Add min max skipping index

[dai-chen]

Description

Added MinMax skipping index similarly as ValueSet skipping index.

Note that because both min and max value of the given column needs to be stored, MinMax_${columnName}_0 and MinMax_${columnName}_1 are used to avoid conflict with other existing column. Afterwards, will check if other skipping index should follow the same naming convention (currently they all have single output column and thus same name as given column name).

Issues Resolved

opensearch-project/opensearch-spark#2

Check List

• New functionality includes testing.
  • All tests pass, including unit test, integration test and doctest
• New functionality has been documented.
  • New functionality has javadoc added
  • New functionality has user manual doc added
• Commits are signed per the DCO using --signoff

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[codecov]

Codecov Report

Merging #1726 (f3ef196) into feature/flint (e80cf9b) will not change coverage.
The diff coverage is n/a.

@@               Coverage Diff                @@
##             feature/flint    opensearch-project/sql#1726   +/-   ##
================================================
  Coverage            97.19%   97.19%           
  Complexity            4107     4107           
================================================
  Files                  371      371           
  Lines                10464    10464           
  Branches               706      706           
================================================
  Hits                 10170    10170           
  Misses                 287      287           
  Partials                 7        7           

Flag	Coverage Δ
sql-engine	97.19% <ø> (ø)

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