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Haoming ChenandCopybara-Service 4bb089d386 feat: Add BigQuery analyze_contribution tool 
This change introduces a new `analyze_contribution` function in `query_tool.py` which uses BigQuery ML's `CREATE MODEL` with `CONTRIBUTION_ANALYSIS` type and `ML.GET_INSIGHTS` to analyze the contribution of different dimensions to a given metric. The new function is also added to the `bigquery_toolset`.

PiperOrigin-RevId: 815849281
 2025-10-06 12:59:09 -07:00