The dash module

import dash

Used in the IDs of pattern-matching callback definitions, ALL
matches every component with the corresponding key in its ID, and
invokes the callback once with all items together in a list.

Used in the IDs of Input and State items in pattern-matching
callback definitions. You must use MATCH on the same key of an
Output, then ALLSMALLER matches every component with a value
smaller than that of the MATCH.

Manage background execution of callbacks with a celery queue.

(No docstring available)

Dash is a framework for building analytical web applications.
No JavaScript required.

If a parameter can be set by an environment variable, that is listed as:
env: DASH_****
Values provided here take precedence over environment variables.

name

The name Flask should use for your app. Even if you provide
your own server, name will be used to help find assets.
Typically __name__ (the magic global var, not a string) is the
best value to use. Default '__main__', env: DASH_APP_NAME

type: string

server

Sets the Flask server for your app. There are three options:
True (default): Dash will create a new server
False: The server will be added later via app.init_app(server)
where server is a flask.Flask instance.
flask.Flask: use this pre-existing Flask server.

type: boolean or flask.Flask

assets_folder

a path, relative to the current working directory,
for extra files to be used in the browser. Default 'assets'.
All .js and .css files will be loaded immediately unless excluded by
assets_ignore, and other files such as images will be served if
requested.

type: string

pages_folder

a relative or absolute path for pages of a multi-page app.
Default 'pages'.

type: string or pathlib.Path

use_pages

When True, the pages feature for multi-page apps is
enabled. If you set a non-default pages_folder this will be inferred
to be True. Default None.

type: boolean

include_pages_meta

Include the page meta tags for twitter cards.

type: bool

assets_url_path

The local urls for assets will be:
requests_pathname_prefix + assets_url_path + '/' + asset_path
where asset_path is the path to a file inside assets_folder.
Default 'assets'.

type: string

assets_ignore

A regex, as a string to pass to re.compile, for
assets to omit from immediate loading. Ignored files will still be
served if specifically requested. You cannot use this to prevent access
to sensitive files.

type: string

assets_external_path

an absolute URL from which to load assets.
Use with serve_locally=False. assets_external_path is joined
with assets_url_path to determine the absolute url to the
asset folder. Dash can still find js and css to automatically load
if you also keep local copies in your assets folder that Dash can index,
but external serving can improve performance and reduce load on
the Dash server.
env: DASH_ASSETS_EXTERNAL_PATH

type: string

include_assets_files

Default True, set to False to prevent
immediate loading of any assets. Assets will still be served if
specifically requested. You cannot use this to prevent access
to sensitive files. env: DASH_INCLUDE_ASSETS_FILES

type: boolean

url_base_pathname

A local URL prefix to use app-wide.
Default '/'. Both requests_pathname_prefix and
routes_pathname_prefix default to url_base_pathname.
env: DASH_URL_BASE_PATHNAME

type: string

requests_pathname_prefix

A local URL prefix for file requests.
Defaults to url_base_pathname, and must end with
routes_pathname_prefix. env: DASH_REQUESTS_PATHNAME_PREFIX

type: string

routes_pathname_prefix

A local URL prefix for JSON requests.
Defaults to url_base_pathname, and must start and end
with '/'. env: DASH_ROUTES_PATHNAME_PREFIX

type: string

serve_locally

If True (default), assets and dependencies
(Dash and Component js and css) will be served from local URLs.
If False we will use CDN links where available.

type: boolean

compress

Use gzip to compress files and data served by Flask.
To use this option, you need to install dash[compress]
Default False

type: boolean

meta_tags

html <meta> tags to be added to the index page.
Each dict should have the attributes and values for one tag, eg:
{'name': 'description', 'content': 'My App'}

type: list of dicts

index_string

Override the standard Dash index page.
Must contain the correct insertion markers to interpolate various
content into it depending on the app config and components used.
See https://dash.plotly.com/external-resources for details.

type: string

external_scripts

Additional JS files to load with the page.
Each entry can be a string (the URL) or a dict with src (the URL)
and optionally other <script> tag attributes such as integrity
and crossorigin.

