movies)\n", "<docstring token>\nimport csv\nfrom requests import get\nfrom requests.exceptions import RequestException\nfrom contextlib import closing\nfrom bs4 import BeautifulSoup\nTARGET_URL = (\n 'https://www.imdb.com/search/title?title_type=feature&release_date=2008-01-01,2018-01-01&num_votes=5000,&sort=user_rating,desc'\n )\nBACKUP_HTML = 'movies.html'\nOUTPUT_CSV = 'movies.csv'\n\n\ndef find_div(html_dom):\n movie_div = html_dom.find_all('div', class_='lister-item-content')\n return movie_div\n\n\ndef find_title(movie):\n title = movie.h3.a.text\n return title\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\ndef find_year(movie):\n year = movie.h3.find('span', class_='lister-item-year text-muted unbold')\n year = year.text.strip('()')\n if not year.isdigit():\n year = year.split('(')\n year = int(year[1])\n return year\n\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = ', '.join(actors_movie)\n return actors\n\n\ndef find_runtime(movie):\n runtime = movie.find('span', class_='runtime')\n runtime = runtime.text.strip(' min')\n return runtime\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\ndef save_csv(outfile, movies):\n \"\"\"\n Output a CSV file containing highest rated movies.\n \"\"\"\n writer = csv.writer(outfile)\n writer.writerow(['Title', 'Rating', 'Year', 'Actors', 'Runtime'])\n for movie in movies:\n writer.writerow(movie)\n\n\ndef simple_get(url):\n \"\"\"\n Attempts to get the content at `url` by making an HTTP GET request.\n If the content-type of response is some kind of HTML/XML, return the\n text content, otherwise return None\n \"\"\"\n try:\n with closing(get(url, stream=True)) as resp:\n if is_good_response(resp):\n return resp.content\n else:\n return None\n except RequestException as e:\n print(\n 'The following error occurred during HTTP GET request to {0} : {1}'\n .format(url, str(e)))\n return None\n\n\ndef is_good_response(resp):\n \"\"\"\n Returns true if the response seems to be HTML, false otherwise\n \"\"\"\n content_type = resp.headers['Content-Type'].lower()\n return (resp.status_code == 200 and content_type is not None and \n content_type.find('html') > -1)\n\n\nif __name__ == '__main__':\n html = simple_get(TARGET_URL)\n with open(BACKUP_HTML, 'wb') as f:\n f.write(html)\n dom = BeautifulSoup(html, 'html.parser')\n movies = extract_movies(dom)\n with open(OUTPUT_CSV, 'w', newline='') as output_file:\n save_csv(output_file, movies)\n", "<docstring token>\n<import token>\nTARGET_URL = (\n 'https://www.imdb.com/search/title?title_type=feature&release_date=2008-01-01,2018-01-01&num_votes=5000,&sort=user_rating,desc'\n )\nBACKUP_HTML = 'movies.html'\nOUTPUT_CSV = 'movies.csv'\n\n\ndef find_div(html_dom):\n movie_div = html_dom.find_all('div', class_='lister-item-content')\n return movie_div\n\n\ndef find_title(movie):\n title = movie.h3.a.text\n return title\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\ndef find_year(movie):\n year = movie.h3.find('span', class_='lister-item-year text-muted unbold')\n year = year.text.strip('()')\n if not year.isdigit():\n year = year.split('(')\n year = int(year[1])\n return year\n\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = ', '.join(actors_movie)\n return actors\n\n\ndef find_runtime(movie):\n runtime = movie.find('span', class_='runtime')\n runtime = runtime.text.strip(' min')\n return runtime\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\ndef save_csv(outfile, movies):\n \"\"\"\n Output a CSV file containing highest rated movies.\n \"\"\"\n writer = csv.writer(outfile)\n writer.writerow(['Title', 'Rating', 'Year', 'Actors', 'Runtime'])\n for movie in movies:\n writer.writerow(movie)\n\n\ndef simple_get(url):\n \"\"\"\n Attempts to get the content at `url` by making an HTTP GET request.\n If the content-type of response is some kind of HTML/XML, return the\n text content, otherwise return None\n \"\"\"\n try:\n with closing(get(url, stream=True)) as resp:\n if is_good_response(resp):\n return resp.content\n else:\n return None\n except RequestException as e:\n print(\n 'The following error occurred during HTTP GET request to {0} : {1}'\n .format(url, str(e)))\n return None\n\n\ndef is_good_response(resp):\n \"\"\"\n Returns true if the response seems to be HTML, false otherwise\n \"\"\"\n content_type = resp.headers['Content-Type'].lower()\n return (resp.status_code == 200 and content_type is not None and \n content_type.find('html') > -1)\n\n\nif __name__ == '__main__':\n html = simple_get(TARGET_URL)\n with open(BACKUP_HTML, 'wb') as f:\n f.write(html)\n dom = BeautifulSoup(html, 'html.parser')\n movies = extract_movies(dom)\n with open(OUTPUT_CSV, 'w', newline='') as output_file:\n save_csv(output_file, movies)\n", "<docstring token>\n<import token>\n<assignment token>\n\n\ndef find_div(html_dom):\n movie_div = html_dom.find_all('div', class_='lister-item-content')\n return movie_div\n\n\ndef find_title(movie):\n title = movie.h3.a.text\n return title\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\ndef find_year(movie):\n year = movie.h3.find('span', class_='lister-item-year text-muted unbold')\n year = year.text.strip('()')\n if not year.isdigit():\n year = year.split('(')\n year = int(year[1])\n return year\n\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = ', '.join(actors_movie)\n return actors\n\n\ndef find_runtime(movie):\n runtime = movie.find('span', class_='runtime')\n runtime = runtime.text.strip(' min')\n return runtime\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\ndef save_csv(outfile, movies):\n \"\"\"\n Output a CSV file containing highest rated movies.\n \"\"\"\n writer = csv.writer(outfile)\n writer.writerow(['Title', 'Rating', 'Year', 'Actors', 'Runtime'])\n for movie in movies:\n writer.writerow(movie)\n\n\ndef simple_get(url):\n \"\"\"\n Attempts to get the content at `url` by making an HTTP GET request.\n If the content-type of response is some kind of HTML/XML, return the\n text content, otherwise return None\n \"\"\"\n try:\n with closing(get(url, stream=True)) as resp:\n if is_good_response(resp):\n return resp.content\n else:\n return None\n except RequestException as e:\n print(\n 'The following error occurred during HTTP GET request to {0} : {1}'\n .format(url, str(e)))\n return None\n\n\ndef is_good_response(resp):\n \"\"\"\n Returns true if the response seems to be HTML, false otherwise\n \"\"\"\n content_type = resp.headers['Content-Type'].lower()\n return (resp.status_code == 200 and content_type is not None and \n content_type.find('html') > -1)\n\n\nif __name__ == '__main__':\n html = simple_get(TARGET_URL)\n with open(BACKUP_HTML, 'wb') as f:\n f.write(html)\n dom = BeautifulSoup(html, 'html.parser')\n movies = extract_movies(dom)\n with open(OUTPUT_CSV, 'w', newline='') as output_file:\n save_csv(output_file, movies)\n", "<docstring token>\n<import token>\n<assignment token>\n\n\ndef find_div(html_dom):\n movie_div = html_dom.find_all('div', class_='lister-item-content')\n return movie_div\n\n\ndef find_title(movie):\n title = movie.h3.a.text\n return title\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\ndef find_year(movie):\n year = movie.h3.find('span', class_='lister-item-year text-muted unbold')\n year = year.text.strip('()')\n if not year.isdigit():\n year = year.split('(')\n year = int(year[1])\n return year\n\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = ', '.join(actors_movie)\n return actors\n\n\ndef find_runtime(movie):\n runtime = movie.find('span', class_='runtime')\n runtime = runtime.text.strip(' min')\n return runtime\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\ndef save_csv(outfile, movies):\n \"\"\"\n Output a CSV file containing highest rated movies.\n \"\"\"\n writer = csv.writer(outfile)\n writer.writerow(['Title', 'Rating', 'Year', 'Actors', 'Runtime'])\n for movie in movies:\n writer.writerow(movie)\n\n\ndef simple_get(url):\n \"\"\"\n Attempts to get the content at `url` by making an HTTP GET request.\n If the content-type of response is some kind of HTML/XML, return the\n text content, otherwise return None\n \"\"\"\n try:\n with closing(get(url, stream=True)) as resp:\n if is_good_response(resp):\n return resp.content\n else:\n return None\n except RequestException as e:\n print(\n 'The following error occurred during HTTP GET request to {0} : {1}'\n .format(url, str(e)))\n return None\n\n\ndef is_good_response(resp):\n \"\"\"\n Returns true if the response seems to be HTML, false otherwise\n \"\"\"\n content_type = resp.headers['Content-Type'].lower()\n return (resp.status_code == 200 and content_type is not None and \n content_type.find('html') > -1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<assignment token>\n<function token>\n\n\ndef find_title(movie):\n title = movie.h3.a.text\n return title\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\ndef find_year(movie):\n year = movie.h3.find('span', class_='lister-item-year text-muted unbold')\n year = year.text.strip('()')\n if not year.isdigit():\n year = year.split('(')\n year = int(year[1])\n return year\n\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = ', '.join(actors_movie)\n return actors\n\n\ndef find_runtime(movie):\n runtime = movie.find('span', class_='runtime')\n runtime = runtime.text.strip(' min')\n return runtime\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\ndef save_csv(outfile, movies):\n \"\"\"\n Output a CSV file containing highest rated movies.\n \"\"\"\n writer = csv.writer(outfile)\n writer.writerow(['Title', 'Rating', 'Year', 'Actors', 'Runtime'])\n for movie in movies:\n writer.writerow(movie)\n\n\ndef simple_get(url):\n \"\"\"\n Attempts to get the content at `url` by making an HTTP GET request.\n If the content-type of response is some kind of HTML/XML, return the\n text content, otherwise return None\n \"\"\"\n try:\n with closing(get(url, stream=True)) as resp:\n if is_good_response(resp):\n return resp.content\n else:\n return None\n except RequestException as e:\n print(\n 'The following error occurred during HTTP GET request to {0} : {1}'\n .format(url, str(e)))\n return None\n\n\ndef is_good_response(resp):\n \"\"\"\n Returns true if the response seems to be HTML, false otherwise\n \"\"\"\n content_type = resp.headers['Content-Type'].lower()\n return (resp.status_code == 200 and content_type is not None and \n content_type.find('html') > -1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\ndef find_year(movie):\n year = movie.h3.find('span', class_='lister-item-year text-muted unbold')\n year = year.text.strip('()')\n if not year.isdigit():\n year = year.split('(')\n year = int(year[1])\n return year\n\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = ', '.join(actors_movie)\n return actors\n\n\ndef find_runtime(movie):\n runtime = movie.find('span', class_='runtime')\n runtime = runtime.text.strip(' min')\n return runtime\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\ndef save_csv(outfile, movies):\n \"\"\"\n Output a CSV file containing highest rated movies.\n \"\"\"\n writer = csv.writer(outfile)\n writer.writerow(['Title', 'Rating', 'Year', 'Actors', 'Runtime'])\n for movie in movies:\n writer.writerow(movie)\n\n\ndef simple_get(url):\n \"\"\"\n Attempts to get the content at `url` by making an HTTP GET request.\n If the content-type of response is some kind of HTML/XML, return the\n text content, otherwise return None\n \"\"\"\n try:\n with closing(get(url, stream=True)) as resp:\n if is_good_response(resp):\n return resp.content\n else:\n return None\n except RequestException as e:\n print(\n 'The following error occurred during HTTP GET request to {0} : {1}'\n .format(url, str(e)))\n return None\n\n\ndef is_good_response(resp):\n \"\"\"\n Returns true if the response seems to be HTML, false otherwise\n \"\"\"\n content_type = resp.headers['Content-Type'].lower()\n return (resp.status_code == 200 and content_type is not None and \n content_type.find('html') > -1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\ndef find_year(movie):\n year = movie.h3.find('span', class_='lister-item-year text-muted unbold')\n year = year.text.strip('()')\n if not year.isdigit():\n year = year.split('(')\n year = int(year[1])\n return year\n\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = ', '.join(actors_movie)\n return actors\n\n\ndef find_runtime(movie):\n runtime = movie.find('span', class_='runtime')\n runtime = runtime.text.strip(' min')\n return runtime\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\n<function token>\n\n\ndef simple_get(url):\n \"\"\"\n Attempts to get the content at `url` by making an HTTP GET request.\n If the content-type of response is some kind of HTML/XML, return the\n text content, otherwise return None\n \"\"\"\n try:\n with closing(get(url, stream=True)) as resp:\n if is_good_response(resp):\n return resp.content\n else:\n return None\n except RequestException as e:\n print(\n 'The following error occurred during HTTP GET request to {0} : {1}'\n .format(url, str(e)))\n return None\n\n\ndef is_good_response(resp):\n \"\"\"\n Returns true if the response seems to be HTML, false otherwise\n \"\"\"\n content_type = resp.headers['Content-Type'].lower()\n return (resp.status_code == 200 and content_type is not None and \n content_type.find('html') > -1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\ndef find_year(movie):\n year = movie.h3.find('span', class_='lister-item-year text-muted unbold')\n year = year.text.strip('()')\n if not year.isdigit():\n year = year.split('(')\n year = int(year[1])\n return year\n\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = ', '.join(actors_movie)\n return actors\n\n\ndef find_runtime(movie):\n runtime = movie.find('span', class_='runtime')\n runtime = runtime.text.strip(' min')\n return runtime\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\n<function token>\n<function token>\n\n\ndef is_good_response(resp):\n \"\"\"\n Returns true if the response seems to be HTML, false otherwise\n \"\"\"\n content_type = resp.headers['Content-Type'].lower()\n return (resp.status_code == 200 and content_type is not None and \n content_type.find('html') > -1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\n<function token>\n\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = ', '.join(actors_movie)\n return actors\n\n\ndef find_runtime(movie):\n runtime = movie.find('span', class_='runtime')\n runtime = runtime.text.strip(' min')\n return runtime\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\n<function token>\n<function token>\n\n\ndef is_good_response(resp):\n \"\"\"\n Returns true if the response seems to be HTML, false otherwise\n \"\"\"\n content_type = resp.headers['Content-Type'].lower()\n return (resp.status_code == 200 and content_type is not None and \n content_type.find('html') > -1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\n<function token>\n\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = ', '.join(actors_movie)\n return actors\n\n\n<function token>\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\n<function token>\n<function token>\n\n\ndef is_good_response(resp):\n \"\"\"\n Returns true if the response seems to be HTML, false otherwise\n \"\"\"\n content_type = resp.headers['Content-Type'].lower()\n return (resp.status_code == 200 and content_type is not None and \n content_type.find('html') > -1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\n<function token>\n\n\ndef find_actors(movie):\n actors = movie.select('a[href*=\"adv_li_st_\"]')\n actors_movie = []\n for actor in actors:\n actors_movie.append(actor.text)\n actors = ', '.join(actors_movie)\n return actors\n\n\n<function token>\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\n<function token>\n<function token>\n<function token>\n<code token>\n", "<docstring token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\n<function token>\n<function token>\n<function token>\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\ndef extract_movies(dom):\n \"\"\"\n Extract a list of highest rated movies from DOM (of IMDB page).\n Each movie entry should contain the following fields:\n - Title\n - Rating\n - Year of release (only a number!)\n - Actors/actresses (comma separated if more than one)\n - Runtime (only a number!)\n \"\"\"\n movie_csv = []\n for movie in find_div(dom):\n title = find_title(movie)\n rating = find_rating(movie)\n year = find_year(movie)\n actors = find_actors(movie)\n runtime = find_runtime(movie)\n movie_list = append_movie(title, rating, year, actors, runtime)\n movie_csv.append(movie_list)\n return movie_csv\n\n\n<function token>\n<function token>\n<function token>\n<code token>\n", "<docstring token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n\n\ndef find_rating(movie):\n rating = float(movie.strong.text)\n return rating\n\n\n<function token>\n<function token>\n<function token>\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\n<function token>\n<function token>\n<function token>\n<function token>\n<code token>\n", "<docstring token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\ndef append_movie(title, rating, year, actors, runtime):\n movie_list = []\n movie_list.append(title)\n movie_list.append(rating)\n movie_list.append(year)\n movie_list.append(actors)\n movie_list.append(runtime)\n return movie_list\n\n\n<function token>\n<function token>\n<function token>\n<function token>\n<code token>\n", "<docstring token>\n<import token>\n<assignment token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<code token>\n" ]

[ "# -*- coding: utf-8 -*-\n# Copyright (c) 2013 Adrian Taylor\n# Inspired by equivalent node.js code by Felix Geisendörfer\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n\n\n\"\"\"\nSplits a stream of PNGs into individual files.\n\"\"\"\n\nimport Image\nimport StringIO\nimport struct\n\n\"\"\"\nUsage: Call put_data repeatedly. An array of PNG files will be returned each time you call it.\n\"\"\"\nclass PNGSplitter(object):\n\n def __init__(self, listener):\n self.buffer = \"\"\n self.offset = 0;\n self.pngStartOffset = None\n self.state = self.handle_header\n self.chunk = None\n self.listener = listener\n\n \"\"\"\n Write some data.\n \"\"\"\n def write(self, data):\n self.buffer += data\n\n while True:\n (found_png, made_progress) = self.state()\n if found_png:\n self.listener.image_ready(self.buffer[0:self.offset])\n self.buffer = self.buffer[self.offset:] \n self.offset = 0\n self.state = self.handle_header\n if not made_progress:\n return\n\n def handle_header(self):\n self.pngStartOffset = self.offset\n if self.fewer_remaining_than(8):\n return (False, False)\n self.offset += 8\n self.state = self.handle_chunk_header\n return (False, True)\n\n def handle_chunk_header(self):\n if self.fewer_remaining_than(8):\n return (False, False)\n self.state = self.handle_chunk_data\n self.chunk = struct.unpack( \">I4s\", self.buffer[self.offset:(self.offset + 8)])\n self.offset += 8\n return (False, True)\n\n def handle_chunk_data(self):\n chunk_size = self.chunk[0] + 4\n if self.fewer_remaining_than(chunk_size):\n return (False, False)\n self.offset += chunk_size\n if self.chunk[1] == \"IEND\":\n return (True, True)\n else:\n self.state = self.handle_chunk_header\n return (False, True)\n\n def fewer_remaining_than(self, desired_size):\n return len(self.buffer) < self.offset + desired_size\n", "<docstring token>\nimport Image\nimport StringIO\nimport struct\n<docstring token>\n\n\nclass PNGSplitter(object):\n\n def __init__(self, listener):\n self.buffer = ''\n self.offset = 0\n self.pngStartOffset = None\n self.state = self.handle_header\n self.chunk = None\n self.listener = listener\n \"\"\"\n Write some data.\n \"\"\"\n\n def write(self, data):\n self.buffer += data\n while True:\n found_png, made_progress = self.state()\n if found_png:\n self.listener.image_ready(self.buffer[0:self.offset])\n self.buffer = self.buffer[self.offset:]\n self.offset = 0\n self.state = self.handle_header\n if not made_progress:\n return\n\n def handle_header(self):\n self.pngStartOffset = self.offset\n if self.fewer_remaining_than(8):\n return False, False\n self.offset += 8\n self.state = self.handle_chunk_header\n return False, True\n\n def handle_chunk_header(self):\n if self.fewer_remaining_than(8):\n return False, False\n self.state = self.handle_chunk_data\n self.chunk = struct.unpack('>I4s', self.buffer[self.offset:self.\n offset + 8])\n self.offset += 8\n return False, True\n\n def handle_chunk_data(self):\n chunk_size = self.chunk[0] + 4\n if self.fewer_remaining_than(chunk_size):\n return False, False\n self.offset += chunk_size\n if self.chunk[1] == 'IEND':\n return True, True\n else:\n self.state = self.handle_chunk_header\n return False, True\n\n def fewer_remaining_than(self, desired_size):\n return len(self.buffer) < self.offset + desired_size\n", "<docstring token>\n<import token>\n<docstring token>\n\n\nclass PNGSplitter(object):\n\n def __init__(self, listener):\n self.buffer = ''\n self.offset = 0\n self.pngStartOffset = None\n self.state = self.handle_header\n self.chunk = None\n self.listener = listener\n \"\"\"\n Write some data.\n \"\"\"\n\n def write(self, data):\n self.buffer += data\n while True:\n found_png, made_progress = self.state()\n if found_png:\n self.listener.image_ready(self.buffer[0:self.offset])\n self.buffer = self.buffer[self.offset:]\n self.offset = 0\n self.state = self.handle_header\n if not made_progress:\n return\n\n def handle_header(self):\n self.pngStartOffset = self.offset\n if self.fewer_remaining_than(8):\n return False, False\n self.offset += 8\n self.state = self.handle_chunk_header\n return False, True\n\n def handle_chunk_header(self):\n if self.fewer_remaining_than(8):\n return False, False\n self.state = self.handle_chunk_data\n self.chunk = struct.unpack('>I4s', self.buffer[self.offset:self.\n offset + 8])\n self.offset += 8\n return False, True\n\n def handle_chunk_data(self):\n chunk_size = self.chunk[0] + 4\n if self.fewer_remaining_than(chunk_size):\n return False, False\n self.offset += chunk_size\n if self.chunk[1] == 'IEND':\n return True, True\n else:\n self.state = self.handle_chunk_header\n return False, True\n\n def fewer_remaining_than(self, desired_size):\n return len(self.buffer) < self.offset + desired_size\n", "<docstring token>\n<import token>\n<docstring token>\n\n\nclass PNGSplitter(object):\n\n def __init__(self, listener):\n self.buffer = ''\n self.offset = 0\n self.pngStartOffset = None\n self.state = self.handle_header\n self.chunk = None\n self.listener = listener\n <docstring token>\n\n def write(self, data):\n self.buffer += data\n while True:\n found_png, made_progress = self.state()\n if found_png:\n self.listener.image_ready(self.buffer[0:self.offset])\n self.buffer = self.buffer[self.offset:]\n self.offset = 0\n self.state = self.handle_header\n if not made_progress:\n return\n\n def handle_header(self):\n self.pngStartOffset = self.offset\n if self.fewer_remaining_than(8):\n return False, False\n self.offset += 8\n self.state = self.handle_chunk_header\n return False, True\n\n def handle_chunk_header(self):\n if self.fewer_remaining_than(8):\n return False, False\n self.state = self.handle_chunk_data\n self.chunk = struct.unpack('>I4s', self.buffer[self.offset:self.\n offset + 8])\n self.offset += 8\n return False, True\n\n def handle_chunk_data(self):\n chunk_size = self.chunk[0] + 4\n if self.fewer_remaining_than(chunk_size):\n return False, False\n self.offset += chunk_size\n if self.chunk[1] == 'IEND':\n return True, True\n else:\n self.state = self.handle_chunk_header\n return False, True\n\n def fewer_remaining_than(self, desired_size):\n return len(self.buffer) < self.offset + desired_size\n", "<docstring token>\n<import token>\n<docstring token>\n\n\nclass PNGSplitter(object):\n\n def __init__(self, listener):\n self.buffer = ''\n self.offset = 0\n self.pngStartOffset = None\n self.state = self.handle_header\n self.chunk = None\n self.listener = listener\n <docstring token>\n\n def write(self, data):\n self.buffer += data\n while True:\n found_png, made_progress = self.state()\n if found_png:\n self.listener.image_ready(self.buffer[0:self.offset])\n self.buffer = self.buffer[self.offset:]\n self.offset = 0\n self.state = self.handle_header\n if not made_progress:\n return\n <function token>\n\n def handle_chunk_header(self):\n if self.fewer_remaining_than(8):\n return False, False\n self.state = self.handle_chunk_data\n self.chunk = struct.unpack('>I4s', self.buffer[self.offset:self.\n offset + 8])\n self.offset += 8\n return False, True\n\n def handle_chunk_data(self):\n chunk_size = self.chunk[0] + 4\n if self.fewer_remaining_than(chunk_size):\n return False, False\n self.offset += chunk_size\n if self.chunk[1] == 'IEND':\n return True, True\n else:\n self.state = self.handle_chunk_header\n return False, True\n\n def fewer_remaining_than(self, desired_size):\n return len(self.buffer) < self.offset + desired_size\n", "<docstring token>\n<import token>\n<docstring token>\n\n\nclass PNGSplitter(object):\n\n def __init__(self, listener):\n self.buffer = ''\n self.offset = 0\n self.pngStartOffset = None\n self.state = self.handle_header\n self.chunk = None\n self.listener = listener\n <docstring token>\n\n def write(self, data):\n self.buffer += data\n while True:\n found_png, made_progress = self.state()\n if found_png:\n self.listener.image_ready(self.buffer[0:self.offset])\n self.buffer = self.buffer[self.offset:]\n self.offset = 0\n self.state = self.handle_header\n if not made_progress:\n return\n <function token>\n\n def handle_chunk_header(self):\n if self.fewer_remaining_than(8):\n return False, False\n self.state = self.handle_chunk_data\n self.chunk = struct.unpack('>I4s', self.buffer[self.offset:self.\n offset + 8])\n self.offset += 8\n return False, True\n <function token>\n\n def fewer_remaining_than(self, desired_size):\n return len(self.buffer) < self.offset + desired_size\n", "<docstring token>\n<import token>\n<docstring token>\n\n\nclass PNGSplitter(object):\n <function token>\n <docstring token>\n\n def write(self, data):\n self.buffer += data\n while True:\n found_png, made_progress = self.state()\n if found_png:\n self.listener.image_ready(self.buffer[0:self.offset])\n self.buffer = self.buffer[self.offset:]\n self.offset = 0\n self.state = self.handle_header\n if not made_progress:\n return\n <function token>\n\n def handle_chunk_header(self):\n if self.fewer_remaining_than(8):\n return False, False\n self.state = self.handle_chunk_data\n self.chunk = struct.unpack('>I4s', self.buffer[self.offset:self.\n offset + 8])\n self.offset += 8\n return False, True\n <function token>\n\n def fewer_remaining_than(self, desired_size):\n return len(self.buffer) < self.offset + desired_size\n", "<docstring token>\n<import token>\n<docstring token>\n\n\nclass PNGSplitter(object):\n <function token>\n <docstring token>\n\n def write(self, data):\n self.buffer += data\n while True:\n found_png, made_progress = self.state()\n if found_png:\n self.listener.image_ready(self.buffer[0:self.offset])\n self.buffer = self.buffer[self.offset:]\n self.offset = 0\n self.state = self.handle_header\n if not made_progress:\n return\n <function token>\n\n def handle_chunk_header(self):\n if self.fewer_remaining_than(8):\n return False, False\n self.state = self.handle_chunk_data\n self.chunk = struct.unpack('>I4s', self.buffer[self.offset:self.\n offset + 8])\n self.offset += 8\n return False, True\n <function token>\n <function token>\n", "<docstring token>\n<import token>\n<docstring token>\n\n\nclass PNGSplitter(object):\n <function token>\n <docstring token>\n\n def write(self, data):\n self.buffer += data\n while True:\n found_png, made_progress = self.state()\n if found_png:\n self.listener.image_ready(self.buffer[0:self.offset])\n self.buffer = self.buffer[self.offset:]\n self.offset = 0\n self.state = self.handle_header\n if not made_progress:\n return\n <function token>\n <function token>\n <function token>\n <function token>\n", "<docstring token>\n<import token>\n<docstring token>\n\n\nclass PNGSplitter(object):\n <function token>\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n", "<docstring token>\n<import token>\n<docstring token>\n<class token>\n" ]

