{
  "schema_version": 1,
  "baseline_revision": "96f98a32",
  "candidate": "Retained partition equality handoff in audit-performance worktree",
  "environment": {
    "jdk": "OpenJDK 17",
    "flink": "2.2.1",
    "paimon": "2.0.0",
    "native_build": "release"
  },
  "methodology": {
    "statistics": "Median, min/max, inclusive interpolated quartiles and IQR; all observations retained.",
    "micro_boundary": "Released scan planning, full consumption of every planned split, file decoding and residual checksum; table generation/commit outside timer.",
    "micro_warmups": 1,
    "micro_observations_per_shape": 3,
    "production_handoff": "PaimonSourceMatcher translates retained partition equalities through ability schemas; physical/exec nodes pass the predicate to NativePaimonSource, which calls ReadBuilder.withFilter before creating ContinuousFileStoreSource. NATIVE_PRUNED uses that same released ReadBuilder API and production NativePaimonSplitReader, but applies the predicate directly rather than through SQL planning.",
    "sql_warmups_per_shape": 1,
    "sql_command": "SF_PAIMON_PARTITION_SQL_BENCHMARK=true SF_PAIMON_PARTITION_ROWS=262144 SF_PAIMON_PARTITION_REPEATS=5 mvn -Pbench,paimon -pl streamfusion-paimon -am -Dnative.build.skip=true -Dtest=PaimonPartitionSqlBenchmark -Dsurefire.failIfNoSpecifiedTests=false test; add SF_PAIMON_PARTITION_REQUIRE_PRUNING=true for the candidate",
    "sql_boundary": "Job startup, live result-prefix collection, Arrow-to-row output and cancellation; planning/setup/oracle outside timer. Only the all-partitions case collects every initial snapshot row.",
    "limitations": [
      "Micro NATIVE_PRUNED is a direct read-builder comparison, not a before/after SQL planner run.",
      "Planned file bytes are metadata totals, not measured I/O bytes or copied bytes.",
      "Per-reader native_files counts actual native opens in the full-drain fixture; it is not a published aggregate SQL job metric.",
      "Selective SQL cancellation can avoid irrelevant decoding; p00/p31 names do not guarantee scheduling order.",
      "Separate JVM runs, startup and short warmup can dominate SQL ratios.",
      "SQL source transformation and optional explain witness verify admission/handoff, not decoded-row counts."
    ]
  },
  "micro": {
    "source_log": "paimon-before.log",
    "planned_partition_orders": [],
    "observations": [
      {
        "mode": "NATIVE_FULL",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 64,
        "iteration": 0,
        "read_ns": 55867560,
        "splits": 32,
        "planned_files": 32,
        "planned_file_bytes": 138973,
        "decoded_rows": 131072,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 32
      },
      {
        "mode": "NATIVE_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 64,
        "iteration": 0,
        "read_ns": 8351686,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 4344,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 1
      },
      {
        "mode": "STOCK_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 64,
        "iteration": 0,
        "read_ns": 11074709,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 4344,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 0
      },
      {
        "mode": "NATIVE_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 64,
        "iteration": 1,
        "read_ns": 11176472,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 4344,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 1
      },
      {
        "mode": "STOCK_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 64,
        "iteration": 1,
        "read_ns": 13310078,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 4344,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 0
      },
      {
        "mode": "NATIVE_FULL",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 64,
        "iteration": 1,
        "read_ns": 48410191,
        "splits": 32,
        "planned_files": 32,
        "planned_file_bytes": 138973,
        "decoded_rows": 131072,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 32
      },
      {
        "mode": "STOCK_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 64,
        "iteration": 2,
        "read_ns": 9547676,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 4344,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 0
      },
      {
        "mode": "NATIVE_FULL",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 64,
        "iteration": 2,
        "read_ns": 60346616,
        "splits": 32,
        "planned_files": 32,
        "planned_file_bytes": 138973,
        "decoded_rows": 131072,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 32
      },
      {
        "mode": "NATIVE_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 64,
        "iteration": 2,
        "read_ns": 9681408,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 4344,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 1
      },
      {
        "mode": "NATIVE_FULL",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 256,
        "iteration": 0,
        "read_ns": 78538460,
        "splits": 32,
        "planned_files": 32,
        "planned_file_bytes": 169821,
        "decoded_rows": 131072,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 32