type: list of strings or dicts

external_stylesheets

Additional CSS files to load with the page.
Each entry can be a string (the URL) or a dict with href (the URL)
and optionally other <link> tag attributes such as rel,
integrity and crossorigin.

type: list of strings or dicts

suppress_callback_exceptions

Default False: check callbacks to
ensure referenced IDs exist and props are valid. Set to True
if your layout is dynamic, to bypass these checks.
env: DASH_SUPPRESS_CALLBACK_EXCEPTIONS

type: boolean

prevent_initial_callbacks

Default False: Sets the default value
of prevent_initial_call for all callbacks added to the app.
Normally all callbacks are fired when the associated outputs are first
added to the page. You can disable this for individual callbacks by
setting prevent_initial_call in their definitions, or set it
True here in which case you must explicitly set it False for
those callbacks you wish to have an initial call. This setting has no
effect on triggering callbacks when their inputs change later on.

show_undo_redo

Default False, set to True to enable undo
and redo buttons for stepping through the history of the app state.

type: boolean

extra_hot_reload_paths

A list of paths to watch for changes, in
addition to assets and known Python and JS code, if hot reloading is
enabled.

type: list of strings

plugins

Extend Dash functionality by passing a list of objects
with a plug method, taking a single argument: this app, which will
be called after the Flask server is attached.

type: list of objects

title

Default Dash. Configures the document.title
(the text that appears in a browser tab).

update_title

Default Updating.... Configures the document.title
(the text that appears in a browser tab) text when a callback is being run.
Set to None or ‘’ if you don’t want the document.title to change or if you
want to control the document.title through a separate component or
clientside callback.

long_callback_manager

Deprecated, use background_callback_manager
instead.

background_callback_manager

Background callback manager instance
to support the @callback(..., background=True) decorator.
One of DiskcacheManager or CeleryManager currently supported.

add_log_handler

Automatically add a StreamHandler to the app logger
if not added previously.

hooks

Extend Dash renderer functionality by passing a dictionary of
javascript functions. To hook into the layout, use dict keys “layout_pre” and
“layout_post”. To hook into the callbacks, use keys “request_pre” and “request_post”

routing_callback_inputs

When using Dash pages (use_pages=True), allows to
add new States to the routing callback, to pass additional data to the layout
functions. The syntax for this parameter is a dict of State objects:
routing_callback_inputs={"language": Input("language", "value")}
NOTE: the keys “pathname_” and “search_” are reserved for internal use.

Manage the background execution of callbacks with subprocesses and a diskcache result backend.

Input of callback: trigger an update when it is updated.

Used in the IDs of pattern-matching callback definitions, MATCH
matches every component with the corresponding key in its ID, and
invokes the callback once for each item it finds.

Output of a callback.

Patch a callback output value

Act like a proxy of the output prop value on the frontend.

Supported prop types: Dictionaries and lists.

Use the value of a State in a callback but don’t trigger updates.

Normally used as a decorator, @dash.callback provides a server-side
callback relating the values of one or more Output items to one or
more Input items which will trigger the callback when they change,
and optionally State items which provide additional information but
do not trigger the callback directly.

@dash.callback is an alternative to @app.callback (where app = dash.Dash())
introduced in Dash 2.0.
It allows you to register callbacks without defining or importing the app
object. The call signature is identical and it can be used instead of app.callback
in all cases.

The last, optional argument prevent_initial_call causes the callback
not to fire when its outputs are first added to the page. Defaults to
False and unlike app.callback is not configurable at the app level.

