Dash Core Components

Dash ships with supercharged components for interactive user interfaces.

The Dash Core Components module (dash.dcc) gives you access to many interactive components, including dropdowns, checklists, and sliders.

Import dash.dcc with:

from dash import dcc

The dcc module is part of Dash and you’ll find the source for it in the Dash GitHub repo.

Tip: In production Dash apps, we recommend using Dash Enterprise Design Kit to manage the styling and layout of Dash Core Components.

from dash import Dash, html, dcc

app = Dash(__name__)

app.layout = html.Div([
    dcc.Dropdown(['New York City', 'Montréal', 'San Francisco'], 'Montréal')
])

if __name__ == '__main__':
    app.run(debug=True)
from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.Dropdown(['New York City', 'Montréal', 'San Francisco'], 'Montréal', multi=True)
])

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

**

from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.Slider(-5, 10, 1, value=-3)
])

if __name__ == '__main__':
    app.run(debug=True)
from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.Slider(0, 9, marks={i: f'Label{i}' for i in range(10)}, value=5)
])

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

**

from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.RangeSlider(-5, 10, 1, count=1, value=[-3, 7])
])

if __name__ == '__main__':
    app.run(debug=True)
from dash import Dash, html, dcc

app = Dash(__name__)

app.layout = html.Div([
    dcc.RangeSlider(-5, 6,
        marks={i: f'Label{i}' for i in range(-5, 7)},
        value=[-3, 4]
    )
])

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

**

from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.Input(
        placeholder='Enter a value...',
        type='text',
        value=''
    )
])

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

**

from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.Textarea(
        placeholder='Enter a value...',
        value='This is a TextArea component',
        style={'width': '100%'}
    )
])

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

**

from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.Checklist(['New York City', 'Montréal', 'San Francisco'],
                  ['Montréal', 'San Francisco'])
])

if __name__ == '__main__':
    app.run(debug=True)
from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.Checklist(
        ['New York City', 'Montréal', 'San Francisco'],
        ['Montréal', 'San Francisco'],
        inline=True
    )
])

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

**

from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.RadioItems(['New York City', 'Montréal', 'San Francisco'], 'Montréal')
])

if __name__ == '__main__':
    app.run(debug=True)
from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.RadioItems(
        ['New York City', 'Montréal', 'San Francisco'],
        'Montréal',
        inline=True
    )
])

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

**

from dash import Dash, html, dcc, callback, Input, Output, State, callback

external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']

app = Dash(__name__, external_stylesheets=external_stylesheets)
app.layout = html.Div([
    html.Div(dcc.Input(id='input-box', type='text')),
    html.Button('Submit', id='button-example-1'),
    html.Div(id='output-container-button',
             children='Enter a value and press submit')
])


@callback(
    Output('output-container-button', 'children'),
    Input('button-example-1', 'n_clicks'),
    State('input-box', 'value'))
def update_output(n_clicks, value):
    return 'The input value was "{}" and the button has been clicked {} times'.format(
        value,
        n_clicks
    )


if __name__ == '__main__':
    app.run(debug=True)
Enter a value and press submit

**

from dash import Dash, dcc, html
from datetime import date

app = Dash(__name__)

app.layout = html.Div([
    dcc.DatePickerSingle(
        id='date-picker-single',
        date=date(1997, 5, 10)
    )
])

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

**

from dash import Dash, dcc, html
from datetime import date

app = Dash(__name__)

app.layout = html.Div([
    dcc.DatePickerRange(
        id='date-picker-range',
        start_date=date(1997, 5, 3),
        end_date_placeholder_text='Select a date!'
    )
])

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

**

from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.Markdown('''
        #### Dash and Markdown
        Dash supports [Markdown](http://commonmark.org/help).
        Markdown is a simple way to write and format text.
        It includes a syntax for things like **bold text** and *italics*,
        [links](http://commonmark.org/help), inline `code` snippets, lists,
        quotes, and more.
    ''')
])

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

Dash and Markdown

Dash supports Markdown.
Markdown is a simple way to write and format text.
It includes a syntax for things like bold text and italics,
links, inline code snippets, lists,
quotes, and more.

