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the labels of components or Markdown strings). This feature can only be used to translate static text in the frontend, not values in the backend. theme: Theme | str | None default `= None` A Theme object or a string representing a theme. If a string, will look for a built-in theme with that name (e.g....
launch
https://gradio.app/docs/gradio/interface
Gradio - Interface 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....
load
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
%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.%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%203...
load
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
prediction function. Each parameter of the function corresponds 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[Compo...
load
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
shows the runtime display, "hidden" shows no progress animation 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. que...
load
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
ponents .click method. Functions that have not yet run (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 `.c...
load
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
nted" (hidden from API docs but callable by clients and 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...
load
https://gradio.app/docs/gradio/interface
Gradio - Interface 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....
from_pipeline
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
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.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5...
from_pipeline
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
/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.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%207...
from_pipeline
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
ne object to use.
from_pipeline
https://gradio.app/docs/gradio/interface
Gradio - Interface 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....
integrate
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
e%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...
integrate
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
ype | None default `= None` If the wandb module is provided, will integrate with it and appear on WandB dashboard mlflow: ModuleType | None default `= None` If the mlflow module is provided, will integrate with the experiment and appear on ML Flow dashboard
integrate
https://gradio.app/docs/gradio/interface
Gradio - Interface 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....
queue
https://gradio.app/docs/gradio/interface
Gradio - Interface 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%2...
queue
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
ro%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%20318.3L391.3%20319.9C381%...
queue
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
send status at regular intervals set by this parameter as the number of seconds. api_open: bool | None default `= None` If True, the REST routes of the backend will be open, allowing requests made directly to those endpoints to skip the queue. max_size: int | None default `= None` T...
queue
https://gradio.app/docs/gradio/interface
Gradio - Interface 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/interface
Gradio - Interface 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%...
launch
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
2'%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.%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%2...
launch
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
pp inline in an iframe. Defaults to True in python notebooks; False otherwise. inbrowser: bool default `= False` whether to automatically launch the gradio app in a new tab on the default browser. share: bool | None default `= None` whether to create a publicly shareable link for the...
launch
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
an alert modal and printed in the browser console log. They will also be displayed in the alert modal of downstream apps that gr.load() this app. server_name: str | None default `= None` to make app accessible on local network, set this to "0.0.0.0". Can be set by environment variable GRADIO_SERVER_NA...
launch
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
inks: list[Literal['api', 'gradio', 'settings', 'runs'] | dict[str, str]] | None default `= None` The links to display in the footer of the app. Accepts a list, where each element of the list must be one of "api", "gradio", "settings", or "runs" corresponding to the API docs, "built with Gradio", the settings page, a...
launch
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
of your app are not allowed to access). Must be absolute paths. Warning: takes precedence over `allowed_paths` and all other directories exposed by Gradio by default. Can be set by comma separated environment variable GRADIO_BLOCKED_PATHS. root_path: str | None default `= None` The root path (or "moun...
launch
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
protocol to use for the share links. Defaults to "https", unless a custom share_server_address is provided, in which case it defaults to "http". If you are using a custom share_server_address and want to use https, you must set this to "https". share_server_tls_certificate: str | None default `= None`...
launch
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
dio server running on localhost. If False, allows requests to localhost that originate from localhost but also, crucially, from "null". This parameter should normally be True to prevent CSRF attacks but may need to be False when embedding a *locally-running Gradio app* using web components. node_server_...
launch
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
the labels of components or Markdown strings). This feature can only be used to translate static text in the frontend, not values in the backend. theme: Theme | str | None default `= None` A Theme object or a string representing a theme. If a string, will look for a built-in theme with that name (e.g....
launch
https://gradio.app/docs/gradio/interface
Gradio - Interface 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....
load
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
%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.%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%203...
load
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
prediction function. Each parameter of the function corresponds 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[Compo...
load
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
shows the runtime display, "hidden" shows no progress animation 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. que...
load
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
ponents .click method. Functions that have not yet run (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 `.c...
