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n (or generators that are iterating) will be cancelled, but functions that are currently running will be allowed to finish. trigger_mode: Literal['once', 'multiple', 'always_last'] | None default `= None` If "once" (default for all events except `.change()`) would not allow any submissions while an ev...
Event Listeners
https://gradio.app/docs/gradio/image
Gradio - Image Docs
nd via gr.load). If fn is None, api_visibility will automatically be set to "private". time_limit: int | None default `= None` stream_every: float default `= 0.5` key: int | str | tuple[int | str, ...] | None default `= None` A unique key for this event listener to be...
Event Listeners
https://gradio.app/docs/gradio/image
Gradio - Image Docs
Helper Classes
https://gradio.app/docs/gradio/image
Gradio - Image Docs
gradio.WebcamOptions(···) Description A dataclass for specifying options for the webcam tool in the ImageEditor component. An instance of this class can be passed to the `webcam_options` parameter of `gr.ImageEditor`. Initialization Parameters ▼ mirror: bool default `= True` If True, the webcam wi...
Webcam Options
https://gradio.app/docs/gradio/image
Gradio - Image Docs
Displays an interactive table of parameters and their descriptions and default values with syntax highlighting. For each parameter, the user should provide a type (e.g. a `str`), a human-readable description, and a default value. As this component does not accept user input, it is rarely used as an input component. Int...
Description
https://gradio.app/docs/gradio/paramviewer
Gradio - Paramviewer Docs
**Using ParamViewer as an input component.** How ParamViewer will pass its value to your function: Type: `dict[str, Parameter]` (Rarely used) passes value as a `dict[str, dict]`. The key in the outer dictionary is the parameter name, while the inner dictionary has keys "type", "description", and "default" for each p...
Behavior
https://gradio.app/docs/gradio/paramviewer
Gradio - Paramviewer Docs
Parameters ▼ value: dict[str, Parameter] | None default `= None` A dictionary of dictionaries. The key in the outer dictionary is the parameter name, while the inner dictionary has keys "type", "description", and "default" for each parameter. Markdown links are supported in "description". ...
Initialization
https://gradio.app/docs/gradio/paramviewer
Gradio - Paramviewer Docs
er() function, if a component is re-rendered with the same key, these (and only these) parameters will be preserved in the UI (if they have been changed by the user or an event listener) instead of re-rendered based on the values provided during constructor. header: str | None default `= "Parameters"` ...
Initialization
https://gradio.app/docs/gradio/paramviewer
Gradio - Paramviewer Docs
Shortcuts gradio.ParamViewer Interface String Shortcut `"paramviewer"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/paramviewer
Gradio - Paramviewer Docs
Description Event listeners allow you to respond to user interactions with the UI components you've defined in a Gradio Blocks app. When a user interacts with an element, such as changing a slider value or uploading an image, a function is called. Supported Event Listeners The ParamViewer component supports the foll...
Event Listeners
https://gradio.app/docs/gradio/paramviewer
Gradio - Paramviewer Docs
rns no outputs, this should be an empty list. api_name: str | None default `= None` defines how the endpoint appears in the API docs. Can be a string or None. If set to a string, the endpoint will be exposed in the API docs with the given name. If None (default), the name of the function will be used ...
Event Listeners
https://gradio.app/docs/gradio/paramviewer
Gradio - Paramviewer Docs
that it should accept a list of input values for each parameter. The lists should be of equal length (and be up to length `max_batch_size`). The function is then *required* to return a tuple of lists (even if there is only 1 output component), with each list in the tuple corresponding to one output component. ...
Event Listeners
https://gradio.app/docs/gradio/paramviewer
Gradio - Paramviewer Docs
js method to run before running 'fn'. Input arguments for js method are values of 'inputs' and 'outputs', return should be a list of values for output components. concurrency_limit: int | None | Literal['default'] default `= "default"` If set, this is the maximum number of this event that can be runni...
Event Listeners
https://gradio.app/docs/gradio/paramviewer
Gradio - Paramviewer Docs
lse, and only if it completes successfully will the main function be called. The validator receives the same inputs as the main function and should return a `gr.validate()` for each input value. [Documenting Custom Components](../../guides/documenting-custom-components/)
Event Listeners
https://gradio.app/docs/gradio/paramviewer
Gradio - Paramviewer Docs
A base class for defining methods that all input/output components should have.