      },
      {
        "mode": "NATIVE_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 256,
        "iteration": 0,
        "read_ns": 8379069,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 5308,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 1
      },
      {
        "mode": "STOCK_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 256,
        "iteration": 0,
        "read_ns": 8418234,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 5308,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 0
      },
      {
        "mode": "NATIVE_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 256,
        "iteration": 1,
        "read_ns": 11229049,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 5308,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 1
      },
      {
        "mode": "STOCK_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 256,
        "iteration": 1,
        "read_ns": 9541871,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 5308,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 0
      },
      {
        "mode": "NATIVE_FULL",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 256,
        "iteration": 1,
        "read_ns": 82960577,
        "splits": 32,
        "planned_files": 32,
        "planned_file_bytes": 169821,
        "decoded_rows": 131072,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 32
      },
      {
        "mode": "STOCK_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 256,
        "iteration": 2,
        "read_ns": 13627116,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 5308,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 0
      },
      {
        "mode": "NATIVE_FULL",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 256,
        "iteration": 2,
        "read_ns": 97197249,
        "splits": 32,
        "planned_files": 32,
        "planned_file_bytes": 169821,
        "decoded_rows": 131072,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 32
      },
      {
        "mode": "NATIVE_PRUNED",
        "rows": 131072,
        "partitions": 32,
        "payload_bytes": 256,
        "iteration": 2,
        "read_ns": 9540748,
        "splits": 1,
        "planned_files": 1,
        "planned_file_bytes": 5308,
        "decoded_rows": 4096,
        "selected_rows": 4096,
        "checksum": 268369920,
        "native_files": 1
      }
    ],
    "summary": [
      {
        "rows": 131072,
        "payload_bytes": 64,
        "mode": "NATIVE_FULL",
        "read_ns": {
          "count": 3,
          "median": 55867560,
          "min": 48410191,
          "max": 60346616,
          "q1": 52138875.5,
          "q3": 58107088.0,
          "iqr": 5968212.5
        },
        "splits": {
          "count": 3,
          "median": 32,
          "min": 32,
          "max": 32,
          "q1": 32.0,
          "q3": 32.0,
          "iqr": 0.0
        },
        "planned_files": {
          "count": 3,
          "median": 32,
          "min": 32,
          "max": 32,
          "q1": 32.0,
          "q3": 32.0,
          "iqr": 0.0
        },
        "planned_file_bytes": {
          "count": 3,
          "median": 138973,
          "min": 138973,
          "max": 138973,
          "q1": 138973.0,
          "q3": 138973.0,
          "iqr": 0.0
        },
        "decoded_rows": {
          "count": 3,
          "median": 131072,
          "min": 131072,
          "max": 131072,
          "q1": 131072.0,
          "q3": 131072.0,
          "iqr": 0.0
        },
        "selected_rows": {
          "count": 3,
          "median": 4096,
          "min": 4096,
          "max": 4096,
          "q1": 4096.0,
          "q3": 4096.0,
          "iqr": 0.0
        },
        "checksum": {
          "count": 3,
          "median": 268369920,
          "min": 268369920,
          "max": 268369920,
          "q1": 268369920.0,
          "q3": 268369920.0,
          "iqr": 0.0
        },
        "native_files": {
          "count": 3,
          "median": 32,
          "min": 32,
          "max": 32,
          "q1": 32.0,
          "q3": 32.0,
          "iqr": 0.0
        }
      },
      {
        "rows": 131072,
        "payload_bytes": 64,
        "mode": "NATIVE_PRUNED",
        "read_ns": {
          "count": 3,
          "median": 9681408,
          "min": 8351686,
          "max": 11176472,
          "q1": 9016547.0,
          "q3": 10428940.0,
          "iqr": 1412393.0
        },
        "splits": {
          "count": 3,
          "median": 1,
          "min": 1,
          "max": 1,
          "q1": 1.0,
          "q3": 1.0,
          "iqr": 0.0
        },
        "planned_files": {
          "count": 3,
          "median": 1,
          "min": 1,
          "max": 1,
          "q1": 1.0,
          "q3": 1.0,
          "iqr": 0.0
        },
        "planned_file_bytes": {
          "count": 3,
          "median": 4344,
          "min": 4344,
          "max": 4344,
          "q1": 4344.0,
          "q3": 4344.0,
          "iqr": 0.0
        },
        "decoded_rows": {
          "count": 3,
          "median": 4096,
          "min": 4096,
          "max": 4096,
          "q1": 4096.0,
          "q3": 4096.0,
          "iqr": 0.0
        },
        "selected_rows": {
