{ "mode": "compare", "format": "parquet", "resultOrderValidation": "Exact rows and multiplicities, preserving ORDER BY key order; row order within equal-key groups is immaterial", "profile": false, "scale": 1.0, "javaVersion": "17.0.17", "javaVm": "OpenJDK 64-Bit Server VM", "os": "Mac OS X aarch64", "maxHeapBytes": 8589934592, "generator": "io.airlift.tpch:tpch:0.10", "schema": "TPC-H identifiers BIGINT, integer INT, numeric DECIMAL(15,2), date DATE, text STRING", "parallelism": 2, "nativeBytes": 536870912, "nativeBatchRows": 8192, "fileSource": true, "warmups": 3, "trials": 7, "tables": { "customer": { "sha256": "a035a33a703d3a043ecf97746b4e3a7988316c1c04923fda63231a59d5e46092", "bytes": 24196144, "rows": 150000 }, "orders": { "sha256": "3f111871419ea6f319fcc51c235d199b3edf16754c5e100be92927527e5f6c97", "bytes": 170452161, "rows": 1500000 }, "lineitem": { "sha256": "4feb529dfa255799bbf0243d2f2c5028375dfb684e592eb94775345602aa2728", "bytes": 753862072, "rows": 6001215 }, "part": { "sha256": "cecd01146ae002aebe47e6b58bd81644df1d51d9c14da3425aea2b4976e02d60", "bytes": 23935125, "rows": 200000 }, "partsupp": { "sha256": "3a68b7b7757cd3aacccb39c4bc092dc3edf3b7e0e7609a259c39238cae0be41e", "bytes": 118184616, "rows": 800000 }, "supplier": { "sha256": "f5699b5df22724f41bee9b8521798d8fc0cecd5beb0bd3bca96547ac58095547", "bytes": 1399184, "rows": 10000 }, "nation": { "sha256": "7d47bc9397da331054fa92b8fb92e4c074004bad72dcbb893012093218dccf6c", "bytes": 2199, "rows": 25 }, "region": { "sha256": "5a7c2fe9718db00ff5e5bc82a9ebfa8abc492cc75260d3c0ffb411974f235ab0", "bytes": 384, "rows": 5 } }, "queries": [ { "query": 1, "sqlSha256": "864a088f29bb394a6397b71c28a5bdb1dbd74e667f690917feff0d9e293df4e6", "sql": "-- database: presto; groups: tpch; tables: lineitem\nSELECT\n l_returnflag,\n l_linestatus,\n sum(l_quantity) AS sum_qty,\n sum(l_extendedprice) AS sum_base_price,\n sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,\n sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,\n avg(l_quantity) AS avg_qty,\n avg(l_extendedprice) AS avg_price,\n avg(l_discount) AS avg_disc,\n count(*) AS count_order\nFROM\n lineitem\nWHERE\n l_shipdate <= DATE '1998-12-01' - INTERVAL '90' DAY\nGROUP BY\nl_returnflag,\nl_linestatus\nORDER BY\nl_returnflag,\nl_linestatus\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$1], dir0=[ASC-nulls-first], dir1=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0, 1}], sum_qty=[SUM($2)], sum_base_price=[SUM($3)], sum_disc_price=[SUM($4)], sum_charge=[SUM($5)], avg_qty=[AVG($2)], avg_price=[AVG($3)], avg_disc=[AVG($6)], count_order=[COUNT()])\n +- LogicalProject(l_returnflag=[$8], l_linestatus=[$9], l_quantity=[$4], l_extendedprice=[$5], $f4=[*($5, -(1, $6))], $f5=[*(*($5, -(1, $6)), +(1, $7))], l_discount=[$6])\n +- LogicalFilter(condition=[<=($10, -(1998-12-01, 7776000000:INTERVAL DAY))])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[l_returnflag ASC, l_linestatus ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Final_SUM(sum$0) AS sum_qty, Final_SUM(sum$1) AS sum_base_price, Final_SUM(sum$2) AS sum_disc_price, Final_SUM(sum$3) AS sum_charge, Final_AVG(sum$4, count$5) AS avg_qty, Final_AVG(sum$6, count$7) AS avg_price, Final_AVG(sum$8, count$9) AS avg_disc, Final_COUNT(count1$10) AS count_order])\n +- Exchange(distribution=[hash[l_returnflag, l_linestatus]])\n +- LocalHashAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Partial_SUM(l_quantity) AS sum$0, Partial_SUM(l_extendedprice) AS sum$1, Partial_SUM($f4) AS sum$2, Partial_SUM($f5) AS sum$3, Partial_AVG(l_quantity) AS (sum$4, count$5), Partial_AVG(l_extendedprice) AS (sum$6, count$7), Partial_AVG(l_discount) AS (sum$8, count$9), Partial_COUNT(*) AS count1$10])\n +- Calc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_extendedprice, -(1, l_discount)) AS $f4, *(*(l_extendedprice, -(1, l_discount)), +(1, l_tax)) AS $f5, l_discount], where=[<=(l_shipdate, 1998-09-02)])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<=(l_shipdate, 1998-09-02)], project=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate])\n\n== Optimized Execution Plan ==\nSort(orderBy=[l_returnflag ASC, l_linestatus ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Final_SUM(sum$0) AS sum_qty, Final_SUM(sum$1) AS sum_base_price, Final_SUM(sum$2) AS sum_disc_price, Final_SUM(sum$3) AS sum_charge, Final_AVG(sum$4, count$5) AS avg_qty, Final_AVG(sum$6, count$7) AS avg_price, Final_AVG(sum$8, count$9) AS avg_disc, Final_COUNT(count1$10) AS count_order])\n +- Exchange(distribution=[hash[l_returnflag, l_linestatus]])\n +- LocalHashAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Partial_SUM(l_quantity) AS sum$0, Partial_SUM(l_extendedprice) AS sum$1, Partial_SUM($f4) AS sum$2, Partial_SUM($f5) AS sum$3, Partial_AVG(l_quantity) AS (sum$4, count$5), Partial_AVG(l_extendedprice) AS (sum$6, count$7), Partial_AVG(l_discount) AS (sum$8, count$9), Partial_COUNT(*) AS count1$10])\n +- Calc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, (l_extendedprice * (1 - l_discount)) AS $f4, ((l_extendedprice * (1 - l_discount)) * (1 + l_tax)) AS $f5, l_discount], where=[(l_shipdate <= 1998-09-02)])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<=(l_shipdate, 1998-09-02)], project=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$1], dir0=[ASC-nulls-first], dir1=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0, 1}], sum_qty=[SUM($2)], sum_base_price=[SUM($3)], sum_disc_price=[SUM($4)], sum_charge=[SUM($5)], avg_qty=[AVG($2)], avg_price=[AVG($3)], avg_disc=[AVG($6)], count_order=[COUNT()])\n +- LogicalProject(l_returnflag=[$8], l_linestatus=[$9], l_quantity=[$4], l_extendedprice=[$5], $f4=[*($5, -(1, $6))], $f5=[*(*($5, -(1, $6)), +(1, $7))], l_discount=[$6])\n +- LogicalFilter(condition=[<=($10, -(1998-12-01, 7776000000:INTERVAL DAY))])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Final_SUM(sum$0) AS sum_qty, Final_SUM(sum$1) AS sum_base_price, Final_SUM(sum$2) AS sum_disc_price, Final_SUM(sum$3) AS sum_charge, Final_AVG(sum$4, count$5) AS avg_qty, Final_AVG(sum$6, count$7) AS avg_price, Final_AVG(sum$8, count$9) AS avg_disc, Final_COUNT(count1$10) AS count_order])\n +- NativeExchange(distribution=[hash[l_returnflag, l_linestatus]])\n +- NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Partial_SUM(l_quantity) AS sum$0, Partial_SUM(l_extendedprice) AS sum$1, Partial_SUM($f4) AS sum$2, Partial_SUM($f5) AS sum$3, Partial_AVG(l_quantity) AS (sum$4, count$5), Partial_AVG(l_extendedprice) AS (sum$6, count$7), Partial_AVG(l_discount) AS (sum$8, count$9), Partial_COUNT(*) AS count1$10])\n +- NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_extendedprice, -(1, l_discount)) AS $f4, *(*(l_extendedprice, -(1, l_discount)), +(1, l_tax)) AS $f5, l_discount], where=[<=(l_shipdate, 1998-09-02)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<=(l_shipdate, 1998-09-02)], project=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Final_SUM(sum$0) AS sum_qty, Final_SUM(sum$1) AS sum_base_price, Final_SUM(sum$2) AS sum_disc_price, Final_SUM(sum$3) AS sum_charge, Final_AVG(sum$4, count$5) AS avg_qty, Final_AVG(sum$6, count$7) AS avg_price, Final_AVG(sum$8, count$9) AS avg_disc, Final_COUNT(count1$10) AS count_order])\n +- NativeExchange(distribution=[hash[l_returnflag, l_linestatus]])\n +- NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Partial_SUM(l_quantity) AS sum$0, Partial_SUM(l_extendedprice) AS sum$1, Partial_SUM($f4) AS sum$2, Partial_SUM($f5) AS sum$3, Partial_AVG(l_quantity) AS (sum$4, count$5), Partial_AVG(l_extendedprice) AS (sum$6, count$7), Partial_AVG(l_discount) AS (sum$8, count$9), Partial_COUNT(*) AS count1$10])\n +- NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_extendedprice, -(1, l_discount)) AS $f4, *(*(l_extendedprice, -(1, l_discount)), +(1, l_tax)) AS $f5, l_discount], where=[<=(l_shipdate, 1998-09-02)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<=(l_shipdate, 1998-09-02)], project=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$1], dir0=[ASC-nulls-first], dir1=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0, 1}], sum_qty=[SUM($2)], sum_base_price=[SUM($3)], sum_disc_price=[SUM($4)], sum_charge=[SUM($5)], avg_qty=[AVG($2)], avg_price=[AVG($3)], avg_disc=[AVG($6)], count_order=[COUNT()])\n +- LogicalProject(l_returnflag=[$8], l_linestatus=[$9], l_quantity=[$4], l_extendedprice=[$5], $f4=[*($5, -(1, $6))], $f5=[*(*($5, -(1, $6)), +(1, $7))], l_discount=[$6])\n +- LogicalFilter(condition=[<=($10, -(1998-12-01, 7776000000:INTERVAL DAY))])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Final_SUM(sum$0) AS sum_qty, Final_SUM(sum$1) AS sum_base_price, Final_SUM(sum$2) AS sum_disc_price, Final_SUM(sum$3) AS sum_charge, Final_AVG(sum$4, count$5) AS avg_qty, Final_AVG(sum$6, count$7) AS avg_price, Final_AVG(sum$8, count$9) AS avg_disc, Final_COUNT(count1$10) AS count_order])\n +- NativeExchange(distribution=[hash[l_returnflag, l_linestatus]])\n +- NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Partial_SUM(l_quantity) AS sum$0, Partial_SUM(l_extendedprice) AS sum$1, Partial_SUM($f4) AS sum$2, Partial_SUM($f5) AS sum$3, Partial_AVG(l_quantity) AS (sum$4, count$5), Partial_AVG(l_extendedprice) AS (sum$6, count$7), Partial_AVG(l_discount) AS (sum$8, count$9), Partial_COUNT(*) AS count1$10])\n +- NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_extendedprice, -(1, l_discount)) AS $f4, *(*(l_extendedprice, -(1, l_discount)), +(1, l_tax)) AS $f5, l_discount], where=[<=(l_shipdate, 1998-09-02)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<=(l_shipdate, 1998-09-02)], project=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Final_SUM(sum$0) AS sum_qty, Final_SUM(sum$1) AS sum_base_price, Final_SUM(sum$2) AS sum_disc_price, Final_SUM(sum$3) AS sum_charge, Final_AVG(sum$4, count$5) AS avg_qty, Final_AVG(sum$6, count$7) AS avg_price, Final_AVG(sum$8, count$9) AS avg_disc, Final_COUNT(count1$10) AS count_order])\n +- NativeExchange(distribution=[hash[l_returnflag, l_linestatus]])\n +- NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_linestatus, Partial_SUM(l_quantity) AS sum$0, Partial_SUM(l_extendedprice) AS sum$1, Partial_SUM($f4) AS sum$2, Partial_SUM($f5) AS sum$3, Partial_AVG(l_quantity) AS (sum$4, count$5), Partial_AVG(l_extendedprice) AS (sum$6, count$7), Partial_AVG(l_discount) AS (sum$8, count$9), Partial_COUNT(*) AS count1$10])\n +- NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_extendedprice, -(1, l_discount)) AS $f4, *(*(l_extendedprice, -(1, l_discount)), +(1, l_tax)) AS $f5, l_discount], where=[<=(l_shipdate, 1998-09-02)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<=(l_shipdate, 1998-09-02)], project=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag, l_linestatus, l_shipdate])\n\nStreamFusion batch: 6 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "c649c44b89c4033ef5036b363f813395", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "c649c44b89c4033ef5036b363f813395", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "c649c44b89c4033ef5036b363f813395", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "c649c44b89c4033ef5036b363f813395", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "c649c44b89c4033ef5036b363f813395", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "c649c44b89c4033ef5036b363f813395", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "c649c44b89c4033ef5036b363f813395", "attempt": "0", "subtask": "1", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[37]", "recordsIn": 4, "jobId": "c649c44b89c4033ef5036b363f813395", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "stock", "trial": -3, "jobId": "008c67e3680198be62a11be963203e2b", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "d9a0ef2a15c2dd494a6866cac73e7925", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "fccfe5fa376ed9eb00f2f6bb422f0243", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "fccfe5fa376ed9eb00f2f6bb422f0243", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "fccfe5fa376ed9eb00f2f6bb422f0243", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "fccfe5fa376ed9eb00f2f6bb422f0243", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "fccfe5fa376ed9eb00f2f6bb422f0243", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "fccfe5fa376ed9eb00f2f6bb422f0243", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "fccfe5fa376ed9eb00f2f6bb422f0243", "attempt": "0", "subtask": "0", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[66]", "recordsIn": 4, "jobId": "fccfe5fa376ed9eb00f2f6bb422f0243", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "3acd7cfad7a13d8cc6147d9193ef5924", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "3acd7cfad7a13d8cc6147d9193ef5924", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "3acd7cfad7a13d8cc6147d9193ef5924", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "3acd7cfad7a13d8cc6147d9193ef5924", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "3acd7cfad7a13d8cc6147d9193ef5924", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "3acd7cfad7a13d8cc6147d9193ef5924", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "3acd7cfad7a13d8cc6147d9193ef5924", "attempt": "0", "subtask": "0", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[79]", "recordsIn": 4, "jobId": "3acd7cfad7a13d8cc6147d9193ef5924", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "stock", "trial": -1, "jobId": "c3d266da118ca3737b6ec05a8fa8ba9b", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 0, "jobId": "ed72f80eadef3ba34b61e9de55d58f74", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 0, "jobId": "c61154cd6ba021372daba8fbe02e7f86", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "c61154cd6ba021372daba8fbe02e7f86", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "c61154cd6ba021372daba8fbe02e7f86", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], 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"jobId": "33324403a8d9529d4763b2035879f817", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "33324403a8d9529d4763b2035879f817", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "33324403a8d9529d4763b2035879f817", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "33324403a8d9529d4763b2035879f817", "attempt": "0", "subtask": "0", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[192]", "recordsIn": 4, "jobId": "33324403a8d9529d4763b2035879f817", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "streamfusion", "trial": 5, "jobId": 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l_extendedprice, *(l_", "recordsIn": 0, "jobId": "772b32db6c23de4d8aa7d70354ef2aad", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "772b32db6c23de4d8aa7d70354ef2aad", "attempt": "0", "subtask": "0", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[205]", "recordsIn": 4, "jobId": "772b32db6c23de4d8aa7d70354ef2aad", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "stock", "trial": 5, "jobId": "ddd1aa4608f48c63d38dca6f51e3fac4", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "55ee6d1be1e29a7cf9a9a6cfe47f7a7c", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "1f6433fcc6a306ed28195683c0281ba7", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "1f6433fcc6a306ed28195683c0281ba7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "1f6433fcc6a306ed28195683c0281ba7", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "1f6433fcc6a306ed28195683c0281ba7", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "1f6433fcc6a306ed28195683c0281ba7", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "1f6433fcc6a306ed28195683c0281ba7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "1f6433fcc6a306ed28195683c0281ba7", "attempt": "0", "subtask": "0", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[234]", "recordsIn": 4, "jobId": "1f6433fcc6a306ed28195683c0281ba7", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] } ], "resultType": "ROW<`l_returnflag` STRING, `l_linestatus` STRING, `sum_qty` DECIMAL(38, 2), `sum_base_price` DECIMAL(38, 2), `sum_disc_price` DECIMAL(38, 4), `sum_charge` DECIMAL(38, 6), `avg_qty` DECIMAL(38, 6), `avg_price` DECIMAL(38, 6), `avg_disc` DECIMAL(38, 6), `count_order` BIGINT NOT NULL> NOT NULL", "rows": 4, "resultSha256": "25510cc27944ade10f79659078255e62b67a443db84d89357894740eb0b9c28a", "stockNanos": [ 3995494791, 4074035291, 3990423917, 3949633083, 3927527833, 3956076958, 4000809291 ], "nativeNanos": [ 775037542, 758359875, 762726833, 764774708, 659506667, 763169667, 658658708 ], "stockRuntimeMs": [ 3788, 3941, 3827, 3825, 3820, 3778, 3848 ], "nativeRuntimeMs": [ 642, 637, 644, 639, 589, 639, 579 ], "status": "passed", "stockMedianMs": 3990.423917, "nativeMedianMs": 762.726833, "speedup": 5.231786459255197 }, { "query": 2, "sqlSha256": "f42e396d36f43602ff020b8f4d37f44a3734aaf0cfb5ce468f674f07555cb79d", "sql": "-- database: presto; groups: tpch; tables: part,supplier,partsupp,nation,region\nSELECT\n s_acctbal,\n s_name,\n n_name,\n p_partkey,\n p_mfgr,\n s_address,\n s_phone,\n s_comment\nFROM\n part,\n supplier,\n partsupp,\n nation,\n region\nWHERE\n p_partkey = ps_partkey\n AND s_suppkey = ps_suppkey\n AND p_size = 15\n AND p_type LIKE '%BRASS'\n AND s_nationkey = n_nationkey\n AND n_regionkey = r_regionkey\n AND r_name = 'EUROPE'\n AND ps_supplycost = (\n SELECT min(ps_supplycost)\n FROM\n partsupp, supplier,\n nation, region\n WHERE\n p_partkey = ps_partkey\n AND s_suppkey = ps_suppkey\n AND s_nationkey = n_nationkey\n AND n_regionkey = r_regionkey\n AND r_name = 'EUROPE'\n )\nORDER BY\n s_acctbal DESC,\n n_name,\n s_name,\n p_partkey\nLIMIT 100\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$2], sort2=[$1], sort3=[$3], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], dir2=[ASC-nulls-first], dir3=[ASC-nulls-first], fetch=[100])\n+- LogicalProject(s_acctbal=[$14], s_name=[$10], n_name=[$22], p_partkey=[$0], p_mfgr=[$2], s_address=[$11], s_phone=[$13], s_comment=[$15])\n +- LogicalFilter(condition=[AND(=($0, $16), =($9, $17), =($5, 15), LIKE($4, _UTF-16LE'%BRASS'), =($12, $21), =($23, $25), =($26, _UTF-16LE'EUROPE'), =($19, $SCALAR_QUERY({\nLogicalAggregate(group=[{}], EXPR$0=[MIN($0)])\n LogicalProject(ps_supplycost=[$3])\n LogicalFilter(condition=[AND(=($cor0.p_partkey, $0), =($5, $1), =($8, $12), =($14, $16), =($17, _UTF-16LE'EUROPE'))])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n LogicalTableScan(table=[[default_catalog, default_database, nation]])\n LogicalTableScan(table=[[default_catalog, default_database, region]])\n})))], variablesSet=[[$cor0]])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalTableScan(table=[[default_catalog, default_database, part]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, region]])\n\n== Optimized Physical Plan ==\nCalc(select=[s_acctbal, s_name, n_name, p_partkey, p_mfgr, s_address, s_phone, s_comment])\n+- SortLimit(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[true])\n +- Exchange(distribution=[single])\n +- SortLimit(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[false])\n +- HashJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_supplycost, EXPR$0))], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, ps_partkey, EXPR$0], isBroadcast=[true], build=[right])\n :- Calc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name])\n : +- NestedLoopJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey, r_regionkey], build=[right])\n : :- Calc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey])\n : : +- HashJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\n : : :- Calc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost])\n : : : +- HashJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(s_suppkey, ps_suppkey))], select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_partkey, ps_suppkey, ps_supplycost], build=[right])\n : : : :- Exchange(distribution=[hash[p_partkey, s_suppkey]])\n : : : : +- NestedLoopJoin(joinType=[InnerJoin], where=[true], select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], build=[left])\n : : : : :- Exchange(distribution=[broadcast])\n : : : : : +- Calc(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%BRASS'))])\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_size, 15), LIKE(p_type, _UTF-16LE'%BRASS'))], project=[p_partkey, p_mfgr, p_type, p_size], metadata=[]]], fields=[p_partkey, p_mfgr, p_type, p_size])\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment])\n : : : +- Exchange(distribution=[hash[ps_partkey, ps_suppkey]])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : : +- Exchange(distribution=[broadcast])\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n : +- Exchange(distribution=[broadcast])\n : +- Calc(select=[r_regionkey], where=[=(r_name, 'EUROPE')])\n : +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'EUROPE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n +- Exchange(distribution=[broadcast])\n +- HashAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_MIN(min$0) AS EXPR$0])\n +- Exchange(distribution=[hash[ps_partkey]])\n +- LocalHashAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplycost) AS min$0])\n +- Calc(select=[ps_partkey, ps_supplycost])\n +- NestedLoopJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[ps_partkey, ps_supplycost, n_regionkey, r_regionkey], build=[right])\n :- Calc(select=[ps_partkey, ps_supplycost, n_regionkey])\n : +- HashJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_partkey, ps_supplycost, s_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\n : :- Calc(select=[ps_partkey, ps_supplycost, s_nationkey])\n : : +- HashJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- Calc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[IS NOT NULL(ps_partkey)])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, filter=[IS NOT NULL(ps_partkey)], project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : : +- Exchange(distribution=[broadcast])\n : : +- Calc(select=[s_suppkey, s_nationkey])\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment])\n : +- Exchange(distribution=[broadcast])\n : +- Calc(select=[n_nationkey, n_regionkey])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n +- Exchange(distribution=[broadcast])\n +- Calc(select=[r_regionkey], where=[=(r_name, 'EUROPE')])\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'EUROPE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n\n== Optimized Execution Plan ==\nCalc(select=[s_acctbal, s_name, n_name, p_partkey, p_mfgr, s_address, s_phone, s_comment])\n+- SortLimit(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[true])\n +- Exchange(distribution=[single])\n +- SortLimit(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[false])\n +- MultipleInput(readOrder=[0,0,0,1,0], members=[\\nHashJoin(joinType=[InnerJoin], where=[((p_partkey = ps_partkey) AND (ps_supplycost = EXPR$0))], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, ps_partkey, EXPR$0], isBroadcast=[true], build=[right])\\n:- Calc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name])\\n: +- NestedLoopJoin(joinType=[InnerJoin], where=[(n_regionkey = r_regionkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey, r_regionkey], build=[right])\\n: :- Calc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey])\\n: : +- HashJoin(joinType=[InnerJoin], where=[(s_nationkey = n_nationkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\\n: : :- Calc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost])\\n: : : +- HashJoin(joinType=[InnerJoin], where=[((p_partkey = ps_partkey) AND (s_suppkey = ps_suppkey))], select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_partkey, ps_suppkey, ps_supplycost], build=[right])\\n: : : :- [#4] Exchange(distribution=[hash[p_partkey, s_suppkey]])\\n: : : +- [#5] Exchange(distribution=[hash[ps_partkey, ps_suppkey]])\\n: : +- [#3] Exchange(distribution=[broadcast])\\n: +- [#2] Exchange(distribution=[broadcast])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Exchange(distribution=[broadcast])\n : +- HashAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_MIN(min$0) AS EXPR$0])\n : +- Exchange(distribution=[hash[ps_partkey]])\n : +- LocalHashAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplycost) AS min$0])\n : +- Calc(select=[ps_partkey, ps_supplycost])\n : +- MultipleInput(readOrder=[0,0,0,1], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[(n_regionkey = r_regionkey)], select=[ps_partkey, ps_supplycost, n_regionkey, r_regionkey], build=[right])\\n:- Calc(select=[ps_partkey, ps_supplycost, n_regionkey])\\n: +- HashJoin(joinType=[InnerJoin], where=[(s_nationkey = n_nationkey)], select=[ps_partkey, ps_supplycost, s_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\\n: :- Calc(select=[ps_partkey, ps_supplycost, s_nationkey])\\n: : +- HashJoin(joinType=[InnerJoin], where=[(s_suppkey = ps_suppkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\\n: : :- Calc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[ps_partkey IS NOT NULL])\\n: : : +- [#4] TableSourceScan(table=[[default_catalog, default_database, partsupp, filter=[IS NOT NULL(ps_partkey)], project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\\n: : +- [#3] Exchange(distribution=[broadcast])\\n: +- [#2] Exchange(distribution=[broadcast])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n : :- Exchange(distribution=[broadcast])(reuse_id=[1])\n : : +- Calc(select=[r_regionkey], where=[(r_name = 'EUROPE')])\n : : +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'EUROPE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n : :- Exchange(distribution=[broadcast])\n : : +- Calc(select=[n_nationkey, n_regionkey])\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])(reuse_id=[2])\n : :- Exchange(distribution=[broadcast])\n : : +- Calc(select=[s_suppkey, s_nationkey])\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment])(reuse_id=[3])\n : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, filter=[IS NOT NULL(ps_partkey)], project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n :- Reused(reference_id=[1])\n :- Exchange(distribution=[broadcast])\n : +- Reused(reference_id=[2])\n :- Exchange(distribution=[hash[p_partkey, s_suppkey]])\n : +- MultipleInput(readOrder=[0,1], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[true], select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], build=[left])\\n:- [#1] Exchange(distribution=[broadcast])\\n+- [#2] TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment])\\n])\n : :- Exchange(distribution=[broadcast])\n : : +- Calc(select=[p_partkey, p_mfgr], where=[((p_size = 15) AND LIKE(p_type, '%BRASS'))])\n : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_size, 15), LIKE(p_type, _UTF-16LE'%BRASS'))], project=[p_partkey, p_mfgr, p_type, p_size], metadata=[]]], fields=[p_partkey, p_mfgr, p_type, p_size])\n : +- Reused(reference_id=[3])\n +- Exchange(distribution=[hash[ps_partkey, ps_suppkey]])\n +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$2], sort2=[$1], sort3=[$3], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], dir2=[ASC-nulls-first], dir3=[ASC-nulls-first], fetch=[100])\n+- LogicalProject(s_acctbal=[$14], s_name=[$10], n_name=[$22], p_partkey=[$0], p_mfgr=[$2], s_address=[$11], s_phone=[$13], s_comment=[$15])\n +- LogicalFilter(condition=[AND(=($0, $16), =($9, $17), =($5, 15), LIKE($4, _UTF-16LE'%BRASS'), =($12, $21), =($23, $25), =($26, _UTF-16LE'EUROPE'), =($19, $SCALAR_QUERY({\nLogicalAggregate(group=[{}], EXPR$0=[MIN($0)])\n LogicalProject(ps_supplycost=[$3])\n LogicalFilter(condition=[AND(=($cor0.p_partkey, $0), =($5, $1), =($8, $12), =($14, $16), =($17, _UTF-16LE'EUROPE'))])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n LogicalTableScan(table=[[default_catalog, default_database, nation]])\n LogicalTableScan(table=[[default_catalog, default_database, region]])\n})))], variablesSet=[[$cor0]])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalTableScan(table=[[default_catalog, default_database, part]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, region]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[s_acctbal, s_name, n_name, p_partkey, p_mfgr, s_address, s_phone, s_comment], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[false])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_supplycost, EXPR$0))], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, ps_partkey, EXPR$0], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey, r_regionkey], build=[right])\n : :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeCalc(select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_partkey, ps_suppkey, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], build=[right])\n : : : :- NativeExchange(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr], build=[right])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr], build=[right])\n : : : : :- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : : : : +- NativeExchange(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%BRASS'))], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeCalc(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%BRASS'))], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_size, 15), LIKE(p_type, _UTF-16LE'%BRASS'))], project=[p_partkey, p_mfgr, p_type, p_size], metadata=[]]], fields=[p_partkey, p_mfgr, p_type, p_size])\n : : : +- NativeExchange\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'EUROPE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_MIN(min$0) AS EXPR$0])\n +- NativeExchange(distribution=[hash[ps_partkey]])\n +- NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplycost) AS min$0])\n +- NativeCalc(select=[ps_partkey, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[ps_partkey, ps_supplycost, n_regionkey, r_regionkey], build=[right])\n :- NativeCalc(select=[ps_partkey, ps_supplycost, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_partkey, ps_supplycost, s_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[ps_partkey, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[IS NOT NULL(ps_partkey)], nativeFunctions=[], jvmFunctions=[])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, filter=[IS NOT NULL(ps_partkey)], project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[s_suppkey, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'EUROPE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[s_acctbal, s_name, n_name, p_partkey, p_mfgr, s_address, s_phone, s_comment], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[false])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_supplycost, EXPR$0))], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, ps_partkey, EXPR$0], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey, r_regionkey], build=[right])\n : :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeCalc(select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_partkey, ps_suppkey, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], build=[right])\n : : : :- NativeExchange(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr], build=[right])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr], build=[right])\n : : : : :- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : : : : +- NativeExchange(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%BRASS'))], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeCalc(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%BRASS'))], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_size, 15), LIKE(p_type, _UTF-16LE'%BRASS'))], project=[p_partkey, p_mfgr, p_type, p_size], metadata=[]]], fields=[p_partkey, p_mfgr, p_type, p_size])\n : : : +- NativeExchange\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment])(reuse_id=[1])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])(reuse_id=[2])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'EUROPE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])(reuse_id=[3])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_MIN(min$0) AS EXPR$0])\n +- NativeExchange(distribution=[hash[ps_partkey]])\n +- NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplycost) AS min$0])\n +- NativeCalc(select=[ps_partkey, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[ps_partkey, ps_supplycost, n_regionkey, r_regionkey], build=[right])\n :- NativeCalc(select=[ps_partkey, ps_supplycost, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_partkey, ps_supplycost, s_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[ps_partkey, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[IS NOT NULL(ps_partkey)], nativeFunctions=[], jvmFunctions=[])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, filter=[IS NOT NULL(ps_partkey)], project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[s_suppkey, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- Reused(reference_id=[1])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- Reused(reference_id=[2])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- Reused(reference_id=[3])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$2], sort2=[$1], sort3=[$3], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], dir2=[ASC-nulls-first], dir3=[ASC-nulls-first], fetch=[100])\n+- LogicalProject(s_acctbal=[$14], s_name=[$10], n_name=[$22], p_partkey=[$0], p_mfgr=[$2], s_address=[$11], s_phone=[$13], s_comment=[$15])\n +- LogicalFilter(condition=[AND(=($0, $16), =($9, $17), =($5, 15), LIKE($4, _UTF-16LE'%BRASS'), =($12, $21), =($23, $25), =($26, _UTF-16LE'EUROPE'), =($19, $SCALAR_QUERY({\nLogicalAggregate(group=[{}], EXPR$0=[MIN($0)])\n LogicalProject(ps_supplycost=[$3])\n LogicalFilter(condition=[AND(=($cor1.p_partkey, $0), =($5, $1), =($8, $12), =($14, $16), =($17, _UTF-16LE'EUROPE'))])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n LogicalTableScan(table=[[default_catalog, default_database, nation]])\n LogicalTableScan(table=[[default_catalog, default_database, region]])\n})))], variablesSet=[[$cor1]])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalTableScan(table=[[default_catalog, default_database, part]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, region]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[s_acctbal, s_name, n_name, p_partkey, p_mfgr, s_address, s_phone, s_comment], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[false])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_supplycost, EXPR$0))], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, ps_partkey, EXPR$0], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey, r_regionkey], build=[right])\n : :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeCalc(select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_partkey, ps_suppkey, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], build=[right])\n : : : :- NativeExchange(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr], build=[right])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr], build=[right])\n : : : : :- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : : : : +- NativeExchange(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%BRASS'))], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeCalc(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%BRASS'))], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_size, 15), LIKE(p_type, _UTF-16LE'%BRASS'))], project=[p_partkey, p_mfgr, p_type, p_size], metadata=[]]], fields=[p_partkey, p_mfgr, p_type, p_size])\n : : : +- NativeExchange\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'EUROPE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_MIN(min$0) AS EXPR$0])\n +- NativeExchange(distribution=[hash[ps_partkey]])\n +- NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplycost) AS min$0])\n +- NativeCalc(select=[ps_partkey, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[ps_partkey, ps_supplycost, n_regionkey, r_regionkey], build=[right])\n :- NativeCalc(select=[ps_partkey, ps_supplycost, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_partkey, ps_supplycost, s_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[ps_partkey, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[IS NOT NULL(ps_partkey)], nativeFunctions=[], jvmFunctions=[])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, filter=[IS NOT NULL(ps_partkey)], project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[s_suppkey, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'EUROPE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[s_acctbal, s_name, n_name, p_partkey, p_mfgr, s_address, s_phone, s_comment], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offset=[0], fetch=[100], global=[false])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_supplycost, EXPR$0))], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, ps_partkey, EXPR$0], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey, r_regionkey], build=[right])\n : :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_comment, ps_supplycost, n_name, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeCalc(select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment, ps_partkey, ps_suppkey, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], build=[right])\n : : : :- NativeExchange(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr], build=[right])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, p_partkey, p_mfgr], build=[right])\n : : : : :- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : : : : +- NativeExchange(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%BRASS'))], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeCalc(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%BRASS'))], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_size, 15), LIKE(p_type, _UTF-16LE'%BRASS'))], project=[p_partkey, p_mfgr, p_type, p_size], metadata=[]]], fields=[p_partkey, p_mfgr, p_type, p_size])\n : : : +- NativeExchange\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey, s_phone, s_acctbal, s_comment])(reuse_id=[1])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])(reuse_id=[2])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'EUROPE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])(reuse_id=[3])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_MIN(min$0) AS EXPR$0])\n +- NativeExchange(distribution=[hash[ps_partkey]])\n +- NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplycost) AS min$0])\n +- NativeCalc(select=[ps_partkey, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[ps_partkey, ps_supplycost, n_regionkey, r_regionkey], build=[right])\n :- NativeCalc(select=[ps_partkey, ps_supplycost, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_partkey, ps_supplycost, s_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[ps_partkey, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_partkey, ps_suppkey, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[IS NOT NULL(ps_partkey)], nativeFunctions=[], jvmFunctions=[])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, filter=[IS NOT NULL(ps_partkey)], project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[s_suppkey, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- Reused(reference_id=[1])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- Reused(reference_id=[2])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- Reused(reference_id=[3])\n\nStreamFusion batch: 34 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "sourceArrowRows": 1810030, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplyc", "recordsIn": 1, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplyc", "recordsIn": 158960, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 117422 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 58585, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 58585 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 58837, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 58837 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 0, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 25, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s", "recordsIn": 1479, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s", "recordsIn": 1509, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_c", "recordsIn": 1479, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_c", "recordsIn": 1509, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_c", "recordsIn": 321, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 321 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_c", "recordsIn": 321, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 321 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey,", "recordsIn": 1479, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey,", "recordsIn": 1509, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%", "recordsIn": 0, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%", "recordsIn": 200000, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 747 }, { "operator": "NativeCalc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[IS NOT NULL(ps", "recordsIn": 0, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[IS NOT NULL(ps", "recordsIn": 800000, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, n_regionkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, n_regionkey], nativeFunctions=[], ", "recordsIn": 800000, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, s_nationkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, s_nationkey], nativeFunctions=[], ", "recordsIn": 800000, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost], nativeFunctions=[], jvmFunctions=", "recordsIn": 1, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost], nativeFunctions=[], jvmFunctions=", "recordsIn": 158960, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 158960 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 0, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 0, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 5, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 5, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_acctbal, s_name, n_name, p_partkey, p_mfgr, s_address, s_ph", "recordsIn": 100, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 100 }, { "operator": "NativeCalc(select=[s_suppkey, s_nationkey], nativeFunctions=[], jvmFunctions=[])", "recordsIn": 0, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_suppkey, s_nationkey], nativeFunctions=[], jvmFunctions=[])", "recordsIn": 10000, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 10000 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 10000, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 10000 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeFileSourceShare", "recordsIn": 5, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[p_", "recordsIn": 1480, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 321 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[p_", "recordsIn": 1510, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 321 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[ps", "recordsIn": 1, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[ps", "recordsIn": 800001, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 158960 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_pa", "recordsIn": 398867, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 1452 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_pa", "recordsIn": 401880, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 1536 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 6432, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 6556, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[p_", "recordsIn": 1504, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[p_", "recordsIn": 1534, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 25, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 800025, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_pa", "recordsIn": 10000, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_pa", "recordsIn": 810000, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_suppl", "recordsIn": 117743, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 234 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_suppl", "recordsIn": 117743, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 226 }, { "operator": "NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offs", "recordsIn": 200, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 100 }, { "operator": "NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offs", "recordsIn": 226, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "1", "recordsOut": 100 }, { "operator": "NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offs", "recordsIn": 234, "jobId": "7c8900ca44b0ca363afd709a1bb2e5eb", "attempt": "0", "subtask": "0", "recordsOut": 100 } ] }, { "engine": "stock", "trial": -3, "jobId": "c7e4331188250e798b8eb40911fd217c", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "caf89b9b0fc51be212961519598831c9", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "fa01ad417ca599bdbbf13b50de86a4da", "sourceArrowRows": 1810030, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplyc", "recordsIn": 1, "jobId": "fa01ad417ca599bdbbf13b50de86a4da", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplyc", "recordsIn": 158960, "jobId": "fa01ad417ca599bdbbf13b50de86a4da", "attempt": "0", "subtask": "0", "recordsOut": 117422 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 58585, "jobId": "fa01ad417ca599bdbbf13b50de86a4da", "attempt": "0", "subtask": "0", "recordsOut": 58585 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 58837, "jobId": "fa01ad417ca599bdbbf13b50de86a4da", "attempt": "0", "subtask": "1", "recordsOut": 58837 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 0, "jobId": "fa01ad417ca599bdbbf13b50de86a4da", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 25, "jobId": "fa01ad417ca599bdbbf13b50de86a4da", "attempt": "0", "subtask": "1", "recordsOut": 25 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s", "recordsIn": 1479, "jobId": "fa01ad417ca599bdbbf13b50de86a4da", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s", "recordsIn": 1509, "jobId": "fa01ad417ca599bdbbf13b50de86a4da", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_c", "recordsIn": 1479, "jobId": "fa01ad417ca599bdbbf13b50de86a4da", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_c", "recordsIn": 1509, "jobId": "fa01ad417ca599bdbbf13b50de86a4da", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeCalc(select=[p_partkey, 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10000, "jobId": "fb21305704424c05c9eaa7337e7264cf", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_pa", "recordsIn": 810000, "jobId": "fb21305704424c05c9eaa7337e7264cf", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_suppl", "recordsIn": 117743, "jobId": "fb21305704424c05c9eaa7337e7264cf", "attempt": "0", "subtask": "0", "recordsOut": 234 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_suppl", "recordsIn": 117743, "jobId": "fb21305704424c05c9eaa7337e7264cf", "attempt": "0", "subtask": "1", "recordsOut": 226 }, { "operator": "NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offs", "recordsIn": 200, "jobId": "fb21305704424c05c9eaa7337e7264cf", "attempt": "0", "subtask": "0", "recordsOut": 100 }, { "operator": "NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offs", "recordsIn": 226, "jobId": "fb21305704424c05c9eaa7337e7264cf", "attempt": "0", "subtask": "1", "recordsOut": 100 }, { "operator": "NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offs", "recordsIn": 234, "jobId": "fb21305704424c05c9eaa7337e7264cf", "attempt": "0", "subtask": "0", "recordsOut": 100 } ] }, { "engine": "stock", "trial": 5, "jobId": "12cc90e073ddebecfbef335365b7c6e6", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "9b27b3e930b3e3c12d7e7830ef599ebe", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "a99e52d1e752f7832d78f852974869a7", "sourceArrowRows": 1810030, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplyc", "recordsIn": 1, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplyc", "recordsIn": 158960, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 117422 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 58585, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 58585 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 58837, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 58837 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 0, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 25, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 25 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s", "recordsIn": 1479, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_nationkey, s_phone, s", "recordsIn": 1509, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_c", "recordsIn": 1479, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_c", "recordsIn": 1509, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_c", "recordsIn": 321, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 321 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_name, s_address, s_phone, s_acctbal, s_c", "recordsIn": 321, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 321 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey,", "recordsIn": 1479, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey,", "recordsIn": 1509, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%", "recordsIn": 0, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%", "recordsIn": 200000, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 747 }, { "operator": "NativeCalc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[IS NOT NULL(ps", "recordsIn": 0, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[IS NOT NULL(ps", "recordsIn": 800000, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, n_regionkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, n_regionkey], nativeFunctions=[], ", "recordsIn": 800000, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, s_nationkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, s_nationkey], nativeFunctions=[], ", "recordsIn": 800000, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost], nativeFunctions=[], jvmFunctions=", "recordsIn": 1, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost], nativeFunctions=[], jvmFunctions=", "recordsIn": 158960, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 158960 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 0, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 0, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 5, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 5, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_acctbal, s_name, n_name, p_partkey, p_mfgr, s_address, s_ph", "recordsIn": 100, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 100 }, { "operator": "NativeCalc(select=[s_suppkey, s_nationkey], nativeFunctions=[], jvmFunctions=[])", "recordsIn": 0, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_suppkey, s_nationkey], nativeFunctions=[], jvmFunctions=[])", "recordsIn": 10000, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 10000 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 10000, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 10000 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 25 }, { "operator": "NativeFileSourceShare", "recordsIn": 5, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[p_", "recordsIn": 1480, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 321 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[p_", "recordsIn": 1510, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 321 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[ps", "recordsIn": 1, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[ps", "recordsIn": 800001, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 158960 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_pa", "recordsIn": 398867, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 1452 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_pa", "recordsIn": 401880, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 1536 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 6432, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 6556, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[p_", "recordsIn": 1504, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[p_", "recordsIn": 1534, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 25, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 800025, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_pa", "recordsIn": 10000, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_pa", "recordsIn": 810000, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_suppl", "recordsIn": 