chenghuichen opened a new pull request, #7657:
URL: https://github.com/apache/paimon/pull/7657

   ### Purpose
   Queries like `SELECT variant_get(v, '$.age', 'int') FROM T` on a shredded 
Variant column still read all sub-columns and reassemble the full binary 
Variant, leaving Paimon's `VariantRowType` / `clipVariantType` infrastructure 
unused.
   
   This PR adds `PushDownVariantExtract` (Spark 4 only), a Catalyst optimizer 
rule that replaces `VariantGet` with `GetStructField` and sets 
`variantProjections` on `PaimonScan`, so only the accessed `typed_value.*` 
Parquet sub-columns are read.
   
   The rule runs in the "User Provided Optimizers" batch (via 
`experimentalMethods.extraOptimizations`) to ensure it fires after 
`V2ScanRelationPushDown` has built the scan relation.
   
   ### Tests
   VariantTest.scala::VariantPushDownPlanTest (paimon-spark-4.0)


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