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I have an existing Flask app, and I want to have a route to
another app
. More concretely, the second app is a
Plotly Dash
app. How can I run my Dash app within my existing Flask app?
@app.route('/plotly_dashboard')
def render_dashboard():
# go to dash app
I also tried adding a route to the Dash instance, since it's a Flask app, but I get the error:
AttributeError: 'Dash' object has no attribute 'route'
The underlying Flask app is available at app.server
.
import dash
app = dash.Dash(__name__)
server = app.server
You can also pass your own Flask app instance into Dash:
import flask
server = flask.Flask(__name__)
app = dash.Dash(__name__, server=server)
Now that you have the Flask instance, you can add whatever routes and other functionality you need.
@server.route('/hello')
def hello():
return 'Hello, World!'
To the more general question "how can I serve two Flask instances next to each other", assuming you don't end up using one instance as in the above Dash answer, you would use DispatcherMiddleware
to mount both applications.
dash_app = Dash(__name__)
flask_app = Flask(__name__)
application = DispatcherMiddleware(flask_app, {'/dash': dash_app.server})
app_flask = flask.Flask(__name__)
app_dash = dash.Dash(__name__, server=app_flask, url_base_pathname='/pathname')
Now you can redirect to your Plotly Dashboard app under any Flask routes you want.
@app_flask.route('/plotly_dashboard')
def render_dashboard():
return flask.redirect('/pathname')
–
from werkzeug.wsgi import DispatcherMiddleware
import flask
from werkzeug.serving import run_simple
import dash_html_components as html
server = flask.Flask(__name__)
dash_app1 = Dash(__name__, server = server, url_base_pathname='/dashboard' )
dash_app2 = Dash(__name__, server = server, url_base_pathname='/reports')
dash_app1.layout = html.Div([html.H1('Hi there, I am app1 for dashboards')])
dash_app2.layout = html.Div([html.H1('Hi there, I am app2 for reports')])
@server.route('/')
@server.route('/hello')
def hello():
return 'hello world!'
@server.route('/dashboard')
def render_dashboard():
return flask.redirect('/dash1')
@server.route('/reports')
def render_reports():
return flask.redirect('/dash2')
app = DispatcherMiddleware(server, {
'/dash1': dash_app1.server,
'/dash2': dash_app2.server
run_simple('0.0.0.0', 8080, app, use_reloader=True, use_debugger=True)
–
–
–
–
–
server = flask.Flask(__name__)
app = Dash(__name__, server=server, url_base_pathname='/ATM_Data_Anlaysis/')
app.layout = html.Div([html.H1('This Is head',style={'textAlign':'center'})])
@server.route("/dash")
def MyDashApp():
return app.index()
if __name__ == '__main__':
app.run_server(debug=True)
–
To solve this issue, here is what I did and was successful. This should be documented in official DASH documentation
####################################
import dash_core_components as dcc
import dash_html_components as html
from dash import Dash
from dash.dependencies import Input, State, Output
from flask import Flask, flash, redirect, render_template, request, session, abort, url_for, json, make_response
url_router=''
@application.route("/view_tables", methods=['GET','POST'])
def view_tabales:
# Logic for displaying dashboard using Dash
server.layout = html.Div(
children=[
#division for graph 1
html.Div([html.H1(children='Capital Charge'),],className='text-center'),
html.Div([html.Div([html.H3(children='''Correlation for assets'''),],className='text-primary'),
# define the graph
dcc.Graph(
id='Delta-graph',
figure={
'data': [
{'x': df_delta['Correlation_Level'],
'y': df_delta['Capital_Charge'],
'type': 'bar',
'name': 'Delta',
#'domain': {'x': [0, .48],'y': [0, .49]},
# sizes the graph
'layout': {
'title': 'Delta','margin': {'l': 10, 'r': 0, 't': 30, 'b': 10},
"height":300,
)],className='col-md-4'),
url_router = 'Dash(__name__,server=application, url_base_pathname="/dash")'
Then you can control which dashboard it is headed from inside flask
if url_router !='':
server = url_router
server.layout = html.Div(children = [html.H1(children = ' MEP dashboard - error 404')])
# run the app.
if __name__ == "__main__":
# Setting debug to True enables debug output. This line should be
# removed before deploying a production app.
server.secret_key = os.urandom(12)
server.run_server(debug=True,port=5000)
you can create different functions with different graphs between the Flask code and keep calling the code in dash
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