117743, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 234 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_suppl", "recordsIn": 117743, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 226 }, { "operator": "NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offs", "recordsIn": 200, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 100 }, { "operator": "NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offs", "recordsIn": 226, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "1", "recordsOut": 100 }, { "operator": "NativeSort(orderBy=[s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC], offs", "recordsIn": 234, "jobId": "a99e52d1e752f7832d78f852974869a7", "attempt": "0", "subtask": "0", "recordsOut": 100 } ] } ], "resultType": "ROW<`s_acctbal` DECIMAL(15, 2), `s_name` STRING, `n_name` STRING, `p_partkey` BIGINT, `p_mfgr` STRING, `s_address` STRING, `s_phone` STRING, `s_comment` STRING> NOT NULL", "rows": 100, "resultSha256": "25c55a4b1ecf33008cd261ff70abbc7c751aa953919f0abc1b02c639e03a4c4f", "stockNanos": [ 3257956500, 3245199917, 3255821334, 3249287792, 3234118000, 3251184541, 3370784583 ], "nativeNanos": [ 397476584, 383921459, 398221959, 384165750, 387642250, 379634667, 387056542 ], "stockRuntimeMs": [ 3122, 3124, 3099, 3131, 3100, 3102, 3175 ], "nativeRuntimeMs": [ 279, 283, 280, 278, 281, 280, 273 ], "status": "passed", "stockMedianMs": 3251.184541, "nativeMedianMs": 387.056542, "speedup": 8.399766411905784 }, { "query": 3, "sqlSha256": "d8d2f7579eac245cd2609e49f572025a6efa1725dc30e3ccc3c6887f4c4f0bbf", "sql": "-- database: presto; groups: tpch; tables: customer,orders,lineitem\nSELECT\n l_orderkey,\n sum(l_extendedprice * (1 - l_discount)) AS revenue,\n o_orderdate,\n o_shippriority\nFROM\n customer,\n orders,\n lineitem\nWHERE\n c_mktsegment = 'BUILDING'\n AND c_custkey = o_custkey\n AND l_orderkey = o_orderkey\n AND o_orderdate < DATE '1995-03-15'\n AND l_shipdate > DATE '1995-03-15'\nGROUP BY\n l_orderkey,\n o_orderdate,\n o_shippriority\nORDER BY\n revenue DESC,\n o_orderdate\nLIMIT 10\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], sort1=[$2], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], fetch=[10])\n+- LogicalProject(l_orderkey=[$0], revenue=[$3], o_orderdate=[$1], o_shippriority=[$2])\n +- LogicalAggregate(group=[{0, 1, 2}], revenue=[SUM($3)])\n +- LogicalProject(l_orderkey=[$17], o_orderdate=[$12], o_shippriority=[$15], $f3=[*($22, -(1, $23))])\n +- LogicalFilter(condition=[AND(=($6, _UTF-16LE'BUILDING'), =($0, $9), =($17, $8), <($12, 1995-03-15), >($27, 1995-03-15))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nCalc(select=[l_orderkey, revenue, o_orderdate, o_shippriority])\n+- SortLimit(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[true])\n +- Exchange(distribution=[single])\n +- SortLimit(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[false])\n +- HashAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriority], select=[l_orderkey, o_orderdate, o_shippriority, SUM($f3) AS revenue])\n +- Calc(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -(1, l_discount)) AS $f3])\n +- HashJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_orderkey, o_orderdate, o_shippriority, l_orderkey, l_extendedprice, l_discount], build=[left])\n :- Exchange(distribution=[hash[o_orderkey]])\n : +- Calc(select=[o_orderkey, o_orderdate, o_shippriority])\n : +- HashJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, o_orderkey, o_custkey, o_orderdate, o_shippriority], isBroadcast=[true], build=[left])\n : :- Exchange(distribution=[broadcast])\n : : +- Calc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')])\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[=(c_mktsegment, _UTF-16LE'BUILDING':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[c_custkey, c_mktsegment], metadata=[]]], fields=[c_custkey, c_mktsegment])\n : +- Calc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<(o_orderdate, 1995-03-15)])\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[<(o_orderdate, 1995-03-15)], project=[o_orderkey, o_custkey, o_orderdate, o_shippriority], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate, o_shippriority])\n +- Exchange(distribution=[hash[l_orderkey]])\n +- Calc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate, 1995-03-15)])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_shipdate, 1995-03-15)], project=[l_orderkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_shipdate])\n\n== Optimized Execution Plan ==\nCalc(select=[l_orderkey, revenue, o_orderdate, o_shippriority])\n+- SortLimit(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[true])\n +- Exchange(distribution=[single])\n +- SortLimit(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[false])\n +- HashAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriority], select=[l_orderkey, o_orderdate, o_shippriority, SUM($f3) AS revenue])\n +- Exchange(distribution=[keep_input_as_is[hash[l_orderkey, o_orderdate, o_shippriority]]])\n +- Calc(select=[l_orderkey, o_orderdate, o_shippriority, (l_extendedprice * (1 - l_discount)) AS $f3])\n +- Exchange(distribution=[keep_input_as_is[hash[o_orderkey, o_orderdate, o_shippriority]]])\n +- AdaptiveJoin(originalJoin=[ShuffleHashJoin], joinType=[InnerJoin], where=[(l_orderkey = o_orderkey)], select=[o_orderkey, o_orderdate, o_shippriority, l_orderkey, l_extendedprice, l_discount], build=[left])\n :- Exchange(distribution=[hash[o_orderkey]])\n : +- Calc(select=[o_orderkey, o_orderdate, o_shippriority])\n : +- MultipleInput(readOrder=[0,1], members=[\\nHashJoin(joinType=[InnerJoin], where=[(c_custkey = o_custkey)], select=[c_custkey, o_orderkey, o_custkey, o_orderdate, o_shippriority], isBroadcast=[true], build=[left])\\n:- [#1] Exchange(distribution=[broadcast])\\n+- Calc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[(o_orderdate < 1995-03-15)])\\n +- [#2] TableSourceScan(table=[[default_catalog, default_database, orders, filter=[<(o_orderdate, 1995-03-15)], project=[o_orderkey, o_custkey, o_orderdate, o_shippriority], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate, o_shippriority])\\n])\n : :- Exchange(distribution=[broadcast])\n : : +- Calc(select=[c_custkey], where=[(c_mktsegment = 'BUILDING')])\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[=(c_mktsegment, _UTF-16LE'BUILDING':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[c_custkey, c_mktsegment], metadata=[]]], fields=[c_custkey, c_mktsegment])\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[<(o_orderdate, 1995-03-15)], project=[o_orderkey, o_custkey, o_orderdate, o_shippriority], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate, o_shippriority])\n +- Exchange(distribution=[hash[l_orderkey]])\n +- Calc(select=[l_orderkey, l_extendedprice, l_discount], where=[(l_shipdate > 1995-03-15)])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_shipdate, 1995-03-15)], project=[l_orderkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_shipdate])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], sort1=[$2], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], fetch=[10])\n+- LogicalProject(l_orderkey=[$0], revenue=[$3], o_orderdate=[$1], o_shippriority=[$2])\n +- LogicalAggregate(group=[{0, 1, 2}], revenue=[SUM($3)])\n +- LogicalProject(l_orderkey=[$17], o_orderdate=[$12], o_shippriority=[$15], $f3=[*($22, -(1, $23))])\n +- LogicalFilter(condition=[AND(=($6, _UTF-16LE'BUILDING'), =($0, $9), =($17, $8), <($12, 1995-03-15), >($27, 1995-03-15))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[l_orderkey, revenue, o_orderdate, o_shippriority], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[false])\n +- NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriority], select=[l_orderkey, o_orderdate, o_shippriority, SUM($f3) AS revenue])\n +- NativeExchange(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -(1, l_discount)) AS $f3], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -(1, l_discount)) AS $f3], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_orderkey, o_orderdate, o_shippriority, l_orderkey, l_extendedprice, l_discount], build=[left])\n :- NativeExchange(distribution=[hash[o_orderkey]])\n : +- NativeCalc(select=[o_orderkey, o_orderdate, o_shippriority], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, o_orderkey, o_custkey, o_orderdate, o_shippriority], isBroadcast=[true], build=[left])\n : :- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[=(c_mktsegment, _UTF-16LE'BUILDING':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[c_custkey, c_mktsegment], metadata=[]]], fields=[c_custkey, c_mktsegment])\n : +- NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<(o_orderdate, 1995-03-15)], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[<(o_orderdate, 1995-03-15)], project=[o_orderkey, o_custkey, o_orderdate, o_shippriority], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate, o_shippriority])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate, 1995-03-15)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_shipdate, 1995-03-15)], project=[l_orderkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_shipdate])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[l_orderkey, revenue, o_orderdate, o_shippriority], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[false])\n +- NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriority], select=[l_orderkey, o_orderdate, o_shippriority, SUM($f3) AS revenue])\n +- NativeExchange(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -(1, l_discount)) AS $f3], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -(1, l_discount)) AS $f3], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_orderkey, o_orderdate, o_shippriority, l_orderkey, l_extendedprice, l_discount], build=[left])\n :- NativeExchange(distribution=[hash[o_orderkey]])\n : +- NativeCalc(select=[o_orderkey, o_orderdate, o_shippriority], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, o_orderkey, o_custkey, o_orderdate, o_shippriority], isBroadcast=[true], build=[left])\n : :- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[=(c_mktsegment, _UTF-16LE'BUILDING':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[c_custkey, c_mktsegment], metadata=[]]], fields=[c_custkey, c_mktsegment])\n : +- NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<(o_orderdate, 1995-03-15)], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[<(o_orderdate, 1995-03-15)], project=[o_orderkey, o_custkey, o_orderdate, o_shippriority], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate, o_shippriority])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate, 1995-03-15)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_shipdate, 1995-03-15)], project=[l_orderkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_shipdate])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], sort1=[$2], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], fetch=[10])\n+- LogicalProject(l_orderkey=[$0], revenue=[$3], o_orderdate=[$1], o_shippriority=[$2])\n +- LogicalAggregate(group=[{0, 1, 2}], revenue=[SUM($3)])\n +- LogicalProject(l_orderkey=[$17], o_orderdate=[$12], o_shippriority=[$15], $f3=[*($22, -(1, $23))])\n +- LogicalFilter(condition=[AND(=($6, _UTF-16LE'BUILDING'), =($0, $9), =($17, $8), <($12, 1995-03-15), >($27, 1995-03-15))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[l_orderkey, revenue, o_orderdate, o_shippriority], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[false])\n +- NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriority], select=[l_orderkey, o_orderdate, o_shippriority, SUM($f3) AS revenue])\n +- NativeExchange(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -(1, l_discount)) AS $f3], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -(1, l_discount)) AS $f3], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_orderkey, o_orderdate, o_shippriority, l_orderkey, l_extendedprice, l_discount], build=[left])\n :- NativeExchange(distribution=[hash[o_orderkey]])\n : +- NativeCalc(select=[o_orderkey, o_orderdate, o_shippriority], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, o_orderkey, o_custkey, o_orderdate, o_shippriority], isBroadcast=[true], build=[left])\n : :- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[=(c_mktsegment, _UTF-16LE'BUILDING':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[c_custkey, c_mktsegment], metadata=[]]], fields=[c_custkey, c_mktsegment])\n : +- NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<(o_orderdate, 1995-03-15)], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[<(o_orderdate, 1995-03-15)], project=[o_orderkey, o_custkey, o_orderdate, o_shippriority], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate, o_shippriority])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate, 1995-03-15)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_shipdate, 1995-03-15)], project=[l_orderkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_shipdate])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[l_orderkey, revenue, o_orderdate, o_shippriority], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], global=[false])\n +- NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriority], select=[l_orderkey, o_orderdate, o_shippriority, SUM($f3) AS revenue])\n +- NativeExchange(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -(1, l_discount)) AS $f3], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -(1, l_discount)) AS $f3], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_orderkey, o_orderdate, o_shippriority, l_orderkey, l_extendedprice, l_discount], build=[left])\n :- NativeExchange(distribution=[hash[o_orderkey]])\n : +- NativeCalc(select=[o_orderkey, o_orderdate, o_shippriority], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, o_orderkey, o_custkey, o_orderdate, o_shippriority], isBroadcast=[true], build=[left])\n : :- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[=(c_mktsegment, _UTF-16LE'BUILDING':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[c_custkey, c_mktsegment], metadata=[]]], fields=[c_custkey, c_mktsegment])\n : +- NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<(o_orderdate, 1995-03-15)], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[<(o_orderdate, 1995-03-15)], project=[o_orderkey, o_custkey, o_orderdate, o_shippriority], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate, o_shippriority])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate, 1995-03-15)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_shipdate, 1995-03-15)], project=[l_orderkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_shipdate])\n\nStreamFusion batch: 15 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "2823ef84e928030a2aa91ba53416d42a", "sourceArrowRows": 7651215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriorit", "recordsIn": 14786, "jobId": "2823ef84e928030a2aa91ba53416d42a", "attempt": "0", "subtask": "0", "recordsOut": 5670 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriorit", "recordsIn": 15733, "jobId": "2823ef84e928030a2aa91ba53416d42a", "attempt": "0", "subtask": "1", "recordsOut": 5950 }, { "operator": "NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFuncti", "recordsIn": 0, "jobId": "2823ef84e928030a2aa91ba53416d42a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFuncti", "recordsIn": 150000, "jobId": "2823ef84e928030a2aa91ba53416d42a", "attempt": "0", "subtask": "0", "recordsOut": 30142 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate", "recordsIn": 0, "jobId": "2823ef84e928030a2aa91ba53416d42a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate", "recordsIn": 6001215, "jobId": "2823ef84e928030a2aa91ba53416d42a", "attempt": "0", "subtask": "0", "recordsOut": 3241776 }, { "operator": "NativeCalc(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -", "recordsIn": 15111, "jobId": "2823ef84e928030a2aa91ba53416d42a", "attempt": "0", "subtask": "0", "recordsOut": 15111 }, { "operator": "NativeCalc(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -", "recordsIn": 15408, "jobId": "2823ef84e928030a2aa91ba53416d42a", "attempt": "0", "subtask": "1", "recordsOut": 15408 }, { "operator": "NativeCalc(select=[l_orderkey, revenue, o_orderdate, o_shippriority], nativeFunc", "recordsIn": 10, "jobId": "2823ef84e928030a2aa91ba53416d42a", "attempt": "0", "subtask": "0", "recordsOut": 10 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<", "recordsIn": 0, "jobId": "2823ef84e928030a2aa91ba53416d42a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<", "recordsIn": 1500000, "jobId": "2823ef84e928030a2aa91ba53416d42a", "attempt": "0", "subtask": "0", "recordsOut": 727305 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderdate, o_shippriority], nativeFunctions=[],", "recordsIn": 0, "jobId": 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"subtask": "0", "recordsOut": 15111 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_or", "recordsIn": 1696712, "jobId": "9f551e368979c7facaa6fa441cd09352", "attempt": "0", "subtask": "1", "recordsOut": 15408 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 20, "jobId": "9f551e368979c7facaa6fa441cd09352", "attempt": "0", "subtask": "0", "recordsOut": 10 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 5670, "jobId": "9f551e368979c7facaa6fa441cd09352", "attempt": "0", "subtask": "0", "recordsOut": 10 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 5950, "jobId": "9f551e368979c7facaa6fa441cd09352", "attempt": "0", "subtask": "1", "recordsOut": 10 } ] }, { "engine": "stock", "trial": 5, "jobId": "0ea16d7eaa4d25401aa0746348aaca73", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "7f4f0db336fd854282ad1aac246274fc", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "d0143b0624969d8ba26cae57d614baa4", "sourceArrowRows": 7651215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriorit", "recordsIn": 14786, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "0", "recordsOut": 5670 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriorit", "recordsIn": 15733, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "1", "recordsOut": 5950 }, { "operator": "NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFuncti", "recordsIn": 0, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFuncti", "recordsIn": 150000, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "0", "recordsOut": 30142 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate", "recordsIn": 0, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate", "recordsIn": 6001215, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "0", "recordsOut": 3241776 }, { "operator": "NativeCalc(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -", "recordsIn": 15111, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "0", "recordsOut": 15111 }, { "operator": "NativeCalc(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -", "recordsIn": 15408, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "1", "recordsOut": 15408 }, { "operator": "NativeCalc(select=[l_orderkey, revenue, o_orderdate, o_shippriority], nativeFunc", "recordsIn": 10, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "0", "recordsOut": 10 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<", "recordsIn": 0, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<", "recordsIn": 1500000, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "0", "recordsOut": 727305 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderdate, o_shippriority], nativeFunctions=[],", "recordsIn": 0, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderdate, o_shippriority], nativeFunctions=[],", "recordsIn": 147126, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "0", "recordsOut": 147126 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 30142, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 757447, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "0", "recordsOut": 147126 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_or", "recordsIn": 1692190, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "0", "recordsOut": 15111 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_or", "recordsIn": 1696712, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "1", "recordsOut": 15408 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 20, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "0", "recordsOut": 10 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 5670, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "0", "recordsOut": 10 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 5950, "jobId": "d0143b0624969d8ba26cae57d614baa4", "attempt": "0", "subtask": "1", "recordsOut": 10 } ] } ], "resultType": "ROW<`l_orderkey` BIGINT, `revenue` DECIMAL(38, 4), `o_orderdate` DATE, `o_shippriority` INT> NOT NULL", "rows": 10, "resultSha256": "11250d327145e05d6d369b3ba6e4b81ef64758d0ce307a052f8526a32e24c396", "stockNanos": [ 1096521541, 1097197458, 1091576666, 1098007959, 1088785292, 1093785125, 1099240667 ], "nativeNanos": [ 448772708, 445264167, 450636792, 446537458, 452237958, 438291958, 446007250 ], "stockRuntimeMs": [ 949, 954, 996, 968, 963, 988, 993 ], "nativeRuntimeMs": [ 342, 340, 342, 369, 352, 349, 345 ], "status": "passed", "stockMedianMs": 1096.521541, "nativeMedianMs": 446.537458, "speedup": 2.4556093141910615 }, { "query": 4, "sqlSha256": "04297c2ddbbcc2bd3999494f3f531235e8bf5d723e678796ee485c0309711594", "sql": "-- database: presto; groups: tpch; tables: orders,lineitem\nSELECT\n o_orderpriority,\n count(*) AS order_count\nFROM orders\nWHERE\n o_orderdate >= DATE '1993-07-01'\n AND o_orderdate < DATE '1993-07-01' + INTERVAL '3' MONTH\nAND EXISTS (\nSELECT *\nFROM lineitem\nWHERE\nl_orderkey = o_orderkey\nAND l_commitdate < l_receiptdate\n)\nGROUP BY\no_orderpriority\nORDER BY\no_orderpriority\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0}], order_count=[COUNT()])\n +- LogicalProject(o_orderpriority=[$5])\n +- LogicalFilter(condition=[AND(>=($4, 1993-07-01), <($4, +(1993-07-01, 3:INTERVAL MONTH)), EXISTS({\nLogicalFilter(condition=[AND(=($0, $cor11.o_orderkey), <($11, $12))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n}))], variablesSet=[[$cor11]])\n +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[o_orderpriority ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriority, Final_COUNT(count1$0) AS order_count])\n +- Exchange(distribution=[hash[o_orderpriority]])\n +- LocalHashAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUNT(*) AS count1$0])\n +- Calc(select=[o_orderpriority])\n +- HashJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o_orderkey, o_orderpriority], build=[left])\n :- Exchange(distribution=[hash[o_orderkey]])\n : +- Calc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg[[1993-07-01..1993-10-01)])])\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-07-01), <(o_orderdate, 1993-10-01))], project=[o_orderkey, o_orderdate, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderdate, o_orderpriority])\n +- Exchange(distribution=[hash[l_orderkey]])\n +- Calc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<(l_commitdate, l_receiptdate)], project=[l_orderkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_commitdate, l_receiptdate])\n\n== Optimized Execution Plan ==\nSort(orderBy=[o_orderpriority ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriority, Final_COUNT(count1$0) AS order_count])\n +- Exchange(distribution=[hash[o_orderpriority]])\n +- LocalHashAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUNT(*) AS count1$0])\n +- Calc(select=[o_orderpriority])\n +- AdaptiveJoin(originalJoin=[ShuffleHashJoin], joinType=[LeftSemiJoin], where=[(l_orderkey = o_orderkey)], select=[o_orderkey, o_orderpriority], build=[left])\n :- Exchange(distribution=[hash[o_orderkey]])\n : +- Calc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg[[1993-07-01..1993-10-01)])])\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-07-01), <(o_orderdate, 1993-10-01))], project=[o_orderkey, o_orderdate, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderdate, o_orderpriority])\n +- Exchange(distribution=[hash[l_orderkey]])\n +- Calc(select=[l_orderkey], where=[(l_commitdate < l_receiptdate)])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<(l_commitdate, l_receiptdate)], project=[l_orderkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_commitdate, l_receiptdate])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0}], order_count=[COUNT()])\n +- LogicalProject(o_orderpriority=[$5])\n +- LogicalFilter(condition=[AND(>=($4, 1993-07-01), <($4, +(1993-07-01, 3:INTERVAL MONTH)), EXISTS({\nLogicalFilter(condition=[AND(=($0, $cor12.o_orderkey), <($11, $12))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n}))], variablesSet=[[$cor12]])\n +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[o_orderpriority ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriority, Final_COUNT(count1$0) AS order_count])\n +- NativeExchange(distribution=[hash[o_orderpriority]])\n +- NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o_orderkey, o_orderpriority], build=[left])\n :- NativeExchange(distribution=[hash[o_orderkey]])\n : +- NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg[[1993-07-01..1993-10-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-07-01), <(o_orderdate, 1993-10-01))], project=[o_orderkey, o_orderdate, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderdate, o_orderpriority])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<(l_commitdate, l_receiptdate)], project=[l_orderkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_commitdate, l_receiptdate])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[o_orderpriority ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriority, Final_COUNT(count1$0) AS order_count])\n +- NativeExchange(distribution=[hash[o_orderpriority]])\n +- NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o_orderkey, o_orderpriority], build=[left])\n :- NativeExchange(distribution=[hash[o_orderkey]])\n : +- NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg[[1993-07-01..1993-10-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-07-01), <(o_orderdate, 1993-10-01))], project=[o_orderkey, o_orderdate, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderdate, o_orderpriority])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<(l_commitdate, l_receiptdate)], project=[l_orderkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_commitdate, l_receiptdate])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0}], order_count=[COUNT()])\n +- LogicalProject(o_orderpriority=[$5])\n +- LogicalFilter(condition=[AND(>=($4, 1993-07-01), <($4, +(1993-07-01, 3:INTERVAL MONTH)), EXISTS({\nLogicalFilter(condition=[AND(=($0, $cor13.o_orderkey), <($11, $12))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n}))], variablesSet=[[$cor13]])\n +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[o_orderpriority ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriority, Final_COUNT(count1$0) AS order_count])\n +- NativeExchange(distribution=[hash[o_orderpriority]])\n +- NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o_orderkey, o_orderpriority], build=[left])\n :- NativeExchange(distribution=[hash[o_orderkey]])\n : +- NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg[[1993-07-01..1993-10-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-07-01), <(o_orderdate, 1993-10-01))], project=[o_orderkey, o_orderdate, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderdate, o_orderpriority])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<(l_commitdate, l_receiptdate)], project=[l_orderkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_commitdate, l_receiptdate])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[o_orderpriority ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriority, Final_COUNT(count1$0) AS order_count])\n +- NativeExchange(distribution=[hash[o_orderpriority]])\n +- NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o_orderkey, o_orderpriority], build=[left])\n :- NativeExchange(distribution=[hash[o_orderkey]])\n : +- NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg[[1993-07-01..1993-10-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-07-01), <(o_orderdate, 1993-10-01))], project=[o_orderkey, o_orderdate, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderdate, o_orderpriority])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[<(l_commitdate, l_receiptdate)], project=[l_orderkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_commitdate, l_receiptdate])\n\nStreamFusion batch: 11 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "51bef2be2a672f0ef767030bd2cca0fa", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "51bef2be2a672f0ef767030bd2cca0fa", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "51bef2be2a672f0ef767030bd2cca0fa", "attempt": "0", "subtask": 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"nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "1", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "0", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2665]", "recordsIn": 26222, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2665]", "recordsIn": 26301, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2671]", "recordsIn": 5, "jobId": "b2045a5f11ed90658af29fdda178413f", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "streamfusion", "trial": 5, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "1", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "0", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2688]", "recordsIn": 26222, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2688]", "recordsIn": 26301, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2694]", "recordsIn": 5, "jobId": "234fb9dd9c0241731b7edf18e2a03f19", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "stock", "trial": 5, "jobId": "2208c3e796813747969dd176d69bbe99", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "08d1270e7c0860dd1e9b91d29bcad5d7", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "70ed523d51809e5f58e5dcde41231305", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "1", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "0", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2741]", "recordsIn": 26222, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2741]", "recordsIn": 26301, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2747]", "recordsIn": 5, "jobId": "70ed523d51809e5f58e5dcde41231305", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] } ], "resultType": "ROW<`o_orderpriority` STRING, `order_count` BIGINT NOT NULL> NOT NULL", "rows": 5, "resultSha256": "d14e778383aebcc943b65d6f9829a6021c1e57378445162013227039db753f88", "stockNanos": [ 875281041, 872438208, 863861167, 873981875, 877267084, 876901708, 877724333 ], "nativeNanos": [ 340992625, 336584000, 337659666, 337139125, 337906375, 342438458, 335552958 ], "stockRuntimeMs": [ 759, 779, 789, 762, 759, 767, 758 ], "nativeRuntimeMs": [ 232, 243, 235, 232, 234, 236, 236 ], "status": "passed", "stockMedianMs": 875.281041, "nativeMedianMs": 337.659666, "speedup": 2.592198977653434 }, { "query": 5, "sqlSha256": "c4fe1313161ee7e67d0c554a54126ac20560c0df04b86e33aa5ec251f908c315", "sql": "-- database: presto; groups: big_query, tpch; tables: customer,orders,lineitem,supplier,nation,region\nSELECT\n n_name,\n sum(l_extendedprice * (1 - l_discount)) AS revenue\nFROM\n customer,\n orders,\n lineitem,\n supplier,\n nation,\n region\nWHERE\n c_custkey = o_custkey\n AND l_orderkey = o_orderkey\n AND l_suppkey = s_suppkey\n AND c_nationkey = s_nationkey\n AND s_nationkey = n_nationkey\n AND n_regionkey = r_regionkey\n AND r_name = 'ASIA'\n AND o_orderdate >= DATE '1994-01-01'\n AND o_orderdate < DATE '1994-01-01' + INTERVAL '1' YEAR\nGROUP BY\nn_name\nORDER BY\nrevenue DESC\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], dir0=[DESC-nulls-last])\n+- LogicalAggregate(group=[{0}], revenue=[SUM($1)])\n +- LogicalProject(n_name=[$41], $f1=[*($22, -(1, $23))])\n +- LogicalFilter(condition=[AND(=($0, $9), =($17, $8), =($19, $33), =($3, $36), =($36, $40), =($42, $44), =($45, _UTF-16LE'ASIA'), >=($12, 1994-01-01), <($12, +(1994-01-01, 12:INTERVAL YEAR)))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, region]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[revenue DESC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$0) AS revenue])\n +- Exchange(distribution=[hash[n_name]])\n +- LocalHashAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])\n +- Calc(select=[n_name, *(l_extendedprice, -(1, l_discount)) AS $f1])\n +- NestedLoopJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_extendedprice, l_discount, n_name, n_regionkey, r_regionkey], build=[right])\n :- Calc(select=[l_extendedprice, l_discount, n_name, n_regionkey])\n : +- HashJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_extendedprice, l_discount, s_nationkey, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\n : :- Calc(select=[l_extendedprice, l_discount, s_nationkey])\n : : +- HashJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationkey, s_nationkey))], select=[c_nationkey, l_suppkey, l_extendedprice, l_discount, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- Calc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount])\n : : : +- HashJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_nationkey, o_orderkey, l_orderkey, l_suppkey, l_extendedprice, l_discount], build=[left])\n : : : :- Exchange(distribution=[hash[o_orderkey]])\n : : : : +- Calc(select=[c_nationkey, o_orderkey])\n : : : : +- HashJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_nationkey, o_orderkey, o_custkey], build=[left])\n : : : : :- Exchange(distribution=[hash[c_custkey]])\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : : : : +- Exchange(distribution=[hash[o_custkey]])\n : : : : +- Calc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1994-01-01..1995-01-01)])])\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1994-01-01), <(o_orderdate, 1995-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : : : +- Exchange(distribution=[hash[l_orderkey]])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount])\n : : +- Exchange(distribution=[broadcast])\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : +- Exchange(distribution=[broadcast])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n +- Exchange(distribution=[broadcast])\n +- Calc(select=[r_regionkey], where=[=(r_name, 'ASIA')])\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'ASIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n\n== Optimized Execution Plan ==\nSort(orderBy=[revenue DESC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$0) AS revenue])\n +- Exchange(distribution=[hash[n_name]])\n +- LocalHashAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])\n +- Calc(select=[n_name, (l_extendedprice * (1 - l_discount)) AS $f1])\n +- MultipleInput(readOrder=[0,0,0,0,1], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[(n_regionkey = r_regionkey)], select=[l_extendedprice, l_discount, n_name, n_regionkey, r_regionkey], build=[right])\\n:- Calc(select=[l_extendedprice, l_discount, n_name, n_regionkey])\\n: +- HashJoin(joinType=[InnerJoin], where=[(s_nationkey = n_nationkey)], select=[l_extendedprice, l_discount, s_nationkey, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\\n: :- Calc(select=[l_extendedprice, l_discount, s_nationkey])\\n: : +- HashJoin(joinType=[InnerJoin], where=[((l_suppkey = s_suppkey) AND (c_nationkey = s_nationkey))], select=[c_nationkey, l_suppkey, l_extendedprice, l_discount, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\\n: : :- Calc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount])\\n: : : +- HashJoin(joinType=[InnerJoin], where=[(l_orderkey = o_orderkey)], select=[c_nationkey, o_orderkey, l_orderkey, l_suppkey, l_extendedprice, l_discount], build=[left])\\n: : : :- [#4] Exchange(distribution=[hash[o_orderkey]])\\n: : : +- [#5] Exchange(distribution=[hash[l_orderkey]])\\n: : +- [#3] Exchange(distribution=[broadcast])\\n: +- [#2] Exchange(distribution=[broadcast])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Exchange(distribution=[broadcast])\n : +- Calc(select=[r_regionkey], where=[(r_name = 'ASIA')])\n : +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'ASIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n :- Exchange(distribution=[broadcast])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n :- Exchange(distribution=[broadcast])\n : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n :- Exchange(distribution=[hash[o_orderkey]])\n : +- Calc(select=[c_nationkey, o_orderkey])\n : +- AdaptiveJoin(originalJoin=[ShuffleHashJoin], joinType=[InnerJoin], where=[(c_custkey = o_custkey)], select=[c_custkey, c_nationkey, o_orderkey, o_custkey], build=[left])\n : :- Exchange(distribution=[hash[c_custkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : +- Exchange(distribution=[hash[o_custkey]])\n : +- Calc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1994-01-01..1995-01-01)])])\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1994-01-01), <(o_orderdate, 1995-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n +- Exchange(distribution=[hash[l_orderkey]])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], dir0=[DESC-nulls-last])\n+- LogicalAggregate(group=[{0}], revenue=[SUM($1)])\n +- LogicalProject(n_name=[$41], $f1=[*($22, -(1, $23))])\n +- LogicalFilter(condition=[AND(=($0, $9), =($17, $8), =($19, $33), =($3, $36), =($36, $40), =($42, $44), =($45, _UTF-16LE'ASIA'), >=($12, 1994-01-01), <($12, +(1994-01-01, 12:INTERVAL YEAR)))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, region]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[revenue DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[n_name]])\n +- NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])\n +- NativeCalc(select=[n_name, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_extendedprice, l_discount, n_name, n_regionkey, r_regionkey], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_extendedprice, l_discount, s_nationkey, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationkey, s_nationkey))], select=[c_nationkey, l_suppkey, l_extendedprice, l_discount, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_nationkey, o_orderkey, l_orderkey, l_suppkey, l_extendedprice, l_discount], build=[left])\n : : : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : : : +- NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_nationkey, o_orderkey, o_custkey], build=[left])\n : : : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : : : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : : : +- NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1994-01-01..1995-01-01)])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1994-01-01), <(o_orderdate, 1995-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : : : +- NativeExchange(distribution=[hash[l_orderkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'ASIA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'ASIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[revenue DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[n_name]])\n +- NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])\n +- NativeCalc(select=[n_name, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_extendedprice, l_discount, n_name, n_regionkey, r_regionkey], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_extendedprice, l_discount, s_nationkey, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationkey, s_nationkey))], select=[c_nationkey, l_suppkey, l_extendedprice, l_discount, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_nationkey, o_orderkey, l_orderkey, l_suppkey, l_extendedprice, l_discount], build=[left])\n : : : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : : : +- NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_nationkey, o_orderkey, o_custkey], build=[left])\n : : : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : : : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : : : +- NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1994-01-01..1995-01-01)])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1994-01-01), <(o_orderdate, 1995-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : : : +- NativeExchange(distribution=[hash[l_orderkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'ASIA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'ASIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], dir0=[DESC-nulls-last])\n+- LogicalAggregate(group=[{0}], revenue=[SUM($1)])\n +- LogicalProject(n_name=[$41], $f1=[*($22, -(1, $23))])\n +- LogicalFilter(condition=[AND(=($0, $9), =($17, $8), =($19, $33), =($3, $36), =($36, $40), =($42, $44), =($45, _UTF-16LE'ASIA'), >=($12, 1994-01-01), <($12, +(1994-01-01, 12:INTERVAL YEAR)))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, region]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[revenue DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[n_name]])\n +- NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])\n +- NativeCalc(select=[n_name, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_extendedprice, l_discount, n_name, n_regionkey, r_regionkey], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_extendedprice, l_discount, s_nationkey, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationkey, s_nationkey))], select=[c_nationkey, l_suppkey, l_extendedprice, l_discount, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_nationkey, o_orderkey, l_orderkey, l_suppkey, l_extendedprice, l_discount], build=[left])\n : : : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : : : +- NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_nationkey, o_orderkey, o_custkey], build=[left])\n : : : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : : : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : : : +- NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1994-01-01..1995-01-01)])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1994-01-01), <(o_orderdate, 1995-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : : : +- NativeExchange(distribution=[hash[l_orderkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'ASIA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'ASIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[revenue DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[n_name]])\n +- NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])\n +- NativeCalc(select=[n_name, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_extendedprice, l_discount, n_name, n_regionkey, r_regionkey], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_extendedprice, l_discount, s_nationkey, n_nationkey, n_name, n_regionkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationkey, s_nationkey))], select=[c_nationkey, l_suppkey, l_extendedprice, l_discount, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_nationkey, o_orderkey, l_orderkey, l_suppkey, l_extendedprice, l_discount], build=[left])\n : : : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : : : +- NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_nationkey, o_orderkey, o_custkey], build=[left])\n : : : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : : : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : : : +- NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1994-01-01..1995-01-01)])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1994-01-01), <(o_orderdate, 1995-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : : : +- NativeExchange(distribution=[hash[l_orderkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'ASIA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'ASIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n\nStreamFusion batch: 24 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "dcff6525c6de06f671357348479a690b", "sourceArrowRows": 7661245, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])[29", "recordsIn": 3606, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])[29", "recordsIn": 3637, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$", "recordsIn": 4, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$", "recordsIn": 6, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "0", "recordsOut": 3 }, { "operator": "NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeF", "recordsIn": 454868, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "0", "recordsOut": 454868 }, { "operator": "NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeF", "recordsIn": 455651, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "1", "recordsOut": 455651 }, { "operator": "NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[]", "recordsIn": 113473, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "0", "recordsOut": 113473 }, { "operator": "NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[]", "recordsIn": 114124, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "1", "recordsOut": 114124 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunc", "recordsIn": 18081, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunc", "recordsIn": 18155, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[]", "recordsIn": 18081, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[]", "recordsIn": 18155, "jobId": "dcff6525c6de06f671357348479a690b", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": 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where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 189413, "jobId": "2b9144bc5bcb3169201fc0d38d8317ab", "attempt": "0", "subtask": "1", "recordsOut": 114124 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_na", "recordsIn": 3110169, "jobId": "2b9144bc5bcb3169201fc0d38d8317ab", "attempt": "0", "subtask": "0", "recordsOut": 454868 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_na", "recordsIn": 3118643, "jobId": "2b9144bc5bcb3169201fc0d38d8317ab", "attempt": "0", "subtask": "1", "recordsOut": 455651 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 18082, "jobId": "2b9144bc5bcb3169201fc0d38d8317ab", "attempt": "0", "subtask": "0", "recordsOut": 3637 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 18156, "jobId": "2b9144bc5bcb3169201fc0d38d8317ab", "attempt": "0", "subtask": "1", "recordsOut": 3606 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_", "recordsIn": 18106, "jobId": "2b9144bc5bcb3169201fc0d38d8317ab", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_", "recordsIn": 18180, "jobId": "2b9144bc5bcb3169201fc0d38d8317ab", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationk", "recordsIn": 464868, "jobId": "2b9144bc5bcb3169201fc0d38d8317ab", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationk", "recordsIn": 465651, "jobId": "2b9144bc5bcb3169201fc0d38d8317ab", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeSort(orderBy=[revenue DESC])[3609]", "recordsIn": 5, "jobId": "2b9144bc5bcb3169201fc0d38d8317ab", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "stock", "trial": 5, "jobId": "44315ce6ff56b265c4d004981a586339", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "c374befe8b2771e4d1f3a317cc269a4e", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "sourceArrowRows": 7661245, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])[37", "recordsIn": 3606, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])[37", "recordsIn": 3637, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$", "recordsIn": 4, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$", "recordsIn": 6, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 3 }, { "operator": "NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeF", "recordsIn": 454868, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 454868 }, { "operator": "NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeF", "recordsIn": 455651, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 455651 }, { "operator": "NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[]", "recordsIn": 113473, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 113473 }, { "operator": "NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[]", "recordsIn": 114124, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 114124 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunc", "recordsIn": 18081, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunc", "recordsIn": 18155, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[]", "recordsIn": 18081, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[]", "recordsIn": 18155, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeCalc(select=[n_name, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeF", "recordsIn": 3606, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 3606 }, { "operator": "NativeCalc(select=[n_name, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeF", "recordsIn": 3637, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 3637 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1994", "recordsIn": 0, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1994", "recordsIn": 1500000, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 227597 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'ASIA')], nativeFunctions=[], ", "recordsIn": 0, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'ASIA')], nativeFunctions=[], ", "recordsIn": 5, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 188184, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 113473 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 189413, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 114124 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_na", "recordsIn": 3110169, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 454868 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_na", "recordsIn": 3118643, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 455651 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 18082, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 3637 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 18156, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 3606 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_", "recordsIn": 18106, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_", "recordsIn": 18180, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationk", "recordsIn": 464868, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationk", "recordsIn": 465651, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeSort(orderBy=[revenue DESC])[3727]", "recordsIn": 5, "jobId": "e8e7825d133028ae7d1b7d4e22939dae", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] } ], "resultType": "ROW<`n_name` STRING, `revenue` DECIMAL(38, 4)> NOT NULL", "rows": 5, "resultSha256": "1d80d5590613c932e8a7d1a87ac10920ab49fd6bf04e4fabf72d744a98a9c1e0", "stockNanos": [ 1859331666, 1844011375, 1966544708, 1839166083, 1956685917, 1850154084, 1956462000 ], "nativeNanos": [ 670936042, 774176958, 776459375, 771899333, 778083292, 775588708, 776787667 ], "stockRuntimeMs": [ 1787, 1764, 1794, 1769, 1786, 1759, 1798 ], "nativeRuntimeMs": [ 611, 695, 667, 669, 690, 680, 665 ], "status": "passed", "stockMedianMs": 1859.331666, "nativeMedianMs": 775.588708, "speedup": 2.397316576197497 }, { "query": 6, "sqlSha256": "9a0f373ae3a61ce5596f4b77647988f09b3f8261661853a11db1930708771c21", "sql": "-- database: presto; groups: tpch; tables: lineitem\nSELECT sum(l_extendedprice * l_discount) AS revenue\nFROM\n lineitem\nWHERE\n l_shipdate >= DATE '1994-01-01'\n AND l_shipdate < DATE '1994-01-01' + INTERVAL '1' YEAR\n-- AND l_discount BETWEEN decimal '0.06' - decimal '0.01' AND decimal '0.06' + decimal '0.01'\n-- we don't support the above feature\nAND l_discount BETWEEN 0.06 - 0.01 AND 0.06 + 0.01\nAND l_quantity < 24\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalAggregate(group=[{}], revenue=[SUM($0)])\n+- LogicalProject($f0=[*($5, $6)])\n +- LogicalFilter(condition=[AND(>=($10, 1994-01-01), <($10, +(1994-01-01, 12:INTERVAL YEAR)), >=($6, -(0.06:DECIMAL(3, 2), 0.01:DECIMAL(3, 2))), <=($6, +(0.06:DECIMAL(3, 2), 0.01:DECIMAL(3, 2))), <($4, 24))])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nHashAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- Calc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]), SEARCH(l_discount, Sarg[[0.05..0.07]]), <(l_quantity, 24))])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), AND(>=(l_discount, 0.05:DECIMAL(4, 2)), <=(l_discount, 0.07:DECIMAL(4, 2)))), <(l_quantity, 24))], project=[l_quantity, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_shipdate])\n\n== Optimized