          "count": 3,
          "median": 4096,
          "min": 4096,
          "max": 4096,
          "q1": 4096.0,
          "q3": 4096.0,
          "iqr": 0.0
        },
        "checksum": {
          "count": 3,
          "median": 268369920,
          "min": 268369920,
          "max": 268369920,
          "q1": 268369920.0,
          "q3": 268369920.0,
          "iqr": 0.0
        },
        "native_files": {
          "count": 3,
          "median": 1,
          "min": 1,
          "max": 1,
          "q1": 1.0,
          "q3": 1.0,
          "iqr": 0.0
        }
      },
      {
        "rows": 131072,
        "payload_bytes": 64,
        "mode": "STOCK_PRUNED",
        "read_ns": {
          "count": 3,
          "median": 11074709,
          "min": 9547676,
          "max": 13310078,
          "q1": 10311192.5,
          "q3": 12192393.5,
          "iqr": 1881201.0
        },
        "splits": {
          "count": 3,
          "median": 1,
          "min": 1,
          "max": 1,
          "q1": 1.0,
          "q3": 1.0,
          "iqr": 0.0
        },
        "planned_files": {
          "count": 3,
          "median": 1,
          "min": 1,
          "max": 1,
          "q1": 1.0,
          "q3": 1.0,
          "iqr": 0.0
        },
        "planned_file_bytes": {
          "count": 3,
          "median": 4344,
          "min": 4344,
          "max": 4344,
          "q1": 4344.0,
          "q3": 4344.0,
          "iqr": 0.0
        },
        "decoded_rows": {
          "count": 3,
          "median": 4096,
          "min": 4096,
          "max": 4096,
          "q1": 4096.0,
          "q3": 4096.0,
          "iqr": 0.0
        },
        "selected_rows": {
          "count": 3,
          "median": 4096,
          "min": 4096,
          "max": 4096,
          "q1": 4096.0,
          "q3": 4096.0,
          "iqr": 0.0
        },
        "checksum": {
          "count": 3,
          "median": 268369920,
          "min": 268369920,
          "max": 268369920,
          "q1": 268369920.0,
          "q3": 268369920.0,
          "iqr": 0.0
        },
        "native_files": {
          "count": 3,
          "median": 0,
          "min": 0,
          "max": 0,
          "q1": 0.0,
          "q3": 0.0,
          "iqr": 0.0
        }
      },
      {
        "rows": 131072,
        "payload_bytes": 256,
        "mode": "NATIVE_FULL",
        "read_ns": {
          "count": 3,
          "median": 82960577,
          "min": 78538460,
          "max": 97197249,
          "q1": 80749518.5,
          "q3": 90078913.0,
          "iqr": 9329394.5
        },
        "splits": {
          "count": 3,
          "median": 32,
          "min": 32,
          "max": 32,
          "q1": 32.0,
          "q3": 32.0,
          "iqr": 0.0
        },
        "planned_files": {
          "count": 3,
          "median": 32,
          "min": 32,
          "max": 32,
          "q1": 32.0,
          "q3": 32.0,
          "iqr": 0.0
        },
        "planned_file_bytes": {
          "count": 3,
          "median": 169821,
          "min": 169821,
          "max": 169821,
          "q1": 169821.0,
          "q3": 169821.0,
          "iqr": 0.0
        },
        "decoded_rows": {
          "count": 3,
          "median": 131072,
          "min": 131072,
          "max": 131072,
          "q1": 131072.0,
          "q3": 131072.0,
          "iqr": 0.0
        },
        "selected_rows": {
          "count": 3,
          "median": 4096,
          "min": 4096,
          "max": 4096,
          "q1": 4096.0,
          "q3": 4096.0,
          "iqr": 0.0
        },
        "checksum": {
          "count": 3,
          "median": 268369920,
          "min": 268369920,
          "max": 268369920,
          "q1": 268369920.0,
          "q3": 268369920.0,
          "iqr": 0.0
        },
        "native_files": {
          "count": 3,
          "median": 32,
          "min": 32,
          "max": 32,
          "q1": 32.0,
          "q3": 32.0,
          "iqr": 0.0
        }
      },
      {
        "rows": 131072,
        "payload_bytes": 256,
        "mode": "NATIVE_PRUNED",
        "read_ns": {
          "count": 3,
          "median": 9540748,
          "min": 8379069,
          "max": 11229049,
          "q1": 8959908.5,
          "q3": 10384898.5,
          "iqr": 1424990.0
        },
        "splits": {
          "count": 3,
          "median": 1,
          "min": 1,
          "max": 1,
          "q1": 1.0,
          "q3": 1.0,
          "iqr": 0.0
        },
        "planned_files": {
          "count": 3,
          "median": 1,
          "min": 1,
          "max": 1,
          "q1": 1.0,
          "q3": 1.0,
          "iqr": 0.0
        },
        "planned_file_bytes": {
          "count": 3,
          "median": 5308,
          "min": 5308,
          "max": 5308,
          "q1": 5308.0,
          "q3": 5308.0,
          "iqr": 0.0
        },
        "decoded_rows": {
          "count": 3,
          "median": 4096,
          "min": 4096,
          "max": 4096,
          "q1": 4096.0,
          "q3": 4096.0,
          "iqr": 0.0
        },
        "selected_rows": {
          "count": 3,
          "median": 4096,
          "min": 4096,
          "max": 4096,
          "q1": 4096.0,
          "q3": 4096.0,
          "iqr": 0.0
        },
