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* changes * changes * revert changes * changes * add changeset * notebooks script * changes * changes --------- Co-authored-by: Ali Abid <aliabid94@gmail.com> Co-authored-by: gradio-pr-bot <gradio-pr-bot@users.noreply.github.com> Co-authored-by: Ali Abdalla <ali.si3luwa@gmail.com>
139 lines
3.6 KiB
Python
139 lines
3.6 KiB
Python
import gradio as gr
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import pandas as pd
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import random
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simple = pd.DataFrame(
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{
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"a": ["A", "B", "C", "D", "E", "F", "G", "H", "I"],
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"b": [28, 55, 43, 91, 81, 53, 19, 87, 52],
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}
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)
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fake_barley = pd.DataFrame(
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{
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"site": [
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random.choice(
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[
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"University Farm",
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"Waseca",
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"Morris",
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"Crookston",
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"Grand Rapids",
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"Duluth",
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]
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)
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for _ in range(120)
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],
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"yield": [random.randint(25, 75) for _ in range(120)],
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"variety": [
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random.choice(
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[
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"Manchuria",
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"Wisconsin No. 38",
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"Glabron",
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"No. 457",
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"No. 462",
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"No. 475",
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]
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)
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for _ in range(120)
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],
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"year": [
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random.choice(
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[
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"1931",
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"1932",
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]
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)
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for _ in range(120)
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],
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}
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)
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def bar_plot_fn(display):
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if display == "simple":
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return gr.BarPlot(
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simple,
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x="a",
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y="b",
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title="Simple Bar Plot with made up data",
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tooltip=["a", "b"],
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y_lim=[20, 100],
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)
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elif display == "stacked":
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return gr.BarPlot(
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fake_barley,
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x="variety",
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y="yield",
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color="site",
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title="Barley Yield Data",
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tooltip=["variety", "site"],
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)
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elif display == "grouped":
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return gr.BarPlot(
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fake_barley.astype({"year": str}),
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x="year",
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y="yield",
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color="year",
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group="site",
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title="Barley Yield by Year and Site",
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group_title="",
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tooltip=["yield", "site", "year"],
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)
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elif display == "simple-horizontal":
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return gr.BarPlot(
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simple,
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x="a",
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y="b",
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x_title="Variable A",
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y_title="Variable B",
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title="Simple Bar Plot with made up data",
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tooltip=["a", "b"],
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vertical=False,
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y_lim=[20, 100],
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)
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elif display == "stacked-horizontal":
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return gr.BarPlot(
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fake_barley,
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x="variety",
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y="yield",
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color="site",
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title="Barley Yield Data",
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vertical=False,
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tooltip=["variety", "site"],
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)
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elif display == "grouped-horizontal":
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return gr.BarPlot(
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fake_barley.astype({"year": str}),
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x="year",
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y="yield",
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color="year",
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group="site",
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title="Barley Yield by Year and Site",
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group_title="",
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tooltip=["yield", "site", "year"],
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vertical=False,
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)
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with gr.Blocks() as bar_plot:
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with gr.Row():
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with gr.Column():
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display = gr.Dropdown(
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choices=[
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"simple",
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"stacked",
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"grouped",
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"simple-horizontal",
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"stacked-horizontal",
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"grouped-horizontal",
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],
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value="simple",
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label="Type of Bar Plot",
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)
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with gr.Column():
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plot = gr.BarPlot()
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display.change(bar_plot_fn, inputs=display, outputs=plot)
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bar_plot.load(fn=bar_plot_fn, inputs=display, outputs=plot)
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bar_plot.launch()
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