Execution Plan ==\nHashAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- Calc(select=[(l_extendedprice * l_discount) AS $f0], where=[(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]) AND SEARCH(l_discount, Sarg[[0.05..0.07]]) AND (l_quantity < 24))])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), AND(>=(l_discount, 0.05:DECIMAL(4, 2)), <=(l_discount, 0.07:DECIMAL(4, 2)))), <(l_quantity, 24))], project=[l_quantity, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_shipdate])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalAggregate(group=[{}], revenue=[SUM($0)])\n+- LogicalProject($f0=[*($5, $6)])\n +- LogicalFilter(condition=[AND(>=($10, 1994-01-01), <($10, +(1994-01-01, 12:INTERVAL YEAR)), >=($6, -(0.06:DECIMAL(3, 2), 0.01:DECIMAL(3, 2))), <=($6, +(0.06:DECIMAL(3, 2), 0.01:DECIMAL(3, 2))), <($4, 24))])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]), SEARCH(l_discount, Sarg[[0.05..0.07]]), <(l_quantity, 24))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), AND(>=(l_discount, 0.05:DECIMAL(4, 2)), <=(l_discount, 0.07:DECIMAL(4, 2)))), <(l_quantity, 24))], project=[l_quantity, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_shipdate])\n\n== Optimized Execution Plan ==\nNativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]), SEARCH(l_discount, Sarg[[0.05..0.07]]), <(l_quantity, 24))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), AND(>=(l_discount, 0.05:DECIMAL(4, 2)), <=(l_discount, 0.07:DECIMAL(4, 2)))), <(l_quantity, 24))], project=[l_quantity, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_shipdate])\n", "admission": "== Abstract Syntax Tree ==\nLogicalAggregate(group=[{}], revenue=[SUM($0)])\n+- LogicalProject($f0=[*($5, $6)])\n +- LogicalFilter(condition=[AND(>=($10, 1994-01-01), <($10, +(1994-01-01, 12:INTERVAL YEAR)), >=($6, -(0.06:DECIMAL(3, 2), 0.01:DECIMAL(3, 2))), <=($6, +(0.06:DECIMAL(3, 2), 0.01:DECIMAL(3, 2))), <($4, 24))])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]), SEARCH(l_discount, Sarg[[0.05..0.07]]), <(l_quantity, 24))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), AND(>=(l_discount, 0.05:DECIMAL(4, 2)), <=(l_discount, 0.07:DECIMAL(4, 2)))), <(l_quantity, 24))], project=[l_quantity, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_shipdate])\n\n== Optimized Execution Plan ==\nNativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]), SEARCH(l_discount, Sarg[[0.05..0.07]]), <(l_quantity, 24))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), AND(>=(l_discount, 0.05:DECIMAL(4, 2)), <=(l_discount, 0.07:DECIMAL(4, 2)))), <(l_quantity, 24))], project=[l_quantity, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_quantity, l_extendedprice, l_discount, l_shipdate])\n\nStreamFusion batch: 4 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "9ce7c5bbdeded570ad71320ca59973cf", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3759]", "recordsIn": 1, "jobId": "9ce7c5bbdeded570ad71320ca59973cf", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3757]", "recordsIn": 0, "jobId": "9ce7c5bbdeded570ad71320ca59973cf", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3757]", "recordsIn": 114160, "jobId": "9ce7c5bbdeded570ad71320ca59973cf", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "9ce7c5bbdeded570ad71320ca59973cf", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "9ce7c5bbdeded570ad71320ca59973cf", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "stock", "trial": -3, "jobId": "6829e98ef91462c5d7524cf67ce9e17a", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "b92ab5707be47c30f0ecf612bb64a524", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "84cf91dee47c87572cc16ecbafcbe14d", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3782]", "recordsIn": 1, "jobId": "84cf91dee47c87572cc16ecbafcbe14d", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3780]", "recordsIn": 0, "jobId": "84cf91dee47c87572cc16ecbafcbe14d", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3780]", "recordsIn": 114160, "jobId": "84cf91dee47c87572cc16ecbafcbe14d", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "84cf91dee47c87572cc16ecbafcbe14d", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "84cf91dee47c87572cc16ecbafcbe14d", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "d7dab9cbbd4d56e96b88a7deed4acb3d", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3793]", "recordsIn": 1, "jobId": "d7dab9cbbd4d56e96b88a7deed4acb3d", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3791]", "recordsIn": 0, "jobId": "d7dab9cbbd4d56e96b88a7deed4acb3d", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3791]", "recordsIn": 114160, "jobId": "d7dab9cbbd4d56e96b88a7deed4acb3d", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "d7dab9cbbd4d56e96b88a7deed4acb3d", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "d7dab9cbbd4d56e96b88a7deed4acb3d", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "stock", "trial": -1, "jobId": "facd75a53cc693879c2fc44962a13fad", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 0, "jobId": "c2897b980c72fec52b4bccffc157c6ee", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 0, "jobId": "2eb4c8d27cb1b749b8938aa2da008b16", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3816]", "recordsIn": 1, "jobId": "2eb4c8d27cb1b749b8938aa2da008b16", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3814]", "recordsIn": 0, "jobId": "2eb4c8d27cb1b749b8938aa2da008b16", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3814]", "recordsIn": 114160, "jobId": "2eb4c8d27cb1b749b8938aa2da008b16", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "2eb4c8d27cb1b749b8938aa2da008b16", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "2eb4c8d27cb1b749b8938aa2da008b16", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "streamfusion", "trial": 1, "jobId": "a142ed8c31ac4681f0ff91dd2b21144e", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3827]", "recordsIn": 1, "jobId": "a142ed8c31ac4681f0ff91dd2b21144e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3825]", "recordsIn": 0, "jobId": "a142ed8c31ac4681f0ff91dd2b21144e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3825]", "recordsIn": 114160, "jobId": "a142ed8c31ac4681f0ff91dd2b21144e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "a142ed8c31ac4681f0ff91dd2b21144e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "a142ed8c31ac4681f0ff91dd2b21144e", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "stock", "trial": 1, "jobId": "a1721368676262c161ea2da86c136909", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 2, "jobId": "82bb641419c51470207fdfadd2eef4c7", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 2, "jobId": "49db8b1400f3e36aa109586ef223f949", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3850]", "recordsIn": 1, "jobId": "49db8b1400f3e36aa109586ef223f949", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3848]", "recordsIn": 0, "jobId": "49db8b1400f3e36aa109586ef223f949", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3848]", "recordsIn": 114160, "jobId": "49db8b1400f3e36aa109586ef223f949", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "49db8b1400f3e36aa109586ef223f949", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "49db8b1400f3e36aa109586ef223f949", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "streamfusion", "trial": 3, "jobId": "d8ff2b607312739fb796beedf886005e", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3861]", "recordsIn": 1, "jobId": "d8ff2b607312739fb796beedf886005e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3859]", "recordsIn": 0, "jobId": "d8ff2b607312739fb796beedf886005e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3859]", "recordsIn": 114160, "jobId": "d8ff2b607312739fb796beedf886005e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "d8ff2b607312739fb796beedf886005e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "d8ff2b607312739fb796beedf886005e", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "stock", "trial": 3, "jobId": "c248492d83ee302fc24882b6d5f42e6f", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 4, "jobId": "2c121fecec8a8d79b866929dc199eaf4", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 4, "jobId": "babe4871719405eb3e19975a4dbd793d", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3884]", "recordsIn": 1, "jobId": "babe4871719405eb3e19975a4dbd793d", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3882]", "recordsIn": 0, "jobId": "babe4871719405eb3e19975a4dbd793d", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3882]", "recordsIn": 114160, "jobId": "babe4871719405eb3e19975a4dbd793d", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "babe4871719405eb3e19975a4dbd793d", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "babe4871719405eb3e19975a4dbd793d", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "streamfusion", "trial": 5, "jobId": "3faea0842c903c1b2ca3b7ffc36e9dd0", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3895]", "recordsIn": 1, "jobId": "3faea0842c903c1b2ca3b7ffc36e9dd0", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3893]", "recordsIn": 0, "jobId": "3faea0842c903c1b2ca3b7ffc36e9dd0", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3893]", "recordsIn": 114160, "jobId": "3faea0842c903c1b2ca3b7ffc36e9dd0", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "3faea0842c903c1b2ca3b7ffc36e9dd0", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "3faea0842c903c1b2ca3b7ffc36e9dd0", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "stock", "trial": 5, "jobId": "195b9b3484714fbf7117450e6b12da13", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "75d1f4f53979ce62ef3549c33111e3a3", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "7fddbdbfadf2a841b81244f8a6702d27", "sourceArrowRows": 6001215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3918]", "recordsIn": 1, "jobId": "7fddbdbfadf2a841b81244f8a6702d27", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3916]", "recordsIn": 0, "jobId": "7fddbdbfadf2a841b81244f8a6702d27", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3916]", "recordsIn": 114160, "jobId": "7fddbdbfadf2a841b81244f8a6702d27", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "7fddbdbfadf2a841b81244f8a6702d27", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "7fddbdbfadf2a841b81244f8a6702d27", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] } ], "resultType": "ROW<`revenue` DECIMAL(38, 4)> NOT NULL", "rows": 1, "resultSha256": "3b7d6014c113dcbe7abf123c80dfb895bfa79c896008fedd40cd7660be86ddec", "stockNanos": [ 556278500, 650526500, 545256042, 540424541, 550481042, 544709875, 653361958 ], "nativeNanos": [ 327021542, 325332417, 324603792, 324479208, 325107125, 219387041, 323463750 ], "stockRuntimeMs": [ 494, 543, 497, 518, 458, 450, 535 ], "nativeRuntimeMs": [ 215, 277, 207, 264, 278, 201, 269 ], "status": "passed", "stockMedianMs": 550.481042, "nativeMedianMs": 324.603792, "speedup": 1.6958552412721044 }, { "query": 7, "sqlSha256": "ae45f801e45c97c4a69a9156b2709b29a7373b5a3a82741bf1a4fb1415fa100b", "sql": "-- database: presto; groups: tpch; tables: supplier,lineitem,orders,customer,nation\nSELECT\n supp_nation,\n cust_nation,\n l_year,\n sum(volume) AS revenue\nFROM (\n SELECT\n n1.n_name AS supp_nation,\n n2.n_name AS cust_nation,\n extract(YEAR FROM l_shipdate) AS l_year,\n l_extendedprice * (1 - l_discount) AS volume\n FROM\n supplier,\n lineitem,\n orders,\n customer,\n nation n1,\n nation n2\n WHERE\n s_suppkey = l_suppkey\n AND o_orderkey = l_orderkey\n AND c_custkey = o_custkey\n AND s_nationkey = n1.n_nationkey\n AND c_nationkey = n2.n_nationkey\n AND (\n (n1.n_name = 'FRANCE' AND n2.n_name = 'GERMANY')\n OR (n1.n_name = 'GERMANY' AND n2.n_name = 'FRANCE')\n )\n AND l_shipdate BETWEEN DATE '1995-01-01' AND DATE '1996-12-31'\n ) AS shipping\nGROUP BY\n supp_nation,\n cust_nation,\n l_year\nORDER BY\n supp_nation,\n cust_nation,\n l_year\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$1], sort2=[$2], dir0=[ASC-nulls-first], dir1=[ASC-nulls-first], dir2=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0, 1, 2}], revenue=[SUM($3)])\n +- LogicalProject(supp_nation=[$41], cust_nation=[$45], l_year=[EXTRACT(FLAG(YEAR), $17)], volume=[*($12, -(1, $13))])\n +- LogicalFilter(condition=[AND(=($0, $9), =($23, $7), =($32, $24), =($3, $40), =($35, $44), OR(AND(=($41, _UTF-16LE'FRANCE'), =($45, _UTF-16LE'GERMANY')), AND(=($41, _UTF-16LE'GERMANY'), =($45, _UTF-16LE'FRANCE'))), >=($17, 1995-01-01), <=($17, 1996-12-31))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[supp_nation ASC, cust_nation ASC, l_year ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Final_SUM(sum$0) AS revenue])\n +- Exchange(distribution=[hash[supp_nation, cust_nation, l_year]])\n +- LocalHashAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Partial_SUM(volume) AS sum$0])\n +- Calc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, l_shipdate) AS l_year, *(l_extendedprice, -(1, l_discount)) AS volume])\n +- NestedLoopJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(=(n_name, 'FRANCE'), =(n_name0, 'GERMANY')), AND(=(n_name, 'GERMANY'), =(n_name0, 'FRANCE'))))], select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name, n_nationkey, n_name0], build=[right])\n :- Calc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name])\n : +- NestedLoopJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey, n_nationkey, n_name], build=[right])\n : :- Calc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey])\n : : +- HashJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey, c_custkey, c_nationkey], build=[right])\n : : :- Exchange(distribution=[hash[o_custkey]])\n : : : +- Calc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey])\n : : : +- HashJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate, o_orderkey, o_custkey], build=[left])\n : : : :- Exchange(distribution=[hash[l_orderkey]])\n : : : : +- Calc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate])\n : : : : +- HashJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_suppkey, s_nationkey, l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], isBroadcast=[true], build=[left])\n : : : : :- Exchange(distribution=[broadcast])\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : : +- Calc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], where=[SEARCH(l_shipdate, Sarg[[1995-01-01..1996-12-31]])])\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-01-01), <=(l_shipdate, 1996-12-31))], project=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate])\n : : : +- Exchange(distribution=[hash[o_orderkey]])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey], metadata=[]]], fields=[o_orderkey, o_custkey])\n : : +- Exchange(distribution=[hash[c_custkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : +- Exchange(distribution=[broadcast])\n : +- Calc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FRANCE', _UTF-16LE'GERMANY'])])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[OR(=(n_name, _UTF-16LE'FRANCE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n +- Exchange(distribution=[broadcast])\n +- Calc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FRANCE', _UTF-16LE'GERMANY'])])\n +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[OR(=(n_name, _UTF-16LE'FRANCE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nSort(orderBy=[supp_nation ASC, cust_nation ASC, l_year ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Final_SUM(sum$0) AS revenue])\n +- Exchange(distribution=[hash[supp_nation, cust_nation, l_year]])\n +- LocalHashAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Partial_SUM(volume) AS sum$0])\n +- Calc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, l_shipdate) AS l_year, (l_extendedprice * (1 - l_discount)) AS volume])\n +- MultipleInput(readOrder=[0,0,1,0], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[((c_nationkey = n_nationkey) AND (((n_name = 'FRANCE') AND (n_name0 = 'GERMANY')) OR ((n_name = 'GERMANY') AND (n_name0 = 'FRANCE'))))], select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name, n_nationkey, n_name0], build=[right])\\n:- Calc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name])\\n: +- NestedLoopJoin(joinType=[InnerJoin], where=[(s_nationkey = n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey, n_nationkey, n_name], build=[right])\\n: :- Calc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey])\\n: : +- HashJoin(joinType=[InnerJoin], where=[(c_custkey = o_custkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey, c_custkey, c_nationkey], build=[right])\\n: : :- [#3] Exchange(distribution=[hash[o_custkey]])\\n: : +- [#4] Exchange(distribution=[hash[c_custkey]])\\n: +- [#1] Exchange(distribution=[broadcast])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Exchange(distribution=[broadcast])(reuse_id=[1])\n : +- Calc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FRANCE', _UTF-16LE'GERMANY'])])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[OR(=(n_name, _UTF-16LE'FRANCE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n :- Reused(reference_id=[1])\n :- Exchange(distribution=[hash[o_custkey]])\n : +- Calc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey])\n : +- AdaptiveJoin(originalJoin=[ShuffleHashJoin], joinType=[InnerJoin], where=[(o_orderkey = l_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate, o_orderkey, o_custkey], build=[left])\n : :- Exchange(distribution=[hash[l_orderkey]])\n : : +- Calc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate])\n : : +- MultipleInput(readOrder=[0,1], members=[\\nHashJoin(joinType=[InnerJoin], where=[(s_suppkey = l_suppkey)], select=[s_suppkey, s_nationkey, l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], isBroadcast=[true], build=[left])\\n:- [#1] Exchange(distribution=[broadcast])\\n+- Calc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], where=[SEARCH(l_shipdate, Sarg[[1995-01-01..1996-12-31]])])\\n +- [#2] TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-01-01), <=(l_shipdate, 1996-12-31))], project=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate])\\n])\n : : :- Exchange(distribution=[broadcast])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-01-01), <=(l_shipdate, 1996-12-31))], project=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate])\n : +- Exchange(distribution=[hash[o_orderkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey], metadata=[]]], fields=[o_orderkey, o_custkey])\n +- Exchange(distribution=[hash[c_custkey]])\n +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$1], sort2=[$2], dir0=[ASC-nulls-first], dir1=[ASC-nulls-first], dir2=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0, 1, 2}], revenue=[SUM($3)])\n +- LogicalProject(supp_nation=[$41], cust_nation=[$45], l_year=[EXTRACT(FLAG(YEAR), $17)], volume=[*($12, -(1, $13))])\n +- LogicalFilter(condition=[AND(=($0, $9), =($23, $7), =($32, $24), =($3, $40), =($35, $44), OR(AND(=($41, _UTF-16LE'FRANCE'), =($45, _UTF-16LE'GERMANY')), AND(=($41, _UTF-16LE'GERMANY'), =($45, _UTF-16LE'FRANCE'))), >=($17, 1995-01-01), <=($17, 1996-12-31))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[supp_nation ASC, cust_nation ASC, l_year ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[supp_nation, cust_nation, l_year]])\n +- NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Partial_SUM(volume) AS sum$0])\n +- NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, l_shipdate) AS l_year, *(l_extendedprice, -(1, l_discount)) AS volume], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(=(n_name, 'FRANCE'), =(n_name0, 'GERMANY')), AND(=(n_name, 'GERMANY'), =(n_name0, 'FRANCE'))))], select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name, n_nationkey, n_name0], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey, n_nationkey, n_name], build=[right])\n : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey, c_custkey, c_nationkey], build=[right])\n : : :- NativeExchange(distribution=[hash[o_custkey]])\n : : : +- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate, o_orderkey, o_custkey], build=[left])\n : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_suppkey, s_nationkey, l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], isBroadcast=[true], build=[left])\n : : : : :- NativeExchange(distribution=[broadcast])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : : +- NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], where=[SEARCH(l_shipdate, Sarg[[1995-01-01..1996-12-31]])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-01-01), <=(l_shipdate, 1996-12-31))], project=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate])\n : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey], metadata=[]]], fields=[o_orderkey, o_custkey])\n : : +- NativeExchange(distribution=[hash[c_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FRANCE', _UTF-16LE'GERMANY'])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[OR(=(n_name, _UTF-16LE'FRANCE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FRANCE', _UTF-16LE'GERMANY'])], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[OR(=(n_name, _UTF-16LE'FRANCE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[supp_nation ASC, cust_nation ASC, l_year ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[supp_nation, cust_nation, l_year]])\n +- NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Partial_SUM(volume) AS sum$0])\n +- NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, l_shipdate) AS l_year, *(l_extendedprice, -(1, l_discount)) AS volume], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(=(n_name, 'FRANCE'), =(n_name0, 'GERMANY')), AND(=(n_name, 'GERMANY'), =(n_name0, 'FRANCE'))))], select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name, n_nationkey, n_name0], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey, n_nationkey, n_name], build=[right])\n : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey, c_custkey, c_nationkey], build=[right])\n : : :- NativeExchange(distribution=[hash[o_custkey]])\n : : : +- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate, o_orderkey, o_custkey], build=[left])\n : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_suppkey, s_nationkey, l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], isBroadcast=[true], build=[left])\n : : : : :- NativeExchange(distribution=[broadcast])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : : +- NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], where=[SEARCH(l_shipdate, Sarg[[1995-01-01..1996-12-31]])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-01-01), <=(l_shipdate, 1996-12-31))], project=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate])\n : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey], metadata=[]]], fields=[o_orderkey, o_custkey])\n : : +- NativeExchange(distribution=[hash[c_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FRANCE', _UTF-16LE'GERMANY'])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[OR(=(n_name, _UTF-16LE'FRANCE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])(reuse_id=[1])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FRANCE', _UTF-16LE'GERMANY'])], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- Reused(reference_id=[1])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$1], sort2=[$2], dir0=[ASC-nulls-first], dir1=[ASC-nulls-first], dir2=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0, 1, 2}], revenue=[SUM($3)])\n +- LogicalProject(supp_nation=[$41], cust_nation=[$45], l_year=[EXTRACT(FLAG(YEAR), $17)], volume=[*($12, -(1, $13))])\n +- LogicalFilter(condition=[AND(=($0, $9), =($23, $7), =($32, $24), =($3, $40), =($35, $44), OR(AND(=($41, _UTF-16LE'FRANCE'), =($45, _UTF-16LE'GERMANY')), AND(=($41, _UTF-16LE'GERMANY'), =($45, _UTF-16LE'FRANCE'))), >=($17, 1995-01-01), <=($17, 1996-12-31))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[supp_nation ASC, cust_nation ASC, l_year ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[supp_nation, cust_nation, l_year]])\n +- NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Partial_SUM(volume) AS sum$0])\n +- NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, l_shipdate) AS l_year, *(l_extendedprice, -(1, l_discount)) AS volume], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(=(n_name, 'FRANCE'), =(n_name0, 'GERMANY')), AND(=(n_name, 'GERMANY'), =(n_name0, 'FRANCE'))))], select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name, n_nationkey, n_name0], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey, n_nationkey, n_name], build=[right])\n : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey, c_custkey, c_nationkey], build=[right])\n : : :- NativeExchange(distribution=[hash[o_custkey]])\n : : : +- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate, o_orderkey, o_custkey], build=[left])\n : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_suppkey, s_nationkey, l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], isBroadcast=[true], build=[left])\n : : : : :- NativeExchange(distribution=[broadcast])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : : +- NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], where=[SEARCH(l_shipdate, Sarg[[1995-01-01..1996-12-31]])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-01-01), <=(l_shipdate, 1996-12-31))], project=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate])\n : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey], metadata=[]]], fields=[o_orderkey, o_custkey])\n : : +- NativeExchange(distribution=[hash[c_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FRANCE', _UTF-16LE'GERMANY'])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[OR(=(n_name, _UTF-16LE'FRANCE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FRANCE', _UTF-16LE'GERMANY'])], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[OR(=(n_name, _UTF-16LE'FRANCE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[supp_nation ASC, cust_nation ASC, l_year ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[supp_nation, cust_nation, l_year]])\n +- NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation, cust_nation, l_year, Partial_SUM(volume) AS sum$0])\n +- NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, l_shipdate) AS l_year, *(l_extendedprice, -(1, l_discount)) AS volume], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(=(n_name, 'FRANCE'), =(n_name0, 'GERMANY')), AND(=(n_name, 'GERMANY'), =(n_name0, 'FRANCE'))))], select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name, n_nationkey, n_name0], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey, n_nationkey, n_name], build=[right])\n : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey, c_custkey, c_nationkey], build=[right])\n : : :- NativeExchange(distribution=[hash[o_custkey]])\n : : : +- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate, o_orderkey, o_custkey], build=[left])\n : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipdate], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_suppkey, s_nationkey, l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], isBroadcast=[true], build=[left])\n : : : : :- NativeExchange(distribution=[broadcast])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : : +- NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], where=[SEARCH(l_shipdate, Sarg[[1995-01-01..1996-12-31]])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-01-01), <=(l_shipdate, 1996-12-31))], project=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdate])\n : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey], metadata=[]]], fields=[o_orderkey, o_custkey])\n : : +- NativeExchange(distribution=[hash[c_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FRANCE', _UTF-16LE'GERMANY'])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[OR(=(n_name, _UTF-16LE'FRANCE':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])(reuse_id=[1])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FRANCE', _UTF-16LE'GERMANY'])], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- Reused(reference_id=[1])\n\nStreamFusion batch: 25 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "60ed604f236401af8284b9fb47dc0567", "sourceArrowRows": 7661240, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation,", "recordsIn": 2917, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation,", "recordsIn": 3007, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], sele", "recordsIn": 4, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], sele", "recordsIn": 4, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name]", "recordsIn": 72600, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 72600 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name]", "recordsIn": 73103, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 73103 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdat", "recordsIn": 0, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdat", "recordsIn": 6001215, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 1828450 }, { "operator": "NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, ", "recordsIn": 2917, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 2917 }, { "operator": "NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, ", "recordsIn": 3007, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 3007 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 0, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 0, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 25, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 25, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_natio", "recordsIn": 910049, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 910049 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_natio", "recordsIn": 918401, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 918401 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custk", "recordsIn": 914067, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 914067 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custk", "recordsIn": 914383, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 914383 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipd", "recordsIn": 0, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipd", "recordsIn": 1828450, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 1828450 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 25 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nati", "recordsIn": 984760, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 910049 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nati", "recordsIn": 993690, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 918401 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 1663242, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 914383 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 1665208, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 914067 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 910051, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 72600 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 918403, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 73103 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 10000, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 1838450, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 1828450 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(", "recordsIn": 72602, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 2917 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(", "recordsIn": 73105, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "1", "recordsOut": 3007 }, { "operator": "NativeSort(orderBy=[supp_nation ASC, cust_nation ASC, l_year ASC])[4102]", "recordsIn": 4, "jobId": "60ed604f236401af8284b9fb47dc0567", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "stock", "trial": -3, "jobId": "3085059e0243aa01c1ac449ca58a576c", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "cfb06ff1fbe2368cd6f3bc266e8edbd9", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "500a75be0dacc487023d4569a72fa964", "sourceArrowRows": 7661240, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation,", "recordsIn": 2917, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation,", "recordsIn": 3007, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], sele", "recordsIn": 4, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], sele", "recordsIn": 4, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name]", "recordsIn": 72600, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "0", "recordsOut": 72600 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name]", "recordsIn": 73103, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "1", "recordsOut": 73103 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdat", "recordsIn": 0, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdat", "recordsIn": 6001215, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "1", "recordsOut": 1828450 }, { "operator": "NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, ", "recordsIn": 2917, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "0", "recordsOut": 2917 }, { "operator": "NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, ", "recordsIn": 3007, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "1", "recordsOut": 3007 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 0, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 0, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 25, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 25, "jobId": "500a75be0dacc487023d4569a72fa964", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_natio", "recordsIn": 910049, "jobId": "500a75be0dacc487023d4569a72fa964", 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{ "engine": "stock", "trial": 6, "jobId": "10fc27e809924c81967d4b40152db7ba", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "dc7806c99dad140e468b57d79a5194c5", "sourceArrowRows": 7661240, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation,", "recordsIn": 2917, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation,", "recordsIn": 3007, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], sele", "recordsIn": 4, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], sele", "recordsIn": 4, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name]", "recordsIn": 72600, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 72600 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name]", "recordsIn": 73103, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 73103 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdat", "recordsIn": 0, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdat", "recordsIn": 6001215, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 1828450 }, { "operator": "NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, ", "recordsIn": 2917, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 2917 }, { "operator": "NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, ", "recordsIn": 3007, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 3007 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 0, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 0, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 25, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 25, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_natio", "recordsIn": 910049, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 910049 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_natio", "recordsIn": 918401, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 918401 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custk", "recordsIn": 914067, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 914067 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custk", "recordsIn": 914383, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 914383 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipd", "recordsIn": 0, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipd", "recordsIn": 1828450, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 1828450 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nati", "recordsIn": 984760, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 910049 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nati", "recordsIn": 993690, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 918401 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 1663242, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 914383 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 1665208, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 914067 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 910051, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 72600 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 918403, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 73103 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 10000, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 1838450, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 1828450 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(", "recordsIn": 72602, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 2917 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(", "recordsIn": 73105, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "1", "recordsOut": 3007 }, { "operator": "NativeSort(orderBy=[supp_nation ASC, cust_nation ASC, l_year ASC])[4899]", "recordsIn": 4, "jobId": "dc7806c99dad140e468b57d79a5194c5", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] } ], "resultType": "ROW<`supp_nation` STRING, `cust_nation` STRING, `l_year` BIGINT, `revenue` DECIMAL(38, 4)> NOT NULL", "rows": 4, "resultSha256": "a2d4b7be4e7dbb1aea2ebd6ddc590b150616eeeb3c76478bbfe055380221ef4a", "stockNanos": [ 1860922375, 1849327500, 1878326250, 1756543375, 1847884541, 1848000333, 1865321417 ], "nativeNanos": [ 986965292, 980694958, 977547416, 976215583, 978502875, 983611292, 990967625 ], "stockRuntimeMs": [ 1738, 1732, 1682, 1655, 1750, 1685, 1715 ], "nativeRuntimeMs": [ 914, 899, 874, 857, 885, 858, 877 ], "status": "passed", "stockMedianMs": 1849.3275, "nativeMedianMs": 980.694958, "speedup": 1.8857316282847658 }, { "query": 8, "sqlSha256": "32f7a9d5fa9a84fecdc2c25f2acf33491d1cf8e176eaca5c2d48bcf5a8c41c31", "sql": "-- database: presto; groups: tpch, big_query; tables: part,supplier,lineitem,orders,customer,nation\nSELECT\n o_year,\n sum(CASE\n WHEN nation = 'BRAZIL'\n THEN volume\n ELSE 0\n END) / sum(volume) AS mkt_share\nFROM (\n SELECT\n extract(YEAR FROM o_orderdate) AS o_year,\n l_extendedprice * (1 - l_discount) AS volume,\n n2.n_name AS nation\n FROM\n part,\n supplier,\n lineitem,\n orders,\n customer,\n nation n1,\n nation n2,\n region\n WHERE\n p_partkey = l_partkey\n AND s_suppkey = l_suppkey\n AND l_orderkey = o_orderkey\n AND o_custkey = c_custkey\n AND c_nationkey = n1.n_nationkey\n AND n1.n_regionkey = r_regionkey\n AND r_name = 'AMERICA'\n AND s_nationkey = n2.n_nationkey\n AND o_orderdate BETWEEN DATE '1995-01-01' AND DATE '1996-12-31'\n AND p_type = 'ECONOMY ANODIZED STEEL'\n ) AS all_nations\nGROUP BY\n o_year\nORDER BY\n o_year\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalProject(o_year=[$0], mkt_share=[/($1, $2)])\n +- LogicalAggregate(group=[{0}], agg#0=[SUM($1)], agg#1=[SUM($2)])\n +- LogicalProject(o_year=[$0], $f1=[CASE(=($2, _UTF-16LE'BRAZIL'), $1, 0:DECIMAL(32, 4))], volume=[$1])\n +- LogicalProject(o_year=[EXTRACT(FLAG(YEAR), $36)], volume=[*($21, -(1, $22))], nation=[$54])\n +- LogicalFilter(condition=[AND(=($0, $17), =($9, $18), =($16, $32), =($33, $41), =($44, $49), =($51, $57), =($58, _UTF-16LE'AMERICA'), =($12, $53), >=($36, 1995-01-01), <=($36, 1996-12-31), =($4, _UTF-16LE'ECONOMY ANODIZED STEEL'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : : : :- LogicalTableScan(table=[[default_catalog, default_database, part]])\n : : : : : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, region]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[o_year ASC])\n+- Exchange(distribution=[single])\n +- Calc(select=[o_year, /($f1, $f2) AS mkt_share])\n +- HashAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$0) AS $f1, Final_SUM(sum$1) AS $f2])\n +- Exchange(distribution=[hash[o_year]])\n +- LocalHashAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Partial_SUM(volume) AS sum$1])\n +- Calc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE(=(n_name0, 'BRAZIL'), *(l_extendedprice, -(1, l_discount)), 0) AS $f1, *(l_extendedprice, -(1, l_discount)) AS volume])\n +- NestedLoopJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name0, r_regionkey], build=[right])\n :- Calc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name AS n_name0])\n : +- HashJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey, n_nationkey, n_name], isBroadcast=[true], build=[right])\n : :- Calc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey])\n : : +- HashJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\n : : :- Calc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey])\n : : : +- HashJoin(joinType=[InnerJoin], where=[=(o_custkey, c_custkey)], select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate, c_custkey, c_nationkey], build=[right])\n : : : :- Exchange(distribution=[hash[o_custkey]])\n : : : : +- Calc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate])\n : : : : +- HashJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, o_orderkey, o_custkey, o_orderdate], build=[right])\n : : : : :- Exchange(distribution=[hash[l_orderkey]])\n : : : : : +- Calc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount])\n : : : : : +- HashJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), =(s_suppkey, l_suppkey))], select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], build=[right])\n : : : : : :- Exchange(distribution=[hash[p_partkey, s_suppkey]])\n : : : : : : +- NestedLoopJoin(joinType=[InnerJoin], where=[true], select=[p_partkey, s_suppkey, s_nationkey], build=[right])\n : : : : : : :- Calc(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')])\n : : : : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[=(p_type, _UTF-16LE'ECONOMY ANODIZED STEEL':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n : : : : : : +- Exchange(distribution=[broadcast])\n : : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : : : +- Exchange(distribution=[hash[l_partkey, l_suppkey]])\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount])\n : : : : +- Exchange(distribution=[hash[o_orderkey]])\n : : : : +- Calc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdate, Sarg[[1995-01-01..1996-12-31]])])\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1995-01-01), <=(o_orderdate, 1996-12-31))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : : : +- Exchange(distribution=[hash[c_custkey]])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : : +- Exchange(distribution=[broadcast])\n : : +- Calc(select=[n_nationkey, n_regionkey])\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n : +- Exchange(distribution=[broadcast])\n : +- Calc(select=[n_nationkey, n_name])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n +- Exchange(distribution=[broadcast])\n +- Calc(select=[r_regionkey], where=[=(r_name, 'AMERICA')])\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'AMERICA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n\n== Optimized Execution Plan ==\nSort(orderBy=[o_year ASC])\n+- Exchange(distribution=[single])\n +- Calc(select=[o_year, ($f1 / $f2) AS mkt_share])\n +- HashAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$0) AS $f1, Final_SUM(sum$1) AS $f2])\n +- Exchange(distribution=[hash[o_year]])\n +- LocalHashAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Partial_SUM(volume) AS sum$1])\n +- Calc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE((n_name0 = 'BRAZIL'), (l_extendedprice * (1 - l_discount)), 0) AS $f1, (l_extendedprice * (1 - l_discount)) AS volume])\n +- MultipleInput(readOrder=[0,0,0,1,0], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[(n_regionkey = r_regionkey)], select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name0, r_regionkey], build=[right])\\n:- Calc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name AS n_name0])\\n: +- HashJoin(joinType=[InnerJoin], where=[(s_nationkey = n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey, n_nationkey, n_name], isBroadcast=[true], build=[right])\\n: :- Calc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey])\\n: : +- HashJoin(joinType=[InnerJoin], where=[(c_nationkey = n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\\n: : :- Calc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey])\\n: : : +- HashJoin(joinType=[InnerJoin], where=[(o_custkey = c_custkey)], select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate, c_custkey, c_nationkey], build=[right])\\n: : : :- [#4] Exchange(distribution=[hash[o_custkey]])\\n: : : +- [#5] Exchange(distribution=[hash[c_custkey]])\\n: : +- [#3] Exchange(distribution=[broadcast])\\n: +- [#2] Exchange(distribution=[broadcast])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Exchange(distribution=[broadcast])\n : +- Calc(select=[r_regionkey], where=[(r_name = 'AMERICA')])\n : +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'AMERICA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n :- Exchange(distribution=[broadcast])\n : +- Calc(select=[n_nationkey, n_name])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])(reuse_id=[1])\n :- Exchange(distribution=[broadcast])\n : +- Calc(select=[n_nationkey, n_regionkey])\n : +- Reused(reference_id=[1])\n :- Exchange(distribution=[hash[o_custkey]])\n : +- Calc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate])\n : +- AdaptiveJoin(originalJoin=[ShuffleHashJoin], joinType=[InnerJoin], where=[(l_orderkey = o_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, o_orderkey, o_custkey, o_orderdate], build=[right])\n : :- Exchange(distribution=[hash[l_orderkey]])\n : : +- Calc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount])\n : : +- AdaptiveJoin(originalJoin=[ShuffleHashJoin], joinType=[InnerJoin], where=[((p_partkey = l_partkey) AND (s_suppkey = l_suppkey))], select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], build=[right])\n : : :- Exchange(distribution=[hash[p_partkey, s_suppkey]])\n : : : +- MultipleInput(readOrder=[0,1], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[true], select=[p_partkey, s_suppkey, s_nationkey], build=[right])\\n:- Calc(select=[p_partkey], where=[(p_type = 'ECONOMY ANODIZED STEEL')])\\n: +- [#2] TableSourceScan(table=[[default_catalog, default_database, part, filter=[=(p_type, _UTF-16LE'ECONOMY ANODIZED STEEL':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n : : : :- Exchange(distribution=[broadcast])\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[=(p_type, _UTF-16LE'ECONOMY ANODIZED STEEL':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n : : +- Exchange(distribution=[hash[l_partkey, l_suppkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount])\n : +- Exchange(distribution=[hash[o_orderkey]])\n : +- Calc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdate, Sarg[[1995-01-01..1996-12-31]])])\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1995-01-01), <=(o_orderdate, 1996-12-31))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n +- Exchange(distribution=[hash[c_custkey]])\n +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalProject(o_year=[$0], mkt_share=[/($1, $2)])\n +- LogicalAggregate(group=[{0}], agg#0=[SUM($1)], agg#1=[SUM($2)])\n +- LogicalProject(o_year=[$0], $f1=[CASE(=($2, _UTF-16LE'BRAZIL'), $1, 0:DECIMAL(32, 4))], volume=[$1])\n +- LogicalProject(o_year=[EXTRACT(FLAG(YEAR), $36)], volume=[*($21, -(1, $22))], nation=[$54])\n +- LogicalFilter(condition=[AND(=($0, $17), =($9, $18), =($16, $32), =($33, $41), =($44, $49), =($51, $57), =($58, _UTF-16LE'AMERICA'), =($12, $53), >=($36, 1995-01-01), <=($36, 1996-12-31), =($4, _UTF-16LE'ECONOMY ANODIZED STEEL'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : : : :- LogicalTableScan(table=[[default_catalog, default_database, part]])\n : : : : : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, region]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[o_year ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[o_year, /($f1, $f2) AS mkt_share], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$0) AS $f1, Final_SUM(sum$1) AS $f2])\n +- NativeExchange(distribution=[hash[o_year]])\n +- NativeAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Partial_SUM(volume) AS sum$1])\n +- NativeCalc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE(=(n_name0, 'BRAZIL'), *(l_extendedprice, -(1, l_discount)), 0) AS $f1, *(l_extendedprice, -(1, l_discount)) AS volume], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name0, r_regionkey], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name AS n_name0], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey, n_nationkey, n_name], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_custkey, c_custkey)], select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate, c_custkey, c_nationkey], build=[right])\n : : : :- NativeExchange(distribution=[hash[o_custkey]])\n : : : : +- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, o_orderkey, o_custkey, o_orderdate], build=[right])\n : : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : : : +- NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey, s_suppkey, s_nationkey], build=[right])\n : : : : : :- NativeExchange(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : : : :- NativeExchange\n : : : : : : : +- RowDataToArrow\n : : : : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount])\n : : : : : : +- NativeExchange(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nativeFunctions=[], jvmFunctions=[])\n : : : : : : +- NativeCalc(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nativeFunctions=[], jvmFunctions=[])\n : : : : : : +- RowDataToArrow\n : : : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[=(p_type, _UTF-16LE'ECONOMY ANODIZED STEEL':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n : : : : : +- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : : +- NativeCalc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdate, Sarg[[1995-01-01..1996-12-31]])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1995-01-01), <=(o_orderdate, 1996-12-31))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : : : +- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'AMERICA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'AMERICA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[o_year ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[o_year, /($f1, $f2) AS mkt_share], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$0) AS $f1, Final_SUM(sum$1) AS $f2])\n +- NativeExchange(distribution=[hash[o_year]])\n +- NativeAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Partial_SUM(volume) AS sum$1])\n +- NativeCalc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE(=(n_name0, 'BRAZIL'), *(l_extendedprice, -(1, l_discount)), 0) AS $f1, *(l_extendedprice, -(1, l_discount)) AS volume], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name0, r_regionkey], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name AS n_name0], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey, n_nationkey, n_name], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_custkey, c_custkey)], select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate, c_custkey, c_nationkey], build=[right])\n : : : :- NativeExchange(distribution=[hash[o_custkey]])\n : : : : +- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, o_orderkey, o_custkey, o_orderdate], build=[right])\n : : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : : : +- NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey, s_suppkey, s_nationkey], build=[right])\n : : : : : :- NativeExchange(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : : : :- NativeExchange\n : : : : : : : +- RowDataToArrow\n : : : : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount])\n : : : : : : +- NativeExchange(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nativeFunctions=[], jvmFunctions=[])\n : : : : : : +- NativeCalc(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nativeFunctions=[], jvmFunctions=[])\n : : : : : : +- RowDataToArrow\n : : : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[=(p_type, _UTF-16LE'ECONOMY ANODIZED STEEL':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n : : : : : +- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : : +- NativeCalc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdate, Sarg[[1995-01-01..1996-12-31]])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1995-01-01), <=(o_orderdate, 1996-12-31))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : : : +- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])(reuse_id=[1])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- Reused(reference_id=[1])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'AMERICA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'AMERICA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalProject(o_year=[$0], mkt_share=[/($1, $2)])\n +- LogicalAggregate(group=[{0}], agg#0=[SUM($1)], agg#1=[SUM($2)])\n +- LogicalProject(o_year=[$0], $f1=[CASE(=($2, _UTF-16LE'BRAZIL'), $1, 0:DECIMAL(32, 4))], volume=[$1])\n +- LogicalProject(o_year=[EXTRACT(FLAG(YEAR), $36)], volume=[*($21, -(1, $22))], nation=[$54])\n +- LogicalFilter(condition=[AND(=($0, $17), =($9, $18), =($16, $32), =($33, $41), =($44, $49), =($51, $57), =($58, _UTF-16LE'AMERICA'), =($12, $53), >=($36, 1995-01-01), <=($36, 1996-12-31), =($4, _UTF-16LE'ECONOMY ANODIZED STEEL'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : : : :- LogicalTableScan(table=[[default_catalog, default_database, part]])\n : : : : : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n +- LogicalTableScan(table=[[default_catalog, default_database, region]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[o_year ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[o_year, /($f1, $f2) AS mkt_share], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$0) AS $f1, Final_SUM(sum$1) AS $f2])\n +- NativeExchange(distribution=[hash[o_year]])\n +- NativeAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Partial_SUM(volume) AS sum$1])\n +- NativeCalc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE(=(n_name0, 'BRAZIL'), *(l_extendedprice, -(1, l_discount)), 0) AS $f1, *(l_extendedprice, -(1, l_discount)) AS volume], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name0, r_regionkey], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name AS n_name0], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey, n_nationkey, n_name], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_custkey, c_custkey)], select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate, c_custkey, c_nationkey], build=[right])\n : : : :- NativeExchange(distribution=[hash[o_custkey]])\n : : : : +- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, o_orderkey, o_custkey, o_orderdate], build=[right])\n : : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : : : +- NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey, s_suppkey, s_nationkey], build=[right])\n : : : : : :- NativeExchange(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : : : :- NativeExchange\n : : : : : : : +- RowDataToArrow\n : : : : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount])\n : : : : : : +- NativeExchange(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nativeFunctions=[], jvmFunctions=[])\n : : : : : : +- NativeCalc(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nativeFunctions=[], jvmFunctions=[])\n : : : : : : +- RowDataToArrow\n : : : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[=(p_type, _UTF-16LE'ECONOMY ANODIZED STEEL':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n : : : : : +- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : : +- NativeCalc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdate, Sarg[[1995-01-01..1996-12-31]])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1995-01-01), <=(o_orderdate, 1996-12-31))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : : : +- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'AMERICA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'AMERICA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[o_year ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[o_year, /($f1, $f2) AS mkt_share], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$0) AS $f1, Final_SUM(sum$1) AS $f2])\n +- NativeExchange(distribution=[hash[o_year]])\n +- NativeAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Partial_SUM(volume) AS sum$1])\n +- NativeCalc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE(=(n_name0, 'BRAZIL'), *(l_extendedprice, -(1, l_discount)), 0) AS $f1, *(l_extendedprice, -(1, l_discount)) AS volume], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name0, r_regionkey], build=[right])\n :- NativeCalc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name AS n_name0], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey, n_nationkey, n_name], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey, n_nationkey, n_regionkey], isBroadcast=[true], build=[right])\n : : :- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_custkey, c_custkey)], select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate, c_custkey, c_nationkey], build=[right])\n : : : :- NativeExchange(distribution=[hash[o_custkey]])\n : : : : +- NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, o_orderkey, o_custkey, o_orderdate], build=[right])\n : : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : : : +- NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey, s_suppkey, s_nationkey], build=[right])\n : : : : : :- NativeExchange(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : : : :- NativeExchange\n : : : : : : : +- RowDataToArrow\n : : : : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_extendedprice, l_discount])\n : : : : : : +- NativeExchange(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nativeFunctions=[], jvmFunctions=[])\n : : : : : : +- NativeCalc(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nativeFunctions=[], jvmFunctions=[])\n : : : : : : +- RowDataToArrow\n : : : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[=(p_type, _UTF-16LE'ECONOMY ANODIZED STEEL':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n : : : : : +- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : : +- NativeCalc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdate, Sarg[[1995-01-01..1996-12-31]])], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1995-01-01), <=(o_orderdate, 1996-12-31))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : : : +- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_nationkey], metadata=[]]], fields=[c_custkey, c_nationkey])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name, n_regionkey], metadata=[]]], fields=[n_nationkey, n_name, n_regionkey])(reuse_id=[1])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- Reused(reference_id=[1])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[r_regionkey], where=[=(r_name, 'AMERICA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, region, filter=[=(r_name, _UTF-16LE'AMERICA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[r_regionkey, r_name], metadata=[]]], fields=[r_regionkey, r_name])\n\nStreamFusion batch: 32 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "sourceArrowRows": 7861245, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Par", "recordsIn": 1263, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Par", "recordsIn": 1340, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$", "recordsIn": 0, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$", "recordsIn": 4, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE(=(n_name0, 'BRAZIL", "recordsIn": 1263, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 1263 }, { "operator": "NativeCalc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE(=(n_name0, 'BRAZIL", "recordsIn": 1340, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 1340 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name", "recordsIn": 6681, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name", "recordsIn": 6708, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])[51", "recordsIn": 0, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])[51", "recordsIn": 25, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 0, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 25, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdat", "recordsIn": 0, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdat", "recordsIn": 1500000, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 457263 }, { "operator": "NativeCalc(select=[o_year, /($f1, $f2) AS mkt_share], nativeFunctions=[], jvmFun", "recordsIn": 0, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_year, /($f1, $f2) AS mkt_share], nativeFunctions=[], jvmFun", "recordsIn": 2, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 21298, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 21298 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 22395, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 22395 }, { "operator": "NativeCalc(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nati", "recordsIn": 0, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nati", "recordsIn": 200000, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 1451 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'AMERICA')], nativeFunctions=[", "recordsIn": 0, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'AMERICA')], nativeFunctions=[", "recordsIn": 5, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderd", "recordsIn": 6626, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 6626 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderd", "recordsIn": 6763, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "0", "recordsOut": 6763 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nati", "recordsIn": 6681, "jobId": "4fcc9b106477e092bc24b5973df5e83b", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeCalc(select=[s_nationkey, 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"jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 22395 }, { "operator": "NativeCalc(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nati", "recordsIn": 0, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nati", "recordsIn": 200000, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 1451 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'AMERICA')], nativeFunctions=[", "recordsIn": 0, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'AMERICA')], nativeFunctions=[", "recordsIn": 5, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderd", "recordsIn": 6626, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 6626 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderd", "recordsIn": 6763, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 6763 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nati", "recordsIn": 6681, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nati", "recordsIn": 6708, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regi", "recordsIn": 6681, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regi", "recordsIn": 6708, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount], native", "recordsIn": 21298, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 21298 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount], native", "recordsIn": 22395, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 22395 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[s_", "recordsIn": 6706, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[s_", "recordsIn": 6733, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[s_na", "recordsIn": 250461, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 6626 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[s_na", "recordsIn": 250495, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 6763 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 2989769, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 21533 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 3012897, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 22160 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 26221, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 21298 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 27472, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 22395 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 6682, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 1340 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 6709, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 1263 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_custkey, c_custkey)], select=[s_nati", "recordsIn": 81419, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_custkey, c_custkey)], select=[s_nati", "recordsIn": 81970, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 6706, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 6733, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeSort(orderBy=[o_year ASC])[6298]", "recordsIn": 2, "jobId": "aab605492e31ed22e4978b450ad5d070", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] } ], "resultType": "ROW<`o_year` BIGINT, `mkt_share` DECIMAL(38, 6)> NOT NULL", "rows": 2, "resultSha256": "4558a064de7ba5f6a8060c6615404d1a15c94e534df78bb232c4bdbc754e856f", "stockNanos": [ 5296183125, 5118047500, 5238177541, 5101700417, 5102950333, 5102694208, 5190092667 ], "nativeNanos": [ 888863834, 883241000, 894665125, 879311959, 894275292, 890664834, 883183083 ], "stockRuntimeMs": [ 5153, 4982, 5034, 4998, 4990, 4993, 5025 ], "nativeRuntimeMs": [ 769, 784, 774, 774, 783, 762, 781 ], "status": "passed", "stockMedianMs": 5118.0475, "nativeMedianMs": 888.863834, "speedup": 5.757965735840704 }, { "query": 9, "sqlSha256": "0adb679bcda7561efec2c45c9bbc3de42549f21c3aee299cf6ef47f9e58662f0", "sql": "-- database: presto; groups: tpch, big_query; tables: part,supplier,lineitem,partsupp,orders,nation\nSELECT\n nation,\n o_year,\n sum(amount) AS sum_profit\nFROM (\n SELECT\n n_name AS nation,\n extract(YEAR FROM o_orderdate) AS o_year,\n l_extendedprice * (1 - l_discount) - ps_supplycost * l_quantity AS amount\n FROM\n part,\n supplier,\n lineitem,\n partsupp,\n orders,\n nation\n WHERE\n s_suppkey = l_suppkey\n AND ps_suppkey = l_suppkey\n AND ps_partkey = l_partkey\n AND p_partkey = l_partkey\n AND o_orderkey = l_orderkey\n AND s_nationkey = n_nationkey\n AND p_name LIKE '%green%'\n ) AS profit\nGROUP BY\n nation,\n o_year\nORDER BY\n nation,\n o_year DESC\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$1], dir0=[ASC-nulls-first], dir1=[DESC-nulls-last])\n+- LogicalAggregate(group=[{0, 1}], sum_profit=[SUM($2)])\n +- LogicalProject(nation=[$47], o_year=[EXTRACT(FLAG(YEAR), $41)], amount=[-(*($21, -(1, $22)), *($35, $20))])\n +- LogicalFilter(condition=[AND(=($9, $18), =($33, $18), =($32, $17), =($0, $17), =($37, $16), =($12, $46), LIKE($1, _UTF-16LE'%green%'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalTableScan(table=[[default_catalog, default_database, part]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[nation ASC, o_year DESC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year, Final_SUM(sum$0) AS sum_profit])\n +- Exchange(distribution=[hash[nation, o_year]])\n +- LocalHashAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(amount) AS sum$0])\n +- Calc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l_extendedprice, -(1, l_discount)), *(ps_supplycost, l_quantity)) AS amount])\n +- HashJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate, n_nationkey, n_name], isBroadcast=[true], build=[right])\n :- Calc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate])\n : +- HashJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderkey, o_orderdate], build=[left])\n : :- Exchange(distribution=[hash[l_orderkey]])\n : : +- Calc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost])\n : : +- HashJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partkey, l_partkey))], select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, ps_partkey, ps_suppkey, ps_supplycost], build=[right])\n : : :- Calc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount])\n : : : +- HashJoin(joinType=[InnerJoin], where=[AND(=(s_suppkey, l_suppkey), =(p_partkey, l_partkey))], select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], build=[right])\n : : : :- Exchange(distribution=[hash[s_suppkey, p_partkey]])\n : : : : +- NestedLoopJoin(joinType=[InnerJoin], where=[true], select=[p_partkey, s_suppkey, s_nationkey], build=[left])\n : : : : :- Exchange(distribution=[broadcast])\n : : : : : +- Calc(select=[p_partkey], where=[LIKE(p_name, '%green%')])\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'%green%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : : +- Exchange(distribution=[hash[l_suppkey, l_partkey]])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount])\n : : +- Exchange(distribution=[hash[ps_suppkey, ps_partkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : +- Exchange(distribution=[hash[o_orderkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_orderdate])\n +- Exchange(distribution=[broadcast])\n +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nSort(orderBy=[nation ASC, o_year DESC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year, Final_SUM(sum$0) AS sum_profit])\n +- Exchange(distribution=[hash[nation, o_year]])\n +- LocalHashAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(amount) AS sum$0])\n +- Calc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, ((l_extendedprice * (1 - l_discount)) - (ps_supplycost * l_quantity)) AS amount])\n +- MultipleInput(readOrder=[0,0,1], members=[\\nHashJoin(joinType=[InnerJoin], where=[(s_nationkey = n_nationkey)], select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate, n_nationkey, n_name], isBroadcast=[true], build=[right])\\n:- Calc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate])\\n: +- HashJoin(joinType=[InnerJoin], where=[(o_orderkey = l_orderkey)], select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderkey, o_orderdate], build=[left])\\n: :- [#2] Exchange(distribution=[hash[l_orderkey]])\\n: +- [#3] Exchange(distribution=[hash[o_orderkey]])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Exchange(distribution=[broadcast])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n :- Exchange(distribution=[hash[l_orderkey]])\n : +- Calc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost])\n : +- MultipleInput(readOrder=[0,1,0], members=[\\nHashJoin(joinType=[InnerJoin], where=[((ps_suppkey = l_suppkey) AND (ps_partkey = l_partkey))], select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, ps_partkey, ps_suppkey, ps_supplycost], build=[right])\\n:- Calc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount])\\n: +- HashJoin(joinType=[InnerJoin], where=[((s_suppkey = l_suppkey) AND (p_partkey = l_partkey))], select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], build=[right])\\n: :- [#2] Exchange(distribution=[hash[s_suppkey, p_partkey]])\\n: +- [#3] Exchange(distribution=[hash[l_suppkey, l_partkey]])\\n+- [#1] Exchange(distribution=[hash[ps_suppkey, ps_partkey]])\\n])\n : :- Exchange(distribution=[hash[ps_suppkey, ps_partkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : :- Exchange(distribution=[hash[s_suppkey, p_partkey]])\n : : +- MultipleInput(readOrder=[0,1], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[true], select=[p_partkey, s_suppkey, s_nationkey], build=[left])\\n:- [#1] Exchange(distribution=[broadcast])\\n+- [#2] TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\\n])\n : : :- Exchange(distribution=[broadcast])\n : : : +- Calc(select=[p_partkey], where=[LIKE(p_name, '%green%')])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'%green%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : +- Exchange(distribution=[hash[l_suppkey, l_partkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount])\n +- Exchange(distribution=[hash[o_orderkey]])\n +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_orderdate])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$1], dir0=[ASC-nulls-first], dir1=[DESC-nulls-last])\n+- LogicalAggregate(group=[{0, 1}], sum_profit=[SUM($2)])\n +- LogicalProject(nation=[$47], o_year=[EXTRACT(FLAG(YEAR), $41)], amount=[-(*($21, -(1, $22)), *($35, $20))])\n +- LogicalFilter(condition=[AND(=($9, $18), =($33, $18), =($32, $17), =($0, $17), =($37, $16), =($12, $46), LIKE($1, _UTF-16LE'%green%'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalTableScan(table=[[default_catalog, default_database, part]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[nation ASC, o_year DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year, Final_SUM(sum$0) AS sum_profit])\n +- NativeExchange(distribution=[hash[nation, o_year]])\n +- NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(amount) AS sum$0])\n +- NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l_extendedprice, -(1, l_discount)), *(ps_supplycost, l_quantity)) AS amount], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate, n_nationkey, n_name], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderkey, o_orderdate], build=[left])\n : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partkey, l_partkey))], select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, ps_partkey, ps_suppkey, ps_supplycost], build=[right])\n : : :- NativeExchange(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeExchange(distribution=[hash[l_suppkey, l_partkey]])\n : : : +- NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey, s_suppkey, s_nationkey], build=[right])\n : : : :- NativeExchange(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : :- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount])\n : : : : +- NativeExchange(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'%green%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n : : : +- NativeExchange\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : +- NativeExchange(distribution=[hash[ps_suppkey, ps_partkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : +- NativeExchange(distribution=[hash[o_orderkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_orderdate])\n +- NativeExchange(distribution=[broadcast])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[nation ASC, o_year DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year, Final_SUM(sum$0) AS sum_profit])\n +- NativeExchange(distribution=[hash[nation, o_year]])\n +- NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(amount) AS sum$0])\n +- NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l_extendedprice, -(1, l_discount)), *(ps_supplycost, l_quantity)) AS amount], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate, n_nationkey, n_name], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderkey, o_orderdate], build=[left])\n : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partkey, l_partkey))], select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, ps_partkey, ps_suppkey, ps_supplycost], build=[right])\n : : :- NativeExchange(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeExchange(distribution=[hash[l_suppkey, l_partkey]])\n : : : +- NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey, s_suppkey, s_nationkey], build=[right])\n : : : :- NativeExchange(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : :- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount])\n : : : : +- NativeExchange(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'%green%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n : : : +- NativeExchange\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : +- NativeExchange(distribution=[hash[ps_suppkey, ps_partkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : +- NativeExchange(distribution=[hash[o_orderkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_orderdate])\n +- NativeExchange(distribution=[broadcast])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], sort1=[$1], dir0=[ASC-nulls-first], dir1=[DESC-nulls-last])\n+- LogicalAggregate(group=[{0, 1}], sum_profit=[SUM($2)])\n +- LogicalProject(nation=[$47], o_year=[EXTRACT(FLAG(YEAR), $41)], amount=[-(*($21, -(1, $22)), *($35, $20))])\n +- LogicalFilter(condition=[AND(=($9, $18), =($33, $18), =($32, $17), =($0, $17), =($37, $16), =($12, $46), LIKE($1, _UTF-16LE'%green%'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : :- LogicalJoin(condition=[true], joinType=[inner])\n : : : : :- LogicalTableScan(table=[[default_catalog, default_database, part]])\n : : : : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[nation ASC, o_year DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year, Final_SUM(sum$0) AS sum_profit])\n +- NativeExchange(distribution=[hash[nation, o_year]])\n +- NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(amount) AS sum$0])\n +- NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l_extendedprice, -(1, l_discount)), *(ps_supplycost, l_quantity)) AS amount], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate, n_nationkey, n_name], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderkey, o_orderdate], build=[left])\n : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partkey, l_partkey))], select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, ps_partkey, ps_suppkey, ps_supplycost], build=[right])\n : : :- NativeExchange(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeExchange(distribution=[hash[l_suppkey, l_partkey]])\n : : : +- NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey, s_suppkey, s_nationkey], build=[right])\n : : : :- NativeExchange(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : :- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount])\n : : : : +- NativeExchange(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'%green%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n : : : +- NativeExchange\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : +- NativeExchange(distribution=[hash[ps_suppkey, ps_partkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : +- NativeExchange(distribution=[hash[o_orderkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_orderdate])\n +- NativeExchange(distribution=[broadcast])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[nation ASC, o_year DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year, Final_SUM(sum$0) AS sum_profit])\n +- NativeExchange(distribution=[hash[nation, o_year]])\n +- NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(amount) AS sum$0])\n +- NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l_extendedprice, -(1, l_discount)), *(ps_supplycost, l_quantity)) AS amount], nativeFunctions=[EXTRACT], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate, n_nationkey, n_name], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost, o_orderkey, o_orderdate], build=[left])\n : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_discount, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partkey, l_partkey))], select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, ps_partkey, ps_suppkey, ps_supplycost], build=[right])\n : : :- NativeExchange(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeExchange(distribution=[hash[l_suppkey, l_partkey]])\n : : : +- NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey, s_suppkey, s_nationkey], build=[right])\n : : : :- NativeExchange(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount, p_partkey], build=[right])\n : : : : :- NativeExchange\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount], metadata=[]]], fields=[l_orderkey, l_partkey, l_suppkey, l_quantity, l_extendedprice, l_discount])\n : : : : +- NativeExchange(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'%green%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n : : : +- NativeExchange\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : : +- NativeExchange(distribution=[hash[ps_suppkey, ps_partkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_supplycost])\n : +- NativeExchange(distribution=[hash[o_orderkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_orderdate])\n +- NativeExchange(distribution=[broadcast])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\nStreamFusion batch: 21 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "cfe9130ad6edc8e37da28b422b7f8be7", "sourceArrowRows": 8511240, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(am", "recordsIn": 159665, "jobId": "cfe9130ad6edc8e37da28b422b7f8be7", "attempt": "0", "subtask": "0", "recordsOut": 175 }, { "operator": "NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(am", "recordsIn": 159739, "jobId": "cfe9130ad6edc8e37da28b422b7f8be7", "attempt": "0", "subtask": "1", "recordsOut": 175 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year", "recordsIn": 168, "jobId": "cfe9130ad6edc8e37da28b422b7f8be7", "attempt": "0", "subtask": "1", "recordsOut": 84 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year", "recordsIn": 182, "jobId": "cfe9130ad6edc8e37da28b422b7f8be7", "attempt": "0", "subtask": "0", "recordsOut": 91 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159665, "jobId": "cfe9130ad6edc8e37da28b422b7f8be7", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159739, "jobId": "cfe9130ad6edc8e37da28b422b7f8be7", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 157302, "jobId": "cfe9130ad6edc8e37da28b422b7f8be7", "attempt": "0", 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"b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 91 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159665, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159739, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 157302, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 157302 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 162102, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "1", "recordsOut": 162102 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=", "recordsIn": 0, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=", "recordsIn": 200000, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "1", "recordsOut": 10664 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_", "recordsIn": 159561, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_", "recordsIn": 159843, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_disco", "recordsIn": 159561, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_disco", "recordsIn": 159843, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supp", "recordsIn": 159665, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supp", "recordsIn": 159739, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 2994447, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 161346 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 3017432, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "1", "recordsOut": 158058 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 162225, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 157302 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 167179, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "1", "recordsOut": 162102 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 908524, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 910880, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 159690, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 159764, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partk", "recordsIn": 559547, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partk", "recordsIn": 559857, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeSort(orderBy=[nation ASC, o_year DESC])[7279]", "recordsIn": 175, "jobId": "b4cac004791d17ebe76683d8d73be429", "attempt": "0", "subtask": "0", "recordsOut": 175 } ] } ], "resultType": "ROW<`nation` STRING, `o_year` BIGINT, `sum_profit` DECIMAL(38, 4)> NOT NULL", "rows": 175, "resultSha256": "3b613980782bfb45ac22960abcf25777d749da7d02489ba954186ff5e0b3b666", "stockNanos": [ 27458220250, 27580242292, 27908728250, 27408317000, 27438035292, 28081684750, 27754168500 ], "nativeNanos": [ 1340327542, 1207691625, 1228005917, 1221172333, 1329842917, 1208083750, 1344970250 ], "stockRuntimeMs": [ 27298, 27452, 27783, 27257, 27313, 27995, 27640 ], "nativeRuntimeMs": [ 1214, 1073, 1107, 1112, 1205, 1092, 1206 ], "status": "passed", "stockMedianMs": 27580.242292, "nativeMedianMs": 1228.005917, "speedup": 22.45937247548295 }, { "query": 10, "sqlSha256": "2c82e9ab8c67d6423ed357ef3c945f60cc140f50d489a1a098cbb290fd1f191e", "sql": "-- database: presto; groups: tpch; tables: customer,orders,lineitem,nation\nSELECT\n c_custkey,\n c_name,\n sum(l_extendedprice * (1 - l_discount)) AS revenue,\n c_acctbal,\n n_name,\n c_address,\n c_phone,\n c_comment\nFROM\n customer,\n orders,\n lineitem,\n nation\nWHERE\n c_custkey = o_custkey\n AND l_orderkey = o_orderkey\n AND o_orderdate >= DATE '1993-10-01'\n AND o_orderdate < DATE '1993-10-01' + INTERVAL '3' MONTH\n AND l_returnflag = 'R'\n AND c_nationkey = n_nationkey\nGROUP BY\n c_custkey,\n c_name,\n c_acctbal,\n c_phone,\n n_name,\n c_address,\n c_comment\nORDER BY\n revenue DESC\nLIMIT 20\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$2], dir0=[DESC-nulls-last], fetch=[20])\n+- LogicalProject(c_custkey=[$0], c_name=[$1], revenue=[$7], c_acctbal=[$2], n_name=[$4], c_address=[$5], c_phone=[$3], c_comment=[$6])\n +- LogicalAggregate(group=[{0, 1, 2, 3, 4, 5, 6}], revenue=[SUM($7)])\n +- LogicalProject(c_custkey=[$0], c_name=[$1], c_acctbal=[$5], c_phone=[$4], n_name=[$34], c_address=[$2], c_comment=[$7], $f7=[*($22, -(1, $23))])\n +- LogicalFilter(condition=[AND(=($0, $9), =($17, $8), >=($12, 1993-10-01), <($12, +(1993-10-01, 3:INTERVAL MONTH)), =($25, _UTF-16LE'R'), =($3, $33))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nCalc(select=[c_custkey, c_name, revenue, c_acctbal, n_name, c_address, c_phone, c_comment])\n+- SortLimit(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[true])\n +- Exchange(distribution=[single])\n +- SortLimit(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])\n +- HashAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Final_SUM(sum$0) AS revenue])\n +- Exchange(distribution=[hash[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment]])\n +- LocalHashAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Partial_SUM($f7) AS sum$0])\n +- Calc(select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, *(l_extendedprice, -(1, l_discount)) AS $f7])\n +- HashJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount, n_nationkey, n_name], isBroadcast=[true], build=[right])\n :- Calc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount])\n : +- HashJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, l_orderkey, l_extendedprice, l_discount], build=[left])\n : :- Exchange(distribution=[hash[o_orderkey]])\n : : +- Calc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey])\n : : +- HashJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, o_custkey], build=[right])\n : : :- Exchange(distribution=[hash[c_custkey]])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment], metadata=[]]], fields=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment])\n : : +- Exchange(distribution=[hash[o_custkey]])\n : : +- Calc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993-10-01..1994-01-01)])])\n : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-10-01), <(o_orderdate, 1994-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : +- Exchange(distribution=[hash[l_orderkey]])\n : +- Calc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnflag, 'R')])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[=(l_returnflag, _UTF-16LE'R':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[l_orderkey, l_extendedprice, l_discount, l_returnflag], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_returnflag])\n +- Exchange(distribution=[broadcast])\n +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nCalc(select=[c_custkey, c_name, revenue, c_acctbal, n_name, c_address, c_phone, c_comment])\n+- SortLimit(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[true])\n +- Exchange(distribution=[single])\n +- SortLimit(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])\n +- HashAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Final_SUM(sum$0) AS revenue])\n +- Exchange(distribution=[hash[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment]])\n +- LocalHashAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Partial_SUM($f7) AS sum$0])\n +- Calc(select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, (l_extendedprice * (1 - l_discount)) AS $f7])\n +- MultipleInput(readOrder=[0,0,1], members=[\\nHashJoin(joinType=[InnerJoin], where=[(c_nationkey = n_nationkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount, n_nationkey, n_name], isBroadcast=[true], build=[right])\\n:- Calc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount])\\n: +- HashJoin(joinType=[InnerJoin], where=[(l_orderkey = o_orderkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, l_orderkey, l_extendedprice, l_discount], build=[left])\\n: :- [#2] Exchange(distribution=[hash[o_orderkey]])\\n: +- [#3] Exchange(distribution=[hash[l_orderkey]])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Exchange(distribution=[broadcast])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n :- Exchange(distribution=[hash[o_orderkey]])\n : +- Calc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey])\n : +- AdaptiveJoin(originalJoin=[ShuffleHashJoin], joinType=[InnerJoin], where=[(c_custkey = o_custkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, o_custkey], build=[right])\n : :- Exchange(distribution=[hash[c_custkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment], metadata=[]]], fields=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment])\n : +- Exchange(distribution=[hash[o_custkey]])\n : +- Calc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993-10-01..1994-01-01)])])\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-10-01), <(o_orderdate, 1994-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n +- Exchange(distribution=[hash[l_orderkey]])\n +- Calc(select=[l_orderkey, l_extendedprice, l_discount], where=[(l_returnflag = 'R')])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[=(l_returnflag, _UTF-16LE'R':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[l_orderkey, l_extendedprice, l_discount, l_returnflag], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_returnflag])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$2], dir0=[DESC-nulls-last], fetch=[20])\n+- LogicalProject(c_custkey=[$0], c_name=[$1], revenue=[$7], c_acctbal=[$2], n_name=[$4], c_address=[$5], c_phone=[$3], c_comment=[$6])\n +- LogicalAggregate(group=[{0, 1, 2, 3, 4, 5, 6}], revenue=[SUM($7)])\n +- LogicalProject(c_custkey=[$0], c_name=[$1], c_acctbal=[$5], c_phone=[$4], n_name=[$34], c_address=[$2], c_comment=[$7], $f7=[*($22, -(1, $23))])\n +- LogicalFilter(condition=[AND(=($0, $9), =($17, $8), >=($12, 1993-10-01), <($12, +(1993-10-01, 3:INTERVAL MONTH)), =($25, _UTF-16LE'R'), =($3, $33))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[c_custkey, c_name, revenue, c_acctbal, n_name, c_address, c_phone, c_comment], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])\n +- NativeAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment]])\n +- NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Partial_SUM($f7) AS sum$0])\n +- NativeCalc(select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, *(l_extendedprice, -(1, l_discount)) AS $f7], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount, n_nationkey, n_name], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, l_orderkey, l_extendedprice, l_discount], build=[left])\n : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : +- NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, o_custkey], build=[right])\n : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment], metadata=[]]], fields=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment])\n : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : +- NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993-10-01..1994-01-01)])], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-10-01), <(o_orderdate, 1994-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnflag, 'R')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[=(l_returnflag, _UTF-16LE'R':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[l_orderkey, l_extendedprice, l_discount, l_returnflag], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_returnflag])\n +- NativeExchange(distribution=[broadcast])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[c_custkey, c_name, revenue, c_acctbal, n_name, c_address, c_phone, c_comment], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])\n +- NativeAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment]])\n +- NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Partial_SUM($f7) AS sum$0])\n +- NativeCalc(select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, *(l_extendedprice, -(1, l_discount)) AS $f7], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount, n_nationkey, n_name], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, l_orderkey, l_extendedprice, l_discount], build=[left])\n : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : +- NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, o_custkey], build=[right])\n : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment], metadata=[]]], fields=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment])\n : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : +- NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993-10-01..1994-01-01)])], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-10-01), <(o_orderdate, 1994-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnflag, 'R')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[=(l_returnflag, _UTF-16LE'R':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[l_orderkey, l_extendedprice, l_discount, l_returnflag], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_returnflag])\n +- NativeExchange(distribution=[broadcast])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$2], dir0=[DESC-nulls-last], fetch=[20])\n+- LogicalProject(c_custkey=[$0], c_name=[$1], revenue=[$7], c_acctbal=[$2], n_name=[$4], c_address=[$5], c_phone=[$3], c_comment=[$6])\n +- LogicalAggregate(group=[{0, 1, 2, 3, 4, 5, 6}], revenue=[SUM($7)])\n +- LogicalProject(c_custkey=[$0], c_name=[$1], c_acctbal=[$5], c_phone=[$4], n_name=[$34], c_address=[$2], c_comment=[$7], $f7=[*($22, -(1, $23))])\n +- LogicalFilter(condition=[AND(=($0, $9), =($17, $8), >=($12, 1993-10-01), <($12, +(1993-10-01, 3:INTERVAL MONTH)), =($25, _UTF-16LE'R'), =($3, $33))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[c_custkey, c_name, revenue, c_acctbal, n_name, c_address, c_phone, c_comment], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])\n +- NativeAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment]])\n +- NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Partial_SUM($f7) AS sum$0])\n +- NativeCalc(select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, *(l_extendedprice, -(1, l_discount)) AS $f7], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount, n_nationkey, n_name], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, l_orderkey, l_extendedprice, l_discount], build=[left])\n : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : +- NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, o_custkey], build=[right])\n : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment], metadata=[]]], fields=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment])\n : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : +- NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993-10-01..1994-01-01)])], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-10-01), <(o_orderdate, 1994-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnflag, 'R')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[=(l_returnflag, _UTF-16LE'R':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[l_orderkey, l_extendedprice, l_discount, l_returnflag], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_returnflag])\n +- NativeExchange(distribution=[broadcast])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[c_custkey, c_name, revenue, c_acctbal, n_name, c_address, c_phone, c_comment], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])\n +- NativeAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Final_SUM(sum$0) AS revenue])\n +- NativeExchange(distribution=[hash[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment]])\n +- NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment], select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, Partial_SUM($f7) AS sum$0])\n +- NativeCalc(select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment, *(l_extendedprice, -(1, l_discount)) AS $f7], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount, n_nationkey, n_name], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, l_extendedprice, l_discount], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, l_orderkey, l_extendedprice, l_discount], build=[left])\n : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : +- NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment, o_orderkey, o_custkey], build=[right])\n : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment], metadata=[]]], fields=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal, c_comment])\n : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : +- NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993-10-01..1994-01-01)])], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[and(>=(o_orderdate, 1993-10-01), <(o_orderdate, 1994-01-01))], project=[o_orderkey, o_custkey, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_orderdate])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnflag, 'R')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[=(l_returnflag, _UTF-16LE'R':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[l_orderkey, l_extendedprice, l_discount, l_returnflag], metadata=[]]], fields=[l_orderkey, l_extendedprice, l_discount, l_returnflag])\n +- NativeExchange(distribution=[broadcast])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\nStreamFusion batch: 20 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "ed09450bcbebb960d1a18109300df8ce", "sourceArrowRows": 7651240, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_addres", "recordsIn": 57243, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "1", "recordsOut": 21441 }, { "operator": "NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_addres", "recordsIn": 57462, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 21585 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, ", "recordsIn": 21490, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 18967 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, ", "recordsIn": 21536, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "1", "recordsOut": 19000 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_c", "recordsIn": 57243, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_c", "recordsIn": 57462, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 57462 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 28411, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 28411 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 28658, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "1", "recordsOut": 28658 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 57243, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 57462, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 57462 }, { "operator": "NativeCalc(select=[c_custkey, c_name, revenue, c_acctbal, n_name, c_address, c_p", "recordsIn": 20, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 20 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnfl", "recordsIn": 0, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnfl", "recordsIn": 6001215, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 1478870 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993", "recordsIn": 0, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993", "recordsIn": 1500000, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "1", "recordsOut": 57069 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 103122, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 28411 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 103947, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "1", "recordsOut": 28658 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_", "recordsIn": 57268, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_", "recordsIn": 57487, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 57462 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_cu", "recordsIn": 767092, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 57462 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_cu", "recordsIn": 768847, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])[7418]", "recordsIn": 18967, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 20 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])[7418]", "recordsIn": 19000, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "1", "recordsOut": 20 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[true])[7420]", "recordsIn": 40, "jobId": "ed09450bcbebb960d1a18109300df8ce", "attempt": "0", "subtask": "0", "recordsOut": 20 } ] }, { "engine": "stock", "trial": -3, "jobId": 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global=[false])[8057]", "recordsIn": 18967, "jobId": "402ad812e2d18bbb9cb7af0cfa6ca205", "attempt": "0", "subtask": "0", "recordsOut": 20 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])[8057]", "recordsIn": 19000, "jobId": "402ad812e2d18bbb9cb7af0cfa6ca205", "attempt": "0", "subtask": "1", "recordsOut": 20 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[true])[8059]", "recordsIn": 40, "jobId": "402ad812e2d18bbb9cb7af0cfa6ca205", "attempt": "0", "subtask": "0", "recordsOut": 20 } ] } ], "resultType": "ROW<`c_custkey` BIGINT, `c_name` STRING, `revenue` DECIMAL(38, 4), `c_acctbal` DECIMAL(15, 2), `n_name` STRING, `c_address` STRING, `c_phone` STRING, `c_comment` STRING> NOT NULL", "rows": 20, "resultSha256": "d33237de35924341b25c8d32dd4807847cff8ab9b2e9b4c80f5dad5221ff9cee", "stockNanos": [ 1036918875, 1034326791, 1145199292, 1246159750, 1275129250, 1280547750, 1271299917 ], "nativeNanos": [ 468200083, 465825833, 469648208, 466656250, 580616708, 583445500, 472820583 ], "stockRuntimeMs": [ 964, 962, 983, 1140, 1165, 1092, 1198 ], "nativeRuntimeMs": [ 417, 417, 412, 408, 500, 432, 429 ], "status": "passed", "stockMedianMs": 1246.15975, "nativeMedianMs": 469.648208, "speedup": 2.653389768709604 }, { "query": 11, "sqlSha256": "6c13dffd3aa87a4bb45ccb379ff54b834d12b87d070ee3dafd63906c8c6ce8ce", "sql": "-- database: presto; groups: tpch; tables: partsupp,supplier,nation\nSELECT\n ps_partkey,\n-- sum(ps_supplycost * ps_availqty) AS value\n sum(ps_supplycost * ps_availqty) AS `value`\nFROM\n partsupp,\n supplier,\n nation\nWHERE\n ps_suppkey = s_suppkey\n AND s_nationkey = n_nationkey\n AND n_name = 'GERMANY'\nGROUP BY\n ps_partkey\nHAVING\n sum(ps_supplycost * ps_availqty) > (\n SELECT sum(ps_supplycost * ps_availqty) * 0.0001\n FROM\n partsupp,\n supplier,\n nation\n WHERE\n ps_suppkey = s_suppkey\n AND s_nationkey = n_nationkey\n AND n_name = 'GERMANY'\n )\nORDER BY\n-- value DESC\n `value` DESC\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], dir0=[DESC-nulls-last])\n+- LogicalFilter(condition=[>($1, $SCALAR_QUERY({\nLogicalProject(EXPR$0=[*($0, 0.0001:DECIMAL(5, 4))])\n LogicalAggregate(group=[{}], agg#0=[SUM($0)])\n LogicalProject($f0=[*($3, $2)])\n LogicalFilter(condition=[AND(=($1, $5), =($8, $12), =($13, _UTF-16LE'GERMANY'))])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n LogicalTableScan(table=[[default_catalog, default_database, nation]])\n}))])\n +- LogicalAggregate(group=[{0}], value=[SUM($1)])\n +- LogicalProject(ps_partkey=[$0], $f1=[*($3, $2)])\n +- LogicalFilter(condition=[AND(=($1, $5), =($8, $12), =($13, _UTF-16LE'GERMANY'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[value DESC])\n+- Exchange(distribution=[single])\n +- Calc(select=[ps_partkey, value])\n +- NestedLoopJoin(joinType=[InnerJoin], where=[>(value, $f0)], select=[ps_partkey, value, $f0], build=[right], singleRowJoin=[true])\n :- HashAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_SUM(sum$0) AS value])\n : +- Exchange(distribution=[hash[ps_partkey]])\n : +- LocalHashAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS sum$0])\n : +- Calc(select=[ps_partkey, *(ps_supplycost, ps_availqty) AS $f1])\n : +- NestedLoopJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\n : :- Calc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey])\n : : +- HashJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost])\n : : +- Exchange(distribution=[broadcast])\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : +- Exchange(distribution=[broadcast])\n : +- Calc(select=[n_nationkey], where=[=(n_name, 'GERMANY')])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n +- Exchange(distribution=[broadcast])\n +- HashAggregate(isMerge=[false], select=[SINGLE_VALUE(EXPR$0) AS $f0])\n +- Calc(select=[*($f0, 0.0001) AS EXPR$0])\n +- HashAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n +- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- Calc(select=[*(ps_supplycost, ps_availqty) AS $f0])\n +- NestedLoopJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\n :- Calc(select=[ps_availqty, ps_supplycost, s_nationkey])\n : +- HashJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : :- Calc(select=[ps_suppkey, ps_availqty, ps_supplycost])\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost])\n : +- Exchange(distribution=[broadcast])\n : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n +- Exchange(distribution=[broadcast])\n +- Calc(select=[n_nationkey], where=[=(n_name, 'GERMANY')])\n +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nSort(orderBy=[value DESC])\n+- Exchange(distribution=[single])\n +- Calc(select=[ps_partkey, value])\n +- MultipleInput(readOrder=[0,1], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[(value > $f0)], select=[ps_partkey, value, $f0], build=[right], singleRowJoin=[true])\\n:- HashAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_SUM(sum$0) AS value])\\n: +- [#2] Exchange(distribution=[hash[ps_partkey]])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Exchange(distribution=[broadcast])\n : +- HashAggregate(isMerge=[false], select=[SINGLE_VALUE(EXPR$0) AS $f0])\n : +- Calc(select=[($f0 * 0.0001) AS EXPR$0])\n : +- HashAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n : +- Exchange(distribution=[single])\n : +- LocalHashAggregate(select=[Partial_SUM($f0) AS sum$0])\n : +- Calc(select=[(ps_supplycost * ps_availqty) AS $f0])\n : +- MultipleInput(readOrder=[0,0,1], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[(s_nationkey = n_nationkey)], select=[ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\\n:- Calc(select=[ps_availqty, ps_supplycost, s_nationkey])\\n: +- HashJoin(joinType=[InnerJoin], where=[(ps_suppkey = s_suppkey)], select=[ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\\n: :- Calc(select=[ps_suppkey, ps_availqty, ps_supplycost])\\n: : +- [#3] TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost])\\n: +- [#2] Exchange(distribution=[broadcast])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n : :- Exchange(distribution=[broadcast])(reuse_id=[1])\n : : +- Calc(select=[n_nationkey], where=[(n_name = 'GERMANY')])\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n : :- Exchange(distribution=[broadcast])(reuse_id=[3])\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost])(reuse_id=[2])\n +- Exchange(distribution=[hash[ps_partkey]])\n +- LocalHashAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS sum$0])\n +- Calc(select=[ps_partkey, (ps_supplycost * ps_availqty) AS $f1])\n +- MultipleInput(readOrder=[0,1,0], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[(s_nationkey = n_nationkey)], select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\\n:- Calc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey])\\n: +- HashJoin(joinType=[InnerJoin], where=[(ps_suppkey = s_suppkey)], select=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\\n: :- [#2] TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost])\\n: +- [#3] Exchange(distribution=[broadcast])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Reused(reference_id=[1])\n :- Reused(reference_id=[2])\n +- Reused(reference_id=[3])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], dir0=[DESC-nulls-last])\n+- LogicalFilter(condition=[>($1, $SCALAR_QUERY({\nLogicalProject(EXPR$0=[*($0, 0.0001:DECIMAL(5, 4))])\n LogicalAggregate(group=[{}], agg#0=[SUM($0)])\n LogicalProject($f0=[*($3, $2)])\n LogicalFilter(condition=[AND(=($1, $5), =($8, $12), =($13, _UTF-16LE'GERMANY'))])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n LogicalTableScan(table=[[default_catalog, default_database, nation]])\n}))])\n +- LogicalAggregate(group=[{0}], value=[SUM($1)])\n +- LogicalProject(ps_partkey=[$0], $f1=[*($3, $2)])\n +- LogicalFilter(condition=[AND(=($1, $5), =($8, $12), =($13, _UTF-16LE'GERMANY'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[value DESC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[ps_partkey, value], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[>(value, $f0)], select=[ps_partkey, value, $f0], build=[right], singleRowJoin=[true])\n :- NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_SUM(sum$0) AS value])\n : +- NativeExchange(distribution=[hash[ps_partkey]])\n : +- NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS sum$0])\n : +- NativeCalc(select=[ps_partkey, *(ps_supplycost, ps_availqty) AS $f1], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\n : :- NativeCalc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[false], select=[SINGLE_VALUE(EXPR$0) AS $f0])\n +- NativeCalc(select=[*($f0, 0.0001) AS EXPR$0], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(ps_supplycost, ps_availqty) AS $f0], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\n :- NativeCalc(select=[ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[ps_suppkey, ps_availqty, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost])\n : +- NativeExchange(distribution=[broadcast])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[value DESC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[ps_partkey, value], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[>(value, $f0)], select=[ps_partkey, value, $f0], build=[right], singleRowJoin=[true])\n :- NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_SUM(sum$0) AS value])\n : +- NativeExchange(distribution=[hash[ps_partkey]])\n : +- NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS sum$0])\n : +- NativeCalc(select=[ps_partkey, *(ps_supplycost, ps_availqty) AS $f1], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\n : :- NativeCalc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost])(reuse_id=[1])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])(reuse_id=[2])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])(reuse_id=[3])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[false], select=[SINGLE_VALUE(EXPR$0) AS $f0])\n +- NativeCalc(select=[*($f0, 0.0001) AS EXPR$0], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(ps_supplycost, ps_availqty) AS $f0], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\n :- NativeCalc(select=[ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[ps_suppkey, ps_availqty, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- Reused(reference_id=[1])\n : +- NativeExchange(distribution=[broadcast])\n : +- RowDataToArrow\n : +- Reused(reference_id=[2])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- Reused(reference_id=[3])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], dir0=[DESC-nulls-last])\n+- LogicalFilter(condition=[>($1, $SCALAR_QUERY({\nLogicalProject(EXPR$0=[*($0, 0.0001:DECIMAL(5, 4))])\n LogicalAggregate(group=[{}], agg#0=[SUM($0)])\n LogicalProject($f0=[*($3, $2)])\n LogicalFilter(condition=[AND(=($1, $5), =($8, $12), =($13, _UTF-16LE'GERMANY'))])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalJoin(condition=[true], joinType=[inner])\n LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n LogicalTableScan(table=[[default_catalog, default_database, nation]])\n}))])\n +- LogicalAggregate(group=[{0}], value=[SUM($1)])\n +- LogicalProject(ps_partkey=[$0], $f1=[*($3, $2)])\n +- LogicalFilter(condition=[AND(=($1, $5), =($8, $12), =($13, _UTF-16LE'GERMANY'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[value DESC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[ps_partkey, value], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[>(value, $f0)], select=[ps_partkey, value, $f0], build=[right], singleRowJoin=[true])\n :- NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_SUM(sum$0) AS value])\n : +- NativeExchange(distribution=[hash[ps_partkey]])\n : +- NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS sum$0])\n : +- NativeCalc(select=[ps_partkey, *(ps_supplycost, ps_availqty) AS $f1], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\n : :- NativeCalc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[false], select=[SINGLE_VALUE(EXPR$0) AS $f0])\n +- NativeCalc(select=[*($f0, 0.0001) AS EXPR$0], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(ps_supplycost, ps_availqty) AS $f0], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\n :- NativeCalc(select=[ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[ps_suppkey, ps_availqty, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost])\n : +- NativeExchange(distribution=[broadcast])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[value DESC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[ps_partkey, value], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[>(value, $f0)], select=[ps_partkey, value, $f0], build=[right], singleRowJoin=[true])\n :- NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_SUM(sum$0) AS value])\n : +- NativeExchange(distribution=[hash[ps_partkey]])\n : +- NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS sum$0])\n : +- NativeCalc(select=[ps_partkey, *(ps_supplycost, ps_availqty) AS $f1], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\n : :- NativeCalc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : : :- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty, ps_supplycost])(reuse_id=[1])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_nationkey], metadata=[]]], fields=[s_suppkey, s_nationkey])(reuse_id=[2])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'GERMANY':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])(reuse_id=[3])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[false], select=[SINGLE_VALUE(EXPR$0) AS $f0])\n +- NativeCalc(select=[*($f0, 0.0001) AS EXPR$0], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(ps_supplycost, ps_availqty) AS $f0], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\n :- NativeCalc(select=[ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[ps_suppkey, ps_availqty, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- Reused(reference_id=[1])\n : +- NativeExchange(distribution=[broadcast])\n : +- RowDataToArrow\n : +- Reused(reference_id=[2])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- Reused(reference_id=[3])\n\nStreamFusion batch: 28 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "967766f9f0eac046be64b993b3d3153c", "sourceArrowRows": 810025, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS su", "recordsIn": 1, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS su", "recordsIn": 31680, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 29818 }, { "operator": "NativeAggregate(isMerge=[false], select=[SINGLE_VALUE(EXPR$0) AS $f0])[8245]", "recordsIn": 1, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 14901, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 14901 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 14917, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 14917 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])[8242]", "recordsIn": 1, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[8240]", "recordsIn": 1, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[8240]", "recordsIn": 31680, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*($f0, 0.0001) AS EXPR$0], nativeFunctions=[], jvmFunctions=[", "recordsIn": 1, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(ps_supplycost, ps_availqty) AS $f0], nativeFunctions=[], jv", "recordsIn": 1, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(ps_supplycost, ps_availqty) AS $f0], nativeFunctions=[], jv", "recordsIn": 31680, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 31680 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 0, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 0, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 25, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 25, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[],", "recordsIn": 0, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[],", "recordsIn": 800000, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, *(ps_supplycost, ps_availqty) AS $f1], nativeFunc", "recordsIn": 1, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[ps_partkey, *(ps_supplycost, ps_availqty) AS $f1], nativeFunc", "recordsIn": 31680, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 31680 }, { "operator": "NativeCalc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey], nativeF", "recordsIn": 0, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey], nativeF", "recordsIn": 800000, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, value], nativeFunctions=[], jvmFunctions=[])[8248", "recordsIn": 512, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 512 }, { "operator": "NativeCalc(select=[ps_partkey, value], nativeFunctions=[], jvmFunctions=[])[8248", "recordsIn": 536, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 536 }, { "operator": "NativeCalc(select=[ps_suppkey, ps_availqty, ps_supplycost], nativeFunctions=[], ", "recordsIn": 0, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_suppkey, ps_availqty, ps_supplycost], nativeFunctions=[], ", "recordsIn": 800000, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 10000, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 10000 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 25 }, { "operator": "NativeFileSourceShare", "recordsIn": 800000, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 10000, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 810000, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_su", "recordsIn": 10000, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_su", "recordsIn": 810000, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 1, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 1, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 800001, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 31680 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 800001, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 31680 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(value, $f0)], select=[ps_partkey, valu", "recordsIn": 14902, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 512 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(value, $f0)], select=[ps_partkey, valu", "recordsIn": 14918, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "1", "recordsOut": 536 }, { "operator": "NativeSort(orderBy=[value DESC])[8251]", "recordsIn": 1048, "jobId": "967766f9f0eac046be64b993b3d3153c", "attempt": "0", "subtask": "0", "recordsOut": 1048 } ] }, { "engine": "stock", "trial": -3, "jobId": "e0cffd98ae23ac556dc332f29558ac86", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "1e5f1eb3b1e1bac0ac42650cea652132", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "42e735e13644e0e400a1a7a02ca603ea", "sourceArrowRows": 810025, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS su", "recordsIn": 1, "jobId": "42e735e13644e0e400a1a7a02ca603ea", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS su", "recordsIn": 31680, "jobId": "42e735e13644e0e400a1a7a02ca603ea", "attempt": "0", "subtask": "0", "recordsOut": 29818 }, { "operator": "NativeAggregate(isMerge=[false], select=[SINGLE_VALUE(EXPR$0) AS $f0])[8364]", "recordsIn": 1, "jobId": "42e735e13644e0e400a1a7a02ca603ea", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 14901, "jobId": "42e735e13644e0e400a1a7a02ca603ea", "attempt": "0", "subtask": "0", "recordsOut": 14901 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 14917, "jobId": "42e735e13644e0e400a1a7a02ca603ea", "attempt": "0", "subtask": "1", "recordsOut": 14917 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])[8361]", "recordsIn": 1, "jobId": "42e735e13644e0e400a1a7a02ca603ea", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[8359]", "recordsIn": 1, "jobId": "42e735e13644e0e400a1a7a02ca603ea", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[8359]", "recordsIn": 31680, "jobId": "42e735e13644e0e400a1a7a02ca603ea", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*($f0, 0.0001) AS EXPR$0], nativeFunctions=[], jvmFunctions=[", "recordsIn": 1, "jobId": "42e735e13644e0e400a1a7a02ca603ea", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(ps_supplycost, ps_availqty) AS $f0], nativeFunctions=[], jv", "recordsIn": 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"NativeFileSourceShare", "recordsIn": 800000, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 10000, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 810000, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_su", "recordsIn": 10000, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_su", "recordsIn": 810000, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 1, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 1, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 800001, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "1", "recordsOut": 31680 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 800001, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "1", "recordsOut": 31680 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(value, $f0)], select=[ps_partkey, valu", "recordsIn": 14902, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "0", "recordsOut": 512 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(value, $f0)], select=[ps_partkey, valu", "recordsIn": 14918, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "1", "recordsOut": 536 }, { "operator": "NativeSort(orderBy=[value DESC])[9066]", "recordsIn": 1048, "jobId": "c98c823e98e799f3a78120b8bccbddd4", "attempt": "0", "subtask": "0", "recordsOut": 1048 } ] } ], "resultType": "ROW<`ps_partkey` BIGINT, `value` DECIMAL(38, 2)> NOT NULL", "rows": 1048, "resultSha256": "853ca5f63a7c5b722a92d14f481a76bbc12cfab5ee27ca85682eeaf209346c1b", "stockNanos": [ 735918000, 1169996291, 959319833, 748586125, 694876292, 919523042, 735700583 ], "nativeNanos": [ 366745833, 358760459, 377365125, 400368792, 369140000, 369327333, 1282772291 ], "stockRuntimeMs": [ 554, 1041, 791, 572, 527, 759, 582 ], "nativeRuntimeMs": [ 257, 263, 294, 276, 255, 290, 3544 ], "status": "passed", "stockMedianMs": 748.586125, "nativeMedianMs": 369.327333, "speedup": 2.026890668825749 }, { "query": 12, "sqlSha256": "8622e45700f76a2b08b67c19a124013fc4e021623a8bd2c0d65845b1a1a3e9b0", "sql": "-- database: presto; groups: tpch; tables: orders,lineitem\nSELECT\n l_shipmode,\n sum(CASE\n WHEN o_orderpriority = '1-URGENT'\n OR o_orderpriority = '2-HIGH'\n THEN 1\n ELSE 0\n END) AS high_line_count,\n sum(CASE\n WHEN o_orderpriority <> '1-URGENT'\n AND o_orderpriority <> '2-HIGH'\n THEN 1\n ELSE 0\n END) AS low_line_count\nFROM\n orders,\n lineitem\nWHERE\n o_orderkey = l_orderkey\n AND l_shipmode IN ('MAIL', 'SHIP')\n AND l_commitdate < l_receiptdate\n AND l_shipdate < l_commitdate\n AND l_receiptdate >= DATE '1994-01-01'\n AND l_receiptdate < DATE '1994-01-01' + INTERVAL '1' YEAR\nGROUP BY\n l_shipmode\nORDER BY\n l_shipmode\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0}], high_line_count=[SUM($1)], low_line_count=[SUM($2)])\n +- LogicalProject(l_shipmode=[$23], $f1=[CASE(SEARCH($5, Sarg[_UTF-16LE'1-URGENT':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\", _UTF-16LE'2-HIGH':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"]:VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), 1, 0)], $f2=[CASE(SEARCH($5, Sarg[(-\u221e.._UTF-16LE'1-URGENT':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), (_UTF-16LE'1-URGENT':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\".._UTF-16LE'2-HIGH':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), (_UTF-16LE'2-HIGH':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"..+\u221e)]:VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), 1, 0)])\n +- LogicalFilter(condition=[AND(=($0, $9), OR(=($23, _UTF-16LE'MAIL'), =($23, _UTF-16LE'SHIP')), <($20, $21), <($19, $20), >=($21, 1994-01-01), <($21, +(1994-01-01, 12:INTERVAL YEAR)))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[l_shipmode ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_SUM(sum$0) AS high_line_count, Final_SUM(sum$1) AS low_line_count])\n +- Exchange(distribution=[hash[l_shipmode]])\n +- LocalHashAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS sum$0, Partial_SUM($f2) AS sum$1])\n +- Calc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URGENT', _UTF-16LE'2-HIGH']), 1, 0) AS $f1, CASE(SEARCH(o_orderpriority, Sarg[(-\u221e.._UTF-16LE'1-URGENT'), (_UTF-16LE'1-URGENT'.._UTF-16LE'2-HIGH'), (_UTF-16LE'2-HIGH'..+\u221e)]), 1, 0) AS $f2])\n +- HashJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_orderkey, o_orderpriority, l_orderkey, l_shipmode], isBroadcast=[true], build=[right])\n :- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderpriority])\n +- Exchange(distribution=[broadcast])\n +- Calc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_UTF-16LE'MAIL', _UTF-16LE'SHIP']), <(l_commitdate, l_receiptdate), <(l_shipdate, l_commitdate), SEARCH(l_receiptdate, Sarg[[1994-01-01..1995-01-01)]))])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(and(OR(=(l_shipmode, _UTF-16LE'MAIL'), =(l_shipmode, _UTF-16LE'SHIP')), <(l_commitdate, l_receiptdate)), <(l_shipdate, l_commitdate)), AND(>=(l_receiptdate, 1994-01-01), <(l_receiptdate, 1995-01-01)))], project=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode], metadata=[]]], fields=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode])\n\n== Optimized Execution Plan ==\nSort(orderBy=[l_shipmode ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_SUM(sum$0) AS high_line_count, Final_SUM(sum$1) AS low_line_count])\n +- Exchange(distribution=[hash[l_shipmode]])\n +- LocalHashAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS sum$0, Partial_SUM($f2) AS sum$1])\n +- Calc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URGENT', _UTF-16LE'2-HIGH']), 1, 0) AS $f1, CASE(SEARCH(o_orderpriority, Sarg[(-\u221e.._UTF-16LE'1-URGENT'), (_UTF-16LE'1-URGENT'.._UTF-16LE'2-HIGH'), (_UTF-16LE'2-HIGH'..+\u221e)]), 1, 0) AS $f2])\n +- MultipleInput(readOrder=[1,0], members=[\\nHashJoin(joinType=[InnerJoin], where=[(o_orderkey = l_orderkey)], select=[o_orderkey, o_orderpriority, l_orderkey, l_shipmode], isBroadcast=[true], build=[right])\\n:- [#1] TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderpriority])\\n+- [#2] Exchange(distribution=[broadcast])\\n])\n :- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderpriority])\n +- Exchange(distribution=[broadcast])\n +- Calc(select=[l_orderkey, l_shipmode], where=[(SEARCH(l_shipmode, Sarg[_UTF-16LE'MAIL', _UTF-16LE'SHIP']) AND (l_commitdate < l_receiptdate) AND (l_shipdate < l_commitdate) AND SEARCH(l_receiptdate, Sarg[[1994-01-01..1995-01-01)]))])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(and(OR(=(l_shipmode, _UTF-16LE'MAIL'), =(l_shipmode, _UTF-16LE'SHIP')), <(l_commitdate, l_receiptdate)), <(l_shipdate, l_commitdate)), AND(>=(l_receiptdate, 1994-01-01), <(l_receiptdate, 1995-01-01)))], project=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode], metadata=[]]], fields=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0}], high_line_count=[SUM($1)], low_line_count=[SUM($2)])\n +- LogicalProject(l_shipmode=[$23], $f1=[CASE(SEARCH($5, Sarg[_UTF-16LE'1-URGENT':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\", _UTF-16LE'2-HIGH':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"]:VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), 1, 0)], $f2=[CASE(SEARCH($5, Sarg[(-\u221e.._UTF-16LE'1-URGENT':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), (_UTF-16LE'1-URGENT':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\".._UTF-16LE'2-HIGH':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), (_UTF-16LE'2-HIGH':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"..+\u221e)]:VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), 1, 0)])\n +- LogicalFilter(condition=[AND(=($0, $9), OR(=($23, _UTF-16LE'MAIL'), =($23, _UTF-16LE'SHIP')), <($20, $21), <($19, $20), >=($21, 1994-01-01), <($21, +(1994-01-01, 12:INTERVAL YEAR)))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[l_shipmode ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_SUM(sum$0) AS high_line_count, Final_SUM(sum$1) AS low_line_count])\n +- NativeExchange(distribution=[hash[l_shipmode]])\n +- NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS sum$0, Partial_SUM($f2) AS sum$1])\n +- NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URGENT', _UTF-16LE'2-HIGH']), 1, 0) AS $f1, CASE(SEARCH(o_orderpriority, Sarg[(-\u221e.._UTF-16LE'1-URGENT'), (_UTF-16LE'1-URGENT'.._UTF-16LE'2-HIGH'), (_UTF-16LE'2-HIGH'..+\u221e)]), 1, 0) AS $f2], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_orderkey, o_orderpriority, l_orderkey, l_shipmode], isBroadcast=[true], build=[right])\n :- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderpriority])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_UTF-16LE'MAIL', _UTF-16LE'SHIP']), <(l_commitdate, l_receiptdate), <(l_shipdate, l_commitdate), SEARCH(l_receiptdate, Sarg[[1994-01-01..1995-01-01)]))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(and(OR(=(l_shipmode, _UTF-16LE'MAIL'), =(l_shipmode, _UTF-16LE'SHIP')), <(l_commitdate, l_receiptdate)), <(l_shipdate, l_commitdate)), AND(>=(l_receiptdate, 1994-01-01), <(l_receiptdate, 1995-01-01)))], project=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode], metadata=[]]], fields=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[l_shipmode ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_SUM(sum$0) AS high_line_count, Final_SUM(sum$1) AS low_line_count])\n +- NativeExchange(distribution=[hash[l_shipmode]])\n +- NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS sum$0, Partial_SUM($f2) AS sum$1])\n +- NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URGENT', _UTF-16LE'2-HIGH']), 1, 0) AS $f1, CASE(SEARCH(o_orderpriority, Sarg[(-\u221e.._UTF-16LE'1-URGENT'), (_UTF-16LE'1-URGENT'.._UTF-16LE'2-HIGH'), (_UTF-16LE'2-HIGH'..+\u221e)]), 1, 0) AS $f2], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_orderkey, o_orderpriority, l_orderkey, l_shipmode], isBroadcast=[true], build=[right])\n :- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderpriority])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_UTF-16LE'MAIL', _UTF-16LE'SHIP']), <(l_commitdate, l_receiptdate), <(l_shipdate, l_commitdate), SEARCH(l_receiptdate, Sarg[[1994-01-01..1995-01-01)]))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(and(OR(=(l_shipmode, _UTF-16LE'MAIL'), =(l_shipmode, _UTF-16LE'SHIP')), <(l_commitdate, l_receiptdate)), <(l_shipdate, l_commitdate)), AND(>=(l_receiptdate, 1994-01-01), <(l_receiptdate, 1995-01-01)))], project=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode], metadata=[]]], fields=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0}], high_line_count=[SUM($1)], low_line_count=[SUM($2)])\n +- LogicalProject(l_shipmode=[$23], $f1=[CASE(SEARCH($5, Sarg[_UTF-16LE'1-URGENT':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\", _UTF-16LE'2-HIGH':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"]:VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), 1, 0)], $f2=[CASE(SEARCH($5, Sarg[(-\u221e.._UTF-16LE'1-URGENT':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), (_UTF-16LE'1-URGENT':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\".._UTF-16LE'2-HIGH':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), (_UTF-16LE'2-HIGH':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"..+\u221e)]:VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), 1, 0)])\n +- LogicalFilter(condition=[AND(=($0, $9), OR(=($23, _UTF-16LE'MAIL'), =($23, _UTF-16LE'SHIP')), <($20, $21), <($19, $20), >=($21, 1994-01-01), <($21, +(1994-01-01, 12:INTERVAL YEAR)))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[l_shipmode ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_SUM(sum$0) AS high_line_count, Final_SUM(sum$1) AS low_line_count])\n +- NativeExchange(distribution=[hash[l_shipmode]])\n +- NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS sum$0, Partial_SUM($f2) AS sum$1])\n +- NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URGENT', _UTF-16LE'2-HIGH']), 1, 0) AS $f1, CASE(SEARCH(o_orderpriority, Sarg[(-\u221e.._UTF-16LE'1-URGENT'), (_UTF-16LE'1-URGENT'.._UTF-16LE'2-HIGH'), (_UTF-16LE'2-HIGH'..+\u221e)]), 1, 0) AS $f2], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_orderkey, o_orderpriority, l_orderkey, l_shipmode], isBroadcast=[true], build=[right])\n :- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderpriority])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_UTF-16LE'MAIL', _UTF-16LE'SHIP']), <(l_commitdate, l_receiptdate), <(l_shipdate, l_commitdate), SEARCH(l_receiptdate, Sarg[[1994-01-01..1995-01-01)]))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(and(OR(=(l_shipmode, _UTF-16LE'MAIL'), =(l_shipmode, _UTF-16LE'SHIP')), <(l_commitdate, l_receiptdate)), <(l_shipdate, l_commitdate)), AND(>=(l_receiptdate, 1994-01-01), <(l_receiptdate, 1995-01-01)))], project=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode], metadata=[]]], fields=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[l_shipmode ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_SUM(sum$0) AS high_line_count, Final_SUM(sum$1) AS low_line_count])\n +- NativeExchange(distribution=[hash[l_shipmode]])\n +- NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS sum$0, Partial_SUM($f2) AS sum$1])\n +- NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URGENT', _UTF-16LE'2-HIGH']), 1, 0) AS $f1, CASE(SEARCH(o_orderpriority, Sarg[(-\u221e.._UTF-16LE'1-URGENT'), (_UTF-16LE'1-URGENT'.._UTF-16LE'2-HIGH'), (_UTF-16LE'2-HIGH'..+\u221e)]), 1, 0) AS $f2], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_orderkey, o_orderpriority, l_orderkey, l_shipmode], isBroadcast=[true], build=[right])\n :- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderpriority])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_UTF-16LE'MAIL', _UTF-16LE'SHIP']), <(l_commitdate, l_receiptdate), <(l_shipdate, l_commitdate), SEARCH(l_receiptdate, Sarg[[1994-01-01..1995-01-01)]))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(and(OR(=(l_shipmode, _UTF-16LE'MAIL'), =(l_shipmode, _UTF-16LE'SHIP')), <(l_commitdate, l_receiptdate)), <(l_shipdate, l_commitdate)), AND(>=(l_receiptdate, 1994-01-01), <(l_receiptdate, 1995-01-01)))], project=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode], metadata=[]]], fields=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode])\n\nStreamFusion batch: 9 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9132]", "recordsIn": 2, "jobId": "9b9b7a06540d5ebe41e43e43542db5d1", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "stock", "trial": -3, "jobId": "f885e18e9d66450e34300bbff747177b", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "3316aca2e2af429dd277bdea042d0206", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9178]", "recordsIn": 2, "jobId": "b9e8c60f2c93624e8cf518df762f0ee3", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9198]", "recordsIn": 2, "jobId": "e067c1c7c29d726f8f9fb7ce799eeda5", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "stock", "trial": -1, "jobId": "1bb8b32ffb780dafafb039ac48aa83a9", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 0, "jobId": "d0bb89a0764db5c0b6839529e8b1555d", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 0, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9244]", "recordsIn": 2, "jobId": "78d85bbd1520cf23fbbb0bae7d07b565", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "streamfusion", "trial": 1, "jobId": "d401ab890a28932ba3a170acd434d9ee", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "d401ab890a28932ba3a170acd434d9ee", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "d401ab890a28932ba3a170acd434d9ee", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "d401ab890a28932ba3a170acd434d9ee", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "d401ab890a28932ba3a170acd434d9ee", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "d401ab890a28932ba3a170acd434d9ee", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "d401ab890a28932ba3a170acd434d9ee", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "d401ab890a28932ba3a170acd434d9ee", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "d401ab890a28932ba3a170acd434d9ee", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "d401ab890a28932ba3a170acd434d9ee", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "d401ab890a28932ba3a170acd434d9ee", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9264]", "recordsIn": 2, "jobId": "d401ab890a28932ba3a170acd434d9ee", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "stock", "trial": 1, "jobId": "c4e25093f2ecbe9c5f79b60ce9277486", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 2, "jobId": "b89d8c4579af6e94d969e2f4d7114906", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 2, "jobId": "c892d7ca904be18353de3060248e73db", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "c892d7ca904be18353de3060248e73db", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "c892d7ca904be18353de3060248e73db", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "c892d7ca904be18353de3060248e73db", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "c892d7ca904be18353de3060248e73db", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "c892d7ca904be18353de3060248e73db", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "c892d7ca904be18353de3060248e73db", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "c892d7ca904be18353de3060248e73db", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "c892d7ca904be18353de3060248e73db", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "c892d7ca904be18353de3060248e73db", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "c892d7ca904be18353de3060248e73db", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9310]", "recordsIn": 2, "jobId": "c892d7ca904be18353de3060248e73db", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "streamfusion", "trial": 3, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9330]", "recordsIn": 2, "jobId": "11deef8eb1ede33bf59537fdc32942bd", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "stock", "trial": 3, "jobId": "4250d3e8fb211f41d85041bd462e81da", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 4, "jobId": "7f521d49a0ccdaef4d7f9fca2bcf2f7a", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 4, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9376]", "recordsIn": 2, "jobId": "d3e52e0cee7374d9ac85b0b2a19299e8", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "streamfusion", "trial": 5, "jobId": "52c866efb61a001a23eb0452870ca07a", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "52c866efb61a001a23eb0452870ca07a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "52c866efb61a001a23eb0452870ca07a", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "52c866efb61a001a23eb0452870ca07a", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "52c866efb61a001a23eb0452870ca07a", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "52c866efb61a001a23eb0452870ca07a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "52c866efb61a001a23eb0452870ca07a", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "52c866efb61a001a23eb0452870ca07a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "52c866efb61a001a23eb0452870ca07a", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "52c866efb61a001a23eb0452870ca07a", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "52c866efb61a001a23eb0452870ca07a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9396]", "recordsIn": 2, "jobId": "52c866efb61a001a23eb0452870ca07a", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "stock", "trial": 5, "jobId": "eb4dcfd0062df86c9e3f994c537cb375", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "814f58082f6b4cd97f90739eb971ff55", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "sourceArrowRows": 7501215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9442]", "recordsIn": 2, "jobId": "eaa580e5c976793735fcb38a6dad9bf0", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] } ], "resultType": "ROW<`l_shipmode` STRING, `high_line_count` INT NOT NULL, `low_line_count` INT NOT NULL> NOT NULL", "rows": 2, "resultSha256": "c9f74d5ef6d51ff0a6e8c49a733e7f652c03a15b41c92dd14557a51ef47a826c", "stockNanos": [ 1017871417, 938791792, 914076834, 804989750, 838066708, 813111167, 792296709 ], "nativeNanos": [ 369162167, 342648166, 353557375, 341666917, 339999416, 347918625, 345985250 ], "stockRuntimeMs": [ 957, 799, 828, 742, 706, 720, 740 ], "nativeRuntimeMs": [ 309, 283, 281, 278, 299, 286, 293 ], "status": "passed", "stockMedianMs": 838.066708, "nativeMedianMs": 345.98525, "speedup": 2.422261376749442 }, { "query": 13, "sqlSha256": "38b57cf5cb9b9f964337c1abfada5989add38d7c3bad9d339d49ee812ef387a9", "sql": "-- database: presto; groups: tpch; tables: customer\nSELECT\n c_count,\n count(*) AS custdist\nFROM (\n SELECT\n c_custkey,\n count(o_orderkey)\n FROM\n customer\n LEFT OUTER JOIN orders ON\n c_custkey = o_custkey\n AND o_comment NOT LIKE '%special%requests%'\n GROUP BY\n c_custkey\n ) AS c_orders (c_custkey, c_count)\nGROUP BY\n c_count\nORDER BY\n custdist DESC,\n c_count DESC\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], sort1=[$0], dir0=[DESC-nulls-last], dir1=[DESC-nulls-last])\n+- LogicalAggregate(group=[{0}], custdist=[COUNT()])\n +- LogicalProject(c_count=[$1])\n +- LogicalAggregate(group=[{0}], EXPR$1=[COUNT($1)])\n +- LogicalProject(c_custkey=[$0], o_orderkey=[$8])\n +- LogicalJoin(condition=[AND(=($0, $9), NOT(LIKE($16, _UTF-16LE'%special%requests%')))], joinType=[left])\n :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[custdist DESC, c_count DESC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(count1$0) AS custdist])\n +- Exchange(distribution=[hash[c_count]])\n +- LocalHashAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0])\n +- Calc(select=[EXPR$1 AS c_count])\n +- HashAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o_orderkey) AS EXPR$1])\n +- Calc(select=[c_custkey, o_orderkey])\n +- HashJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, o_orderkey, o_custkey], build=[left])\n :- Exchange(distribution=[hash[c_custkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey], metadata=[]]], fields=[c_custkey])\n +- Exchange(distribution=[hash[o_custkey]])\n +- Calc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%requests%'))])\n +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[NOT(LIKE(o_comment, _UTF-16LE'%special%requests%'))], project=[o_orderkey, o_custkey, o_comment], metadata=[]]], fields=[o_orderkey, o_custkey, o_comment])\n\n== Optimized Execution Plan ==\nSort(orderBy=[custdist DESC, c_count DESC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(count1$0) AS custdist])\n +- Exchange(distribution=[hash[c_count]])\n +- LocalHashAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0])\n +- Calc(select=[EXPR$1 AS c_count])\n +- HashAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o_orderkey) AS EXPR$1])\n +- Exchange(distribution=[keep_input_as_is[hash[c_custkey]]])\n +- Calc(select=[c_custkey, o_orderkey])\n +- Exchange(distribution=[keep_input_as_is[hash[c_custkey]]])\n +- AdaptiveJoin(originalJoin=[ShuffleHashJoin], joinType=[LeftOuterJoin], where=[(c_custkey = o_custkey)], select=[c_custkey, o_orderkey, o_custkey], build=[left])\n :- Exchange(distribution=[hash[c_custkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey], metadata=[]]], fields=[c_custkey])\n +- Exchange(distribution=[hash[o_custkey]])\n +- Calc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%requests%'))])\n +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[NOT(LIKE(o_comment, _UTF-16LE'%special%requests%'))], project=[o_orderkey, o_custkey, o_comment], metadata=[]]], fields=[o_orderkey, o_custkey, o_comment])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], sort1=[$0], dir0=[DESC-nulls-last], dir1=[DESC-nulls-last])\n+- LogicalAggregate(group=[{0}], custdist=[COUNT()])\n +- LogicalProject(c_count=[$1])\n +- LogicalAggregate(group=[{0}], EXPR$1=[COUNT($1)])\n +- LogicalProject(c_custkey=[$0], o_orderkey=[$8])\n +- LogicalJoin(condition=[AND(=($0, $9), NOT(LIKE($16, _UTF-16LE'%special%requests%')))], joinType=[left])\n :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[custdist DESC, c_count DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(count1$0) AS custdist])\n +- NativeExchange(distribution=[hash[c_count]])\n +- NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o_orderkey) AS EXPR$1])\n +- NativeExchange(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, o_orderkey, o_custkey], build=[left])\n :- NativeExchange(distribution=[hash[c_custkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey], metadata=[]]], fields=[c_custkey])\n +- NativeExchange(distribution=[hash[o_custkey]])\n +- NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%requests%'))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[NOT(LIKE(o_comment, _UTF-16LE'%special%requests%'))], project=[o_orderkey, o_custkey, o_comment], metadata=[]]], fields=[o_orderkey, o_custkey, o_comment])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[custdist DESC, c_count DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(count1$0) AS custdist])\n +- NativeExchange(distribution=[hash[c_count]])\n +- NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o_orderkey) AS EXPR$1])\n +- NativeExchange(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, o_orderkey, o_custkey], build=[left])\n :- NativeExchange(distribution=[hash[c_custkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey], metadata=[]]], fields=[c_custkey])\n +- NativeExchange(distribution=[hash[o_custkey]])\n +- NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%requests%'))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[NOT(LIKE(o_comment, _UTF-16LE'%special%requests%'))], project=[o_orderkey, o_custkey, o_comment], metadata=[]]], fields=[o_orderkey, o_custkey, o_comment])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], sort1=[$0], dir0=[DESC-nulls-last], dir1=[DESC-nulls-last])\n+- LogicalAggregate(group=[{0}], custdist=[COUNT()])\n +- LogicalProject(c_count=[$1])\n +- LogicalAggregate(group=[{0}], EXPR$1=[COUNT($1)])\n +- LogicalProject(c_custkey=[$0], o_orderkey=[$8])\n +- LogicalJoin(condition=[AND(=($0, $9), NOT(LIKE($16, _UTF-16LE'%special%requests%')))], joinType=[left])\n :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[custdist DESC, c_count DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(count1$0) AS custdist])\n +- NativeExchange(distribution=[hash[c_count]])\n +- NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o_orderkey) AS EXPR$1])\n +- NativeExchange(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, o_orderkey, o_custkey], build=[left])\n :- NativeExchange(distribution=[hash[c_custkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey], metadata=[]]], fields=[c_custkey])\n +- NativeExchange(distribution=[hash[o_custkey]])\n +- NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%requests%'))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[NOT(LIKE(o_comment, _UTF-16LE'%special%requests%'))], project=[o_orderkey, o_custkey, o_comment], metadata=[]]], fields=[o_orderkey, o_custkey, o_comment])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[custdist DESC, c_count DESC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(count1$0) AS custdist])\n +- NativeExchange(distribution=[hash[c_count]])\n +- NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])\n +- NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o_orderkey) AS EXPR$1])\n +- NativeExchange(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, o_orderkey, o_custkey], build=[left])\n :- NativeExchange(distribution=[hash[c_custkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey], metadata=[]]], fields=[c_custkey])\n +- NativeExchange(distribution=[hash[o_custkey]])\n +- NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%requests%'))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[NOT(LIKE(o_comment, _UTF-16LE'%special%requests%'))], project=[o_orderkey, o_custkey, o_comment], metadata=[]]], fields=[o_orderkey, o_custkey, o_comment])\n\nStreamFusion batch: 12 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "sourceArrowRows": 1650000, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 74711, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "0", "recordsOut": 41 }, { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 75289, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "1", "recordsOut": 42 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 764183, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 769740, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 37, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "1", "recordsOut": 19 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 46, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "0", "recordsOut": 23 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9522", "recordsIn": 74711, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9522", "recordsIn": 75289, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 764183, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 769740, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 0, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 1500000, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "1", "recordsOut": 1483918 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 813942, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 819976, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeSort(orderBy=[custdist DESC, c_count DESC])[9528]", "recordsIn": 42, "jobId": "b27e1af0b8111ecfd16548d03ec992cb", "attempt": "0", "subtask": "0", "recordsOut": 42 } ] }, { "engine": "stock", "trial": -3, "jobId": "1535a10e8f698a339c48a5dedd00d9c9", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "3f05818e25b467532287d3beeddeacf9", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "8eedd671a1969dc763458b43e10eb262", "sourceArrowRows": 1650000, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 74711, "jobId": "8eedd671a1969dc763458b43e10eb262", "attempt": "0", "subtask": "0", "recordsOut": 41 }, { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 75289, "jobId": "8eedd671a1969dc763458b43e10eb262", "attempt": "0", "subtask": "1", "recordsOut": 42 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 764183, "jobId": "8eedd671a1969dc763458b43e10eb262", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 769740, "jobId": "8eedd671a1969dc763458b43e10eb262", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 37, "jobId": "8eedd671a1969dc763458b43e10eb262", "attempt": "0", "subtask": "1", "recordsOut": 19 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 46, "jobId": "8eedd671a1969dc763458b43e10eb262", "attempt": "0", "subtask": "0", "recordsOut": 23 }, { 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"8eedd671a1969dc763458b43e10eb262", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 1500000, "jobId": "8eedd671a1969dc763458b43e10eb262", "attempt": "0", "subtask": "1", "recordsOut": 1483918 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 813942, "jobId": "8eedd671a1969dc763458b43e10eb262", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 819976, "jobId": "8eedd671a1969dc763458b43e10eb262", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeSort(orderBy=[custdist DESC, c_count DESC])[9589]", "recordsIn": 42, "jobId": "8eedd671a1969dc763458b43e10eb262", "attempt": "0", "subtask": "0", "recordsOut": 42 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "sourceArrowRows": 1650000, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 74711, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "0", "recordsOut": 41 }, { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 75289, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "1", "recordsOut": 42 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 764183, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 769740, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 37, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "1", "recordsOut": 19 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 46, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "0", "recordsOut": 23 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9608", "recordsIn": 74711, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9608", "recordsIn": 75289, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 764183, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 769740, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 0, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 1500000, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "0", "recordsOut": 1483918 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 813942, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 819976, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeSort(orderBy=[custdist DESC, c_count DESC])[9614]", "recordsIn": 42, "jobId": "13a1c09ac2e3b7073af39d7aeda96e76", "attempt": "0", "subtask": "0", "recordsOut": 42 } ] }, { "engine": "stock", "trial": -1, "jobId": "007e274251c8f57580407796cc3726d5", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 0, "jobId": "58862b4b42434ed41eea922c41e0e852", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 0, "jobId": "91e2c4fa9745fd544ef9ccca7b8de294", "sourceArrowRows": 1650000, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 74711, "jobId": "91e2c4fa9745fd544ef9ccca7b8de294", "attempt": "0", "subtask": "0", "recordsOut": 41 }, { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS 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"operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9669", "recordsIn": 74711, "jobId": "91e2c4fa9745fd544ef9ccca7b8de294", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9669", "recordsIn": 75289, "jobId": "91e2c4fa9745fd544ef9ccca7b8de294", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 764183, "jobId": "91e2c4fa9745fd544ef9ccca7b8de294", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 769740, "jobId": "91e2c4fa9745fd544ef9ccca7b8de294", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 0, "jobId": "91e2c4fa9745fd544ef9ccca7b8de294", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 1500000, "jobId": "91e2c4fa9745fd544ef9ccca7b8de294", "attempt": "0", "subtask": "1", "recordsOut": 1483918 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 813942, "jobId": "91e2c4fa9745fd544ef9ccca7b8de294", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 819976, "jobId": "91e2c4fa9745fd544ef9ccca7b8de294", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeSort(orderBy=[custdist DESC, c_count DESC])[9675]", "recordsIn": 42, "jobId": "91e2c4fa9745fd544ef9ccca7b8de294", "attempt": "0", "subtask": "0", "recordsOut": 42 } ] }, { "engine": "streamfusion", "trial": 1, "jobId": "243e92cf07af827658d818a59cd1cf42", "sourceArrowRows": 1650000, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 74711, "jobId": "243e92cf07af827658d818a59cd1cf42", "attempt": "0", "subtask": "0", "recordsOut": 41 }, { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 75289, "jobId": "243e92cf07af827658d818a59cd1cf42", "attempt": "0", "subtask": "1", "recordsOut": 42 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 764183, "jobId": "243e92cf07af827658d818a59cd1cf42", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 769740, "jobId": "243e92cf07af827658d818a59cd1cf42", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeAggregate(isMerge=[true], 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"operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9927", "recordsIn": 74711, "jobId": "eddf27c00e47bcc41e77232d41d235ad", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9927", "recordsIn": 75289, "jobId": "eddf27c00e47bcc41e77232d41d235ad", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 