Kent Yao created SPARK-55286:
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             Summary: [INFRA] Add test summary to GitHub Actions for better 
failure visibility
                 Key: SPARK-55286
                 URL: https://issues.apache.org/jira/browse/SPARK-55286
             Project: Spark
          Issue Type: Improvement
          Components: Build
    Affects Versions: 4.2.0
            Reporter: Kent Yao


Currently, GitHub Actions CI generates verbose logs that make it hard to find 
test failures quickly. Developers have to scroll through extensive log output 
to identify which tests failed.

This improvement adds `test-summary/action@v2` to the GitHub Actions workflows 
to generate inline job summaries showing:
- Failed test count with pass/skip statistics
- Failed tests grouped by class/suite name  
- Error messages and stack traces for failures

The summary appears directly in the GitHub Actions workflow run page, making it 
easy to identify failures at a glance without digging through logs.

Jobs updated:
- build (Scala/Java tests)
- pyspark (Python tests)
- sparkr (R tests)
- tpcds
- docker-integration-tests



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