Exercise: Multiple Inputs and Outputs to Callbacks
Practice with some lab exercises.
We'll cover the following
Exercise 1
Create a Dash app that allows the user to enter a number x
as input. Now create two outputs, each of them as separate markdown components.
- The first markdown component should read
x² = [squared_num]
- The second markdown component should read
x³ = [cubed_num]
Here [squared_num]
and [cubed_num]
represent the computed values from the callback function calculation.
Solution
-
Two lambda functions are defined on line 1 and 2, respectively, for calculating the square and cube of a number, respectively.
-
The app layout is set using the
dbc.Container
method on line 8 which includes:-
An
H1
header element on line 9, displayingExercise 1
. -
An Input element on line 11 from Dash Core Components, allowing users to input a number.
-
Two Markdown elements on line 12 and 13, respectively, from Dash Core Components with IDs of
output1
andoutput2
to display the calculated square and cube of the input number.
-
-
A callback function on line 17 is defined to update the
output1
andoutput2
markdown elements content when the user inputs a number. -
The callback function takes the input number and calculates its square and cube values using the defined lambda functions.
-
The calculated square and cube values are returned as formatted LaTeX strings, which are then displayed in the
output1
andoutput2
elements using MathJax rendering. -
A new app is created on line 32, and a radio button input is added to allow users to select a sport.
-
A paragraph element § with an ID of
output_text
is added to display the chosen sport later. -
A callback function is defined to update the
output_text
paragraph element’s content when the user selects a different sport from the radio buttons. -
The callback function takes the selected sport and returns a formatted string displaying the chosen sport in lowercase.
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