[ "# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals, absolute_import\nfrom operator import itemgetter\nfrom django.conf import settings\nfrom django.contrib import admin\nfrom django.contrib.staticfiles import finders\nfrom django.utils import six\nfrom django.utils.deconstruct import deconstructible\nfrom django.utils.module_loading import import_string\nfrom django.utils.text import capfirst\nfrom django.core.checks import Warning\nfrom templateselector.handlers import get_results_from_registry\nfrom templateselector.widgets import TemplateSelector, AdminTemplateSelector\nimport re\nfrom django.core.exceptions import ImproperlyConfigured, ValidationError\nfrom django.core.validators import MaxLengthValidator\nfrom django.db.models import CharField\nfrom django.forms import TypedChoiceField\nfrom django.template import TemplateDoesNotExist, engines\nfrom django.template.loader import get_template\nfrom django.utils.encoding import force_text\nfrom django.utils.functional import curry\nfrom django.utils.translation import ugettext_lazy as _\n\n\n__all__ = ['TemplateField', 'TemplateChoiceField']\n\n\ndef get_templates_from_loaders():\n for engine in engines.all():\n # I only know how to search the DjangoTemplates yo...\n engine = getattr(engine, 'engine')\n loaders = engine.template_loaders\n for result in get_results_from_registry(loaders):\n yield result\n\n\ndef nice_display_name(template_path):\n setting = getattr(settings, 'TEMPLATESELECTOR_DISPLAY_NAMES', {})\n if template_path in setting.keys():\n return setting[template_path]\n to_space_re = re.compile(r'[^a-zA-Z0-9\\-]+')\n name = template_path.rpartition('/')[-1]\n basename = name.rpartition('.')[0]\n lastpart_spaces = to_space_re.sub(' ', basename)\n return capfirst(_(lastpart_spaces))\n\n\n@deconstructible\nclass TemplateExistsValidator(object):\n __slots__ = ('regex', 'missing_template', 'wrong_pattern', '_constructor_args')\n def __init__(self, regex):\n self.regex = re.compile(regex)\n self.missing_template = _('%(value)s is not a valid template')\n self.wrong_pattern = _(\"%(value)s doesn't match the available template format\")\n\n def __call__(self, value):\n if not self.regex.match(value):\n raise ValidationError(self.wrong_pattern, params={'value': value})\n try:\n get_template(value)\n except TemplateDoesNotExist:\n raise ValidationError(self.missing_template, params={'value': value})\n\n\nclass TemplateField(CharField):\n def __init__(self, match='^.*$', display_name='templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\"max_length is implicitly set to 191 internally\"))\n kwargs['max_length'] = 191 # in case of using mysql+utf8mb4 & indexing\n super(TemplateField, self).__init__(*args, **kwargs)\n\n if not match.startswith('^'):\n raise ImproperlyConfigured(\"Missing required ^ at start\")\n if not match.endswith('$'):\n raise ImproperlyConfigured(\"Missing required $ at end\")\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\"display_name= argument must be a callable which takes a single string\"))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs[\"max_length\"]\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {\n 'form_class': TemplateChoiceField,\n 'match': self.match,\n 'display_name': self.display_name,\n }\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n\n def check(self, **kwargs):\n errors = []\n templates = (\n 'django/forms/widgets/template_selector.html',\n 'django/forms/widgets/template_selector_option.html'\n )\n missing = set()\n for t in templates:\n try:\n get_template('django/forms/widgets/template_selector.html')\n except TemplateDoesNotExist:\n missing.add(t)\n if missing:\n msg = \"Could not load templates: {}\".format(missing)\n hint = (\"Add 'templateselector' to your INSTALLED_APPS,\\n\\t \"\n \"OR create the templates yourself,\\n\\t \"\n \"OR silence this warning and don't use the default TemplateSelector widget\")\n errors.append(\n Warning(msg, hint=hint, obj=self, id='templateselector.W001')\n )\n css_files = (\n 'templateselector/widget.css',\n 'templateselector/admin_widget.css',\n )\n css_missing = set()\n for css in css_files:\n css_file = finders.find(css)\n if css_file is None:\n css_missing.add(css)\n if css_missing:\n msg = \"Could not load staticfiles: {}\".format(css_missing)\n hint = (\"Add 'templateselector' to your INSTALLED_APPS\\n\\t \"\n \"OR create the file and necessary styles yourself\")\n errors.append(\n Warning(msg, hint=hint, obj=self, id='templateselector.W002')\n )\n return errors\n\n def contribute_to_class(self, cls, name, **kwargs):\n super(TemplateField, self).contribute_to_class(cls, name, **kwargs)\n display = curry(self.__get_FIELD_template_display, field=self)\n display.short_description = self.verbose_name\n display.admin_order_field = name\n setattr(cls, 'get_%s_display' % self.name, display)\n template_instance = curry(self.__get_FIELD_template_instance, field=self)\n setattr(cls, 'get_%s_instance' % self.name, template_instance)\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name='templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\"display_name= argument must be a callable which takes a single string\"))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n\n if not match.startswith('^'):\n raise ImproperlyConfigured(\"Missing required ^ at start\")\n if not match.endswith('$'):\n raise ImproperlyConfigured(\"Missing required $ at end\")\n\n def lazysorted():\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield (choice, name)\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices =list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n# It doesn't matter wtf the formfield() method for our custom model field says\n# because the admin looks at the MRO for the model field and tries to render\n# it as a bloody text input.\nadmin.options.FORMFIELD_FOR_DBFIELD_DEFAULTS[TemplateField] = {'widget': AdminTemplateSelector}\n", "from __future__ import unicode_literals, absolute_import\nfrom operator import itemgetter\nfrom django.conf import settings\nfrom django.contrib import admin\nfrom django.contrib.staticfiles import finders\nfrom django.utils import six\nfrom django.utils.deconstruct import deconstructible\nfrom django.utils.module_loading import import_string\nfrom django.utils.text import capfirst\nfrom django.core.checks import Warning\nfrom templateselector.handlers import get_results_from_registry\nfrom templateselector.widgets import TemplateSelector, AdminTemplateSelector\nimport re\nfrom django.core.exceptions import ImproperlyConfigured, ValidationError\nfrom django.core.validators import MaxLengthValidator\nfrom django.db.models import CharField\nfrom django.forms import TypedChoiceField\nfrom django.template import TemplateDoesNotExist, engines\nfrom django.template.loader import get_template\nfrom django.utils.encoding import force_text\nfrom django.utils.functional import curry\nfrom django.utils.translation import ugettext_lazy as _\n__all__ = ['TemplateField', 'TemplateChoiceField']\n\n\ndef get_templates_from_loaders():\n for engine in engines.all():\n engine = getattr(engine, 'engine')\n loaders = engine.template_loaders\n for result in get_results_from_registry(loaders):\n yield result\n\n\ndef nice_display_name(template_path):\n setting = getattr(settings, 'TEMPLATESELECTOR_DISPLAY_NAMES', {})\n if template_path in setting.keys():\n return setting[template_path]\n to_space_re = re.compile('[^a-zA-Z0-9\\\\-]+')\n name = template_path.rpartition('/')[-1]\n basename = name.rpartition('.')[0]\n lastpart_spaces = to_space_re.sub(' ', basename)\n return capfirst(_(lastpart_spaces))\n\n\n@deconstructible\nclass TemplateExistsValidator(object):\n __slots__ = ('regex', 'missing_template', 'wrong_pattern',\n '_constructor_args')\n\n def __init__(self, regex):\n self.regex = re.compile(regex)\n self.missing_template = _('%(value)s is not a valid template')\n self.wrong_pattern = _(\n \"%(value)s doesn't match the available template format\")\n\n def __call__(self, value):\n if not self.regex.match(value):\n raise ValidationError(self.wrong_pattern, params={'value': value})\n try:\n get_template(value)\n except TemplateDoesNotExist:\n raise ValidationError(self.missing_template, params={'value':\n value})\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n\n def check(self, **kwargs):\n errors = []\n templates = ('django/forms/widgets/template_selector.html',\n 'django/forms/widgets/template_selector_option.html')\n missing = set()\n for t in templates:\n try:\n get_template('django/forms/widgets/template_selector.html')\n except TemplateDoesNotExist:\n missing.add(t)\n if missing:\n msg = 'Could not load templates: {}'.format(missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS,\n\t OR create the templates yourself,\n\t OR silence this warning and don't use the default TemplateSelector widget\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W001'))\n css_files = ('templateselector/widget.css',\n 'templateselector/admin_widget.css')\n css_missing = set()\n for css in css_files:\n css_file = finders.find(css)\n if css_file is None:\n css_missing.add(css)\n if css_missing:\n msg = 'Could not load staticfiles: {}'.format(css_missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS\n\t OR create the file and necessary styles yourself\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W002'))\n return errors\n\n def contribute_to_class(self, cls, name, **kwargs):\n super(TemplateField, self).contribute_to_class(cls, name, **kwargs)\n display = curry(self.__get_FIELD_template_display, field=self)\n display.short_description = self.verbose_name\n display.admin_order_field = name\n setattr(cls, 'get_%s_display' % self.name, display)\n template_instance = curry(self.__get_FIELD_template_instance, field\n =self)\n setattr(cls, 'get_%s_instance' % self.name, template_instance)\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\nadmin.options.FORMFIELD_FOR_DBFIELD_DEFAULTS[TemplateField] = {'widget':\n AdminTemplateSelector}\n", "<import token>\n__all__ = ['TemplateField', 'TemplateChoiceField']\n\n\ndef get_templates_from_loaders():\n for engine in engines.all():\n engine = getattr(engine, 'engine')\n loaders = engine.template_loaders\n for result in get_results_from_registry(loaders):\n yield result\n\n\ndef nice_display_name(template_path):\n setting = getattr(settings, 'TEMPLATESELECTOR_DISPLAY_NAMES', {})\n if template_path in setting.keys():\n return setting[template_path]\n to_space_re = re.compile('[^a-zA-Z0-9\\\\-]+')\n name = template_path.rpartition('/')[-1]\n basename = name.rpartition('.')[0]\n lastpart_spaces = to_space_re.sub(' ', basename)\n return capfirst(_(lastpart_spaces))\n\n\n@deconstructible\nclass TemplateExistsValidator(object):\n __slots__ = ('regex', 'missing_template', 'wrong_pattern',\n '_constructor_args')\n\n def __init__(self, regex):\n self.regex = re.compile(regex)\n self.missing_template = _('%(value)s is not a valid template')\n self.wrong_pattern = _(\n \"%(value)s doesn't match the available template format\")\n\n def __call__(self, value):\n if not self.regex.match(value):\n raise ValidationError(self.wrong_pattern, params={'value': value})\n try:\n get_template(value)\n except TemplateDoesNotExist:\n raise ValidationError(self.missing_template, params={'value':\n value})\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n\n def check(self, **kwargs):\n errors = []\n templates = ('django/forms/widgets/template_selector.html',\n 'django/forms/widgets/template_selector_option.html')\n missing = set()\n for t in templates:\n try:\n get_template('django/forms/widgets/template_selector.html')\n except TemplateDoesNotExist:\n missing.add(t)\n if missing:\n msg = 'Could not load templates: {}'.format(missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS,\n\t OR create the templates yourself,\n\t OR silence this warning and don't use the default TemplateSelector widget\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W001'))\n css_files = ('templateselector/widget.css',\n 'templateselector/admin_widget.css')\n css_missing = set()\n for css in css_files:\n css_file = finders.find(css)\n if css_file is None:\n css_missing.add(css)\n if css_missing:\n msg = 'Could not load staticfiles: {}'.format(css_missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS\n\t OR create the file and necessary styles yourself\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W002'))\n return errors\n\n def contribute_to_class(self, cls, name, **kwargs):\n super(TemplateField, self).contribute_to_class(cls, name, **kwargs)\n display = curry(self.__get_FIELD_template_display, field=self)\n display.short_description = self.verbose_name\n display.admin_order_field = name\n setattr(cls, 'get_%s_display' % self.name, display)\n template_instance = curry(self.__get_FIELD_template_instance, field\n =self)\n setattr(cls, 'get_%s_instance' % self.name, template_instance)\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\nadmin.options.FORMFIELD_FOR_DBFIELD_DEFAULTS[TemplateField] = {'widget':\n AdminTemplateSelector}\n", "<import token>\n<assignment token>\n\n\ndef get_templates_from_loaders():\n for engine in engines.all():\n engine = getattr(engine, 'engine')\n loaders = engine.template_loaders\n for result in get_results_from_registry(loaders):\n yield result\n\n\ndef nice_display_name(template_path):\n setting = getattr(settings, 'TEMPLATESELECTOR_DISPLAY_NAMES', {})\n if template_path in setting.keys():\n return setting[template_path]\n to_space_re = re.compile('[^a-zA-Z0-9\\\\-]+')\n name = template_path.rpartition('/')[-1]\n basename = name.rpartition('.')[0]\n lastpart_spaces = to_space_re.sub(' ', basename)\n return capfirst(_(lastpart_spaces))\n\n\n@deconstructible\nclass TemplateExistsValidator(object):\n __slots__ = ('regex', 'missing_template', 'wrong_pattern',\n '_constructor_args')\n\n def __init__(self, regex):\n self.regex = re.compile(regex)\n self.missing_template = _('%(value)s is not a valid template')\n self.wrong_pattern = _(\n \"%(value)s doesn't match the available template format\")\n\n def __call__(self, value):\n if not self.regex.match(value):\n raise ValidationError(self.wrong_pattern, params={'value': value})\n try:\n get_template(value)\n except TemplateDoesNotExist:\n raise ValidationError(self.missing_template, params={'value':\n value})\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n\n def check(self, **kwargs):\n errors = []\n templates = ('django/forms/widgets/template_selector.html',\n 'django/forms/widgets/template_selector_option.html')\n missing = set()\n for t in templates:\n try:\n get_template('django/forms/widgets/template_selector.html')\n except TemplateDoesNotExist:\n missing.add(t)\n if missing:\n msg = 'Could not load templates: {}'.format(missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS,\n\t OR create the templates yourself,\n\t OR silence this warning and don't use the default TemplateSelector widget\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W001'))\n css_files = ('templateselector/widget.css',\n 'templateselector/admin_widget.css')\n css_missing = set()\n for css in css_files:\n css_file = finders.find(css)\n if css_file is None:\n css_missing.add(css)\n if css_missing:\n msg = 'Could not load staticfiles: {}'.format(css_missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS\n\t OR create the file and necessary styles yourself\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W002'))\n return errors\n\n def contribute_to_class(self, cls, name, **kwargs):\n super(TemplateField, self).contribute_to_class(cls, name, **kwargs)\n display = curry(self.__get_FIELD_template_display, field=self)\n display.short_description = self.verbose_name\n display.admin_order_field = name\n setattr(cls, 'get_%s_display' % self.name, display)\n template_instance = curry(self.__get_FIELD_template_instance, field\n =self)\n setattr(cls, 'get_%s_instance' % self.name, template_instance)\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n\n\ndef nice_display_name(template_path):\n setting = getattr(settings, 'TEMPLATESELECTOR_DISPLAY_NAMES', {})\n if template_path in setting.keys():\n return setting[template_path]\n to_space_re = re.compile('[^a-zA-Z0-9\\\\-]+')\n name = template_path.rpartition('/')[-1]\n basename = name.rpartition('.')[0]\n lastpart_spaces = to_space_re.sub(' ', basename)\n return capfirst(_(lastpart_spaces))\n\n\n@deconstructible\nclass TemplateExistsValidator(object):\n __slots__ = ('regex', 'missing_template', 'wrong_pattern',\n '_constructor_args')\n\n def __init__(self, regex):\n self.regex = re.compile(regex)\n self.missing_template = _('%(value)s is not a valid template')\n self.wrong_pattern = _(\n \"%(value)s doesn't match the available template format\")\n\n def __call__(self, value):\n if not self.regex.match(value):\n raise ValidationError(self.wrong_pattern, params={'value': value})\n try:\n get_template(value)\n except TemplateDoesNotExist:\n raise ValidationError(self.missing_template, params={'value':\n value})\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n\n def check(self, **kwargs):\n errors = []\n templates = ('django/forms/widgets/template_selector.html',\n 'django/forms/widgets/template_selector_option.html')\n missing = set()\n for t in templates:\n try:\n get_template('django/forms/widgets/template_selector.html')\n except TemplateDoesNotExist:\n missing.add(t)\n if missing:\n msg = 'Could not load templates: {}'.format(missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS,\n\t OR create the templates yourself,\n\t OR silence this warning and don't use the default TemplateSelector widget\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W001'))\n css_files = ('templateselector/widget.css',\n 'templateselector/admin_widget.css')\n css_missing = set()\n for css in css_files:\n css_file = finders.find(css)\n if css_file is None:\n css_missing.add(css)\n if css_missing:\n msg = 'Could not load staticfiles: {}'.format(css_missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS\n\t OR create the file and necessary styles yourself\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W002'))\n return errors\n\n def contribute_to_class(self, cls, name, **kwargs):\n super(TemplateField, self).contribute_to_class(cls, name, **kwargs)\n display = curry(self.__get_FIELD_template_display, field=self)\n display.short_description = self.verbose_name\n display.admin_order_field = name\n setattr(cls, 'get_%s_display' % self.name, display)\n template_instance = curry(self.__get_FIELD_template_instance, field\n =self)\n setattr(cls, 'get_%s_instance' % self.name, template_instance)\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n\n\n@deconstructible\nclass TemplateExistsValidator(object):\n __slots__ = ('regex', 'missing_template', 'wrong_pattern',\n '_constructor_args')\n\n def __init__(self, regex):\n self.regex = re.compile(regex)\n self.missing_template = _('%(value)s is not a valid template')\n self.wrong_pattern = _(\n \"%(value)s doesn't match the available template format\")\n\n def __call__(self, value):\n if not self.regex.match(value):\n raise ValidationError(self.wrong_pattern, params={'value': value})\n try:\n get_template(value)\n except TemplateDoesNotExist:\n raise ValidationError(self.missing_template, params={'value':\n value})\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n\n def check(self, **kwargs):\n errors = []\n templates = ('django/forms/widgets/template_selector.html',\n 'django/forms/widgets/template_selector_option.html')\n missing = set()\n for t in templates:\n try:\n get_template('django/forms/widgets/template_selector.html')\n except TemplateDoesNotExist:\n missing.add(t)\n if missing:\n msg = 'Could not load templates: {}'.format(missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS,\n\t OR create the templates yourself,\n\t OR silence this warning and don't use the default TemplateSelector widget\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W001'))\n css_files = ('templateselector/widget.css',\n 'templateselector/admin_widget.css')\n css_missing = set()\n for css in css_files:\n css_file = finders.find(css)\n if css_file is None:\n css_missing.add(css)\n if css_missing:\n msg = 'Could not load staticfiles: {}'.format(css_missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS\n\t OR create the file and necessary styles yourself\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W002'))\n return errors\n\n def contribute_to_class(self, cls, name, **kwargs):\n super(TemplateField, self).contribute_to_class(cls, name, **kwargs)\n display = curry(self.__get_FIELD_template_display, field=self)\n display.short_description = self.verbose_name\n display.admin_order_field = name\n setattr(cls, 'get_%s_display' % self.name, display)\n template_instance = curry(self.__get_FIELD_template_instance, field\n =self)\n setattr(cls, 'get_%s_instance' % self.name, template_instance)\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n\n\n@deconstructible\nclass TemplateExistsValidator(object):\n <assignment token>\n\n def __init__(self, regex):\n self.regex = re.compile(regex)\n self.missing_template = _('%(value)s is not a valid template')\n self.wrong_pattern = _(\n \"%(value)s doesn't match the available template format\")\n\n def __call__(self, value):\n if not self.regex.match(value):\n raise ValidationError(self.wrong_pattern, params={'value': value})\n try:\n get_template(value)\n except TemplateDoesNotExist:\n raise ValidationError(self.missing_template, params={'value':\n value})\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n\n def check(self, **kwargs):\n errors = []\n templates = ('django/forms/widgets/template_selector.html',\n 'django/forms/widgets/template_selector_option.html')\n missing = set()\n for t in templates:\n try:\n get_template('django/forms/widgets/template_selector.html')\n except TemplateDoesNotExist:\n missing.add(t)\n if missing:\n msg = 'Could not load templates: {}'.format(missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS,\n\t OR create the templates yourself,\n\t OR silence this warning and don't use the default TemplateSelector widget\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W001'))\n css_files = ('templateselector/widget.css',\n 'templateselector/admin_widget.css')\n css_missing = set()\n for css in css_files:\n css_file = finders.find(css)\n if css_file is None:\n css_missing.add(css)\n if css_missing:\n msg = 'Could not load staticfiles: {}'.format(css_missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS\n\t OR create the file and necessary styles yourself\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W002'))\n return errors\n\n def contribute_to_class(self, cls, name, **kwargs):\n super(TemplateField, self).contribute_to_class(cls, name, **kwargs)\n display = curry(self.__get_FIELD_template_display, field=self)\n display.short_description = self.verbose_name\n display.admin_order_field = name\n setattr(cls, 'get_%s_display' % self.name, display)\n template_instance = curry(self.__get_FIELD_template_instance, field\n =self)\n setattr(cls, 'get_%s_instance' % self.name, template_instance)\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n\n\n@deconstructible\nclass TemplateExistsValidator(object):\n <assignment token>\n <function token>\n\n def __call__(self, value):\n if not self.regex.match(value):\n raise ValidationError(self.wrong_pattern, params={'value': value})\n try:\n get_template(value)\n except TemplateDoesNotExist:\n raise ValidationError(self.missing_template, params={'value':\n value})\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n\n def check(self, **kwargs):\n errors = []\n templates = ('django/forms/widgets/template_selector.html',\n 'django/forms/widgets/template_selector_option.html')\n missing = set()\n for t in templates:\n try:\n get_template('django/forms/widgets/template_selector.html')\n except TemplateDoesNotExist:\n missing.add(t)\n if missing:\n msg = 'Could not load templates: {}'.format(missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS,\n\t OR create the templates yourself,\n\t OR silence this warning and don't use the default TemplateSelector widget\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W001'))\n css_files = ('templateselector/widget.css',\n 'templateselector/admin_widget.css')\n css_missing = set()\n for css in css_files:\n css_file = finders.find(css)\n if css_file is None:\n css_missing.add(css)\n if css_missing:\n msg = 'Could not load staticfiles: {}'.format(css_missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS\n\t OR create the file and necessary styles yourself\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W002'))\n return errors\n\n def contribute_to_class(self, cls, name, **kwargs):\n super(TemplateField, self).contribute_to_class(cls, name, **kwargs)\n display = curry(self.__get_FIELD_template_display, field=self)\n display.short_description = self.verbose_name\n display.admin_order_field = name\n setattr(cls, 'get_%s_display' % self.name, display)\n template_instance = curry(self.__get_FIELD_template_instance, field\n =self)\n setattr(cls, 'get_%s_instance' % self.name, template_instance)\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n\n\n@deconstructible\nclass TemplateExistsValidator(object):\n <assignment token>\n <function token>\n <function token>\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n\n def check(self, **kwargs):\n errors = []\n templates = ('django/forms/widgets/template_selector.html',\n 'django/forms/widgets/template_selector_option.html')\n missing = set()\n for t in templates:\n try:\n get_template('django/forms/widgets/template_selector.html')\n except TemplateDoesNotExist:\n missing.add(t)\n if missing:\n msg = 'Could not load templates: {}'.format(missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS,\n\t OR create the templates yourself,\n\t OR silence this warning and don't use the default TemplateSelector widget\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W001'))\n css_files = ('templateselector/widget.css',\n 'templateselector/admin_widget.css')\n css_missing = set()\n for css in css_files:\n css_file = finders.find(css)\n if css_file is None:\n css_missing.add(css)\n if css_missing:\n msg = 'Could not load staticfiles: {}'.format(css_missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS\n\t OR create the file and necessary styles yourself\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W002'))\n return errors\n\n def contribute_to_class(self, cls, name, **kwargs):\n super(TemplateField, self).contribute_to_class(cls, name, **kwargs)\n display = curry(self.__get_FIELD_template_display, field=self)\n display.short_description = self.verbose_name\n display.admin_order_field = name\n setattr(cls, 'get_%s_display' % self.name, display)\n template_instance = curry(self.__get_FIELD_template_instance, field\n =self)\n setattr(cls, 'get_%s_instance' % self.name, template_instance)\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n\n def check(self, **kwargs):\n errors = []\n templates = ('django/forms/widgets/template_selector.html',\n 'django/forms/widgets/template_selector_option.html')\n missing = set()\n for t in templates:\n try:\n get_template('django/forms/widgets/template_selector.html')\n except TemplateDoesNotExist:\n missing.add(t)\n if missing:\n msg = 'Could not load templates: {}'.format(missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS,\n\t OR create the templates yourself,\n\t OR silence this warning and don't use the default TemplateSelector widget\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W001'))\n css_files = ('templateselector/widget.css',\n 'templateselector/admin_widget.css')\n css_missing = set()\n for css in css_files:\n css_file = finders.find(css)\n if css_file is None:\n css_missing.add(css)\n if css_missing:\n msg = 'Could not load staticfiles: {}'.format(css_missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS\n\t OR create the file and necessary styles yourself\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W002'))\n return errors\n\n def contribute_to_class(self, cls, name, **kwargs):\n super(TemplateField, self).contribute_to_class(cls, name, **kwargs)\n display = curry(self.__get_FIELD_template_display, field=self)\n display.short_description = self.verbose_name\n display.admin_order_field = name\n setattr(cls, 'get_%s_display' % self.name, display)\n template_instance = curry(self.__get_FIELD_template_instance, field\n =self)\n setattr(cls, 'get_%s_instance' % self.name, template_instance)\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n\n def check(self, **kwargs):\n errors = []\n templates = ('django/forms/widgets/template_selector.html',\n 'django/forms/widgets/template_selector_option.html')\n missing = set()\n for t in templates:\n try:\n get_template('django/forms/widgets/template_selector.html')\n except TemplateDoesNotExist:\n missing.add(t)\n if missing:\n msg = 'Could not load templates: {}'.format(missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS,\n\t OR create the templates yourself,\n\t OR silence this warning and don't use the default TemplateSelector widget\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W001'))\n css_files = ('templateselector/widget.css',\n 'templateselector/admin_widget.css')\n css_missing = set()\n for css in css_files:\n css_file = finders.find(css)\n if css_file is None:\n css_missing.add(css)\n if css_missing:\n msg = 'Could not load staticfiles: {}'.format(css_missing)\n hint = \"\"\"Add 'templateselector' to your INSTALLED_APPS\n\t OR create the file and necessary styles yourself\"\"\"\n errors.append(Warning(msg, hint=hint, obj=self, id=\n 'templateselector.W002'))\n return errors\n <function token>\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n <function token>\n <function token>\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n\n def __get_FIELD_template_instance(self, cls, field):\n value = getattr(cls, field.attname)\n return get_template(value)\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n\n def deconstruct(self):\n name, path, args, kwargs = super(TemplateField, self).deconstruct()\n del kwargs['max_length']\n kwargs['match'] = self.match\n kwargs['display_name'] = self.display_name\n return name, path, args, kwargs\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n <function token>\n <function token>\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n <function token>\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n <function token>\n\n def formfield(self, **kwargs):\n defaults = {'form_class': TemplateChoiceField, 'match': self.match,\n 'display_name': self.display_name}\n defaults.update(kwargs)\n return super(TemplateField, self).formfield(**defaults)\n <function token>\n <function token>\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n <function token>\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n\n\nclass TemplateField(CharField):\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'max_length' in kwargs:\n raise ImproperlyConfigured(_(\n 'max_length is implicitly set to 191 internally'))\n kwargs['max_length'] = 191\n super(TemplateField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n self.match = match\n template_exists_validator = TemplateExistsValidator(self.match)\n self.validators.append(template_exists_validator)\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n self.display_name = display_name\n <function token>\n <function token>\n <function token>\n <function token>\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n <function token>\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n\n\nclass TemplateField(CharField):\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def __get_FIELD_template_display(self, cls, field):\n value = getattr(cls, field.attname)\n return self.display_name(value)\n <function token>\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n\n\nclass TemplateField(CharField):\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n<class token>\n\n\nclass TemplateChoiceField(TypedChoiceField):\n widget = TemplateSelector\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n<class token>\n\n\nclass TemplateChoiceField(TypedChoiceField):\n <assignment token>\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n\n def prepare_value(self, value):\n \"\"\"\n To avoid evaluating the lazysorted callable more than necessary to\n establish a potential initial value for the field, we do it here.\n\n If there's\n - only one template choice, and\n - the field is required, and\n - there's no prior initial set (either by being bound or by being set\n higher up the stack\n then forcibly select the only \"good\" value as the default.\n \"\"\"\n if value is None and self.required:\n choices = list(self.choices)\n if len(choices) == 1:\n value = choices[0][0]\n return super(TemplateChoiceField, self).prepare_value(value)\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n<class token>\n\n\nclass TemplateChoiceField(TypedChoiceField):\n <assignment token>\n\n def __init__(self, match='^.*$', display_name=\n 'templateselector.fields.nice_display_name', *args, **kwargs):\n if 'coerce' in kwargs:\n raise ImproperlyConfigured(_(\"Don't pass a coercion callable\"))\n kwargs['coerce'] = force_text\n max_length = None\n if 'max_length' in kwargs:\n max_length = kwargs.pop('max_length')\n if isinstance(display_name, six.text_type) and '.' in display_name:\n display_name = import_string(display_name)\n if not callable(display_name):\n raise ImproperlyConfigured(_(\n 'display_name= argument must be a callable which takes a single string'\n ))\n super(TemplateChoiceField, self).__init__(*args, **kwargs)\n if not match.startswith('^'):\n raise ImproperlyConfigured('Missing required ^ at start')\n if not match.endswith('$'):\n raise ImproperlyConfigured('Missing required $ at end')\n\n def lazysorted():\n\n def filter_choices(regex_, namecaller_):\n match_re = re.compile(regex_)\n choices = get_templates_from_loaders()\n for choice in choices:\n if match_re.match(choice):\n name = namecaller_(choice)\n yield choice, name\n results = filter_choices(regex_=match, namecaller_=display_name)\n return sorted(set(results), key=itemgetter(1))\n self.choices = lazysorted\n self.max_length = max_length\n if max_length is not None:\n self.validators.append(MaxLengthValidator(int(max_length)))\n <function token>\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n<class token>\n\n\nclass TemplateChoiceField(TypedChoiceField):\n <assignment token>\n <function token>\n <function token>\n\n\n<assignment token>\n", "<import token>\n<assignment token>\n<function token>\n<function token>\n<class token>\n<class token>\n<class token>\n<assignment token>\n" ]

