import gradio as gr import pandas as pd import random simple = pd.DataFrame( { "a": ["A", "B", "C", "D", "E", "F", "G", "H", "I"], "b": [28, 55, 43, 91, 81, 53, 19, 87, 52], } ) fake_barley = pd.DataFrame( { "site": [ random.choice( [ "University Farm", "Waseca", "Morris", "Crookston", "Grand Rapids", "Duluth", ] ) for _ in range(120) ], "yield": [random.randint(25, 75) for _ in range(120)], "variety": [ random.choice( [ "Manchuria", "Wisconsin No. 38", "Glabron", "No. 457", "No. 462", "No. 475", ] ) for _ in range(120) ], "year": [ random.choice( [ "1931", "1932", ] ) for _ in range(120) ], } ) def bar_plot_fn(display): if display == "simple": return gr.BarPlot( simple, x="a", y="b", title="Simple Bar Plot with made up data", tooltip=["a", "b"], y_lim=[20, 100], ) elif display == "stacked": return gr.BarPlot( fake_barley, x="variety", y="yield", color="site", title="Barley Yield Data", tooltip=["variety", "site"], ) elif display == "grouped": return gr.BarPlot( fake_barley.astype({"year": str}), x="year", y="yield", color="year", group="site", title="Barley Yield by Year and Site", group_title="", tooltip=["yield", "site", "year"], ) elif display == "simple-horizontal": return gr.BarPlot( simple, x="a", y="b", x_title="Variable A", y_title="Variable B", title="Simple Bar Plot with made up data", tooltip=["a", "b"], vertical=False, y_lim=[20, 100], ) elif display == "stacked-horizontal": return gr.BarPlot( fake_barley, x="variety", y="yield", color="site", title="Barley Yield Data", vertical=False, tooltip=["variety", "site"], ) elif display == "grouped-horizontal": return gr.BarPlot( fake_barley.astype({"year": str}), x="year", y="yield", color="year", group="site", title="Barley Yield by Year and Site", group_title="", tooltip=["yield", "site", "year"], vertical=False, ) with gr.Blocks() as bar_plot: with gr.Row(): with gr.Column(): display = gr.Dropdown( choices=[ "simple", "stacked", "grouped", "simple-horizontal", "stacked-horizontal", "grouped-horizontal", ], value="simple", label="Type of Bar Plot", ) with gr.Column(): plot = gr.BarPlot() display.change(bar_plot_fn, inputs=display, outputs=plot) bar_plot.load(fn=bar_plot_fn, inputs=display, outputs=plot) bar_plot.launch()

@gradio/imageeditor

`@gradio/imageeditor`