{ "date": "2026-11-03", "base": "5d628b6a053442ed2d186d882eff57a7093c1b3e", "previous_head": "8ccec369195c917f26f8941e74ca770749a8ad39", "platform": "Apple M4 Pro, macOS arm64, one thread", "jdk": "17.0.12", "build": "release --no-default-features --features mimalloc", "method": { "rows_per_trial": 131072, "warmups": 16, "trials": 9, "bulk_batch": 1024, "tiny_batch": 16, "input": "Equal prepared GenericRowData/BinaryRowData and Arrow, BOOLEAN true/false, nullable/NOT NULL; four integer target widths; direct and verified logical producers.", "native_timer": "Inside Rust after import and before export, production Calc and equivalent consumed output. Intrinsic callbacks/conversions remain timed.", "stock_timer": "Released generated expression on equal prepared Java RowData, with setup outside timing.", "previous": "Frozen actual previous encoder rejects each exact BOOLEAN-to-integer TRY_CAST. Its control verifies the reason and runs released generated Java RowData without synthetic JNI/callback overhead. The native runtime is unchanged by this Java-only extension.", "pipeline": "Million-row bounded row source and blackhole sink, two warmups/five measurements alternating stock/native. Includes startup/JNI/both transposes. Previous must retain zero native substitutions and no native operators." }, "cells": { "22-0": { "source": "BOOLEAN", "target": "TINYINT", "nullable": false, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS TINYINT)", "engines": { "flink": { "median": 2.4255142211914062, "min": 2.4137496948242188, "max": 2.4674758911132812 }, "native": { "median": 1.9772872924804688, "min": 1.9718780517578125, "max": 2.06756591796875 }, "prior-stock": { "median": 2.4038925170898438, "min": 2.3632049560546875, "max": 2.472564697265625 }, "previous": { "median": 2.4048538208007812, "min": 2.3380889892578125, "max": 2.44903564453125 } } }, "22-1": { "source": "BOOLEAN", "target": "TINYINT", "nullable": false, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS TINYINT)", "engines": { "flink": { "median": 3.598846435546875, "min": 3.58740234375, "max": 3.6106109619140625 }, "native": { "median": 1.9636154174804688, "min": 1.944854736328125, "max": 1.9931793212890625 }, "prior-stock": { "median": 3.54766845703125, "min": 3.4805908203125, "max": 3.7310943603515625 }, "previous": { "median": 3.5473480224609375, "min": 3.4844131469726562, "max": 3.597259521484375 } } }, "22-2": { "source": "BOOLEAN", "target": "TINYINT", "nullable": true, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS TINYINT)", "engines": { "flink": { "median": 3.499664306640625, "min": 3.4685134887695312, "max": 3.615692138671875 }, "native": { "median": 2.1136627197265625, "min": 2.071380615234375, "max": 2.2554397583007812 }, "prior-stock": { "median": 3.5416336059570312, "min": 3.510162353515625, "max": 3.6471633911132812 }, "previous": { "median": 3.5244598388671875, "min": 3.5092086791992188, "max": 3.58740234375 } } }, "22-3": { "source": "BOOLEAN", "target": "TINYINT", "nullable": true, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS TINYINT)", "engines": { "flink": { "median": 4.465736389160156, "min": 4.442527770996094, "max": 4.553794860839844 }, "native": { "median": 2.124786376953125, "min": 2.1168441772460938, "max": 2.1670684814453125 }, "prior-stock": { "median": 4.561103820800781, "min": 4.424095153808594, "max": 4.7992095947265625 }, "previous": { "median": 4.522003173828125, "min": 4.46319580078125, "max": 4.687309265136719 } } }, "22-4": { "source": "BOOLEAN", "target": "SMALLINT", "nullable": false, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS SMALLINT)", "engines": { "flink": { "median": 2.458892822265625, "min": 2.4553909301757812, "max": 2.570465087890625 }, "native": { "median": 2.0548477172851562, "min": 2.0284652709960938, "max": 2.1826400756835938 }, "prior-stock": { "median": 2.4210662841796875, "min": 2.3981704711914062, "max": 2.4770126342773438 }, "previous": { "median": 2.416290283203125, "min": 2.399444580078125, "max": 2.475738525390625 } } }, "22-5": { "source": "BOOLEAN", "target": "SMALLINT", "nullable": false, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS SMALLINT)", "engines": { "flink": { "median": 3.5746917724609375, "min": 3.5381317138671875, "max": 3.7775039672851562 }, "native": { "median": 1.9922256469726562, "min": 1.947723388671875, "max": 2.179779052734375 }, "prior-stock": { "median": 3.7482528686523438, "min": 3.726959228515625, "max": 3.7689208984375 }, "previous": { "median": 3.7542953491210938, "min": 3.7342758178710938, "max": 3.7991256713867188 } } }, "22-6": { "source": "BOOLEAN", "target": "SMALLINT", "nullable": true, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS SMALLINT)", "engines": { "flink": { "median": 5.049064636230469, "min": 3.6808700561523438, "max": 19.481979370117188 }, "native": { "median": 2.15911865234375, "min": 2.1464004516601562, "max": 2.2093429565429688 }, "prior-stock": { "median": 3.5610198974609375, "min": 3.5155563354492188, "max": 3.6077499389648438 }, "previous": { "median": 3.5565643310546875, "min": 3.5165176391601562, "max": 3.6325454711914062 } } }, "22-7": { "source": "BOOLEAN", "target": "SMALLINT", "nullable": true, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS SMALLINT)", "engines": { "flink": { "median": 4.552207946777344, "min": 4.4231414794921875, "max": 4.9152374267578125 }, "native": { "median": 2.2090301513671875, "min": 2.14990234375, "max": 2.2881851196289062 }, "prior-stock": { "median": 4.351295471191406, "min": 4.288360595703125, "max": 4.523590087890625 }, "previous": { "median": 4.4097900390625, "min": 4.270240783691406, "max": 4.8710479736328125 } } }, "22-8": { "source": "BOOLEAN", "target": "INT", "nullable": false, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS INT)", "engines": { "flink": { "median": 2.3873672485351562, "min": 2.35906982421875, "max": 2.4309158325195312 }, "native": { "median": 2.007171630859375, "min": 1.9861831665039062, "max": 2.0167007446289062 }, "prior-stock": { "median": 2.4906845092773438, "min": 2.1444931030273438, "max": 2.5097503662109375 }, "previous": { "median": 2.500213623046875, "min": 2.29644775390625, "max": 2.552032470703125 } } }, "22-9": { "source": "BOOLEAN", "target": "INT", "nullable": false, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS INT)", "engines": { "flink": { "median": 3.6602020263671875, "min": 3.5219192504882812, "max": 3.7622451782226562 }, "native": { "median": 2.0249710083007812, "min": 1.9776077270507812, "max": 2.234771728515625 }, "prior-stock": { "median": 3.5524368286132812, "min": 3.5028457641601562, "max": 3.7587509155273438 }, "previous": { "median": 3.5228729248046875, "min": 3.48663330078125, "max": 3.7953033447265625 } } }, "22-10": { "source": "BOOLEAN", "target": "INT", "nullable": true, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS