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chore: Bench agg (welford) stats
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feat: route map lookups through codegen dispatcher
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Enable SPARK-57298 collect_set tests when Spark 4.2 SQL diff lands
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feat: full native make_interval with 2.6x faster than spark and 1.1x faster than codegen dispatch
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fix: preserve Spark errors for Parquet timestamp overflow
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feat: add native Iceberg CDC and micro-batch execution
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perf: decode shuffle blocks against a cached schema instead of re-parsing per block
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perf: spill every shuffle partition of a task into one file
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perf: return native shuffle partition offsets over JNI instead of an index file
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fix: validate Parquet VARIANT annotation against the requested read type
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refactor: replace remaining hand-rolled loops with Arrow kernels
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fix: support Utf8/LargeUtf8/Utf8View in native RLike without panicking
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fix: restore Spark write execs when reverting transition-heavy stages
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feat: route MapSort fallback through the codegen dispatcher
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feat: route wide-decimal hash and non-literal sha2 through the codege…
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feat: route compatible xxhash64 args through SparkXxhash64
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feat: Use DataFusion date_trunc for compatible trunc and date_trunc paths
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fix: align wide-decimal ANSI overflow value with Spark (#5211)
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fix: preserve map field metadata and honor target sorted flag in cast_map_to_map
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feat: add BinaryType support for SortMergeJoin (#5928)
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feat: add optional container memory guard based on cgroup usage
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chore: bench nondeterministic and json kernels (#5989)
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perf: optimize JVM columnar-to-row conversion
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feat: account JVM UDF Arrow allocations in Spark task memory
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