        "checksum": {
          "count": 3,
          "median": 268369920,
          "min": 268369920,
          "max": 268369920,
          "q1": 268369920.0,
          "q3": 268369920.0,
          "iqr": 0.0
        },
        "native_files": {
          "count": 3,
          "median": 1,
          "min": 1,
          "max": 1,
          "q1": 1.0,
          "q3": 1.0,
          "iqr": 0.0
        }
      },
      {
        "rows": 131072,
        "payload_bytes": 256,
        "mode": "STOCK_PRUNED",
        "read_ns": {
          "count": 3,
          "median": 9541871,
          "min": 8418234,
          "max": 13627116,
          "q1": 8980052.5,
          "q3": 11584493.5,
          "iqr": 2604441.0
        },
        "splits": {
          "count": 3,
          "median": 1,
          "min": 1,
          "max": 1,
          "q1": 1.0,
          "q3": 1.0,
          "iqr": 0.0
        },
        "planned_files": {
          "count": 3,
          "median": 1,
          "min": 1,
          "max": 1,
          "q1": 1.0,
          "q3": 1.0,
          "iqr": 0.0
        },
        "planned_file_bytes": {
          "count": 3,
          "median": 5308,
          "min": 5308,
          "max": 5308,
          "q1": 5308.0,
          "q3": 5308.0,
          "iqr": 0.0
        },
        "decoded_rows": {
          "count": 3,
          "median": 4096,
          "min": 4096,
          "max": 4096,
          "q1": 4096.0,
          "q3": 4096.0,
          "iqr": 0.0
        },
        "selected_rows": {
          "count": 3,
          "median": 4096,
          "min": 4096,
          "max": 4096,
          "q1": 4096.0,
          "q3": 4096.0,
          "iqr": 0.0
        },
        "checksum": {
          "count": 3,
          "median": 268369920,
          "min": 268369920,
          "max": 268369920,
          "q1": 268369920.0,
          "q3": 268369920.0,
          "iqr": 0.0
        },
        "native_files": {
          "count": 3,
          "median": 0,
          "min": 0,
          "max": 0,
          "q1": 0.0,
          "q3": 0.0,
          "iqr": 0.0
        }
      }
    ]
  },
  "sql": {
    "before": {
      "source_log": "paimon-final-before.log",
      "planned_partition_orders": [
        "[p30, p24, p17, p22, p16, p07, p12, p11, p04, p18, p19, p26, p03, p15, p21, p05, p27, p00, p13, p29, p09, p23, p28, p10, p02, p06, p20, p01, p31, p14, p08, p25]"
      ],
      "observations": [
        {
          "native": false,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 398989819,
          "checksum": 1073610752,
          "source": "t[14]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 249555015,
          "checksum": 1073610752,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 247566247,
          "checksum": 1073610752,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 389529287,
          "checksum": 1073610752,
          "source": "t[31]"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 345882460,
          "checksum": 1073610752,
          "source": "t[36]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 245391141,
          "checksum": 1073610752,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 247427925,
          "checksum": 1073610752,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 344886761,
          "checksum": 1073610752,
          "source": "t[53]"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 249157523,
          "checksum": 1073610752,
          "source": "t[58]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 244063861,
          "checksum": 1073610752,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 345404195,
          "checksum": 1073864704,
          "source": "t[80]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 244174970,
          "checksum": 1073864704,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 244809558,
          "checksum": 1073864704,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 345145049,
          "checksum": 1073864704,
          "source": "t[97]"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 241843858,
          "checksum": 1073864704,
          "source": "t[102]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 243183668,
          "checksum": 1073864704,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 243778531,
          "checksum": 1073864704,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 351758015,
          "checksum": 1073864704,
          "source": "t[119]"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 286314083,
          "checksum": 1073864704,
          "source": "t[124]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 242189112,
          "checksum": 1073864704,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 1127174199,
          "checksum": 34359607296,
          "source": "t[141]"
        },
        {
          "native": true,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 1178575927,
          "checksum": 34359607296,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 887816994,
          "checksum": 34359607296,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 958371540,
          "checksum": 34359607296,
          "source": "t[152]"
        },
        {
          "native": false,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 880194990,