[ "from __future__ import absolute_import, division, print_function\nfrom builtins import (\n bytes, str, open, super, range, zip, round, input, int, pow, object\n)\n\nfrom sqlalchemy import create_engine, MetaData, Table, text\nfrom geoalchemy2 import Geometry\nimport fiona\nimport geopandas\ntry:\n import osr\nexcept ImportError:\n from osgeo import osr\n\nfrom gaia.filters import filter_postgis\nfrom gaia.geo.gdal_functions import gdal_reproject\nfrom gaia.util import GaiaException, sqlengines\n\n\nclass GaiaDataObject(object):\n def __init__(self, reader=None, dataFormat=None, epsg=None, **kwargs):\n self._data = None\n self._metadata = None\n self._reader = reader\n self._datatype = None\n self._dataformat = dataFormat\n self._epsg = epsg\n\n def get_metadata(self):\n if not self._metadata:\n self._reader.load_metadata(self)\n return self._metadata\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n\n def set_data(self, data):\n self._data = data\n\n def get_epsg(self):\n return self._epsg\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n\n # Recompute bounds\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[\n [xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]\n ]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n\n return self._datatype\n\n def _setdatatype(self, value):\n self._datatype = value\n\n datatype = property(_getdatatype, _setdatatype)\n\n def _getdataformat(self):\n if not self._dataformat:\n self.get_metadata()\n\n return self._dataformat\n\n def _setdataformat(self, value):\n self._dataformat = value\n\n dataformat = property(_getdataformat, _setdataformat)\n\n\nclass GDALDataObject(GaiaDataObject):\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException(\"EPSG code coud not be determined\")\n\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n\n self._reader = reader\n\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n # Define table property\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n\n table = property(_gettable, _settable)\n\n # Define hostname property\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n\n hostname = property(_gethostname, _sethostname)\n\n # Define db property\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n\n dbname = property(_getdbname, _setdbname)\n\n # Define user property\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n\n user = property(_getuser, _setuser)\n\n # Define password property\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n\n password = property(_getpassword, _setpassword)\n\n # Define epsg property\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n\n epsg = property(_getepsg, _setepsg)\n\n # Define filters property\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n\n filters = property(_getfilters, _setfilters)\n\n # Define geom_column property\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n\n geom_column = property(_getgeom_column, _setgeom_column)\n\n # Define engine property\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n\n engine = property(_getengine, _setengine)\n\n # etc...\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n\n self.get_table_info()\n self.verify()\n\n # methods additional in PostgisIO\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(\n self.get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(\n col, self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(\n auth=auth, host=self._hostname, dbname=self._dbname)\n\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta,\n autoload=True, autoload_with=self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns\n if hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "from __future__ import absolute_import, division, print_function\nfrom builtins import bytes, str, open, super, range, zip, round, input, int, pow, object\nfrom sqlalchemy import create_engine, MetaData, Table, text\nfrom geoalchemy2 import Geometry\nimport fiona\nimport geopandas\ntry:\n import osr\nexcept ImportError:\n from osgeo import osr\nfrom gaia.filters import filter_postgis\nfrom gaia.geo.gdal_functions import gdal_reproject\nfrom gaia.util import GaiaException, sqlengines\n\n\nclass GaiaDataObject(object):\n\n def __init__(self, reader=None, dataFormat=None, epsg=None, **kwargs):\n self._data = None\n self._metadata = None\n self._reader = reader\n self._datatype = None\n self._dataformat = dataFormat\n self._epsg = epsg\n\n def get_metadata(self):\n if not self._metadata:\n self._reader.load_metadata(self)\n return self._metadata\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n\n def set_data(self, data):\n self._data = data\n\n def get_epsg(self):\n return self._epsg\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n\n def _setdatatype(self, value):\n self._datatype = value\n datatype = property(_getdatatype, _setdatatype)\n\n def _getdataformat(self):\n if not self._dataformat:\n self.get_metadata()\n return self._dataformat\n\n def _setdataformat(self, value):\n self._dataformat = value\n dataformat = property(_getdataformat, _setdataformat)\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\ntry:\n import osr\nexcept ImportError:\n from osgeo import osr\n<import token>\n\n\nclass GaiaDataObject(object):\n\n def __init__(self, reader=None, dataFormat=None, epsg=None, **kwargs):\n self._data = None\n self._metadata = None\n self._reader = reader\n self._datatype = None\n self._dataformat = dataFormat\n self._epsg = epsg\n\n def get_metadata(self):\n if not self._metadata:\n self._reader.load_metadata(self)\n return self._metadata\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n\n def set_data(self, data):\n self._data = data\n\n def get_epsg(self):\n return self._epsg\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n\n def _setdatatype(self, value):\n self._datatype = value\n datatype = property(_getdatatype, _setdatatype)\n\n def _getdataformat(self):\n if not self._dataformat:\n self.get_metadata()\n return self._dataformat\n\n def _setdataformat(self, value):\n self._dataformat = value\n dataformat = property(_getdataformat, _setdataformat)\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n\n def __init__(self, reader=None, dataFormat=None, epsg=None, **kwargs):\n self._data = None\n self._metadata = None\n self._reader = reader\n self._datatype = None\n self._dataformat = dataFormat\n self._epsg = epsg\n\n def get_metadata(self):\n if not self._metadata:\n self._reader.load_metadata(self)\n return self._metadata\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n\n def set_data(self, data):\n self._data = data\n\n def get_epsg(self):\n return self._epsg\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n\n def _setdatatype(self, value):\n self._datatype = value\n datatype = property(_getdatatype, _setdatatype)\n\n def _getdataformat(self):\n if not self._dataformat:\n self.get_metadata()\n return self._dataformat\n\n def _setdataformat(self, value):\n self._dataformat = value\n dataformat = property(_getdataformat, _setdataformat)\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n\n def __init__(self, reader=None, dataFormat=None, epsg=None, **kwargs):\n self._data = None\n self._metadata = None\n self._reader = reader\n self._datatype = None\n self._dataformat = dataFormat\n self._epsg = epsg\n\n def get_metadata(self):\n if not self._metadata:\n self._reader.load_metadata(self)\n return self._metadata\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n\n def set_data(self, data):\n self._data = data\n\n def get_epsg(self):\n return self._epsg\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n\n def _setdatatype(self, value):\n self._datatype = value\n <assignment token>\n\n def _getdataformat(self):\n if not self._dataformat:\n self.get_metadata()\n return self._dataformat\n\n def _setdataformat(self, value):\n self._dataformat = value\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n\n def __init__(self, reader=None, dataFormat=None, epsg=None, **kwargs):\n self._data = None\n self._metadata = None\n self._reader = reader\n self._datatype = None\n self._dataformat = dataFormat\n self._epsg = epsg\n\n def get_metadata(self):\n if not self._metadata:\n self._reader.load_metadata(self)\n return self._metadata\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n\n def set_data(self, data):\n self._data = data\n\n def get_epsg(self):\n return self._epsg\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n\n def _setdatatype(self, value):\n self._datatype = value\n <assignment token>\n <function token>\n\n def _setdataformat(self, value):\n self._dataformat = value\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n\n def __init__(self, reader=None, dataFormat=None, epsg=None, **kwargs):\n self._data = None\n self._metadata = None\n self._reader = reader\n self._datatype = None\n self._dataformat = dataFormat\n self._epsg = epsg\n\n def get_metadata(self):\n if not self._metadata:\n self._reader.load_metadata(self)\n return self._metadata\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n\n def set_data(self, data):\n self._data = data\n <function token>\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n\n def _setdatatype(self, value):\n self._datatype = value\n <assignment token>\n <function token>\n\n def _setdataformat(self, value):\n self._dataformat = value\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n <function token>\n\n def get_metadata(self):\n if not self._metadata:\n self._reader.load_metadata(self)\n return self._metadata\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n\n def set_data(self, data):\n self._data = data\n <function token>\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n\n def _setdatatype(self, value):\n self._datatype = value\n <assignment token>\n <function token>\n\n def _setdataformat(self, value):\n self._dataformat = value\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n <function token>\n <function token>\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n\n def set_data(self, data):\n self._data = data\n <function token>\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n\n def _setdatatype(self, value):\n self._datatype = value\n <assignment token>\n <function token>\n\n def _setdataformat(self, value):\n self._dataformat = value\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n <function token>\n <function token>\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n <function token>\n <function token>\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n\n def _setdatatype(self, value):\n self._datatype = value\n <assignment token>\n <function token>\n\n def _setdataformat(self, value):\n self._dataformat = value\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n <function token>\n <function token>\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n <function token>\n <function token>\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n <function token>\n <assignment token>\n <function token>\n\n def _setdataformat(self, value):\n self._dataformat = value\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n <function token>\n <function token>\n\n def set_metadata(self, metadata):\n self._metadata = metadata\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n <function token>\n <function token>\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n <function token>\n <function token>\n <function token>\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n <function token>\n <function token>\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n\n def _getdatatype(self):\n if not self._datatype:\n self.get_metadata()\n if not self._datatype:\n self._datatype = self._metadata.get('type_', 'unknown')\n return self._datatype\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n <function token>\n <function token>\n <function token>\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n <function token>\n <function token>\n\n def reproject(self, epsg):\n repro = geopandas.GeoDataFrame.copy(self.get_data())\n repro[repro.geometry.name] = repro.geometry.to_crs(epsg=epsg)\n repro.crs = fiona.crs.from_epsg(epsg)\n self._data = repro\n self._epsg = epsg\n geometry = repro['geometry']\n geopandas_bounds = geometry.total_bounds\n xmin, ymin, xmax, ymax = geopandas_bounds\n coords = [[[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax]]]\n metadata = self.get_metadata()\n bounds = metadata.get('bounds', {})\n bounds['coordinates'] = coords\n metadata['bounds'] = bounds\n self.set_metadata(metadata)\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n <function token>\n <function token>\n <function token>\n\n def get_data(self):\n if self._data is None:\n self._reader.load_data(self)\n return self._data\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n\n\nclass GaiaDataObject(object):\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n<class token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n\n def get_epsg(self):\n if not self._epsgComputed:\n if not self._data:\n self.get_data()\n projection = self._data.GetProjection()\n data_crs = osr.SpatialReference(wkt=projection)\n try:\n self.epsg = int(data_crs.GetAttrValue('AUTHORITY', 1))\n self._epsgComputed = True\n except KeyError:\n raise GaiaException('EPSG code coud not be determined')\n return self.epsg\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n<class token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n <function token>\n\n def reproject(self, epsg):\n self._data = gdal_reproject(self._data, '', epsg=epsg)\n self.epsg = epsg\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n<class token>\n\n\nclass GDALDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(GDALDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._epsgComputed = False\n <function token>\n <function token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n<class token>\n\n\nclass GDALDataObject(GaiaDataObject):\n <function token>\n <function token>\n <function token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n table = property(_gettable, _settable)\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n hostname = property(_gethostname, _sethostname)\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n dbname = property(_getdbname, _setdbname)\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n user = property(_getuser, _setuser)\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n password = property(_getpassword, _setpassword)\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n epsg = property(_getepsg, _setepsg)\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n filters = property(_getfilters, _setfilters)\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n geom_column = property(_getgeom_column, _setgeom_column)\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n engine = property(_getengine, _setengine)\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n <assignment token>\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n <assignment token>\n\n def initialize_engine(self):\n self._engine = self.get_engine(self.get_connection_string())\n self.get_table_info()\n self.verify()\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n <assignment token>\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n\n def _getuser(self):\n return self._user\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n <assignment token>\n <function token>\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n\n def _gettable(self):\n return self._table\n <assignment token>\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n <assignment token>\n <function token>\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n <function token>\n <assignment token>\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n <assignment token>\n <function token>\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n\n def get_query(self):\n \"\"\"\n Formulate a query string and parameter list based on the\n table name, columns, and filter\n\n :return: Query string\n \"\"\"\n columns = ','.join(['\"{}\"'.format(x) for x in self._columns])\n query = 'SELECT {} FROM \"{}\"'.format(columns, self._table)\n filter_params = []\n if self._filters:\n filter_sql, filter_params = filter_postgis(self._filters)\n query += ' WHERE {}'.format(filter_sql)\n query += ';'\n return str(text(query)), filter_params\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n <function token>\n <assignment token>\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n\n def _getdbname(self):\n return self._dbname\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n <assignment token>\n <function token>\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n <function token>\n <assignment token>\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n\n def _getepsg(self):\n return self._epsg\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n <assignment token>\n <function token>\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n <function token>\n <assignment token>\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n\n def _getengine(self):\n return self._engine\n <assignment token>\n <function token>\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n <function token>\n <assignment token>\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n <function token>\n <assignment token>\n <function token>\n\n def get_engine(self, connection_string):\n \"\"\"\n Create and return a SQLAlchemy engine object\n\n :param connection_string: Database connection string\n :return: SQLAlchemy Engine object\n \"\"\"\n if connection_string not in sqlengines:\n sqlengines[connection_string] = create_engine(self.\n get_connection_string())\n return sqlengines[connection_string]\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n <function token>\n <assignment token>\n\n def _sethostname(self, hostname):\n self._hostname = hostname\n\n def _gethostname(self):\n return self._hostname\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n <function token>\n <assignment token>\n <function token>\n <function token>\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n\n def _settable(self, table):\n self._table = table\n <function token>\n <assignment token>\n <function token>\n\n def _gethostname(self):\n return self._hostname\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n <function token>\n <assignment token>\n <function token>\n <function token>\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n <function token>\n <function token>\n <assignment token>\n <function token>\n\n def _gethostname(self):\n return self._hostname\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n <function token>\n <assignment token>\n <function token>\n <function token>\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n\n def _setuser(self, user):\n self._user = user\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n <function token>\n <assignment token>\n <function token>\n <function token>\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n\n def _setepsg(self, epsg):\n self._epsg = epsg\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n <function token>\n <assignment token>\n <function token>\n <function token>\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n\n def _setgeom_column(self, geom_column):\n self._geom_column = geom_column\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n <function token>\n <assignment token>\n <function token>\n <function token>\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setpassword(self, password):\n self._password = password\n\n def _getpassword(self):\n return self._password\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n <function token>\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n <function token>\n <assignment token>\n <function token>\n <function token>\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n\n def _getpassword(self):\n return self._password\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n <function token>\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n <function token>\n <assignment token>\n <function token>\n <function token>\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n\n def get_geometry_type(self):\n \"\"\"\n Get the geometry type of the data\n\n :return: Geometry type\n \"\"\"\n return self._geometry_type\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n\n def _getpassword(self):\n return self._password\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n <function token>\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n\n def _setengine(self, engine):\n self._engine = engine\n <function token>\n <assignment token>\n <function token>\n <function token>\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n\n def _getpassword(self):\n return self._password\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n <function token>\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n\n def verify(self):\n \"\"\"\n Make sure that all PostgisIO columns exist in the actual table\n \"\"\"\n for col in self._columns:\n if col not in self._table_obj.columns.keys():\n raise GaiaException('{} column not found in {}'.format(col,\n self._table_obj))\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n\n def _getpassword(self):\n return self._password\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n <function token>\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n\n def __init__(self, reader=None, **kwargs):\n super(PostgisDataObject, self).__init__(**kwargs)\n self._reader = reader\n self._table = None\n self._hostname = None\n self._dbname = None\n self._user = None\n self._password = None\n self._columns = []\n self._filters = None\n self._geom_column = 'the_geom'\n self._epsg = None\n self._meta = None\n self._table_obj = None\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n <function token>\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n <function token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n <function token>\n\n def _getgeom_column(self):\n return self._geom_column\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n <function token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n\n def get_table_info(self):\n \"\"\"\n Use SQLALchemy reflection to gather data on the table, including the\n geometry column, geometry type, and EPSG code, and assign to the\n PostgisIO object's attributes.\n \"\"\"\n epsg = None\n meta = MetaData()\n table_obj = Table(self._table, meta, autoload=True, autoload_with=\n self._engine)\n if not self._columns:\n self._columns = table_obj.columns.keys()\n geo_cols = [(col.name, col.type) for col in table_obj.columns if\n hasattr(col.type, 'srid')]\n if geo_cols:\n geo_col = geo_cols[0]\n self._geom_column = geo_col[0]\n geo_obj = geo_col[1]\n if self._geom_column not in self._columns:\n self._columns.append(self._geom_column)\n if hasattr(geo_obj, 'srid'):\n epsg = geo_obj.srid\n if epsg == -1:\n epsg = 4326\n if hasattr(geo_obj, 'geometry_type'):\n self._geometry_type = geo_obj.geometry_type\n self._epsg = epsg\n self._table_obj = table_obj\n self._meta = meta\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n <function token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setfilters(self, filters):\n self._filters = filters\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n <function token>\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n <function token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n\n def _getfilters(self):\n return self._filters\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n <function token>\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n <function token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n\n def _setdbname(self, dbname):\n self._dbname = dbname\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n <function token>\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n <function token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n\n def get_epsg(self):\n \"\"\"\n Get the EPSG code of the data\n\n :return: EPSG code\n \"\"\"\n return self._epsg\n <function token>\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n <function token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n\n def get_connection_string(self):\n \"\"\"\n Get connection string based on host, dbname, username, password\n\n :return: Postgres connection string for SQLAlchemy\n \"\"\"\n auth = ''\n if self._user:\n auth = self._user\n if self._password:\n auth = auth + ':' + self._password\n if auth:\n auth += '@'\n conn_string = 'postgresql://{auth}{host}/{dbname}'.format(auth=auth,\n host=self._hostname, dbname=self._dbname)\n return conn_string\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n\n\nclass PostgisDataObject(GaiaDataObject):\n <function token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n", "<import token>\n<code token>\n<import token>\n<class token>\n<class token>\n<class token>\n" ]

[ "lista = []\npar = []\nimpar = []\nwhile True:\n n = int(input('Digite um valor:'))\n lista.append(n)\n p = str(input('Quer continuar?: [S/N]')).strip().upper()[0]\n while p not in 'NS':\n p = str(input('Quer continuar?: [S/N]')).strip().upper()[0]\n if p == 'N':\n break\nfor n in lista:\n if n % 2 == 0:\n par.append(n)\n if n % 2 != 0:\n impar.append(n)\nprint(f'Os valores digitados foram {lista}')\nprint(f'Os valores pares digitados foram {par}')\nprint(f'Os valores impares digitados foram {impar}')\n", "<assignment token>\nwhile True:\n n = int(input('Digite um valor:'))\n lista.append(n)\n p = str(input('Quer continuar?: [S/N]')).strip().upper()[0]\n while p not in 'NS':\n p = str(input('Quer continuar?: [S/N]')).strip().upper()[0]\n if p == 'N':\n break\nfor n in lista:\n if n % 2 == 0:\n par.append(n)\n if n % 2 != 0:\n impar.append(n)\nprint(f'Os valores digitados foram {lista}')\nprint(f'Os valores pares digitados foram {par}')\nprint(f'Os valores impares digitados foram {impar}')\n", "<assignment token>\n<code token>\n" ]

[ "\n# Useful name for output columns\nNUM_VEHICLE = \"number_vehilce\"\nTOTAL_DISTANCE = \"total_distance\"\nDIST_PER_VEHICLE = \"dist_per_vehi\"\nINPUT_FILE = \"input_file\"\nSTOPS_PER_VEHICLE = \"stops_per_vehicle\"\nALL_STOPS_ID = \"all_stops_ID\"\n\nCLUSTERING_METHOD = \"clustering_method\"\n\nCAPACITY_CST = \"capacity_cst\"\nTIME_CST = \"time_cst\"\n\n\n\n# Usefule names for features\nDEMAND = \"demand\"\nNB_STOPS = \"number_stops\"\nNB_STOPS_BEFORE = \"number_stops_due_\"\nDISTANCE = \"distance\"\nDEPOT = \"depot\"\nOVERALP = \"overlap\"\nDIAMETER = \"diameter\"\nDENSE = \"dense\"\nSPARSE = \"sparse\"\nTSP = \"TSP\"\n\n\n", "NUM_VEHICLE = 'number_vehilce'\nTOTAL_DISTANCE = 'total_distance'\nDIST_PER_VEHICLE = 'dist_per_vehi'\nINPUT_FILE = 'input_file'\nSTOPS_PER_VEHICLE = 'stops_per_vehicle'\nALL_STOPS_ID = 'all_stops_ID'\nCLUSTERING_METHOD = 'clustering_method'\nCAPACITY_CST = 'capacity_cst'\nTIME_CST = 'time_cst'\nDEMAND = 'demand'\nNB_STOPS = 'number_stops'\nNB_STOPS_BEFORE = 'number_stops_due_'\nDISTANCE = 'distance'\nDEPOT = 'depot'\nOVERALP = 'overlap'\nDIAMETER = 'diameter'\nDENSE = 'dense'\nSPARSE = 'sparse'\nTSP = 'TSP'\n", "<assignment token>\n" ]