Keyword arguments:

background

Mark the callback as a long callback to execute in a manager for
callbacks that take a long time without locking up the Dash app
or timing out.

manager

A long callback manager instance. Currently, an instance of one of
DiskcacheManager or CeleryManager.
Defaults to the background_callback_manager instance provided to the
dash.Dash constructor.
- A diskcache manager (DiskcacheManager) that runs callback
logic in a separate process and stores the results to disk using the
diskcache library. This is the easiest backend to use for local
development.
- A Celery manager (CeleryManager) that runs callback logic
in a celery worker and returns results to the Dash app through a Celery
broker like RabbitMQ or Redis.

running

A list of 3-element tuples. The first element of each tuple should be
an Output dependency object referencing a property of a component in
the app layout. The second element is the value that the property
should be set to while the callback is running, and the third element
is the value the property should be set to when the callback completes.

cancel

A list of Input dependency objects that reference a property of a
component in the app’s layout. When the value of this property changes
while a callback is running, the callback is canceled.
Note that the value of the property is not significant, any change in
value will result in the cancellation of the running job (if any).

progress

An Output dependency grouping that references properties of
components in the app’s layout. When provided, the decorated function
will be called with an extra argument as the first argument to the
function. This argument, is a function handle that the decorated
function should call in order to provide updates to the app on its
current progress. This function accepts a single argument, which
correspond to the grouping of properties specified in the provided
Output dependency grouping

progress_default

A grouping of values that should be assigned to the components
specified by the progress argument when the callback is not in
progress. If progress_default is not provided, all the dependency
properties specified in progress will be set to None when the
callback is not running.

cache_args_to_ignore

Arguments to ignore when caching is enabled. If callback is configured
with keyword arguments (Input/State provided in a dict),
this should be a list of argument names as strings. Otherwise,
this should be a list of argument indices as integers.

interval

Time to wait between the long callback update requests.

(No docstring available)

(No docstring available)

(No docstring available)

An interactive table component designed for viewing, editing,
and exploring large datasets.

A core set of supercharged components for interactive user interfaces.

(No docstring available)

(No docstring available)

Return a path with requests_pathname_prefix prefixed before it.
Use this function when specifying local URL paths that will work
in environments regardless of what requests_pathname_prefix is.
In some deployment environments, like Dash Enterprise,
requests_pathname_prefix is set to the application name,
e.g. my-dash-app.
When working locally, requests_pathname_prefix might be unset and
so a relative URL like /page-2 can just be /page-2.
However, when the app is deployed to a URL like /my-dash-app, then
dash.get_relative_path('/page-2') will return /my-dash-app/page-2.
This can be used as an alternative to get_asset_url as well with
dash.get_relative_path('/assets/logo.png')

Use this function with dash.strip_relative_path in callbacks that
deal with dcc.Location pathname routing.
That is, your usage may look like:

app.layout = html.Div([
    dcc.Location(id='url'),
    html.Div(id='content')
])
@dash.callback(Output('content', 'children'), [Input('url', 'pathname')])
def display_content(path):
    page_name = dash.strip_relative_path(path)
    if not page_name:  # None or ''
        return html.Div([
            dcc.Link(href=dash.get_relative_path('/page-1')),
            dcc.Link(href=dash.get_relative_path('/page-2')),
        ])
    elif page_name == 'page-1':
        return chapters.page_1
    if page_name == "page-2":
        return chapters.page_2

Vanilla HTML components for Dash

Interact with dash apps inside jupyter notebooks.

(No docstring available)

Return this from a callback to stop an output from updating.
See also dash.exceptions.PreventUpdate which you can raise
to stop all outputs from updating.

A Div component.
Div is a wrapper for the <div> HTML5 element.
For detailed attribute info see:
https://developer.mozilla.org/en-US/docs/Web/HTML/Element/div

Keyword arguments:

• children (a list of or a singular dash component, string or number; optional):
  The children of this component.

• id (string; optional):
  The ID of this component, used to identify dash components in
  callbacks. The ID needs to be unique across all of the components
  in an app.

• accessKey (string; optional):
  Keyboard shortcut to activate or add focus to the element.

• aria-* (string; optional):
  A wildcard aria attribute.

• className (string; optional):
  Often used with CSS to style elements with common properties.

• contentEditable (string; optional):
  Indicates whether the element’s content is editable.

• data-* (string; optional):
  A wildcard data attribute.

• dir (string; optional):
  Defines the text direction. Allowed values are ltr (Left-To-Right)
  or rtl (Right-To-Left).

• disable_n_clicks (boolean; optional):
  When True, this will disable the n_clicks prop. Use this to
  remove event listeners that may interfere with screen readers.