          "checksum": 34359607296,
          "source": "t[155]"
        },
        {
          "native": true,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 897026779,
          "checksum": 34359607296,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 891501331,
          "checksum": 34359607296,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 6286357542,
          "checksum": 34359607296,
          "source": "t[166]"
        },
        {
          "native": false,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 5942951332,
          "checksum": 34359607296,
          "source": "t[169]"
        },
        {
          "native": true,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 979956014,
          "checksum": 34359607296,
          "source": "native-paimon-source"
        }
      ],
      "summary": [
        {
          "input_rows": 262144,
          "partition": "all",
          "native": false,
          "job_ns": {
            "count": 5,
            "median": 1127174199,
            "min": 880194990,
            "max": 6286357542,
            "q1": 958371540.0,
            "q3": 5942951332.0,
            "iqr": 4984579792.0
          },
          "selected_rows": {
            "count": 5,
            "median": 262144,
            "min": 262144,
            "max": 262144,
            "q1": 262144.0,
            "q3": 262144.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 34359607296,
            "min": 34359607296,
            "max": 34359607296,
            "q1": 34359607296.0,
            "q3": 34359607296.0,
            "iqr": 0.0
          }
        },
        {
          "input_rows": 262144,
          "partition": "all",
          "native": true,
          "job_ns": {
            "count": 5,
            "median": 897026779,
            "min": 887816994,
            "max": 1178575927,
            "q1": 891501331.0,
            "q3": 979956014.0,
            "iqr": 88454683.0
          },
          "selected_rows": {
            "count": 5,
            "median": 262144,
            "min": 262144,
            "max": 262144,
            "q1": 262144.0,
            "q3": 262144.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 34359607296,
            "min": 34359607296,
            "max": 34359607296,
            "q1": 34359607296.0,
            "q3": 34359607296.0,
            "iqr": 0.0
          }
        },
        {
          "input_rows": 262144,
          "partition": "p00",
          "native": false,
          "job_ns": {
            "count": 5,
            "median": 345882460,
            "min": 249157523,
            "max": 398989819,
            "q1": 344886761.0,
            "q3": 389529287.0,
            "iqr": 44642526.0
          },
          "selected_rows": {
            "count": 5,
            "median": 8192,
            "min": 8192,
            "max": 8192,
            "q1": 8192.0,
            "q3": 8192.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 1073610752,
            "min": 1073610752,
            "max": 1073610752,
            "q1": 1073610752.0,
            "q3": 1073610752.0,
            "iqr": 0.0
          }
        },
        {
          "input_rows": 262144,
          "partition": "p00",
          "native": true,
          "job_ns": {
            "count": 5,
            "median": 247427925,
            "min": 244063861,
            "max": 249555015,
            "q1": 245391141.0,
            "q3": 247566247.0,
            "iqr": 2175106.0
          },
          "selected_rows": {
            "count": 5,
            "median": 8192,
            "min": 8192,
            "max": 8192,
            "q1": 8192.0,
            "q3": 8192.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 1073610752,
            "min": 1073610752,
            "max": 1073610752,
            "q1": 1073610752.0,
            "q3": 1073610752.0,
            "iqr": 0.0
          }
        },
        {
          "input_rows": 262144,
          "partition": "p31",
          "native": false,
          "job_ns": {
            "count": 5,
            "median": 345145049,
            "min": 241843858,
            "max": 351758015,
            "q1": 286314083.0,
            "q3": 345404195.0,
            "iqr": 59090112.0
          },
          "selected_rows": {
            "count": 5,
            "median": 8192,
            "min": 8192,
            "max": 8192,
            "q1": 8192.0,
            "q3": 8192.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 1073864704,
            "min": 1073864704,
            "max": 1073864704,
            "q1": 1073864704.0,
            "q3": 1073864704.0,
            "iqr": 0.0
          }
        },
        {
          "input_rows": 262144,
          "partition": "p31",
          "native": true,
          "job_ns": {
            "count": 5,
            "median": 243778531,
            "min": 242189112,
            "max": 244809558,
            "q1": 243183668.0,
            "q3": 244174970.0,
            "iqr": 991302.0
          },
          "selected_rows": {
            "count": 5,
            "median": 8192,
            "min": 8192,
            "max": 8192,
            "q1": 8192.0,
            "q3": 8192.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 1073864704,
