zhengruifeng commented on PR #58302:
URL: https://github.com/apache/spark/pull/58302#issuecomment-5448325714

   Test-coverage update for `0cc556dfd3c`:
   
   - Ported all 31 upstream GraphFrames Scala test suites.
   - Ported all 46 core Python tests and all 14 PropertyGraphFrame tests to 
classic PySpark.
   - Spark Connect runs 41 applicable core tests, all 14 PropertyGraphFrame 
tests, plus Connect/client-specific tests. The remaining five upstream core 
cases depend on classic-only internals.
   - Copied all eight LDBC tests. They are registered but ignored by default 
because they require external tools and network datasets; 
`SPARK_RUN_LDBC_GRAPH_TESTS=1` opts in.
   - Did not duplicate the external repository's 109 private GraphX-fork tests: 
canonical Spark already contains their GraphX test coverage.
   - Validated direct Pregel construction in classic and Connect, including 
thin-client source-distribution imports.
   
   `graphframes/Test/compile`, the 11 newly ported non-LDBC Scala tests, all 
eight Python module suites (`pyspark-graphframes,pyspark-graphframes-connect`), 
`assembly/package`, Ruff, targeted Scalafmt, license checks, workflow YAML 
parsing, and `sparktestsupport` doctests passed locally.
   
   There is separate pre-existing draft debt of 208 module-wide Scalastyle 
violations (108 main, 100 test); this commit adds none of them.
   


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