764183, "jobId": "eddf27c00e47bcc41e77232d41d235ad", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 769740, "jobId": "eddf27c00e47bcc41e77232d41d235ad", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 0, "jobId": "eddf27c00e47bcc41e77232d41d235ad", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 1500000, "jobId": "eddf27c00e47bcc41e77232d41d235ad", "attempt": "0", "subtask": "0", "recordsOut": 1483918 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 813942, "jobId": "eddf27c00e47bcc41e77232d41d235ad", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 819976, "jobId": "eddf27c00e47bcc41e77232d41d235ad", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeSort(orderBy=[custdist DESC, c_count DESC])[9933]", "recordsIn": 42, "jobId": "eddf27c00e47bcc41e77232d41d235ad", "attempt": "0", "subtask": "0", "recordsOut": 42 } ] } ], "resultType": "ROW<`c_count` BIGINT NOT NULL, `custdist` BIGINT NOT NULL> NOT NULL", "rows": 42, "resultSha256": "b2d37ad2258ace6a923aa9b63fdba5daeb4524ac1bb4c41c03916070e32606e8", "stockNanos": [ 797700750, 888474208, 917779500, 810785000, 901003208, 806952667, 903444042 ], "nativeNanos": [ 345311042, 351055166, 347279833, 341084916, 405357875, 352326000, 346474500 ], "stockRuntimeMs": [ 759, 746, 775, 763, 758, 762, 765 ], "nativeRuntimeMs": [ 255, 252, 253, 258, 271, 261, 256 ], "status": "passed", "stockMedianMs": 888.474208, "nativeMedianMs": 347.279833, "speedup": 2.5583812348815544 }, { "query": 14, "sqlSha256": "a8b179c98ec22511cd9e4333d9ee3000eb89ca2cc83291824e76d71fabe88b2c", "sql": "-- database: presto; groups: tpch; tables: lineitem,part\nSELECT 100.00 * sum(CASE\n WHEN p_type LIKE 'PROMO%'\n THEN l_extendedprice * (1 - l_discount)\n ELSE 0\n END) / sum(l_extendedprice * (1 - l_discount)) AS promo_revenue\nFROM\n lineitem,\n part\nWHERE\n l_partkey = p_partkey\n AND l_shipdate >= DATE '1995-09-01'\n AND l_shipdate < DATE '1995-09-01' + INTERVAL '1' MONTH\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalProject(promo_revenue=[/(*(100.00:DECIMAL(5, 2), $0), $1)])\n+- LogicalAggregate(group=[{}], agg#0=[SUM($0)], agg#1=[SUM($1)])\n +- LogicalProject($f0=[CASE(LIKE($20, _UTF-16LE'PROMO%'), *($5, -(1, $6)), 0:DECIMAL(32, 4))], $f1=[*($5, -(1, $6))])\n +- LogicalFilter(condition=[AND(=($1, $16), >=($10, 1995-09-01), <($10, +(1995-09-01, 1:INTERVAL MONTH)))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue])\n+- HashAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1) AS $f1])\n +- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])\n +- Calc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discount)), 0) AS $f0, *(l_extendedprice, -(1, l_discount)) AS $f1])\n +- HashJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_partkey, l_extendedprice, l_discount, p_partkey, p_type], build=[left])\n :- Exchange(distribution=[hash[l_partkey]])\n : +- Calc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_shipdate, Sarg[[1995-09-01..1995-10-01)])])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-09-01), <(l_shipdate, 1995-10-01))], project=[l_partkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_partkey, l_extendedprice, l_discount, l_shipdate])\n +- Exchange(distribution=[hash[p_partkey]])\n +- TableSourceScan(table=[[default_catalog, default_database, part, project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n\n== Optimized Execution Plan ==\nCalc(select=[((100.00 * $f0) / $f1) AS promo_revenue])\n+- HashAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1) AS $f1])\n +- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])\n +- Calc(select=[CASE(LIKE(p_type, 'PROMO%'), (l_extendedprice * (1 - l_discount)), 0) AS $f0, (l_extendedprice * (1 - l_discount)) AS $f1])\n +- AdaptiveJoin(originalJoin=[ShuffleHashJoin], joinType=[InnerJoin], where=[(l_partkey = p_partkey)], select=[l_partkey, l_extendedprice, l_discount, p_partkey, p_type], build=[left])\n :- Exchange(distribution=[hash[l_partkey]])\n : +- Calc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_shipdate, Sarg[[1995-09-01..1995-10-01)])])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-09-01), <(l_shipdate, 1995-10-01))], project=[l_partkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_partkey, l_extendedprice, l_discount, l_shipdate])\n +- Exchange(distribution=[hash[p_partkey]])\n +- TableSourceScan(table=[[default_catalog, default_database, part, project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalProject(promo_revenue=[/(*(100.00:DECIMAL(5, 2), $0), $1)])\n+- LogicalAggregate(group=[{}], agg#0=[SUM($0)], agg#1=[SUM($1)])\n +- LogicalProject($f0=[CASE(LIKE($20, _UTF-16LE'PROMO%'), *($5, -(1, $6)), 0:DECIMAL(32, 4))], $f1=[*($5, -(1, $6))])\n +- LogicalFilter(condition=[AND(=($1, $16), >=($10, 1995-09-01), <($10, +(1995-09-01, 1:INTERVAL MONTH)))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[], jvmFunctions=[])\n+- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1) AS $f1])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])\n +- NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discount)), 0) AS $f0, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_partkey, l_extendedprice, l_discount, p_partkey, p_type], build=[left])\n :- NativeExchange(distribution=[hash[l_partkey]])\n : +- NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_shipdate, Sarg[[1995-09-01..1995-10-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-09-01), <(l_shipdate, 1995-10-01))], project=[l_partkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_partkey, l_extendedprice, l_discount, l_shipdate])\n +- NativeExchange(distribution=[hash[p_partkey]])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, part, project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[], jvmFunctions=[])\n+- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1) AS $f1])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])\n +- NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discount)), 0) AS $f0, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_partkey, l_extendedprice, l_discount, p_partkey, p_type], build=[left])\n :- NativeExchange(distribution=[hash[l_partkey]])\n : +- NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_shipdate, Sarg[[1995-09-01..1995-10-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-09-01), <(l_shipdate, 1995-10-01))], project=[l_partkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_partkey, l_extendedprice, l_discount, l_shipdate])\n +- NativeExchange(distribution=[hash[p_partkey]])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, part, project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n", "admission": "== Abstract Syntax Tree ==\nLogicalProject(promo_revenue=[/(*(100.00:DECIMAL(5, 2), $0), $1)])\n+- LogicalAggregate(group=[{}], agg#0=[SUM($0)], agg#1=[SUM($1)])\n +- LogicalProject($f0=[CASE(LIKE($20, _UTF-16LE'PROMO%'), *($5, -(1, $6)), 0:DECIMAL(32, 4))], $f1=[*($5, -(1, $6))])\n +- LogicalFilter(condition=[AND(=($1, $16), >=($10, 1995-09-01), <($10, +(1995-09-01, 1:INTERVAL MONTH)))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[], jvmFunctions=[])\n+- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1) AS $f1])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])\n +- NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discount)), 0) AS $f0, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_partkey, l_extendedprice, l_discount, p_partkey, p_type], build=[left])\n :- NativeExchange(distribution=[hash[l_partkey]])\n : +- NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_shipdate, Sarg[[1995-09-01..1995-10-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-09-01), <(l_shipdate, 1995-10-01))], project=[l_partkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_partkey, l_extendedprice, l_discount, l_shipdate])\n +- NativeExchange(distribution=[hash[p_partkey]])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, part, project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[], jvmFunctions=[])\n+- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1) AS $f1])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])\n +- NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discount)), 0) AS $f0, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_partkey, l_extendedprice, l_discount, p_partkey, p_type], build=[left])\n :- NativeExchange(distribution=[hash[l_partkey]])\n : +- NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_shipdate, Sarg[[1995-09-01..1995-10-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1995-09-01), <(l_shipdate, 1995-10-01))], project=[l_partkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_partkey, l_extendedprice, l_discount, l_shipdate])\n +- NativeExchange(distribution=[hash[p_partkey]])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, part, project=[p_partkey, p_type], metadata=[]]], fields=[p_partkey, p_type])\n\nStreamFusion batch: 9 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "3db994965499928a168b4fa2df207274", "sourceArrowRows": 6201215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "3db994965499928a168b4fa2df207274", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[9", "recordsIn": 37795, "jobId": "3db994965499928a168b4fa2df207274", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[9", "recordsIn": 38188, "jobId": "3db994965499928a168b4fa2df207274", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "3db994965499928a168b4fa2df207274", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "3db994965499928a168b4fa2df207274", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "3db994965499928a168b4fa2df207274", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "3db994965499928a168b4fa2df207274", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "3db994965499928a168b4fa2df207274", "attempt": "0", "subtask": "1", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "3db994965499928a168b4fa2df207274", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "3db994965499928a168b4fa2df207274", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] }, { "engine": "stock", "trial": -3, "jobId": "0bfb5042450936856a8b8d5bed8726f3", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "4a8048cb338141ca46c4e145e66e6e34", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "8115889b895f1466115f0a04d650d1df", "sourceArrowRows": 6201215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "8115889b895f1466115f0a04d650d1df", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 37795, "jobId": "8115889b895f1466115f0a04d650d1df", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 38188, "jobId": "8115889b895f1466115f0a04d650d1df", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "8115889b895f1466115f0a04d650d1df", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "8115889b895f1466115f0a04d650d1df", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "8115889b895f1466115f0a04d650d1df", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "8115889b895f1466115f0a04d650d1df", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "8115889b895f1466115f0a04d650d1df", "attempt": "0", "subtask": "0", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "8115889b895f1466115f0a04d650d1df", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": 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"8440579dc324021f59865f98f5f6e9e3", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "8440579dc324021f59865f98f5f6e9e3", "attempt": "0", "subtask": "0", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "8440579dc324021f59865f98f5f6e9e3", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "8440579dc324021f59865f98f5f6e9e3", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] } ], "resultType": "ROW<`promo_revenue` DECIMAL(38, 6)> NOT NULL", "rows": 1, "resultSha256": "54d5c64f51c2ed70f8a3b2db110a81f77cd36ebcacf5878bd65058d2e7e7fb1b", "stockNanos": [ 553811459, 476869375, 455191208, 554115792, 471819208, 574542292, 458996875 ], "nativeNanos": [ 337380416, 346872209, 330344458, 346113834, 328659958, 343643708, 335329708 ], "stockRuntimeMs": [ 446, 443, 424, 432, 429, 462, 431 ], "nativeRuntimeMs": [ 285, 289, 284, 292, 287, 293, 291 ], "status": "passed", "stockMedianMs": 476.869375, "nativeMedianMs": 337.380416, "speedup": 1.413447113065389 }, { "query": 15, "sqlSha256": "24ffeb12ad93550c3241dbea68868484c9ad6fe71d3185aeb49b844539b0ec27", "sql": "-- database: presto; groups: tpch; tables: lineitem,supplier\n-- CREATE OR REPLACE VIEW revenue AS\n-- SELECT\n-- l_suppkey AS supplier_no,\n-- sum(l_extendedprice * (1 - l_discount)) AS total_revenue\n-- FROM\n-- lineitem\n-- WHERE\n-- l_shipdate >= DATE '1996-01-01'\n-- AND l_shipdate < DATE '1996-01-01' + INTERVAL '3' MONTH\n-- GROUP BY\n-- l_suppkey;\n--\n-- SELECT\n-- s_suppkey,\n-- s_name,\n-- s_address,\n-- s_phone,\n-- total_revenue\n-- FROM\n-- supplier,\n-- revenue\n-- WHERE\n-- s_suppkey = supplier_no\n-- AND total_revenue = (\n-- SELECT max(total_revenue)\n-- FROM\n-- revenue\n-- )\n-- ORDER BY\n-- s_suppkey;\n-- we don't support view\n\nSELECT\n s_suppkey,\n s_name,\n s_address,\n s_phone,\n total_revenue\nFROM\n supplier, (\n SELECT\n l_suppkey AS supplier_no,\n sum(l_extendedprice * (1 - l_discount)) AS total_revenue\n FROM\n lineitem\n WHERE\n l_shipdate >= DATE '1996-01-01'\n AND l_shipdate < DATE '1996-01-01' + INTERVAL '3' MONTH\n GROUP BY\n l_suppkey) AS revenue\nWHERE\n s_suppkey = supplier_no\n AND total_revenue = (\n SELECT max(total_revenue)\n FROM (\n SELECT\n l_suppkey AS supplier_no,\n sum(l_extendedprice * (1 - l_discount)) AS total_revenue\n FROM\n lineitem\n WHERE\n l_shipdate >= DATE '1996-01-01'\n AND l_shipdate < DATE '1996-01-01' + INTERVAL '3' MONTH\n GROUP BY\n l_suppkey) AS revenue\n )\nORDER BY\n s_suppkey;\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalProject(s_suppkey=[$0], s_name=[$1], s_address=[$2], s_phone=[$4], total_revenue=[$8])\n +- LogicalFilter(condition=[AND(=($0, $7), =($8, $SCALAR_QUERY({\nLogicalAggregate(group=[{}], EXPR$0=[MAX($0)])\n LogicalProject(total_revenue=[$1])\n LogicalAggregate(group=[{0}], total_revenue=[SUM($1)])\n LogicalProject(supplier_no=[$2], $f1=[*($5, -(1, $6))])\n LogicalFilter(condition=[AND(>=($10, 1996-01-01), <($10, +(1996-01-01, 3:INTERVAL MONTH)))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n +- LogicalAggregate(group=[{0}], total_revenue=[SUM($1)])\n +- LogicalProject(supplier_no=[$2], $f1=[*($5, -(1, $6))])\n +- LogicalFilter(condition=[AND(>=($10, 1996-01-01), <($10, +(1996-01-01, 3:INTERVAL MONTH)))])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[s_suppkey ASC])\n+- Exchange(distribution=[single])\n +- Calc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue])\n +- NestedLoopJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_suppkey, s_name, s_address, s_phone, total_revenue, EXPR$0], build=[right], singleRowJoin=[true])\n :- Calc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue])\n : +- SortMergeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_suppkey, s_name, s_address, s_phone, supplier_no, total_revenue])\n : :- Exchange(distribution=[hash[s_suppkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_phone], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_phone])\n : +- HashAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Final_SUM(sum$0) AS total_revenue])\n : +- Exchange(distribution=[hash[supplier_no]])\n : +- LocalHashAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS sum$0])\n : +- Calc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)) AS $f1], where=[SEARCH(l_shipdate, Sarg[[1996-01-01..1996-04-01)])])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1996-01-01), <(l_shipdate, 1996-04-01))], project=[l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_suppkey, l_extendedprice, l_discount, l_shipdate])\n +- Exchange(distribution=[broadcast])\n +- HashAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])\n +- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_MAX(total_revenue) AS max$0])\n +- Calc(select=[total_revenue])\n +- HashAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Final_SUM(sum$0) AS total_revenue])\n +- Exchange(distribution=[hash[supplier_no]])\n +- LocalHashAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS sum$0])\n +- Calc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)) AS $f1], where=[SEARCH(l_shipdate, Sarg[[1996-01-01..1996-04-01)])])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1996-01-01), <(l_shipdate, 1996-04-01))], project=[l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_suppkey, l_extendedprice, l_discount, l_shipdate])\n\n== Optimized Execution Plan ==\nSort(orderBy=[s_suppkey ASC])\n+- Exchange(distribution=[single])\n +- Calc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue])\n +- NestedLoopJoin(joinType=[InnerJoin], where=[(total_revenue = EXPR$0)], select=[s_suppkey, s_name, s_address, s_phone, total_revenue, EXPR$0], build=[right], singleRowJoin=[true])\n :- Exchange(distribution=[any])\n : +- Calc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue])\n : +- SortMergeJoin(joinType=[InnerJoin], where=[(s_suppkey = supplier_no)], select=[s_suppkey, s_name, s_address, s_phone, supplier_no, total_revenue])\n : :- Exchange(distribution=[hash[s_suppkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_phone], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_phone])\n : +- Exchange(distribution=[keep_input_as_is[hash[supplier_no]]])\n : +- HashAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Final_SUM(sum$0) AS total_revenue])(reuse_id=[1])\n : +- Exchange(distribution=[hash[supplier_no]])\n : +- LocalHashAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS sum$0])\n : +- Calc(select=[l_suppkey AS supplier_no, (l_extendedprice * (1 - l_discount)) AS $f1], where=[SEARCH(l_shipdate, Sarg[[1996-01-01..1996-04-01)])])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1996-01-01), <(l_shipdate, 1996-04-01))], project=[l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_suppkey, l_extendedprice, l_discount, l_shipdate])\n +- Exchange(distribution=[broadcast])\n +- HashAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])\n +- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_MAX(total_revenue) AS max$0])\n +- Calc(select=[total_revenue])\n +- Reused(reference_id=[1])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalProject(s_suppkey=[$0], s_name=[$1], s_address=[$2], s_phone=[$4], total_revenue=[$8])\n +- LogicalFilter(condition=[AND(=($0, $7), =($8, $SCALAR_QUERY({\nLogicalAggregate(group=[{}], EXPR$0=[MAX($0)])\n LogicalProject(total_revenue=[$1])\n LogicalAggregate(group=[{0}], total_revenue=[SUM($1)])\n LogicalProject(supplier_no=[$2], $f1=[*($5, -(1, $6))])\n LogicalFilter(condition=[AND(>=($10, 1996-01-01), <($10, +(1996-01-01, 3:INTERVAL MONTH)))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n +- LogicalAggregate(group=[{0}], total_revenue=[SUM($1)])\n +- LogicalProject(supplier_no=[$2], $f1=[*($5, -(1, $6))])\n +- LogicalFilter(condition=[AND(>=($10, 1996-01-01), <($10, +(1996-01-01, 3:INTERVAL MONTH)))])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[s_suppkey ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_suppkey, s_name, s_address, s_phone, total_revenue, EXPR$0], build=[right], singleRowJoin=[true])\n :- NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_suppkey, s_name, s_address, s_phone, supplier_no, total_revenue])\n : :- NativeExchange(distribution=[hash[s_suppkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_phone], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_phone])\n : +- NativeExchange(consumers=[2])\n : +- NativeShare(consumers=[2])\n : +- NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Final_SUM(sum$0) AS total_revenue])\n : +- NativeExchange(distribution=[hash[supplier_no]])\n : +- NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS sum$0])\n : +- NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)) AS $f1], where=[SEARCH(l_shipdate, Sarg[[1996-01-01..1996-04-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1996-01-01), <(l_shipdate, 1996-04-01))], project=[l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_suppkey, l_extendedprice, l_discount, l_shipdate])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])\n +- NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])\n +- NativeShare(consumers=[2])\n +- NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Final_SUM(sum$0) AS total_revenue])\n +- NativeExchange(distribution=[hash[supplier_no]])\n +- NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS sum$0])\n +- NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)) AS $f1], where=[SEARCH(l_shipdate, Sarg[[1996-01-01..1996-04-01)])], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1996-01-01), <(l_shipdate, 1996-04-01))], project=[l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_suppkey, l_extendedprice, l_discount, l_shipdate])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[s_suppkey ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_suppkey, s_name, s_address, s_phone, total_revenue, EXPR$0], build=[right], singleRowJoin=[true])\n :- NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_suppkey, s_name, s_address, s_phone, supplier_no, total_revenue])\n : :- NativeExchange(distribution=[hash[s_suppkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_phone], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_phone])\n : +- NativeExchange(consumers=[2])\n : +- NativeShare(consumers=[2])(reuse_id=[1])\n : +- NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Final_SUM(sum$0) AS total_revenue])\n : +- NativeExchange(distribution=[hash[supplier_no]])\n : +- NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS sum$0])\n : +- NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)) AS $f1], where=[SEARCH(l_shipdate, Sarg[[1996-01-01..1996-04-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1996-01-01), <(l_shipdate, 1996-04-01))], project=[l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_suppkey, l_extendedprice, l_discount, l_shipdate])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])\n +- NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])\n +- Reused(reference_id=[1])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalProject(s_suppkey=[$0], s_name=[$1], s_address=[$2], s_phone=[$4], total_revenue=[$8])\n +- LogicalFilter(condition=[AND(=($0, $7), =($8, $SCALAR_QUERY({\nLogicalAggregate(group=[{}], EXPR$0=[MAX($0)])\n LogicalProject(total_revenue=[$1])\n LogicalAggregate(group=[{0}], total_revenue=[SUM($1)])\n LogicalProject(supplier_no=[$2], $f1=[*($5, -(1, $6))])\n LogicalFilter(condition=[AND(>=($10, 1996-01-01), <($10, +(1996-01-01, 3:INTERVAL MONTH)))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n +- LogicalAggregate(group=[{0}], total_revenue=[SUM($1)])\n +- LogicalProject(supplier_no=[$2], $f1=[*($5, -(1, $6))])\n +- LogicalFilter(condition=[AND(>=($10, 1996-01-01), <($10, +(1996-01-01, 3:INTERVAL MONTH)))])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[s_suppkey ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_suppkey, s_name, s_address, s_phone, total_revenue, EXPR$0], build=[right], singleRowJoin=[true])\n :- NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_suppkey, s_name, s_address, s_phone, supplier_no, total_revenue])\n : :- NativeExchange(distribution=[hash[s_suppkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_phone], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_phone])\n : +- NativeExchange(consumers=[2])\n : +- NativeShare(consumers=[2])\n : +- NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Final_SUM(sum$0) AS total_revenue])\n : +- NativeExchange(distribution=[hash[supplier_no]])\n : +- NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS sum$0])\n : +- NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)) AS $f1], where=[SEARCH(l_shipdate, Sarg[[1996-01-01..1996-04-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1996-01-01), <(l_shipdate, 1996-04-01))], project=[l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_suppkey, l_extendedprice, l_discount, l_shipdate])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])\n +- NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])\n +- NativeShare(consumers=[2])\n +- NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Final_SUM(sum$0) AS total_revenue])\n +- NativeExchange(distribution=[hash[supplier_no]])\n +- NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS sum$0])\n +- NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)) AS $f1], where=[SEARCH(l_shipdate, Sarg[[1996-01-01..1996-04-01)])], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1996-01-01), <(l_shipdate, 1996-04-01))], project=[l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_suppkey, l_extendedprice, l_discount, l_shipdate])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[s_suppkey ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_suppkey, s_name, s_address, s_phone, total_revenue, EXPR$0], build=[right], singleRowJoin=[true])\n :- NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_suppkey, s_name, s_address, s_phone, supplier_no, total_revenue])\n : :- NativeExchange(distribution=[hash[s_suppkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_phone], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_phone])\n : +- NativeExchange(consumers=[2])\n : +- NativeShare(consumers=[2])(reuse_id=[1])\n : +- NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Final_SUM(sum$0) AS total_revenue])\n : +- NativeExchange(distribution=[hash[supplier_no]])\n : +- NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS sum$0])\n : +- NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)) AS $f1], where=[SEARCH(l_shipdate, Sarg[[1996-01-01..1996-04-01)])], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(>=(l_shipdate, 1996-01-01), <(l_shipdate, 1996-04-01))], project=[l_suppkey, l_extendedprice, l_discount, l_shipdate], metadata=[]]], fields=[l_suppkey, l_extendedprice, l_discount, l_shipdate])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])\n +- NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])\n +- Reused(reference_id=[1])\n\nStreamFusion batch: 16 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "2eccad243e6ea714ae055423f30e25f2", "sourceArrowRows": 6011215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 0, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 225954, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "1", "recordsOut": 10000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 4923, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 5077, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])[10425]", "recordsIn": 2, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10423]", "recordsIn": 4923, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10423]", "recordsIn": 5077, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 0, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 6001215, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "1", "recordsOut": 225954 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 4923, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 5077, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10421]", "recordsIn": 4923, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10421]", "recordsIn": 5077, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 10154, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 9846, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 4924, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 5078, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeShareExecNode[10415]", "recordsIn": 4923, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeShareExecNode[10415]", "recordsIn": 5077, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeSort(orderBy=[s_suppkey ASC])[10431]", "recordsIn": 2, "jobId": "2eccad243e6ea714ae055423f30e25f2", "attempt": "0", "subtask": "0", "recordsOut": 1 } ] }, { "engine": "stock", "trial": -3, "jobId": "a2988e077fa7e65921bebb04e46e3e23", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "0657e517f980bdc2d1500abf1e9937f8", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "sourceArrowRows": 6011215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 0, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 225954, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "1", "recordsOut": 10000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 4923, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 5077, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])[10499]", "recordsIn": 2, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10497]", "recordsIn": 4923, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10497]", "recordsIn": 5077, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 0, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 6001215, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "1", "recordsOut": 225954 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 4923, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 5077, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10495]", "recordsIn": 4923, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10495]", "recordsIn": 5077, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 10154, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 9846, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 4924, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 5078, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeShareExecNode[10489]", "recordsIn": 4923, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeShareExecNode[10489]", "recordsIn": 5077, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeSort(orderBy=[s_suppkey ASC])[10505]", "recordsIn": 2, "jobId": "5686b8e2ad63d22cfdf585122a20fe75", "attempt": "0", "subtask": "0", "recordsOut": 1 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "fe67b0bd97221bea526d52a22db62202", "sourceArrowRows": 6011215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 0, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 225954, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "1", "recordsOut": 10000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 4923, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 5077, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])[10531]", "recordsIn": 2, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10529]", "recordsIn": 4923, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10529]", "recordsIn": 5077, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 0, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 6001215, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "1", "recordsOut": 225954 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 4923, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 5077, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10527]", "recordsIn": 4923, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10527]", "recordsIn": 5077, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 10154, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 9846, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 4924, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 5078, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeShareExecNode[10521]", "recordsIn": 4923, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeShareExecNode[10521]", "recordsIn": 5077, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeSort(orderBy=[s_suppkey ASC])[10537]", "recordsIn": 2, "jobId": "fe67b0bd97221bea526d52a22db62202", "attempt": "0", "subtask": "0", "recordsOut": 1 } ] }, { "engine": "stock", "trial": -1, "jobId": "b30532805827164f01b16e32f4482158", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 0, "jobId": "b8cfd8dcdecd52cc30a08f29f5ef14b5", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 0, "jobId": "6edda5eab8b5d08b51a1a019f5a318c5", "sourceArrowRows": 6011215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 0, "jobId": "6edda5eab8b5d08b51a1a019f5a318c5", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 225954, "jobId": "6edda5eab8b5d08b51a1a019f5a318c5", "attempt": "0", "subtask": "0", "recordsOut": 10000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 4923, "jobId": "6edda5eab8b5d08b51a1a019f5a318c5", "attempt": 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"0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 4923, "jobId": "2489d1131fd7e55b7eb40b4c60807410", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 5077, "jobId": "2489d1131fd7e55b7eb40b4c60807410", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10813]", "recordsIn": 4923, "jobId": "2489d1131fd7e55b7eb40b4c60807410", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10813]", "recordsIn": 5077, "jobId": "2489d1131fd7e55b7eb40b4c60807410", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", 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"0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 5077, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])[10849]", "recordsIn": 2, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10847]", "recordsIn": 4923, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10847]", "recordsIn": 5077, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 0, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 6001215, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "0", "recordsOut": 225954 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 4923, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 5077, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10845]", "recordsIn": 4923, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10845]", "recordsIn": 5077, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 10154, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 9846, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 4924, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 5078, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeShareExecNode[10839]", "recordsIn": 4923, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeShareExecNode[10839]", "recordsIn": 5077, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeSort(orderBy=[s_suppkey ASC])[10855]", "recordsIn": 2, "jobId": "7b5015bac653da067d9eddcc477503d3", "attempt": "0", "subtask": "0", "recordsOut": 1 } ] }, { "engine": "stock", "trial": 5, "jobId": "7cb7f5096894392c1594c6f42fe522ab", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "354a945760a4cfd66696cf01e31411fb", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "sourceArrowRows": 6011215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 0, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 225954, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 10000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 4923, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 5077, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])[10923]", "recordsIn": 2, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10921]", "recordsIn": 4923, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10921]", "recordsIn": 5077, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 0, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 6001215, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 225954 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 4923, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 5077, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10919]", "recordsIn": 4923, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10919]", "recordsIn": 5077, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 10154, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 9846, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 4924, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 5078, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeShareExecNode[10913]", "recordsIn": 4923, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeShareExecNode[10913]", "recordsIn": 5077, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeSort(orderBy=[s_suppkey ASC])[10929]", "recordsIn": 2, "jobId": "de4de9aaecbb00ef151031e8831bcbf8", "attempt": "0", "subtask": "0", "recordsOut": 1 } ] } ], "resultType": "ROW<`s_suppkey` BIGINT, `s_name` STRING, `s_address` STRING, `s_phone` STRING, `total_revenue` DECIMAL(38, 4)> NOT NULL", "rows": 1, "resultSha256": "448d06e546087f558f8cdf7b4d6d62301dc29e2ffed3da6a0d32d2851607a5af", "stockNanos": [ 576966250, 595850084, 572825875, 579913500, 594003375, 643290750, 806171417 ], "nativeNanos": [ 343460583, 352198875, 340681041, 332640500, 338696791, 348815917, 369417542 ], "stockRuntimeMs": [ 457, 476, 454, 458, 493, 535, 672 ], "nativeRuntimeMs": [ 257, 251, 248, 248, 246, 250, 259 ], "status": "passed", "stockMedianMs": 594.003375, "nativeMedianMs": 343.460583, "speedup": 1.7294659253519058 }, { "query": 16, "sqlSha256": "71a2bdd941e0fe9929daed3b93b988e6d666625b7ed7c70faa9678d3d5ce6079", "sql": "-- database: presto; groups: tpch; tables: partsupp,part,supplier\nSELECT\n p_brand,\n p_type,\n p_size,\n count(DISTINCT ps_suppkey) AS supplier_cnt\nFROM\n partsupp,\n part\nWHERE\n p_partkey = ps_partkey\n AND p_brand <> 'Brand#45'\n AND p_type NOT LIKE 'MEDIUM POLISHED%'\n AND p_size IN (49, 14, 23, 45, 19, 3, 36, 9)\n AND ps_suppkey NOT IN (\n SELECT s_suppkey\n FROM\n supplier\n WHERE\n s_comment LIKE '%Customer%Complaints%'\n )\nGROUP BY\n p_brand,\n p_type,\n p_size\nORDER BY\n supplier_cnt DESC,\n p_brand,\n p_type,\n p_size\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$3], sort1=[$0], sort2=[$1], sort3=[$2], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], dir2=[ASC-nulls-first], dir3=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0, 1, 2}], supplier_cnt=[COUNT(DISTINCT $3)])\n +- LogicalProject(p_brand=[$8], p_type=[$9], p_size=[$10], ps_suppkey=[$1])\n +- LogicalFilter(condition=[AND(=($5, $0), <>($8, _UTF-16LE'Brand#45'), NOT(LIKE($9, _UTF-16LE'MEDIUM POLISHED%')), OR(=($10, 49), =($10, 14), =($10, 23), =($10, 45), =($10, 19), =($10, 3), =($10, 36), =($10, 9)), NOT(IN($1, {\nLogicalProject(s_suppkey=[$0])\n LogicalFilter(condition=[LIKE($6, _UTF-16LE'%Customer%Complaints%')])\n LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n})))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[supplier_cnt DESC, p_brand ASC, p_type ASC, p_size ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Final_COUNT(count$0) AS supplier_cnt])\n +- Exchange(distribution=[hash[p_brand, p_type, p_size]])\n +- LocalHashAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Partial_COUNT(ps_suppkey) AS count$0])\n +- HashAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- Exchange(distribution=[hash[ps_suppkey, p_brand, p_type, p_size]])\n +- LocalHashAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- NestedLoopJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_suppkey), =(ps_suppkey, s_suppkey))], select=[ps_suppkey, p_brand, p_type, p_size], build=[right])\n :- Calc(select=[ps_suppkey, p_brand, p_type, p_size])\n : +- HashJoin(joinType=[InnerJoin], where=[=(p_partkey, ps_partkey)], select=[ps_partkey, ps_suppkey, p_partkey, p_brand, p_type, p_size], build=[right])\n : :- Exchange(distribution=[hash[ps_partkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey], metadata=[]]], fields=[ps_partkey, ps_suppkey])\n : +- Exchange(distribution=[hash[p_partkey]])\n : +- Calc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, 'Brand#45'), SEARCH(p_size, Sarg[3, 9, 14, 19, 23, 36, 45, 49]), NOT(LIKE(p_type, 'MEDIUM POLISHED%')))])\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(and(<>(p_brand, _UTF-16LE'Brand#45':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(OR(OR(OR(OR(=(p_size, 3), =(p_size, 9)), =(p_size, 14)), =(p_size, 19)), =(p_size, 23)), =(p_size, 36)), =(p_size, 45)), =(p_size, 49))), NOT(LIKE(p_type, _UTF-16LE'MEDIUM POLISHED%')))], project=[p_partkey, p_brand, p_type, p_size], metadata=[]]], fields=[p_partkey, p_brand, p_type, p_size])\n +- Exchange(distribution=[broadcast])\n +- Calc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')])\n +- TableSourceScan(table=[[default_catalog, default_database, supplier, filter=[LIKE(s_comment, _UTF-16LE'%Customer%Complaints%')], project=[s_suppkey, s_comment], metadata=[]]], fields=[s_suppkey, s_comment])\n\n== Optimized Execution Plan ==\nSort(orderBy=[supplier_cnt DESC, p_brand ASC, p_type ASC, p_size ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Final_COUNT(count$0) AS supplier_cnt])\n +- Exchange(distribution=[hash[p_brand, p_type, p_size]])\n +- LocalHashAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Partial_COUNT(ps_suppkey) AS count$0])\n +- HashAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- Exchange(distribution=[hash[ps_suppkey, p_brand, p_type, p_size]])\n +- LocalHashAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- MultipleInput(readOrder=[0,1,0], members=[\\nNestedLoopJoin(joinType=[LeftAntiJoin], where=[(ps_suppkey IS NULL OR s_suppkey IS NULL OR (ps_suppkey = s_suppkey))], select=[ps_suppkey, p_brand, p_type, p_size], build=[right])\\n:- Calc(select=[ps_suppkey, p_brand, p_type, p_size])\\n: +- HashJoin(joinType=[InnerJoin], where=[(p_partkey = ps_partkey)], select=[ps_partkey, ps_suppkey, p_partkey, p_brand, p_type, p_size], build=[right])\\n: :- [#2] Exchange(distribution=[hash[ps_partkey]])\\n: +- [#3] Exchange(distribution=[hash[p_partkey]])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Exchange(distribution=[broadcast])\n : +- Calc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')])\n : +- TableSourceScan(table=[[default_catalog, default_database, supplier, filter=[LIKE(s_comment, _UTF-16LE'%Customer%Complaints%')], project=[s_suppkey, s_comment], metadata=[]]], fields=[s_suppkey, s_comment])\n :- Exchange(distribution=[hash[ps_partkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey], metadata=[]]], fields=[ps_partkey, ps_suppkey])\n +- Exchange(distribution=[hash[p_partkey]])\n +- Calc(select=[p_partkey, p_brand, p_type, p_size], where=[((p_brand <> 'Brand#45') AND SEARCH(p_size, Sarg[3, 9, 14, 19, 23, 36, 45, 49]) AND NOT(LIKE(p_type, 'MEDIUM POLISHED%')))])\n +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(and(<>(p_brand, _UTF-16LE'Brand#45':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(OR(OR(OR(OR(=(p_size, 3), =(p_size, 9)), =(p_size, 14)), =(p_size, 19)), =(p_size, 23)), =(p_size, 36)), =(p_size, 45)), =(p_size, 49))), NOT(LIKE(p_type, _UTF-16LE'MEDIUM POLISHED%')))], project=[p_partkey, p_brand, p_type, p_size], metadata=[]]], fields=[p_partkey, p_brand, p_type, p_size])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$3], sort1=[$0], sort2=[$1], sort3=[$2], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], dir2=[ASC-nulls-first], dir3=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0, 1, 2}], supplier_cnt=[COUNT(DISTINCT $3)])\n +- LogicalProject(p_brand=[$8], p_type=[$9], p_size=[$10], ps_suppkey=[$1])\n +- LogicalFilter(condition=[AND(=($5, $0), <>($8, _UTF-16LE'Brand#45'), NOT(LIKE($9, _UTF-16LE'MEDIUM POLISHED%')), OR(=($10, 49), =($10, 14), =($10, 23), =($10, 45), =($10, 19), =($10, 3), =($10, 36), =($10, 9)), NOT(IN($1, {\nLogicalProject(s_suppkey=[$0])\n LogicalFilter(condition=[LIKE($6, _UTF-16LE'%Customer%Complaints%')])\n LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n})))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[supplier_cnt DESC, p_brand ASC, p_type ASC, p_size ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Final_COUNT(count$0) AS supplier_cnt])\n +- NativeExchange(distribution=[hash[p_brand, p_type, p_size]])\n +- NativeAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Partial_COUNT(ps_suppkey) AS count$0])\n +- NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- NativeExchange(distribution=[hash[ps_suppkey, p_brand, p_type, p_size]])\n +- NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_suppkey), =(ps_suppkey, s_suppkey))], select=[ps_suppkey, p_brand, p_type, p_size], build=[right])\n :- NativeCalc(select=[ps_suppkey, p_brand, p_type, p_size], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, ps_partkey)], select=[ps_partkey, ps_suppkey, p_partkey, p_brand, p_type, p_size], build=[right])\n : :- NativeExchange(distribution=[hash[ps_partkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey], metadata=[]]], fields=[ps_partkey, ps_suppkey])\n : +- NativeExchange(distribution=[hash[p_partkey]])\n : +- NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, 'Brand#45'), SEARCH(p_size, Sarg[3, 9, 14, 19, 23, 36, 45, 49]), NOT(LIKE(p_type, 'MEDIUM POLISHED%')))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(and(<>(p_brand, _UTF-16LE'Brand#45':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(OR(OR(OR(OR(=(p_size, 3), =(p_size, 9)), =(p_size, 14)), =(p_size, 19)), =(p_size, 23)), =(p_size, 36)), =(p_size, 45)), =(p_size, 49))), NOT(LIKE(p_type, _UTF-16LE'MEDIUM POLISHED%')))], project=[p_partkey, p_brand, p_type, p_size], metadata=[]]], fields=[p_partkey, p_brand, p_type, p_size])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, supplier, filter=[LIKE(s_comment, _UTF-16LE'%Customer%Complaints%')], project=[s_suppkey, s_comment], metadata=[]]], fields=[s_suppkey, s_comment])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[supplier_cnt DESC, p_brand ASC, p_type ASC, p_size ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Final_COUNT(count$0) AS supplier_cnt])\n +- NativeExchange(distribution=[hash[p_brand, p_type, p_size]])\n +- NativeAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Partial_COUNT(ps_suppkey) AS count$0])\n +- NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- NativeExchange(distribution=[hash[ps_suppkey, p_brand, p_type, p_size]])\n +- NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_suppkey), =(ps_suppkey, s_suppkey))], select=[ps_suppkey, p_brand, p_type, p_size], build=[right])\n :- NativeCalc(select=[ps_suppkey, p_brand, p_type, p_size], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, ps_partkey)], select=[ps_partkey, ps_suppkey, p_partkey, p_brand, p_type, p_size], build=[right])\n : :- NativeExchange(distribution=[hash[ps_partkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey], metadata=[]]], fields=[ps_partkey, ps_suppkey])\n : +- NativeExchange(distribution=[hash[p_partkey]])\n : +- NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, 'Brand#45'), SEARCH(p_size, Sarg[3, 9, 14, 19, 23, 36, 45, 49]), NOT(LIKE(p_type, 'MEDIUM POLISHED%')))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(and(<>(p_brand, _UTF-16LE'Brand#45':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(OR(OR(OR(OR(=(p_size, 3), =(p_size, 9)), =(p_size, 14)), =(p_size, 19)), =(p_size, 23)), =(p_size, 36)), =(p_size, 45)), =(p_size, 49))), NOT(LIKE(p_type, _UTF-16LE'MEDIUM POLISHED%')))], project=[p_partkey, p_brand, p_type, p_size], metadata=[]]], fields=[p_partkey, p_brand, p_type, p_size])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, supplier, filter=[LIKE(s_comment, _UTF-16LE'%Customer%Complaints%')], project=[s_suppkey, s_comment], metadata=[]]], fields=[s_suppkey, s_comment])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$3], sort1=[$0], sort2=[$1], sort3=[$2], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], dir2=[ASC-nulls-first], dir3=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0, 1, 2}], supplier_cnt=[COUNT(DISTINCT $3)])\n +- LogicalProject(p_brand=[$8], p_type=[$9], p_size=[$10], ps_suppkey=[$1])\n +- LogicalFilter(condition=[AND(=($5, $0), <>($8, _UTF-16LE'Brand#45'), NOT(LIKE($9, _UTF-16LE'MEDIUM POLISHED%')), OR(=($10, 49), =($10, 14), =($10, 23), =($10, 45), =($10, 19), =($10, 3), =($10, 36), =($10, 9)), NOT(IN($1, {\nLogicalProject(s_suppkey=[$0])\n LogicalFilter(condition=[LIKE($6, _UTF-16LE'%Customer%Complaints%')])\n LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n})))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[supplier_cnt DESC, p_brand ASC, p_type ASC, p_size ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Final_COUNT(count$0) AS supplier_cnt])\n +- NativeExchange(distribution=[hash[p_brand, p_type, p_size]])\n +- NativeAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Partial_COUNT(ps_suppkey) AS count$0])\n +- NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- NativeExchange(distribution=[hash[ps_suppkey, p_brand, p_type, p_size]])\n +- NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_suppkey), =(ps_suppkey, s_suppkey))], select=[ps_suppkey, p_brand, p_type, p_size], build=[right])\n :- NativeCalc(select=[ps_suppkey, p_brand, p_type, p_size], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, ps_partkey)], select=[ps_partkey, ps_suppkey, p_partkey, p_brand, p_type, p_size], build=[right])\n : :- NativeExchange(distribution=[hash[ps_partkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey], metadata=[]]], fields=[ps_partkey, ps_suppkey])\n : +- NativeExchange(distribution=[hash[p_partkey]])\n : +- NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, 'Brand#45'), SEARCH(p_size, Sarg[3, 9, 14, 19, 23, 36, 45, 49]), NOT(LIKE(p_type, 'MEDIUM POLISHED%')))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(and(<>(p_brand, _UTF-16LE'Brand#45':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(OR(OR(OR(OR(=(p_size, 3), =(p_size, 9)), =(p_size, 14)), =(p_size, 19)), =(p_size, 23)), =(p_size, 36)), =(p_size, 45)), =(p_size, 49))), NOT(LIKE(p_type, _UTF-16LE'MEDIUM POLISHED%')))], project=[p_partkey, p_brand, p_type, p_size], metadata=[]]], fields=[p_partkey, p_brand, p_type, p_size])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, supplier, filter=[LIKE(s_comment, _UTF-16LE'%Customer%Complaints%')], project=[s_suppkey, s_comment], metadata=[]]], fields=[s_suppkey, s_comment])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[supplier_cnt DESC, p_brand ASC, p_type ASC, p_size ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Final_COUNT(count$0) AS supplier_cnt])\n +- NativeExchange(distribution=[hash[p_brand, p_type, p_size]])\n +- NativeAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_size, Partial_COUNT(ps_suppkey) AS count$0])\n +- NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- NativeExchange(distribution=[hash[ps_suppkey, p_brand, p_type, p_size]])\n +- NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppkey, p_brand, p_type, p_size])\n +- NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_suppkey), =(ps_suppkey, s_suppkey))], select=[ps_suppkey, p_brand, p_type, p_size], build=[right])\n :- NativeCalc(select=[ps_suppkey, p_brand, p_type, p_size], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, ps_partkey)], select=[ps_partkey, ps_suppkey, p_partkey, p_brand, p_type, p_size], build=[right])\n : :- NativeExchange(distribution=[hash[ps_partkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey], metadata=[]]], fields=[ps_partkey, ps_suppkey])\n : +- NativeExchange(distribution=[hash[p_partkey]])\n : +- NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, 'Brand#45'), SEARCH(p_size, Sarg[3, 9, 14, 19, 23, 36, 45, 49]), NOT(LIKE(p_type, 'MEDIUM POLISHED%')))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(and(<>(p_brand, _UTF-16LE'Brand#45':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(OR(OR(OR(OR(=(p_size, 3), =(p_size, 9)), =(p_size, 14)), =(p_size, 19)), =(p_size, 23)), =(p_size, 36)), =(p_size, 45)), =(p_size, 49))), NOT(LIKE(p_type, _UTF-16LE'MEDIUM POLISHED%')))], project=[p_partkey, p_brand, p_type, p_size], metadata=[]]], fields=[p_partkey, p_brand, p_type, p_size])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, supplier, filter=[LIKE(s_comment, _UTF-16LE'%Customer%Complaints%')], project=[s_suppkey, s_comment], metadata=[]]], fields=[s_suppkey, s_comment])\n\nStreamFusion batch: 16 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "fcee9ba98b983b1b852ac8325af14d7f", "sourceArrowRows": 1010000, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_si", "recordsIn": 58885, "jobId": "fcee9ba98b983b1b852ac8325af14d7f", "attempt": "0", "subtask": "0", "recordsOut": 17629 }, { "operator": "NativeAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_si", "recordsIn": 59365, "jobId": "fcee9ba98b983b1b852ac8325af14d7f", "attempt": "0", "subtask": "1", "recordsOut": 17643 }, { "operator": "NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppke", "recordsIn": 58576, "jobId": "fcee9ba98b983b1b852ac8325af14d7f", "attempt": "0", "subtask": "0", "recordsOut": 58570 }, { "operator": "NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppke", "recordsIn": 59698, "jobId": "fcee9ba98b983b1b852ac8325af14d7f", "attempt": "0", "subtask": "1", "recordsOut": 