Description
https://gradio.app/docs/gradio/state
Gradio - State Docs
**Using State as an input component.** How State will pass its value to your function: Type: `Any` Passes a value of arbitrary type through. Example Code import gradio as gr def predict( value: Any ): process value from the State component ...
Behavior
https://gradio.app/docs/gradio/state
Gradio - State Docs
Parameters ▼ value: Any default `= None` the initial value (of arbitrary type) of the state. The provided argument is deepcopied. If a callable is provided, the function will be called whenever the app loads to set the initial value of the state. render: bool default `= True` should ...
Initialization
https://gradio.app/docs/gradio/state
Gradio - State Docs
Description Event listeners allow you to respond to user interactions with the UI components you've defined in a Gradio Blocks app. When a user interacts with an element, such as changing a slider value or uploading an image, a function is called. Supported Event Listeners The State component supports the following ...
Event Listeners
https://gradio.app/docs/gradio/state
Gradio - State Docs
e API docs. Can be a string or None. If set to a string, the endpoint will be exposed in the API docs with the given name. If None (default), the name of the function will be used as the API endpoint. api_description: str | None | Literal[False] default `= None` Description of the API endpoint. Can be...
Event Listeners
https://gradio.app/docs/gradio/state
Gradio - State Docs
. The function is then *required* to return a tuple of lists (even if there is only 1 output component), with each list in the tuple corresponding to one output component. max_batch_size: int default `= 4` Maximum number of inputs to batch together if this is called from the queue (only relevant if ba...
Event Listeners
https://gradio.app/docs/gradio/state
Gradio - State Docs
for output components. concurrency_limit: int | None | Literal['default'] default `= "default"` If set, this is the maximum number of this event that can be running simultaneously. Can be set to None to mean no concurrency_limit (any number of this event can be running simultaneously). Set to "default...
Event Listeners
https://gradio.app/docs/gradio/state
Gradio - State Docs
should return a `gr.validate()` for each input value.
Event Listeners
https://gradio.app/docs/gradio/state
Gradio - State Docs
When gr.EventData or one of its subclasses is added as a type hint to an argument of a prediction function, a gr.EventData object will automatically be passed as the value of that argument. The attributes of this object contains information about the event that triggered the listener. The gr.EventData object itself con...
Description
https://gradio.app/docs/gradio/eventdata
Gradio - Eventdata Docs
import gradio as gr with gr.Blocks() as demo: table = gr.Dataframe([[1, 2, 3], [4, 5, 6]]) gallery = gr.Gallery([("cat.jpg", "Cat"), ("dog.jpg", "Dog")]) textbox = gr.Textbox("Hello World!") statement = gr.Textbox() def on_select(value, evt: gr.EventData): ...
Example Usage
https://gradio.app/docs/gradio/eventdata
Gradio - Eventdata Docs
Parameters ▼ target: Block | None The component object that triggered the event. Can be used to distinguish multiple components bound to the same listener.
Attributes
https://gradio.app/docs/gradio/eventdata
Gradio - Eventdata Docs
gallery_selectionstictactoe [Blocks And Event Listeners](../../guides/blocks-and-event-listeners/)
Demos
https://gradio.app/docs/gradio/eventdata
Gradio - Eventdata Docs
Creates a "Sign In" button that redirects the user to sign in with Hugging Face OAuth. Once the user is signed in, the button will act as a logout button, and you can retrieve a signed-in user's profile by adding a parameter of type `gr.OAuthProfile` to any Gradio function. This will only work if this Gradio app is run...
Description
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
**Using LoginButton as an input component.** How LoginButton will pass its value to your function: Type: `str | None` (Rarely used) the `str` corresponding to the button label when the button is clicked Example Code import gradio as gr def predict( value: str | N...
Behavior
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
Parameters ▼ value: str default `= "Sign in with Hugging Face"` logout_value: str default `= "Logout ({})"` The text to display when the user is signed in. The string should contain a placeholder for the username with a call-to-action to logout, e.g. "Logout ({})". eve...
