Adding range comparision functionality to aggdq Detailed Stats table

[nishantsingh93]

Description

This change introduces range comparison for Aggregation Data Quality expectation. A user can now provide valid SQL expression to compare upper_bound and lower_bound check against a measure

Related Issue

https://github.com/Nike-Inc/spark-expectations/issues/81

Motivation and Context

This feature request is to enhance the Aggregation Data quality to accept a range expression. There are two types of valid SQL expression that are supported.

• between lower_bound and upper_bound
• >lower_bound and <upper_bound

  Example:

  1) sum(sales) between 1000 and 10000 2) sum(sales)>1000 and sum(sales)<10000

  How Has This Been Tested?

• Added new test cases to actions module
• Added new test cases to actions test_expectations module
• Added all the Docs to the md file
• Ran the test in local using sample_dq_iceberg.py and sample_dq_delta.py
• This change affects detailed stats table when enabled true and does not touch any other functionalities of the code

  Screenshots (if appropriate):

  

Types of changes

• [ ] Bug fix (non-breaking change which fixes an issue)
• [x] New feature (non-breaking change which adds functionality)
• [ ] Breaking change (fix or feature that would cause existing functionality to change)

Checklist:

• [x] My code follows the code style of this project.
• [x] My change requires a change to the documentation.
• [x] I have updated the documentation accordingly.
• [x] I have read the CONTRIBUTING document.
• [x] I have added tests to cover my changes.
• [x] All new and existing tests passed.

[codecov[bot]]

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Project coverage is 100.00%. Comparing base (19ed71a) to head (5faef7f).

Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #86 +/- ## =========================================== + Coverage 0 100.00% +100.00% =========================================== Files 0 22 +22 Lines 0 1837 +1837 =========================================== + Hits 0 1837 +1837 ```

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