• draggable (string; optional):
  Defines whether the element can be dragged.

• hidden (a value equal to: ‘hidden’, ‘HIDDEN’ | boolean; optional):
  Prevents rendering of given element, while keeping child elements,
  e.g. script elements, active.

• key (string; optional):
  A unique identifier for the component, used to improve performance
  by React.js while rendering components See
  https://reactjs.org/docs/lists-and-keys.html for more info.

• lang (string; optional):
  Defines the language used in the element.

• loading_state (dict; optional):
  Object that holds the loading state object coming from
  dash-renderer.

  loading_state is a dict with keys:

• component_name (string; optional):
  Holds the name of the component that is loading.

• is_loading (boolean; optional):
  Determines if the component is loading or not.

• prop_name (string; optional):
  Holds which property is loading.

• n_clicks (number; default 0):
  An integer that represents the number of times that this element
  has been clicked on.

• n_clicks_timestamp (number; default -1):
  An integer that represents the time (in ms since 1970) at which
  n_clicks changed. This can be used to tell which button was
  changed most recently.

• role (string; optional):
  Defines an explicit role for an element for use by assistive
  technologies.

• spellCheck (string; optional):
  Indicates whether spell checking is allowed for the element.

• style (dict; optional):
  Defines CSS styles which will override styles previously set.

• tabIndex (string; optional):
  Overrides the browser’s default tab order and follows the one
  specified instead.

• title (string; optional):
  Text to be displayed in a tooltip when hovering over the element.

Dictionary that remembers insertion order

Assigns the variables to dash.page_registry as an OrderedDict
(ordered by order).

dash.page_registry is used by pages_plugin to set up the layouts as
a multi-page Dash app. This includes the URL routing callbacks
(using dcc.Location) and the HTML templates to include title,
meta description, and the meta description image.

dash.page_registry can also be used by Dash developers to create the
page navigation links or by template authors.

• module:
  The module path where this page’s layout is defined. Often __name__.

• path:
  URL Path, e.g. / or /home-page.
  If not supplied, will be inferred from the path_template or module,
  e.g. based on path_template: /asset/<asset_id>. The layout function
  then receives the <variable_name> as a keyword argument.
  e.g. path_template= “/asset/<asset_id>“
  then if pathname in browser is “/assets/a100” then layout will receive **{“asset_id”:”a100”}

• name:
  The name of the link.
  If not supplied, will be inferred from module,
  e.g. pages.weekly_analytics to Weekly analytics

• order:
  The order of the pages in page_registry.
  If not supplied, then the filename is used and the page with path / has
  order 0

• title:
  (string or function) The name of the page <title>. That is, what appears in the browser title.
  If not supplied, will use the supplied name or will be inferred by module,
  e.g. pages.weekly_analytics to Weekly analytics

• description:
  (string or function) The <meta><meta>.
  If not supplied, then nothing is supplied.

• image:
  The meta description image used by social media platforms.
  If not supplied, then it looks for the following images in assets/:

  • A page specific image: assets/<module>.<extension> is used, e.g. assets/weekly_analytics.png
  • A generic app image at assets/app.<extension>
  • A logo at assets/logo.<extension>
    When inferring the image file, it will look for the following extensions:
    APNG, AVIF, GIF, JPEG, JPG, PNG, SVG, WebP.

• image_url:
  Overrides the image property and sets the <image> meta tag to the provided image URL.

• redirect_from:
  A list of paths that should redirect to this page.
  For example: redirect_from=['/v2', '/v3']

• layout:
  The layout function or component for this page.
  If not supplied, then looks for layout from within the supplied module.

