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Python library for easily interacting with trained machine learning models

Project description

gradio_clickabletextbox

PyPI - Version

Python library for easily interacting with trained machine learning models

Installation

pip install gradio_clickabletextbox

Usage

import gradio as gr
from gradio_clickabletextbox import ClickableTextbox

prompts = ["This is a prompt", "This is another prompt", "This is a third prompt This is a third promptThis is a third promptThis is a third promptThis is a third promptThis is a third prompt This is a third prompt This is a third prompt"
           ]
suffixes = ["This is a suffix", "This is another suffix", "This is a third suffix"
            ]
demo = gr.Interface(
    lambda x: x,
    # interactive version of your component
    ClickableTextbox(suffixes=suffixes, prompts=prompts),
    ClickableTextbox(suffixes=suffixes, prompts=prompts,),
)

if __name__ == "__main__":
    demo.launch(server_port=1234)

ClickableTextbox

Initialization

name type default description
value
str | Callable | None
None default text to provide in textarea. If callable, the function will be called whenever the app loads to set the initial value of the component.
lines
int
1 minimum number of line rows to provide in textarea.
max_lines
int
20 maximum number of line rows to provide in textarea.
placeholder
str | None
None placeholder hint to provide behind textarea.
label
str | None
None 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.
info
str | None
None additional component description.
every
float | None
None 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.
show_label
bool | None
None if True, will display label. If False, the copy button is hidden as well as well as the label.
container
bool
True If True, will place the component in a container - providing some extra padding around the border.
scale
int | None
None 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
int
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 first.
interactive
bool | None
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
True If False, component will be hidden.
elem_id
str | None
None An optional string that is assigned as the id of this component in the HTML DOM. Can be used for targeting CSS styles.
autofocus
bool
False If True, will focus on the textbox when the page loads. Use this carefully, as it can cause usability issues for sighted and non-sighted users.
autoscroll
bool
True If True, will automatically scroll to the bottom of the textbox when the value changes, unless the user scrolls up. If False, will not scroll to the bottom of the textbox when the value changes.
elem_classes
list[str] | str | None
None 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
bool
True 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
int | str | None
None 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.
type
"text" | "password" | "email"
"text" The type of textbox. One of: 'text', 'password', 'email', Default is 'text'.
text_align
"left" | "right" | None
None How to align the text in the textbox, can be: "left", "right", or None (default). If None, the alignment is left if `rtl` is False, or right if `rtl` is True. Can only be changed if `type` is "text".
rtl
bool
False If True and `type` is "text", sets the direction of the text to right-to-left (cursor appears on the left of the text). Default is False, which renders cursor on the right.
prompts
list[str]
"" None
suffixes
list[str]
"" None

Events

name description
change Triggered when the value of the ClickableTextbox 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.
input This listener is triggered when the user changes the value of the ClickableTextbox.
select Event listener for when the user selects or deselects the ClickableTextbox. Uses event data gradio.SelectData to carry value referring to the label of the ClickableTextbox, and selected to refer to state of the ClickableTextbox. See EventData documentation on how to use this event data
submit This listener is triggered when the user presses the Enter key while the ClickableTextbox is focused.
focus This listener is triggered when the ClickableTextbox is focused.
blur This listener is triggered when the ClickableTextbox is unfocused/blurred.

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 output: Is passed, passes text value as a {str} into the function.
  • As input: Should return, expects a {str} returned from function and sets textarea value to it.
def predict(
    value: str | None
) -> str | None:
    return value

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