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Make use of JupyterLab mimetype renderers
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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": { | ||
"tags": [] | ||
}, | ||
"source": [ | ||
"## Serving a Bokeh application in Voila" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"import yaml\n", | ||
"import os\n", | ||
"\n", | ||
"from bokeh.layouts import column\n", | ||
"from bokeh.models import ColumnDataSource, Slider\n", | ||
"from bokeh.plotting import figure\n", | ||
"from bokeh.themes import Theme\n", | ||
"from bokeh.io import show, output_notebook\n", | ||
"\n", | ||
"from bokeh.sampledata.sea_surface_temperature import sea_surface_temperature\n", | ||
"\n", | ||
"output_notebook()" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"Serving a Bokeh app in Voila is the same as serving it in JupyterLab, see https://docs.bokeh.org/en/latest/docs/user_guide/output/jupyter.html#jupyterlab" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"def bkapp(doc):\n", | ||
" df = sea_surface_temperature.copy()\n", | ||
" source = ColumnDataSource(data=df)\n", | ||
"\n", | ||
" plot = figure(x_axis_type='datetime', y_range=(0, 25),\n", | ||
" y_axis_label='Temperature (Celsius)',\n", | ||
" title=\"Sea Surface Temperature at 43.18, -70.43\")\n", | ||
" plot.line('time', 'temperature', source=source)\n", | ||
"\n", | ||
" def callback(attr, old, new):\n", | ||
" if new == 0:\n", | ||
" data = df\n", | ||
" else:\n", | ||
" data = df.rolling('{0}D'.format(new)).mean()\n", | ||
" source.data = ColumnDataSource.from_df(data)\n", | ||
"\n", | ||
" slider = Slider(start=0, end=30, value=0, step=1, title=\"Smoothing by N Days\")\n", | ||
" slider.on_change('value', callback)\n", | ||
"\n", | ||
" doc.add_root(column(slider, plot))\n", | ||
"\n", | ||
" doc.theme = Theme(json=yaml.load(\"\"\"\n", | ||
" attrs:\n", | ||
" Figure:\n", | ||
" background_fill_color: \"#DDDDDD\"\n", | ||
" outline_line_color: white\n", | ||
" toolbar_location: above\n", | ||
" height: 500\n", | ||
" width: 800\n", | ||
" Grid:\n", | ||
" grid_line_dash: [6, 4]\n", | ||
" grid_line_color: white\n", | ||
" \"\"\", Loader=yaml.FullLoader))" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"**Note**: You need to specify the Voila URL to Bokeh, by passing it to the `show` method:\n", | ||
"\n", | ||
"```python\n", | ||
"import os\n", | ||
"from urllib.parse import urlparse\n", | ||
"\n", | ||
"url = urlparse(os.environ.get(\"VOILA_SERVER_URL\"))\n", | ||
"\n", | ||
"show(bkapp, notebook_url=f\"{url.scheme}://{url.netloc}\")\n", | ||
"```" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"import os\n", | ||
"from urllib.parse import urlparse\n", | ||
"\n", | ||
"url = urlparse(os.environ.get(\"VOILA_SERVER_URL\"))\n", | ||
"\n", | ||
"show(bkapp, notebook_url=f\"{url.scheme}://{url.netloc}\")" | ||
] | ||
} | ||
], | ||
"metadata": { | ||
"anaconda-cloud": {}, | ||
"kernelspec": { | ||
"display_name": "Python 3 (ipykernel)", | ||
"language": "python", | ||
"name": "python3" | ||
}, | ||
"language_info": { | ||
"codemirror_mode": { | ||
"name": "ipython", | ||
"version": 3 | ||
}, | ||
"file_extension": ".py", | ||
"mimetype": "text/x-python", | ||
"name": "python", | ||
"nbconvert_exporter": "python", | ||
"pygments_lexer": "ipython3", | ||
"version": "3.11.0" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 4 | ||
} |
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