INT)", "engines": { "flink": { "median": 3.5839080810546875, "min": 3.539398193359375, "max": 3.7164688110351562 }, "native": { "median": 2.1114349365234375, "min": 2.0929946899414062, "max": 2.1623001098632812 }, "prior-stock": { "median": 3.6096572875976562, "min": 3.5260543823242188, "max": 3.8957595825195312 }, "previous": { "median": 3.6156997680664062, "min": 3.2421798706054688, "max": 3.77813720703125 } } }, "22-11": { "source": "BOOLEAN", "target": "INT", "nullable": true, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS INT)", "engines": { "flink": { "median": 4.5029296875, "min": 4.354156494140625, "max": 26.911102294921875 }, "native": { "median": 2.166107177734375, "min": 2.0475387573242188, "max": 2.2481307983398438 }, "prior-stock": { "median": 4.597663879394531, "min": 4.349708557128906, "max": 4.70892333984375 }, "previous": { "median": 4.615142822265625, "min": 4.395484924316406, "max": 4.813514709472656 } } }, "22-12": { "source": "BOOLEAN", "target": "BIGINT", "nullable": false, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS BIGINT)", "engines": { "flink": { "median": 2.1177902221679688, "min": 2.0475387573242188, "max": 2.729736328125 }, "native": { "median": 1.9397735595703125, "min": 1.7404556274414062, "max": 2.0205230712890625 }, "prior-stock": { "median": 2.1419525146484375, "min": 2.1212844848632812, "max": 2.19122314453125 }, "previous": { "median": 2.1435394287109375, "min": 2.1200180053710938, "max": 2.1861419677734375 } } }, "22-13": { "source": "BOOLEAN", "target": "BIGINT", "nullable": false, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS BIGINT)", "engines": { "flink": { "median": 3.28826904296875, "min": 3.2542572021484375, "max": 3.3505706787109375 }, "native": { "median": 1.947723388671875, "min": 1.9194259643554688, "max": 2.033233642578125 }, "prior-stock": { "median": 3.2901763916015625, "min": 3.240264892578125, "max": 3.385223388671875 }, "previous": { "median": 3.31878662109375, "min": 3.238677978515625, "max": 3.4147872924804688 } } }, "22-14": { "source": "BOOLEAN", "target": "BIGINT", "nullable": true, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS BIGINT)", "engines": { "flink": { "median": 4.0299072265625, "min": 2.7141571044921875, "max": 4.1351318359375 }, "native": { "median": 2.4197845458984375, "min": 2.405487060546875, "max": 2.8756484985351562 }, "prior-stock": { "median": 2.6973037719726562, "min": 2.6362762451171875, "max": 2.9347686767578125 }, "previous": { "median": 2.6798248291015625, "min": 2.6442184448242188, "max": 2.710662841796875 } } }, "22-15": { "source": "BOOLEAN", "target": "BIGINT", "nullable": true, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS BIGINT)", "engines": { "flink": { "median": 4.4339447021484375, "min": 4.0661468505859375, "max": 5.932807922363281 }, "native": { "median": 2.3663864135742188, "min": 2.3358688354492188, "max": 2.5043487548828125 }, "prior-stock": { "median": 4.115425109863281, "min": 4.0760040283203125, "max": 4.229866027832031 }, "previous": { "median": 4.1408538818359375, "min": 4.09698486328125, "max": 4.321418762207031 } } }, "22-16": { "source": "BOOLEAN", "target": "TINYINT", "nullable": true, "binary": true, "batch": 16, "computed": false, "expression": "TRY_CAST(v AS TINYINT)", "engines": { "flink": { "median": 4.8618316650390625, "min": 4.807159423828125, "max": 4.923820495605469 }, "native": { "median": 16.48839569091797, "min": 16.296066284179688, "max": 17.66077423095703 }, "prior-stock": { "median": 4.896797180175781, "min": 4.7572479248046875, "max": 5.010284423828125 }, "previous": { "median": 4.79571533203125, "min": 4.7283172607421875, "max": 4.866912841796875 } } }, "22-17": { "source": "BOOLEAN", "target": "SMALLINT", "nullable": true, "binary": true, "batch": 16, "computed": false, "expression": "TRY_CAST(v AS SMALLINT)", "engines": { "flink": { "median": 4.729591369628906, "min": 4.713691711425781, "max": 4.865966796875 }, "native": { "median": 15.719413757324219, "min": 15.656158447265625, "max": 16.524627685546875 }, "prior-stock": { "median": 4.732765197753906, "min": 4.666015625, "max": 4.940032958984375 }, "previous": { "median": 4.735626220703125, "min": 4.6825408935546875, "max": 4.870735168457031 } } }, "22-18": { "source": "BOOLEAN", "target": "INT", "nullable": true, "binary": true, "batch": 16, "computed": false, "expression": "TRY_CAST(v AS INT)", "engines": { "flink": { "median": 4.7267303466796875, "min": 4.664100646972656, "max": 4.9174652099609375 }, "native": { "median": 16.172409057617188, "min": 16.06464385986328, "max": 16.928672790527344 }, "prior-stock": { "median": 4.773460388183594, "min": 4.666328430175781, "max": 5.380317687988281 }, "previous": { "median": 4.784584045410156, "min": 4.471466064453125, "max": 4.967689514160156 } } }, "22-19": { "source": "BOOLEAN", "target": "BIGINT", "nullable": true, "binary": true, "batch": 16, "computed": false, "expression": "TRY_CAST(v AS BIGINT)", "engines": { "flink": { "median": 4.8526153564453125, "min": 4.723548889160156, "max": 5.110107421875 }, "native": { "median": 17.115280151367188, "min": 16.614593505859375, "max": 17.452880859375 }, "prior-stock": { "median": 4.9495697021484375, "min": 4.738807678222656, "max": 5.282402038574219 }, "previous": { "median": 4.886314392089844, "min": 4.805564880371094, "max": 5.0811767578125 } } }, "22-20": { "source": "BOOLEAN", "target": "INT", "nullable": false, "binary": true, "batch": 1024, "computed": true, "expression": "TRY_CAST(NOT v OR v IS NULL AS INT)", "engines": { "flink": { "median": 3.5823135375976562, "min": 3.464385986328125, "max": 3.9262771606445312 }, "native": { "median": 2.0230560302734375, "min": 1.8949508666992188, "max": 2.2284164428710938 }, "prior-stock": { "median": 3.6497116088867188, "min": 3.6055221557617188, "max": 3.8296432495117188 }, "previous": { "median": 3.6945343017578125, "min": 3.652252197265625, "max": 3.8131103515625 } } }, "22-21": { "source": "BOOLEAN", "target": "INT", "nullable": true, "binary": true, "batch": 1024, "computed": true, "expression": "TRY_CAST(NOT v OR v IS NULL AS INT)", "engines": { "flink": { "median": 3.6512985229492188, "min": 3.5696029663085938, "max": 3.7752838134765625 }, "native": { "median": 2.2389144897460938, "min": 2.2128372192382812, "max": 2.3479461669921875 }, "prior-stock": { "median": 3.5111160278320312, "min": 3.467559814453125, "max": 3.5718307495117188 }, "previous": { "median": 3.4701004028320312, "min": 3.4666061401367188, "max": 3.5676956176757812 } } }, "22-22": { "source": "BOOLEAN", "target": "BIGINT", "nullable": false, "binary": true, "batch": 1024, "computed": true, "expression": "TRY_CAST(NOT v OR v IS NULL AS BIGINT)", "engines": { "flink": { "median": 3.2574310302734375, "min": 3.0345916748046875, "max": 3.57659912109375 }, "native": { "median": 1.926422119140625, "min": 