Add feature metadata to IDataset and JointDataset

[gaugup]

Description

This change add the FeatureMetaData to IDataset and JointDataset. This is the foundation work for adding feature metadata for UI and will be followed by integration of identity feature into feature importance, counterfactual and causal scatter plots. Also, included is the unit test for the JointDataset class for this change.

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 #1614 (99ec96f) into main (4c4365a) will decrease coverage by 3.60%.
The diff coverage is n/a.

@@            Coverage Diff             @@
##             main    #1614      +/-   ##
==========================================
- Coverage   88.86%   85.25%   -3.61%     
==========================================
  Files         105       58      -47     
  Lines        5449     2937    -2512     
==========================================
- Hits         4842     2504    -2338     
+ Misses        607      433     -174     

Flag	Coverage Δ
unittests	85.25% <ø> (-3.61%)	⬇️

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

Impacted Files	Coverage Δ
...i/responsibleai/managers/error_analysis_manager.py
responsibleai/responsibleai/_internal/constants.py
...tabalanceanalysis/distribution_balance_measures.py
responsibleai/responsibleai/__version__.py
...eai/responsibleai/managers/data_balance_manager.py
...tools/error_analysis/dashboard_schemas/__init__.py
...onsibleai/responsibleai/serialization_utilities.py
responsibleai/responsibleai/_interfaces.py
...ponsibleai/responsibleai/modelanalysis/__init__.py
responsibleai/responsibleai/__init__.py
... and 37 more

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[github-actions]

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

[vinuthakaranth]

Thanks for adding unit tests! Appreciate it!

[github-actions]

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

[github-actions]

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

[github-actions]

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