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## Plotly Dash Tutorial
# -*- coding: utf-8 -*-
import dash
import dash_core_components as dcc
import dash_html_components as html
app = dash.Dash()
all_options = {
'America': ['New York City', 'San Francisco', 'Cincinnati'],
'Canada': [u'Montreal', 'Toronto', 'Ottawa'],
'All': ['New York City', 'San Francisco', 'Cincinnati', u'Montreal', 'Toronto', 'Ottawa']
}
city_data = {
'San Francisco': {'x': [1, 2, 3], 'y': [4, 1, 2]},
'Montreal': {'x': [1, 2, 3], 'y': [2, 4, 5]},
'New York City': {'x': [1, 2, 3], 'y': [2, 2, 7]},
'Cincinnati': {'x': [1, 2, 3], 'y': [1, 0, 2]},
'Toronto': {'x': [1, 2, 3], 'y': [4, 7, 3]},
'Ottawa': {'x': [1, 2, 3], 'y': [2, 3, 3]}
}
app.title = 'Dash Tutorial'
# Boostrap CSS.
app.css.append_css({'external_url': 'https://codepen.io/amyoshino/pen/jzXypZ.css'})
app.layout = html.Div(
html.Div([
html.Div([
html.H1(children='Hello World',
className = "nine columns"),
html.Img(
src="http://test.fulcrumanalytics.com/wp-content/uploads/2015/10/Fulcrum-logo_840X144.png",
className='three columns',
style={
'height': '14%',
'width': '14%',
'float': 'right',
'position': 'relative',
'margin-top': 20,
'margin-right': 20
},
),
html.Div(children='''
Dash: A web application framework for Python.
''',
className = 'nine columns')
], className = "row"),
html.Div(
[
html.Div(
[
html.P('Choose City:'),
dcc.Checklist(
id = 'Cities',
values=['San Francisco'],
labelStyle={'display': 'inline-block'}
),
],
className='six columns',
style={'margin-top': '10'}
),
html.Div(
[
html.P('Choose Country:'),
dcc.RadioItems(
id = 'Country',
options=[{'label': k, 'value': k} for k in all_options.keys()],
value='All',
labelStyle={'display': 'inline-block'}
),
],
className='six columns',
style={'margin-top': '10'}
)
], className="row"
),
html.Div([
html.Div([
dcc.Graph(
id='example-graph'
)
], className = 'six columns'),
html.Div([
dcc.Graph(
id='example-graph-2'
)
], className = "six columns")
], className = "row")
], className='ten columns offset-by-one')
)
@app.callback(
dash.dependencies.Output('Cities', 'options'),
[dash.dependencies.Input('Country', 'value')])
def set_cities_options(selected_country):
return [{'label': i, 'value': i} for i in all_options[selected_country]]
@app.callback(
dash.dependencies.Output('example-graph', 'figure'),
[dash.dependencies.Input('Cities', 'values')])
def update_graph_src(selector):
data = []
for city in selector:
data.append({'x': city_data[city]['x'], 'y': city_data[city]['y'],
'type': 'bar', 'name': city})
figure = {
'data': data,
'layout': {
'title': 'Graph 1',
'xaxis' : dict(
title='x Axis',
titlefont=dict(
family='Courier New, monospace',
size=20,
color='#7f7f7f'
)),
'yaxis' : dict(
title='y Axis',
titlefont=dict(
family='Helvetica, monospace',
size=20,
color='#7f7f7f'
))
}
}
return figure
@app.callback(
dash.dependencies.Output('example-graph-2', 'figure'),
[dash.dependencies.Input('Cities', 'values')])
def update_graph_src(selector):
data = []
for city in selector:
data.append({'x': city_data[city]['x'], 'y': city_data[city]['y'],
'type': 'line', 'name': city})
figure = {
'data': data,
'layout': {
'title': 'Graph 1',
'xaxis' : dict(
title='x Axis',
titlefont=dict(
family='Courier New, monospace',
size=20,
color='#7f7f7f'
)),
'yaxis' : dict(
title='y Axis',
titlefont=dict(
family='Helvetica, monospace',
size=20,
color='#7f7f7f'
))
}
}
return figure
if __name__ == '__main__':
app.run_server(debug=True)