felipepessoto commented on PR #13502:
URL: https://github.com/apache/gluten/pull/13502#issuecomment-6667564671

   @malinjawi Pushed e57998b8c with the review follow-ups. The inline replies 
cover the timestamp guard and direct UPDATE/DELETE file reads. I also added 
partitioned and unpartitioned CDF UPDATE/DELETE cases that inspect both data 
and change Parquet files and compare the rows with vanilla Delta, plus an 
OPTIMIZE case that requires real file replacement and checks the new files, 
partition values, and statistics. The docs now explain the virtual __is_cdc 
partition and the wider CHECK/NOT NULL exception impact.
   
   DeltaNativeWriteSuite is now explicitly included in group 1 of the existing 
Spark 4.0/4.1/4.2 CI jobs. I checked the actual parallel-UT discovery output: 
only that suite is added, with no existing suites lost. All 59 focused tests 
passed locally on Spark 4.1, including its 12 tests; fresh CI is pending.
   
   The generic JNI fix remains in #13133, where combined strict Delta 
constraint validation is being added separately. I also followed up on #13386 
about checking connector build availability as well as URI schemes. Neither 
exception preservation nor filesystem fallback is claimed fixed by this PR.


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