{ "issue": 248, "baseline": "88c90a34ec9025cedc3d629f069b1c3e11ea496c", "method": { "jdk": "OpenJDK 17.0.20.1", "os": "Linux-6.18.54.1-microsoft-standard-WSL2-x86_64-with-glibc2.35", "cpus": [ 0, 2, 4, 6 ], "physical_cores": 4, "heap": "1GiB", "parallelism": 1, "warmups": 2, "measured_trials": 5, "engines": "Alternating stock/native order within each trial; separate JVM for each revision/release/case", "boundary": "Complete jobs: runtime RowData source, both perimeter transposes, production JNI/IPC/state, row blackhole sink; EXPLAIN both engines before timing; initial cluster setup outside timing; per-job planning/startup/completion remain timed", "fixture_rows": { "calc": 4000000, "aggregate": 1000000, "join": 250000, "callback": 4000000 }, "types": "nullable BIGINT values; INT keys; callback Long -> Long, nondeterministic; NULL every seventh value", "entry_batch_rows": [ 64, 1024 ], "mini_batch": "ONE_PHASE, 1024 rows, 1h processing-time interval; memory state", "native_build": "release --no-default-features --features mimalloc; same settings and Cargo.lock for both native revisions; RocksDB disabled locally, normal full-feature builds in CI", "reproduction": "See NativeBoundaryBenchmark and optimization page; SF_BENCHMARK=true, -Pbench, surefire:test@default-test, boundary.* properties" }, "profile": { "budget_minutes": 10, "capture_started_utc": "2026-10-23 02:38:08 UTC", "analysis_finished_utc": "2026-10-23 02:40 UTC", "passes": 1, "rows_per_case": 500000, "cases": [ "calc", "aggregate", "join", "callback" ], "entry_batch_rows": [ 64, 1024 ], "warmups": 1, "diagnostic_pairs": 1, "profiler": "async-profiler 4.6, cpu interval1ms, alloc512KiB", "native_library_sha256": "d6ea59662b718a668eec0091cf2090269e2f663931a88adc19893441c12b120e", "cpu_samples_total": 77499, "native_operator_inclusive": 6521, "calc_inclusive": 3500, "calc_schema_import_inclusive": 147, "calc_jni_inclusive": 896, "calc_kernel_inclusive": 635, "calc_input_export_inclusive": 588, "calc_output_root_import_inclusive": 772, "java_allocation_weight_total": 16368329680, "calc_java_allocation_weight": 2656043008, "calc_schema_import_allocation_weight": 166723584, "limitations": "Inclusive CPU/allocation categories overlap; not pure JNI latency, allocated bytes or copied bytes; includes both engines, startup/JIT/planning and warmups; profiled timings excluded from performance comparisons" }, "initial_prototype_confirmation": { "api_revision": "Earlier sentinel prototype, before the explicit JNI entry point", "reason": "The original Flink1.18 join1024 native median increased39%; a five-minute bounded reverse-order benchmark check retained both outcomes. No second profiling/optimization pass.", "budget_minutes": 5, "elapsed_seconds": 22, "order": [ "candidate", "baseline" ], "flink": "1.18.1", "case": "join", "entry_batch_rows": 1024, "rows": 250000, "candidate_native": [ 0.252114, 0.228998, 0.247635, 0.166893, 0.203811 ], "baseline_native": [ 0.286577, 0.234541, 0.292237, 0.164888, 0.256544 ], "candidate_stock": [ 0.476466, 0.332547, 0.279432, 0.250847, 0.266114 ], "baseline_stock": [ 0.408413, 0.313494, 0.324095, 0.277152, 0.412637 ], "conclusion": "The original regression did not repeat; medians and stock controls shift with startup/arrival scheduling. Join speedup/regression attribution remains unresolved, not dismissed. Retain both sets; no blanket pipeline speedup claim." }, "prototype": { "budget_minutes": 30, "count": 1, "scope": "Immutable dictionary-free Calc output schemas; explicit JNI cached-schema entry point delegates existing array-only handoff; no generic handle