1.7290115356445312, "max": 2.0672454833984375 }, "prior-stock": { "median": 3.2978057861328125, "min": 3.2393112182617188, "max": 3.5718307495117188 }, "previous": { "median": 3.3057479858398438, "min": 3.2278671264648438, "max": 3.4755096435546875 } } }, "22-23": { "source": "BOOLEAN", "target": "BIGINT", "nullable": true, "binary": true, "batch": 1024, "computed": true, "expression": "TRY_CAST(NOT v OR v IS NULL AS BIGINT)", "engines": { "flink": { "median": 3.2008514404296875, "min": 3.1620635986328125, "max": 3.2987594604492188 }, "native": { "median": 2.2748336791992188, "min": 2.214111328125, "max": 2.4770126342773438 }, "prior-stock": { "median": 3.1970367431640625, "min": 3.1585693359375, "max": 3.2621994018554688 }, "previous": { "median": 3.2281875610351562, "min": 3.1795501708984375, "max": 3.2736434936523438 } } }, "118-0": { "source": "BOOLEAN", "target": "TINYINT", "nullable": false, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS TINYINT)", "engines": { "flink": { "median": 2.4547576904296875, "min": 2.4143829345703125, "max": 2.5647430419921875 }, "native": { "median": 1.9979476928710938, "min": 1.9779205322265625, "max": 2.0599365234375 }, "prior-stock": { "median": 2.4426727294921875, "min": 2.4003982543945312, "max": 2.5485382080078125 }, "previous": { "median": 2.429962158203125, "min": 2.359710693359375, "max": 2.582550048828125 } } }, "118-1": { "source": "BOOLEAN", "target": "TINYINT", "nullable": false, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS TINYINT)", "engines": { "flink": { "median": 5.606651306152344, "min": 3.5467147827148438, "max": 5.743980407714844 }, "native": { "median": 1.9887313842773438, "min": 1.9871368408203125, "max": 2.00048828125 }, "prior-stock": { "median": 3.7161483764648438, "min": 3.225006103515625, "max": 3.85125732421875 }, "previous": { "median": 3.7492141723632812, "min": 3.4303665161132812, "max": 3.8150177001953125 } } }, "118-2": { "source": "BOOLEAN", "target": "TINYINT", "nullable": true, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS TINYINT)", "engines": { "flink": { "median": 3.6373138427734375, "min": 3.5301895141601562, "max": 9.724617004394531 }, "native": { "median": 2.1708831787109375, "min": 2.1451339721679688, "max": 2.2401809692382812 }, "prior-stock": { "median": 3.49871826171875, "min": 3.4869537353515625, "max": 3.530181884765625 }, "previous": { "median": 3.5317764282226562, "min": 3.4847259521484375, "max": 3.5956649780273438 } } }, "118-3": { "source": "BOOLEAN", "target": "TINYINT", "nullable": true, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS TINYINT)", "engines": { "flink": { "median": 4.384361267089844, "min": 4.2476654052734375, "max": 4.441261291503906 }, "native": { "median": 2.14385986328125, "min": 2.1181106567382812, "max": 2.2023544311523438 }, "prior-stock": { "median": 4.1027069091796875, "min": 4.065513610839844, "max": 4.2972564697265625 }, "previous": { "median": 4.09857177734375, "min": 4.0645599365234375, "max": 4.288352966308594 } } }, "118-4": { "source": "BOOLEAN", "target": "SMALLINT", "nullable": false, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS SMALLINT)", "engines": { "flink": { "median": 2.5752410888671875, "min": 2.49322509765625, "max": 2.6340484619140625 }, "native": { "median": 2.0999908447265625, "min": 2.0430908203125, "max": 2.2306442260742188 }, "prior-stock": { "median": 2.4105758666992188, "min": 2.3663787841796875, "max": 2.48114013671875 }, "previous": { "median": 2.4213790893554688, "min": 2.3838729858398438, "max": 2.4884490966796875 } } }, "118-5": { "source": "BOOLEAN", "target": "SMALLINT", "nullable": false, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS SMALLINT)", "engines": { "flink": { "median": 3.6630630493164062, "min": 3.6121978759765625, "max": 3.7145614624023438 }, "native": { "median": 2.057708740234375, "min": 2.0173416137695312, "max": 2.1543502807617188 }, "prior-stock": { "median": 3.5524368286132812, "min": 3.4837722778320312, "max": 3.7260055541992188 }, "previous": { "median": 3.6191940307617188, "min": 3.4872665405273438, "max": 3.6862716674804688 } } }, "118-6": { "source": "BOOLEAN", "target": "SMALLINT", "nullable": true, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS SMALLINT)", "engines": { "flink": { "median": 3.5289154052734375, "min": 3.50347900390625, "max": 3.6001205444335938 }, "native": { "median": 2.1216049194335938, "min": 2.111114501953125, "max": 2.1419525146484375 }, "prior-stock": { "median": 3.6617889404296875, "min": 3.5635604858398438, "max": 3.7501678466796875 }, "previous": { "median": 3.66815185546875, "min": 3.5025253295898438, "max": 3.81024169921875 } } }, "118-7": { "source": "BOOLEAN", "target": "SMALLINT", "nullable": true, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS SMALLINT)", "engines": { "flink": { "median": 4.383087158203125, "min": 4.292488098144531, "max": 4.46636962890625 }, "native": { "median": 2.1359176635742188, "min": 2.1136550903320312, "max": 2.2341384887695312 }, "prior-stock": { "median": 4.216194152832031, "min": 4.167236328125, "max": 4.4651031494140625 }, "previous": { "median": 4.209197998046875, "min": 4.1621551513671875, "max": 4.319190979003906 } } }, "118-8": { "source": "BOOLEAN", "target": "INT", "nullable": false, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS INT)", "engines": { "flink": { "median": 2.445220947265625, "min": 2.3797378540039062, "max": 2.4929046630859375 }, "native": { "median": 2.0631103515625, "min": 2.0144729614257812, "max": 2.1654739379882812 }, "prior-stock": { "median": 2.5313720703125, "min": 2.4862289428710938, "max": 2.6693344116210938 }, "previous": { "median": 2.5822296142578125, "min": 2.4852752685546875, "max": 2.7348175048828125 } } }, "118-9": { "source": "BOOLEAN", "target": "INT", "nullable": false, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS INT)", "engines": { "flink": { "median": 3.7619247436523438, "min": 3.7279129028320312, "max": 3.9825439453125 }, "native": { "median": 2.0869598388671875, "min": 2.0189285278320312, "max": 2.1196975708007812 }, "prior-stock": { "median": 3.7206039428710938, "min": 3.5266876220703125, "max": 4.1392669677734375 }, "previous": { "median": 3.7317276000976562, "min": 3.6516189575195312, "max": 3.8878173828125 } } }, "118-10": { "source": "BOOLEAN", "target": "INT", "nullable": true, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS INT)", "engines": { "flink": { "median": 3.5276412963867188, "min": 3.51397705078125, "max": 3.681182861328125 }, "native": { "median": 2.12860107421875, "min": 2.101898193359375, "max": 2.2281036376953125 }, "prior-stock": { "median": 3.5104751586914062, "min": 3.4573898315429688, "max": 3.6652908325195312 }, "previous": { "median": 3.5505294799804688, "min": 3.4395904541015625, "max": 3.784820556640625 } } }, "118-11": { "source": "BOOLEAN", "target": "INT", "nullable": true, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS INT)", "engines": { "flink": { "median": 4.287086486816406, "min": 4.1942596435546875, "max": 4.367828369140625 }, "native": { "median": 2.1619796752929688, "min": 2.1053924560546875, "max": 2.2033004760742188 }, "prior-stock": { "median": 4.638984680175781, "min": 4.520729064941406, "max": 4.73785400390625 }, "previous": { "median": 4.616424560546875, "min": 4.445396423339844, "max": 4.6755523681640625 } } }, "118-12": { "source": "BOOLEAN", "target": "BIGINT", "nullable": false, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS BIGINT)", "engines": { "flink": { "median": 2.1066665649414062, "min": 2.0996780395507812, "max": 2.1212921142578125 }, "native": { "median": 1.9222869873046875, "min": 1.9137115478515625, "max": 1.9976272583007812 }, "prior-stock": { "median": 2.0593032836914062, "min": 2.042449951171875, "max": 2.0863189697265625 }, "previous": { "median": 2.0672531127929688, "min": 2.042449951171875, "max": 2.109527587890625 } } }, "118-13": { "source": "BOOLEAN", "target": "BIGINT", "nullable": false, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS BIGINT)", "engines": { "flink": { "median": 3.3473968505859375, "min": 2.9252395629882812, "max": 3.8843154907226562 }, "native": { "median": 1.9467697143554688, "min": 1.8355026245117188, "max": 2.1991729736328125 }, "prior-stock": { "median": 3.2777786254882812, "min": 3.17987060546875, "max": 3.3979415893554688 }, "previous": { "median": 3.2052993774414062, "min": 3.1865386962890625, "max": 3.2380447387695312 } } }, "118-14": { "source": "BOOLEAN", "target": "BIGINT", "nullable": true, "binary": false, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS BIGINT)", "engines": { "flink": { "median": 2.685546875, "min": 2.6667938232421875, "max": 2.8285980224609375 }, "native": { "median": 2.3921356201171875, "min": 2.3701934814453125, "max": 2.5482177734375 }, "prior-stock": { "median": 2.6852264404296875, "min": 2.6327743530273438, "max": 3.0307769775390625 }, "previous": { "median": 2.6760101318359375, "min": 2.635955810546875, "max": 2.851806640625 } } }, "118-15": { "source": "BOOLEAN", "target": "BIGINT", "nullable": true, "binary": true, "batch": 1024, "computed": false, "expression": "TRY_CAST(v AS BIGINT)", "engines": { "flink": { "median": 4.3354034423828125, "min": 4.261970520019531, "max": 4.46478271484375 }, "native": { "median": 2.4560317993164062, "min": 2.3686065673828125, "max": 2.5682449340820312 }, "prior-stock": { "median": 4.534721374511719, "min": 4.4193267822265625, "max": 4.6857147216796875 }, "previous": { "median": 4.560783386230469, "min": 4.52105712890625, "max": 4.7318115234375 } } }, "118-16": { "source": "BOOLEAN", "target": "TINYINT", "nullable": true, "binary": true, "batch": 16, "computed": false, "expression": "TRY_CAST(v AS TINYINT)", "engines": { "flink": { "median": 4.8205108642578125, "min": 4.7779083251953125, "max": 5.038581848144531 }, "native": { "median": 16.756690979003906, "min": 16.561508178710938, "max": 17.81940460205078 }, "prior-stock": { "median": 4.732765197753906, "min": 4.6672821044921875, "max": 4.9022064208984375 }, "previous": { "median": 4.708290100097656, "min": 4.679679870605469, "max": 4.838630676269531 } } }, "118-17": { "source": "BOOLEAN", "target": "SMALLINT", "nullable": true, "binary": true, "batch": 16, "computed": false, "expression": "TRY_CAST(v AS SMALLINT)", "engines": { "flink": { "median": 4.685401916503906, "min": 4.662513732910156, "max": 4.750572204589844 }, "native": { "median": 16.655288696289062, "min": 16.465499877929688, "max": 17.355918884277344 }, "prior-stock": { "median": 4.777275085449219, "min": 4.688896179199219, "max": 4.896797180175781 }, "previous": { "median": 4.7442169189453125, "min": 4.690803527832031, "max": 4.852607727050781 } } }, "118-18": { "source": "BOOLEAN", "target": "INT", "nullable": true, "binary": true, "batch": 16, "computed": false, "expression": "TRY_CAST(v AS INT)", "engines": { "flink": { "median": 4.7527923583984375, "min": 4.7000274658203125, "max": 4.868507385253906 }, "native": { "median": 16.121551513671875, "min": 15.93017578125, "max": 17.221450805664062 }, "prior-stock": { "median": 4.8878936767578125, "min": 4.723869323730469, "max": 5.0770416259765625 }, "previous": { "median": 4.8716888427734375, "min": 4.706062316894531, "max": 5.0487518310546875 } } }, "118-19": { "source": "BOOLEAN", "target": "BIGINT", "nullable": true, "binary": true, "batch": 16, "computed": false, "expression": "TRY_CAST(v AS BIGINT)", "engines": { "flink": { "median": 4.847846984863281, "min": 4.721641540527344, "max": 5.208015441894531 }, "native": { "median": 17.210960388183594, "min": 16.98748779296875, "max": 17.370223999023438 }, "prior-stock": { "median": 4.774726867675781, "min": 4.73944091796875, "max": 4.8433990478515625 }, "previous": { "median": 4.761695861816406, "min": 4.728630065917969, "max": 4.921913146972656 } } }, "118-20": { "source": "BOOLEAN", "target": "INT", "nullable": false, "binary": true, "batch": 1024, "computed": true, "expression": "TRY_CAST(NOT v OR v IS NULL AS INT)", "engines": { "flink": { "median": 3.7794113159179688, "min": 3.678955078125, "max": 3.9126052856445312 }, "native": { "median": 2.1085739135742188, "min": 2.0678863525390625, "max": 2.2684783935546875 }, "prior-stock": { "median": 3.8274154663085938, "min": 3.74603271484375, "max": 4.008934020996094 }, "previous": { "median": 3.9265975952148438, "min": 3.7740097045898438, "max": 4.006065368652344 } } }, "118-21": { "source": "BOOLEAN", "target": "INT", "nullable": true, "binary": true, "batch": 1024, "computed": true, "expression": "TRY_CAST(NOT v OR v IS NULL AS INT)", "engines": { "flink": { "median": 3.6029815673828125, "min": 3.4230499267578125, "max": 3.6884918212890625 }, "native": { "median": 2.2125244140625, "min": 2.1998062133789062, "max": 2.4855880737304688 }, "prior-stock": { "median": 3.673553466796875, "min": 3.5702438354492188, "max": 3.9049758911132812 }, "previous": { "median": 3.6411285400390625, "min": 3.5788192749023438, "max": 3.7031173706054688 } } }, "118-22": { "source": "BOOLEAN", "target": "BIGINT", "nullable": false, "binary": true, "batch": 1024, "computed": true, "expression": "TRY_CAST(NOT v OR v IS NULL AS BIGINT)", "engines": { "flink": { "median": 3.345489501953125, "min": 3.2558441162109375, "max": 3.562286376953125 }, "native": { "median": 1.9604339599609375, "min": 1.9432754516601562, "max": 2.275146484375 }, "prior-stock": { "median": 3.2825469970703125, "min": 3.2126083374023438, "max": 3.4669265747070312 }, "previous": { "median": 3.2644271850585938, "min": 3.2278671264648438, "max": 3.3871307373046875 } } }, "118-23": { "source": "BOOLEAN", "target": "BIGINT", "nullable": true, "binary": true, "batch": 1024, "computed": true, "expression": "TRY_CAST(NOT