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Events include setup/validation outside query timing." } }, "clustering118": { "javaVersion": "11.0.28", "os": "Mac OS X aarch64", "inputRows": 250000, "parallelism": 2, "partitions": 7, "nativeBytes": 536870912, "sourceBatchRows": 8192, "rowBatchRows": 4096, "rowBatchMemoryThresholdBytes": 8388608, "warmups": 3, "trials": 10, "previous": "Same native source/compute with paimonBatchEncoding disabled", "timing": "SQL submission through successful final commit; fixture/validation excluded", "observations": [ { "operation": "cluster", "engine": "stock", "trial": -3, "elapsedNanos": 2413612959, "netRuntimeMillis": 1587, "sourceRows": 0, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "previous", "trial": -3, "elapsedNanos": 1089092959, "netRuntimeMillis": 691, "sourceRows": 250000, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "native", "trial": -3, "elapsedNanos": 485660333, "netRuntimeMillis": 419, "sourceRows": 250000, "nativeFiles": 14, "validatedRows": 187500 }, { "operation": "cluster", "engine": "previous", "trial": -2, "elapsedNanos": 376030375, "netRuntimeMillis": 329, "sourceRows": 250000, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "native", "trial": -2, "elapsedNanos": 362287334, "netRuntimeMillis": 322, "sourceRows": 250000, "nativeFiles": 14, "validatedRows": 187500 }, { "operation": "cluster", "engine": "stock", "trial": -2, "elapsedNanos": 471886917, "netRuntimeMillis": 431, "sourceRows": 0, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "native", "trial": -1, "elapsedNanos": 398194542, "netRuntimeMillis": 349, "sourceRows": 250000, "nativeFiles": 14, "validatedRows": 187500 }, { "operation": "cluster", "engine": "stock", "trial": -1, "elapsedNanos": 485046125, "netRuntimeMillis": 444, "sourceRows": 0, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "previous", "trial": -1, 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"elapsedNanos": 417940958, "netRuntimeMillis": 375, "sourceRows": 0, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "previous", "trial": 5, "elapsedNanos": 366876708, "netRuntimeMillis": 336, "sourceRows": 250000, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "stock", "trial": 6, "elapsedNanos": 380817750, "netRuntimeMillis": 349, "sourceRows": 0, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "previous", "trial": 6, "elapsedNanos": 378761666, "netRuntimeMillis": 342, "sourceRows": 250000, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "native", "trial": 6, "elapsedNanos": 339989250, "netRuntimeMillis": 305, "sourceRows": 250000, "nativeFiles": 14, "validatedRows": 187500 }, { "operation": "cluster", "engine": "previous", "trial": 7, "elapsedNanos": 350768708, "netRuntimeMillis": 318, "sourceRows": 250000, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "native", "trial": 7, "elapsedNanos": 326033083, "netRuntimeMillis": 291, "sourceRows": 250000, "nativeFiles": 14, "validatedRows": 187500 }, { "operation": "cluster", "engine": "stock", "trial": 7, "elapsedNanos": 423876416, "netRuntimeMillis": 396, "sourceRows": 0, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "native", "trial": 8, "elapsedNanos": 351291000, "netRuntimeMillis": 315, "sourceRows": 250000, "nativeFiles": 14, "validatedRows": 187500 }, { "operation": "cluster", "engine": "stock", "trial": 8, "elapsedNanos": 424443250, "netRuntimeMillis": 383, "sourceRows": 0, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "previous", "trial": 8, "elapsedNanos": 345721500, "netRuntimeMillis": 317, "sourceRows": 250000, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "stock", "trial": 9, "elapsedNanos": 378378958, "netRuntimeMillis": 349, "sourceRows": 0, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "previous", "trial": 9, "elapsedNanos": 367073208, "netRuntimeMillis": 337, "sourceRows": 250000, "nativeFiles": 0, "validatedRows": 187500 }, { "operation": "cluster", "engine": "native", "trial": 9, "elapsedNanos": 333084333, "netRuntimeMillis": 299, "sourceRows": 250000, "nativeFiles": 14, "validatedRows": 187500 } ], "profiled": true, "rawReportSha256": "6c8a6e589150b525044a5f9c47b17702d34ea99a0a15041a39f950aacc043318", "summary": { "stock": { "medianNanos": 396753833.5, "minNanos": 339708917, "maxNanos": 442259833 }, "previous": { "medianNanos": 372917437.0, "minNanos": 345721500, "maxNanos": 429856500 }, "native": { "medianNanos": 338543937.5, "minNanos": 299650125, "maxNanos": 362908167 } } }, "interpretation": [ "The original large Q21/Q33 slowdowns did not reproduce in this diagnostic. The primary losses remain recorded; this is not proof of a fix or of a specific external cause.", "Q88 remains slower and variable. Disabling shuffle compression for both engines did not eliminate the regression. The separate default-compression control ran after the disabled cohort; changing host/JVM state and fixed cohort order limit causal attribution.", "The combined TPC-DS JFR spans Q21/Q33/Q88. LZ4JavaSafeFastDecompressor appears in 5911/6712 native-named-worker and 4278/6399 stock-named-worker Java ExecutionSamples. These are inclusive Java-stack sample fractions, not percentages of whole-job CPU or proof that LZ4 causes the native/stock gap.", "NativeMethodSample remains separate because it can include blocking. The OS native sample resolves Parquet push decoding, dictionary/RLE decoding and Arrow take code; it is not a complete Rust CPU profile.", "Clustering JFR did not reproduce the prior Paimon2.0 loss. Java Parquet dictionary/equality work appears in stock/previous writer samples; native writer samples retain Java sorting/hash work. Sparse, unequal-duration samples do not establish component speedup or explain the earlier loss." ] }