Introducing Gradio ClientsJoin us on Thursday, 9am PST
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To install Gradio from main, run the following command:
pip install https://gradio-builds.s3.amazonaws.com/ecbc363ee094a73535f53a612c2f6bd1b2154d83/gradio-4.34.0-py3-none-any.whl*Note: Setting share=True in
launch() will not work.
Progress
gradio.Progress(···)Description
The Progress class provides a custom progress tracker that is used in a function signature. To attach a Progress tracker to a function, simply add a parameter right after the input parameters that has a default value set to a gradio.Progress() instance. The Progress tracker can then be updated in the function by calling the Progress object or using the tqdm method on an Iterable. The Progress tracker is currently only available with queue().
Example Usage
import gradio as gr
import time
def my_function(x, progress=gr.Progress()):
progress(0, desc="Starting...")
time.sleep(1)
for i in progress.tqdm(range(100)):
time.sleep(0.1)
return x
gr.Interface(my_function, gr.Textbox(), gr.Textbox()).queue().launch()Initialization
| Parameter | Description |
|---|---|
track_tqdm bool default: False | If True, the Progress object will track any tqdm.tqdm iterations with the tqdm library in the function. |
Methods
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gradio.Progress.__call__(progress, ···)Description
Updates progress tracker with progress and message text.
Arguments
| Parameter | Description |
|---|---|
progress float | tuple[int, int | None] | None required | If float, should be between 0 and 1 representing completion. If Tuple, first number represents steps completed, and second value represents total steps or None if unknown. If None, hides progress bar. |
desc str | None default: None | description to display. |
total int | None default: None | estimated total number of steps. |
unit str default: "steps" | unit of iterations. |
tqdm
gradio.Progress.tqdm(iterable, ···)Description
Attaches progress tracker to iterable, like tqdm.
Arguments
| Parameter | Description |
|---|---|
iterable Iterable | None required | iterable to attach progress tracker to. |
desc str | None default: None | description to display. |
total int | None default: None | estimated total number of steps. |
unit str default: "steps" | unit of iterations. |