Notebook change showing the usage of identity feature and feature metadata

[gaugup]

Description

Add the usage of FeatureMetadata class to pass the relevant feature metadata to the RAIInsights class. This notebook change adds a feature from user data as the identity feature which will be then used to add the value of that feature to the scatter plot points in the counterfactual, causal and data-explorer sections.

Checklist

• I have added screenshots above for all UI changes.
• I have added e2e tests for all UI changes.
• Documentation was updated if it was needed.

[codecov-commenter]

Codecov Report

Merging #1627 (f0e70d2) into main (42e74ac) will increase coverage by 10.14%.
The diff coverage is n/a.

@@             Coverage Diff             @@
##             main    #1627       +/-   ##
===========================================
+ Coverage   78.89%   89.03%   +10.14%     
===========================================
  Files          29      105       +76     
  Lines        1559     5529     +3970     
===========================================
+ Hits         1230     4923     +3693     
- Misses        329      606      +277     

Flag	Coverage Δ
unittests	89.03% <ø> (+10.14%)	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
...tools/error_analysis/dashboard_schemas/__init__.py	100.00% <0.00%> (ø)
...ibleai/responsibleai/managers/explainer_manager.py	89.55% <0.00%> (ø)
...eai/responsibleai/databalanceanalysis/constants.py	100.00% <0.00%> (ø)
...nsibleai/databalanceanalysis/data_balance_utils.py	100.00% <0.00%> (ø)
...ponsibleai/responsibleai/_tools/causal/__init__.py	100.00% <0.00%> (ø)
...is/erroranalysis/_internal/process_categoricals.py	100.00% <0.00%> (ø)
...ai/responsibleai/_tools/error_analysis/__init__.py	100.00% <0.00%> (ø)
responsibleai/responsibleai/_config/base_config.py	92.30% <0.00%> (ø)
raiutils/raiutils/webservice/webservice.py	100.00% <0.00%> (ø)
erroranalysis/erroranalysis/_internal/utils.py	84.61% <0.00%> (ø)
... and 66 more

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[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/gaugup/IdentityFeatureNBChange/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/gaugup/IdentityFeatureNBChange/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/gaugup/IdentityFeatureNBChange/dashboard/index.html