load
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
nted" (hidden from API docs but callable by clients and 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...
load
https://gradio.app/docs/gradio/interface
Gradio - Interface 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....
from_pipeline
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
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.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5...
from_pipeline
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
/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.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%207...
from_pipeline
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
ne object to use.
from_pipeline
https://gradio.app/docs/gradio/interface
Gradio - Interface 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....
integrate
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
e%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...
integrate
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
ype | None default `= None` If the wandb module is provided, will integrate with it and appear on WandB dashboard mlflow: ModuleType | None default `= None` If the mlflow module is provided, will integrate with the experiment and appear on ML Flow dashboard
integrate
https://gradio.app/docs/gradio/interface
Gradio - Interface 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....
queue
https://gradio.app/docs/gradio/interface
Gradio - Interface 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%2...
queue
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
ro%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%20318.3L391.3%20319.9C381%...
queue
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
send status at regular intervals set by this parameter as the number of seconds. api_open: bool | None default `= None` If True, the REST routes of the backend will be open, allowing requests made directly to those endpoints to skip the queue. max_size: int | None default `= None` T...
queue
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
Creates a textarea for users to enter string input or display string output and also allows for the uploading of multimedia files.
Description
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
**Using MultimodalTextbox as an input component.** How MultimodalTextbox will pass its value to your function: Type: `MultimodalValue | None` Passes text value and list of file(s) as a `dict` into the function. Example Code import gradio as gr def predict( value:...
Behavior
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
Parameters ▼ value: str | dict[str, str | list] | Callable | None default `= None` Default value to show in MultimodalTextbox. A string value, or a dictionary of the form {"text": "sample text", "files": [{path: "files/file.jpg", orig_name: "file.jpg", url: "http://image_url.jpg", size: 100}]}. If a f...
Initialization
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
e` the label for this component, displayed above the component if `show_label` is `True` 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 corresponds to. info: str | I18nD...
Initialization
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
ected first. interactive: bool | None default `= None` if True, will be rendered as an editable textbox; if False, editing will be disabled. If not provided, this is inferred based on whether the component is used as an input or output. visible: bool | Literal['hidden'] default `= Tru...
Initialization
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
erved_by_key: list[str] | str | None default `= "value"` A list of parameters from this component's constructor. Inside a gr.render() 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) in...
Initialization
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
Shortcuts gradio.MultimodalTextbox Interface String Shortcut `"multimodaltextbox"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
chatbot_multimodal
Demos
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox 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 MultimodalTextbox component supports th...
Event Listeners
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
d of the media playing in the MultimodalTextbox. Event Parameters Parameters ▼ fn: Callable | None | Literal['decorator'] default `= "decorator"` the function to call when this event is triggered. Often a machine learning model's prediction function. Each parameter of the function corresponds to one...
Event Listeners
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
ss: Literal['full', 'minimal', 'hidden'] default `= "full"` how to show the progress animation while event is running: "full" shows a spinner which covers the output component area as well as a runtime display in the upper right corner, "minimal" only shows the runtime display, "hidden" shows no progress animation at...
Event Listeners
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
dict[str, Any] | list[dict[str, Any]] | None default `= None` A list of other events to cancel when this listener is triggered. For example, setting cancels=[click_event] will cancel the click_event, where click_event is the return value of another components .click method. Functions that have not yet run (or generat...
Event Listeners
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
'undocumented'] default `= "public"` controls the visibility and accessibility of this endpoint. Can be "public" (shown in API docs and callable by clients), "private" (hidden from API docs and not callable by the Gradio client libraries), or "undocumented" (hidden from API docs but callable by clients and via gr.loa...
Event Listeners
https://gradio.app/docs/gradio/multimodaltextbox
Gradio - Multimodaltextbox Docs
Sidebar is a collapsible panel that renders child components on the left side of the screen within a Blocks layout.