v OR v IS NULL AS BIGINT)", "engines": { "flink": { "median": 3.3954010009765625, "min": 3.34930419921875, "max": 3.4646987915039062 }, "native": { "median": 2.2999420166015625, "min": 2.29327392578125, "max": 2.381011962890625 }, "prior-stock": { "median": 3.3295974731445312, "min": 3.1881332397460938, "max": 3.4287796020507812 }, "previous": { "median": 3.4468994140625, "min": 3.2183303833007812, "max": 3.5333633422851562 } } } }, "bulk_ratios": { "flink": [ 1.2266878113340047, 1.832765420106848, 1.6557345095689462, 2.101734290843806, 1.1966301938492498, 1.7943207276208712, 2.3384840989399294, 2.0607269411691567, 1.1894185887397182, 1.8075330517638282, 1.6973803071364046, 2.078812042998633, 1.091771878072763, 1.688262851949924, 1.6653991915905235, 1.873719641354496, 1.7707436096633806, 1.6308342903097195, 1.6909227722772278, 1.4070705342978935, 1.228639618138425, 2.819209949859399, 1.6754995747552206, 2.0450782918149466, 1.2263106267029973, 1.7801659572574784, 1.6633235400941446, 2.052086198336185, 1.1852109342642447, 1.802586074533344, 1.657258064516129, 1.9829448610498457, 1.0959167797807572, 1.7194621561565564, 1.1226566137869887, 1.7652065594547663, 1.7924016282225237, 1.6284482758620689, 1.7065045649483572, 1.4762985225139158 ], "previous": [ 1.2162389501749837, 1.8065390966488586, 1.6674655828358156, 2.1282154398563735, 1.1758974949226422, 1.8844729535662996, 1.6472296819787986, 1.996256156274392, 1.2456401757613538, 1.7397152405460088, 1.7124372177055105, 2.130616097719044, 1.105046214355949, 1.703931184682638, 1.1074642300877142, 1.7498637830588037, 1.8262145222238144, 1.5499030528966569, 1.7160039603960395, 1.4190872900086193, 1.2162291169451074, 1.885229047021679, 1.626884607544756, 1.9117722419928826, 1.1530426884650318, 1.7588466044759519, 1.7289514281707261, 1.970674277304891, 1.251619726643394, 1.7881166329119478, 1.668010752688172, 2.1352765769739745, 1.075413362544551, 1.6464707426900813, 1.1186699070618928, 1.8569724494201922, 1.8622053369516056, 1.6456896551724138, 1.6651553950451046, 1.4986897013846041 ], "prior-stock": [ 1.2157527771668462, 1.8067022826614862, 1.6755907046584995, 2.1466175942549373, 1.1782217552249445, 1.8814399234083294, 1.6492932862190812, 1.9697764054955758, 1.2408926426540572, 1.7543149082387337, 1.7095754290876242, 2.1225468096197466, 1.104228121927237, 1.6892421227457186, 1.1146875768525, 1.7391179590349715, 1.8040585897136134, 1.5682224774159252, 1.7118811881188118, 1.4053936216952245, 1.2225909307875895, 1.8686024698178136, 1.61165662714116, 1.9137010676156583, 1.1478982742960944, 1.726404111112759, 1.7259523235868428, 1.9739497569286932, 1.2269688184131116, 1.7827865556294828, 1.6491935483870968, 2.145711513012792, 1.0712777526413133, 1.6837012623105652, 1.1225226604410254, 1.8463610185234083, 1.8151677973767526, 1.660344827586207, 1.6743981506705377, 1.4476875717347026 ] }, "tiny_ratios": { "flink": [ 0.29486383976805125, 0.30087581144209186, 0.2922712584031136, 0.28352532436097344, 0.28767677761068106, 0.28131616340867466, 0.294809860847936, 0.2816720784617942 ], "previous": [ 0.2908539691749874, 0.3012597221379603, 0.29584856704800094, 0.28549426879813705, 0.2809797057185773, 0.2848474743042049, 0.3021848634507667, 0.2766664819637613 ], "prior-stock": [ 0.2969844533069402, 0.30107771643511494, 0.2951607500884538, 0.28919010722433663, 0.28244032211873155, 0.28683231930489655, 0.3031900293599308, 0.2774236161134815 ] }, "pipeline": { "22-BOOLEAN-TINYINT": { "candidate": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.482739042 }, { "engine": "native", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.325349417 }, { "engine": "native", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.19460975 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.174635 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.201501417 }, { "engine": "native", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.180735333 }, { "engine": "native", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.174189959 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.170140375 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.172791417 }, { "engine": "native", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.162400084 }, { "engine": "native", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.165264958 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.1666115 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.153478417 }, { "engine": "native", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.16792025 } ], "stats": { "stock": { "median": 0.170140375, "min": 0.153478417, "max": 0.201501417 }, "native": { "median": 0.16792025, "min": 0.162400084, "max": 0.180735333 } } }, "previous": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.442018166 }, { "engine": "previous", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.213993625 }, { "engine": "previous", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.167278333 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.152644584 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.152393542 }, { "engine": "previous", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.144512125 }, { "engine": "previous", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.13377325 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.139084 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.137815958 }, { "engine": "previous", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.161090375 }, { "engine": "previous", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.145854166 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.146072917 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.143392417 }, { "engine": "previous", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.147940917 } ], "stats": { "stock": { "median": 0.143392417, "min": 0.137815958, "max": 0.152393542 }, "previous": { "median": 0.145854166, "min": 0.13377325, "max": 0.161090375 } } } }, "22-BOOLEAN-SMALLINT": { "candidate": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.433511208 }, { "engine": "native", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.314685042 }, { "engine": "native", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.200327833 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.159121541 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.169793583 }, { "engine": "native", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.18301875 }, { "engine": "native", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.162561 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.158450666 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.199705958 }, { "engine": "native", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.159591542 }, { "engine": "native", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.164648208 