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"warmup": true, "rows": 1000000, "seconds": 0.342053083 }, { "engine": "previous", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.192272917 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.15979875 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.152629 }, { "engine": "previous", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.192563042 }, { "engine": "previous", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.171498958 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.127464292 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.121173 }, { "engine": "previous", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.160843583 }, { "engine": "previous", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.173476958 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.128584833 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.1288085 }, { "engine": "previous", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.1665905 } ] } }, "validation": { "focused": { "22-11": { "exit": 0, "result": [ "RESULT found=20 succeeded=20 aborted=0 skipped=0 failed=0" ] }, "22-17": { "exit": 0, "result": [ "RESULT found=20 succeeded=20 aborted=0 skipped=0 failed=0" ] }, "118-11": { "exit": 0, "result": [ "RESULT found=20 succeeded=20 aborted=0 skipped=0 failed=0" ] }, "118-17": { "exit": 0, "result": [ "RESULT found=20 succeeded=20 aborted=0 skipped=0 failed=0" ] } }, "released_upstream_abs": { "22-11": { "exit": 0, "succeeded": [ "1" ] }, "22-17": { "exit": 0, "succeeded": [ "1" ] }, "118-11": { "exit": 0, "succeeded": [ "1" ] }, "118-17": { "exit": 0, "succeeded": [ "1" ] } }, "rust_default_release_mimalloc": { "passed": 1003, "failed": 0, "ignored_pre_existing": 2 }, "java_release": 11, "runtime_jdks": [ 11, 17 ], "flink_releases": [ "1.18.1", "2.2.1" ], "preceding_encoder_control": "The same route test fails under the independently compiled main encoder: expected empty evaluator list but found ABS." }, "method": { "build": "release/default features/mimalloc", "prepared_boundary": "Real released generated Java on prepared GenericRowData/BinaryRowData versus production Calc on matching Arrow, timers and equal checksum consumption inside Rust. JNI/import/export and both transposes outside the small-operation timer; previous intrinsic JVM computation inside.", "previous": "Actual independently compiled encoder from base, qualified to bind an evaluator; candidate must not bind one. Independent stock controls and matching signatures/data are retained.", "signature": "All nullable and NOT NULL declarations match both Java/encoder and Arrow metadata, with NULL every seven rows where selected.", "order": "Serial timing jobs; alternating paired engines; 16 warmups and nine measurements; 131072 processed rows per trial.", "pipeline": "One million nullable INT rows, rowwise source/blackhole, p=1, two warmups/five measurements, retained JNI/planning/startup/source/sink and both transposes. Both candidates require consumed NativeCalc; only new candidate requires empty evaluator descriptors.", "allocation": "Untimed production operation after physical compilation. CountingAllocator wraps System; qualified executable symbols verify malloc=mi_malloc and free=sf_free via native build aliases. Timed execution disables counts but retains the wrapper check. Requests/bytes exclude JVM/C++/other-thread allocations and are not retained memory or copied bytes." }, "allocator_aliases": { "malloc_equals_mi_malloc": true, "free_equals_checked_sf_free": true }, "limits": [ "The initial correct native path loses to stock in 24 of 64 bulk cells and is retained as rejected performance evidence.", "All qualified 64 bulk cells beat paired stock; all 16 tiny-batch cells remain slower because fixed Calc/result costs dominate.", "Independent stock-control drift ranges from 0.611 to 1.638x. Separate before/after process timings do not isolate causality from variability.", "Whole-job native medians improve 9.8-16.9% over previous StreamFusion but lose 9.5-11.8% to paired stock, with some overlapping ranges. These jobs are not a whole-job acceleration claim." ], "initial_allocation_probes": { "add-INT": [ "NATIVE_ALLOCATION,\"integral_expression\",52,23876,0,4224" ], "nested-INT": [ "NATIVE_ALLOCATION,\"integral_expression\",129,61704,0,4224" ], "add-BIGINT": [ "NATIVE_ALLOCATION,\"integral_expression\",39,18728,128,8192" ], "nested-BIGINT": [ "NATIVE_ALLOCATION,\"integral_expression\",76,37399,0,8320" ] }, "source_files_sha256": { "src/main/java/tech/streamfusion/planner/RexExpression.java": "b4cdeb914cfced709a1cfa9e20c549d7c92a612f1d949834cdffe7e246c538db", "native/engine/src/expr.rs": "fa841096891162d8e0e75e37a276d073c380a22d64eccd0e2b7ded8235060e2e", "src/test/java/tech/streamfusion/planner/IntegralExpressionBenchmarkFunctions.java": "d967a231c5329d0e401a7539359a3f0fb62b05247575273528a726ce13db5ea7", "native/engine/examples/integral_expression.rs": "f1ad4cf6bf59825b11a247baba41ca7fb164df08bfc868264d5f8041089eed80" } }