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GH-3530: Optimize DELTA_BINARY_PACKED, DELTA_LENGTH_BYTE_ARRAY, and DELTA_BYTE_ARRAY encoding/decoding - #3567
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GH-3530: Optimize DELTA_BINARY_PACKED, DELTA_LENGTH_BYTE_ARRAY, and DELTA_BYTE_ARRAY encoding/decoding#3567iemejia wants to merge 1 commit into
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e794ec2Compare… and DELTA_BYTE_ARRAY encoding/decoding DELTA_BINARY_PACKED reader: - Cache BytePackerForLong instances (packerCache) to eliminate repeated factory lookups per mini block - Add unpack32Values bulk method that processes 32 values per call instead of 8, reducing loop overhead - Replace ByteBuffer miniBlockByteBuffer with byte[] to avoid ByteBuffer.slice() allocation per mini block and enable the faster byte[]-based packer APIs DELTA_BINARY_PACKED integer writer: - Cache BytePackerForLong instances (packerCache) - Add pack32Values bulk packing method (32 values per call) DELTA_BINARY_PACKED long writer: - Cache BytePackerForLong instances (packerCache) - Add pack32Values bulk packing method (32 values per call) DELTA_BINARY_PACKED base writer: - Remove unused 3-argument constructor DELTA_LENGTH_BYTE_ARRAY writer: - Remove LittleEndianDataOutputStream wrapper; write directly to CapacityByteArrayOutputStream via BytesUtils - Add writeBytes(byte[],int,int) overload for direct byte array writes DELTA_BYTE_ARRAY reader: - Add ByteArraySliceOutputStream to eliminate temporary byte[] copies when materializing prefix+suffix in readBytes() DELTA_BYTE_ARRAY writer: - Use copy().getBytesUnsafe() and direct writeBytes(byte[],int,int) to avoid intermediate Binary allocations - Use Arrays.mismatch for prefix length computation, which is JVM-intrinsified for SIMD acceleration Test utilities: - Remove unused writeInts method from Utils JMH benchmarks: - DeltaBinaryPackedEncodingBenchmark: INT32/INT64 scalar encode with SEQUENTIAL, RANDOM, LOW_CARDINALITY, HIGH_CARDINALITY data patterns - DeltaBinaryPackedDecodingBenchmark: INT32/INT64 scalar decode - DeltaByteArrayEncodingBenchmark: BINARY/FLBA scalar encode with RANDOM/SORTED data and varying string/fixed lengths - DeltaByteArrayDecodingBenchmark: BINARY/FLBA scalar decode - DeltaLengthByteArrayEncodingBenchmark: BINARY scalar encode with UNIFORM_LENGTH/VARIABLE_LENGTH distributions - DeltaLengthByteArrayDecodingBenchmark: BINARY scalar decode - LongDeltaDecodingBenchmark: INT64 decode with 5 bit-width patterns (SEQUENTIAL_DENSE, SEQUENTIAL_STRIDED, RANDOM_SMALL, RANDOM_WIDE, TIMESTAMP_MILLIS) - Shared TestDataFactory for deterministic benchmark data generation
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Part of #3530 — Apache Parquet Java Performance Improvements
Summary
Optimize scalar hot paths for DELTA_BINARY_PACKED, DELTA_LENGTH_BYTE_ARRAY, and DELTA_BYTE_ARRAY.
DELTA_BINARY_PACKED reader: Cache
BytePackerForLonginstances, addunpack32Valuesbulk method, replaceByteBufferwith reusedbyte[]for mini-block data.DELTA_BINARY_PACKED writers: Cache
BytePackerForLonginstances, addpack32Values.DELTA_LENGTH_BYTE_ARRAY writer: Remove
LittleEndianDataOutputStreamwrapper; write directly toCapacityByteArrayOutputStreamviaBytesUtils.DELTA_BYTE_ARRAY reader:
ByteArraySliceOutputStreamto eliminate temporary copies.DELTA_BYTE_ARRAY writer:
Arrays.mismatchfor SIMD prefix-length computation, directwriteBytes(byte[],int,int)to avoidBinaryallocations.JMH benchmarks:
DeltaBinaryPackedEncodingBenchmark,DeltaBinaryPackedDecodingBenchmark,DeltaByteArrayEncodingBenchmark,DeltaByteArrayDecodingBenchmark,DeltaLengthByteArrayEncodingBenchmark,DeltaLengthByteArrayDecodingBenchmark,LongDeltaDecodingBenchmark.Benchmark results
Environment: JDK 25.0.3 (Temurin), OpenJDK 64-Bit Server VM, JMH 1.37, Linux x86_64.
Key observations:
ByteArraySliceOutputStreameliminates per-value suffixbyte[]allocation.