[ "import logging\nimport sys\n\nfrom rtree import index\n\nfrom api.models import Address, Building\nfrom commands.util import Timer\n\nEPSILON = 0.000001\n\nlogger = logging.Logger(__name__)\nlogging.basicConfig(stream=sys.stdout, level=logging.INFO)\n\ndef generate_buildings(region):\n for b in Building.all(region):\n minx, miny, maxx, maxy = b.bbox\n yield (b.idx, (minx, miny, maxx, maxy), b)\n\ndef generate_addresses(region):\n for a in Address.all(region):\n minx, miny = a.center\n yield(a.idx, (minx, miny, minx + EPSILON, miny + EPSILON), a)\n\nif __name__ == \"__main__\":\n region = sys.argv[1]\n with Timer(\"Generating index from buildings\"):\n b_rtree = index.Index(f\"buildings_{region}_rtree\", generate_buildings(region))\n with Timer(\"Generating index from addresses\"):\n a_rtree = index.Index(f\"addresses_{region}_rtree\", generate_addresses(region))\n", "import logging\nimport sys\nfrom rtree import index\nfrom api.models import Address, Building\nfrom commands.util import Timer\nEPSILON = 1e-06\nlogger = logging.Logger(__name__)\nlogging.basicConfig(stream=sys.stdout, level=logging.INFO)\n\n\ndef generate_buildings(region):\n for b in Building.all(region):\n minx, miny, maxx, maxy = b.bbox\n yield b.idx, (minx, miny, maxx, maxy), b\n\n\ndef generate_addresses(region):\n for a in Address.all(region):\n minx, miny = a.center\n yield a.idx, (minx, miny, minx + EPSILON, miny + EPSILON), a\n\n\nif __name__ == '__main__':\n region = sys.argv[1]\n with Timer('Generating index from buildings'):\n b_rtree = index.Index(f'buildings_{region}_rtree',\n generate_buildings(region))\n with Timer('Generating index from addresses'):\n a_rtree = index.Index(f'addresses_{region}_rtree',\n generate_addresses(region))\n", "<import token>\nEPSILON = 1e-06\nlogger = logging.Logger(__name__)\nlogging.basicConfig(stream=sys.stdout, level=logging.INFO)\n\n\ndef generate_buildings(region):\n for b in Building.all(region):\n minx, miny, maxx, maxy = b.bbox\n yield b.idx, (minx, miny, maxx, maxy), b\n\n\ndef generate_addresses(region):\n for a in Address.all(region):\n minx, miny = a.center\n yield a.idx, (minx, miny, minx + EPSILON, miny + EPSILON), a\n\n\nif __name__ == '__main__':\n region = sys.argv[1]\n with Timer('Generating index from buildings'):\n b_rtree = index.Index(f'buildings_{region}_rtree',\n generate_buildings(region))\n with Timer('Generating index from addresses'):\n a_rtree = index.Index(f'addresses_{region}_rtree',\n generate_addresses(region))\n", "<import token>\n<assignment token>\nlogging.basicConfig(stream=sys.stdout, level=logging.INFO)\n\n\ndef generate_buildings(region):\n for b in Building.all(region):\n minx, miny, maxx, maxy = b.bbox\n yield b.idx, (minx, miny, maxx, maxy), b\n\n\ndef generate_addresses(region):\n for a in Address.all(region):\n minx, miny = a.center\n yield a.idx, (minx, miny, minx + EPSILON, miny + EPSILON), a\n\n\nif __name__ == '__main__':\n region = sys.argv[1]\n with Timer('Generating index from buildings'):\n b_rtree = index.Index(f'buildings_{region}_rtree',\n generate_buildings(region))\n with Timer('Generating index from addresses'):\n a_rtree = index.Index(f'addresses_{region}_rtree',\n generate_addresses(region))\n", "<import token>\n<assignment token>\n<code token>\n\n\ndef generate_buildings(region):\n for b in Building.all(region):\n minx, miny, maxx, maxy = b.bbox\n yield b.idx, (minx, miny, maxx, maxy), b\n\n\ndef generate_addresses(region):\n for a in Address.all(region):\n minx, miny = a.center\n yield a.idx, (minx, miny, minx + EPSILON, miny + EPSILON), a\n\n\n<code token>\n", "<import token>\n<assignment token>\n<code token>\n\n\ndef generate_buildings(region):\n for b in Building.all(region):\n minx, miny, maxx, maxy = b.bbox\n yield b.idx, (minx, miny, maxx, maxy), b\n\n\n<function token>\n<code token>\n", "<import token>\n<assignment token>\n<code token>\n<function token>\n<function token>\n<code token>\n" ]

[ "#!/usr/bin/python3\n# test_square.py\n# Carlos Barros <[email protected]>\n\"\"\"Defines unittests for square.py.\"\"\"\nimport unittest\nimport io\nimport sys\nfrom models.base import Base\nfrom models.rectangle import Rectangle\nfrom models.square import Square\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square class.\"\"\"\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n\n def test_one_line(self):\n self.assertEqual(4, Square(1, 2, 6, 4).id)\n\n def test_id_str(self):\n self.assertEqual(\"Holberton\", Square(1, 2, 6, \"Holberton\").id)\n\n def test_size_getter(self):\n self.assertEqual(6, Square(6, 2, 3, 9).size)\n\n def test_size_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(size=43)\n self.assertEqual(43, s.size)\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n\n def test_y_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57)\n self.assertEqual(57, s.y)\n\n def test_zero_x_y(self):\n s = Square(1)\n self.assertTrue(s.y == 0 and s.x == 0)\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and\n s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and\n s.y == 57 and s.size == 76)\n\n def test_none_size(self):\n with self.assertRaises(TypeError):\n Square(None, 2)\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, \"Hello\", 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, \"Holberton\")\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square(\"Hello\", 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, \"Betty\", 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, \"Betty\", 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, \"width must be an integer\"):\n Square(\"invalid size\", \"invalid x\")\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, \"width must be an integer\"):\n Square(\"invalid size\", 1, \"invalid y\")\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, \"x must be an integer\"):\n Square(1, \"invalid x\", \"invalid y\")\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, \"Holberton\")\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == \"print\":\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, \"print\")\n correct = \"[Square] ({}) 0/0 - 4\\n\".format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = \"[Square] ({}) 43/0 - 5\".format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = \"[Square] ({}) 4/22 - 7\".format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual(\"[Square] (19) 88/4 - 2\", str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual(\"[Square] ([4]) 8/10 - 15\", str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n # Test display method\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, \"display\")\n self.assertEqual(\" ##\\n ##\\n\", capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, \"display\")\n self.assertEqual(\" ####\\n ####\\n ####\\n ####\\n\", capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, \"display\")\n display = \"\\n####\\n####\\n####\\n####\\n\"\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, \"display\")\n display = \"\\n\\n ##\\n ##\\n\"\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual(\"[Square] (10) 10/10 - 10\", str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual(\"[Square] (13) 10/10 - 10\", str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual(\"[Square] (10) 13/10 - 10\", str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual(\"[Square] (5) 10/53 - 10\", str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(\"[Square] (89) 10/10 - 2\", str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual(\"[Square] (89) 3/10 - 2\", str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual(\"[Square] (89) 3/4 - 2\", str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual(\"[Square] (89) 3/4 - 2\", str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = \"[Square] ({}) 10/10 - 10\".format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = \"[Square] ({}) 5/10 - 4\".format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual(\"[Square] (4) 2/89 - 3\", str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, \"width must be an integer\"):\n s.update(89, \"invalid\")\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, \"width must be > 0\"):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, \"width must be > 0\"):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, \"x must be an integer\"):\n s.update(89, 1, \"invalid\")\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, \"x must be >= 0\"):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, \"y must be an integer\"):\n s.update(89, 1, 2, \"invalid\")\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, \"y must be >= 0\"):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, \"width must be an integer\"):\n s.update(89, \"invalid\", \"invalid\")\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, \"width must be an integer\"):\n s.update(89, \"invalid\", 2, \"invalid\")\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, \"x must be an integer\"):\n s.update(89, 1, \"invalid\", \"invalid\")\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual(\"[Square] (1) 10/10 - 10\", str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual(\"[Square] (2) 10/10 - 1\", str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual(\"[Square] (89) 10/1 - 3\", str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual(\"[Square] (89) 1/3 - 4\", str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = \"[Square] ({}) 10/10 - 10\".format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = \"[Square] ({}) 18/10 - 7\".format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual(\"[Square] (89) 15/3 - 2\", str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, \"width must be an integer\"):\n s.update(size=\"invalid\")\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, \"width must be > 0\"):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, \"width must be > 0\"):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, \"x must be an integer\"):\n s.update(x=\"invalid\")\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, \"x must be >= 0\"):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, \"y must be an integer\"):\n s.update(y=\"invalid\")\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\nif __name__ == \"__main__\":\n unittest.main()\n", "<docstring token>\nimport unittest\nimport io\nimport sys\nfrom models.base import Base\nfrom models.rectangle import Rectangle\nfrom models.square import Square\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square class.\"\"\"\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n\n def test_one_line(self):\n self.assertEqual(4, Square(1, 2, 6, 4).id)\n\n def test_id_str(self):\n self.assertEqual('Holberton', Square(1, 2, 6, 'Holberton').id)\n\n def test_size_getter(self):\n self.assertEqual(6, Square(6, 2, 3, 9).size)\n\n def test_size_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(size=43)\n self.assertEqual(43, s.size)\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n\n def test_y_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57)\n self.assertEqual(57, s.y)\n\n def test_zero_x_y(self):\n s = Square(1)\n self.assertTrue(s.y == 0 and s.x == 0)\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n\n def test_none_size(self):\n with self.assertRaises(TypeError):\n Square(None, 2)\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\nif __name__ == '__main__':\n unittest.main()\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square class.\"\"\"\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n\n def test_one_line(self):\n self.assertEqual(4, Square(1, 2, 6, 4).id)\n\n def test_id_str(self):\n self.assertEqual('Holberton', Square(1, 2, 6, 'Holberton').id)\n\n def test_size_getter(self):\n self.assertEqual(6, Square(6, 2, 3, 9).size)\n\n def test_size_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(size=43)\n self.assertEqual(43, s.size)\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n\n def test_y_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57)\n self.assertEqual(57, s.y)\n\n def test_zero_x_y(self):\n s = Square(1)\n self.assertTrue(s.y == 0 and s.x == 0)\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n\n def test_none_size(self):\n with self.assertRaises(TypeError):\n Square(None, 2)\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\nif __name__ == '__main__':\n unittest.main()\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square class.\"\"\"\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n\n def test_one_line(self):\n self.assertEqual(4, Square(1, 2, 6, 4).id)\n\n def test_id_str(self):\n self.assertEqual('Holberton', Square(1, 2, 6, 'Holberton').id)\n\n def test_size_getter(self):\n self.assertEqual(6, Square(6, 2, 3, 9).size)\n\n def test_size_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(size=43)\n self.assertEqual(43, s.size)\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n\n def test_y_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57)\n self.assertEqual(57, s.y)\n\n def test_zero_x_y(self):\n s = Square(1)\n self.assertTrue(s.y == 0 and s.x == 0)\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n\n def test_none_size(self):\n with self.assertRaises(TypeError):\n Square(None, 2)\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n\n def test_one_line(self):\n self.assertEqual(4, Square(1, 2, 6, 4).id)\n\n def test_id_str(self):\n self.assertEqual('Holberton', Square(1, 2, 6, 'Holberton').id)\n\n def test_size_getter(self):\n self.assertEqual(6, Square(6, 2, 3, 9).size)\n\n def test_size_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(size=43)\n self.assertEqual(43, s.size)\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n\n def test_y_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57)\n self.assertEqual(57, s.y)\n\n def test_zero_x_y(self):\n s = Square(1)\n self.assertTrue(s.y == 0 and s.x == 0)\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n\n def test_none_size(self):\n with self.assertRaises(TypeError):\n Square(None, 2)\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n\n def test_one_line(self):\n self.assertEqual(4, Square(1, 2, 6, 4).id)\n\n def test_id_str(self):\n self.assertEqual('Holberton', Square(1, 2, 6, 'Holberton').id)\n\n def test_size_getter(self):\n self.assertEqual(6, Square(6, 2, 3, 9).size)\n <function token>\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n\n def test_y_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57)\n self.assertEqual(57, s.y)\n\n def test_zero_x_y(self):\n s = Square(1)\n self.assertTrue(s.y == 0 and s.x == 0)\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n\n def test_none_size(self):\n with self.assertRaises(TypeError):\n Square(None, 2)\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n\n def test_one_line(self):\n self.assertEqual(4, Square(1, 2, 6, 4).id)\n\n def test_id_str(self):\n self.assertEqual('Holberton', Square(1, 2, 6, 'Holberton').id)\n\n def test_size_getter(self):\n self.assertEqual(6, Square(6, 2, 3, 9).size)\n <function token>\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n\n def test_y_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57)\n self.assertEqual(57, s.y)\n\n def test_zero_x_y(self):\n s = Square(1)\n self.assertTrue(s.y == 0 and s.x == 0)\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n\n def test_one_line(self):\n self.assertEqual(4, Square(1, 2, 6, 4).id)\n\n def test_id_str(self):\n self.assertEqual('Holberton', Square(1, 2, 6, 'Holberton').id)\n\n def test_size_getter(self):\n self.assertEqual(6, Square(6, 2, 3, 9).size)\n <function token>\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1)\n self.assertTrue(s.y == 0 and s.x == 0)\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n\n def test_one_line(self):\n self.assertEqual(4, Square(1, 2, 6, 4).id)\n\n def test_id_str(self):\n self.assertEqual('Holberton', Square(1, 2, 6, 'Holberton').id)\n\n def test_size_getter(self):\n self.assertEqual(6, Square(6, 2, 3, 9).size)\n <function token>\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n\n def test_one_line(self):\n self.assertEqual(4, Square(1, 2, 6, 4).id)\n\n def test_id_str(self):\n self.assertEqual('Holberton', Square(1, 2, 6, 'Holberton').id)\n <function token>\n <function token>\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n\n def test_one_line(self):\n self.assertEqual(4, Square(1, 2, 6, 4).id)\n <function token>\n <function token>\n <function token>\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n\n def test_is_base(self):\n self.assertIsInstance(Square(10), Base)\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n\n def test_float_all(self):\n with self.assertRaises(TypeError):\n Square(3.0, 5.0, 4.0, 62.0)\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_is_rectangle(self):\n self.assertIsInstance(Square(4), Rectangle)\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n <function token>\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n\n def test_4_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n s4 = Square(6, 4, 54)\n self.assertEqual(s1.id, s4.id - 3)\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n <function token>\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter(self):\n self.assertEqual(2, Square(6, 2, 3, 9).x)\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n <function token>\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n\n def test_y_getter(self):\n self.assertEqual(3, Square(6, 2, 3, 9).y)\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n <function token>\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n\n def test_3_values(self):\n s1 = Square(1, 2)\n s2 = Square(2, 7)\n s3 = Square(10, 2, 16)\n self.assertEqual(s1.id, s3.id - 2)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n <function token>\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n <function token>\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_no_args(self):\n with self.assertRaises(TypeError):\n Square()\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n <function token>\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n <function token>\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n <function token>\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n\n def test_update_all(self):\n s = Square(6, 2, 3, 9)\n s.update(y=57, id=4, x=79, size=76)\n self.assertTrue(s.x == 79 and s.id == 4 and s.y == 57 and s.size == 76)\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n <function token>\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n <function token>\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n <function token>\n <function token>\n\n def test_y_id(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 'Hello', 5)\n <function token>\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n <function token>\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_six_arg(self):\n with self.assertRaises(TypeError):\n Square(10, 2, 16, 4, 4, 'Holberton')\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n <function token>\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n\n def test_zero_x_y(self):\n s = Square(75, 54, 32, -52)\n self.assertTrue(s.id == -52)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n <function token>\n <function token>\n <function token>\n\n def test_zero_x_y(self):\n s = Square(1, 5, 6, 0)\n self.assertTrue(s.y == 6 and s.x == 5 and s.id == 0 and s.size == 1)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_getter_1(self):\n s = Square(6, 2, 3, 9)\n s.update(x=23)\n self.assertEqual(23, s.x)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n\n\nclass TestSquare_instantiation(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass TestSquare_size(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square size attribute.\"\"\"\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass TestSquare_size(unittest.TestCase):\n <docstring token>\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n\n def test_size_n(self):\n with self.assertRaises(ValueError):\n Square(-75, 52, 53, 543)\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass TestSquare_size(unittest.TestCase):\n <docstring token>\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n\n def test_size_none_2(self):\n with self.assertRaises(TypeError):\n Square(None, 6, 7)\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n <function token>\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass TestSquare_size(unittest.TestCase):\n <docstring token>\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n <function token>\n\n def test_size_float(self):\n with self.assertRaises(TypeError):\n Square(5.0, 32, 63, 554.0)\n <function token>\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass TestSquare_size(unittest.TestCase):\n <docstring token>\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n <function token>\n <function token>\n <function token>\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n\n def test_size_zero(self):\n with self.assertRaises(ValueError):\n Square(0, 52, 53, 543)\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass TestSquare_size(unittest.TestCase):\n <docstring token>\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n <function token>\n <function token>\n <function token>\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n <function token>\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n\n def test_size_complex(self):\n with self.assertRaises(TypeError):\n Square(complex(5), 52, 53, 543)\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass TestSquare_size(unittest.TestCase):\n <docstring token>\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n <function token>\n <function token>\n <function token>\n\n def test_size_string(self):\n with self.assertRaises(TypeError):\n Square('Hello', 52, 53, 543)\n <function token>\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n <function token>\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass TestSquare_size(unittest.TestCase):\n <docstring token>\n\n def test_size_none(self):\n with self.assertRaises(TypeError):\n Square(None)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n <function token>\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass TestSquare_size(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_size_float_inf(self):\n with self.assertRaises(TypeError):\n Square(float('inf'), 52, 53, 543)\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n <function token>\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass TestSquare_size(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_size_float_nan(self):\n with self.assertRaises(TypeError):\n Square(float('nan'), 52, 53, 543)\n <function token>\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n\n\nclass TestSquare_size(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n\n\nclass TestSquare_x(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square x attribute.\"\"\"\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n\n\nclass TestSquare_x(unittest.TestCase):\n <docstring token>\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n\n def test_x_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, float('inf'), 53, 543)\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n\n\nclass TestSquare_x(unittest.TestCase):\n <docstring token>\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n\n def test_x_float(self):\n with self.assertRaises(TypeError):\n Square(5, 32.43, 63)\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n <function token>\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n\n\nclass TestSquare_x(unittest.TestCase):\n <docstring token>\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n <function token>\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n <function token>\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n\n def test_x_complex(self):\n with self.assertRaises(TypeError):\n Square(5, complex(5), 53, 543)\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n\n\nclass TestSquare_x(unittest.TestCase):\n <docstring token>\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n <function token>\n\n def test_x_n(self):\n with self.assertRaises(ValueError):\n Square(75, -52, 53, 543)\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n <function token>\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n <function token>\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n\n\nclass TestSquare_x(unittest.TestCase):\n <docstring token>\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n\n def test_x_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, None, 7)\n <function token>\n <function token>\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n <function token>\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n <function token>\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n\n\nclass TestSquare_x(unittest.TestCase):\n <docstring token>\n\n def test_x_none(self):\n with self.assertRaises(TypeError):\n Square(x=None)\n <function token>\n <function token>\n <function token>\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n <function token>\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n <function token>\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n\n\nclass TestSquare_x(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_string(self):\n with self.assertRaises(TypeError):\n Square(4, 'Betty', 53, 543)\n <function token>\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n <function token>\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n\n\nclass TestSquare_x(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_x_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, float('nan'), 53, 543)\n <function token>\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n\n\nclass TestSquare_x(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_y(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square y attribute.\"\"\"\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_y(unittest.TestCase):\n <docstring token>\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n\n def test_y_n(self):\n with self.assertRaises(ValueError):\n Square(75, 54, -52, 543)\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_y(unittest.TestCase):\n <docstring token>\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n <function token>\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n\n def test_y_complex(self):\n with self.assertRaises(TypeError):\n Square(5, 75, complex(5), 543)\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_y(unittest.TestCase):\n <docstring token>\n\n def test_y_none(self):\n with self.assertRaises(TypeError):\n Square(y=None)\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n <function token>\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n <function token>\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_y(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n <function token>\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n\n def test_y_float_inf(self):\n with self.assertRaises(TypeError):\n Square(4, 36, float('inf'), 543)\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n <function token>\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_y(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n <function token>\n\n def test_y_string(self):\n with self.assertRaises(TypeError):\n Square(4, 6, 'Betty', 543)\n <function token>\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n <function token>\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_y(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n <function token>\n <function token>\n <function token>\n\n def test_y_float_nan(self):\n with self.assertRaises(TypeError):\n Square(97, 51, float('nan'), 543)\n <function token>\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_y(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_y_none_2(self):\n with self.assertRaises(TypeError):\n Square(4, 5, None, 7)\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_y(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_y_float(self):\n with self.assertRaises(TypeError):\n Square(5, 4, 32.43, 4)\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_y(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_id(unittest.TestCase):\n \"\"\"Unittests for testing instantiation of the Square id attribute.\"\"\"\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_id(unittest.TestCase):\n <docstring token>\n\n def test_id_none(self):\n with self.assertRaises(TypeError):\n Square(id=None)\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_id(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n\n def test_id_float_inf(self):\n s = Square(4, 36, 434, float('inf'))\n self.assertEqual(float('inf'), s.id)\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_id(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n <function token>\n\n def test_id_complex(self):\n s = Square(5, 75, 434, complex(5))\n self.assertEqual(complex(5), s.id)\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_id(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_id_float(self):\n s = Square(5, 4, 5, 32.43)\n self.assertEqual(32.43, s.id)\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n <function token>\n <function token>\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_id(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_id_n(self):\n s = Square(75, 54, 32, -52)\n self.assertEqual(-52, s.id)\n <function token>\n <function token>\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_id(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n \"\"\"Unittests for testing order of Square attribute initialization.\"\"\"\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n <docstring token>\n\n def test_size_before_x(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 'invalid x')\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_size_before_y(self):\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n Square('invalid size', 1, 'invalid y')\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_x_before_y(self):\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n Square(1, 'invalid x', 'invalid y')\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_order_of_initialization(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_area(unittest.TestCase):\n \"\"\"Unittests for testing the area method of the Square class.\"\"\"\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_area(unittest.TestCase):\n <docstring token>\n\n def test_area_small(self):\n self.assertEqual(100, Square(10, 0, 0, 1).area())\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_area(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n\n def test_area_one_complex_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1, complex(5))\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_area(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n\n def test_area_changed_number_n(self):\n s = Square(2, 0, 0, 1)\n with self.assertRaises(TypeError):\n s.area(None, 5)\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n <function token>\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_area(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n\n def test_area_changed_attributes(self):\n s = Square(2, 0, 0, 1)\n s.size = 7\n self.assertEqual(49, s.area())\n <function token>\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n <function token>\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_area(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n <function token>\n <function token>\n\n def test_area_one_arg(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(1)\n <function token>\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_area(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_area_large(self):\n s = Square(999999999999999999, 0, 0, 1)\n self.assertEqual(999999999999999998000000000000000001, s.area())\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_area(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(4, 'Holberton')\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_area(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_area_one_complex_arg_2(self):\n s = Square(2, 10, 1, 1)\n with self.assertRaises(TypeError):\n s.area(complex(41), 5)\n <function token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_area(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n \"\"\"Unittests for testing __str__ and display methods of Square class.\"\"\"\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n\n def test_changed_attributes(self):\n s = Square(7, 5, 34, [4])\n s.size = 15\n s.x = 8\n s.y = 10\n self.assertEqual('[Square] ([4]) 8/10 - 15', str(s))\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n\n @staticmethod\n def capture_stdout(sq, method):\n \"\"\"Captures and returns text printed to stdout.\n Args:\n sq (Square): The Square ot print to stdout.\n method (str): The method to run on sq.\n Returns:\n The text printed to stdout by calling method on sq.\n \"\"\"\n capture = io.StringIO()\n sys.stdout = capture\n if method == 'print':\n print(sq)\n else:\n sq.display()\n sys.stdout = sys.__stdout__\n return capture\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n <function token>\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n\n def test_size_x(self):\n s = Square(5, 43)\n correct = '[Square] ({}) 43/0 - 5'.format(s.id)\n self.assertEqual(correct, s.__str__())\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n <function token>\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n <function token>\n\n def test_size_x_y(self):\n s = Square(7, 4, 22)\n correct = '[Square] ({}) 4/22 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n <function token>\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_print_size(self):\n s = Square(4)\n capture = TestSquare_stdout.capture_stdout(s, 'print')\n correct = '[Square] ({}) 0/0 - 4\\n'.format(s.id)\n self.assertEqual(correct, capture.getvalue())\n <function token>\n <function token>\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n <function token>\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n <function token>\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n\n def test_display_size(self):\n s = Square(2, 2, 0, 53)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ##\\n ##\\n', capture.getvalue())\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n <function token>\n\n def test_str_method_one_arg(self):\n s = Square(1, 2, 3, 4)\n with self.assertRaises(TypeError):\n s.__str__(1)\n <function token>\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_size_x_y_id(self):\n s = Square(2, 88, 4, 19)\n self.assertEqual('[Square] (19) 88/4 - 2', str(s))\n <function token>\n <function token>\n <function token>\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_size_x_y(self):\n s = Square(2, 3, 2, 1)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n\\n ##\\n ##\\n'\n self.assertEqual(display, capture.getvalue())\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n <function token>\n\n def test_display_one_arg(self):\n s = Square(3, 4, 5, 2)\n with self.assertRaises(TypeError):\n s.display(1)\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n\n def test_display_size_y(self):\n s = Square(4, 0, 1, 12)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n display = '\\n####\\n####\\n####\\n####\\n'\n self.assertEqual(display, capture.getvalue())\n <function token>\n <function token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_display_size_x(self):\n s = Square(4, 1, 0, 18)\n capture = TestSquare_stdout.capture_stdout(s, 'display')\n self.assertEqual(' ####\\n ####\\n ####\\n ####\\n', capture.getvalue())\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_stdout(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n \"\"\"Unittests for testing update args method of the Square class.\"\"\"\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n\n def test_update_args_none_id(self):\n s = Square(10, 10, 10, 10)\n s.update(None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_args_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n s.update(4, 3, 2, 89)\n self.assertEqual('[Square] (4) 2/89 - 3', str(s))\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n\n def test_update_args_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, -4)\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n <function token>\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n\n def test_update_args_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(98, 1, -4)\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n\n def test_update_args_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(89, 0)\n <function token>\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n\n def test_update_args_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n <function token>\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n\n def test_update_args_x_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid', 'invalid')\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n <function token>\n\n def test_update_args_more_than_four(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3, 4, 5)\n self.assertEqual('[Square] (89) 3/4 - 2', str(s))\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n <function token>\n <function token>\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n\n def test_update_args_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(89, 1, 'invalid')\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n\n def test_update_args_three(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2, 3)\n self.assertEqual('[Square] (89) 3/10 - 2', str(s))\n <function token>\n <function token>\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n\n def test_update_args_zero(self):\n s = Square(10, 10, 10, 10)\n s.update()\n self.assertEqual('[Square] (10) 10/10 - 10', str(s))\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n <function token>\n <function token>\n <function token>\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n <function token>\n <function token>\n <function token>\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n\n def test_update_args_size_before_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 2, 'invalid')\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n <function token>\n <function token>\n <function token>\n\n def test_update_args_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.width)\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual(2, s.height)\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n\n def test_update_args_y_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'y must be >= 0'):\n s.update(98, 1, 2, -4)\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(89, 1, 2, 'invalid')\n <function token>\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_update_one_arg(self):\n s = Square(10, 10, 10, 10)\n s.update(13)\n self.assertEqual('[Square] (13) 10/10 - 10', str(s))\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n\n def test_update_args_two(self):\n s = Square(10, 10, 10, 10)\n s.update(89, 2)\n self.assertEqual('[Square] (89) 10/10 - 2', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_update_x_arg(self):\n s = Square(10, 3, 10, 10)\n s.update(x=13)\n self.assertEqual('[Square] (10) 13/10 - 10', str(s))\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n\n def test_update_args_invalid_size_type(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(None, 4, 5)\n correct = '[Square] ({}) 5/10 - 4'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_args_size_before_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(89, 'invalid', 'invalid')\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n\n def test_update_y_arg(self):\n s = Square(10, 10, 3, 4)\n s.update(13)\n s.y = 53\n s.update(5)\n self.assertEqual('[Square] (5) 10/53 - 10', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_args(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n \"\"\"Unittests for testing update kwargs method of Square class.\"\"\"\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n\n def test_update_kwargs_invalid_x(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'x must be an integer'):\n s.update(x='invalid')\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n\n def test_update_kwargs_size_zero(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=0)\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n <function token>\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n\n def test_update_kwargs_one(self):\n s = Square(10, 10, 10, 10)\n s.update(id=1)\n self.assertEqual('[Square] (1) 10/10 - 10', str(s))\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n <function token>\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n <function token>\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n\n def test_update_kwargs_height_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=9)\n self.assertEqual(9, s.height)\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n <function token>\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n <function token>\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n\n def test_update_kwargs_width_setter(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, size=8)\n self.assertEqual(8, s.width)\n <function token>\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n <function token>\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n <function token>\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n <function token>\n <function token>\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n <function token>\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n <function token>\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n\n def test_update_kwargs_invalid_y(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'y must be an integer'):\n s.update(y='invalid')\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_update_kwargs_two(self):\n s = Square(10, 10, 10, 10)\n s.update(size=1, id=2)\n self.assertEqual('[Square] (2) 10/10 - 1', str(s))\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n <function token>\n <function token>\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n <function token>\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n <function token>\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n <function token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n <function token>\n <function token>\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n <function token>\n\n def test_update_kwargs_size_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'width must be > 0'):\n s.update(size=-3)\n <function token>\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n <function token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n <function token>\n <function token>\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n <function token>\n <function token>\n <function token>\n\n def test_update_kwargs_x_negative(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(ValueError, 'x must be >= 0'):\n s.update(x=-5)\n <function token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n <function token>\n <function token>\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n\n def test_update_kwargs_invalid_size(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaisesRegex(TypeError, 'width must be an integer'):\n s.update(size='invalid')\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n\n def test_update_kwargs_four(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1, y=3, size=4)\n self.assertEqual('[Square] (89) 1/3 - 4', str(s))\n <function token>\n <function token>\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n <function token>\n <function token>\n <function token>\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_twice(self):\n s = Square(10, 10, 10, 10)\n s.update(id=89, x=1)\n s.update(y=3, x=15, size=2)\n self.assertEqual('[Square] (89) 15/3 - 2', str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n\n def test_update_kwargs_three(self):\n s = Square(10, 10, 10, 10)\n s.update(y=1, size=3, id=89)\n self.assertEqual('[Square] (89) 10/1 - 3', str(s))\n <function token>\n <function token>\n <function token>\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_kwargs_None_id(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None)\n correct = '[Square] ({}) 10/10 - 10'.format(s.id)\n self.assertEqual(correct, str(s))\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n def test_update_kwargs_None_id_and_more(self):\n s = Square(10, 10, 10, 10)\n s.update(id=None, size=7, x=18)\n correct = '[Square] ({}) 18/10 - 7'.format(s.id)\n self.assertEqual(correct, str(s))\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_update_kwargs(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n <function token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n \"\"\"Unittests for testing to_dictionary method of the Square class.\"\"\"\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n <docstring token>\n\n def test_to_dictionary_output(self):\n s = Square(10, 2, 1, 1)\n correct = {'id': 1, 'x': 2, 'size': 10, 'y': 1}\n self.assertDictEqual(correct, s.to_dictionary())\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n\n def test_to_dictionary_arg(self):\n s = Square(10, 10, 10, 10)\n with self.assertRaises(TypeError):\n s.to_dictionary(1)\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n <docstring token>\n <function token>\n\n def test_to_dictionary_no_object_changes(self):\n s1 = Square(10, 2, 1, 2)\n s2 = Square(1, 2, 10)\n s2.update(**s1.to_dictionary())\n self.assertNotEqual(s1, s2)\n <function token>\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n\n\nclass TestSquare_to_dictionary(unittest.TestCase):\n <docstring token>\n <function token>\n <function token>\n <function token>\n\n\n<code token>\n", "<docstring token>\n<import token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<class token>\n<code token>\n" ]