• **kwargs:
  Arbitrary keyword arguments that can be stored

page_registry stores the original property that was passed in under
supplied_<property> and the coerced property under <property>.
For example, if this was called:

register_page(
    'pages.historical_outlook',
    name='Our historical view',
    custom_key='custom value'
)

Then this will appear in page_registry:

OrderedDict([
    (
        'pages.historical_outlook',
        dict(
            module='pages.historical_outlook',

            supplied_path=None,
            path='/historical-outlook',

            supplied_name='Our historical view',
            name='Our historical view',

            supplied_title=None,
            title='Our historical view'

            supplied_layout=None,
            layout=<function>,

            custom_key='custom value'
        )
    ),
])

Return a path with requests_pathname_prefix and leading and trailing
slashes stripped from it. Also, if None is passed in, None is returned.
Use this function with get_relative_path in callbacks that deal
with dcc.Location pathname routing.
That is, your usage may look like:

app.layout = html.Div([
    dcc.Location(id='url'),
    html.Div(id='content')
])
@dash.callback(Output('content', 'children'), [Input('url', 'pathname')])
def display_content(path):
    page_name = dash.strip_relative_path(path)
    if not page_name:  # None or ''
        return html.Div([
            dcc.Link(href=dash.get_relative_path('/page-1')),
            dcc.Link(href=dash.get_relative_path('/page-2')),
        ])
    elif page_name == 'page-1':
        return chapters.page_1
    if page_name == "page-2":
        return chapters.page_2

Note that chapters.page_1 will be served if the user visits /page-1
or /page-1/ since strip_relative_path removes the trailing slash.

Also note that strip_relative_path is compatible with
get_relative_path in environments where requests_pathname_prefix set.
In some deployment environments, like Dash Enterprise,
requests_pathname_prefix is set to the application name, e.g. my-dash-app.
When working locally, requests_pathname_prefix might be unset and
so a relative URL like /page-2 can just be /page-2.
However, when the app is deployed to a URL like /my-dash-app, then
dash.get_relative_path('/page-2') will return /my-dash-app/page-2

The pathname property of dcc.Location will return ‘/my-dash-app/page-2‘
to the callback.
In this case, dash.strip_relative_path('/my-dash-app/page-2')
will return 'page-2'

