Upload intro_prog.py

intro_prog.py

@@ -30,10 +30,18 @@ This dataset contains 2442 correct and 1783 buggy program attempts by 361 underg
 an introduction to Python programming course at NUS (National University of Singapore).
 """
 
+_NEW_CALEDONIA_DESCRIPTION = """
+The NewCaledonia dataset includes the programs submitted in 2020 by a group of 60 students from the University of New Caledonia, 
+on a programming training platform. This plateform were developed and made available by the Computer Science department from the Orléans' 
+Technological Institute (University of Orléans, France). This release contains a subset of the assignments.
+"""
+
 _DUBLIN_HOMEPAGE = """https://figshare.com/articles/dataset/_5_Million_Python_Bash_Programming_Submissions_for_5_Courses_Grades_for_Computer-Based_Exams_over_3_academic_years_/12610958"""
 
 _SINGAPORE_HOMEPAGE = """https://github.com/githubhuyang/refactory"""
 
+_NEW_CALEDONIA_HOMEPAGE = """https://github.com/GCleuziou/code2aes2vec/tree/master/Datasets"""
+
 _DUBLIN_CITATION = """
 @inproceedings{azcona2019user2code2vec,
   title={user2code2vec: Embeddings for Profiling Students Based on Distributional Representations of Source Code},
@@ -72,9 +80,27 @@ _SINGAPORE_CITATION = """
 }
 """
 
-_DESCRIPTION = """
-Intro Programming. A dataset of open student submissions to programming assignments.
+_NEW_CALEDONIA_CITATION = """
+@inproceedings{DBLP:conf/edm/CleuziouF21,
+  author    = {Guillaume Cleuziou and
+               Fr{\'{e}}d{\'{e}}ric Flouvat},
+  editor    = {Sharon I{-}Han Hsiao and
+               Shaghayegh (Sherry) Sahebi and
+               Fran{\c{c}}ois Bouchet and
+               Jill{-}J{\^{e}}nn Vie},
+  title     = {Learning student program embeddings using abstract execution traces},
+  booktitle = {Proceedings of the 14th International Conference on Educational Data
+               Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
+  publisher = {International Educational Data Mining Society},
+  year      = {2021},
+  timestamp = {Wed, 09 Mar 2022 16:47:22 +0100},
+  biburl    = {https://dblp.org/rec/conf/edm/CleuziouF21.bib},
+  bibsource = {dblp computer science bibliography, https://dblp.org}
+}
+"""
 
+_DESCRIPTION = """
+Intro Programming. A dataset of student submissions to programming assignments.
 """
 
 _DUBLIN_URLS = {
@@ -104,7 +130,7 @@ _SINGAPORE_URLS = {
     }
 }
 
-NEW_CALEDONIA_URLS = {
+_NEW_CALEDONIA_URLS = {
     "metadata": {
         "train": "./data/newcaledonia_metadata_train.jsonl",
     },
@@ -115,7 +141,8 @@ NEW_CALEDONIA_URLS = {
 
 _URLS = {
     "dublin": _DUBLIN_URLS,
-    "singapore": _SINGAPORE_URLS
+    "singapore": _SINGAPORE_URLS,
+    "newcaledonia": _NEW_CALEDONIA_URLS,
 }
 
 class IntroProgConfig(datasets.BuilderConfig):
@@ -145,31 +172,37 @@ class IntroProg(datasets.GeneratorBasedBuilder):
 
     configurations = list(product(tasks, sources))
     configurations.append((tasks[0], "newcaledonia"))
+    configurations.append((tasks[1], "newcaledonia"))
 
     BUILDER_CONFIGS = []
     for (task, description), source in configurations:
         BUILDER_CONFIGS.append(
             IntroProgConfig(
                 name=f"{source}_{task}",
-                # description=description, # TODO: map to correct description
                 version=VERSION,          
             )
         )
 
-
     def _info(self):
-        
-        # TODO: could be more conscise 
 
-        if self.config.name.split("_")[0] == "dublin":
+        source, task = self.config.name.split("_")
+
+        if source == "dublin":
             description = _DUBLIN_DESCRIPTION
             citation = _DUBLIN_CITATION
             homepage = _DUBLIN_HOMEPAGE
-        elif self.config.name.split("_")[0] == "singapore":
+        elif source == "singapore":
             description =_SINGAPORE_DESCRIPTION
             citation = _SINGAPORE_CITATION
             homepage = _SINGAPORE_HOMEPAGE
-    
+        elif source == "newcaledonia":
+            description = _NEW_CALEDONIA_DESCRIPTION
+            citation = _NEW_CALEDONIA_CITATION
+            homepage = _NEW_CALEDONIA_HOMEPAGE
+        else:
+            description = ""
+            citation = ""
+            homepage = ""
 
         main_features = datasets.Features({
                 "submission_id": datasets.Value("int32"),
@@ -179,18 +212,18 @@ class IntroProg(datasets.GeneratorBasedBuilder):
                 "func_name": datasets.Value("string"),
                 "description": datasets.Value(dtype='string'),
                 "test": datasets.Value(dtype='string'),
-                
             })
         
-        if self.config.name.split("_")[1] == "data":
+        if task == "data":
             features = main_features
             features["correct"] = datasets.Value(dtype="bool")
             
-            if self.config.name.split("_")[0] == "dublin":
+            if source == "dublin":
                 features["user"] = datasets.Value("string")
                 features["academic_year"] = datasets.Value('int32')
+                features['date']: datasets.Value('timestamp[s]')
 
-        elif self.config.name.split("_")[1] == "metadata":
+        elif task == "metadata":
             # metadata information 
             features = datasets.Features({
                 "assignment_id": datasets.Value("string"),
@@ -200,10 +233,10 @@ class IntroProg(datasets.GeneratorBasedBuilder):
                 "test": datasets.Value("string"),
             })
 
-        elif self.config.name.split("_")[1] == "repair":
+        elif task == "repair":
             features = main_features
             features["annotation"] = datasets.Value("string")
-        elif self.config.name.split("_")[1] == "bug":
+        elif task == "bug":
             features = main_features
             features["comments"] = datasets.Value("string")
 
@@ -234,4 +267,4 @@ class IntroProg(datasets.GeneratorBasedBuilder):
             for key, line in enumerate(lines):
                 d = json.loads(line)
                 d = {k:v for k, v in d.items() if k in self.info.features}
-                yield key, d 
+                yield key, d