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.155467084 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.153766917 }, { "engine": "native", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.158640083 } ], "stats": { "stock": { "median": 0.158450666, "min": 0.153766917, "max": 0.199705958 }, "native": { "median": 0.162561, "min": 0.158640083, "max": 0.18301875 } } }, "previous": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.476533083 }, { "engine": "previous", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.190913292 }, { "engine": "previous", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.148793833 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.182473208 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.155138792 }, { "engine": "previous", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.1714785 }, { "engine": "previous", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.142269625 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.1428655 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.142876083 }, { "engine": "previous", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.140042417 }, { "engine": "previous", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.144996083 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.143128375 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.139888292 }, { "engine": "previous", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.137079375 } ], "stats": { "stock": { "median": 0.142876083, "min": 0.139888292, "max": 0.155138792 }, "previous": { "median": 0.142269625, "min": 0.137079375, "max": 0.1714785 } } } }, "22-BOOLEAN-INT": { "candidate": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.437493416 }, { "engine": "native", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.321002125 }, { "engine": "native", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.183608709 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.180514792 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.183438125 }, { "engine": "native", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.1853775 }, { "engine": "native", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.183962416 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.164928375 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.191323542 }, { "engine": "native", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.173541583 }, { "engine": "native", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.16739475 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.167678792 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.16189425 }, { "engine": "native", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.162094875 } ], "stats": { "stock": { "median": 0.167678792, "min": 0.16189425, "max": 0.191323542 }, "native": { "median": 0.173541583, "min": 0.162094875, "max": 0.1853775 } } }, "previous": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.44558875 }, { "engine": "previous", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.192824375 }, { "engine": "previous", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.171862708 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.176584084 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.166972709 }, { "engine": "previous", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.184642875 }, { "engine": "previous", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.146494709 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.146190208 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.14496425 }, { "engine": "previous", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.171117292 }, { "engine": "previous", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.144938625 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.138473375 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.152307375 }, { "engine": "previous", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.145953542 } ], "stats": { "stock": { "median": 0.146190208, "min": 0.138473375, "max": 0.166972709 }, "previous": { "median": 0.146494709, "min": 0.144938625, "max": 0.184642875 } } } }, "22-BOOLEAN-BIGINT": { "candidate": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.425356667 }, { "engine": "native", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.352637334 }, { "engine": "native", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.238694708 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.172299166 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.161556833 }, { "engine": "native", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.169256291 }, { "engine": "native", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.175212167 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.162643708 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.158732 }, { "engine": "native", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.172093875 }, { "engine": "native", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.16507325 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.164623666 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.152973708 }, { "engine": "native", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.164509792 } ], "stats": { "stock": { "median": 0.161556833, "min": 0.152973708, "max": 0.164623666 }, "native": { "median": 0.169256291, "min": 0.164509792, "max": 0.175212167 } } }, "previous": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.4277705 }, { "engine": "previous", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.184894875 }, { "engine": "previous", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.165096792 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.160867083 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.15396 }, { "engine": "previous", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.157842125 }, { "engine": "previous", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.171046209 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.145268458 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.14062725 }, { "engine": "previous", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.14420475 }, { "engine": "previous", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.155128041 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.137376 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.137322084 }, { "engine": "previous", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.167834583 } ], "stats": { "stock": { "median": 0.14062725, "min": 0.137322084, "max": 0.15396 }, "previous": { "median": 0.157842125, "min": 0.14420475, "max": 0.171046209 } } } }, "118-BOOLEAN-TINYINT": { "candidate": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.407564375 }, { "engine": "native", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.320103208 }, { "engine": "native", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.1965915 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.166823417 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.176881584 }, { "engine": "native", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.183708209 }, { "engine": "native", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.17132375 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.16809425 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.155951541 }, { "engine": "native", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.1678805 }, { "engine": "native", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.170371667 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.153182458 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.148144 }, { "engine": "native", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.161771375 } ], "stats": { "stock": { "median": 0.155951541, "min": 0.148144, "max": 0.176881584 }, "native": { "median": 0.170371667, "min": 0.161771375, "max": 0.183708209 } } }, "previous": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.384668209 }, { "engine": "previous", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.205718667 }, { "engine": "previous", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.145188458 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.146823125 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.149248709 }, { "engine": "previous", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.154960583 }, { "engine": "previous", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.153492208 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.141719708 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.135620167 }, { "engine": "previous", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.140429166 }, { "engine": "previous", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.139522292 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.142045375 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.134497292 }, { "engine": "previous", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.140039209 } ], "stats": { "stock": { "median": 0.141719708, "min": 0.134497292, "max": 0.149248709 }, "previous": { "median": 0.140429166, "min": 0.139522292, "max": 0.154960583 } } } }, "118-BOOLEAN-SMALLINT": { "candidate": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.393785 }, { "engine": "native", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.325512375 }, { "engine": "native", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.201648042 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.203354125 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.166547084 }, { "engine": "native", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.170581167 }, { "engine": "native", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.166534458 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.165397875 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.165498833 }, { "engine": "native", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.1639755 }, { "engine": "native", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.164696 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.153726166 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.155876792 }, { "engine": "native", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.160252792 } ], "stats": { "stock": { "median": 0.165397875, "min": 0.153726166, "max": 0.166547084 }, "native": { "median": 0.164696, "min": 0.160252792, "max": 0.170581167 } } }, "previous": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.396954625 }, { "engine": "previous", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.186094167 }, { "engine": "previous", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.140877375 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.148944334 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.162699667 }, { "engine": "previous", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.13684525 }, { "engine": "previous", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.147735958 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.136227958 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.1343265 }, { "engine": "previous", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.137015 }, { "engine": "previous", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.137098833 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.137308333 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.13342825 }, { "engine": "previous", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.138308375 } ], "stats": { "stock": { "median": 0.136227958, "min": 0.13342825, "max": 0.162699667 }, "previous": { "median": 0.137098833, "min": 0.13684525, "max": 0.147735958 } } } }, "118-BOOLEAN-INT": { "candidate": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.386530875 }, { "engine": "native", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.31213625 }, { "engine": "native", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.18099125 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.1605015 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.157850792 }, { "engine": "native", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.16430775 }, { "engine": "native", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.165651792 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.158716625 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.147809875 }, { "engine": "native", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.164142666 }, { "engine": "native", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.158065583 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.160256791 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.148037167 }, { "engine": "native", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.160871 } ], "stats": { "stock": { "median": 0.157850792, "min": 0.147809875, "max": 0.160256791 }, "native": { "median": 0.164142666, "min": 0.158065583, "max": 0.165651792 } } }, "previous": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.400715542 }, { "engine": "previous", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.197128792 }, { "engine": "previous", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.152045584 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.146512375 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.155262833 }, { "engine": "previous", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.151930208 }, { "engine": "previous", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.144749083 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.157488084 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.149238 }, { "engine": "previous", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.137456125 }, { "engine": "previous", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.142263958 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.138581084 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.140887583 }, { "engine": "previous", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.144783458 } ], "stats": { "stock": { "median": 0.149238, "min": 0.138581084, "max": 0.157488084 }, "previous": { "median": 0.144749083, "min": 0.137456125, "max": 0.151930208 } } } }, "118-BOOLEAN-BIGINT": { "candidate": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.396850584 }, { "engine": "native", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.31490275 }, { "engine": "native", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.18261675 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.17949875 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.160946 }, { "engine": "native", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.209633291 }, { "engine": "native", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.170469916 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.157442917 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.162999791 }, { "engine": "native", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.16676475 }, { "engine": "native", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.170162625 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.150804583 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.146458167 }, { "engine": "native", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.165542875 } ], "stats": { "stock": { "median": 0.157442917, "min": 0.146458167, "max": 0.162999791 }, "native": { "median": 0.170162625, "min": 0.165542875, "max": 0.209633291 } } }, "previous": { "trials": [ { "engine": "stock", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.409922708 }, { "engine": "previous", "trial": 0, "warmup": true, "rows": 1000000, "seconds": 0.200102375 }, { "engine": "previous", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.152457542 }, { "engine": "stock", "trial": 1, "warmup": true, "rows": 1000000, "seconds": 0.141774792 }, { "engine": "stock", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.145642291 }, { "engine": "previous", "trial": 2, "warmup": false, "rows": 1000000, "seconds": 0.157812834 }, { "engine": "previous", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.143280875 }, { "engine": "stock", "trial": 3, "warmup": false, "rows": 1000000, "seconds": 0.13933725 }, { "engine": "stock", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.143361375 }, { "engine": "previous", "trial": 4, "warmup": false, "rows": 1000000, "seconds": 0.143898625 }, { "engine": "previous", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.136418917 }, { "engine": "stock", "trial": 5, "warmup": false, "rows": 1000000, "seconds": 0.136812625 }, { "engine": "stock", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.131358375 }, { "engine": "previous", "trial": 6, "warmup": false, "rows": 1000000, "seconds": 0.14273925 } ], "stats": { "stock": { "median": 0.13933725, "min": 0.131358375, "max": 0.145642291 }, "previous": { "median": 0.143280875, "min": 0.136418917, "max": 0.157812834 } } } } }, "pipeline_native_over_stock_range": [ 0.9869512160179498, 1.0924654280908965 ], "pipeline_native_over_previous_range": [ 1.072313813565295, 1.2132213830850496 ], "validation": { "22-11": { "exit": 0, "result": [ "RESULT found=194 succeeded=194 aborted=0 skipped=0 failed=0" ] }, "22-17": { "exit": 0, "result": [ "RESULT found=194 succeeded=194 aborted=0 skipped=0 failed=0" ] }, "118-11": { "exit": 0, "result": [ "RESULT found=176 succeeded=176 aborted=0 skipped=0 failed=0" ] }, "118-17": { "exit": 0, "result": [ "RESULT found=176 succeeded=176 aborted=0 skipped=0 failed=0" ] } }, "jvm_successes": 740, "before_validation": { "22-11": { "exit": 1, "result": [ "RESULT found=6 succeeded=0 aborted=0 skipped=0 failed=6" ] }, "22-17": { "exit": 1, "result": [ "RESULT found=6 succeeded=0 aborted=0 skipped=0 failed=6" ] }, "118-11": { "exit": 1, "result": [ "RESULT found=6 succeeded=0 aborted=0 skipped=0 failed=6" ] }, "118-17": { "exit": 1, "result": [ "RESULT found=6 succeeded=0 aborted=0 skipped=0 failed=6" ] } }, "before_observation": "The sixteen type/mode/nullability invocations compare complete 5003-row maps and resolved schemas, then stop at expected old fallback assertion. Their empty-batch second queries are not reached. Eight control methods stop at the positive filter native-route assertion before subsequent negative controls.", "upstream_stock_oracle": { "22-11": { "exit": 0, "result": [ "ORACLE_BOOLEAN_INTEGER_CAST_RESULT successful=8" ] }, "22-17": { "exit": 0, "result": [ "ORACLE_BOOLEAN_INTEGER_CAST_RESULT successful=8" ] }, "118-11": { "exit": 0, "result": [ "ORACLE_BOOLEAN_INTEGER_CAST_RESULT successful=8" ] }, "118-17": { "exit": 0, "result": [ "ORACLE_BOOLEAN_INTEGER_CAST_RESULT successful=8" ] } }, "rust": "No Rust production source changes in this extension. Reuses the exact previously qualified runtime from integer-boolean-printf-2026-11-03.json, whose accepted source passed 904 release core tests; that historical run is not represented as a new test execution.", "artifacts": { "library": { "sha256": "4603b917aeb77cd2e7a156a8a332634d23e09f77fdcf8de726ecbef8c2191056", "symbols": { "malloc": "000000000061f030", "mi_malloc": "000000000061f030" } }, "executable": { "sha256": "49a79351e411b7e2352c8eb49a3d73199b645f043c0b9c7ffdd8178ab867bca4", "symbols": { "malloc": "00000001001a2d48", "mi_malloc": "00000001001a2d48" } } }, "previous_encoder_sha256": "dc7d67798d428e2032a953fc70de4db7c6e362c76aa5e1cdb17f30b3a6102f4f", "source_sha256": { "src/main/java/tech/streamfusion/planner/RexExpression.java": "1a9f000f6b1d382078211e48749614390f6835cecc38f3f97f3440b4919cd730", "src/test/java/tech/streamfusion/FlinkIntegralEpochSqlHarnessTest.java": "a67f55ca8a3c61a579889a94906c23496d5f9433250c189a8804d2f84f744265", "src/test/java/tech/streamfusion/FlinkBooleanIntegralTryCastSqlHarnessTest.java": "8aac17bcc94b50a07a9a46fa287011e43095e0ef51c8f7ce303473442cbea5e7" }, "references": [ "Released Flink BooleanToNumericCastRule: TRUE 1, FALSE 0, NULL propagation.", "Comet boolean conversion: DataFusion-compatible primitive BOOLEAN to signed integer cast. Ordinary Flink CAST is already lowered to CASE and is not a new coverage gap." ], "limitations": [ "Only proven total BOOLEAN producers are admitted; failing/stateful/unverified trees retain existing routes.", "DECIMAL/floating targets, reverse casts and other type families retain separate scope.", "Prepared gate excludes only perimeter costs; complete jobs retain them, including unfavorable results.", "Tiny controls are diagnostics and do not establish universal throughput gains." ] }