For nested URLs, slashes are still included:
dash.strip_relative_path('/page-1/sub-page-1/') will return
page-1/sub-page-1
```

(No docstring available)

The app Object

from dash import Dash
app = Dash(__name__)

Normally used as a decorator, @app.callback provides a server-side
callback relating the values of one or more Output items to one or
more Input items which will trigger the callback when they change,
and optionally State items which provide additional information but
do not trigger the callback directly.

The last, optional argument prevent_initial_call causes the callback
not to fire when its outputs are first added to the page. Defaults to
False unless prevent_initial_callbacks=True at the app level.

Create a callback that updates the output by calling a clientside
(JavaScript) function instead of a Python function.

Unlike @app.callback, clientside_callback is not a decorator:
it takes either a
dash.dependencies.ClientsideFunction(namespace, function_name)
argument that describes which JavaScript function to call
(Dash will look for the JavaScript function at
window.dash_clientside[namespace][function_name]), or it may take
a string argument that contains the clientside function source.

For example, when using a dash.dependencies.ClientsideFunction:

app.clientside_callback(
    ClientsideFunction('my_clientside_library', 'my_function'),
    Output('my-div' 'children'),
    [Input('my-input', 'value'),
     Input('another-input', 'value')]
)

With this signature, Dash’s front-end will call
window.dash_clientside.my_clientside_library.my_function with the
current values of the value properties of the components my-input
and another-input whenever those values change.

Include a JavaScript file by including it your assets/ folder. The
file can be named anything but you’ll need to assign the function’s
namespace to the window.dash_clientside namespace. For example,
this file might look:

window.dash_clientside = window.dash_clientside || {};
window.dash_clientside.my_clientside_library = {
    my_function: function(input_value_1, input_value_2) {
        return (
            parseFloat(input_value_1, 10) +
            parseFloat(input_value_2, 10)
        );
    }
}

Alternatively, you can pass the JavaScript source directly to
clientside_callback. In this case, the same example would look like:

app.clientside_callback(
    '''
    function(input_value_1, input_value_2) {
        return (
            parseFloat(input_value_1, 10) +
            parseFloat(input_value_2, 10)
        );
    }
    ''',
    Output('my-div' 'children'),
    [Input('my-input', 'value'),
     Input('another-input', 'value')]
)

The last, optional argument prevent_initial_call causes the callback
not to fire when its outputs are first added to the page. Defaults to
False unless prevent_initial_callbacks=True at the app level.

Most of the app-wide settings are collected into app.config.
In general it’s preferable to set these using Dash() constructor
arguments, but many of these settings can also be altered later,
for example:

app.config.suppress_callback_exceptions=True

Calculates CSP hashes (sha + base64) of all inline scripts, such that
one of the biggest benefits of CSP (disallowing general inline scripts)
can be utilized together with Dash clientside callbacks (inline scripts).

Calculate these hashes after all inline callbacks are defined,
and add them to your CSP headers before starting the server, for example
with the flask-talisman package from PyPI:

flask_talisman.Talisman(app.server, content_security_policy={
“default-src”: “‘self’“,
“script-src”: [“‘self’“] + app.csp_hashes()
})

hash_algorithm

One of the recognized CSP hash algorithms (‘sha256’, ‘sha384’, ‘sha512’).

returns: List of CSP hash strings of all inline scripts.

Activate the dev tools, called by run. If your application
is served by wsgi and you want to activate the dev tools, you can call
this method out of __main__.

All parameters can be set by environment variables as listed.
Values provided here take precedence over environment variables.

Available dev_tools environment variables:

• DASH_DEBUG
• DASH_UI
• DASH_PROPS_CHECK
• DASH_SERVE_DEV_BUNDLES
• DASH_HOT_RELOAD
• DASH_HOT_RELOAD_INTERVAL
• DASH_HOT_RELOAD_WATCH_INTERVAL
• DASH_HOT_RELOAD_MAX_RETRY
• DASH_SILENCE_ROUTES_LOGGING
• DASH_PRUNE_ERRORS

debug

Enable/disable all the dev tools unless overridden by the
arguments or environment variables. Default is True when
enable_dev_tools is called directly, and False when called
via run. env: DASH_DEBUG

type: bool

dev_tools_ui

Show the dev tools UI. env: DASH_UI

type: bool

dev_tools_props_check

Validate the types and values of Dash
component props. env: DASH_PROPS_CHECK

type: bool

dev_tools_serve_dev_bundles

Serve the dev bundles. Production
bundles do not necessarily include all the dev tools code.
env: DASH_SERVE_DEV_BUNDLES

type: bool

dev_tools_hot_reload

Activate hot reloading when app, assets,
and component files change. env: DASH_HOT_RELOAD

type: bool

dev_tools_hot_reload_interval

Interval in seconds for the
client to request the reload hash. Default 3.
