Add random sampling module to raiutils

[gaugup]

Description

The function generate_random_sample is a generic sampling function that can be used from responsibleai and other code modules from Azure Machine Learning.

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 #1928 (6b4ba62) into main (0807da6) will decrease coverage by 2.79%.
The diff coverage is 80.00%.

@@            Coverage Diff             @@
##             main    #1928      +/-   ##
==========================================
- Coverage   93.34%   90.55%   -2.79%     
==========================================
  Files          93       48      -45     
  Lines        4612     1927    -2685     
==========================================
- Hits         4305     1745    -2560     
+ Misses        307      182     -125     

Flag	Coverage Δ
unittests	90.55% <80.00%> (-2.79%)	⬇️

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

Impacted Files	Coverage Δ
raiutils/raiutils/sampling/random_sampling.py	77.77% <77.77%> (ø)
raiutils/raiutils/sampling/__init__.py	100.00% <100.00%> (ø)
...ponsibleai/responsibleai/_tools/shared/versions.py
responsibleai/responsibleai/_interfaces.py
...tabalanceanalysis/distribution_balance_measures.py
responsibleai/responsibleai/__version__.py
responsibleai/responsibleai/_internal/constants.py
...tools/counterfactual/dashboard_schemas/__init__.py
...ponsibleai/responsibleai/_tools/shared/__init__.py
...sibleai/responsibleai/_tools/shared/base_result.py
... and 39 more

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[github-actions]

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

[github-actions]

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