[ "import pandas as pd\n\na = [1, 7, 2]\n\n# Modificando o Index na matriz\nmyVar = pd.Series(a, index = ['x', 'y', 'z'])\n\nprint(myVar)", "import pandas as pd\na = [1, 7, 2]\nmyVar = pd.Series(a, index=['x', 'y', 'z'])\nprint(myVar)\n", "<import token>\na = [1, 7, 2]\nmyVar = pd.Series(a, index=['x', 'y', 'z'])\nprint(myVar)\n", "<import token>\n<assignment token>\nprint(myVar)\n", "<import token>\n<assignment token>\n<code token>\n" ]

[ "##########################################################################\n#################### This class is for evaluating a trained model ######\n##########################################################################\n\n# import libraries\nimport numpy as np\nimport pandas as pd\nimport os\nfrom sklearn.metrics import confusion_matrix, roc_curve, auc, mean_absolute_error, mean_squared_error, classification_report, accuracy_score\nfrom utils.data_manager import DataManager\nfrom utils.plot_data import PlotData\nfrom keras.models import model_from_json\nfrom keras import backend as K\nK.set_image_dim_ordering('tf')\n\n# Model type\nmodel_type = 'wow_128_10'\n\n# Images width, height, channels\nimg_height = 128\nimg_width = 128\n# number of test samples in the dataset\nnum_of_test_samples = 800\n\n# for confusion matrix plotting\ncm_plot_labels = ['cover', 'stego']\n\n# test dataset\nmodel_test_dataset = 'dataset_' + model_type\n\n# path to saved model files\nsaved_model_weights_path = './trained_for_pred/' + \\\n model_type + '/model/Best-weights.h5'\nsaved_model_arch_path = './trained_for_pred/' + \\\n model_type + '/model/scratch_model.json'\ntest_data_dir = './datasets/' + model_test_dataset + '/test'\n\n# paths to save outputs\nsave_plt_cm = './trained_for_pred/' + model_type + '/stats/scratch_model_cm.png'\nsave_plt_normalized_cm = './trained_for_pred/' + \\\n model_type + '/stats/scratch_model_norm_cm.png'\nsave_plt_roc = './trained_for_pred/' + \\\n model_type + '/stats/scratch_model_roc.png'\nsave_eval_report = './trained_for_pred/' + \\\n model_type + '/stats/eval_report.txt'\n\ntrain_log_data_path = './trained_for_pred/' + \\\n model_type + '/model/log/model_train.csv'\n\nsave_plt_accuracy = './trained_for_pred/' + \\\n model_type + '/stats/model_accuracy.png'\n\nsave_plt_loss = './trained_for_pred/' + \\\n model_type + '/stats/model_loss.png'\n\nsave_plt_learning = './trained_for_pred/' + \\\n model_type + '/stats/model_learning.eps'\n# Cost function\nmodel_loss_function = 'binary_crossentropy'\n\n\n# define optimizers\nmodel_optimizer_rmsprop = 'rmsprop'\n\n# model metrics to evaluate training\nmodel_metrics = [\"accuracy\"]\n\n# batch size\nbatch_size = 16\n\n# Load architecture and weights of the model\ndef load_model():\n json_file = open(saved_model_arch_path, 'r')\n loaded_model_json = json_file.read()\n json_file.close()\n loaded_model = model_from_json(loaded_model_json)\n # load weights into new model\n loaded_model.load_weights(saved_model_weights_path)\n return loaded_model\n\n\ndef delete_file(filename):\n if os.path.exists(filename):\n os.remove(filename)\n pass\n\n\ndef main():\n # init DataManager class\n dataManager = DataManager(img_height, img_width)\n # init PlotData class\n plotData = PlotData()\n # load model\n print(\"===================== load model =========================\")\n model = load_model()\n # get test data\n print(\"===================== load data =========================\")\n test_data = dataManager.get_test_data(test_data_dir)\n # start the eval process\n print(\"===================== start eval =========================\")\n y_true = test_data.classes\n # Confution Matrix and Classification Report\n Y_pred = model.predict_generator(test_data, num_of_test_samples // batch_size)\n y_pred = np.argmax(Y_pred, axis=1)\n # plot confusion matrix\n cm = confusion_matrix(y_true, y_pred)\n plotData.plot_confusion_matrix(\n cm, cm_plot_labels, save_plt_cm, title='Confusion Matrix')\n plotData.plot_confusion_matrix(\n cm, cm_plot_labels, save_plt_normalized_cm, normalize=True, title='Normalized Confusion Matrix')\n # Compute ROC curve and ROC area for each class\n roc_auc = plotData.plot_roc(y_true, y_pred, save_plt_roc)\n mae = mean_absolute_error(y_true, y_pred)\n mse = mean_squared_error(y_true, y_pred)\n accuracy = accuracy_score(y_true, y_pred)\n\n print('mean absolute error: ' + str(mae))\n print('mean squared error: ' + str(mse))\n print('Area Under the Curve (AUC): ' + str(roc_auc))\n c_report = classification_report(\n y_true, y_pred, target_names=cm_plot_labels)\n print(c_report)\n delete_file(save_eval_report)\n with open(save_eval_report, 'a') as f:\n f.write('\\n\\n')\n f.write('******************************************************\\n')\n f.write('************** Evalaluation Report ***************\\n')\n f.write('******************************************************\\n')\n f.write('\\n\\n')\n f.write('- Accuracy Score: ' + str(accuracy))\n f.write('\\n\\n')\n\n f.write('- Mean Absolute Error (MAE): ' + str(mae))\n f.write('\\n\\n')\n\n f.write('- Mean Squared Error (MSE): ' + str(mse))\n f.write('\\n\\n')\n\n f.write('- Area Under the Curve (AUC): ' + str(roc_auc))\n f.write('\\n\\n')\n\n f.write('- Confusion Matrix:\\n')\n f.write(str(cm))\n f.write('\\n\\n')\n\n f.write('- Normalized Confusion Matrix:\\n')\n cm = cm.astype('float') / cm.sum(axis=1)[:, np.newaxis]\n f.write(str(cm))\n f.write('\\n\\n')\n\n f.write('- Classification report:\\n')\n f.write(str(c_report))\n\n f.close()\n\n train_validation = ['train', 'validation']\n data = pd.read_csv(train_log_data_path)\n acc = data['acc'].values\n val_acc = data['val_acc'].values\n loss = data['loss'].values\n val_loss = data['val_loss'].values\n\n \n # plot metrics to the stats dir\n plotData.plot_2d(acc, val_acc, 'epoch', 'accuracy',\n 'Model Accuracy', train_validation, save_plt_accuracy)\n plotData.plot_2d(loss, val_loss, 'epoch', 'loss',\n 'Model Loss', train_validation, save_plt_loss)\n plotData.plot_model_bis(data, save_plt_learning)\n \n '''\n # evalute model\n # compile the model\n print(\"==================== compile model ========================\")\n model.compile(loss=model_loss_function, optimizer=model_optimizer_rmsprop, metrics=model_metrics)\n \n \n score = model.evaluate_generator(test_data, num_of_test_samples)\n print('Test Loss:', score[0])\n print('Test accuracy:', score[1])\n '''\n\n\nif __name__ == \"__main__\":\n main()\n", "import numpy as np\nimport pandas as pd\nimport os\nfrom sklearn.metrics import confusion_matrix, roc_curve, auc, mean_absolute_error, mean_squared_error, classification_report, accuracy_score\nfrom utils.data_manager import DataManager\nfrom utils.plot_data import PlotData\nfrom keras.models import model_from_json\nfrom keras import backend as K\nK.set_image_dim_ordering('tf')\nmodel_type = 'wow_128_10'\nimg_height = 128\nimg_width = 128\nnum_of_test_samples = 800\ncm_plot_labels = ['cover', 'stego']\nmodel_test_dataset = 'dataset_' + model_type\nsaved_model_weights_path = ('./trained_for_pred/' + model_type +\n '/model/Best-weights.h5')\nsaved_model_arch_path = ('./trained_for_pred/' + model_type +\n '/model/scratch_model.json')\ntest_data_dir = './datasets/' + model_test_dataset + '/test'\nsave_plt_cm = ('./trained_for_pred/' + model_type +\n '/stats/scratch_model_cm.png')\nsave_plt_normalized_cm = ('./trained_for_pred/' + model_type +\n '/stats/scratch_model_norm_cm.png')\nsave_plt_roc = ('./trained_for_pred/' + model_type +\n '/stats/scratch_model_roc.png')\nsave_eval_report = ('./trained_for_pred/' + model_type +\n '/stats/eval_report.txt')\ntrain_log_data_path = ('./trained_for_pred/' + model_type +\n '/model/log/model_train.csv')\nsave_plt_accuracy = ('./trained_for_pred/' + model_type +\n '/stats/model_accuracy.png')\nsave_plt_loss = './trained_for_pred/' + model_type + '/stats/model_loss.png'\nsave_plt_learning = ('./trained_for_pred/' + model_type +\n '/stats/model_learning.eps')\nmodel_loss_function = 'binary_crossentropy'\nmodel_optimizer_rmsprop = 'rmsprop'\nmodel_metrics = ['accuracy']\nbatch_size = 16\n\n\ndef load_model():\n json_file = open(saved_model_arch_path, 'r')\n loaded_model_json = json_file.read()\n json_file.close()\n loaded_model = model_from_json(loaded_model_json)\n loaded_model.load_weights(saved_model_weights_path)\n return loaded_model\n\n\ndef delete_file(filename):\n if os.path.exists(filename):\n os.remove(filename)\n pass\n\n\ndef main():\n dataManager = DataManager(img_height, img_width)\n plotData = PlotData()\n print('===================== load model =========================')\n model = load_model()\n print('===================== load data =========================')\n test_data = dataManager.get_test_data(test_data_dir)\n print('===================== start eval =========================')\n y_true = test_data.classes\n Y_pred = model.predict_generator(test_data, num_of_test_samples //\n batch_size)\n y_pred = np.argmax(Y_pred, axis=1)\n cm = confusion_matrix(y_true, y_pred)\n plotData.plot_confusion_matrix(cm, cm_plot_labels, save_plt_cm, title=\n 'Confusion Matrix')\n plotData.plot_confusion_matrix(cm, cm_plot_labels,\n save_plt_normalized_cm, normalize=True, title=\n 'Normalized Confusion Matrix')\n roc_auc = plotData.plot_roc(y_true, y_pred, save_plt_roc)\n mae = mean_absolute_error(y_true, y_pred)\n mse = mean_squared_error(y_true, y_pred)\n accuracy = accuracy_score(y_true, y_pred)\n print('mean absolute error: ' + str(mae))\n print('mean squared error: ' + str(mse))\n print('Area Under the Curve (AUC): ' + str(roc_auc))\n c_report = classification_report(y_true, y_pred, target_names=\n cm_plot_labels)\n print(c_report)\n delete_file(save_eval_report)\n with open(save_eval_report, 'a') as f:\n f.write('\\n\\n')\n f.write('******************************************************\\n')\n f.write('************** Evalaluation Report ***************\\n')\n f.write('******************************************************\\n')\n f.write('\\n\\n')\n f.write('- Accuracy Score: ' + str(accuracy))\n f.write('\\n\\n')\n f.write('- Mean Absolute Error (MAE): ' + str(mae))\n f.write('\\n\\n')\n f.write('- Mean Squared Error (MSE): ' + str(mse))\n f.write('\\n\\n')\n f.write('- Area Under the Curve (AUC): ' + str(roc_auc))\n f.write('\\n\\n')\n f.write('- Confusion Matrix:\\n')\n f.write(str(cm))\n f.write('\\n\\n')\n f.write('- Normalized Confusion Matrix:\\n')\n cm = cm.astype('float') / cm.sum(axis=1)[:, np.newaxis]\n f.write(str(cm))\n f.write('\\n\\n')\n f.write('- Classification report:\\n')\n f.write(str(c_report))\n f.close()\n train_validation = ['train', 'validation']\n data = pd.read_csv(train_log_data_path)\n acc = data['acc'].values\n val_acc = data['val_acc'].values\n loss = data['loss'].values\n val_loss = data['val_loss'].values\n plotData.plot_2d(acc, val_acc, 'epoch', 'accuracy', 'Model Accuracy',\n train_validation, save_plt_accuracy)\n plotData.plot_2d(loss, val_loss, 'epoch', 'loss', 'Model Loss',\n train_validation, save_plt_loss)\n plotData.plot_model_bis(data, save_plt_learning)\n \"\"\"\n # evalute model\n # compile the model\n print(\"==================== compile model ========================\")\n model.compile(loss=model_loss_function, optimizer=model_optimizer_rmsprop, metrics=model_metrics)\n \n \n score = model.evaluate_generator(test_data, num_of_test_samples)\n print('Test Loss:', score[0])\n print('Test accuracy:', score[1])\n \"\"\"\n\n\nif __name__ == '__main__':\n main()\n", "<import token>\nK.set_image_dim_ordering('tf')\nmodel_type = 'wow_128_10'\nimg_height = 128\nimg_width = 128\nnum_of_test_samples = 800\ncm_plot_labels = ['cover', 'stego']\nmodel_test_dataset = 'dataset_' + model_type\nsaved_model_weights_path = ('./trained_for_pred/' + model_type +\n '/model/Best-weights.h5')\nsaved_model_arch_path = ('./trained_for_pred/' + model_type +\n '/model/scratch_model.json')\ntest_data_dir = './datasets/' + model_test_dataset + '/test'\nsave_plt_cm = ('./trained_for_pred/' + model_type +\n '/stats/scratch_model_cm.png')\nsave_plt_normalized_cm = ('./trained_for_pred/' + model_type +\n '/stats/scratch_model_norm_cm.png')\nsave_plt_roc = ('./trained_for_pred/' + model_type +\n '/stats/scratch_model_roc.png')\nsave_eval_report = ('./trained_for_pred/' + model_type +\n '/stats/eval_report.txt')\ntrain_log_data_path = ('./trained_for_pred/' + model_type +\n '/model/log/model_train.csv')\nsave_plt_accuracy = ('./trained_for_pred/' + model_type +\n '/stats/model_accuracy.png')\nsave_plt_loss = './trained_for_pred/' + model_type + '/stats/model_loss.png'\nsave_plt_learning = ('./trained_for_pred/' + model_type +\n '/stats/model_learning.eps')\nmodel_loss_function = 'binary_crossentropy'\nmodel_optimizer_rmsprop = 'rmsprop'\nmodel_metrics = ['accuracy']\nbatch_size = 16\n\n\ndef load_model():\n json_file = open(saved_model_arch_path, 'r')\n loaded_model_json = json_file.read()\n json_file.close()\n loaded_model = model_from_json(loaded_model_json)\n loaded_model.load_weights(saved_model_weights_path)\n return loaded_model\n\n\ndef delete_file(filename):\n if os.path.exists(filename):\n os.remove(filename)\n pass\n\n\ndef main():\n dataManager = DataManager(img_height, img_width)\n plotData = PlotData()\n print('===================== load model =========================')\n model = load_model()\n print('===================== load data =========================')\n test_data = dataManager.get_test_data(test_data_dir)\n print('===================== start eval =========================')\n y_true = test_data.classes\n Y_pred = model.predict_generator(test_data, num_of_test_samples //\n batch_size)\n y_pred = np.argmax(Y_pred, axis=1)\n cm = confusion_matrix(y_true, y_pred)\n plotData.plot_confusion_matrix(cm, cm_plot_labels, save_plt_cm, title=\n 'Confusion Matrix')\n plotData.plot_confusion_matrix(cm, cm_plot_labels,\n save_plt_normalized_cm, normalize=True, title=\n 'Normalized Confusion Matrix')\n roc_auc = plotData.plot_roc(y_true, y_pred, save_plt_roc)\n mae = mean_absolute_error(y_true, y_pred)\n mse = mean_squared_error(y_true, y_pred)\n accuracy = accuracy_score(y_true, y_pred)\n print('mean absolute error: ' + str(mae))\n print('mean squared error: ' + str(mse))\n print('Area Under the Curve (AUC): ' + str(roc_auc))\n c_report = classification_report(y_true, y_pred, target_names=\n cm_plot_labels)\n print(c_report)\n delete_file(save_eval_report)\n with open(save_eval_report, 'a') as f:\n f.write('\\n\\n')\n f.write('******************************************************\\n')\n f.write('************** Evalaluation Report ***************\\n')\n f.write('******************************************************\\n')\n f.write('\\n\\n')\n f.write('- Accuracy Score: ' + str(accuracy))\n f.write('\\n\\n')\n f.write('- Mean Absolute Error (MAE): ' + str(mae))\n f.write('\\n\\n')\n f.write('- Mean Squared Error (MSE): ' + str(mse))\n f.write('\\n\\n')\n f.write('- Area Under the Curve (AUC): ' + str(roc_auc))\n f.write('\\n\\n')\n f.write('- Confusion Matrix:\\n')\n f.write(str(cm))\n f.write('\\n\\n')\n f.write('- Normalized Confusion Matrix:\\n')\n cm = cm.astype('float') / cm.sum(axis=1)[:, np.newaxis]\n f.write(str(cm))\n f.write('\\n\\n')\n f.write('- Classification report:\\n')\n f.write(str(c_report))\n f.close()\n train_validation = ['train', 'validation']\n data = pd.read_csv(train_log_data_path)\n acc = data['acc'].values\n val_acc = data['val_acc'].values\n loss = data['loss'].values\n val_loss = data['val_loss'].values\n plotData.plot_2d(acc, val_acc, 'epoch', 'accuracy', 'Model Accuracy',\n train_validation, save_plt_accuracy)\n plotData.plot_2d(loss, val_loss, 'epoch', 'loss', 'Model Loss',\n train_validation, save_plt_loss)\n plotData.plot_model_bis(data, save_plt_learning)\n \"\"\"\n # evalute model\n # compile the model\n print(\"==================== compile model ========================\")\n model.compile(loss=model_loss_function, optimizer=model_optimizer_rmsprop, metrics=model_metrics)\n \n \n score = model.evaluate_generator(test_data, num_of_test_samples)\n print('Test Loss:', score[0])\n print('Test accuracy:', score[1])\n \"\"\"\n\n\nif __name__ == '__main__':\n main()\n", "<import token>\nK.set_image_dim_ordering('tf')\n<assignment token>\n\n\ndef load_model():\n json_file = open(saved_model_arch_path, 'r')\n loaded_model_json = json_file.read()\n json_file.close()\n loaded_model = model_from_json(loaded_model_json)\n loaded_model.load_weights(saved_model_weights_path)\n return loaded_model\n\n\ndef delete_file(filename):\n if os.path.exists(filename):\n os.remove(filename)\n pass\n\n\ndef main():\n dataManager = DataManager(img_height, img_width)\n plotData = PlotData()\n print('===================== load model =========================')\n model = load_model()\n print('===================== load data =========================')\n test_data = dataManager.get_test_data(test_data_dir)\n print('===================== start eval =========================')\n y_true = test_data.classes\n Y_pred = model.predict_generator(test_data, num_of_test_samples //\n batch_size)\n y_pred = np.argmax(Y_pred, axis=1)\n cm = confusion_matrix(y_true, y_pred)\n plotData.plot_confusion_matrix(cm, cm_plot_labels, save_plt_cm, title=\n 'Confusion Matrix')\n plotData.plot_confusion_matrix(cm, cm_plot_labels,\n save_plt_normalized_cm, normalize=True, title=\n 'Normalized Confusion Matrix')\n roc_auc = plotData.plot_roc(y_true, y_pred, save_plt_roc)\n mae = mean_absolute_error(y_true, y_pred)\n mse = mean_squared_error(y_true, y_pred)\n accuracy = accuracy_score(y_true, y_pred)\n print('mean absolute error: ' + str(mae))\n print('mean squared error: ' + str(mse))\n print('Area Under the Curve (AUC): ' + str(roc_auc))\n c_report = classification_report(y_true, y_pred, target_names=\n cm_plot_labels)\n print(c_report)\n delete_file(save_eval_report)\n with open(save_eval_report, 'a') as f:\n f.write('\\n\\n')\n f.write('******************************************************\\n')\n f.write('************** Evalaluation Report ***************\\n')\n f.write('******************************************************\\n')\n f.write('\\n\\n')\n f.write('- Accuracy Score: ' + str(accuracy))\n f.write('\\n\\n')\n f.write('- Mean Absolute Error (MAE): ' + str(mae))\n f.write('\\n\\n')\n f.write('- Mean Squared Error (MSE): ' + str(mse))\n f.write('\\n\\n')\n f.write('- Area Under the Curve (AUC): ' + str(roc_auc))\n f.write('\\n\\n')\n f.write('- Confusion Matrix:\\n')\n f.write(str(cm))\n f.write('\\n\\n')\n f.write('- Normalized Confusion Matrix:\\n')\n cm = cm.astype('float') / cm.sum(axis=1)[:, np.newaxis]\n f.write(str(cm))\n f.write('\\n\\n')\n f.write('- Classification report:\\n')\n f.write(str(c_report))\n f.close()\n train_validation = ['train', 'validation']\n data = pd.read_csv(train_log_data_path)\n acc = data['acc'].values\n val_acc = data['val_acc'].values\n loss = data['loss'].values\n val_loss = data['val_loss'].values\n plotData.plot_2d(acc, val_acc, 'epoch', 'accuracy', 'Model Accuracy',\n train_validation, save_plt_accuracy)\n plotData.plot_2d(loss, val_loss, 'epoch', 'loss', 'Model Loss',\n train_validation, save_plt_loss)\n plotData.plot_model_bis(data, save_plt_learning)\n \"\"\"\n # evalute model\n # compile the model\n print(\"==================== compile model ========================\")\n model.compile(loss=model_loss_function, optimizer=model_optimizer_rmsprop, metrics=model_metrics)\n \n \n score = model.evaluate_generator(test_data, num_of_test_samples)\n print('Test Loss:', score[0])\n print('Test accuracy:', score[1])\n \"\"\"\n\n\nif __name__ == '__main__':\n main()\n", "<import token>\n<code token>\n<assignment token>\n\n\ndef load_model():\n json_file = open(saved_model_arch_path, 'r')\n loaded_model_json = json_file.read()\n json_file.close()\n loaded_model = model_from_json(loaded_model_json)\n loaded_model.load_weights(saved_model_weights_path)\n return loaded_model\n\n\ndef delete_file(filename):\n if os.path.exists(filename):\n os.remove(filename)\n pass\n\n\ndef main():\n dataManager = DataManager(img_height, img_width)\n plotData = PlotData()\n print('===================== load model =========================')\n model = load_model()\n print('===================== load data =========================')\n test_data = dataManager.get_test_data(test_data_dir)\n print('===================== start eval =========================')\n y_true = test_data.classes\n Y_pred = model.predict_generator(test_data, num_of_test_samples //\n batch_size)\n y_pred = np.argmax(Y_pred, axis=1)\n cm = confusion_matrix(y_true, y_pred)\n plotData.plot_confusion_matrix(cm, cm_plot_labels, save_plt_cm, title=\n 'Confusion Matrix')\n plotData.plot_confusion_matrix(cm, cm_plot_labels,\n save_plt_normalized_cm, normalize=True, title=\n 'Normalized Confusion Matrix')\n roc_auc = plotData.plot_roc(y_true, y_pred, save_plt_roc)\n mae = mean_absolute_error(y_true, y_pred)\n mse = mean_squared_error(y_true, y_pred)\n accuracy = accuracy_score(y_true, y_pred)\n print('mean absolute error: ' + str(mae))\n print('mean squared error: ' + str(mse))\n print('Area Under the Curve (AUC): ' + str(roc_auc))\n c_report = classification_report(y_true, y_pred, target_names=\n cm_plot_labels)\n print(c_report)\n delete_file(save_eval_report)\n with open(save_eval_report, 'a') as f:\n f.write('\\n\\n')\n f.write('******************************************************\\n')\n f.write('************** Evalaluation Report ***************\\n')\n f.write('******************************************************\\n')\n f.write('\\n\\n')\n f.write('- Accuracy Score: ' + str(accuracy))\n f.write('\\n\\n')\n f.write('- Mean Absolute Error (MAE): ' + str(mae))\n f.write('\\n\\n')\n f.write('- Mean Squared Error (MSE): ' + str(mse))\n f.write('\\n\\n')\n f.write('- Area Under the Curve (AUC): ' + str(roc_auc))\n f.write('\\n\\n')\n f.write('- Confusion Matrix:\\n')\n f.write(str(cm))\n f.write('\\n\\n')\n f.write('- Normalized Confusion Matrix:\\n')\n cm = cm.astype('float') / cm.sum(axis=1)[:, np.newaxis]\n f.write(str(cm))\n f.write('\\n\\n')\n f.write('- Classification report:\\n')\n f.write(str(c_report))\n f.close()\n train_validation = ['train', 'validation']\n data = pd.read_csv(train_log_data_path)\n acc = data['acc'].values\n val_acc = data['val_acc'].values\n loss = data['loss'].values\n val_loss = data['val_loss'].values\n plotData.plot_2d(acc, val_acc, 'epoch', 'accuracy', 'Model Accuracy',\n train_validation, save_plt_accuracy)\n plotData.plot_2d(loss, val_loss, 'epoch', 'loss', 'Model Loss',\n train_validation, save_plt_loss)\n plotData.plot_model_bis(data, save_plt_learning)\n \"\"\"\n # evalute model\n # compile the model\n print(\"==================== compile model ========================\")\n model.compile(loss=model_loss_function, optimizer=model_optimizer_rmsprop, metrics=model_metrics)\n \n \n score = model.evaluate_generator(test_data, num_of_test_samples)\n print('Test Loss:', score[0])\n print('Test accuracy:', score[1])\n \"\"\"\n\n\n<code token>\n", "<import token>\n<code token>\n<assignment token>\n\n\ndef load_model():\n json_file = open(saved_model_arch_path, 'r')\n loaded_model_json = json_file.read()\n json_file.close()\n loaded_model = model_from_json(loaded_model_json)\n loaded_model.load_weights(saved_model_weights_path)\n return loaded_model\n\n\n<function token>\n\n\ndef main():\n dataManager = DataManager(img_height, img_width)\n plotData = PlotData()\n print('===================== load model =========================')\n model = load_model()\n print('===================== load data =========================')\n test_data = dataManager.get_test_data(test_data_dir)\n print('===================== start eval =========================')\n y_true = test_data.classes\n Y_pred = model.predict_generator(test_data, num_of_test_samples //\n batch_size)\n y_pred = np.argmax(Y_pred, axis=1)\n cm = confusion_matrix(y_true, y_pred)\n plotData.plot_confusion_matrix(cm, cm_plot_labels, save_plt_cm, title=\n 'Confusion Matrix')\n plotData.plot_confusion_matrix(cm, cm_plot_labels,\n save_plt_normalized_cm, normalize=True, title=\n 'Normalized Confusion Matrix')\n roc_auc = plotData.plot_roc(y_true, y_pred, save_plt_roc)\n mae = mean_absolute_error(y_true, y_pred)\n mse = mean_squared_error(y_true, y_pred)\n accuracy = accuracy_score(y_true, y_pred)\n print('mean absolute error: ' + str(mae))\n print('mean squared error: ' + str(mse))\n print('Area Under the Curve (AUC): ' + str(roc_auc))\n c_report = classification_report(y_true, y_pred, target_names=\n cm_plot_labels)\n print(c_report)\n delete_file(save_eval_report)\n with open(save_eval_report, 'a') as f:\n f.write('\\n\\n')\n f.write('******************************************************\\n')\n f.write('************** Evalaluation Report ***************\\n')\n f.write('******************************************************\\n')\n f.write('\\n\\n')\n f.write('- Accuracy Score: ' + str(accuracy))\n f.write('\\n\\n')\n f.write('- Mean Absolute Error (MAE): ' + str(mae))\n f.write('\\n\\n')\n f.write('- Mean Squared Error (MSE): ' + str(mse))\n f.write('\\n\\n')\n f.write('- Area Under the Curve (AUC): ' + str(roc_auc))\n f.write('\\n\\n')\n f.write('- Confusion Matrix:\\n')\n f.write(str(cm))\n f.write('\\n\\n')\n f.write('- Normalized Confusion Matrix:\\n')\n cm = cm.astype('float') / cm.sum(axis=1)[:, np.newaxis]\n f.write(str(cm))\n f.write('\\n\\n')\n f.write('- Classification report:\\n')\n f.write(str(c_report))\n f.close()\n train_validation = ['train', 'validation']\n data = pd.read_csv(train_log_data_path)\n acc = data['acc'].values\n val_acc = data['val_acc'].values\n loss = data['loss'].values\n val_loss = data['val_loss'].values\n plotData.plot_2d(acc, val_acc, 'epoch', 'accuracy', 'Model Accuracy',\n train_validation, save_plt_accuracy)\n plotData.plot_2d(loss, val_loss, 'epoch', 'loss', 'Model Loss',\n train_validation, save_plt_loss)\n plotData.plot_model_bis(data, save_plt_learning)\n \"\"\"\n # evalute model\n # compile the model\n print(\"==================== compile model ========================\")\n model.compile(loss=model_loss_function, optimizer=model_optimizer_rmsprop, metrics=model_metrics)\n \n \n score = model.evaluate_generator(test_data, num_of_test_samples)\n print('Test Loss:', score[0])\n print('Test accuracy:', score[1])\n \"\"\"\n\n\n<code token>\n", "<import token>\n<code token>\n<assignment token>\n\n\ndef load_model():\n json_file = open(saved_model_arch_path, 'r')\n loaded_model_json = json_file.read()\n json_file.close()\n loaded_model = model_from_json(loaded_model_json)\n loaded_model.load_weights(saved_model_weights_path)\n return loaded_model\n\n\n<function token>\n<function token>\n<code token>\n", "<import token>\n<code token>\n<assignment token>\n<function token>\n<function token>\n<function token>\n<code token>\n" ]

