Introducing Gradio 5.0
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- Helpers
- Progress
New to Gradio? Start here: Getting Started
See the Release History
To install Gradio from main, run the following command:
pip install https://gradio-builds.s3.amazonaws.com/ac9bf5ec9208b92579f36ee94a247ae3e676c02f/gradio-5.6.0-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
Parameters
track_tqdm: bool
track_tqdm: booldefault
= 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.
Parameters
progress: float | tuple[int, int | None] | None
progress: float | tuple[int, int | None] | NoneIf 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
desc: str | Nonedefault
= None description to display.
total: int | None
total: int | Nonedefault
= None estimated total number of steps.
unit: str
unit: strdefault
= "steps" unit of iterations.
tqdm
gradio.Progress.tqdm(iterable, ···)Description
Attaches progress tracker to iterable, like tqdm.
Parameters
iterable: Iterable | None
iterable: Iterable | Noneiterable to attach progress tracker to.
desc: str | None
desc: str | Nonedefault
= None description to display.
total: int | None
total: int | Nonedefault
= None estimated total number of steps.
unit: str
unit: strdefault
= "steps" unit of iterations.