protocol", "compatibility_revision": "Initial implementation and timings fit the30-minute prototype budget. Final API review added a distinct JNI entry point to avoid a stale library interpreting the new zero-pointer contract. Builds, the stale-library probe, the complete timing matrix and focused tests were repeated for this compatibility correction; no extra profiling or optimization pass.", "decision": "Retain measured metadata reduction; broader wrapper/ownership redesign deferred after this pass" }, "identities": { "jni_declarations_sha256": "f767dd7f2a2174d9821d5af4251d74d4a70edd4695d4ea99aee4071a1bd4c424", "jni_calc_source_sha256": "c75fca11d07c0e6329207c3ad41a4b08c58e52aa8ad69fc3d750bd33d06de65a", "operator_source_sha256": "99c9bfd899399104548d292d51f35f09101d0c68cee368c1bfc888cf3bf39d88", "bridge_source_sha256": "6daff04cf01fc0c794275f97abfd89fba74912efdffc1295907ebc472ac0c4ff", "benchmark_source_sha256": "7e75e783035af426ca2c876c64acf2cb71bbe5b6bc2cbaf203402fbfa72bdf6a", "cargo_lock_sha256": "3c2e8fac613e5218f0373760e43331100b35ff2fcff937ae7d5b965ff8115e5a", "native_baseline_sha256": "0ff35e2ee30c1350f360b3a70c73618f8747625ea0c6a67fdfd3de9792042bbb", "native_candidate_sha256": "a2bbf2f5bbc545e2fe1bb7a2c79212b54492eda2a1b9e4b3d78ee16d36adb1ce", "operator_baseline_22_sha256": "7cdf688bf5036edeb564564a64ee9688277124b46945eaf45fe0bd301d2b6129", "operator_candidate_22_sha256": "7512d518160e18d67ef6224189ab0773a842d2a2ead91e51588d1cc3a25beafb", "operator_baseline_118_sha256": "7cdf688bf5036edeb564564a64ee9688277124b46945eaf45fe0bd301d2b6129", "operator_candidate_118_sha256": "7512d518160e18d67ef6224189ab0773a842d2a2ead91e51588d1cc3a25beafb" }, "limitations": [ "Host is WSL2 Intel i7-12650H and is not reserved. CPU affinity and heap are identical; retain stock-control drift and ranges. No task compilation or tests overlap these final full-job runs.", "These complete-job observations include startup/planning and are not isolated kernel or sustained throughput claims.", "An earlier 2M-row combined matrix encountered memory pressure when another benchmark started. It was stopped and excluded in full; its partial observations remain in the evidence archive. Final cases use fresh JVMs and smaller join fixtures.", "A raw dictionary fixture failed identically on baseline and candidate; it was not a valid new regression oracle. Dictionary output schemas retain the full import path; no new dictionary support is claimed.", "Mixed-profile output and a validation fork against the wrong snapshot were discarded during setup. Final runs pin immutable native library snapshots and separate Flink checkouts." ], "archive": { "path": "native-boundaries-248-evidence-2026-10-23.json.gz", "sha256": "77566d7eef231b96ed4ff306801bcf65f5d6436149fcd2708c8e35a62e0ef2fa" }, "comparisons": [ { "flink": "2.2.1", "case": "calc", "entry_batch_rows": 64, "baseline_Flink": { "median": 0.498676, "min": 0.44929, "max": 0.532583, "trials": [ 0.532583, 0.513489, 0.44929, 0.498676, 0.463882 ] }, "baseline_StreamFusion": { "median": 1.984294, "min": 1.966004, "max": 2.02686, "trials": [ 1.984294, 2.02686, 1.995965, 1.966004, 1.96955 ] }, "candidate_Flink": { "median": 0.46566, "min": 0.452391, "max": 0.536215, "trials": [ 0.536215, 0.453806, 0.46566, 0.495585, 0.452391 ] }, "candidate_StreamFusion": { "median": 1.850694, "min": 1.832035, "max": 1.922453, "trials": [ 1.850694, 1.922453, 1.832035, 1.852297, 1.846275 ] }, "native_median_change_percent": -6.732873253660998 }, { "flink": "2.2.1", "case": "calc", "entry_batch_rows": 1024, 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