{
  "date": "2026-11-04",
  "base": "0f5fc16796d6e7882e34722435480320a25434dd",
  "previous_head": "60d1e6551668be5445df07b84c95acce8b1b3f60",
  "platform": "Apple M4 Pro, macOS arm64, one thread",
  "jdk": "17.0.12",
  "java_release": 11,
  "flink_versions": [
    "1.18.1",
    "2.2.1"
  ],
  "performance_flink_versions": [
    "1.18.1",
    "2.2.1"
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  "build": "release --no-default-features --features mimalloc",
  "scope": "Pure native LOWER of proven total integer/BOOLEAN-to-unbounded-STRING casts on both released lines and of qualified primitive ASCII PRINTF on Flink 2.2. Excludes literal I in formatter output to preserve Java locale/cache behavior. No runtime rebuild, transport change or new configuration.",
  "method": {
    "rows_per_trial": 131072,
    "warmups": 16,
    "measurements": 9,
    "bulk_batch": 1024,
    "tiny_batch": 16,
    "input": "Equal prepared GenericRowData/BinaryRowData and Arrow; both NULL modes; signed integer extrema and BOOLEAN, including modern and legacy Boolean text and qualified literal/indexed/precision/padded PRINTF.",
    "native_timer": "Starts/stops inside Rust after import and before export, retaining production Calc, output consumption, allocation, conversions and intrinsic callbacks. Initial JNI/import/export and perimeter transposes are outside this prepared operation only.",
    "previous": "The actual preceding encoder/helper from the recorded previous head runs the identical fixture/data/JDK on its saved whole DSO/executable. The candidate runtime artifacts are byte-identical because this extension changes Java admission only. Both paths require consumed operation; only the new route requires empty evaluators.",
    "pipeline": "Eight million-row bounded row-source to blackhole configurations, one thread, two warmups and five alternating stock/native measurements. Job submission/startup, JNI and both perimeter RowData/Arrow transposes are retained. Setup and surrounding JVM process startup are outside the job timer."
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  "limitations": [
    "General STRING/Unicode, cache-sensitive locales and consumers, bounded text casts and failing/unverified producers keep their existing routes. No generic string representation guard is removed.",
    "Only qualified primitive ASCII PRINTF participates on Flink 2.2; Flink 1.18 does not provide PRINTF. The literal excludes locale-sensitive i/I as appropriate independently of the planner JVM locale.",
    "All sixteen-row controls, independent stock drift, ranges and whole-job results are retained. Prepared bulk qualification does not establish universal whole-job acceleration.",
    "Focused local verification is distinct from full hosted suites, which must qualify the exact pushed head."
  ],
  "final_raw_samples": 7000
}