[ "\"\"\"Unit tests for reviewboard.reviews.views.DownloadRawDiffView.\"\"\"\nfrom __future__ import unicode_literals\nfrom reviewboard.testing import TestCase\nclass DownloadRawDiffViewTests(TestCase):\n\t\"\"\"Unit tests for reviewboard.reviews.views.DownloadRawDiffView.\"\"\"\n\tfixtures = [\"test_users\", \"test_scmtools\"]\n\tdef test_sends_correct_content_disposition(self):\n\t\t\"\"\"Testing DownloadRawDiffView sends correct Content-Disposition\"\"\"\n\t\treview_request = self.create_review_request(create_repository=True, publish=True)\n\t\tself.create_diffset(review_request=review_request)\n\t\tresponse = self.client.get(\"/r/%d/diff/raw/\" % review_request.pk)\n\t\tself.assertEqual(response.status_code, 200)\n\t\tself.assertEqual(response[\"Content-Disposition\"], \"attachment; filename=diffset\")\n\tdef test_normalize_commas_in_filename(self):\n\t\t\"\"\"Testing DownloadRawDiffView removes commas in filename\"\"\"\n\t\treview_request = self.create_review_request(create_repository=True, publish=True)\n\t\tself.create_diffset(review_request=review_request, name=\"test, comma\")\n\t\tresponse = self.client.get(\"/r/%d/diff/raw/\" % review_request.pk)\n\t\tcontent_disposition = response[\"Content-Disposition\"]\n\t\tfilename = content_disposition[len(\"attachment; filename=\") :]\n\t\tself.assertFalse(\",\" in filename)\n\tdef test_with_commit_history(self):\n\t\t\"\"\"Testing DiffParser.raw_diff with commit history contains only\n cumulative diff\n \"\"\"\n\t\treview_request = self.create_review_request(create_repository=True, publish=True)\n\t\tdiffset = self.create_diffset(review_request=review_request)\n\t\tself.create_diffcommit(diffset=diffset, commit_id=\"r1\", parent_id=\"r0\", diff_contents=(b\"diff --git a/ABC b/ABC\\n\" b\"index 94bdd3e..197009f 100644\\n\" b\"--- ABC\\n\" b\"+++ ABC\\n\" b\"@@ -1,1 +1,1 @@\\n\" b\"-line!\\n\" b\"+line..\\n\"))\n\t\tself.create_diffcommit(diffset=diffset, commit_id=\"r2\", parent_id=\"r1\", diff_contents=(b\"diff --git a/README b/README\\n\" b\"index 94bdd3e..197009f 100644\\n\" b\"--- README\\n\" b\"+++ README\\n\" b\"@@ -1,1 +1,1 @@\\n\" b\"-Hello, world!\\n\" b\"+Hi, world!\\n\"))\n\t\tself.create_diffcommit(diffset=diffset, commit_id=\"r4\", parent_id=\"r3\", diff_contents=(b\"diff --git a/README b/README\\n\" b\"index 197009f..87abad9 100644\\n\" b\"--- README\\n\" b\"+++ README\\n\" b\"@@ -1,1 +1,1 @@\\n\" b\"-Hi, world!\\n\" b\"+Yo, world.\\n\"))\n\t\tcumulative_diff = b\"diff --git a/ABC b/ABC\\n\" b\"index 94bdd3e..197009f 100644\\n\" b\"--- ABC\\n\" b\"+++ ABC\\n\" b\"@@ -1,1 +1,1 @@\\n\" b\"-line!\\n\" b\"+line..\\n\" b\"diff --git a/README b/README\\n\" b\"index 94bdd3e..87abad9 100644\\n\" b\"--- README\\n\" b\"+++ README\\n\" b\"@@ -1,1 +1,1 @@\\n\" b\"-Hello, world!\\n\" b\"+Yo, world.\\n\"\n\t\tdiffset.finalize_commit_series(cumulative_diff=cumulative_diff, validation_info=None, validate=False, save=True)\n\t\tresponse = self.client.get(\"/r/%d/diff/raw/\" % review_request.pk)\n\t\tself.assertEqual(response.content, cumulative_diff)", "<docstring token>\nfrom __future__ import unicode_literals\nfrom reviewboard.testing import TestCase\n\n\nclass DownloadRawDiffViewTests(TestCase):\n \"\"\"Unit tests for reviewboard.reviews.views.DownloadRawDiffView.\"\"\"\n fixtures = ['test_users', 'test_scmtools']\n\n def test_sends_correct_content_disposition(self):\n \"\"\"Testing DownloadRawDiffView sends correct Content-Disposition\"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n self.create_diffset(review_request=review_request)\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response['Content-Disposition'],\n 'attachment; filename=diffset')\n\n def test_normalize_commas_in_filename(self):\n \"\"\"Testing DownloadRawDiffView removes commas in filename\"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n self.create_diffset(review_request=review_request, name='test, comma')\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n content_disposition = response['Content-Disposition']\n filename = content_disposition[len('attachment; filename='):]\n self.assertFalse(',' in filename)\n\n def test_with_commit_history(self):\n \"\"\"Testing DiffParser.raw_diff with commit history contains only\n cumulative diff\n \"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n diffset = self.create_diffset(review_request=review_request)\n self.create_diffcommit(diffset=diffset, commit_id='r1', parent_id=\n 'r0', diff_contents=\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r2', parent_id=\n 'r1', diff_contents=\n b'diff --git a/README b/README\\nindex 94bdd3e..197009f 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Hi, world!\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r4', parent_id=\n 'r3', diff_contents=\n b'diff --git a/README b/README\\nindex 197009f..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hi, world!\\n+Yo, world.\\n'\n )\n cumulative_diff = (\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\ndiff --git a/README b/README\\nindex 94bdd3e..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Yo, world.\\n'\n )\n diffset.finalize_commit_series(cumulative_diff=cumulative_diff,\n validation_info=None, validate=False, save=True)\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n self.assertEqual(response.content, cumulative_diff)\n", "<docstring token>\n<import token>\n\n\nclass DownloadRawDiffViewTests(TestCase):\n \"\"\"Unit tests for reviewboard.reviews.views.DownloadRawDiffView.\"\"\"\n fixtures = ['test_users', 'test_scmtools']\n\n def test_sends_correct_content_disposition(self):\n \"\"\"Testing DownloadRawDiffView sends correct Content-Disposition\"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n self.create_diffset(review_request=review_request)\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response['Content-Disposition'],\n 'attachment; filename=diffset')\n\n def test_normalize_commas_in_filename(self):\n \"\"\"Testing DownloadRawDiffView removes commas in filename\"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n self.create_diffset(review_request=review_request, name='test, comma')\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n content_disposition = response['Content-Disposition']\n filename = content_disposition[len('attachment; filename='):]\n self.assertFalse(',' in filename)\n\n def test_with_commit_history(self):\n \"\"\"Testing DiffParser.raw_diff with commit history contains only\n cumulative diff\n \"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n diffset = self.create_diffset(review_request=review_request)\n self.create_diffcommit(diffset=diffset, commit_id='r1', parent_id=\n 'r0', diff_contents=\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r2', parent_id=\n 'r1', diff_contents=\n b'diff --git a/README b/README\\nindex 94bdd3e..197009f 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Hi, world!\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r4', parent_id=\n 'r3', diff_contents=\n b'diff --git a/README b/README\\nindex 197009f..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hi, world!\\n+Yo, world.\\n'\n )\n cumulative_diff = (\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\ndiff --git a/README b/README\\nindex 94bdd3e..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Yo, world.\\n'\n )\n diffset.finalize_commit_series(cumulative_diff=cumulative_diff,\n validation_info=None, validate=False, save=True)\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n self.assertEqual(response.content, cumulative_diff)\n", "<docstring token>\n<import token>\n\n\nclass DownloadRawDiffViewTests(TestCase):\n <docstring token>\n fixtures = ['test_users', 'test_scmtools']\n\n def test_sends_correct_content_disposition(self):\n \"\"\"Testing DownloadRawDiffView sends correct Content-Disposition\"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n self.create_diffset(review_request=review_request)\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response['Content-Disposition'],\n 'attachment; filename=diffset')\n\n def test_normalize_commas_in_filename(self):\n \"\"\"Testing DownloadRawDiffView removes commas in filename\"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n self.create_diffset(review_request=review_request, name='test, comma')\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n content_disposition = response['Content-Disposition']\n filename = content_disposition[len('attachment; filename='):]\n self.assertFalse(',' in filename)\n\n def test_with_commit_history(self):\n \"\"\"Testing DiffParser.raw_diff with commit history contains only\n cumulative diff\n \"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n diffset = self.create_diffset(review_request=review_request)\n self.create_diffcommit(diffset=diffset, commit_id='r1', parent_id=\n 'r0', diff_contents=\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r2', parent_id=\n 'r1', diff_contents=\n b'diff --git a/README b/README\\nindex 94bdd3e..197009f 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Hi, world!\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r4', parent_id=\n 'r3', diff_contents=\n b'diff --git a/README b/README\\nindex 197009f..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hi, world!\\n+Yo, world.\\n'\n )\n cumulative_diff = (\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\ndiff --git a/README b/README\\nindex 94bdd3e..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Yo, world.\\n'\n )\n diffset.finalize_commit_series(cumulative_diff=cumulative_diff,\n validation_info=None, validate=False, save=True)\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n self.assertEqual(response.content, cumulative_diff)\n", "<docstring token>\n<import token>\n\n\nclass DownloadRawDiffViewTests(TestCase):\n <docstring token>\n <assignment token>\n\n def test_sends_correct_content_disposition(self):\n \"\"\"Testing DownloadRawDiffView sends correct Content-Disposition\"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n self.create_diffset(review_request=review_request)\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n self.assertEqual(response.status_code, 200)\n self.assertEqual(response['Content-Disposition'],\n 'attachment; filename=diffset')\n\n def test_normalize_commas_in_filename(self):\n \"\"\"Testing DownloadRawDiffView removes commas in filename\"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n self.create_diffset(review_request=review_request, name='test, comma')\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n content_disposition = response['Content-Disposition']\n filename = content_disposition[len('attachment; filename='):]\n self.assertFalse(',' in filename)\n\n def test_with_commit_history(self):\n \"\"\"Testing DiffParser.raw_diff with commit history contains only\n cumulative diff\n \"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n diffset = self.create_diffset(review_request=review_request)\n self.create_diffcommit(diffset=diffset, commit_id='r1', parent_id=\n 'r0', diff_contents=\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r2', parent_id=\n 'r1', diff_contents=\n b'diff --git a/README b/README\\nindex 94bdd3e..197009f 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Hi, world!\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r4', parent_id=\n 'r3', diff_contents=\n b'diff --git a/README b/README\\nindex 197009f..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hi, world!\\n+Yo, world.\\n'\n )\n cumulative_diff = (\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\ndiff --git a/README b/README\\nindex 94bdd3e..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Yo, world.\\n'\n )\n diffset.finalize_commit_series(cumulative_diff=cumulative_diff,\n validation_info=None, validate=False, save=True)\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n self.assertEqual(response.content, cumulative_diff)\n", "<docstring token>\n<import token>\n\n\nclass DownloadRawDiffViewTests(TestCase):\n <docstring token>\n <assignment token>\n <function token>\n\n def test_normalize_commas_in_filename(self):\n \"\"\"Testing DownloadRawDiffView removes commas in filename\"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n self.create_diffset(review_request=review_request, name='test, comma')\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n content_disposition = response['Content-Disposition']\n filename = content_disposition[len('attachment; filename='):]\n self.assertFalse(',' in filename)\n\n def test_with_commit_history(self):\n \"\"\"Testing DiffParser.raw_diff with commit history contains only\n cumulative diff\n \"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n diffset = self.create_diffset(review_request=review_request)\n self.create_diffcommit(diffset=diffset, commit_id='r1', parent_id=\n 'r0', diff_contents=\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r2', parent_id=\n 'r1', diff_contents=\n b'diff --git a/README b/README\\nindex 94bdd3e..197009f 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Hi, world!\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r4', parent_id=\n 'r3', diff_contents=\n b'diff --git a/README b/README\\nindex 197009f..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hi, world!\\n+Yo, world.\\n'\n )\n cumulative_diff = (\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\ndiff --git a/README b/README\\nindex 94bdd3e..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Yo, world.\\n'\n )\n diffset.finalize_commit_series(cumulative_diff=cumulative_diff,\n validation_info=None, validate=False, save=True)\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n self.assertEqual(response.content, cumulative_diff)\n", "<docstring token>\n<import token>\n\n\nclass DownloadRawDiffViewTests(TestCase):\n <docstring token>\n <assignment token>\n <function token>\n <function token>\n\n def test_with_commit_history(self):\n \"\"\"Testing DiffParser.raw_diff with commit history contains only\n cumulative diff\n \"\"\"\n review_request = self.create_review_request(create_repository=True,\n publish=True)\n diffset = self.create_diffset(review_request=review_request)\n self.create_diffcommit(diffset=diffset, commit_id='r1', parent_id=\n 'r0', diff_contents=\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r2', parent_id=\n 'r1', diff_contents=\n b'diff --git a/README b/README\\nindex 94bdd3e..197009f 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Hi, world!\\n'\n )\n self.create_diffcommit(diffset=diffset, commit_id='r4', parent_id=\n 'r3', diff_contents=\n b'diff --git a/README b/README\\nindex 197009f..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hi, world!\\n+Yo, world.\\n'\n )\n cumulative_diff = (\n b'diff --git a/ABC b/ABC\\nindex 94bdd3e..197009f 100644\\n--- ABC\\n+++ ABC\\n@@ -1,1 +1,1 @@\\n-line!\\n+line..\\ndiff --git a/README b/README\\nindex 94bdd3e..87abad9 100644\\n--- README\\n+++ README\\n@@ -1,1 +1,1 @@\\n-Hello, world!\\n+Yo, world.\\n'\n )\n diffset.finalize_commit_series(cumulative_diff=cumulative_diff,\n validation_info=None, validate=False, save=True)\n response = self.client.get('/r/%d/diff/raw/' % review_request.pk)\n self.assertEqual(response.content, cumulative_diff)\n", "<docstring token>\n<import token>\n\n\nclass DownloadRawDiffViewTests(TestCase):\n <docstring token>\n <assignment token>\n <function token>\n <function token>\n <function token>\n", "<docstring token>\n<import token>\n<class token>\n" ]

[ "\r\n\r\nimport keras\r\nfrom keras.layers import Dense, Conv2D, MaxPool2D, Flatten\r\nfrom keras.models import Sequential\r\n\r\nmodel = Sequential()\r\nmodel.add(Conv2D(32, (5, 5), input_shape=(64,64,1), padding='same', activation='relu'))\r\nmodel.add(Conv2D(32, (3, 3), padding='same', activation='relu'))\r\nmodel.add(MaxPooling2D((2,2), strides=(2,2)))\r\n\r\nmodel.add(Conv2D(64, (3, 3), padding='same', activation='relu'))\r\nmodel.add(Conv2D(64, (3, 3), padding='same', activation='relu'))\r\nmodel.add(MaxPooling2D((2,2), strides=(2,2)))\r\n\r\n\r\nmodel.add(Conv2D(128, (3,3), padding='same', activation='relu'))\r\nmodel.add(Conv2D(128, (3,3), padding='same', activation='relu'))\r\nmodel.add(MaxPooling2D((2,2), strides=(2,2)))\r\n\r\nmodel.add(Conv2D(256, (3,3), padding='same', activation='relu'))\r\nmodel.add(Conv2D(256, (3,3), padding='same', activation='relu'))\r\nmodel.add(Conv2D(256, (3,3), padding='same', activation='relu'))\r\nmodel.add(MaxPooling2D((2,2), strides=(2,2)))\r\n\r\nmodel.add(Flatten())\r\nmodel.add(Dense(64, activation='relu'))\r\nmodel.add(Dropout(0.2))\r\nmodel.add(Dense(21, activation='softmax'))\r\n\r\nmodel.summary()\r\n\r\nmodel.load_weights('lenet5_32.h5')\r\n\r\nimport cv2\r\nimport numpy as np\r\n\r\nimg = cv2.imread('h2.png',0)\r\nimg = cv2.resize(img, (32,32))\r\nimg = np.reshape(img, (1,32,32,1))\r\nimg.shape\r\n\r\np = model.predict(img)\r\n\r\nnp.argmax(p)\r\n\r\nif letter <= 9:\r\n\tprint(letter)\r\nelif letter == 10:\r\n\tprint('অ')\r\nelif letter == 11:\r\n\tprint('আ')\r\nelif letter == 12:\r\n\tprint('ই')\r\nelif letter == 13:\r\n\tprint('ঈ')\r\nelif letter == 14:\r\n\tprint('উ')\r\nelif letter == 15:\r\n\tprint('ঊ')\r\nelif letter == 16:\r\n\tprint('ঋ')\r\nelif letter == 17:\r\n\tprint('এ')\r\nelif letter == 18:\r\n\tprint('ঐ')\r\nelif letter == 19:\r\n\tprint('ও')\r\nelse:\r\n\tprint('ঔ')\r\n\r\n", "import keras\nfrom keras.layers import Dense, Conv2D, MaxPool2D, Flatten\nfrom keras.models import Sequential\nmodel = Sequential()\nmodel.add(Conv2D(32, (5, 5), input_shape=(64, 64, 1), padding='same',\n activation='relu'))\nmodel.add(Conv2D(32, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Conv2D(64, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(64, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Conv2D(128, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(128, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Conv2D(256, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(256, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(256, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Flatten())\nmodel.add(Dense(64, activation='relu'))\nmodel.add(Dropout(0.2))\nmodel.add(Dense(21, activation='softmax'))\nmodel.summary()\nmodel.load_weights('lenet5_32.h5')\nimport cv2\nimport numpy as np\nimg = cv2.imread('h2.png', 0)\nimg = cv2.resize(img, (32, 32))\nimg = np.reshape(img, (1, 32, 32, 1))\nimg.shape\np = model.predict(img)\nnp.argmax(p)\nif letter <= 9:\n print(letter)\nelif letter == 10:\n print('অ')\nelif letter == 11:\n print('আ')\nelif letter == 12:\n print('ই')\nelif letter == 13:\n print('ঈ')\nelif letter == 14:\n print('উ')\nelif letter == 15:\n print('ঊ')\nelif letter == 16:\n print('ঋ')\nelif letter == 17:\n print('এ')\nelif letter == 18:\n print('ঐ')\nelif letter == 19:\n print('ও')\nelse:\n print('ঔ')\n", "<import token>\nmodel = Sequential()\nmodel.add(Conv2D(32, (5, 5), input_shape=(64, 64, 1), padding='same',\n activation='relu'))\nmodel.add(Conv2D(32, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Conv2D(64, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(64, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Conv2D(128, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(128, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Conv2D(256, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(256, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(256, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Flatten())\nmodel.add(Dense(64, activation='relu'))\nmodel.add(Dropout(0.2))\nmodel.add(Dense(21, activation='softmax'))\nmodel.summary()\nmodel.load_weights('lenet5_32.h5')\n<import token>\nimg = cv2.imread('h2.png', 0)\nimg = cv2.resize(img, (32, 32))\nimg = np.reshape(img, (1, 32, 32, 1))\nimg.shape\np = model.predict(img)\nnp.argmax(p)\nif letter <= 9:\n print(letter)\nelif letter == 10:\n print('অ')\nelif letter == 11:\n print('আ')\nelif letter == 12:\n print('ই')\nelif letter == 13:\n print('ঈ')\nelif letter == 14:\n print('উ')\nelif letter == 15:\n print('ঊ')\nelif letter == 16:\n print('ঋ')\nelif letter == 17:\n print('এ')\nelif letter == 18:\n print('ঐ')\nelif letter == 19:\n print('ও')\nelse:\n print('ঔ')\n", "<import token>\n<assignment token>\nmodel.add(Conv2D(32, (5, 5), input_shape=(64, 64, 1), padding='same',\n activation='relu'))\nmodel.add(Conv2D(32, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Conv2D(64, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(64, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Conv2D(128, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(128, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Conv2D(256, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(256, (3, 3), padding='same', activation='relu'))\nmodel.add(Conv2D(256, (3, 3), padding='same', activation='relu'))\nmodel.add(MaxPooling2D((2, 2), strides=(2, 2)))\nmodel.add(Flatten())\nmodel.add(Dense(64, activation='relu'))\nmodel.add(Dropout(0.2))\nmodel.add(Dense(21, activation='softmax'))\nmodel.summary()\nmodel.load_weights('lenet5_32.h5')\n<import token>\n<assignment token>\nimg.shape\n<assignment token>\nnp.argmax(p)\nif letter <= 9:\n print(letter)\nelif letter == 10:\n print('অ')\nelif letter == 11:\n print('আ')\nelif letter == 12:\n print('ই')\nelif letter == 13:\n print('ঈ')\nelif letter == 14:\n print('উ')\nelif letter == 15:\n print('ঊ')\nelif letter == 16:\n print('ঋ')\nelif letter == 17:\n print('এ')\nelif letter == 18:\n print('ঐ')\nelif letter == 19:\n print('ও')\nelse:\n print('ঔ')\n", "<import token>\n<assignment token>\n<code token>\n<import token>\n<assignment token>\n<code token>\n<assignment token>\n<code token>\n" ]