env: DASH_HOT_RELOAD_INTERVAL

type: float

dev_tools_hot_reload_watch_interval

Interval in seconds for the
server to check asset and component folders for changes.
Default 0.5. env: DASH_HOT_RELOAD_WATCH_INTERVAL

type: float

dev_tools_hot_reload_max_retry

Maximum number of failed reload
hash requests before failing and displaying a pop up. Default 8.
env: DASH_HOT_RELOAD_MAX_RETRY

type: int

dev_tools_silence_routes_logging

Silence the werkzeug logger,
will remove all routes logging. Enabled with debugging by default
because hot reload hash checks generate a lot of requests.
env: DASH_SILENCE_ROUTES_LOGGING

type: bool

dev_tools_prune_errors

Reduce tracebacks to just user code,
stripping out Flask and Dash pieces. Only available with debugging.
True by default, set to False to see the complete traceback.
env: DASH_PRUNE_ERRORS

type: bool

returns: debug

(No docstring available)

(No docstring available)

Return a path with requests_pathname_prefix prefixed before it.
Use this function when specifying local URL paths that will work
in environments regardless of what requests_pathname_prefix is.
In some deployment environments, like Dash Enterprise,
requests_pathname_prefix is set to the application name,
e.g. my-dash-app.
When working locally, requests_pathname_prefix might be unset and
so a relative URL like /page-2 can just be /page-2.
However, when the app is deployed to a URL like /my-dash-app, then
app.get_relative_path('/page-2') will return /my-dash-app/page-2.
This can be used as an alternative to get_asset_url as well with
app.get_relative_path('/assets/logo.png')

Use this function with app.strip_relative_path in callbacks that
deal with dcc.Location pathname routing.
That is, your usage may look like:

app.layout = html.Div([
    dcc.Location(id='url'),
    html.Div(id='content')
])
@app.callback(Output('content', 'children'), [Input('url', 'pathname')])
def display_content(path):
    page_name = app.strip_relative_path(path)
    if not page_name:  # None or ''
        return html.Div([
            dcc.Link(href=app.get_relative_path('/page-1')),
            dcc.Link(href=app.get_relative_path('/page-2')),
        ])
    elif page_name == 'page-1':
        return chapters.page_1
    if page_name == "page-2":
        return chapters.page_2

Set this to override the HTML skeleton into which Dash inserts
the app.

Initialize the parts of Dash that require a flask app.

Called to create the initial HTML string that is loaded on page.
Override this method to provide you own custom HTML.

Example:

class MyDash(dash.Dash):
    def interpolate_index(self, **kwargs):
        return '''<!DOCTYPE html>
        &lt;html&gt;
            &lt;head&gt;
                &lt;title&gt;My App&lt;title&gt;
            &lt;head&gt;
            &lt;body&gt;
                &lt;div&gt;My custom header&lt;div&gt;
                {app_entry}
                {config}
                {scripts}
                {renderer}
                &lt;div&gt;My custom footer&lt;div&gt;
            &lt;body&gt;
        &lt;html&gt;'''.format(app_entry=kwargs.get('app_entry'),
                          config=kwargs.get('config'),
                          scripts=kwargs.get('scripts'),
                          renderer=kwargs.get('renderer'))

metas

Collected & formatted meta tags.

title

The title of the app.

css

Collected & formatted css dependencies as <link> tags.

config

Configs needed by dash-renderer.

scripts

Collected & formatted scripts tags.

renderer

A script tag that instantiates the DashRenderer.

app_entry

Where the app will render.

favicon

A favicon <link> tag if found in assets folder.

returns: The interpolated HTML string for the index.

Set this to the initial layout the app should have on page load.
Can be a Dash component or a function that returns a Dash component.

Deprecated: long callbacks are now supported natively with regular callbacks,
use background=True with dash.callback or app.callback instead.

pages

dict() -> new empty dictionary
dict(mapping) -> new dictionary initialized from a mapping object’s
(key, value) pairs
dict(iterable) -> new dictionary initialized as if via:
d = {}
for k, v in iterable:
d[k] = v
dict(**kwargs) -> new dictionary initialized with the name=value pairs
in the keyword argument list. For example: dict(one=1, two=2)

Start the flask server in local mode, you should not run this on a
production server, use gunicorn/waitress instead.

If a parameter can be set by an environment variable, that is listed
too. Values provided here take precedence over environment variables.

host

Host IP used to serve the application
env: HOST

type: string

port

Port used to serve the application
env: PORT

type: int

proxy

If this application will be served to a different URL
via a proxy configured outside of Python, you can list it here
as a string of the form "{input}::{output}", for example:
"http://0.0.0.0:8050::https://my.domain.com"
so that the startup message will display an accurate URL.
env: DASH_PROXY

type: string

debug

Set Flask debug mode and enable dev tools.
env: DASH_DEBUG

type: bool

debug

