Feature Proposal: Show Details Tab in create_diff_report

[devinllu]

Summary

Add the show details tab in the variables section of create_diff_report.

Design-level Explanation Actions

• Add show details tab on the report UI for every column
• Show stats overview for columns
• Show plot visualizations for columns

Design-level Explanation

• Follow HTML code flow for create_report since it will be a similar workflow.
• Reuse plot visualizations functions that are present in plot_diff.
• Investigate the context object that gets returned from create_diff_report and implement it with the UI for both the stats sections and plot sections.

Implementation-level Explanation

Refer to design-level explanation.

Rational and Alternatives

This follows the current workflow of create_report. Dask computations are already being utilized for computing all necessary values, so we will just need to render this in the UI.

Prior Art

N/A

Future Possibilities

More implementations will be added in create_diff_report similar to those shown in create_report.

Implementation-level Actions

N/A, refer to design-level explanation.

Additional Tasks

• [ ] This task is put into a correct pipeline (Development Backlog or In Progress).
• [ ] The label of this task is setting correctly.
• [ ] The issue is assigned to the correct person.
• [ ] The issue is linked to related Epic.

• [ ] The documentation is changed accordingly.
• [ ] Tests are added accordingly.