Initialization
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
Shortcuts gradio.LoginButton Interface String Shortcut `"loginbutton"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
login_with_huggingface
Demos
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
Description Event listeners allow you to respond to user interactions with the UI components you've defined in a Gradio Blocks app. When a user interacts with an element, such as changing a slider value or uploading an image, a function is called. Supported Event Listeners The LoginButton component supports the foll...
Event Listeners
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
ion: str | None | Literal[False] default `= None` Description of the API endpoint. Can be a string, None, or False. If set to a string, the endpoint will be exposed in the API docs with the given description. If None, the function's docstring will be used as the API endpoint description. If False, then no description...
Event Listeners
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
um number of inputs to batch together if this is called from the queue (only relevant if batch=True) preprocess: bool default `= True` If False, will not run preprocessing of component data before running 'fn' (e.g. leaving it as a base64 string if this method is called with the `Image` component). ...
Event Listeners
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
concurrency_limit (any number of this event can be running simultaneously). Set to "default" to use the default concurrency limit (defined by the `default_concurrency_limit` parameter in `Blocks.queue()`, which itself is 1 by default). concurrency_id: str | None default `= None` If set, this is the id...
Event Listeners
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
Accordion is a layout element which can be toggled to show/hide the contained content.
Description
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
with gr.Accordion("See Details"): gr.Markdown("lorem ipsum")
Example Usage
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
Parameters ▼ label: str | I18nData | None default `= None` name of accordion section. open: bool default `= True` if True, accordion is open by default. visible: bool | Literal['hidden'] default `= True` elem_id: str | None default `= None` An optio...
Initialization
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
Methods
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%...
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
onds to one input component, and the function should return a single value or a tuple of values, with each element in the tuple corresponding to one output component. inputs: Component | BlockContext | list[Component | BlockContext] | Set[Component | BlockContext] | None default `= None` List of gradi...
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
ion at all show_progress_on: Component | list[Component] | None default `= None` Component or list of components to show the progress animation on. If None, will show the progress animation on all of the output components. queue: bool default `= True` If True, will place the request ...
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
enerators that are iterating) will be cancelled, but functions that are currently running will be allowed to finish. trigger_mode: Literal['once', 'multiple', 'always_last'] | None default `= None` If "once" (default for all events except `.change()`) would not allow any submissions while an event is ...
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
gr.load). If fn is None, api_visibility will automatically be set to "private". time_limit: int | None default `= None` stream_every: float default `= 0.5` key: int | str | tuple[int | str, ...] | None default `= None` A unique key for this event listener to be used i...
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392....
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
esponds to one input component, and the function should return a single value or a tuple of values, with each element in the tuple corresponding to one output component. inputs: Component | BlockContext | list[Component | BlockContext] | Set[Component | BlockContext] | None default `= None` List of gr...
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
mation at all show_progress_on: Component | list[Component] | None default `= None` Component or list of components to show the progress animation on. If None, will show the progress animation on all of the output components. queue: bool default `= True` If True, will place the reque...
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
r generators that are iterating) will be cancelled, but functions that are currently running will be allowed to finish. trigger_mode: Literal['once', 'multiple', 'always_last'] | None default `= None` If "once" (default for all events except `.change()`) would not allow any submissions while an event ...
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
ia gr.load). If fn is None, api_visibility will automatically be set to "private". time_limit: int | None default `= None` stream_every: float default `= 0.5` key: int | str | tuple[int | str, ...] | None default `= None` A unique key for this event listener to be use...
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%...
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
onds to one input component, and the function should return a single value or a tuple of values, with each element in the tuple corresponding to one output component. inputs: Component | BlockContext | list[Component | BlockContext] | Set[Component | BlockContext] | None default `= None` List of gradi...
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
ion at all show_progress_on: Component | list[Component] | None default `= None` Component or list of components to show the progress animation on. If None, will show the progress animation on all of the output components. queue: bool default `= True` If True, will place the request ...