Enable/disable all the dev tools unless overridden by the
arguments or environment variables. Default is True when
enable_dev_tools is called directly, and False when called
via run. env: DASH_DEBUG

type: bool

dev_tools_ui

Show the dev tools UI. env: DASH_UI

type: bool

dev_tools_props_check

Validate the types and values of Dash
component props. env: DASH_PROPS_CHECK

type: bool

dev_tools_serve_dev_bundles

Serve the dev bundles. Production
bundles do not necessarily include all the dev tools code.
env: DASH_SERVE_DEV_BUNDLES

type: bool

dev_tools_hot_reload

Activate hot reloading when app, assets,
and component files change. env: DASH_HOT_RELOAD

type: bool

dev_tools_hot_reload_interval

Interval in seconds for the
client to request the reload hash. Default 3.
env: DASH_HOT_RELOAD_INTERVAL

type: float

dev_tools_hot_reload_watch_interval

Interval in seconds for the
server to check asset and component folders for changes.
Default 0.5. env: DASH_HOT_RELOAD_WATCH_INTERVAL

type: float

dev_tools_hot_reload_max_retry

Maximum number of failed reload
hash requests before failing and displaying a pop up. Default 8.
env: DASH_HOT_RELOAD_MAX_RETRY

type: int

dev_tools_silence_routes_logging

Silence the werkzeug logger,
will remove all routes logging. Enabled with debugging by default
because hot reload hash checks generate a lot of requests.
env: DASH_SILENCE_ROUTES_LOGGING

type: bool

dev_tools_prune_errors

Reduce tracebacks to just user code,
stripping out Flask and Dash pieces. Only available with debugging.
True by default, set to False to see the complete traceback.
env: DASH_PRUNE_ERRORS

type: bool

jupyter_mode

How to display the application when running
inside a jupyter notebook.

jupyter_width

Determine the width of the output cell
when displaying inline in jupyter notebooks.

type: str

jupyter_height

Height of app when displayed using
jupyter_mode=”inline”

type: int

jupyter_server_url

Custom server url to display
the app in jupyter notebook.

flask_run_options

Given to Flask.run

returns:

run_server is a deprecated alias of run and may be removed in a
future version. We recommend using app.run instead.

See app.run for usage information.

(No docstring available)

The Flask server associated with this app.
Often used in conjunction with gunicorn when running the app
in production with multiple workers:

app.py

app = Dash(__name__)

# expose the flask variable in the file
server = app.server

Procfile

gunicorn app:server

Return a path with requests_pathname_prefix and leading and trailing
slashes stripped from it. Also, if None is passed in, None is returned.
Use this function with get_relative_path in callbacks that deal
with dcc.Location pathname routing.
That is, your usage may look like:

app.layout = html.Div([
    dcc.Location(id='url'),
    html.Div(id='content')
])
@app.callback(Output('content', 'children'), [Input('url', 'pathname')])
def display_content(path):
    page_name = app.strip_relative_path(path)
    if not page_name:  # None or ''
        return html.Div([
            dcc.Link(href=app.get_relative_path('/page-1')),
            dcc.Link(href=app.get_relative_path('/page-2')),
        ])
    elif page_name == 'page-1':
        return chapters.page_1
    if page_name == "page-2":
        return chapters.page_2

Note that chapters.page_1 will be served if the user visits /page-1
or /page-1/ since strip_relative_path removes the trailing slash.

Also note that strip_relative_path is compatible with
get_relative_path in environments where requests_pathname_prefix set.
In some deployment environments, like Dash Enterprise,
requests_pathname_prefix is set to the application name, e.g. my-dash-app.
When working locally, requests_pathname_prefix might be unset and
so a relative URL like /page-2 can just be /page-2.
However, when the app is deployed to a URL like /my-dash-app, then
app.get_relative_path('/page-2') will return /my-dash-app/page-2

The pathname property of dcc.Location will return ‘/my-dash-app/page-2‘
to the callback.
In this case, app.strip_relative_path('/my-dash-app/page-2')
will return 'page-2'

For nested URLs, slashes are still included:
app.strip_relative_path('/page-1/sub-page-1/') will return
page-1/sub-page-1
```

Configures the document.title (the text that appears in a browser tab).

Default is “Dash”.

This is now configurable in the Dash(title='...') constructor
instead of as a property of app. We have kept this property
in the app object for backwards compatibility.

bool(x) -> bool

Returns True when the argument x is true, False otherwise.
The builtins True and False are the only two instances of the class bool.
The class bool is a subclass of the class int, and cannot be subclassed.

The dash.dependencies module

The classes in dash.dependencies are all used in callback
definitions. Starting in Dash v2.0 these are all available directly
from the main dash module.

The dash.exceptions module

Dash will raise exceptions under certain scenarios.
Dash will always use a special exception class that can be caught to
handle this particular scenario.
These exception classes are in this module.