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README.md

@@ -1,12 +1,11 @@
+
 ---
-title: Bar Plot
-emoji: 📊
+title: bar_plot 
+emoji: 🔥
 colorFrom: indigo
-colorTo: green
+colorTo: indigo
 sdk: gradio
 sdk_version: 3.36.0
-app_file: app.py
+app_file: run.py
 pinned: false
 ---
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

requirements.txt

@@ -0,0 +1 @@
+pandas

run.ipynb

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+{"cells": [{"cell_type": "markdown", "id": 302934307671667531413257853548643485645, "metadata": {}, "source": ["# Gradio Demo: bar_plot"]}, {"cell_type": "code", "execution_count": null, "id": 272996653310673477252411125948039410165, "metadata": {}, "outputs": [], "source": ["!pip install -q gradio pandas"]}, {"cell_type": "code", "execution_count": null, "id": 288918539441861185822528903084949547379, "metadata": {}, "outputs": [], "source": ["import gradio as gr\n", "import pandas as pd\n", "import random\n", "\n", "simple = pd.DataFrame(\n", "    {\n", "        \"a\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\", \"H\", \"I\"],\n", "        \"b\": [28, 55, 43, 91, 81, 53, 19, 87, 52],\n", "    }\n", ")\n", "\n", "fake_barley = pd.DataFrame(\n", "    {\n", "        \"site\": [\n", "            random.choice(\n", "                [\n", "                    \"University Farm\",\n", "                    \"Waseca\",\n", "                    \"Morris\",\n", "                    \"Crookston\",\n", "                    \"Grand Rapids\",\n", "                    \"Duluth\",\n", "                ]\n", "            )\n", "            for _ in range(120)\n", "        ],\n", "        \"yield\": [random.randint(25, 75) for _ in range(120)],\n", "        \"variety\": [\n", "            random.choice(\n", "                [\n", "                    \"Manchuria\",\n", "                    \"Wisconsin No. 38\",\n", "                    \"Glabron\",\n", "                    \"No. 457\",\n", "                    \"No. 462\",\n", "                    \"No. 475\",\n", "                ]\n", "            )\n", "            for _ in range(120)\n", "        ],\n", "        \"year\": [\n", "            random.choice(\n", "                [\n", "                    \"1931\",\n", "                    \"1932\",\n", "                ]\n", "            )\n", "            for _ in range(120)\n", "        ],\n", "    }\n", ")\n", "\n", "\n", "def bar_plot_fn(display):\n", "    if display == \"simple\":\n", "        return gr.BarPlot.update(\n", "            simple,\n", "            x=\"a\",\n", "            y=\"b\",\n", "            title=\"Simple Bar Plot with made up data\",\n", "            tooltip=[\"a\", \"b\"],\n", "            y_lim=[20, 100],\n", "        )\n", "    elif display == \"stacked\":\n", "        return gr.BarPlot.update(\n", "            fake_barley,\n", "            x=\"variety\",\n", "            y=\"yield\",\n", "            color=\"site\",\n", "            title=\"Barley Yield Data\",\n", "            tooltip=[\"variety\", \"site\"],\n", "        )\n", "    elif display == \"grouped\":\n", "        return gr.BarPlot.update(\n", "            fake_barley.astype({\"year\": str}),\n", "            x=\"year\",\n", "            y=\"yield\",\n", "            color=\"year\",\n", "            group=\"site\",\n", "            title=\"Barley Yield by Year and Site\",\n", "            group_title=\"\",\n", "            tooltip=[\"yield\", \"site\", \"year\"],\n", "        )\n", "    elif display == \"simple-horizontal\":\n", "        return gr.BarPlot.update(\n", "            simple,\n", "            x=\"a\",\n", "            y=\"b\",\n", "            x_title=\"Variable A\",\n", "            y_title=\"Variable B\",\n", "            title=\"Simple Bar Plot with made up data\",\n", "            tooltip=[\"a\", \"b\"],\n", "            vertical=False,\n", "            y_lim=[20, 100],\n", "        )\n", "    elif display == \"stacked-horizontal\":\n", "        return gr.BarPlot.update(\n", "            fake_barley,\n", "            x=\"variety\",\n", "            y=\"yield\",\n", "            color=\"site\",\n", "            title=\"Barley Yield Data\",\n", "            vertical=False,\n", "            tooltip=[\"variety\", \"site\"],\n", "        )\n", "    elif display == \"grouped-horizontal\":\n", "        return gr.BarPlot.update(\n", "            fake_barley.astype({\"year\": str}),\n", "            x=\"year\",\n", "            y=\"yield\",\n", "            color=\"year\",\n", "            group=\"site\",\n", "            title=\"Barley Yield by Year and Site\",\n", "            group_title=\"\",\n", "            tooltip=[\"yield\", \"site\", \"year\"],\n", "            vertical=False,\n", "        )\n", "\n", "\n", "with gr.Blocks() as bar_plot:\n", "    with gr.Row():\n", "        with gr.Column():\n", "            display = gr.Dropdown(\n", "                choices=[\n", "                    \"simple\",\n", "                    \"stacked\",\n", "                    \"grouped\",\n", "                    \"simple-horizontal\",\n", "                    \"stacked-horizontal\",\n", "                    \"grouped-horizontal\",\n", "                ],\n", "                value=\"simple\",\n", "                label=\"Type of Bar Plot\",\n", "            )\n", "        with gr.Column():\n", "            plot = gr.BarPlot()\n", "    display.change(bar_plot_fn, inputs=display, outputs=plot)\n", "    bar_plot.load(fn=bar_plot_fn, inputs=display, outputs=plot)\n", "\n", "bar_plot.launch()\n"]}], "metadata": {}, "nbformat": 4, "nbformat_minor": 5}

run.py

@@ -0,0 +1,140 @@
+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.update(
+            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.update(
+            fake_barley,
+            x="variety",
+            y="yield",
+            color="site",
+            title="Barley Yield Data",
+            tooltip=["variety", "site"],
+        )
+    elif display == "grouped":
+        return gr.BarPlot.update(
+            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.update(
+            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.update(
+            fake_barley,
+            x="variety",
+            y="yield",
+            color="site",
+            title="Barley Yield Data",
+            vertical=False,
+            tooltip=["variety", "site"],
+        )
+    elif display == "grouped-horizontal":
+        return gr.BarPlot.update(
+            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()