[spark] Push down variant_get into Paimon shredded Variant scan#7657
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chenghuichen wants to merge 5 commits intoapache:masterfrom
Open
[spark] Push down variant_get into Paimon shredded Variant scan#7657chenghuichen wants to merge 5 commits intoapache:masterfrom
chenghuichen wants to merge 5 commits intoapache:masterfrom
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Purpose
Queries like
SELECT variant_get(v, '$.age', 'int') FROM Ton a shredded Variant column still read all sub-columns and reassemble the full binary Variant, leaving Paimon'sVariantRowType/clipVariantTypeinfrastructure unused.This PR adds
PushDownVariantExtract(Spark 4 only), a Catalyst optimizer rule that replacesVariantGetwithGetStructFieldand setsvariantProjectionsonPaimonScan, so only the accessedtyped_value.*Parquet sub-columns are read.The rule runs in the "User Provided Optimizers" batch (via
experimentalMethods.extraOptimizations) to ensure it fires afterV2ScanRelationPushDownhas built the scan relation.Part of #4471
Note: Spark 4.0 lacks a V2-compatible variant push-down interface (
SupportsPushDownVariantExtractionswas introduced in 4.1), so registering a custom optimizer rule viaexperimentalMethods.extraOptimizationsis the right fit for 4.0. For a futurepaimon-spark-4.1module, a cleaner approach would be implementingSupportsPushDownVariantExtractionsonPaimonScanand letting Spark's built-inV2ScanRelationPushDownhandle the rewrite natively.Tests
VariantTest.scala::VariantPushDownPlanTest (paimon-spark-4.0)