Skip to content

Latest commit

 

History

History
115 lines (85 loc) · 2.19 KB

tutorial.md

File metadata and controls

115 lines (85 loc) · 2.19 KB

Flask Bokeh Basics

Getting Started

Create a new Flask project:

$ mkdir flask-bokeh-example && cd flask-bokeh-example

Create and activate a new virtual environment:

$ python3 -m venv env
$ source env/bin/activate

Install Flask:

$ pip install flask==0.12.2

Add an app.py file:

from flask import Flask, render_template


app = Flask(__name__)


@app.route('/')
def index():
    return 'Hello, World!'


if __name__ == '__main__':
    app.run(debug=True)

Run the server. Navigate to http://localhost:5000/ in your browser to ensure all is well. Kill the server once done.

Adding Bokeh

Install:

$ pip install bokeh==0.12.6

Add the imports:

from bokeh.embed import components
from bokeh.plotting import figure
from bokeh.resources import INLINE
from bokeh.util.string import encode_utf8

Add a new route handler:

@app.route('/bokeh')
def bokeh():

    # init a basic bar chart:
    # http://bokeh.pydata.org/en/latest/docs/user_guide/plotting.html#bars
    fig = figure(plot_width=600, plot_height=600)
    fig.vbar(
        x=[1, 2, 3, 4],
        width=0.5,
        bottom=0,
        top=[1.7, 2.2, 4.6, 3.9],
        color='navy'
    )

    # grab the static resources
    js_resources = INLINE.render_js()
    css_resources = INLINE.render_css()

    # render template
    script, div = components(fig)
    html = render_template(
        'index.html',
        plot_script=script,
        plot_div=div,
        js_resources=js_resources,
        css_resources=css_resources,
    )
    return encode_utf8(html)

Add a "templates" folder to the project root, and then add an index.html file to that folder:

<!doctype html>
<html lang="en">
  <head>
    <meta charset="utf-8">
    <meta http-equiv="content-type" content="text/html; charset=utf-8">
    <title>Embed Demo</title>
    {{ js_resources|indent(4)|safe }}
    {{ css_resources|indent(4)|safe }}
    {{ plot_script|indent(4)|safe }}
  </head>
  <body>
    {{ plot_div|indent(4)|safe }}
  </body>
</html>

Sanity Check

Run the server. Navigate to http://localhost:5000/bokeh. You should see the chart.