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
enerators that are iterating) will be cancelled, but functions that are currently running will be allowed to finish. trigger_mode: Literal['once', 'multiple', 'always_last'] | None default `= None` If "once" (default for all events except `.change()`) would not allow any submissions while an event is ...
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
gr.load). If fn is None, api_visibility will automatically be set to "private". time_limit: int | None default `= None` stream_every: float default `= 0.5` key: int | str | tuple[int | str, ...] | None default `= None` A unique key for this event listener to be used i...
expand
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392....
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
esponds to one input component, and the function should return a single value or a tuple of values, with each element in the tuple corresponding to one output component. inputs: Component | BlockContext | list[Component | BlockContext] | Set[Component | BlockContext] | None default `= None` List of gr...
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
mation at all show_progress_on: Component | list[Component] | None default `= None` Component or list of components to show the progress animation on. If None, will show the progress animation on all of the output components. queue: bool default `= True` If True, will place the reque...
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
r generators that are iterating) will be cancelled, but functions that are currently running will be allowed to finish. trigger_mode: Literal['once', 'multiple', 'always_last'] | None default `= None` If "once" (default for all events except `.change()`) would not allow any submissions while an event ...
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
ia gr.load). If fn is None, api_visibility will automatically be set to "private". time_limit: int | None default `= None` stream_every: float default `= 0.5` key: int | str | tuple[int | str, ...] | None default `= None` A unique key for this event listener to be use...
collapse
https://gradio.app/docs/gradio/accordion
Gradio - Accordion Docs
Creates a color picker for user to select a color as string input. Can be used as an input to pass a color value to a function or as an output to display a color value.
Description
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
**Using ColorPicker as an input component.** How ColorPicker will pass its value to your function: Type: `str | None` Passes selected color value as a hex `str` into the function. Example Code import gradio as gr def predict( value: str | None ): ...
Behavior
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
Parameters ▼ value: str | Callable | None default `= None` default color hex code to provide in color picker. If a function is provided, the function will be called each time the app loads to set the initial value of this component. label: str | I18nData | None default `= None` the l...
Initialization
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
to top-level Components in Blocks where fill_height=True. min_width: int default `= 160` 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 firs...
Initialization
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
ender() function, if a component is re-rendered with the same key, these (and only these) parameters will be preserved in the UI (if they have been changed by the user or an event listener) instead of re-rendered based on the values provided during constructor.
Initialization
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
Shortcuts gradio.ColorPicker Interface String Shortcut `"colorpicker"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
color_picker
Demos
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
Description Event listeners allow you to respond to user interactions with the UI components you've defined in a Gradio Blocks app. When a user interacts with an element, such as changing a slider value or uploading an image, a function is called. Supported Event Listeners The ColorPicker component supports the foll...
Event Listeners
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
| BlockContext] | None default `= None` List of gradio.components to use as inputs. If the function takes no inputs, this should be an empty list. outputs: Component | BlockContext | list[Component | BlockContext] | Set[Component | BlockContext] | None default `= None` List of gradio.components to ...
Event Listeners
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
bool default `= True` If True, will place the request on the queue, if the queue has been enabled. If False, will not put this event on the queue, even if the queue has been enabled. If None, will use the queue setting of the gradio app. batch: bool default `= False` If True, then the function shoul...
Event Listeners
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
e()`) would not allow any submissions while an event is pending. If set to "multiple", unlimited submissions are allowed while pending, and "always_last" (default for `.change()` and `.key_up()` events) would allow a second submission after the pending event is complete. js: str | Literal[True] | None ...
Event Listeners
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
None` A unique key for this event listener to be used in @gr.render(). If set, this value identifies an event as identical across re-renders when the key is identical. validator: Callable | None default `= None` Optional validation function to run before the main function. If provided, this function ...
Event Listeners
https://gradio.app/docs/gradio/colorpicker
Gradio - Colorpicker Docs
Server is the Gradio API engine exposed on a FastAPI application (Server mode). It inherits from FastAPI, so all standard FastAPI methods (.get(), .post(), .add_middleware(), .include_router(), etc.) work directly on this instance. New methods added on top of FastAPI: api(): Decorator to register a Gradio API endpoin...