Description
https://gradio.app/docs/gradio/sidebar
Gradio - Sidebar Docs
with gr.Blocks() as demo: with gr.Sidebar(): gr.Textbox() gr.Button()
Example Usage
https://gradio.app/docs/gradio/sidebar
Gradio - Sidebar Docs
Parameters ▼ label: str | I18nData | None default `= None` name of the sidebar. Not displayed to the user. open: bool default `= True` if True, sidebar is open by default. visible: bool | Literal['hidden'] default `= True` elem_id: str | None default...
Initialization
https://gradio.app/docs/gradio/sidebar
Gradio - Sidebar Docs
Methods
https://gradio.app/docs/gradio/sidebar
Gradio - Sidebar 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/sidebar
Gradio - Sidebar 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%20...
expand
https://gradio.app/docs/gradio/sidebar
Gradio - Sidebar Docs
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 gradio.co...
expand
https://gradio.app/docs/gradio/sidebar
Gradio - Sidebar Docs
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 on t...
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ators 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 pend...
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oad). 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 in @g...
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![](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....
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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%...
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nds 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 gradio...
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on 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 o...
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nerators 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 p...
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r.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 in...
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![](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....
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--!%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%20...
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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 gradio.co...
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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 on t...
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ators 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 pend...
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oad). 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 in @g...
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![](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....
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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%...
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nds 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 gradio...
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on 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 o...
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nerators 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 p...
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r.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 in...
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Creates a scatter plot component to display data from a pandas DataFrame.
Description
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
**Using ScatterPlot as an input component.** How ScatterPlot will pass its value to your function: Type: `PlotData | None` The data to display in a line plot. Example Code import gradio as gr def predict( value: PlotData | None ): process valu...
Behavior
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
Parameters ▼ value: pd.DataFrame | Callable | None default `= None` The pandas dataframe containing the data to display in the plot. x: str | None default `= None` Column corresponding to the x axis. Column can be numeric, datetime, or string/category. y: str | None ...
Initialization
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
ne` List containing column names of the series to show in the legend. By default, all series are shown. x_lim: list[float | None] | None default `= None` A tuple or list containing the limits for the x-axis, specified as [x_min, x_max]. To fix only one of these values, set the other to None, e.g. [0,...
Initialization
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
", "-x", "-y", or list of strings that represent the order of the categories. tooltip: Literal['axis', 'none', 'all'] | list[str] default `= "axis"` The tooltip to display when hovering on a point. "axis" shows the values for the axis columns, "all" shows all column values, and "none" shows no tooltip...
Initialization
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
uts: Component | list[Component] | Set[Component] | None default `= None` Components that are used as inputs to calculate `value` if `value` is a function (has no effect otherwise). `value` is recalculated any time the inputs change. visible: bool | Literal['hidden'] default `= True` Whether the plo...
Initialization
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
-render. preserved_by_key: list[str] | str | None default `= "value"` A list of parameters from this component's constructor. Inside a gr.render() 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 ...
Initialization
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
`gr.LinePlot`, `gr.ScatterPlot`, and `gr.BarPlot` all share the same API. Here is a summary of the most important features. For full details and live demos, see the [Creating Plots](/guides/creating-plots) and [Time Plots](/guides/time-plots) guides. **Basic Usage with a DataFrame** Pass a `pd.DataFrame` as the value...
Key Concepts
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
gr.ScatterPlot(df, x="weight", y="height") @plot.select def zoom(selection: gr.SelectData): return gr.ScatterPlot(x_lim=[selection.index[0], selection.index[1]]) plot.double_click(lambda: gr.ScatterPlot(x_lim=None), outputs=plot) **Realtime Data** Use `gr.Timer` to keep ...
Key Concepts
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
Shortcuts gradio.ScatterPlot Interface String Shortcut `"scatterplot"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
scatter_plot_demo
Demos
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot 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 ScatterPlot component supports the foll...
Event Listeners
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
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 use as outputs. If the function returns no outp...
Event Listeners
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
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 should process a batch of inputs, meaning that it sh...
Event Listeners
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs