chore: pre-commit first pass

[ppruthi]

Summary

• Code changes enforcing linting/style check appearing as a result of pre-commit run --all-files
• Updated pre-commit to version 4.3.0
• Add developer docs on using pre-commit

Tests

Running azp pipeline

Dependency changes

Add pre-commit as a python dependency

AB#1837989

[ppruthi]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 1 pipeline(s).

[codecov-commenter]

Codecov Report

Merging #1538 (bf41ade) into master (9204586) will increase coverage by 0.10%.
The diff coverage is n/a.

@@            Coverage Diff             @@
##           master    #1538      +/-   ##
==========================================
+ Coverage   83.71%   83.81%   +0.10%     
==========================================
  Files         301      301              
  Lines       15337    15337              
  Branches      707      707              
==========================================
+ Hits        12839    12855      +16     
+ Misses       2498     2482      -16     

Impacted Files	Coverage Δ
...zure/synapse/ml/cognitive/DocumentTranslator.scala	19.71% <ø> (ø)
...ft/azure/synapse/ml/cognitive/FormRecognizer.scala	74.46% <ø> (ø)
...synapse/ml/cognitive/TextAnalyticsSDKSchemas.scala	81.19% <ø> (ø)
...re/src/main/python/synapse/ml/core/schema/Utils.py	72.36% <ø> (ø)
...hon/synapse/ml/core/serialize/java_params_patch.py	94.02% <ø> (ø)
...ynapse/ml/cyber/anomaly/collaborative_filtering.py	90.98% <ø> (ø)
...thon/synapse/ml/cyber/anomaly/complement_access.py	96.15% <ø> (ø)
core/src/main/python/synapse/ml/cyber/dataset.py	94.11% <ø> (ø)
...c/main/python/synapse/ml/cyber/feature/indexers.py	92.18% <ø> (ø)
...rc/main/python/synapse/ml/cyber/feature/scalers.py	95.33% <ø> (ø)
... and 23 more

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[ppruthi]

/azp run

[ppruthi]

/azp run

[ppruthi]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 1 pipeline(s).

[azure-pipelines]

Azure Pipelines successfully started running 1 pipeline(s).

[azure-pipelines]

Azure Pipelines successfully started running 1 pipeline(s).

[ppruthi]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 1 pipeline(s).