            "min": 1073864704,
            "max": 1073864704,
            "q1": 1073864704.0,
            "q3": 1073864704.0,
            "iqr": 0.0
          }
        }
      ]
    },
    "after": {
      "source_log": "paimon-final-after.log",
      "planned_partition_orders": [
        "[p30, p24, p17, p22, p16, p07, p12, p11, p04, p18, p19, p26, p03, p15, p21, p05, p27, p00, p13, p29, p09, p23, p28, p10, p02, p06, p20, p01, p31, p14, p08, p25]"
      ],
      "observations": [
        {
          "native": false,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 341310684,
          "checksum": 1073610752,
          "source": "t[276]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p00",
          "partition_hint": true,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 243529191,
          "checksum": 1073610752,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p00",
          "partition_hint": true,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 242166628,
          "checksum": 1073610752,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 239864542,
          "checksum": 1073610752,
          "source": "t[293]"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 239292712,
          "checksum": 1073610752,
          "source": "t[298]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p00",
          "partition_hint": true,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 286048781,
          "checksum": 1073610752,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p00",
          "partition_hint": true,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 238630620,
          "checksum": 1073610752,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 238865931,
          "checksum": 1073610752,
          "source": "t[315]"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p00",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 339516110,
          "checksum": 1073610752,
          "source": "t[320]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p00",
          "partition_hint": true,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 280733035,
          "checksum": 1073610752,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 239745250,
          "checksum": 1073864704,
          "source": "t[342]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p31",
          "partition_hint": true,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 238800567,
          "checksum": 1073864704,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p31",
          "partition_hint": true,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 239411641,
          "checksum": 1073864704,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 339675811,
          "checksum": 1073864704,
          "source": "t[359]"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 344652721,
          "checksum": 1073864704,
          "source": "t[364]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p31",
          "partition_hint": true,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 242750891,
          "checksum": 1073864704,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p31",
          "partition_hint": true,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 239001738,
          "checksum": 1073864704,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 239449387,
          "checksum": 1073864704,
          "source": "t[381]"
        },
        {
          "native": false,
          "selective": true,
          "partition": "p31",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 281066829,
          "checksum": 1073864704,
          "source": "t[386]"
        },
        {
          "native": true,
          "selective": true,
          "partition": "p31",
          "partition_hint": true,
          "input_rows": 262144,
          "selected_rows": 8192,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 238414654,
          "checksum": 1073864704,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 960506127,
          "checksum": 34359607296,
          "source": "t[403]"
        },
        {
          "native": true,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 0,
          "job_ns": 981156400,
          "checksum": 34359607296,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 879598958,
          "checksum": 34359607296,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 1,
          "job_ns": 1076695438,
          "checksum": 34359607296,
          "source": "t[414]"
        },
        {
          "native": false,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 898806208,
          "checksum": 34359607296,
          "source": "t[417]"
        },
        {
          "native": true,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 2,
          "job_ns": 901371885,
          "checksum": 34359607296,
          "source": "native-paimon-source"
        },
        {
          "native": true,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 1032875202,
          "checksum": 34359607296,
          "source": "native-paimon-source"
        },
        {
          "native": false,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 3,
          "job_ns": 886313485,
          "checksum": 34359607296,
          "source": "t[428]"
