Introducing Gradio Clients

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LinePlot

gradio.LinePlot(···)
import gradio as gr import pandas as pd import numpy as np simple = pd.DataFrame(np.array( [ [1, 28], [2, 55], [3, 43], [4, 91], [5, 81], [6, 53], [7, 19], [8, 87], [9, 52], ] ), columns=["week", "price"]) with gr.Blocks() as demo: gr.LinePlot( value=simple, x="week", y="price", title="Stock Price Chart", container=True, width=400 ) demo.launch() pandas numpy

Description

Creates a line plot component to display data from a pandas DataFrame.

Behavior

As input component: The data to display in a line plot.

Your function should accept one of these types:
def predict(
	value: AltairPlotData | None
)
	...

As output component: Expects a pandas DataFrame containing the data to display in the line plot. The DataFrame should contain at least two columns, one for the x-axis (corresponding to this component's x argument) and one for the y-axis (corresponding to y).

Your function should return one of these types:
def predict(···) -> pd.DataFrame | dict | None
	...	
	return value

Initialization

Parameters

Shortcuts

Class Interface String Shortcut Initialization

gradio.LinePlot

"lineplot"

 Uses default values

Demos

import gradio as gr from scatter_plot_demo import scatter_plots from line_plot_demo import line_plots from bar_plot_demo import bar_plots with gr.Blocks() as demo: with gr.Tabs(): with gr.TabItem("Line Plot"): line_plots.render() with gr.TabItem("Scatter Plot"): scatter_plots.render() with gr.TabItem("Bar Plot"): bar_plots.render() if __name__ == "__main__": demo.launch()

Event Listeners

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 LinePlot component supports the following event listeners. Each event listener takes the same parameters, which are listed in the Event Parameters table below.

Listener Description

LinePlot.select(fn, ···)

Event listener for when the user selects or deselects the NativePlot. Uses event data gradio.SelectData to carry value referring to the label of the NativePlot, and selected to refer to state of the NativePlot. See EventData documentation on how to use this event data

Event Parameters

Parameters
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