Description
https://gradio.app/docs/gradio/server
Gradio - Server Docs
from gradio import Server app = Server() @app.api(name="hello") def hello(name: str) -> str: return f"Hello {name}" @app.get("/") def root(): return {"message": "Hello World"} app.launch()
Example Usage
https://gradio.app/docs/gradio/server
Gradio - Server Docs
Parameters ▼ debug: bool default `= False` Enable debug mode for detailed error tracebacks. title: str default `= "FastAPI"` The title of the API, shown in the OpenAPI docs. summary: str | None default `= None` A short summary of the API. description...
Initialization
https://gradio.app/docs/gradio/server
Gradio - Server Docs
ault `= None` An async context manager for startup/shutdown lifecycle. terms_of_service: str | None default `= None` URL to the terms of service. contact: dict[str, Any] | None default `= None` Contact information dict for the API. license_info: dict[str, Any] | None...
Initialization
https://gradio.app/docs/gradio/server
Gradio - Server Docs
server_app
Demos
https://gradio.app/docs/gradio/server
Gradio - Server Docs
Methods
https://gradio.app/docs/gradio/server
Gradio - Server Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%20318....
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
None` concurrency_limit: int | None | Literal['default'] default `= "default"` concurrency_id: str | None default `= None` queue: bool default `= True` batch: bool default `= False` max_batch_size: int default `= 4` api...
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
-!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%203...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
debug: bool default `= False` max_threads: int default `= 40` auth: Callable[[str, str], bool] | tuple[str, str] | list[tuple[str, str]] | None default `= None` auth_message: str | None default `= None` prevent_thread_lock: bool default...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
itoring: bool | None default `= None` strict_cors: bool default `= True` node_server_name: str | None default `= None` node_port: int | None default `= None` ssr_mode: bool | None default `= None` pwa: bool | None default `= None` ...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%20318....
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
None` concurrency_limit: int | None | Literal['default'] default `= "default"` concurrency_id: str | None default `= None` queue: bool default `= True` batch: bool default `= False` max_batch_size: int default `= 4` api...
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
-!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%203...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
debug: bool default `= False` max_threads: int default `= 40` auth: Callable[[str, str], bool] | tuple[str, str] | list[tuple[str, str]] | None default `= None` auth_message: str | None default `= None` prevent_thread_lock: bool default...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
itoring: bool | None default `= None` strict_cors: bool default `= True` node_server_name: str | None default `= None` node_port: int | None default `= None` ssr_mode: bool | None default `= None` pwa: bool | None default `= None` ...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
A Gradio Interface includes a ‘Flag’ button that appears underneath the output. By default, clicking on the Flag button sends the input and output data back to the machine where the gradio demo is running, and saves it to a CSV log file. But this default behavior can be changed. To set what happens when the Flag button...
Description
https://gradio.app/docs/gradio/flagging
Gradio - Flagging Docs
A simplified implementation of the FlaggingCallback abstract class provided for illustrative purposes. Each flagged sample (both the input and output data) is logged to a CSV file on the machine running the gradio app.
Description
https://gradio.app/docs/gradio/flagging
Gradio - Flagging Docs
import gradio as gr def image_classifier(inp): return {'cat': 0.3, 'dog': 0.7} demo = gr.Interface(fn=image_classifier, inputs="image", outputs="label", flagging_callback=SimpleCSVLogger()) CSVLogger gradio.CSVLogger(···)
Example Usage
https://gradio.app/docs/gradio/flagging
Gradio - Flagging Docs
The default implementation of the FlaggingCallback abstract class in gradio>=5.0. Each flagged sample (both the input and output data) is logged to a CSV file with headers on the machine running the gradio app. Unlike ClassicCSVLogger, this implementation is concurrent-safe and it creates a new dataset file every time ...
Description
https://gradio.app/docs/gradio/flagging
Gradio - Flagging Docs
import gradio as gr def image_classifier(inp): return {'cat': 0.3, 'dog': 0.7} demo = gr.Interface(fn=image_classifier, inputs="image", outputs="label", flagging_callback=CSVLogger())
Example Usage
https://gradio.app/docs/gradio/flagging
Gradio - Flagging Docs