Error when defining a component inside a callback and use it as Input in the same callback

Dash Python
1

Hi,

I define a component inside a callback and use it as Input in the same callback. See a snapshot:

import dash
import dash_html_components as html
from dash.dependencies import Input, Output, State
import dash_core_components as dcc
from dash import ctx, no_update
from plotly.subplots import make_subplots

app = dash.Dash(__name__, suppress_callback_exceptions=True)
tab = html.Div(
    children=[
        html.Div(
            dcc.RadioItems(
                id='data_on',
                options=[
                    {'label': 'Raw data', 'value': 'raw_data'},
                    {'label': 'Filter data', 'value': 'filter_data'},
                ],
                value='raw_data',
                style={'display': 'flex', 'width': '50%'},
            ),
            html.Div(id='update_components', children=[]),
        ),
        html.Div(children=[dcc.Graph(id='graph', figure={})]),
    ]
)


@app.callback(
    [
        Output('graph', 'figure'), 
        Output('update_components', 'children')
    ],
    [
        Input('data_on', 'value'), 
        Input('window', 'value')
    ],
  
)
def update(option, window):
    context = ctx.triggered_id

    if context == 'data_on':
        if option == 'filter_data':
            value = dcc.Input(
                id='window',
                type='number',
                placeholder='window',
                value=5,
                style={'width': '60px'},
            )

        # Modify `graph` component as well ....

        figure = make_subplots(.....)
        ....
        .....
        figure.add_trace(....)
        return figure, [value]

    if context == 'window':
        # Use `window` to modify `graph`

        figure = make_subplots(.....)
        ....
        .....
        figure.add_trace(....)
        return figure, no_update


if __name__ == "__main__":
    app.run_server()

app.layout = tab

And I get the error: A nonexistent object was used in an Input of a Dash callback.

The issue is that I am trying to use as Input a component that has not been defined yet.

Any workaround to overcome this error? Because the kind of visualization, I cannot separate this callback into two.

Best regards,
Manuel