**

from dash import Dash, dcc, html, Input, Output, callback
from dash.exceptions import PreventUpdate

app = Dash(prevent_initial_callbacks=True)

app.layout = html.Div(
    [html.Button("Download Text", id="btn_txt"), dcc.Download(id="download-text-index")]
)


@callback(Output("download-text-index", "data"), Input("btn_txt", "n_clicks"))
def func(n_clicks):
    if n_clicks is None:
        raise PreventUpdate
    else:
        return dict(content="Hello world!", filename="hello.txt")


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

**

from dash import Dash, dcc, html, Input, Output, callback

external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']

app = Dash(__name__, external_stylesheets=external_stylesheets)

app.layout = html.Div([
    dcc.Tabs(id="tabs", value='tab-1', children=[
        dcc.Tab(label='Tab one', value='tab-1'),
        dcc.Tab(label='Tab two', value='tab-2'),
    ]),
    html.Div(id='tabs-content')
])

@callback(Output('tabs-content', 'children'),
              Input('tabs', 'value'))
def render_content(tab):
    if tab == 'tab-1':
        return html.Div([
            html.H3('Tab content 1')
        ])
    elif tab == 'tab-2':
        return html.Div([
            html.H3('Tab content 2')
        ])


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

**

from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.Graph(
        figure=dict(
            data=[
                dict(
                    x=[1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003,
                    2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012],
                    y=[219, 146, 112, 127, 124, 180, 236, 207, 236, 263,
                    350, 430, 474, 526, 488, 537, 500, 439],
                    name='Rest of world',
                    marker=dict(
                        color='rgb(55, 83, 109)'
                    )
                ),
                dict(
                    x=[1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003,
                    2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012],
                    y=[16, 13, 10, 11, 28, 37, 43, 55, 56, 88, 105, 156, 270,
                    299, 340, 403, 549, 499],
                    name='China',
                    marker=dict(
                        color='rgb(26, 118, 255)'
                    )
                )
            ],
            layout=dict(
                title='US Export of Plastic Scrap',
                showlegend=True,
                legend=dict(
                    x=0,
                    y=1.0
                ),
                margin=dict(l=40, r=0, t=40, b=30)
            )
        ),
        style={'height': 300},
        id='my-graph-example'
    )
])

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

**

from operator import imod
from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.ConfirmDialog(
        id='confirm',
        message='Danger danger! Are you sure you want to continue?'
    )
])

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

**

from dash import Dash, dcc, html

app = Dash(__name__)

app.layout = html.Div([
    dcc.ConfirmDialogProvider(
        children=html.Button(
            'Click Me',
        ),
        id='danger-danger',
        message='Danger danger! Are you sure you want to continue?'
    )
])

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

**

from dash import Dash, dcc, html, Input, Output, State, callback
import time

app = Dash(__name__)

app.layout = html.Div([
    dcc.Store(id='my-store'),
    dcc.RadioItems(['NYC', 'MTL', 'SF'], 'NYC', id='my-store-input'),
    html.Div(id='current-store')
])

@callback(
    Output('my-store', 'data'),
    Input('my-store-input', 'value')
)
def update_store(value):
    return value

@callback(
    Output('current-store', 'children'),
    Input('my-store', 'modified_timestamp'),
    State('my-store', 'data')
)
def display_store_info(timestamp, data):
    return f"The store currently contains {data} and the modified timestamp is {timestamp}"

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

The store must be used with callbacks

**

from dash import Dash, dcc, html, Input, Output, callback
import time

app = Dash(__name__)

app.layout = html.Div(
    [
        dcc.RadioItems(
            ["Montreal", "New York", "London"], "London", id="loading-demo-dropdown"
        ),
        dcc.Loading([html.Div(id="loading-demo")]),
    ]
)

@callback(Output("loading-demo", "children"), Input("loading-demo-dropdown", "value"))
def update_loading_div(value):
    time.sleep(2)
    return f"You selected {value}"

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

**