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import gradio as gr | |
from app import demo as app | |
import os | |
_docs = {'DateTimeRange': {'description': 'Component to select range of time.', 'members': {'__init__': {'value': {'type': 'tuple[float | str | datetime, float | str | datetime] | None', 'default': 'None', 'description': 'default value for datetime.'}, 'include_time': {'type': 'bool', 'default': 'True', 'description': 'If True, the component will include time selection. If False, only date selection will be available.'}, 'type': {'type': 'Literal["timestamp", "datetime", "string"]', 'default': '"timestamp"', 'description': 'The type of the value. Can be "timestamp", "datetime", or "string". If "timestamp", the value will be a number representing the start and end date in seconds since epoch. If "datetime", the value will be a datetime object. If "string", the value will be the date entered by the user.'}, 'timezone': {'type': 'str | None', 'default': 'None', 'description': 'The timezone to use for timestamps, such as "US/Pacific" or "Europe/Paris". If None, the timezone will be the local timezone.'}, 'quick_ranges': {'type': 'list[str] | None', 'default': 'None', 'description': 'List of strings representing quick ranges to display, such as ["30s", "1h", "24h", "7d"]. Set to [] to clear.'}, 'label': {'type': 'str | None', 'default': 'None', 'description': 'The label for this component. Appears above the component and is also used as the header if there are a table of examples for this component. If None and used in a `gr.Interface`, the label will be the name of the parameter this component is assigned to.'}, 'show_label': {'type': 'bool | None', 'default': 'None', 'description': 'if True, will display label.'}, 'info': {'type': 'str | None', 'default': 'None', 'description': 'additional component description.'}, 'every': {'type': 'float | None', 'default': 'None', 'description': "If `value` is a callable, run the function 'every' number of seconds while the client connection is open. Has no effect otherwise. The event can be accessed (e.g. to cancel it) via this component's .load_event attribute."}, 'scale': {'type': 'int | None', 'default': 'None', 'description': 'relative size compared to adjacent Components. For example if Components A and B are in a Row, and A has scale=2, and B has scale=1, A will be twice as wide as B. Should be an integer. scale applies in Rows, and to top-level Components in Blocks where fill_height=True.'}, 'min_width': {'type': 'int', 'default': '160', 'description': 'minimum pixel width, will wrap if not sufficient screen space to satisfy this value. If a certain scale value results in this Component being narrower than min_width, the min_width parameter will be respected first.'}, 'visible': {'type': 'bool', 'default': 'True', 'description': 'If False, component will be hidden.'}, 'elem_id': {'type': 'str | None', 'default': 'None', 'description': None}, 'elem_classes': {'type': 'list[str] | str | None', 'default': 'None', 'description': 'An optional list of strings that are assigned as the classes of this component in the HTML DOM. Can be used for targeting CSS styles.'}, 'render': {'type': 'bool', 'default': 'True', 'description': 'If False, component will not render be rendered in the Blocks context. Should be used if the intention is to assign event listeners now but render the component later.'}, 'key': {'type': 'int | str | None', 'default': 'None', 'description': 'if assigned, will be used to assume identity across a re-render. Components that have the same key across a re-render will have their value preserved.'}}, 'postprocess': {'value': {'type': 'tuple[float | datetime | str, float | datetime | str] | None', 'description': 'Expects a tuple pair of datetimes.'}}, 'preprocess': {'return': {'type': 'tuple[str | float | datetime, str | float | datetime] | None', 'description': 'Passes text value as a {str} into the function.'}, 'value': None}}, 'events': {'change': {'type': None, 'default': None, 'description': 'Triggered when the value of the DateTimeRange changes either because of user input (e.g. a user types in a textbox) OR because of a function update (e.g. an image receives a value from the output of an event trigger). See `.input()` for a listener that is only triggered by user input.'}}}, '__meta__': {'additional_interfaces': {}, 'user_fn_refs': {'DateTimeRange': []}}} | |
