Yicong Huang created SPARK-55303:
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             Summary: Create golden file test framework
                 Key: SPARK-55303
                 URL: https://issues.apache.org/jira/browse/SPARK-55303
             Project: Spark
          Issue Type: Sub-task
          Components: PySpark
    Affects Versions: 4.2.0
            Reporter: Yicong Huang


The recent coercion test refactoring (SPARK-55114, SPARK-55135, SPARK-55164, 
SPARK-55235) introduced a pandas-based golden file testing pattern. These four 
test files in {{pyspark.sql.tests.coercion}} share significant duplicated code:

- Timezone setup/teardown for deterministic results
- Golden file read/write with {{SPARK_GENERATE_GOLDEN_FILES}} env var
- Type/value string serialization helpers

Proposing to extract a {{GoldenFileTestMixin}} in {{pyspark.testing}} to reduce 
duplication and make it easier to add new golden file based tests in the future.



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