[ "from PIL import Image\nimport numpy as np\nimport matplotlib.pyplot as plt\n\nplanes = Image.open(\"a330-300.png\")\nim1 = planes.convert('L')\nwc = Image.open(\"WC.png\")\nim2 = wc.convert('L')\nwidth, height = im1.size\nwidth1, height1 = im2.size\n\nimg = []\n\nn = 0\n\nplt.figure(\"图片列表\")\n\nfor x in range(0, width, width1):\n for y in range(0, height, height1):\n box = (width, height, width + width1, height + height1)\n roi = planes.crop(box)\n n += 1\n\n plt.subplot(204,10,n),plt.title(str(n))\n plt.imshow(roi)\nplt.show()\nprint(n)\n\n\n# p = np.array(im1)\n# # q = np.array(im2)\n# print(im1.size,im2.size)\n", "from PIL import Image\nimport numpy as np\nimport matplotlib.pyplot as plt\nplanes = Image.open('a330-300.png')\nim1 = planes.convert('L')\nwc = Image.open('WC.png')\nim2 = wc.convert('L')\nwidth, height = im1.size\nwidth1, height1 = im2.size\nimg = []\nn = 0\nplt.figure('图片列表')\nfor x in range(0, width, width1):\n for y in range(0, height, height1):\n box = width, height, width + width1, height + height1\n roi = planes.crop(box)\n n += 1\n plt.subplot(204, 10, n), plt.title(str(n))\n plt.imshow(roi)\nplt.show()\nprint(n)\n", "<import token>\nplanes = Image.open('a330-300.png')\nim1 = planes.convert('L')\nwc = Image.open('WC.png')\nim2 = wc.convert('L')\nwidth, height = im1.size\nwidth1, height1 = im2.size\nimg = []\nn = 0\nplt.figure('图片列表')\nfor x in range(0, width, width1):\n for y in range(0, height, height1):\n box = width, height, width + width1, height + height1\n roi = planes.crop(box)\n n += 1\n plt.subplot(204, 10, n), plt.title(str(n))\n plt.imshow(roi)\nplt.show()\nprint(n)\n", "<import token>\n<assignment token>\nplt.figure('图片列表')\nfor x in range(0, width, width1):\n for y in range(0, height, height1):\n box = width, height, width + width1, height + height1\n roi = planes.crop(box)\n n += 1\n plt.subplot(204, 10, n), plt.title(str(n))\n plt.imshow(roi)\nplt.show()\nprint(n)\n", "<import token>\n<assignment token>\n<code token>\n" ]

[ "from web3 import Web3\nfrom pygame import mixer\n\nw3 = Web3(Web3.HTTPProvider('https://rinkeby.infura.io/v3/a642f65a7de84bc19cc01c4da5b6a1bb'))\nABI = \"\"\"[{\"inputs\":[],\"stateMutability\":\"payable\",\"type\":\"constructor\"},{\"anonymous\":false,\"inputs\":[{\"indexed\":false,\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"NewSwitch\",\"type\":\"event\"},{\"anonymous\":false,\"inputs\":[{\"indexed\":false,\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"SwitchOff\",\"type\":\"event\"},{\"anonymous\":false,\"inputs\":[{\"indexed\":false,\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"SwitchOn\",\"type\":\"event\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"AmountToEnable\",\"outputs\":[{\"internalType\":\"int256\",\"name\":\"\",\"type\":\"int256\"}],\"stateMutability\":\"view\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"CreateSwitch\",\"outputs\":[],\"stateMutability\":\"nonpayable\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"IsOn\",\"outputs\":[{\"internalType\":\"bool\",\"name\":\"\",\"type\":\"bool\"}],\"stateMutability\":\"view\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"address payable\",\"name\":\"newOwner\",\"type\":\"address\"}],\"name\":\"TransferOwnership\",\"outputs\":[],\"stateMutability\":\"nonpayable\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"VoteOff\",\"outputs\":[],\"stateMutability\":\"payable\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"VoteOn\",\"outputs\":[],\"stateMutability\":\"payable\",\"type\":\"function\"},{\"inputs\":[],\"name\":\"owner\",\"outputs\":[{\"internalType\":\"address payable\",\"name\":\"\",\"type\":\"address\"}],\"stateMutability\":\"view\",\"type\":\"function\"}]\"\"\"\ncontract = w3.eth.contract(\"0xD0d86636E4b9a789075fC579A737fAA39C37eb4d\", abi=ABI)\n\nisOn = True\nisMusicPlaying = True\nmixer.init()\nmixer.music.load('audio.mp3')\nmixer.music.play()\nwhile True:\n isOn = contract.functions.IsOn(\"c\").call()\n if isOn != isMusicPlaying:\n\n if isOn:\n mixer.music.play()\n isMusicPlaying = True\n else:\n mixer.music.stop()\n isMusicPlaying = False\n", "from web3 import Web3\nfrom pygame import mixer\nw3 = Web3(Web3.HTTPProvider(\n 'https://rinkeby.infura.io/v3/a642f65a7de84bc19cc01c4da5b6a1bb'))\nABI = (\n '[{\"inputs\":[],\"stateMutability\":\"payable\",\"type\":\"constructor\"},{\"anonymous\":false,\"inputs\":[{\"indexed\":false,\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"NewSwitch\",\"type\":\"event\"},{\"anonymous\":false,\"inputs\":[{\"indexed\":false,\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"SwitchOff\",\"type\":\"event\"},{\"anonymous\":false,\"inputs\":[{\"indexed\":false,\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"SwitchOn\",\"type\":\"event\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"AmountToEnable\",\"outputs\":[{\"internalType\":\"int256\",\"name\":\"\",\"type\":\"int256\"}],\"stateMutability\":\"view\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"CreateSwitch\",\"outputs\":[],\"stateMutability\":\"nonpayable\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"IsOn\",\"outputs\":[{\"internalType\":\"bool\",\"name\":\"\",\"type\":\"bool\"}],\"stateMutability\":\"view\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"address payable\",\"name\":\"newOwner\",\"type\":\"address\"}],\"name\":\"TransferOwnership\",\"outputs\":[],\"stateMutability\":\"nonpayable\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"VoteOff\",\"outputs\":[],\"stateMutability\":\"payable\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"VoteOn\",\"outputs\":[],\"stateMutability\":\"payable\",\"type\":\"function\"},{\"inputs\":[],\"name\":\"owner\",\"outputs\":[{\"internalType\":\"address payable\",\"name\":\"\",\"type\":\"address\"}],\"stateMutability\":\"view\",\"type\":\"function\"}]'\n )\ncontract = w3.eth.contract('0xD0d86636E4b9a789075fC579A737fAA39C37eb4d',\n abi=ABI)\nisOn = True\nisMusicPlaying = True\nmixer.init()\nmixer.music.load('audio.mp3')\nmixer.music.play()\nwhile True:\n isOn = contract.functions.IsOn('c').call()\n if isOn != isMusicPlaying:\n if isOn:\n mixer.music.play()\n isMusicPlaying = True\n else:\n mixer.music.stop()\n isMusicPlaying = False\n", "<import token>\nw3 = Web3(Web3.HTTPProvider(\n 'https://rinkeby.infura.io/v3/a642f65a7de84bc19cc01c4da5b6a1bb'))\nABI = (\n '[{\"inputs\":[],\"stateMutability\":\"payable\",\"type\":\"constructor\"},{\"anonymous\":false,\"inputs\":[{\"indexed\":false,\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"NewSwitch\",\"type\":\"event\"},{\"anonymous\":false,\"inputs\":[{\"indexed\":false,\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"SwitchOff\",\"type\":\"event\"},{\"anonymous\":false,\"inputs\":[{\"indexed\":false,\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"SwitchOn\",\"type\":\"event\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"AmountToEnable\",\"outputs\":[{\"internalType\":\"int256\",\"name\":\"\",\"type\":\"int256\"}],\"stateMutability\":\"view\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"CreateSwitch\",\"outputs\":[],\"stateMutability\":\"nonpayable\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"IsOn\",\"outputs\":[{\"internalType\":\"bool\",\"name\":\"\",\"type\":\"bool\"}],\"stateMutability\":\"view\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"address payable\",\"name\":\"newOwner\",\"type\":\"address\"}],\"name\":\"TransferOwnership\",\"outputs\":[],\"stateMutability\":\"nonpayable\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"VoteOff\",\"outputs\":[],\"stateMutability\":\"payable\",\"type\":\"function\"},{\"inputs\":[{\"internalType\":\"string\",\"name\":\"id\",\"type\":\"string\"}],\"name\":\"VoteOn\",\"outputs\":[],\"stateMutability\":\"payable\",\"type\":\"function\"},{\"inputs\":[],\"name\":\"owner\",\"outputs\":[{\"internalType\":\"address payable\",\"name\":\"\",\"type\":\"address\"}],\"stateMutability\":\"view\",\"type\":\"function\"}]'\n )\ncontract = w3.eth.contract('0xD0d86636E4b9a789075fC579A737fAA39C37eb4d',\n abi=ABI)\nisOn = True\nisMusicPlaying = True\nmixer.init()\nmixer.music.load('audio.mp3')\nmixer.music.play()\nwhile True:\n isOn = contract.functions.IsOn('c').call()\n if isOn != isMusicPlaying:\n if isOn:\n mixer.music.play()\n isMusicPlaying = True\n else:\n mixer.music.stop()\n isMusicPlaying = False\n", "<import token>\n<assignment token>\nmixer.init()\nmixer.music.load('audio.mp3')\nmixer.music.play()\nwhile True:\n isOn = contract.functions.IsOn('c').call()\n if isOn != isMusicPlaying:\n if isOn:\n mixer.music.play()\n isMusicPlaying = True\n else:\n mixer.music.stop()\n isMusicPlaying = False\n", "<import token>\n<assignment token>\n<code token>\n" ]

[ "#!/usr/bin/env python\n# __author__ = 'mannea'\n#\nimport sys\nimport os\n\nif len(sys.argv) != 3:\n print \"fsplit <in file> <number of files>\"\n sys.exit(0)\n\nin_file = sys.argv[1].strip()\nsplit_lines = sys.argv[2].strip()\n\nfile_lines = sum(1 for line in open(in_file))\nnew_lines = (int(float(file_lines)) / int(float(split_lines)))\nprint('File: ' + in_file + 'New Lines per file: ' + str(new_lines))\nos.system(\"split -d --verbose -l %s %s %s\" % (new_lines, in_file, in_file + '.'))" ]

