Add dataset analysis chart view for large data

[gaugup]

Description

The PR adds the dataset analysis for large data by requesting bar/box plots from SDK backend.

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 #1829 (51d56e6) into main (4bdf3bc) will increase coverage by 12.48%.
The diff coverage is n/a.

@@             Coverage Diff             @@
##             main    #1829       +/-   ##
===========================================
+ Coverage   76.05%   88.54%   +12.48%     
===========================================
  Files          33       96       +63     
  Lines        1416     5490     +4074     
===========================================
+ Hits         1077     4861     +3784     
- Misses        339      629      +290     

Flag	Coverage Δ
unittests	88.54% <ø> (+12.48%)	⬆️

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

Impacted Files	Coverage Δ
...ai/responsibleai/_tools/counterfactual/__init__.py	100.00% <0.00%> (ø)
responsibleai/responsibleai/_interfaces.py	100.00% <0.00%> (ø)
...s/erroranalysis/_internal/error_report/__init__.py	100.00% <0.00%> (ø)
...ibleai/_tools/causal/dashboard_schemas/__init__.py	100.00% <0.00%> (ø)
...ponsibleai/responsibleai/_tools/shared/versions.py	100.00% <0.00%> (ø)
..._flask/environments/credentialed_vm_environment.py	100.00% <0.00%> (ø)
responsibleai/responsibleai/_data_validations.py	94.73% <0.00%> (ø)
.../databalanceanalysis/aggregate_balance_measures.py	92.85% <0.00%> (ø)
...is/erroranalysis/_internal/surrogate_error_tree.py	88.17% <0.00%> (ø)
...ponsibleai/responsibleai/modelanalysis/__init__.py	100.00% <0.00%> (ø)
... and 53 more

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[github-actions]

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

[github-actions]

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

[github-actions]

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

[github-actions]

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