        },
        {
          "native": false,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 893729604,
          "checksum": 34359607296,
          "source": "t[431]"
        },
        {
          "native": true,
          "selective": false,
          "partition": "all",
          "partition_hint": false,
          "input_rows": 262144,
          "selected_rows": 262144,
          "payload_bytes": 256,
          "parallelism": 1,
          "iteration": 4,
          "job_ns": 877795305,
          "checksum": 34359607296,
          "source": "native-paimon-source"
        }
      ],
      "summary": [
        {
          "input_rows": 262144,
          "partition": "all",
          "native": false,
          "job_ns": {
            "count": 5,
            "median": 898806208,
            "min": 886313485,
            "max": 1076695438,
            "q1": 893729604.0,
            "q3": 960506127.0,
            "iqr": 66776523.0
          },
          "selected_rows": {
            "count": 5,
            "median": 262144,
            "min": 262144,
            "max": 262144,
            "q1": 262144.0,
            "q3": 262144.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 34359607296,
            "min": 34359607296,
            "max": 34359607296,
            "q1": 34359607296.0,
            "q3": 34359607296.0,
            "iqr": 0.0
          }
        },
        {
          "input_rows": 262144,
          "partition": "all",
          "native": true,
          "job_ns": {
            "count": 5,
            "median": 901371885,
            "min": 877795305,
            "max": 1032875202,
            "q1": 879598958.0,
            "q3": 981156400.0,
            "iqr": 101557442.0
          },
          "selected_rows": {
            "count": 5,
            "median": 262144,
            "min": 262144,
            "max": 262144,
            "q1": 262144.0,
            "q3": 262144.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 34359607296,
            "min": 34359607296,
            "max": 34359607296,
            "q1": 34359607296.0,
            "q3": 34359607296.0,
            "iqr": 0.0
          }
        },
        {
          "input_rows": 262144,
          "partition": "p00",
          "native": false,
          "job_ns": {
            "count": 5,
            "median": 239864542,
            "min": 238865931,
            "max": 341310684,
            "q1": 239292712.0,
            "q3": 339516110.0,
            "iqr": 100223398.0
          },
          "selected_rows": {
            "count": 5,
            "median": 8192,
            "min": 8192,
            "max": 8192,
            "q1": 8192.0,
            "q3": 8192.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 1073610752,
            "min": 1073610752,
            "max": 1073610752,
            "q1": 1073610752.0,
            "q3": 1073610752.0,
            "iqr": 0.0
          }
        },
        {
          "input_rows": 262144,
          "partition": "p00",
          "native": true,
          "job_ns": {
            "count": 5,
            "median": 243529191,
            "min": 238630620,
            "max": 286048781,
            "q1": 242166628.0,
            "q3": 280733035.0,
            "iqr": 38566407.0
          },
          "selected_rows": {
            "count": 5,
            "median": 8192,
            "min": 8192,
            "max": 8192,
            "q1": 8192.0,
            "q3": 8192.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 1073610752,
            "min": 1073610752,
            "max": 1073610752,
            "q1": 1073610752.0,
            "q3": 1073610752.0,
            "iqr": 0.0
          }
        },
        {
          "input_rows": 262144,
          "partition": "p31",
          "native": false,
          "job_ns": {
            "count": 5,
            "median": 281066829,
            "min": 239449387,
            "max": 344652721,
            "q1": 239745250.0,
            "q3": 339675811.0,
            "iqr": 99930561.0
          },
          "selected_rows": {
            "count": 5,
            "median": 8192,
            "min": 8192,
            "max": 8192,
            "q1": 8192.0,
            "q3": 8192.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 1073864704,
            "min": 1073864704,
            "max": 1073864704,
            "q1": 1073864704.0,
            "q3": 1073864704.0,
            "iqr": 0.0
          }
        },
        {
          "input_rows": 262144,
          "partition": "p31",
          "native": true,
          "job_ns": {
            "count": 5,
            "median": 239001738,
            "min": 238414654,
            "max": 242750891,
            "q1": 238800567.0,
            "q3": 239411641.0,
            "iqr": 611074.0
          },
          "selected_rows": {
            "count": 5,
            "median": 8192,
            "min": 8192,
            "max": 8192,
            "q1": 8192.0,
            "q3": 8192.0,
            "iqr": 0.0
          },
          "checksum": {
            "count": 5,
            "median": 1073864704,
            "min": 1073864704,
            "max": 1073864704,
            "q1": 1073864704.0,
            "q3": 1073864704.0,
            "iqr": 0.0
          }
        }
      ]
    }
  }
}