[ "import re\nimport subprocess\nfrom glob import glob\nfrom os.path import join\nfrom typing import Dict, List, Optional\n\nimport cv2\nfrom matplotlib import pyplot as plt\nfrom matplotlib.pyplot import figure\n\n\ndef run_shell_script(file_name: str) -> None:\n \"\"\"\n A function run *.sh script. It assumes the file is in the current directory.\n Args:\n file_name: str\n\n Returns:None\n\n \"\"\"\n cmd = [\"./\" + file_name]\n p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT)\n\n for line in iter(p.stdout.readline, b\"\"):\n print(\">>> \" + line.decode().rstrip())\n\n\ndef get_image_names(file_path: str) -> List:\n \"\"\"\n A function to read file that contain all the images and return the names in a list.\n Args:\n file_path: str\n\n Returns: A List\n\n \"\"\"\n name_list = []\n f = open(file_path, \"r\")\n lines = f.readlines()\n f.close()\n for line in lines:\n name = line.split(\"/\")[-1].replace(\"\\n\", \"\")\n name_list.append(name)\n return name_list\n\n\ndef get_img_index(pred_result: List) -> List:\n \"\"\"\n A function to get the index of each image, so downstream function could split information accordingly.\n Args:\n pred_result: List\n\n Returns: A list.\n\n \"\"\"\n img_index = []\n\n for i, line in enumerate(pred_result):\n match = re.search(\"\\./test_pics/\", line)\n if match:\n img_index.append(i)\n if i == len(pred_result) - 1:\n img_index.append(i)\n return img_index\n\n\ndef find_bbox(pred_file_path: str, train_file_path: str) -> Dict:\n \"\"\"\n A function to\n - Check if the number of testing images are equal to the number of prediction results.\n - Loop through the output of Yolo prediction .txt file\n - Create a dictionary for each image, use the image name as key and bbox information as value.\n\n Args:\n pred_file_path: str\n train_file_path: str\n\n Returns: A dictionary\n\n \"\"\"\n\n f_pred = open(pred_file_path, \"r\")\n pred_result = f_pred.readlines()\n f_pred.close()\n\n img_index = get_img_index(pred_result)\n\n img_names = get_image_names(train_file_path)\n\n if len(img_index) - 1 != len(img_names):\n return \"There is mismatch between the number of predictions and the number of images.\"\n\n # Create dictionary with the img name as the key and the bbox information as values.\n target_labels = [\"TableCaption\", \"TableBody\", \"TableFootnote\", \"Paragraph\", \"Table\"]\n result = {}\n for i, name in enumerate(img_names):\n key = name\n start = img_index[i] + 1\n end = img_index[i + 1]\n unfiltered_value = pred_result[start:end]\n filtered_value = [\n v for v in unfiltered_value if v.split(\":\")[0] in target_labels\n ]\n result[key] = filtered_value\n\n return result\n\n\ndef create_train_file(img_folder_path: str, train_file_path: str) -> None:\n \"\"\"\n A function to find all the images in a directory and create a .txt file that contains all the images path in the\n target directory (train_file_path).\n Args:\n img_folder_path: str\n train_file_path: str\n\n Returns: None\n\n \"\"\"\n files = []\n for ext in (\"*.gif\", \"*.png\", \"*.jpg\", \"*.bmp\"):\n img_path = glob(join(img_folder_path, ext))\n if img_path:\n files.extend(img_path)\n\n write_to_train_file(files, train_file_path)\n\n print(\"Training files are created in \" + img_folder_path)\n\n\ndef write_to_train_file(files: List, train_file_path: str) -> None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, \"w\")\n text_to_save = \"\"\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace(\"/darknet\", \"\")\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + \"\\n\"\n\n f.write(text_to_save)\n f.close()\n\n\ndef draw_pic(img_path: str, bbox: List) -> None:\n \"\"\"\n A function to visualize bbox in an image.\n Args:\n img_path: str\n bbox: list\n\n Returns: None\n\n \"\"\"\n img = cv2.imread(img_path)\n\n for v in bbox:\n x, y, w, h = v[2]\n cv2.rectangle(\n img, (int(x), int(y)), (int(x) + int(w), int(y) + int(h)), (255, 0, 0), 2\n )\n\n figure(num=None, figsize=(20, 15))\n plt.imshow(img)\n plt.show()\n\n\ndef process_pred_list(pred_list: List) -> List:\n \"\"\"\n A function to convert the list of predictions to a list that contains specific data format for bbox visualization.\n Args:\n pred_list: list\n\n Returns: list [label, confidence, bbox]\n\n \"\"\"\n result = []\n for item in pred_list:\n item_replace_special_char = item.replace(\"\\n\", \"\")\n meta_data = item_replace_special_char.split(\":\")\n label = meta_data[0]\n confidence = float(meta_data[1].split(\"\\t\")[0].strip(\" \").strip(\"%\")) / 100\n bbox_info = meta_data[2:]\n bbox = get_bbox(bbox_info)\n result.append([label, confidence, bbox])\n return result\n\n\ndef get_bbox(meta_data: List) -> List:\n \"\"\"\n A function to get the coordinates of the bbox.\n Args:\n meta_data: A list\n\n Returns: A list of [x, y, w, h]\n\n \"\"\"\n\n x = [v for v in meta_data[0].split(\" \") if v][0]\n y = [v for v in meta_data[1].split(\" \") if v][0]\n w = [v for v in meta_data[2].split(\" \") if v][0]\n h = meta_data[3].replace(\")\", \"\").strip(\" \")\n\n return [x, y, w, h]\n\n\ndef show_pred(\n img_name: str,\n pred_file_path: str,\n train_file_path: str,\n img_folder_path: str,\n confidence: Optional[float] = None,\n label: Optional[str] = None,\n) -> None:\n \"\"\"\n A function to visualize predicted bbox in the original images.\n Args:\n img_name: str\n pred_file_path: str\n train_file_path: str\n img_folder_path: str\n confidence: float\n label: str\n\n Returns: None. Print images in notebook\n\n \"\"\"\n pred_result = find_bbox(pred_file_path, train_file_path)\n pred_list = pred_result[img_name]\n result = process_pred_list(pred_list)\n\n img_path = img_folder_path + img_name\n\n if confidence:\n result = [v for v in result if v[1] > confidence]\n\n if label:\n result = [v for v in result if v[0].lower() == label.lower()]\n draw_pic(img_path, result)\n else:\n draw_pic(img_path, result)\n", "import re\nimport subprocess\nfrom glob import glob\nfrom os.path import join\nfrom typing import Dict, List, Optional\nimport cv2\nfrom matplotlib import pyplot as plt\nfrom matplotlib.pyplot import figure\n\n\ndef run_shell_script(file_name: str) ->None:\n \"\"\"\n A function run *.sh script. It assumes the file is in the current directory.\n Args:\n file_name: str\n\n Returns:None\n\n \"\"\"\n cmd = ['./' + file_name]\n p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT)\n for line in iter(p.stdout.readline, b''):\n print('>>> ' + line.decode().rstrip())\n\n\ndef get_image_names(file_path: str) ->List:\n \"\"\"\n A function to read file that contain all the images and return the names in a list.\n Args:\n file_path: str\n\n Returns: A List\n\n \"\"\"\n name_list = []\n f = open(file_path, 'r')\n lines = f.readlines()\n f.close()\n for line in lines:\n name = line.split('/')[-1].replace('\\n', '')\n name_list.append(name)\n return name_list\n\n\ndef get_img_index(pred_result: List) ->List:\n \"\"\"\n A function to get the index of each image, so downstream function could split information accordingly.\n Args:\n pred_result: List\n\n Returns: A list.\n\n \"\"\"\n img_index = []\n for i, line in enumerate(pred_result):\n match = re.search('\\\\./test_pics/', line)\n if match:\n img_index.append(i)\n if i == len(pred_result) - 1:\n img_index.append(i)\n return img_index\n\n\ndef find_bbox(pred_file_path: str, train_file_path: str) ->Dict:\n \"\"\"\n A function to\n - Check if the number of testing images are equal to the number of prediction results.\n - Loop through the output of Yolo prediction .txt file\n - Create a dictionary for each image, use the image name as key and bbox information as value.\n\n Args:\n pred_file_path: str\n train_file_path: str\n\n Returns: A dictionary\n\n \"\"\"\n f_pred = open(pred_file_path, 'r')\n pred_result = f_pred.readlines()\n f_pred.close()\n img_index = get_img_index(pred_result)\n img_names = get_image_names(train_file_path)\n if len(img_index) - 1 != len(img_names):\n return (\n 'There is mismatch between the number of predictions and the number of images.'\n )\n target_labels = ['TableCaption', 'TableBody', 'TableFootnote',\n 'Paragraph', 'Table']\n result = {}\n for i, name in enumerate(img_names):\n key = name\n start = img_index[i] + 1\n end = img_index[i + 1]\n unfiltered_value = pred_result[start:end]\n filtered_value = [v for v in unfiltered_value if v.split(':')[0] in\n target_labels]\n result[key] = filtered_value\n return result\n\n\ndef create_train_file(img_folder_path: str, train_file_path: str) ->None:\n \"\"\"\n A function to find all the images in a directory and create a .txt file that contains all the images path in the\n target directory (train_file_path).\n Args:\n img_folder_path: str\n train_file_path: str\n\n Returns: None\n\n \"\"\"\n files = []\n for ext in ('*.gif', '*.png', '*.jpg', '*.bmp'):\n img_path = glob(join(img_folder_path, ext))\n if img_path:\n files.extend(img_path)\n write_to_train_file(files, train_file_path)\n print('Training files are created in ' + img_folder_path)\n\n\ndef write_to_train_file(files: List, train_file_path: str) ->None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, 'w')\n text_to_save = ''\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace('/darknet', '')\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + '\\n'\n f.write(text_to_save)\n f.close()\n\n\ndef draw_pic(img_path: str, bbox: List) ->None:\n \"\"\"\n A function to visualize bbox in an image.\n Args:\n img_path: str\n bbox: list\n\n Returns: None\n\n \"\"\"\n img = cv2.imread(img_path)\n for v in bbox:\n x, y, w, h = v[2]\n cv2.rectangle(img, (int(x), int(y)), (int(x) + int(w), int(y) + int\n (h)), (255, 0, 0), 2)\n figure(num=None, figsize=(20, 15))\n plt.imshow(img)\n plt.show()\n\n\ndef process_pred_list(pred_list: List) ->List:\n \"\"\"\n A function to convert the list of predictions to a list that contains specific data format for bbox visualization.\n Args:\n pred_list: list\n\n Returns: list [label, confidence, bbox]\n\n \"\"\"\n result = []\n for item in pred_list:\n item_replace_special_char = item.replace('\\n', '')\n meta_data = item_replace_special_char.split(':')\n label = meta_data[0]\n confidence = float(meta_data[1].split('\\t')[0].strip(' ').strip('%')\n ) / 100\n bbox_info = meta_data[2:]\n bbox = get_bbox(bbox_info)\n result.append([label, confidence, bbox])\n return result\n\n\ndef get_bbox(meta_data: List) ->List:\n \"\"\"\n A function to get the coordinates of the bbox.\n Args:\n meta_data: A list\n\n Returns: A list of [x, y, w, h]\n\n \"\"\"\n x = [v for v in meta_data[0].split(' ') if v][0]\n y = [v for v in meta_data[1].split(' ') if v][0]\n w = [v for v in meta_data[2].split(' ') if v][0]\n h = meta_data[3].replace(')', '').strip(' ')\n return [x, y, w, h]\n\n\ndef show_pred(img_name: str, pred_file_path: str, train_file_path: str,\n img_folder_path: str, confidence: Optional[float]=None, label: Optional\n [str]=None) ->None:\n \"\"\"\n A function to visualize predicted bbox in the original images.\n Args:\n img_name: str\n pred_file_path: str\n train_file_path: str\n img_folder_path: str\n confidence: float\n label: str\n\n Returns: None. Print images in notebook\n\n \"\"\"\n pred_result = find_bbox(pred_file_path, train_file_path)\n pred_list = pred_result[img_name]\n result = process_pred_list(pred_list)\n img_path = img_folder_path + img_name\n if confidence:\n result = [v for v in result if v[1] > confidence]\n if label:\n result = [v for v in result if v[0].lower() == label.lower()]\n draw_pic(img_path, result)\n else:\n draw_pic(img_path, result)\n", "<import token>\n\n\ndef run_shell_script(file_name: str) ->None:\n \"\"\"\n A function run *.sh script. It assumes the file is in the current directory.\n Args:\n file_name: str\n\n Returns:None\n\n \"\"\"\n cmd = ['./' + file_name]\n p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT)\n for line in iter(p.stdout.readline, b''):\n print('>>> ' + line.decode().rstrip())\n\n\ndef get_image_names(file_path: str) ->List:\n \"\"\"\n A function to read file that contain all the images and return the names in a list.\n Args:\n file_path: str\n\n Returns: A List\n\n \"\"\"\n name_list = []\n f = open(file_path, 'r')\n lines = f.readlines()\n f.close()\n for line in lines:\n name = line.split('/')[-1].replace('\\n', '')\n name_list.append(name)\n return name_list\n\n\ndef get_img_index(pred_result: List) ->List:\n \"\"\"\n A function to get the index of each image, so downstream function could split information accordingly.\n Args:\n pred_result: List\n\n Returns: A list.\n\n \"\"\"\n img_index = []\n for i, line in enumerate(pred_result):\n match = re.search('\\\\./test_pics/', line)\n if match:\n img_index.append(i)\n if i == len(pred_result) - 1:\n img_index.append(i)\n return img_index\n\n\ndef find_bbox(pred_file_path: str, train_file_path: str) ->Dict:\n \"\"\"\n A function to\n - Check if the number of testing images are equal to the number of prediction results.\n - Loop through the output of Yolo prediction .txt file\n - Create a dictionary for each image, use the image name as key and bbox information as value.\n\n Args:\n pred_file_path: str\n train_file_path: str\n\n Returns: A dictionary\n\n \"\"\"\n f_pred = open(pred_file_path, 'r')\n pred_result = f_pred.readlines()\n f_pred.close()\n img_index = get_img_index(pred_result)\n img_names = get_image_names(train_file_path)\n if len(img_index) - 1 != len(img_names):\n return (\n 'There is mismatch between the number of predictions and the number of images.'\n )\n target_labels = ['TableCaption', 'TableBody', 'TableFootnote',\n 'Paragraph', 'Table']\n result = {}\n for i, name in enumerate(img_names):\n key = name\n start = img_index[i] + 1\n end = img_index[i + 1]\n unfiltered_value = pred_result[start:end]\n filtered_value = [v for v in unfiltered_value if v.split(':')[0] in\n target_labels]\n result[key] = filtered_value\n return result\n\n\ndef create_train_file(img_folder_path: str, train_file_path: str) ->None:\n \"\"\"\n A function to find all the images in a directory and create a .txt file that contains all the images path in the\n target directory (train_file_path).\n Args:\n img_folder_path: str\n train_file_path: str\n\n Returns: None\n\n \"\"\"\n files = []\n for ext in ('*.gif', '*.png', '*.jpg', '*.bmp'):\n img_path = glob(join(img_folder_path, ext))\n if img_path:\n files.extend(img_path)\n write_to_train_file(files, train_file_path)\n print('Training files are created in ' + img_folder_path)\n\n\ndef write_to_train_file(files: List, train_file_path: str) ->None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, 'w')\n text_to_save = ''\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace('/darknet', '')\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + '\\n'\n f.write(text_to_save)\n f.close()\n\n\ndef draw_pic(img_path: str, bbox: List) ->None:\n \"\"\"\n A function to visualize bbox in an image.\n Args:\n img_path: str\n bbox: list\n\n Returns: None\n\n \"\"\"\n img = cv2.imread(img_path)\n for v in bbox:\n x, y, w, h = v[2]\n cv2.rectangle(img, (int(x), int(y)), (int(x) + int(w), int(y) + int\n (h)), (255, 0, 0), 2)\n figure(num=None, figsize=(20, 15))\n plt.imshow(img)\n plt.show()\n\n\ndef process_pred_list(pred_list: List) ->List:\n \"\"\"\n A function to convert the list of predictions to a list that contains specific data format for bbox visualization.\n Args:\n pred_list: list\n\n Returns: list [label, confidence, bbox]\n\n \"\"\"\n result = []\n for item in pred_list:\n item_replace_special_char = item.replace('\\n', '')\n meta_data = item_replace_special_char.split(':')\n label = meta_data[0]\n confidence = float(meta_data[1].split('\\t')[0].strip(' ').strip('%')\n ) / 100\n bbox_info = meta_data[2:]\n bbox = get_bbox(bbox_info)\n result.append([label, confidence, bbox])\n return result\n\n\ndef get_bbox(meta_data: List) ->List:\n \"\"\"\n A function to get the coordinates of the bbox.\n Args:\n meta_data: A list\n\n Returns: A list of [x, y, w, h]\n\n \"\"\"\n x = [v for v in meta_data[0].split(' ') if v][0]\n y = [v for v in meta_data[1].split(' ') if v][0]\n w = [v for v in meta_data[2].split(' ') if v][0]\n h = meta_data[3].replace(')', '').strip(' ')\n return [x, y, w, h]\n\n\ndef show_pred(img_name: str, pred_file_path: str, train_file_path: str,\n img_folder_path: str, confidence: Optional[float]=None, label: Optional\n [str]=None) ->None:\n \"\"\"\n A function to visualize predicted bbox in the original images.\n Args:\n img_name: str\n pred_file_path: str\n train_file_path: str\n img_folder_path: str\n confidence: float\n label: str\n\n Returns: None. Print images in notebook\n\n \"\"\"\n pred_result = find_bbox(pred_file_path, train_file_path)\n pred_list = pred_result[img_name]\n result = process_pred_list(pred_list)\n img_path = img_folder_path + img_name\n if confidence:\n result = [v for v in result if v[1] > confidence]\n if label:\n result = [v for v in result if v[0].lower() == label.lower()]\n draw_pic(img_path, result)\n else:\n draw_pic(img_path, result)\n", "<import token>\n\n\ndef run_shell_script(file_name: str) ->None:\n \"\"\"\n A function run *.sh script. It assumes the file is in the current directory.\n Args:\n file_name: str\n\n Returns:None\n\n \"\"\"\n cmd = ['./' + file_name]\n p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT)\n for line in iter(p.stdout.readline, b''):\n print('>>> ' + line.decode().rstrip())\n\n\ndef get_image_names(file_path: str) ->List:\n \"\"\"\n A function to read file that contain all the images and return the names in a list.\n Args:\n file_path: str\n\n Returns: A List\n\n \"\"\"\n name_list = []\n f = open(file_path, 'r')\n lines = f.readlines()\n f.close()\n for line in lines:\n name = line.split('/')[-1].replace('\\n', '')\n name_list.append(name)\n return name_list\n\n\ndef get_img_index(pred_result: List) ->List:\n \"\"\"\n A function to get the index of each image, so downstream function could split information accordingly.\n Args:\n pred_result: List\n\n Returns: A list.\n\n \"\"\"\n img_index = []\n for i, line in enumerate(pred_result):\n match = re.search('\\\\./test_pics/', line)\n if match:\n img_index.append(i)\n if i == len(pred_result) - 1:\n img_index.append(i)\n return img_index\n\n\ndef find_bbox(pred_file_path: str, train_file_path: str) ->Dict:\n \"\"\"\n A function to\n - Check if the number of testing images are equal to the number of prediction results.\n - Loop through the output of Yolo prediction .txt file\n - Create a dictionary for each image, use the image name as key and bbox information as value.\n\n Args:\n pred_file_path: str\n train_file_path: str\n\n Returns: A dictionary\n\n \"\"\"\n f_pred = open(pred_file_path, 'r')\n pred_result = f_pred.readlines()\n f_pred.close()\n img_index = get_img_index(pred_result)\n img_names = get_image_names(train_file_path)\n if len(img_index) - 1 != len(img_names):\n return (\n 'There is mismatch between the number of predictions and the number of images.'\n )\n target_labels = ['TableCaption', 'TableBody', 'TableFootnote',\n 'Paragraph', 'Table']\n result = {}\n for i, name in enumerate(img_names):\n key = name\n start = img_index[i] + 1\n end = img_index[i + 1]\n unfiltered_value = pred_result[start:end]\n filtered_value = [v for v in unfiltered_value if v.split(':')[0] in\n target_labels]\n result[key] = filtered_value\n return result\n\n\ndef create_train_file(img_folder_path: str, train_file_path: str) ->None:\n \"\"\"\n A function to find all the images in a directory and create a .txt file that contains all the images path in the\n target directory (train_file_path).\n Args:\n img_folder_path: str\n train_file_path: str\n\n Returns: None\n\n \"\"\"\n files = []\n for ext in ('*.gif', '*.png', '*.jpg', '*.bmp'):\n img_path = glob(join(img_folder_path, ext))\n if img_path:\n files.extend(img_path)\n write_to_train_file(files, train_file_path)\n print('Training files are created in ' + img_folder_path)\n\n\ndef write_to_train_file(files: List, train_file_path: str) ->None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, 'w')\n text_to_save = ''\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace('/darknet', '')\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + '\\n'\n f.write(text_to_save)\n f.close()\n\n\n<function token>\n\n\ndef process_pred_list(pred_list: List) ->List:\n \"\"\"\n A function to convert the list of predictions to a list that contains specific data format for bbox visualization.\n Args:\n pred_list: list\n\n Returns: list [label, confidence, bbox]\n\n \"\"\"\n result = []\n for item in pred_list:\n item_replace_special_char = item.replace('\\n', '')\n meta_data = item_replace_special_char.split(':')\n label = meta_data[0]\n confidence = float(meta_data[1].split('\\t')[0].strip(' ').strip('%')\n ) / 100\n bbox_info = meta_data[2:]\n bbox = get_bbox(bbox_info)\n result.append([label, confidence, bbox])\n return result\n\n\ndef get_bbox(meta_data: List) ->List:\n \"\"\"\n A function to get the coordinates of the bbox.\n Args:\n meta_data: A list\n\n Returns: A list of [x, y, w, h]\n\n \"\"\"\n x = [v for v in meta_data[0].split(' ') if v][0]\n y = [v for v in meta_data[1].split(' ') if v][0]\n w = [v for v in meta_data[2].split(' ') if v][0]\n h = meta_data[3].replace(')', '').strip(' ')\n return [x, y, w, h]\n\n\ndef show_pred(img_name: str, pred_file_path: str, train_file_path: str,\n img_folder_path: str, confidence: Optional[float]=None, label: Optional\n [str]=None) ->None:\n \"\"\"\n A function to visualize predicted bbox in the original images.\n Args:\n img_name: str\n pred_file_path: str\n train_file_path: str\n img_folder_path: str\n confidence: float\n label: str\n\n Returns: None. Print images in notebook\n\n \"\"\"\n pred_result = find_bbox(pred_file_path, train_file_path)\n pred_list = pred_result[img_name]\n result = process_pred_list(pred_list)\n img_path = img_folder_path + img_name\n if confidence:\n result = [v for v in result if v[1] > confidence]\n if label:\n result = [v for v in result if v[0].lower() == label.lower()]\n draw_pic(img_path, result)\n else:\n draw_pic(img_path, result)\n", "<import token>\n\n\ndef run_shell_script(file_name: str) ->None:\n \"\"\"\n A function run *.sh script. It assumes the file is in the current directory.\n Args:\n file_name: str\n\n Returns:None\n\n \"\"\"\n cmd = ['./' + file_name]\n p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT)\n for line in iter(p.stdout.readline, b''):\n print('>>> ' + line.decode().rstrip())\n\n\ndef get_image_names(file_path: str) ->List:\n \"\"\"\n A function to read file that contain all the images and return the names in a list.\n Args:\n file_path: str\n\n Returns: A List\n\n \"\"\"\n name_list = []\n f = open(file_path, 'r')\n lines = f.readlines()\n f.close()\n for line in lines:\n name = line.split('/')[-1].replace('\\n', '')\n name_list.append(name)\n return name_list\n\n\ndef get_img_index(pred_result: List) ->List:\n \"\"\"\n A function to get the index of each image, so downstream function could split information accordingly.\n Args:\n pred_result: List\n\n Returns: A list.\n\n \"\"\"\n img_index = []\n for i, line in enumerate(pred_result):\n match = re.search('\\\\./test_pics/', line)\n if match:\n img_index.append(i)\n if i == len(pred_result) - 1:\n img_index.append(i)\n return img_index\n\n\n<function token>\n\n\ndef create_train_file(img_folder_path: str, train_file_path: str) ->None:\n \"\"\"\n A function to find all the images in a directory and create a .txt file that contains all the images path in the\n target directory (train_file_path).\n Args:\n img_folder_path: str\n train_file_path: str\n\n Returns: None\n\n \"\"\"\n files = []\n for ext in ('*.gif', '*.png', '*.jpg', '*.bmp'):\n img_path = glob(join(img_folder_path, ext))\n if img_path:\n files.extend(img_path)\n write_to_train_file(files, train_file_path)\n print('Training files are created in ' + img_folder_path)\n\n\ndef write_to_train_file(files: List, train_file_path: str) ->None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, 'w')\n text_to_save = ''\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace('/darknet', '')\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + '\\n'\n f.write(text_to_save)\n f.close()\n\n\n<function token>\n\n\ndef process_pred_list(pred_list: List) ->List:\n \"\"\"\n A function to convert the list of predictions to a list that contains specific data format for bbox visualization.\n Args:\n pred_list: list\n\n Returns: list [label, confidence, bbox]\n\n \"\"\"\n result = []\n for item in pred_list:\n item_replace_special_char = item.replace('\\n', '')\n meta_data = item_replace_special_char.split(':')\n label = meta_data[0]\n confidence = float(meta_data[1].split('\\t')[0].strip(' ').strip('%')\n ) / 100\n bbox_info = meta_data[2:]\n bbox = get_bbox(bbox_info)\n result.append([label, confidence, bbox])\n return result\n\n\ndef get_bbox(meta_data: List) ->List:\n \"\"\"\n A function to get the coordinates of the bbox.\n Args:\n meta_data: A list\n\n Returns: A list of [x, y, w, h]\n\n \"\"\"\n x = [v for v in meta_data[0].split(' ') if v][0]\n y = [v for v in meta_data[1].split(' ') if v][0]\n w = [v for v in meta_data[2].split(' ') if v][0]\n h = meta_data[3].replace(')', '').strip(' ')\n return [x, y, w, h]\n\n\ndef show_pred(img_name: str, pred_file_path: str, train_file_path: str,\n img_folder_path: str, confidence: Optional[float]=None, label: Optional\n [str]=None) ->None:\n \"\"\"\n A function to visualize predicted bbox in the original images.\n Args:\n img_name: str\n pred_file_path: str\n train_file_path: str\n img_folder_path: str\n confidence: float\n label: str\n\n Returns: None. Print images in notebook\n\n \"\"\"\n pred_result = find_bbox(pred_file_path, train_file_path)\n pred_list = pred_result[img_name]\n result = process_pred_list(pred_list)\n img_path = img_folder_path + img_name\n if confidence:\n result = [v for v in result if v[1] > confidence]\n if label:\n result = [v for v in result if v[0].lower() == label.lower()]\n draw_pic(img_path, result)\n else:\n draw_pic(img_path, result)\n", "<import token>\n\n\ndef run_shell_script(file_name: str) ->None:\n \"\"\"\n A function run *.sh script. It assumes the file is in the current directory.\n Args:\n file_name: str\n\n Returns:None\n\n \"\"\"\n cmd = ['./' + file_name]\n p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT)\n for line in iter(p.stdout.readline, b''):\n print('>>> ' + line.decode().rstrip())\n\n\ndef get_image_names(file_path: str) ->List:\n \"\"\"\n A function to read file that contain all the images and return the names in a list.\n Args:\n file_path: str\n\n Returns: A List\n\n \"\"\"\n name_list = []\n f = open(file_path, 'r')\n lines = f.readlines()\n f.close()\n for line in lines:\n name = line.split('/')[-1].replace('\\n', '')\n name_list.append(name)\n return name_list\n\n\ndef get_img_index(pred_result: List) ->List:\n \"\"\"\n A function to get the index of each image, so downstream function could split information accordingly.\n Args:\n pred_result: List\n\n Returns: A list.\n\n \"\"\"\n img_index = []\n for i, line in enumerate(pred_result):\n match = re.search('\\\\./test_pics/', line)\n if match:\n img_index.append(i)\n if i == len(pred_result) - 1:\n img_index.append(i)\n return img_index\n\n\n<function token>\n\n\ndef create_train_file(img_folder_path: str, train_file_path: str) ->None:\n \"\"\"\n A function to find all the images in a directory and create a .txt file that contains all the images path in the\n target directory (train_file_path).\n Args:\n img_folder_path: str\n train_file_path: str\n\n Returns: None\n\n \"\"\"\n files = []\n for ext in ('*.gif', '*.png', '*.jpg', '*.bmp'):\n img_path = glob(join(img_folder_path, ext))\n if img_path:\n files.extend(img_path)\n write_to_train_file(files, train_file_path)\n print('Training files are created in ' + img_folder_path)\n\n\ndef write_to_train_file(files: List, train_file_path: str) ->None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, 'w')\n text_to_save = ''\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace('/darknet', '')\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + '\\n'\n f.write(text_to_save)\n f.close()\n\n\n<function token>\n\n\ndef process_pred_list(pred_list: List) ->List:\n \"\"\"\n A function to convert the list of predictions to a list that contains specific data format for bbox visualization.\n Args:\n pred_list: list\n\n Returns: list [label, confidence, bbox]\n\n \"\"\"\n result = []\n for item in pred_list:\n item_replace_special_char = item.replace('\\n', '')\n meta_data = item_replace_special_char.split(':')\n label = meta_data[0]\n confidence = float(meta_data[1].split('\\t')[0].strip(' ').strip('%')\n ) / 100\n bbox_info = meta_data[2:]\n bbox = get_bbox(bbox_info)\n result.append([label, confidence, bbox])\n return result\n\n\n<function token>\n\n\ndef show_pred(img_name: str, pred_file_path: str, train_file_path: str,\n img_folder_path: str, confidence: Optional[float]=None, label: Optional\n [str]=None) ->None:\n \"\"\"\n A function to visualize predicted bbox in the original images.\n Args:\n img_name: str\n pred_file_path: str\n train_file_path: str\n img_folder_path: str\n confidence: float\n label: str\n\n Returns: None. Print images in notebook\n\n \"\"\"\n pred_result = find_bbox(pred_file_path, train_file_path)\n pred_list = pred_result[img_name]\n result = process_pred_list(pred_list)\n img_path = img_folder_path + img_name\n if confidence:\n result = [v for v in result if v[1] > confidence]\n if label:\n result = [v for v in result if v[0].lower() == label.lower()]\n draw_pic(img_path, result)\n else:\n draw_pic(img_path, result)\n", "<import token>\n\n\ndef run_shell_script(file_name: str) ->None:\n \"\"\"\n A function run *.sh script. It assumes the file is in the current directory.\n Args:\n file_name: str\n\n Returns:None\n\n \"\"\"\n cmd = ['./' + file_name]\n p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT)\n for line in iter(p.stdout.readline, b''):\n print('>>> ' + line.decode().rstrip())\n\n\ndef get_image_names(file_path: str) ->List:\n \"\"\"\n A function to read file that contain all the images and return the names in a list.\n Args:\n file_path: str\n\n Returns: A List\n\n \"\"\"\n name_list = []\n f = open(file_path, 'r')\n lines = f.readlines()\n f.close()\n for line in lines:\n name = line.split('/')[-1].replace('\\n', '')\n name_list.append(name)\n return name_list\n\n\ndef get_img_index(pred_result: List) ->List:\n \"\"\"\n A function to get the index of each image, so downstream function could split information accordingly.\n Args:\n pred_result: List\n\n Returns: A list.\n\n \"\"\"\n img_index = []\n for i, line in enumerate(pred_result):\n match = re.search('\\\\./test_pics/', line)\n if match:\n img_index.append(i)\n if i == len(pred_result) - 1:\n img_index.append(i)\n return img_index\n\n\n<function token>\n<function token>\n\n\ndef write_to_train_file(files: List, train_file_path: str) ->None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, 'w')\n text_to_save = ''\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace('/darknet', '')\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + '\\n'\n f.write(text_to_save)\n f.close()\n\n\n<function token>\n\n\ndef process_pred_list(pred_list: List) ->List:\n \"\"\"\n A function to convert the list of predictions to a list that contains specific data format for bbox visualization.\n Args:\n pred_list: list\n\n Returns: list [label, confidence, bbox]\n\n \"\"\"\n result = []\n for item in pred_list:\n item_replace_special_char = item.replace('\\n', '')\n meta_data = item_replace_special_char.split(':')\n label = meta_data[0]\n confidence = float(meta_data[1].split('\\t')[0].strip(' ').strip('%')\n ) / 100\n bbox_info = meta_data[2:]\n bbox = get_bbox(bbox_info)\n result.append([label, confidence, bbox])\n return result\n\n\n<function token>\n\n\ndef show_pred(img_name: str, pred_file_path: str, train_file_path: str,\n img_folder_path: str, confidence: Optional[float]=None, label: Optional\n [str]=None) ->None:\n \"\"\"\n A function to visualize predicted bbox in the original images.\n Args:\n img_name: str\n pred_file_path: str\n train_file_path: str\n img_folder_path: str\n confidence: float\n label: str\n\n Returns: None. Print images in notebook\n\n \"\"\"\n pred_result = find_bbox(pred_file_path, train_file_path)\n pred_list = pred_result[img_name]\n result = process_pred_list(pred_list)\n img_path = img_folder_path + img_name\n if confidence:\n result = [v for v in result if v[1] > confidence]\n if label:\n result = [v for v in result if v[0].lower() == label.lower()]\n draw_pic(img_path, result)\n else:\n draw_pic(img_path, result)\n", "<import token>\n\n\ndef run_shell_script(file_name: str) ->None:\n \"\"\"\n A function run *.sh script. It assumes the file is in the current directory.\n Args:\n file_name: str\n\n Returns:None\n\n \"\"\"\n cmd = ['./' + file_name]\n p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT)\n for line in iter(p.stdout.readline, b''):\n print('>>> ' + line.decode().rstrip())\n\n\ndef get_image_names(file_path: str) ->List:\n \"\"\"\n A function to read file that contain all the images and return the names in a list.\n Args:\n file_path: str\n\n Returns: A List\n\n \"\"\"\n name_list = []\n f = open(file_path, 'r')\n lines = f.readlines()\n f.close()\n for line in lines:\n name = line.split('/')[-1].replace('\\n', '')\n name_list.append(name)\n return name_list\n\n\n<function token>\n<function token>\n<function token>\n\n\ndef write_to_train_file(files: List, train_file_path: str) ->None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, 'w')\n text_to_save = ''\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace('/darknet', '')\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + '\\n'\n f.write(text_to_save)\n f.close()\n\n\n<function token>\n\n\ndef process_pred_list(pred_list: List) ->List:\n \"\"\"\n A function to convert the list of predictions to a list that contains specific data format for bbox visualization.\n Args:\n pred_list: list\n\n Returns: list [label, confidence, bbox]\n\n \"\"\"\n result = []\n for item in pred_list:\n item_replace_special_char = item.replace('\\n', '')\n meta_data = item_replace_special_char.split(':')\n label = meta_data[0]\n confidence = float(meta_data[1].split('\\t')[0].strip(' ').strip('%')\n ) / 100\n bbox_info = meta_data[2:]\n bbox = get_bbox(bbox_info)\n result.append([label, confidence, bbox])\n return result\n\n\n<function token>\n\n\ndef show_pred(img_name: str, pred_file_path: str, train_file_path: str,\n img_folder_path: str, confidence: Optional[float]=None, label: Optional\n [str]=None) ->None:\n \"\"\"\n A function to visualize predicted bbox in the original images.\n Args:\n img_name: str\n pred_file_path: str\n train_file_path: str\n img_folder_path: str\n confidence: float\n label: str\n\n Returns: None. Print images in notebook\n\n \"\"\"\n pred_result = find_bbox(pred_file_path, train_file_path)\n pred_list = pred_result[img_name]\n result = process_pred_list(pred_list)\n img_path = img_folder_path + img_name\n if confidence:\n result = [v for v in result if v[1] > confidence]\n if label:\n result = [v for v in result if v[0].lower() == label.lower()]\n draw_pic(img_path, result)\n else:\n draw_pic(img_path, result)\n", "<import token>\n<function token>\n\n\ndef get_image_names(file_path: str) ->List:\n \"\"\"\n A function to read file that contain all the images and return the names in a list.\n Args:\n file_path: str\n\n Returns: A List\n\n \"\"\"\n name_list = []\n f = open(file_path, 'r')\n lines = f.readlines()\n f.close()\n for line in lines:\n name = line.split('/')[-1].replace('\\n', '')\n name_list.append(name)\n return name_list\n\n\n<function token>\n<function token>\n<function token>\n\n\ndef write_to_train_file(files: List, train_file_path: str) ->None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, 'w')\n text_to_save = ''\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace('/darknet', '')\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + '\\n'\n f.write(text_to_save)\n f.close()\n\n\n<function token>\n\n\ndef process_pred_list(pred_list: List) ->List:\n \"\"\"\n A function to convert the list of predictions to a list that contains specific data format for bbox visualization.\n Args:\n pred_list: list\n\n Returns: list [label, confidence, bbox]\n\n \"\"\"\n result = []\n for item in pred_list:\n item_replace_special_char = item.replace('\\n', '')\n meta_data = item_replace_special_char.split(':')\n label = meta_data[0]\n confidence = float(meta_data[1].split('\\t')[0].strip(' ').strip('%')\n ) / 100\n bbox_info = meta_data[2:]\n bbox = get_bbox(bbox_info)\n result.append([label, confidence, bbox])\n return result\n\n\n<function token>\n\n\ndef show_pred(img_name: str, pred_file_path: str, train_file_path: str,\n img_folder_path: str, confidence: Optional[float]=None, label: Optional\n [str]=None) ->None:\n \"\"\"\n A function to visualize predicted bbox in the original images.\n Args:\n img_name: str\n pred_file_path: str\n train_file_path: str\n img_folder_path: str\n confidence: float\n label: str\n\n Returns: None. Print images in notebook\n\n \"\"\"\n pred_result = find_bbox(pred_file_path, train_file_path)\n pred_list = pred_result[img_name]\n result = process_pred_list(pred_list)\n img_path = img_folder_path + img_name\n if confidence:\n result = [v for v in result if v[1] > confidence]\n if label:\n result = [v for v in result if v[0].lower() == label.lower()]\n draw_pic(img_path, result)\n else:\n draw_pic(img_path, result)\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\ndef write_to_train_file(files: List, train_file_path: str) ->None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, 'w')\n text_to_save = ''\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace('/darknet', '')\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + '\\n'\n f.write(text_to_save)\n f.close()\n\n\n<function token>\n\n\ndef process_pred_list(pred_list: List) ->List:\n \"\"\"\n A function to convert the list of predictions to a list that contains specific data format for bbox visualization.\n Args:\n pred_list: list\n\n Returns: list [label, confidence, bbox]\n\n \"\"\"\n result = []\n for item in pred_list:\n item_replace_special_char = item.replace('\\n', '')\n meta_data = item_replace_special_char.split(':')\n label = meta_data[0]\n confidence = float(meta_data[1].split('\\t')[0].strip(' ').strip('%')\n ) / 100\n bbox_info = meta_data[2:]\n bbox = get_bbox(bbox_info)\n result.append([label, confidence, bbox])\n return result\n\n\n<function token>\n\n\ndef show_pred(img_name: str, pred_file_path: str, train_file_path: str,\n img_folder_path: str, confidence: Optional[float]=None, label: Optional\n [str]=None) ->None:\n \"\"\"\n A function to visualize predicted bbox in the original images.\n Args:\n img_name: str\n pred_file_path: str\n train_file_path: str\n img_folder_path: str\n confidence: float\n label: str\n\n Returns: None. Print images in notebook\n\n \"\"\"\n pred_result = find_bbox(pred_file_path, train_file_path)\n pred_list = pred_result[img_name]\n result = process_pred_list(pred_list)\n img_path = img_folder_path + img_name\n if confidence:\n result = [v for v in result if v[1] > confidence]\n if label:\n result = [v for v in result if v[0].lower() == label.lower()]\n draw_pic(img_path, result)\n else:\n draw_pic(img_path, result)\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\ndef write_to_train_file(files: List, train_file_path: str) ->None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, 'w')\n text_to_save = ''\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace('/darknet', '')\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + '\\n'\n f.write(text_to_save)\n f.close()\n\n\n<function token>\n\n\ndef process_pred_list(pred_list: List) ->List:\n \"\"\"\n A function to convert the list of predictions to a list that contains specific data format for bbox visualization.\n Args:\n pred_list: list\n\n Returns: list [label, confidence, bbox]\n\n \"\"\"\n result = []\n for item in pred_list:\n item_replace_special_char = item.replace('\\n', '')\n meta_data = item_replace_special_char.split(':')\n label = meta_data[0]\n confidence = float(meta_data[1].split('\\t')[0].strip(' ').strip('%')\n ) / 100\n bbox_info = meta_data[2:]\n bbox = get_bbox(bbox_info)\n result.append([label, confidence, bbox])\n return result\n\n\n<function token>\n<function token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n\n\ndef write_to_train_file(files: List, train_file_path: str) ->None:\n \"\"\"\n A function to create files in the targe directory.\n Args:\n files:List\n train_file_path:str\n\n Returns: None\n\n \"\"\"\n f = open(train_file_path, 'w')\n text_to_save = ''\n for i, img_path in enumerate(files):\n img_path_stripped = img_path.replace('/darknet', '')\n if i == len(files) - 1:\n text_to_save += img_path_stripped\n else:\n text_to_save += img_path_stripped + '\\n'\n f.write(text_to_save)\n f.close()\n\n\n<function token>\n<function token>\n<function token>\n<function token>\n", "<import token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n<function token>\n" ]