Dash simple example on Django

dash_simple_example.py

from datetime import datetime as dt

from django.conf import settings
from django.conf.urls import include, url

from dash import BaseDashView, Dash
from dash.dependencies import Input, Output
import dash_core_components as dcc
import dash_html_components as html
from pandas_datareader import data as web


class DashSimpleExamppleView(BaseDashView):
    dash_name = 'dash_simple_example'

    dash = Dash()
    dash.layout = html.Div([
        dcc.Dropdown(
            id='my-dropdown',
            options=[
                {'label': 'Coke', 'value': 'COKE'},
                {'label': 'Tesla', 'value': 'TSLA'},
                {'label': 'Apple', 'value': 'AAPL'}
            ],
            value='COKE'
        ),
        dcc.Graph(id='my-graph')
    ], style={'width': '500'})

    dash.css.append_css({'external_url': 'https://codepen.io/chriddyp/pen/bWLwgP.css'})

    @staticmethod
    @dash.callback(Output('my-graph', 'figure'), [Input('my-dropdown', 'value')])
    def update_graph(selected_dropdown_value):
        df = web.DataReader(
            selected_dropdown_value,
            'yahoo',
            dt(2017, 1, 1),
            dt.now()
        )
        return {
            'data': [{
                'x': df.index,
                'y': df.Close
            }],
            'layout': {'margin': {'l': 40, 'r': 0, 't': 20, 'b': 30}}
        }


urlpatterns = [
    url(r'^dash/', include('dash.urls')),
]


if __name__ == '__main__':
    import os
    import sys

    from django.core.management import execute_from_command_line

    settings.configure(
        DEBUG=True,
        MIDDLEWARE_CLASSES = [],
        ROOT_URLCONF = os.path.splitext(os.path.basename(__file__))[0]
    )

    execute_from_command_line([sys.argv[0], 'runserver'])

install.sh

pip install -r requirements.txt
pip install dash_core_components==0.30.2 --no-deps
pip install dash_html_components==0.13.2 --no-deps

requirements.txt

Django
plotly==3.3.0
dash_renderer==0.14.1
pandas_datareader==0.7.0