abs_path = os.path.join(os.path.dirname(__file__), "css.css") | |
with gr.Blocks( | |
css=abs_path, | |
theme=gr.themes.Default( | |
font_mono=[ | |
gr.themes.GoogleFont("Inconsolata"), | |
"monospace", | |
], | |
), | |
) as demo: | |
gr.Markdown( | |
""" | |
# `gradio_datetimerange` | |
<div style="display: flex; gap: 7px;"> | |
<a href="https://pypi.org/project/gradio_datetimerange/" target="_blank"><img alt="PyPI - Version" src="https://img.shields.io/pypi/v/gradio_datetimerange"></a> | |
</div> | |
Component to create time ranges. | |
""", elem_classes=["md-custom"], header_links=True) | |
app.render() | |
gr.Markdown( | |
""" | |
## Installation | |
```bash | |
pip install gradio_datetimerange | |
``` | |
## Usage | |
```python | |
import gradio as gr | |
from gradio_datetimerange import DateTimeRange | |
import pandas as pd | |
from random import randint | |
temp_sensor_data = pd.DataFrame( | |
{ | |
"time": pd.date_range("2021-01-01", end="2021-01-05", periods=200), | |
"temperature": [randint(50 + 10 * (i % 2), 65 + 15 * (i % 2)) for i in range(200)], | |
"humidity": [randint(50 + 10 * (i % 2), 65 + 15 * (i % 2)) for i in range(200)], | |
"location": ["indoor", "outdoor"] * 100, | |
} | |
) | |
with gr.Blocks() as demo: | |
date = DateTimeRange(["2021-01-01 00:00:00", "2021-01-07 00:00:00"]) | |
merged_temp_plot = gr.LinePlot( | |
temp_sensor_data, | |
x="time", | |
y="temperature", | |
) | |
split_temp_plot = gr.LinePlot( | |
temp_sensor_data, | |
x="time", | |
y="temperature", | |
color="location", | |
) | |
with gr.Row(): | |
humidity_bar_plot = gr.BarPlot( | |
temp_sensor_data, | |
x="time", | |
y="humidity", | |
color="location", | |
x_bin="1h", | |
) | |
humidity_scatter_plot = gr.ScatterPlot( | |
temp_sensor_data, | |
x="time", | |
y="humidity", | |
color="location", | |
) | |
date.bind([merged_temp_plot, split_temp_plot, humidity_bar_plot, humidity_scatter_plot]) | |
if __name__ == "__main__": | |
demo.launch() | |
``` | |
""", elem_classes=["md-custom"], header_links=True) | |
gr.Markdown(""" | |
## `DateTimeRange` | |
### Initialization | |
""", elem_classes=["md-custom"], header_links=True) | |
gr.ParamViewer(value=_docs["DateTimeRange"]["members"]["__init__"], linkify=[]) | |
gr.Markdown("### Events") | |
gr.ParamViewer(value=_docs["DateTimeRange"]["events"], linkify=['Event']) | |
gr.Markdown(""" | |
### User function | |
The impact on the users predict function varies depending on whether the component is used as an input or output for an event (or both). | |
- When used as an Input, the component only impacts the input signature of the user function. | |
- When used as an output, the component only impacts the return signature of the user function. | |
The code snippet below is accurate in cases where the component is used as both an input and an output. | |
- **As input:** Is passed, passes text value as a {str} into the function. | |
- **As output:** Should return, expects a tuple pair of datetimes. | |
```python | |
def predict( | |
value: tuple[str | float | datetime, str | float | datetime] | None | |
) -> tuple[float | datetime | str, float | datetime | str] | None: | |
return value | |
``` | |
""", elem_classes=["md-custom", "DateTimeRange-user-fn"], header_links=True) | |
demo.load(None, js=r"""function() { | |
const refs = {}; | |
const user_fn_refs = { | |
DateTimeRange: [], }; | |
requestAnimationFrame(() => { | |
Object.entries(user_fn_refs).forEach(([key, refs]) => { | |
if (refs.length > 0) { | |
const el = document.querySelector(`.${key}-user-fn`); | |
if (!el) return; | |
refs.forEach(ref => { | |
el.innerHTML = el.innerHTML.replace( | |
new RegExp("\\b"+ref+"\\b", "g"), | |
`<a href="#h-${ref.toLowerCase()}">${ref}</a>` | |
); | |
}) | |
} | |
}) | |
Object.entries(refs).forEach(([key, refs]) => { | |
if (refs.length > 0) { | |
const el = document.querySelector(`.${key}`); | |
if (!el) return; | |
refs.forEach(ref => { | |
el.innerHTML = el.innerHTML.replace( | |
new RegExp("\\b"+ref+"\\b", "g"), | |
`<a href="#h-${ref.toLowerCase()}">${ref}</a>` | |
); | |
}) | |
} | |
}) | |
}) | |
} | |
""") | |
demo.launch() | |