{ "schema_version": 1, "baseline_revision": "96f98a32", "candidate": "zero-property legacy group-window buffer transfer; property-bearing outputs retain baseline copies", "environment": { "jdk": "OpenJDK 17", "flink": "2.2.1", "native_build": "release", "cpu": "12th Gen Intel Core i7-12650H", "logical_cpus": 16 }, "methodology": { "paired_shaping": "Identical current fixtures copied into detached baseline; 20 warmups and 31 observations, all 5 shapes, 3 sizes, both 0 and 2 window properties; setup/validation outside timing.", "full_flush": "Production native aggregation flush plus C Data import and Java shaping; warmup3 observations9.", "complete_jobs": "262144 input rows,65536 output groups, parallelism2 ONE_PHASE; stock/native alternate order, warmup2 observations5; collect Row copies inside timing, validation outside.", "limitations": [ "Paired means matching fixtures and worktrees, not interleaved baseline/candidate executions.", "Complete-job BIGINT stock and native both drift across baseline/candidate runs; raw native change is not causal evidence.", "Some shapes/properties regress; retain raw samples and use workload-specific results.", "Delta cleanup failures in paired logs occurred outside window classes and do not invalidate their completed fixtures.", "BIGINT and NULLABLE_BIGINT shaping fixtures both use BIGINT keys and identical every-fifth-row-null result values; their labels are repeated execution-order controls, not distinct dtype paths.", "Narrowed shaping after and both zero-property complete-job runs overlap external Fluss load and are provisional contended measurements. Structural buffer-sharing validation remains valid; numerical comparisons require a quiet-host rerun.", "Final accepted pair ran with external background workloads under explicit user authorization. Historical quiet-host rerun requirements describe earlier provisional runs; final accepted pair is the recorded comparison with background variance limits." ], "commands": { "paired_shaping": "SF_BENCHMARK=true mvn -pl streamfusion-runtime -am test -Pbench -Dtest=WindowOutputShapingBenchmark -Dsurefire.failIfNoSpecifiedTests=false -Dshaping.warmup=20 -Dshaping.runs=31", "full_flush": "SF_BENCHMARK=true mvn -pl streamfusion-runtime -am test -Pbench -Dtest=WindowOutputHandoffBenchmark -Dsurefire.failIfNoSpecifiedTests=false -Dhandoff.warmup=3 -Dhandoff.runs=9", "complete_job": "SF_BENCHMARK=true mvn -pl streamfusion-runtime -am test -Pbench -Dtest=WindowOutputHandoffJobBenchmark -Dsurefire.failIfNoSpecifiedTests=false -Dhandoff.job.rows=262144 -Dhandoff.job.groups=65536 -Dhandoff.job.warmup=2 -Dhandoff.job.runs=5", "flink_1_18_variant": "Replace -Pbench with -Pflink-1.18,bench; recorded measurements here use Flink2.2.1.", "jdk": "Use JDK17 consistently for baseline and candidate; use the same release native libraries.", "final_shaping": "SF_BENCHMARK=true mvn -pl streamfusion-runtime -am test -Pbench -Dtest=WindowOutputShapingBenchmark -Dsurefire.failIfNoSpecifiedTests=false -Dshaping.warmup=100 -Dshaping.runs=31", "legacy_complete_job": "SF_BENCHMARK=true mvn -pl streamfusion-runtime -am test -Pbench -Dtest=WindowOutputHandoffJobBenchmark -Dsurefire.failIfNoSpecifiedTests=false -Dhandoff.job.rows=262144 -Dhandoff.job.groups=65536 -Dhandoff.job.warmup=2 -Dhandoff.job.runs=5 -Dhandoff.job.properties=0" }, "final_shaping": "Full matching 30-case matrix repeated with 100 warmups and 31 observations per case, default tiered compiler; all 1860 raw observations retained alongside short-warmup and ABBA controls.", "narrowed_candidate": "Only properties=0 transfers buffers; property-bearing outputs retain original allocation/copy/conversion loops. Earlier all-transfer runs are historical rejected candidates.", "accepted_final": "Final recorded pair: matching fixtures,100 warmups/31 shaping observations,2 warmups/5 complete-job observations per engine,both phases frozen baseline release Rust libraries. Background workloads explicitly accepted by user; no statistical confidence claim." }, "runs": [ { "id": "paired_shaping_before", "source_log": "window-delta-paired-before.log", "window_fixtures": [ { "boundary": "shaping", "properties": 0, "shape": "BIGINT", "rows": 1, "unit": "ns", "samples": [ 540922.0, 974165.0, 559027.0, 557227.0, 382603.0, 1412018.0, 399540.0, 414134.0, 741048.0, 322063.0, 265144.0, 770311.0, 469111.0, 268569.0, 340475.0, 255388.0, 363180.0, 574432.0, 673872.0, 289447.0, 408348.0, 504598.0, 459052.0, 494113.0, 261710.0, 448945.0, 368103.0, 628370.0, 501049.0, 247538.0, 463643.0 ], "median": 459052.0, "min": 247538.0, "max": 1412018.0, "q1": 351827.5, "q3": 558127.0, "shared_result_samples": 0, "sharing_observations": 31 }, { "boundary": "shaping", "properties": 0, "shape": "BIGINT", "rows": 1024, "unit": "ns", "samples": [ 204144.0, 270201.0, 443266.0, 425701.0, 209298.0, 455062.0, 707046.0, 370833.0, 320708.0, 190083.0, 350431.0, 324720.0, 200146.0, 186958.0, 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INT remains slightly slower in pooled medians; timestamp slightly faster. This indicates warmup/process-order sensitivity, not a universal improvement. Zero-property INT was not retested by these controls." } }