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Both native modes require consumed NativeCalc work; candidate requires empty evaluator descriptors.", "source": "Third function commit in PR 573, based on the two-function head a8507dc3; native binary hash recorded above. 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"warmup": false, "rows": 1000000, "seconds": 1.311749541 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 1.310102667 }, { "engine": "native", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.237144375 } ], "previous": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 1.622776625 }, { "engine": "previous", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 1.838496166 }, { "engine": "previous", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 1.70154825 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 1.341901708 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 1.340658584 }, { "engine": "previous", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 1.726487375 }, { "engine": "previous", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 1.739532459 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 1.350793041 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 1.365580416 }, { "engine": "previous", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 1.683954042 }, { "engine": "previous", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 1.691472625 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 1.311691709 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 1.302556208 }, { "engine": "previous", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 1.621389125 } ] } }, "limits": [ "Four 16-row Flink 1.18 GenericRowData cells are slower than stock; fixed Calc/output costs remain visible for short integers.", "Independent previous/candidate stock controls drift by 0.423-2.257x; do not interpret previous/native ratios without this variability.", "Large fractional/invalid/Unicode-long gains avoid caught released Java parser exceptions; these do not characterize arbitrary arithmetic or every string.", "ASCII whole-job stock/native ranges overlap. Complete jobs are bounded and startup-heavy, not evidence for universal sustained speedup.", "NULL cells come from the original nullable-signature matrix; zero-NULL cells come from fresh declared NOT NULL controls. Both used the same production native binary; only benchmark signature controls changed." ] }