Add column stats to unity catalog profiler

[usefulalgorithm]

🤔 Why?

It is also possible to get column stats from databricks sql client, best if we can support that.

🤓 What?

Parses column stats with databricks sql client, and stores the info in Dataset.field_statistics.

🧪 Tested?

Tested locally.

☑️ Checks

• My PR contains actual code changes, and I have updated the version number in pyproject.toml.

[shortcut-integration]

This pull request has been linked to Shortcut Story #22812: Add column stats to Unity Catalog profiler.

[github-actions]

☂️ Python Coverage

current status: ✅

Overall Coverage

Lines	Covered	Coverage	Threshold	Status
14257	13030	91%	85%	🟢

New Files

No new covered files...

Modified Files

File	Coverage	Status
metaphor/unity_catalog/profile/extractor.py	94%	🟢
TOTAL	94%	🟢

updated for commit: 5c485f9 by action🐍

[codecov]

Codecov Report

Attention: 1 lines in your changes are missing coverage. Please review.

Comparison is base (9999ffb) 91.19% compared to head (5c485f9) 91.39%.

Files	Patch %	Lines
metaphor/unity_catalog/profile/extractor.py	97.61%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #719      +/-   ##
==========================================
+ Coverage   91.19%   91.39%   +0.20%     
==========================================
  Files         169      135      -34     
  Lines       14371    14257     -114     
==========================================
- Hits        13105    13030      -75     
+ Misses       1266     1227      -39     

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[elic-eon]

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