59695 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_bra", "recordsIn": 17633, "jobId": "fcee9ba98b983b1b852ac8325af14d7f", "attempt": "0", "subtask": "1", "recordsOut": 9161 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_bra", "recordsIn": 17639, "jobId": "fcee9ba98b983b1b852ac8325af14d7f", "attempt": "0", "subtask": "0", "recordsOut": 9153 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], s", "recordsIn": 58890, "jobId": "fcee9ba98b983b1b852ac8325af14d7f", "attempt": "0", "subtask": "0", "recordsOut": 58885 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], s", "recordsIn": 59375, "jobId": 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"c9b7b77e0810a94459076125bf16ef21", "attempt": "0", "subtask": "1", "recordsOut": 59732 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_sup", "recordsIn": 58596, "jobId": "c9b7b77e0810a94459076125bf16ef21", "attempt": "0", "subtask": "0", "recordsOut": 58576 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_sup", "recordsIn": 59736, "jobId": "c9b7b77e0810a94459076125bf16ef21", "attempt": "0", "subtask": "1", "recordsOut": 59698 }, { "operator": "NativeSort(orderBy=[supplier_cnt DESC, p_brand ASC, p_type ASC, p_size ASC])[114", "recordsIn": 18314, "jobId": "c9b7b77e0810a94459076125bf16ef21", "attempt": "0", "subtask": "0", "recordsOut": 18314 } ] }, { "engine": "stock", "trial": 5, "jobId": "4f7b9ad0ecc9cc3b79f005290b3bba4b", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "aac0a58fb5eaa91ddcae6c2047577730", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "55f209033e34810a91b8bb3693ec9f62", "sourceArrowRows": 1010000, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_si", "recordsIn": 58885, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "0", "recordsOut": 17629 }, { "operator": "NativeAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_si", "recordsIn": 59365, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "1", "recordsOut": 17643 }, { "operator": "NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppke", "recordsIn": 58576, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "0", "recordsOut": 58570 }, { "operator": "NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppke", "recordsIn": 59698, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "1", "recordsOut": 59695 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_bra", "recordsIn": 17633, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "1", "recordsOut": 9161 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_bra", "recordsIn": 17639, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "0", "recordsOut": 9153 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], s", "recordsIn": 58890, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "0", "recordsOut": 58885 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], s", "recordsIn": 59375, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "1", "recordsOut": 59365 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, '", "recordsIn": 0, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, '", "recordsIn": 200000, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "1", "recordsOut": 29581 }, { "operator": "NativeCalc(select=[ps_suppkey, p_brand, p_type, p_size], nativeFunctions=[], jvm", "recordsIn": 58592, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "0", "recordsOut": 58592 }, { "operator": "NativeCalc(select=[ps_suppkey, p_brand, p_type, p_size], nativeFunctions=[], jvm", "recordsIn": 59732, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "1", "recordsOut": 59732 }, { "operator": "NativeCalc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')],", "recordsIn": 0, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')],", "recordsIn": 10000, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, ps_partkey)], select=[ps_pa", "recordsIn": 413152, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "0", "recordsOut": 58592 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, ps_partkey)], select=[ps_pa", "recordsIn": 416429, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "1", "recordsOut": 59732 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_sup", "recordsIn": 58596, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "0", "recordsOut": 58576 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_sup", "recordsIn": 59736, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "1", "recordsOut": 59698 }, { "operator": "NativeSort(orderBy=[supplier_cnt DESC, p_brand ASC, p_type ASC, p_size ASC])[115", "recordsIn": 18314, "jobId": "55f209033e34810a91b8bb3693ec9f62", "attempt": "0", "subtask": "0", "recordsOut": 18314 } ] } ], "resultType": "ROW<`p_brand` STRING, `p_type` STRING, `p_size` INT, `supplier_cnt` BIGINT NOT NULL> NOT NULL", "rows": 18314, "resultSha256": "e0c209d341738c18fecfe5819198f08ba7c037b7611a2ba0f42e41d49bba4077", "stockNanos": [ 603362125, 660280917, 624027625, 508620959, 735633542, 622471750, 517633209 ], "nativeNanos": [ 422978834, 276189041, 250665417, 256513916, 266486125, 279498125, 258368917 ], "stockRuntimeMs": [ 502, 472, 462, 399, 544, 501, 432 ], "nativeRuntimeMs": [ 223, 201, 169, 164, 178, 195, 192 ], "status": "passed", "stockMedianMs": 622.47175, "nativeMedianMs": 266.486125, "speedup": 2.3358505062880854 }, { "query": 17, "sqlSha256": "3bf63af45d8c0120013a1dc302df5a4d7923b12522ed10ce0d251922b118cd4b", "sql": "-- database: presto; groups: tpch; tables: lineitem,part\nSELECT sum(l_extendedprice) / 7.0 AS avg_yearly\nFROM\n lineitem,\n part\nWHERE\n p_partkey = l_partkey\n AND p_brand = 'Brand#23'\n AND p_container = 'MED BOX'\n AND l_quantity < (\n SELECT 0.2 * avg(l_quantity)\n FROM\n lineitem\n WHERE\n l_partkey = p_partkey\n )\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalProject(avg_yearly=[/($0, 7.0:DECIMAL(2, 1))])\n+- LogicalAggregate(group=[{}], agg#0=[SUM($0)])\n +- LogicalProject(l_extendedprice=[$5])\n +- LogicalFilter(condition=[AND(=($16, $1), =($19, _UTF-16LE'Brand#23'), =($22, _UTF-16LE'MED BOX'), <($4, $SCALAR_QUERY({\nLogicalProject(EXPR$0=[*(0.2:DECIMAL(2, 1), $0)])\n LogicalAggregate(group=[{}], agg#0=[AVG($0)])\n LogicalProject(l_quantity=[$4])\n LogicalFilter(condition=[=($1, $cor22.p_partkey)])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})))], variablesSet=[[$cor22]])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nCalc(select=[/($f0, 7.0) AS avg_yearly])\n+- HashAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n +- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])\n +- Calc(select=[l_extendedprice])\n +- HashJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantity, *(0.2, $f1)))], select=[l_quantity, l_extendedprice, p_partkey, l_partkey, $f1], build=[right])\n :- Exchange(distribution=[hash[p_partkey]])\n : +- Calc(select=[l_quantity, l_extendedprice, p_partkey])\n : +- HashJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_partkey, l_quantity, l_extendedprice, p_partkey], isBroadcast=[true], build=[right])\n : :- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_partkey, l_quantity, l_extendedprice], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice])\n : +- Exchange(distribution=[broadcast])\n : +- Calc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container, 'MED BOX'))])\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[p_partkey, p_brand, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_container])\n +- HashAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AVG(sum$0, count$1) AS $f1])\n +- Exchange(distribution=[hash[l_partkey]])\n +- LocalHashAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) AS (sum$0, count$1)])\n +- Calc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[IS NOT NULL(l_partkey)], project=[l_partkey, l_quantity], metadata=[]]], fields=[l_partkey, l_quantity])\n\n== Optimized Execution Plan ==\nCalc(select=[($f0 / 7.0) AS avg_yearly])\n+- HashAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n +- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])\n +- Calc(select=[l_extendedprice])\n +- MultipleInput(readOrder=[1,0], members=[\\nHashJoin(joinType=[InnerJoin], where=[((p_partkey = l_partkey) AND (l_quantity < (0.2 * $f1)))], select=[l_quantity, l_extendedprice, p_partkey, l_partkey, $f1], build=[right])\\n:- [#1] Exchange(distribution=[hash[p_partkey]])\\n+- HashAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AVG(sum$0, count$1) AS $f1])\\n +- [#2] Exchange(distribution=[hash[l_partkey]])\\n])\n :- Exchange(distribution=[hash[p_partkey]])\n : +- Calc(select=[l_quantity, l_extendedprice, p_partkey])\n : +- MultipleInput(readOrder=[1,0], members=[\\nHashJoin(joinType=[InnerJoin], where=[(p_partkey = l_partkey)], select=[l_partkey, l_quantity, l_extendedprice, p_partkey], isBroadcast=[true], build=[right])\\n:- [#1] TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_partkey, l_quantity, l_extendedprice], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice])\\n+- [#2] Exchange(distribution=[broadcast])\\n])\n : :- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_partkey, l_quantity, l_extendedprice], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice])\n : +- Exchange(distribution=[broadcast])\n : +- Calc(select=[p_partkey], where=[((p_brand = 'Brand#23') AND (p_container = 'MED BOX'))])\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[p_partkey, p_brand, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_container])\n +- Exchange(distribution=[hash[l_partkey]])\n +- LocalHashAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) AS (sum$0, count$1)])\n +- Calc(select=[l_partkey, l_quantity], where=[l_partkey IS NOT NULL])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[IS NOT NULL(l_partkey)], project=[l_partkey, l_quantity], metadata=[]]], fields=[l_partkey, l_quantity])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalProject(avg_yearly=[/($0, 7.0:DECIMAL(2, 1))])\n+- LogicalAggregate(group=[{}], agg#0=[SUM($0)])\n +- LogicalProject(l_extendedprice=[$5])\n +- LogicalFilter(condition=[AND(=($16, $1), =($19, _UTF-16LE'Brand#23'), =($22, _UTF-16LE'MED BOX'), <($4, $SCALAR_QUERY({\nLogicalProject(EXPR$0=[*(0.2:DECIMAL(2, 1), $0)])\n LogicalAggregate(group=[{}], agg#0=[AVG($0)])\n LogicalProject(l_quantity=[$4])\n LogicalFilter(condition=[=($1, $cor24.p_partkey)])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})))], variablesSet=[[$cor24]])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=[])\n+- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])\n +- NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantity, *(0.2, $f1)))], select=[l_quantity, l_extendedprice, p_partkey, l_partkey, $f1], build=[right])\n :- NativeExchange(distribution=[hash[p_partkey]])\n : +- NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_partkey, l_quantity, l_extendedprice, p_partkey], isBroadcast=[true], build=[right])\n : :- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_partkey, l_quantity, l_extendedprice], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container, 'MED BOX'))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[p_partkey, p_brand, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_container])\n +- NativeExchange(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AVG(sum$0, count$1) AS $f1])\n +- NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AVG(sum$0, count$1) AS $f1])\n +- NativeExchange(distribution=[hash[l_partkey]])\n +- NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) AS (sum$0, count$1)])\n +- NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[IS NOT NULL(l_partkey)], project=[l_partkey, l_quantity], metadata=[]]], fields=[l_partkey, l_quantity])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=[])\n+- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])\n +- NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantity, *(0.2, $f1)))], select=[l_quantity, l_extendedprice, p_partkey, l_partkey, $f1], build=[right])\n :- NativeExchange(distribution=[hash[p_partkey]])\n : +- NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_partkey, l_quantity, l_extendedprice, p_partkey], isBroadcast=[true], build=[right])\n : :- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_partkey, l_quantity, l_extendedprice], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container, 'MED BOX'))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[p_partkey, p_brand, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_container])\n +- NativeExchange(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AVG(sum$0, count$1) AS $f1])\n +- NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AVG(sum$0, count$1) AS $f1])\n +- NativeExchange(distribution=[hash[l_partkey]])\n +- NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) AS (sum$0, count$1)])\n +- NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[IS NOT NULL(l_partkey)], project=[l_partkey, l_quantity], metadata=[]]], fields=[l_partkey, l_quantity])\n", "admission": "== Abstract Syntax Tree ==\nLogicalProject(avg_yearly=[/($0, 7.0:DECIMAL(2, 1))])\n+- LogicalAggregate(group=[{}], agg#0=[SUM($0)])\n +- LogicalProject(l_extendedprice=[$5])\n +- LogicalFilter(condition=[AND(=($16, $1), =($19, _UTF-16LE'Brand#23'), =($22, _UTF-16LE'MED BOX'), <($4, $SCALAR_QUERY({\nLogicalProject(EXPR$0=[*(0.2:DECIMAL(2, 1), $0)])\n LogicalAggregate(group=[{}], agg#0=[AVG($0)])\n LogicalProject(l_quantity=[$4])\n LogicalFilter(condition=[=($1, $cor25.p_partkey)])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})))], variablesSet=[[$cor25]])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=[])\n+- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])\n +- NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantity, *(0.2, $f1)))], select=[l_quantity, l_extendedprice, p_partkey, l_partkey, $f1], build=[right])\n :- NativeExchange(distribution=[hash[p_partkey]])\n : +- NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_partkey, l_quantity, l_extendedprice, p_partkey], isBroadcast=[true], build=[right])\n : :- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_partkey, l_quantity, l_extendedprice], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container, 'MED BOX'))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[p_partkey, p_brand, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_container])\n +- NativeExchange(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AVG(sum$0, count$1) AS $f1])\n +- NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AVG(sum$0, count$1) AS $f1])\n +- NativeExchange(distribution=[hash[l_partkey]])\n +- NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) AS (sum$0, count$1)])\n +- NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[IS NOT NULL(l_partkey)], project=[l_partkey, l_quantity], metadata=[]]], fields=[l_partkey, l_quantity])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=[])\n+- NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])\n +- NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantity, *(0.2, $f1)))], select=[l_quantity, l_extendedprice, p_partkey, l_partkey, $f1], build=[right])\n :- NativeExchange(distribution=[hash[p_partkey]])\n : +- NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_partkey, l_quantity, l_extendedprice, p_partkey], isBroadcast=[true], build=[right])\n : :- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_partkey, l_quantity, l_extendedprice], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container, 'MED BOX'))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[and(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"))], project=[p_partkey, p_brand, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_container])\n +- NativeExchange(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AVG(sum$0, count$1) AS $f1])\n +- NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AVG(sum$0, count$1) AS $f1])\n +- NativeExchange(distribution=[hash[l_partkey]])\n +- NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) AS (sum$0, count$1)])\n +- NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[IS NOT NULL(l_partkey)], project=[l_partkey, l_quantity], metadata=[]]], fields=[l_partkey, l_quantity])\n\nStreamFusion batch: 15 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "501dac29f34e181c352030dbdddc246a", "sourceArrowRows": 12202430, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 0, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 6001215, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "0", "recordsOut": 200000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 100374, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "1", "recordsOut": 100374 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 99626, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "0", "recordsOut": 99626 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])[11636]", "recordsIn": 2, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[11634]", "recordsIn": 272, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[11634]", "recordsIn": 315, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=", "recordsIn": 1, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[11632]", "recordsIn": 272, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[11632]", "recordsIn": 315, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "1", "recordsOut": 315 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 0, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 6001215, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "0", "recordsOut": 6001215 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 6088, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "1", "recordsOut": 6088 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 0, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 200000, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "1", "recordsOut": 204 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 204, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 6001419, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "1", "recordsOut": 6088 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 102443, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 103645, "jobId": "501dac29f34e181c352030dbdddc246a", "attempt": "0", "subtask": "1", "recordsOut": 315 } ] }, { "engine": "stock", "trial": -3, "jobId": "1fc035556bf847efb4727838f381871c", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "b8531b6f936bdedc2a6f981390fc312a", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "ff7a9e208004cab396e0199af067a3bf", "sourceArrowRows": 12202430, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 0, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 6001215, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "0", "recordsOut": 200000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 100374, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "1", "recordsOut": 100374 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 99626, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "0", "recordsOut": 99626 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])[11711]", "recordsIn": 2, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[11709]", "recordsIn": 272, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[11709]", "recordsIn": 315, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=", "recordsIn": 1, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[11707]", "recordsIn": 272, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[11707]", "recordsIn": 315, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "1", "recordsOut": 315 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 0, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 6001215, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "0", "recordsOut": 6001215 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 6088, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "0", "recordsOut": 6088 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 0, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 200000, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "0", "recordsOut": 204 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 204, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 6001419, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "0", "recordsOut": 6088 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 102443, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 103645, "jobId": "ff7a9e208004cab396e0199af067a3bf", "attempt": "0", "subtask": "1", "recordsOut": 315 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "sourceArrowRows": 12202430, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 0, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 6001215, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "1", "recordsOut": 200000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 100374, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "1", "recordsOut": 100374 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 99626, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "0", "recordsOut": 99626 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])[11744]", "recordsIn": 2, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[11742]", "recordsIn": 272, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[11742]", "recordsIn": 315, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=", "recordsIn": 1, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[11740]", "recordsIn": 272, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[11740]", "recordsIn": 315, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "1", "recordsOut": 315 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 0, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 6001215, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "1", "recordsOut": 6001215 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 6088, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "1", "recordsOut": 6088 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 0, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 200000, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "0", "recordsOut": 204 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 204, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 6001419, "jobId": "62a7a0da8cc62d59e88e835fda05ac46", "attempt": "0", "subtask": "1", "recordsOut": 6088 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 102443, "jobId": 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"NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[12033]", "recordsIn": 272, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[12033]", "recordsIn": 315, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=", "recordsIn": 1, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[12031]", "recordsIn": 272, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[12031]", "recordsIn": 315, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "1", "recordsOut": 315 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 0, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 6001215, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "1", "recordsOut": 6001215 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 6088, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "0", "recordsOut": 6088 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 0, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 200000, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "1", "recordsOut": 204 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 204, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 6001419, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "0", "recordsOut": 6088 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 102443, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 103645, "jobId": "561582a81eae99e4fcfa5f808b00d751", "attempt": "0", "subtask": "1", "recordsOut": 315 } ] }, { "engine": "streamfusion", "trial": 5, "jobId": "ef2b1de985d494f0482403089505abd6", "sourceArrowRows": 12202430, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 0, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 6001215, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "0", "recordsOut": 200000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 100374, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "1", "recordsOut": 100374 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 99626, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "0", "recordsOut": 99626 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])[12068]", "recordsIn": 2, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[12066]", "recordsIn": 272, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[12066]", "recordsIn": 315, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=", "recordsIn": 1, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[12064]", "recordsIn": 272, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[12064]", "recordsIn": 315, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "1", "recordsOut": 315 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 0, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 6001215, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "0", "recordsOut": 6001215 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 6088, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "1", "recordsOut": 6088 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 0, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 200000, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "0", "recordsOut": 204 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 204, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 6001419, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "1", "recordsOut": 6088 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 102443, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 103645, "jobId": "ef2b1de985d494f0482403089505abd6", "attempt": "0", "subtask": "1", "recordsOut": 315 } ] }, { "engine": "stock", "trial": 5, "jobId": "8f86825c0d88c5e62dee7e325e44e0d1", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "b13bf880fcd8a95c39d11d4e77bc4ca6", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "sourceArrowRows": 12202430, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 0, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 6001215, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "0", "recordsOut": 200000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 100374, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "1", "recordsOut": 100374 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 99626, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "0", "recordsOut": 99626 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])[12143]", "recordsIn": 2, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[12141]", "recordsIn": 272, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[12141]", "recordsIn": 315, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=", "recordsIn": 1, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[12139]", "recordsIn": 272, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[12139]", "recordsIn": 315, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "1", "recordsOut": 315 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 0, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 6001215, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "0", "recordsOut": 6001215 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 6088, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "0", "recordsOut": 6088 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 0, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 200000, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "1", "recordsOut": 204 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 204, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 6001419, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "0", "recordsOut": 6088 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 102443, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 103645, "jobId": "36f92974a63ff52717129e60fdcf4ec2", "attempt": "0", "subtask": "1", "recordsOut": 315 } ] } ], "resultType": "ROW<`avg_yearly` DECIMAL(38, 6)> NOT NULL", "rows": 1, "resultSha256": "5dbfa0d0ab5e784baa6c87e36b44b519565752ffe24c0b91d347ebdf34376e94", "stockNanos": [ 2872782709, 3375756750, 2967093584, 3237209417, 3476600917, 3583767000, 2838824083 ], "nativeNanos": [ 1238998875, 1222673709, 1224922667, 1235751250, 1446150958, 1213627250, 1241471709 ], "stockRuntimeMs": [ 2715, 3224, 2833, 3166, 943142, 3443, 2748 ], "nativeRuntimeMs": [ 1125, 1088, 1122, 1112, 1322, 1084, 1115 ], "status": "passed", "stockMedianMs": 3237.209417, "nativeMedianMs": 1235.75125, "speedup": 2.619628680933966 }, { "query": 18, "sqlSha256": "99f8f2933f20acf8a17b3886cfd40418749d8a33cb33d126b11cf9e465f393d4", "sql": "-- database: presto; groups: tpch, big_query; tables: customer,orders,lineitem\nSELECT\n c_name,\n c_custkey,\n o_orderkey,\n o_orderdate,\n o_totalprice,\n sum(l_quantity)\nFROM\n customer,\n orders,\n lineitem\nWHERE\n o_orderkey IN (\n SELECT l_orderkey\n FROM\n lineitem\n GROUP BY\n l_orderkey\n HAVING\n sum(l_quantity) > 300\n )\n AND c_custkey = o_custkey\n AND o_orderkey = l_orderkey\nGROUP BY\n c_name,\n c_custkey,\n o_orderkey,\n o_orderdate,\n o_totalprice\nORDER BY\n o_totalprice DESC,\n o_orderdate\nLIMIT 100\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$4], sort1=[$3], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], fetch=[100])\n+- LogicalAggregate(group=[{0, 1, 2, 3, 4}], EXPR$5=[SUM($5)])\n +- LogicalProject(c_name=[$1], c_custkey=[$0], o_orderkey=[$8], o_orderdate=[$12], o_totalprice=[$11], l_quantity=[$21])\n +- LogicalFilter(condition=[AND(IN($8, {\nLogicalProject(l_orderkey=[$0])\n LogicalFilter(condition=[>($1, 300)])\n LogicalAggregate(group=[{0}], agg#0=[SUM($1)])\n LogicalProject(l_orderkey=[$0], l_quantity=[$4])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n}), =($0, $9), =($8, $17))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nCalc(select=[c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, EXPR$5])\n+- SortLimit(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[true])\n +- Exchange(distribution=[single])\n +- SortLimit(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[false])\n +- HashAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, SUM(l_quantity) AS EXPR$5])\n +- Calc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_quantity])\n +- HashJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_orderkey, l_quantity], build=[left])\n :- HashJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], build=[right])\n : :- Exchange(distribution=[hash[o_orderkey]])\n : : +- Calc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate])\n : : +- HashJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_name, o_orderkey, o_custkey, o_totalprice, o_orderdate], build=[left])\n : : :- Exchange(distribution=[hash[c_custkey]])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name], metadata=[]]], fields=[c_custkey, c_name])\n : : +- Exchange(distribution=[hash[o_custkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey, o_totalprice, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_totalprice, o_orderdate])\n : +- Calc(select=[l_orderkey], where=[>($f1, 300)])\n : +- HashAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_SUM(sum$0) AS $f1])\n : +- Exchange(distribution=[hash[l_orderkey]])\n : +- LocalHashAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity) AS sum$0])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_quantity], metadata=[]]], fields=[l_orderkey, l_quantity])\n +- Exchange(distribution=[hash[l_orderkey]])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_quantity], metadata=[]]], fields=[l_orderkey, l_quantity])\n\n== Optimized Execution Plan ==\nCalc(select=[c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, EXPR$5])\n+- SortLimit(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[true])\n +- Exchange(distribution=[single])\n +- SortLimit(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[false])\n +- HashAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, SUM(l_quantity) AS EXPR$5])\n +- Exchange(distribution=[keep_input_as_is[hash[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate]]])\n +- Calc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_quantity])\n +- Exchange(distribution=[keep_input_as_is[hash[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate]]])\n +- MultipleInput(readOrder=[2,1,0], members=[\\nHashJoin(joinType=[InnerJoin], where=[(o_orderkey = l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_orderkey, l_quantity], build=[left])\\n:- HashJoin(joinType=[LeftSemiJoin], where=[(o_orderkey = l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], build=[right])\\n: :- [#2] Exchange(distribution=[hash[o_orderkey]])\\n: +- Calc(select=[l_orderkey], where=[($f1 > 300)])\\n: +- HashAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_SUM(sum$0) AS $f1])\\n: +- [#3] Exchange(distribution=[hash[l_orderkey]])\\n+- [#1] Exchange(distribution=[hash[l_orderkey]])\\n])\n :- Exchange(distribution=[hash[l_orderkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_quantity], metadata=[]]], fields=[l_orderkey, l_quantity])(reuse_id=[1])\n :- Exchange(distribution=[hash[o_orderkey]])\n : +- Calc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate])\n : +- AdaptiveJoin(originalJoin=[ShuffleHashJoin], joinType=[InnerJoin], where=[(c_custkey = o_custkey)], select=[c_custkey, c_name, o_orderkey, o_custkey, o_totalprice, o_orderdate], build=[left])\n : :- Exchange(distribution=[hash[c_custkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name], metadata=[]]], fields=[c_custkey, c_name])\n : +- Exchange(distribution=[hash[o_custkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey, o_totalprice, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_totalprice, o_orderdate])\n +- Exchange(distribution=[hash[l_orderkey]])\n +- LocalHashAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity) AS sum$0])\n +- Reused(reference_id=[1])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$4], sort1=[$3], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], fetch=[100])\n+- LogicalAggregate(group=[{0, 1, 2, 3, 4}], EXPR$5=[SUM($5)])\n +- LogicalProject(c_name=[$1], c_custkey=[$0], o_orderkey=[$8], o_orderdate=[$12], o_totalprice=[$11], l_quantity=[$21])\n +- LogicalFilter(condition=[AND(IN($8, {\nLogicalProject(l_orderkey=[$0])\n LogicalFilter(condition=[>($1, 300)])\n LogicalAggregate(group=[{0}], agg#0=[SUM($1)])\n LogicalProject(l_orderkey=[$0], l_quantity=[$4])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n}), =($0, $9), =($8, $17))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, EXPR$5], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[false])\n +- NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, SUM(l_quantity) AS EXPR$5])\n +- NativeExchange(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_quantity], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_quantity], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_orderkey, l_quantity], build=[left])\n :- NativeExchange(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], build=[right])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], build=[right])\n : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : +- NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_name, o_orderkey, o_custkey, o_totalprice, o_orderdate], build=[left])\n : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name], metadata=[]]], fields=[c_custkey, c_name])\n : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey, o_totalprice, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_totalprice, o_orderdate])\n : +- NativeExchange(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunctions=[])\n : +- NativeCalc(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunctions=[])\n : +- NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_SUM(sum$0) AS $f1])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity) AS sum$0])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_quantity], metadata=[]]], fields=[l_orderkey, l_quantity])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_quantity], metadata=[]]], fields=[l_orderkey, l_quantity])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, EXPR$5], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[false])\n +- NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, SUM(l_quantity) AS EXPR$5])\n +- NativeExchange(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_quantity], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_quantity], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_orderkey, l_quantity], build=[left])\n :- NativeExchange(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], build=[right])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], build=[right])\n : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : +- NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_name, o_orderkey, o_custkey, o_totalprice, o_orderdate], build=[left])\n : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name], metadata=[]]], fields=[c_custkey, c_name])\n : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey, o_totalprice, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_totalprice, o_orderdate])\n : +- NativeExchange(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunctions=[])\n : +- NativeCalc(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunctions=[])\n : +- NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_SUM(sum$0) AS $f1])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity) AS sum$0])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_quantity], metadata=[]]], fields=[l_orderkey, l_quantity])(reuse_id=[1])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- RowDataToArrow\n +- Reused(reference_id=[1])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$4], sort1=[$3], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], fetch=[100])\n+- LogicalAggregate(group=[{0, 1, 2, 3, 4}], EXPR$5=[SUM($5)])\n +- LogicalProject(c_name=[$1], c_custkey=[$0], o_orderkey=[$8], o_orderdate=[$12], o_totalprice=[$11], l_quantity=[$21])\n +- LogicalFilter(condition=[AND(IN($8, {\nLogicalProject(l_orderkey=[$0])\n LogicalFilter(condition=[>($1, 300)])\n LogicalAggregate(group=[{0}], agg#0=[SUM($1)])\n LogicalProject(l_orderkey=[$0], l_quantity=[$4])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n}), =($0, $9), =($8, $17))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n\n== Optimized Physical Plan ==\nNativeCalc(select=[c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, EXPR$5], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[false])\n +- NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, SUM(l_quantity) AS EXPR$5])\n +- NativeExchange(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_quantity], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_quantity], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_orderkey, l_quantity], build=[left])\n :- NativeExchange(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], build=[right])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], build=[right])\n : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : +- NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_name, o_orderkey, o_custkey, o_totalprice, o_orderdate], build=[left])\n : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name], metadata=[]]], fields=[c_custkey, c_name])\n : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey, o_totalprice, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_totalprice, o_orderdate])\n : +- NativeExchange(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunctions=[])\n : +- NativeCalc(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunctions=[])\n : +- NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_SUM(sum$0) AS $f1])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity) AS sum$0])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_quantity], metadata=[]]], fields=[l_orderkey, l_quantity])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_quantity], metadata=[]]], fields=[l_orderkey, l_quantity])\n\n== Optimized Execution Plan ==\nNativeCalc(select=[c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, EXPR$5], nativeFunctions=[], jvmFunctions=[])\n+- NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[true])\n +- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100], global=[false])\n +- NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, SUM(l_quantity) AS EXPR$5])\n +- NativeExchange(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_quantity], nativeFunctions=[], jvmFunctions=[])\n +- NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_quantity], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_orderkey, l_quantity], build=[left])\n :- NativeExchange(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], build=[right])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], build=[right])\n : :- NativeExchange(distribution=[hash[o_orderkey]])\n : : +- NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_custkey, c_name, o_orderkey, o_custkey, o_totalprice, o_orderdate], build=[left])\n : : :- NativeExchange(distribution=[hash[c_custkey]])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, customer, project=[c_custkey, c_name], metadata=[]]], fields=[c_custkey, c_name])\n : : +- NativeExchange(distribution=[hash[o_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_custkey, o_totalprice, o_orderdate], metadata=[]]], fields=[o_orderkey, o_custkey, o_totalprice, o_orderdate])\n : +- NativeExchange(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunctions=[])\n : +- NativeCalc(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunctions=[])\n : +- NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_SUM(sum$0) AS $f1])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity) AS sum$0])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_quantity], metadata=[]]], fields=[l_orderkey, l_quantity])(reuse_id=[1])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- RowDataToArrow\n +- Reused(reference_id=[1])\n\nStreamFusion batch: 18 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "sourceArrowRows": 7651215, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity", "recordsIn": 0, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity", "recordsIn": 6001215, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "1", "recordsOut": 1500000 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_total", "recordsIn": 196, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "1", "recordsOut": 28 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_total", "recordsIn": 203, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "0", "recordsOut": 29 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_", "recordsIn": 748859, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "0", "recordsOut": 748859 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_", "recordsIn": 751141, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "1", "recordsOut": 751141 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_q", "recordsIn": 182, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "0", "recordsOut": 182 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_q", "recordsIn": 217, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "1", "recordsOut": 217 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], na", "recordsIn": 747244, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "0", "recordsOut": 747244 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], na", "recordsIn": 752756, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "1", "recordsOut": 752756 }, { "operator": "NativeCalc(select=[c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, EXP", "recordsIn": 57, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "0", "recordsOut": 57 }, { "operator": "NativeCalc(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunc", "recordsIn": 748859, "jobId": "0d733c257e3742c1a3b3c797289b64e6", "attempt": "0", "subtask": "0", "recordsOut": 92 }, { "operator": 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select=[c_cu", "recordsIn": 3004736, "jobId": "03ab711119744d9678d7aedf0e3c87ee", "attempt": "0", "subtask": "1", "recordsOut": 217 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c", "recordsIn": 748885, "jobId": "03ab711119744d9678d7aedf0e3c87ee", "attempt": "0", "subtask": "0", "recordsOut": 26 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c", "recordsIn": 751172, "jobId": "03ab711119744d9678d7aedf0e3c87ee", "attempt": "0", "subtask": "1", "recordsOut": 31 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 28, "jobId": "03ab711119744d9678d7aedf0e3c87ee", "attempt": "0", "subtask": "1", "recordsOut": 28 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 29, "jobId": "03ab711119744d9678d7aedf0e3c87ee", "attempt": "0", "subtask": "0", "recordsOut": 29 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 57, "jobId": "03ab711119744d9678d7aedf0e3c87ee", "attempt": "0", "subtask": "0", "recordsOut": 57 } ] } ], "resultType": "ROW<`c_name` STRING, `c_custkey` BIGINT, `o_orderkey` BIGINT, `o_orderdate` DATE, `o_totalprice` DECIMAL(15, 2), `EXPR$5` DECIMAL(38, 2)> NOT NULL", "rows": 57, "resultSha256": "6c892b0ff9f06e41237ceb0e9ca40161fe35678031b5840140eebc82a3a92e39", "stockNanos": [ 4717382834, 4732392583, 4525114625, 4716343500, 4175298459, 4515390292, 4395699709 ], "nativeNanos": [ 1565151209, 1440117375, 1426925000, 1433308708, 1462659000, 1439169583, 1453057875 ], "stockRuntimeMs": [ 4530, 4549, 4367, 4560, 4060, 4349, 4264 ], "nativeRuntimeMs": [ 1406, 1320, 1373, 1349, 1404, 1350, 1387 ], "status": "passed", "stockMedianMs": 4525.114625, "nativeMedianMs": 1440.117375, "speedup": 3.142184591030297 }, { "query": 19, "sqlSha256": "8428fa6c46796c312c1eb99ff458dbd4587c201a5ebb7ed31208e68e34f42e5b", "sql": "-- database: presto; groups: tpch; tables: lineitem,part\nSELECT sum(l_extendedprice * (1 - l_discount)) AS revenue\nFROM\n lineitem,\n part\nWHERE\n (\n p_partkey = l_partkey\n AND p_brand = 'Brand#12'\n AND p_container IN ('SM CASE', 'SM BOX', 'SM PACK', 'SM PKG')\n AND l_quantity >= 1 AND l_quantity <= 1 + 10\n AND p_size BETWEEN 1 AND 5\n AND l_shipmode IN ('AIR', 'AIR REG')\n AND l_shipinstruct = 'DELIVER IN PERSON'\n )\n OR\n (\n p_partkey = l_partkey\n AND p_brand = 'Brand#23'\n AND p_container IN ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK')\n AND l_quantity >= 10 AND l_quantity <= 10 + 10\n AND p_size BETWEEN 1 AND 10\n AND l_shipmode IN ('AIR', 'AIR REG')\n AND l_shipinstruct = 'DELIVER IN PERSON'\n )\n OR\n (\n p_partkey = l_partkey\n AND p_brand = 'Brand#34'\n AND p_container IN ('LG CASE', 'LG BOX', 'LG PACK', 'LG PKG')\n AND l_quantity >= 20 AND l_quantity <= 20 + 10\n AND p_size BETWEEN 1 AND 15\n AND l_shipmode IN ('AIR', 'AIR REG')\n AND l_shipinstruct = 'DELIVER IN PERSON'\n )\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalAggregate(group=[{}], revenue=[SUM($0)])\n+- LogicalProject($f0=[*($5, -(1, $6))])\n +- LogicalFilter(condition=[OR(AND(=($16, $1), =($19, _UTF-16LE'Brand#12'), OR(=($22, _UTF-16LE'SM CASE'), =($22, _UTF-16LE'SM BOX'), =($22, _UTF-16LE'SM PACK'), =($22, _UTF-16LE'SM PKG')), >=($4, 1), <=($4, +(1, 10)), >=($21, 1), <=($21, 5), OR(=($14, _UTF-16LE'AIR'), =($14, _UTF-16LE'AIR REG')), =($13, _UTF-16LE'DELIVER IN PERSON')), AND(=($16, $1), =($19, _UTF-16LE'Brand#23'), OR(=($22, _UTF-16LE'MED BAG'), =($22, _UTF-16LE'MED BOX'), =($22, _UTF-16LE'MED PKG'), =($22, _UTF-16LE'MED PACK')), >=($4, 10), <=($4, +(10, 10)), >=($21, 1), <=($21, 10), OR(=($14, _UTF-16LE'AIR'), =($14, _UTF-16LE'AIR REG')), =($13, _UTF-16LE'DELIVER IN PERSON')), AND(=($16, $1), =($19, _UTF-16LE'Brand#34'), OR(=($22, _UTF-16LE'LG CASE'), =($22, _UTF-16LE'LG BOX'), =($22, _UTF-16LE'LG PACK'), =($22, _UTF-16LE'LG PKG')), >=($4, 20), <=($4, +(20, 10)), >=($21, 1), <=($21, 15), OR(=($14, _UTF-16LE'AIR'), =($14, _UTF-16LE'AIR REG')), =($13, _UTF-16LE'DELIVER IN PERSON')))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nHashAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- Calc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0])\n +- HashJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_brand, 'Brand#12'), SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']), SEARCH(l_quantity, Sarg[[1..11]]), SEARCH(p_size, Sarg[[1..5]])), AND(=(p_brand, 'Brand#23'), SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']), SEARCH(l_quantity, Sarg[[10..20]]), SEARCH(p_size, Sarg[[1..10]])), AND(=(p_brand, 'Brand#34'), SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']), SEARCH(l_quantity, Sarg[[20..30]]), SEARCH(p_size, Sarg[[1..15]]))))], select=[l_partkey, l_quantity, l_extendedprice, l_discount, p_partkey, p_brand, p_size, p_container], isBroadcast=[true], build=[right])\n :- Calc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[AND(SEARCH(l_shipmode, Sarg[_UTF-16LE'AIR', _UTF-16LE'AIR REG']), =(l_shipinstruct, 'DELIVER IN PERSON'), SEARCH(l_quantity, Sarg[[1..30]]))])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(OR(=(l_shipmode, _UTF-16LE'AIR':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(l_shipmode, _UTF-16LE'AIR REG':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(l_shipinstruct, _UTF-16LE'DELIVER IN PERSON':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")), AND(>=(l_quantity, 1), <=(l_quantity, 30)))], project=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode])\n +- Exchange(distribution=[broadcast])\n +- Calc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_brand, 'Brand#12'), SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']), SEARCH(p_size, Sarg[[1..5]])), AND(=(p_brand, 'Brand#23'), SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']), SEARCH(p_size, Sarg[[1..10]])), AND(=(p_brand, 'Brand#34'), SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']), SEARCH(p_size, Sarg[[1..15]])))])\n +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[OR(OR(AND(AND(=(p_brand, _UTF-16LE'Brand#12':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'SM BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'SM CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 5))), AND(AND(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'MED BAG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PACK':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PKG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 10)))), AND(AND(=(p_brand, _UTF-16LE'Brand#34':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'LG BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'LG CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 15))))], project=[p_partkey, p_brand, p_size, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_size, p_container])\n\n== Optimized Execution Plan ==\nHashAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- Calc(select=[(l_extendedprice * (1 - l_discount)) AS $f0])\n +- MultipleInput(readOrder=[0,1], members=[\\nHashJoin(joinType=[InnerJoin], where=[((p_partkey = l_partkey) AND (((p_brand = 'Brand#12') AND SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']) AND SEARCH(l_quantity, Sarg[[1..11]]) AND SEARCH(p_size, Sarg[[1..5]])) OR ((p_brand = 'Brand#23') AND SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']) AND SEARCH(l_quantity, Sarg[[10..20]]) AND SEARCH(p_size, Sarg[[1..10]])) OR ((p_brand = 'Brand#34') AND SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']) AND SEARCH(l_quantity, Sarg[[20..30]]) AND SEARCH(p_size, Sarg[[1..15]]))))], select=[l_partkey, l_quantity, l_extendedprice, l_discount, p_partkey, p_brand, p_size, p_container], isBroadcast=[true], build=[right])\\n:- Calc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[(SEARCH(l_shipmode, Sarg[_UTF-16LE'AIR', _UTF-16LE'AIR REG']) AND (l_shipinstruct = 'DELIVER IN PERSON') AND SEARCH(l_quantity, Sarg[[1..30]]))])\\n: +- [#2] TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(OR(=(l_shipmode, _UTF-16LE'AIR':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(l_shipmode, _UTF-16LE'AIR REG':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(l_shipinstruct, _UTF-16LE'DELIVER IN PERSON':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")), AND(>=(l_quantity, 1), <=(l_quantity, 30)))], project=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Exchange(distribution=[broadcast])\n : +- Calc(select=[p_partkey, p_brand, p_size, p_container], where=[(((p_brand = 'Brand#12') AND SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']) AND SEARCH(p_size, Sarg[[1..5]])) OR ((p_brand = 'Brand#23') AND SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']) AND SEARCH(p_size, Sarg[[1..10]])) OR ((p_brand = 'Brand#34') AND SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']) AND SEARCH(p_size, Sarg[[1..15]])))])\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[OR(OR(AND(AND(=(p_brand, _UTF-16LE'Brand#12':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'SM BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'SM CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 5))), AND(AND(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'MED BAG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PACK':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PKG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 10)))), AND(AND(=(p_brand, _UTF-16LE'Brand#34':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'LG BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'LG CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 15))))], project=[p_partkey, p_brand, p_size, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_size, p_container])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(OR(=(l_shipmode, _UTF-16LE'AIR':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(l_shipmode, _UTF-16LE'AIR REG':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(l_shipinstruct, _UTF-16LE'DELIVER IN PERSON':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")), AND(>=(l_quantity, 1), <=(l_quantity, 30)))], project=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalAggregate(group=[{}], revenue=[SUM($0)])\n+- LogicalProject($f0=[*($5, -(1, $6))])\n +- LogicalFilter(condition=[OR(AND(=($16, $1), =($19, _UTF-16LE'Brand#12'), OR(=($22, _UTF-16LE'SM CASE'), =($22, _UTF-16LE'SM BOX'), =($22, _UTF-16LE'SM PACK'), =($22, _UTF-16LE'SM PKG')), >=($4, 1), <=($4, +(1, 10)), >=($21, 1), <=($21, 5), OR(=($14, _UTF-16LE'AIR'), =($14, _UTF-16LE'AIR REG')), =($13, _UTF-16LE'DELIVER IN PERSON')), AND(=($16, $1), =($19, _UTF-16LE'Brand#23'), OR(=($22, _UTF-16LE'MED BAG'), =($22, _UTF-16LE'MED BOX'), =($22, _UTF-16LE'MED PKG'), =($22, _UTF-16LE'MED PACK')), >=($4, 10), <=($4, +(10, 10)), >=($21, 1), <=($21, 10), OR(=($14, _UTF-16LE'AIR'), =($14, _UTF-16LE'AIR REG')), =($13, _UTF-16LE'DELIVER IN PERSON')), AND(=($16, $1), =($19, _UTF-16LE'Brand#34'), OR(=($22, _UTF-16LE'LG CASE'), =($22, _UTF-16LE'LG BOX'), =($22, _UTF-16LE'LG PACK'), =($22, _UTF-16LE'LG PKG')), >=($4, 20), <=($4, +(20, 10)), >=($21, 1), <=($21, 15), OR(=($14, _UTF-16LE'AIR'), =($14, _UTF-16LE'AIR REG')), =($13, _UTF-16LE'DELIVER IN PERSON')))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nNativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_brand, 'Brand#12'), SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']), SEARCH(l_quantity, Sarg[[1..11]]), SEARCH(p_size, Sarg[[1..5]])), AND(=(p_brand, 'Brand#23'), SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']), SEARCH(l_quantity, Sarg[[10..20]]), SEARCH(p_size, Sarg[[1..10]])), AND(=(p_brand, 'Brand#34'), SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']), SEARCH(l_quantity, Sarg[[20..30]]), SEARCH(p_size, Sarg[[1..15]]))))], select=[l_partkey, l_quantity, l_extendedprice, l_discount, p_partkey, p_brand, p_size, p_container], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[AND(SEARCH(l_shipmode, Sarg[_UTF-16LE'AIR', _UTF-16LE'AIR REG']), =(l_shipinstruct, 'DELIVER IN PERSON'), SEARCH(l_quantity, Sarg[[1..30]]))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(OR(=(l_shipmode, _UTF-16LE'AIR':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(l_shipmode, _UTF-16LE'AIR REG':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(l_shipinstruct, _UTF-16LE'DELIVER IN PERSON':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")), AND(>=(l_quantity, 1), <=(l_quantity, 30)))], project=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_brand, 'Brand#12'), SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']), SEARCH(p_size, Sarg[[1..5]])), AND(=(p_brand, 'Brand#23'), SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']), SEARCH(p_size, Sarg[[1..10]])), AND(=(p_brand, 'Brand#34'), SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']), SEARCH(p_size, Sarg[[1..15]])))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[OR(OR(AND(AND(=(p_brand, _UTF-16LE'Brand#12':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'SM BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'SM CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 5))), AND(AND(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'MED BAG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PACK':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PKG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 10)))), AND(AND(=(p_brand, _UTF-16LE'Brand#34':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'LG BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'LG CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 15))))], project=[p_partkey, p_brand, p_size, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_size, p_container])\n\n== Optimized Execution Plan ==\nNativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_brand, 'Brand#12'), SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']), SEARCH(l_quantity, Sarg[[1..11]]), SEARCH(p_size, Sarg[[1..5]])), AND(=(p_brand, 'Brand#23'), SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']), SEARCH(l_quantity, Sarg[[10..20]]), SEARCH(p_size, Sarg[[1..10]])), AND(=(p_brand, 'Brand#34'), SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']), SEARCH(l_quantity, Sarg[[20..30]]), SEARCH(p_size, Sarg[[1..15]]))))], select=[l_partkey, l_quantity, l_extendedprice, l_discount, p_partkey, p_brand, p_size, p_container], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[AND(SEARCH(l_shipmode, Sarg[_UTF-16LE'AIR', _UTF-16LE'AIR REG']), =(l_shipinstruct, 'DELIVER IN PERSON'), SEARCH(l_quantity, Sarg[[1..30]]))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(OR(=(l_shipmode, _UTF-16LE'AIR':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(l_shipmode, _UTF-16LE'AIR REG':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(l_shipinstruct, _UTF-16LE'DELIVER IN PERSON':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")), AND(>=(l_quantity, 1), <=(l_quantity, 30)))], project=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_brand, 'Brand#12'), SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']), SEARCH(p_size, Sarg[[1..5]])), AND(=(p_brand, 'Brand#23'), SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']), SEARCH(p_size, Sarg[[1..10]])), AND(=(p_brand, 'Brand#34'), SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']), SEARCH(p_size, Sarg[[1..15]])))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[OR(OR(AND(AND(=(p_brand, _UTF-16LE'Brand#12':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'SM BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'SM CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 5))), AND(AND(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'MED BAG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PACK':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PKG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 10)))), AND(AND(=(p_brand, _UTF-16LE'Brand#34':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'LG BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'LG CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 15))))], project=[p_partkey, p_brand, p_size, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_size, p_container])\n", "admission": "== Abstract Syntax Tree ==\nLogicalAggregate(group=[{}], revenue=[SUM($0)])\n+- LogicalProject($f0=[*($5, -(1, $6))])\n +- LogicalFilter(condition=[OR(AND(=($16, $1), =($19, _UTF-16LE'Brand#12'), OR(=($22, _UTF-16LE'SM CASE'), =($22, _UTF-16LE'SM BOX'), =($22, _UTF-16LE'SM PACK'), =($22, _UTF-16LE'SM PKG')), >=($4, 1), <=($4, +(1, 10)), >=($21, 1), <=($21, 5), OR(=($14, _UTF-16LE'AIR'), =($14, _UTF-16LE'AIR REG')), =($13, _UTF-16LE'DELIVER IN PERSON')), AND(=($16, $1), =($19, _UTF-16LE'Brand#23'), OR(=($22, _UTF-16LE'MED BAG'), =($22, _UTF-16LE'MED BOX'), =($22, _UTF-16LE'MED PKG'), =($22, _UTF-16LE'MED PACK')), >=($4, 10), <=($4, +(10, 10)), >=($21, 1), <=($21, 10), OR(=($14, _UTF-16LE'AIR'), =($14, _UTF-16LE'AIR REG')), =($13, _UTF-16LE'DELIVER IN PERSON')), AND(=($16, $1), =($19, _UTF-16LE'Brand#34'), OR(=($22, _UTF-16LE'LG CASE'), =($22, _UTF-16LE'LG BOX'), =($22, _UTF-16LE'LG PACK'), =($22, _UTF-16LE'LG PKG')), >=($4, 20), <=($4, +(20, 10)), >=($21, 1), <=($21, 15), OR(=($14, _UTF-16LE'AIR'), =($14, _UTF-16LE'AIR REG')), =($13, _UTF-16LE'DELIVER IN PERSON')))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n +- LogicalTableScan(table=[[default_catalog, default_database, part]])\n\n== Optimized Physical Plan ==\nNativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_brand, 'Brand#12'), SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']), SEARCH(l_quantity, Sarg[[1..11]]), SEARCH(p_size, Sarg[[1..5]])), AND(=(p_brand, 'Brand#23'), SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']), SEARCH(l_quantity, Sarg[[10..20]]), SEARCH(p_size, Sarg[[1..10]])), AND(=(p_brand, 'Brand#34'), SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']), SEARCH(l_quantity, Sarg[[20..30]]), SEARCH(p_size, Sarg[[1..15]]))))], select=[l_partkey, l_quantity, l_extendedprice, l_discount, p_partkey, p_brand, p_size, p_container], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[AND(SEARCH(l_shipmode, Sarg[_UTF-16LE'AIR', _UTF-16LE'AIR REG']), =(l_shipinstruct, 'DELIVER IN PERSON'), SEARCH(l_quantity, Sarg[[1..30]]))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(OR(=(l_shipmode, _UTF-16LE'AIR':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(l_shipmode, _UTF-16LE'AIR REG':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(l_shipinstruct, _UTF-16LE'DELIVER IN PERSON':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")), AND(>=(l_quantity, 1), <=(l_quantity, 30)))], project=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_brand, 'Brand#12'), SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']), SEARCH(p_size, Sarg[[1..5]])), AND(=(p_brand, 'Brand#23'), SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']), SEARCH(p_size, Sarg[[1..10]])), AND(=(p_brand, 'Brand#34'), SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']), SEARCH(p_size, Sarg[[1..15]])))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[OR(OR(AND(AND(=(p_brand, _UTF-16LE'Brand#12':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'SM BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'SM CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 5))), AND(AND(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'MED BAG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PACK':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PKG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 10)))), AND(AND(=(p_brand, _UTF-16LE'Brand#34':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'LG BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'LG CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 15))))], project=[p_partkey, p_brand, p_size, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_size, p_container])\n\n== Optimized Execution Plan ==\nNativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_SUM($f0) AS sum$0])\n +- NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_brand, 'Brand#12'), SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']), SEARCH(l_quantity, Sarg[[1..11]]), SEARCH(p_size, Sarg[[1..5]])), AND(=(p_brand, 'Brand#23'), SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']), SEARCH(l_quantity, Sarg[[10..20]]), SEARCH(p_size, Sarg[[1..10]])), AND(=(p_brand, 'Brand#34'), SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']), SEARCH(l_quantity, Sarg[[20..30]]), SEARCH(p_size, Sarg[[1..15]]))))], select=[l_partkey, l_quantity, l_extendedprice, l_discount, p_partkey, p_brand, p_size, p_container], isBroadcast=[true], build=[right])\n :- NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[AND(SEARCH(l_shipmode, Sarg[_UTF-16LE'AIR', _UTF-16LE'AIR REG']), =(l_shipinstruct, 'DELIVER IN PERSON'), SEARCH(l_quantity, Sarg[[1..30]]))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(OR(=(l_shipmode, _UTF-16LE'AIR':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(l_shipmode, _UTF-16LE'AIR REG':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(l_shipinstruct, _UTF-16LE'DELIVER IN PERSON':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")), AND(>=(l_quantity, 1), <=(l_quantity, 30)))], project=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode], metadata=[]]], fields=[l_partkey, l_quantity, l_extendedprice, l_discount, l_shipinstruct, l_shipmode])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_brand, 'Brand#12'), SEARCH(p_container, Sarg[_UTF-16LE'SM BOX', _UTF-16LE'SM CASE', _UTF-16LE'SM PACK', _UTF-16LE'SM PKG']), SEARCH(p_size, Sarg[[1..5]])), AND(=(p_brand, 'Brand#23'), SEARCH(p_container, Sarg[_UTF-16LE'MED BAG', _UTF-16LE'MED BOX', _UTF-16LE'MED PACK', _UTF-16LE'MED PKG']), SEARCH(p_size, Sarg[[1..10]])), AND(=(p_brand, 'Brand#34'), SEARCH(p_container, Sarg[_UTF-16LE'LG BOX', _UTF-16LE'LG CASE', _UTF-16LE'LG PACK', _UTF-16LE'LG PKG']), SEARCH(p_size, Sarg[[1..15]])))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[OR(OR(AND(AND(=(p_brand, _UTF-16LE'Brand#12':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'SM BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'SM CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'SM PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 5))), AND(AND(=(p_brand, _UTF-16LE'Brand#23':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'MED BAG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'MED BOX':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PACK':VARCHAR(8) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'MED PKG':VARCHAR(8) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 10)))), AND(AND(=(p_brand, _UTF-16LE'Brand#34':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\"), OR(OR(OR(=(p_container, _UTF-16LE'LG BOX':VARCHAR(7) CHARACTER SET \"UTF-16LE\"), =(p_container, _UTF-16LE'LG CASE':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PACK':VARCHAR(7) CHARACTER SET \"UTF-16LE\")), =(p_container, _UTF-16LE'LG PKG':VARCHAR(7) CHARACTER SET \"UTF-16LE\"))), AND(>=(p_size, 1), <=(p_size, 15))))], project=[p_partkey, p_brand, p_size, p_container], metadata=[]]], fields=[p_partkey, p_brand, p_size, p_container])\n\nStreamFusion batch: 8 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "sourceArrowRows": 6201215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[12957]", "recordsIn": 1, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[12955]", "recordsIn": 0, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[12955]", "recordsIn": 121, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "attempt": "0", "subtask": "0", "recordsOut": 128371 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_b", "recordsIn": 0, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_b", "recordsIn": 200000, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "attempt": "0", "subtask": "0", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "40eaeb6b3096979f5dacec0c5e29b91e", "attempt": "0", "subtask": "1", "recordsOut": 0 } ] }, { "engine": "stock", "trial": -3, "jobId": "ab21fcb67c8ed41c16741df731380b60", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "4fd25921b5b679fde56ba3283ffd383c", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "1b34742980098b294be3cb5c30c3845b", "sourceArrowRows": 6201215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[13001]", "recordsIn": 1, "jobId": "1b34742980098b294be3cb5c30c3845b", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[12999]", "recordsIn": 0, "jobId": "1b34742980098b294be3cb5c30c3845b", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[12999]", "recordsIn": 121, "jobId": "1b34742980098b294be3cb5c30c3845b", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "1b34742980098b294be3cb5c30c3845b", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "1b34742980098b294be3cb5c30c3845b", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "1b34742980098b294be3cb5c30c3845b", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "1b34742980098b294be3cb5c30c3845b", "attempt": "0", "subtask": "0", "recordsOut": 128371 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_b", "recordsIn": 0, "jobId": "1b34742980098b294be3cb5c30c3845b", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_b", "recordsIn": 200000, "jobId": "1b34742980098b294be3cb5c30c3845b", "attempt": "0", "subtask": "1", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "1b34742980098b294be3cb5c30c3845b", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "1b34742980098b294be3cb5c30c3845b", "attempt": "0", "subtask": "1", "recordsOut": 0 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "1e2885cecb8e73376cadd39300ef77c0", "sourceArrowRows": 6201215, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], 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128856, "jobId": "94e6b1f854ab2bd8e42bb71f390690b2", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "94e6b1f854ab2bd8e42bb71f390690b2", "attempt": "0", "subtask": "0", "recordsOut": 0 } ] } ], "resultType": "ROW<`revenue` DECIMAL(38, 4)> NOT NULL", "rows": 1, "resultSha256": "ee4a62a09da773543a05a1732f5973552565485870f61b8751f4c862c0bb29dc", "stockNanos": [ 1960364333, 2650783167, 2098410167, 2657114708, 1559254458, 2411705542, 2140394583 ], "nativeNanos": [ 588331166, 565595083, 607740292, 566835583, 579901583, 581385250, 594956666 ], "stockRuntimeMs": [ 1779, 2561, 1957, 2423, 1394, 2231, 1977 ], "nativeRuntimeMs": [ 441, 452, 443, 448, 439, 451, 453 ], "status": "passed", "stockMedianMs": 2140.394583, "nativeMedianMs": 581.38525, "speedup": 3.6815426311555024 }, { "query": 20, "sqlSha256": "4187d0ff2534a26399db48983cd9f4e1c5eb0283c4a43f791d38dfed85007e8d", "sql": "-- database: presto; groups: tpch; tables: supplier,nation,partsupp,lineitem,part\nSELECT\n s_name,\n s_address\nFROM\n supplier, nation\nWHERE\n s_suppkey IN (\n SELECT ps_suppkey\n FROM\n partsupp\n WHERE\n ps_partkey IN (\n SELECT p_partkey\n FROM\n part\n WHERE\n p_name LIKE 'forest%'\n )\n AND ps_availqty > (\n SELECT 0.5 * sum(l_quantity)\n FROM\n lineitem\n WHERE\n l_partkey = ps_partkey\n AND l_suppkey = ps_suppkey\n -- AND l_shipdate >= date('1994-01-01')\n -- AND l_shipdate < date('1994-01-01') + interval '1' YEAR\n -- we don't support the above format\n AND l_shipdate >= date '1994-01-01'\n AND l_shipdate < date '1994-01-01' + interval '1' YEAR\n)\n)\nAND s_nationkey = n_nationkey\nAND n_name = 'CANADA'\nORDER BY s_name\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalProject(s_name=[$1], s_address=[$2])\n +- LogicalFilter(condition=[AND(IN($0, {\nLogicalProject(ps_suppkey=[$1])\n LogicalFilter(condition=[AND(IN($0, {\nLogicalProject(p_partkey=[$0])\n LogicalFilter(condition=[LIKE($1, _UTF-16LE'forest%')])\n LogicalTableScan(table=[[default_catalog, default_database, part]])\n}), >($2, $SCALAR_QUERY({\nLogicalProject(EXPR$0=[*(0.5:DECIMAL(2, 1), $0)])\n LogicalAggregate(group=[{}], agg#0=[SUM($0)])\n LogicalProject(l_quantity=[$4])\n LogicalFilter(condition=[AND(=($1, $cor33.ps_partkey), =($2, $cor33.ps_suppkey), >=($10, 1994-01-01), <($10, +(1994-01-01, 12:INTERVAL YEAR)))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})))], variablesSet=[[$cor33]])\n LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n}), =($3, $7), =($8, _UTF-16LE'CANADA'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[s_name ASC])\n+- Exchange(distribution=[single])\n +- Calc(select=[s_name, s_address])\n +- NestedLoopJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_name, s_address, s_nationkey, n_nationkey], build=[right])\n :- Calc(select=[s_name, s_address, s_nationkey])\n : +- HashJoin(joinType=[LeftSemiJoin], where=[=(s_suppkey, ps_suppkey)], select=[s_suppkey, s_name, s_address, s_nationkey], isBroadcast=[true], build=[right])\n : :- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey])\n : +- Exchange(distribution=[broadcast])\n : +- Calc(select=[ps_suppkey])\n : +- HashJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppkey, l_suppkey), >(ps_availqty, *(0.5, $f2)))], select=[ps_partkey, ps_suppkey, ps_availqty, l_partkey, l_suppkey, $f2], build=[left])\n : :- Exchange(distribution=[hash[ps_partkey, ps_suppkey]])\n : : +- HashJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_availqty], isBroadcast=[true], build=[right])\n : : :- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty])\n : : +- Exchange(distribution=[broadcast])\n : : +- Calc(select=[p_partkey], where=[LIKE(p_name, 'forest%')])\n : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'forest%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n : +- HashAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Final_SUM(sum$0) AS $f2])\n : +- Exchange(distribution=[hash[l_partkey, l_suppkey]])\n : +- LocalHashAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Partial_SUM(l_quantity) AS sum$0])\n : +- Calc(select=[l_partkey, l_suppkey, l_quantity], where=[AND(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]), IS NOT NULL(l_partkey), IS NOT NULL(l_suppkey))])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), IS NOT NULL(l_partkey)), IS NOT NULL(l_suppkey))], project=[l_partkey, l_suppkey, l_quantity, l_shipdate], metadata=[]]], fields=[l_partkey, l_suppkey, l_quantity, l_shipdate])\n +- Exchange(distribution=[broadcast])\n +- Calc(select=[n_nationkey], where=[=(n_name, 'CANADA')])\n +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'CANADA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nSort(orderBy=[s_name ASC])\n+- Exchange(distribution=[single])\n +- Calc(select=[s_name, s_address])\n +- MultipleInput(readOrder=[0,1,0], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[(s_nationkey = n_nationkey)], select=[s_name, s_address, s_nationkey, n_nationkey], build=[right])\\n:- Calc(select=[s_name, s_address, s_nationkey])\\n: +- HashJoin(joinType=[LeftSemiJoin], where=[(s_suppkey = ps_suppkey)], select=[s_suppkey, s_name, s_address, s_nationkey], isBroadcast=[true], build=[right])\\n: :- [#2] TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey])\\n: +- [#3] Exchange(distribution=[broadcast])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Exchange(distribution=[broadcast])\n : +- Calc(select=[n_nationkey], where=[(n_name = 'CANADA')])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'CANADA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n :- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey])\n +- Exchange(distribution=[broadcast])\n +- Calc(select=[ps_suppkey])\n +- MultipleInput(readOrder=[0,1], members=[\\nHashJoin(joinType=[InnerJoin], where=[((ps_partkey = l_partkey) AND (ps_suppkey = l_suppkey) AND (ps_availqty > (0.5 * $f2)))], select=[ps_partkey, ps_suppkey, ps_availqty, l_partkey, l_suppkey, $f2], build=[left])\\n:- [#1] Exchange(distribution=[hash[ps_partkey, ps_suppkey]])\\n+- HashAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Final_SUM(sum$0) AS $f2])\\n +- [#2] Exchange(distribution=[hash[l_partkey, l_suppkey]])\\n])\n :- Exchange(distribution=[hash[ps_partkey, ps_suppkey]])\n : +- MultipleInput(readOrder=[1,0], members=[\\nHashJoin(joinType=[LeftSemiJoin], where=[(ps_partkey = p_partkey)], select=[ps_partkey, ps_suppkey, ps_availqty], isBroadcast=[true], build=[right])\\n:- [#1] TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty])\\n+- [#2] Exchange(distribution=[broadcast])\\n])\n : :- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty])\n : +- Exchange(distribution=[broadcast])\n : +- Calc(select=[p_partkey], where=[LIKE(p_name, 'forest%')])\n : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'forest%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n +- Exchange(distribution=[hash[l_partkey, l_suppkey]])\n +- LocalHashAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Partial_SUM(l_quantity) AS sum$0])\n +- Calc(select=[l_partkey, l_suppkey, l_quantity], where=[(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]) AND l_partkey IS NOT NULL AND l_suppkey IS NOT NULL)])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), IS NOT NULL(l_partkey)), IS NOT NULL(l_suppkey))], project=[l_partkey, l_suppkey, l_quantity, l_shipdate], metadata=[]]], fields=[l_partkey, l_suppkey, l_quantity, l_shipdate])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalProject(s_name=[$1], s_address=[$2])\n +- LogicalFilter(condition=[AND(IN($0, {\nLogicalProject(ps_suppkey=[$1])\n LogicalFilter(condition=[AND(IN($0, {\nLogicalProject(p_partkey=[$0])\n LogicalFilter(condition=[LIKE($1, _UTF-16LE'forest%')])\n LogicalTableScan(table=[[default_catalog, default_database, part]])\n}), >($2, $SCALAR_QUERY({\nLogicalProject(EXPR$0=[*(0.5:DECIMAL(2, 1), $0)])\n LogicalAggregate(group=[{}], agg#0=[SUM($0)])\n LogicalProject(l_quantity=[$4])\n LogicalFilter(condition=[AND(=($1, $cor36.ps_partkey), =($2, $cor36.ps_suppkey), >=($10, 1994-01-01), <($10, +(1994-01-01, 12:INTERVAL YEAR)))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})))], variablesSet=[[$cor36]])\n LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n}), =($3, $7), =($8, _UTF-16LE'CANADA'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[s_name ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[s_name, s_address], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_name, s_address, s_nationkey, n_nationkey], build=[right])\n :- NativeCalc(select=[s_name, s_address, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(s_suppkey, ps_suppkey)], select=[s_suppkey, s_name, s_address, s_nationkey], isBroadcast=[true], build=[right])\n : :- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[ps_suppkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppkey, l_suppkey), >(ps_availqty, *(0.5, $f2)))], select=[ps_partkey, ps_suppkey, ps_availqty, l_partkey, l_suppkey, $f2], build=[left])\n : :- NativeExchange(distribution=[hash[ps_partkey, ps_suppkey]])\n : : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_availqty], isBroadcast=[true], build=[right])\n : : :- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[p_partkey], where=[LIKE(p_name, 'forest%')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'forest%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n : +- NativeExchange(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Final_SUM(sum$0) AS $f2])\n : +- NativeAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Final_SUM(sum$0) AS $f2])\n : +- NativeExchange(distribution=[hash[l_partkey, l_suppkey]])\n : +- NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Partial_SUM(l_quantity) AS sum$0])\n : +- NativeCalc(select=[l_partkey, l_suppkey, l_quantity], where=[AND(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]), IS NOT NULL(l_partkey), IS NOT NULL(l_suppkey))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), IS NOT NULL(l_partkey)), IS NOT NULL(l_suppkey))], project=[l_partkey, l_suppkey, l_quantity, l_shipdate], metadata=[]]], fields=[l_partkey, l_suppkey, l_quantity, l_shipdate])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'CANADA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'CANADA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[s_name ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[s_name, s_address], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_name, s_address, s_nationkey, n_nationkey], build=[right])\n :- NativeCalc(select=[s_name, s_address, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(s_suppkey, ps_suppkey)], select=[s_suppkey, s_name, s_address, s_nationkey], isBroadcast=[true], build=[right])\n : :- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[ps_suppkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppkey, l_suppkey), >(ps_availqty, *(0.5, $f2)))], select=[ps_partkey, ps_suppkey, ps_availqty, l_partkey, l_suppkey, $f2], build=[left])\n : :- NativeExchange(distribution=[hash[ps_partkey, ps_suppkey]])\n : : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_availqty], isBroadcast=[true], build=[right])\n : : :- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[p_partkey], where=[LIKE(p_name, 'forest%')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'forest%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n : +- NativeExchange(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Final_SUM(sum$0) AS $f2])\n : +- NativeAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Final_SUM(sum$0) AS $f2])\n : +- NativeExchange(distribution=[hash[l_partkey, l_suppkey]])\n : +- NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Partial_SUM(l_quantity) AS sum$0])\n : +- NativeCalc(select=[l_partkey, l_suppkey, l_quantity], where=[AND(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]), IS NOT NULL(l_partkey), IS NOT NULL(l_suppkey))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), IS NOT NULL(l_partkey)), IS NOT NULL(l_suppkey))], project=[l_partkey, l_suppkey, l_quantity, l_shipdate], metadata=[]]], fields=[l_partkey, l_suppkey, l_quantity, l_shipdate])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'CANADA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'CANADA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalProject(s_name=[$1], s_address=[$2])\n +- LogicalFilter(condition=[AND(IN($0, {\nLogicalProject(ps_suppkey=[$1])\n LogicalFilter(condition=[AND(IN($0, {\nLogicalProject(p_partkey=[$0])\n LogicalFilter(condition=[LIKE($1, _UTF-16LE'forest%')])\n LogicalTableScan(table=[[default_catalog, default_database, part]])\n}), >($2, $SCALAR_QUERY({\nLogicalProject(EXPR$0=[*(0.5:DECIMAL(2, 1), $0)])\n LogicalAggregate(group=[{}], agg#0=[SUM($0)])\n LogicalProject(l_quantity=[$4])\n LogicalFilter(condition=[AND(=($1, $cor38.ps_partkey), =($2, $cor38.ps_suppkey), >=($10, 1994-01-01), <($10, +(1994-01-01, 12:INTERVAL YEAR)))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})))], variablesSet=[[$cor38]])\n LogicalTableScan(table=[[default_catalog, default_database, partsupp]])\n}), =($3, $7), =($8, _UTF-16LE'CANADA'))])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[s_name ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[s_name, s_address], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_name, s_address, s_nationkey, n_nationkey], build=[right])\n :- NativeCalc(select=[s_name, s_address, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(s_suppkey, ps_suppkey)], select=[s_suppkey, s_name, s_address, s_nationkey], isBroadcast=[true], build=[right])\n : :- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[ps_suppkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppkey, l_suppkey), >(ps_availqty, *(0.5, $f2)))], select=[ps_partkey, ps_suppkey, ps_availqty, l_partkey, l_suppkey, $f2], build=[left])\n : :- NativeExchange(distribution=[hash[ps_partkey, ps_suppkey]])\n : : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_availqty], isBroadcast=[true], build=[right])\n : : :- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[p_partkey], where=[LIKE(p_name, 'forest%')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'forest%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n : +- NativeExchange(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Final_SUM(sum$0) AS $f2])\n : +- NativeAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Final_SUM(sum$0) AS $f2])\n : +- NativeExchange(distribution=[hash[l_partkey, l_suppkey]])\n : +- NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Partial_SUM(l_quantity) AS sum$0])\n : +- NativeCalc(select=[l_partkey, l_suppkey, l_quantity], where=[AND(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]), IS NOT NULL(l_partkey), IS NOT NULL(l_suppkey))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), IS NOT NULL(l_partkey)), IS NOT NULL(l_suppkey))], project=[l_partkey, l_suppkey, l_quantity, l_shipdate], metadata=[]]], fields=[l_partkey, l_suppkey, l_quantity, l_shipdate])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'CANADA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'CANADA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[s_name ASC])\n+- NativeExchange(distribution=[single])\n +- NativeCalc(select=[s_name, s_address], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_name, s_address, s_nationkey, n_nationkey], build=[right])\n :- NativeCalc(select=[s_name, s_address, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(s_suppkey, ps_suppkey)], select=[s_suppkey, s_name, s_address, s_nationkey], isBroadcast=[true], build=[right])\n : :- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_address, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_address, s_nationkey])\n : +- NativeExchange(distribution=[broadcast])\n : +- NativeCalc(select=[ps_suppkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppkey, l_suppkey), >(ps_availqty, *(0.5, $f2)))], select=[ps_partkey, ps_suppkey, ps_availqty, l_partkey, l_suppkey, $f2], build=[left])\n : :- NativeExchange(distribution=[hash[ps_partkey, ps_suppkey]])\n : : +- NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps_partkey, ps_suppkey, ps_availqty], isBroadcast=[true], build=[right])\n : : :- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, partsupp, project=[ps_partkey, ps_suppkey, ps_availqty], metadata=[]]], fields=[ps_partkey, ps_suppkey, ps_availqty])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[p_partkey], where=[LIKE(p_name, 'forest%')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, part, filter=[LIKE(p_name, _UTF-16LE'forest%')], project=[p_partkey, p_name], metadata=[]]], fields=[p_partkey, p_name])\n : +- NativeExchange(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Final_SUM(sum$0) AS $f2])\n : +- NativeAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Final_SUM(sum$0) AS $f2])\n : +- NativeExchange(distribution=[hash[l_partkey, l_suppkey]])\n : +- NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Partial_SUM(l_quantity) AS sum$0])\n : +- NativeCalc(select=[l_partkey, l_suppkey, l_quantity], where=[AND(SEARCH(l_shipdate, Sarg[[1994-01-01..1995-01-01)]), IS NOT NULL(l_partkey), IS NOT NULL(l_suppkey))], nativeFunctions=[], jvmFunctions=[])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(AND(>=(l_shipdate, 1994-01-01), <(l_shipdate, 1995-01-01)), IS NOT NULL(l_partkey)), IS NOT NULL(l_suppkey))], project=[l_partkey, l_suppkey, l_quantity, l_shipdate], metadata=[]]], fields=[l_partkey, l_suppkey, l_quantity, l_shipdate])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'CANADA')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'CANADA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n\nStreamFusion batch: 19 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "844a9b7445a7560bd44ec3a881d44009", "sourceArrowRows": 7011240, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Pa", "recordsIn": 0, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Pa", "recordsIn": 909455, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 543210 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partke", "recordsIn": 270933, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 270933 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partke", "recordsIn": 272277, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 272277 }, { "operator": "NativeCalc(select=[l_partkey, l_suppkey, l_quantity], where=[AND(SEARCH(l_shipda", "recordsIn": 0, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_suppkey, l_quantity], where=[AND(SEARCH(l_shipda", "recordsIn": 6001215, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 909455 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'CANADA')], nativeFunctions=[]", "recordsIn": 0, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'CANADA')], nativeFunctions=[]", "recordsIn": 25, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, 'forest%')], nativeFunctions=", "recordsIn": 0, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, 'forest%')], nativeFunctions=", "recordsIn": 200000, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 2127 }, { "operator": "NativeCalc(select=[ps_suppkey], nativeFunctions=[], jvmFunctions=[])[13394]", "recordsIn": 2911, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 2911 }, { "operator": "NativeCalc(select=[ps_suppkey], nativeFunctions=[], jvmFunctions=[])[13394]", "recordsIn": 2922, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 2922 }, { "operator": "NativeCalc(select=[s_name, s_address, s_nationkey], nativeFunctions=[], jvmFunct", "recordsIn": 0, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_name, s_address, s_nationkey], nativeFunctions=[], jvmFunct", "recordsIn": 4397, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 4397 }, { "operator": "NativeCalc(select=[s_name, s_address], nativeFunctions=[], jvmFunctions=[])[1340", "recordsIn": 1, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_name, s_address], nativeFunctions=[], jvmFunctions=[])[1340", "recordsIn": 186, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 186 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 1, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 4398, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 186 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppk", "recordsIn": 275162, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 2922 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppk", "recordsIn": 276556, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 2911 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps", "recordsIn": 2127, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps", "recordsIn": 802127, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 8508 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(s_suppkey, ps_suppkey)], select=[s_", "recordsIn": 15833, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "1", "recordsOut": 4397 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(s_suppkey, ps_suppkey)], select=[s_", "recordsIn": 5833, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[s_name ASC])[13410]", "recordsIn": 187, "jobId": "844a9b7445a7560bd44ec3a881d44009", "attempt": "0", "subtask": "0", "recordsOut": 186 } ] }, { "engine": "stock", "trial": -3, "jobId": "e706dc18ea5cd93e82fb6cf2479bbb2c", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "d72c816ead36d9a834ae0045a9560899", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "44eca2ee88c86576a22ecfad9c667254", "sourceArrowRows": 7011240, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Pa", "recordsIn": 0, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Pa", "recordsIn": 909455, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "0", "recordsOut": 543210 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partke", "recordsIn": 270933, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "1", "recordsOut": 270933 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partke", "recordsIn": 272277, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "0", "recordsOut": 272277 }, { "operator": "NativeCalc(select=[l_partkey, l_suppkey, l_quantity], where=[AND(SEARCH(l_shipda", "recordsIn": 0, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_suppkey, l_quantity], where=[AND(SEARCH(l_shipda", "recordsIn": 6001215, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "0", "recordsOut": 909455 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'CANADA')], nativeFunctions=[]", "recordsIn": 0, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'CANADA')], nativeFunctions=[]", "recordsIn": 25, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, 'forest%')], nativeFunctions=", "recordsIn": 0, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, 'forest%')], nativeFunctions=", "recordsIn": 200000, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "0", "recordsOut": 2127 }, { "operator": "NativeCalc(select=[ps_suppkey], nativeFunctions=[], jvmFunctions=[])[13494]", "recordsIn": 2911, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "0", "recordsOut": 2911 }, { "operator": "NativeCalc(select=[ps_suppkey], nativeFunctions=[], jvmFunctions=[])[13494]", "recordsIn": 2922, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "1", "recordsOut": 2922 }, { "operator": "NativeCalc(select=[s_name, s_address, s_nationkey], nativeFunctions=[], jvmFunct", "recordsIn": 0, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_name, s_address, s_nationkey], nativeFunctions=[], jvmFunct", "recordsIn": 4397, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "0", "recordsOut": 4397 }, { "operator": "NativeCalc(select=[s_name, s_address], nativeFunctions=[], jvmFunctions=[])[1350", "recordsIn": 1, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_name, s_address], nativeFunctions=[], jvmFunctions=[])[1350", "recordsIn": 186, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "0", "recordsOut": 186 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 1, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 4398, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "0", "recordsOut": 186 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppk", "recordsIn": 275162, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "1", "recordsOut": 2922 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppk", "recordsIn": 276556, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "0", "recordsOut": 2911 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps", "recordsIn": 2127, "jobId": "44eca2ee88c86576a22ecfad9c667254", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], 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nativeFunctions=[], jvmFunctions=[])[1398", "recordsIn": 186, "jobId": "9cbff3513a1157f62a73f623b85de304", "attempt": "0", "subtask": "0", "recordsOut": 186 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 1, "jobId": "9cbff3513a1157f62a73f623b85de304", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 4398, "jobId": "9cbff3513a1157f62a73f623b85de304", "attempt": "0", "subtask": "0", "recordsOut": 186 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppk", "recordsIn": 275162, "jobId": "9cbff3513a1157f62a73f623b85de304", "attempt": "0", "subtask": "1", "recordsOut": 2922 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppk", "recordsIn": 276556, "jobId": "9cbff3513a1157f62a73f623b85de304", "attempt": "0", "subtask": "0", "recordsOut": 2911 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps", "recordsIn": 2127, "jobId": "9cbff3513a1157f62a73f623b85de304", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps", "recordsIn": 802127, "jobId": "9cbff3513a1157f62a73f623b85de304", "attempt": "0", "subtask": "1", "recordsOut": 8508 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(s_suppkey, ps_suppkey)], select=[s_", "recordsIn": 15833, "jobId": "9cbff3513a1157f62a73f623b85de304", "attempt": "0", "subtask": "0", "recordsOut": 4397 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(s_suppkey, ps_suppkey)], select=[s_", "recordsIn": 5833, "jobId": "9cbff3513a1157f62a73f623b85de304", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[s_name ASC])[13986]", "recordsIn": 187, "jobId": "9cbff3513a1157f62a73f623b85de304", "attempt": "0", "subtask": "0", "recordsOut": 186 } ] }, { "engine": "stock", "trial": 5, "jobId": "864e30edb3df1a12274edf7332d13c90", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "be4b50167508171dd4f71d3c2561feda", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "sourceArrowRows": 7011240, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Pa", "recordsIn": 0, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Pa", "recordsIn": 909455, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 543210 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partke", "recordsIn": 270933, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 270933 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey, l_suppkey], select=[l_partke", "recordsIn": 272277, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 272277 }, { "operator": "NativeCalc(select=[l_partkey, l_suppkey, l_quantity], where=[AND(SEARCH(l_shipda", "recordsIn": 0, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_suppkey, l_quantity], where=[AND(SEARCH(l_shipda", "recordsIn": 6001215, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 909455 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'CANADA')], nativeFunctions=[]", "recordsIn": 0, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'CANADA')], nativeFunctions=[]", "recordsIn": 25, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, 'forest%')], nativeFunctions=", "recordsIn": 0, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, 'forest%')], nativeFunctions=", "recordsIn": 200000, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 2127 }, { "operator": "NativeCalc(select=[ps_suppkey], nativeFunctions=[], jvmFunctions=[])[14070]", "recordsIn": 2911, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 2911 }, { "operator": "NativeCalc(select=[ps_suppkey], nativeFunctions=[], jvmFunctions=[])[14070]", "recordsIn": 2922, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 2922 }, { "operator": "NativeCalc(select=[s_name, s_address, s_nationkey], nativeFunctions=[], jvmFunct", "recordsIn": 0, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_name, s_address, s_nationkey], nativeFunctions=[], jvmFunct", "recordsIn": 4397, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 4397 }, { "operator": "NativeCalc(select=[s_name, s_address], nativeFunctions=[], jvmFunctions=[])[1408", "recordsIn": 1, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_name, s_address], nativeFunctions=[], jvmFunctions=[])[1408", "recordsIn": 186, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 186 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 1, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 4398, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 186 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppk", "recordsIn": 275162, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 2922 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_partkey, l_partkey), =(ps_suppk", "recordsIn": 276556, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 2911 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps", "recordsIn": 2127, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(ps_partkey, p_partkey)], select=[ps", "recordsIn": 802127, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 8508 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(s_suppkey, ps_suppkey)], select=[s_", "recordsIn": 15833, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "1", "recordsOut": 4397 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(s_suppkey, ps_suppkey)], select=[s_", "recordsIn": 5833, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[s_name ASC])[14086]", "recordsIn": 187, "jobId": "ee4e05e3da56b4320ff8b42a64beae0e", "attempt": "0", "subtask": "0", "recordsOut": 186 } ] } ], "resultType": "ROW<`s_name` STRING, `s_address` STRING> NOT NULL", "rows": 186, "resultSha256": "03a78da0e1ad70e4845e11f0780c2b572e5342806c6f4fd2f0a799f2fdfd9a8e", "stockNanos": [ 1439618333, 1628661459, 1424320959, 1879668500, 1784697750, 2058415667, 1949830250 ], "nativeNanos": [ 690912916, 602275083, 689666000, 585402708, 800520125, 610294625, 718347917 ], "stockRuntimeMs": [ 1291, 1456, 1267, 1688, 1615, 1795, 1794 ], "nativeRuntimeMs": [ 546, 511, 545, 510, 697, 517, 573 ], "status": "passed", "stockMedianMs": 1784.69775, "nativeMedianMs": 689.666, "speedup": 2.587771109493581 }, { "query": 21, "sqlSha256": "07ae101f42fa177606cf17744335782723f50c4149ea0dcb02c528b9732b0c7a", "sql": "-- database: presto; groups: tpch,big_query; tables: supplier,lineitem,orders,nation\nSELECT\n s_name,\n count(*) AS numwait\nFROM\n supplier,\n lineitem l1,\n orders,\n nation\nWHERE\n s_suppkey = l1.l_suppkey\n AND o_orderkey = l1.l_orderkey\n AND o_orderstatus = 'F'\n AND l1.l_receiptdate > l1.l_commitdate\n AND exists(\n SELECT *\n FROM\n lineitem l2\n WHERE\n l2.l_orderkey = l1.l_orderkey\n AND l2.l_suppkey <> l1.l_suppkey\n )\n AND NOT exists(\n SELECT *\n FROM\n lineitem l3\n WHERE\n l3.l_orderkey = l1.l_orderkey\n AND l3.l_suppkey <> l1.l_suppkey\n AND l3.l_receiptdate > l3.l_commitdate\n )\n AND s_nationkey = n_nationkey\n AND n_name = 'SAUDI ARABIA'\nGROUP BY\n s_name\nORDER BY\n numwait DESC,\n s_name\nLIMIT 100\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], sort1=[$0], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], fetch=[100])\n+- LogicalAggregate(group=[{0}], numwait=[COUNT()])\n +- LogicalProject(s_name=[$1])\n +- LogicalFilter(condition=[AND(=($0, $9), =($23, $7), =($25, _UTF-16LE'F'), >($19, $18), EXISTS({\nLogicalFilter(condition=[AND(=($0, $cor55.l_orderkey), <>($2, $cor55.l_suppkey))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n}), NOT(EXISTS({\nLogicalFilter(condition=[AND(=($0, $cor55.l_orderkey), <>($2, $cor55.l_suppkey), >($12, $11))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})), =($3, $32), =($33, _UTF-16LE'SAUDI ARABIA'))], variablesSet=[[$cor55]])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nSortLimit(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[true])\n+- Exchange(distribution=[single])\n +- SortLimit(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[false])\n +- HashAggregate(isMerge=[true], groupBy=[s_name], select=[s_name, Final_COUNT(count1$0) AS numwait])\n +- Exchange(distribution=[hash[s_name]])\n +- LocalHashAggregate(groupBy=[s_name], select=[s_name, Partial_COUNT(*) AS count1$0])\n +- Calc(select=[s_name])\n +- HashJoin(joinType=[LeftAntiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n :- HashJoin(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n : :- Calc(select=[s_name, l_orderkey, l_suppkey])\n : : +- NestedLoopJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, n_nationkey], build=[right])\n : : :- Calc(select=[s_name, s_nationkey, l_orderkey, l_suppkey])\n : : : +- HashJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, o_orderkey], build=[right])\n : : : :- Exchange(distribution=[hash[l_orderkey]])\n : : : : +- Calc(select=[s_name, s_nationkey, l_orderkey, l_suppkey])\n : : : : +- HashJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_suppkey, s_name, s_nationkey, l_orderkey, l_suppkey], isBroadcast=[true], build=[left])\n : : : : :- Exchange(distribution=[broadcast])\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_nationkey])\n : : : : +- Calc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)])\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_receiptdate, l_commitdate)], project=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate])\n : : : +- Exchange(distribution=[hash[o_orderkey]])\n : : : +- Calc(select=[o_orderkey], where=[=(o_orderstatus, 'F')])\n : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[=(o_orderstatus, _UTF-16LE'F':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[o_orderkey, o_orderstatus], metadata=[]]], fields=[o_orderkey, o_orderstatus])\n : : +- Exchange(distribution=[broadcast])\n : : +- Calc(select=[n_nationkey], where=[=(n_name, 'SAUDI ARABIA')])\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'SAUDI ARABIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n : +- Exchange(distribution=[hash[l_orderkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey], metadata=[]]], fields=[l_orderkey, l_suppkey])\n +- Exchange(distribution=[hash[l_orderkey]])\n +- Calc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)])\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_receiptdate, l_commitdate)], project=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate])\n\n== Optimized Execution Plan ==\nSortLimit(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[true])\n+- Exchange(distribution=[single])\n +- SortLimit(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[false])\n +- HashAggregate(isMerge=[true], groupBy=[s_name], select=[s_name, Final_COUNT(count1$0) AS numwait])\n +- Exchange(distribution=[hash[s_name]])\n +- LocalHashAggregate(groupBy=[s_name], select=[s_name, Partial_COUNT(*) AS count1$0])\n +- Calc(select=[s_name])\n +- MultipleInput(readOrder=[3,2,0,1,0], members=[\\nHashJoin(joinType=[LeftAntiJoin], where=[((l_orderkey0 = l_orderkey) AND (l_suppkey0 <> l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\\n:- HashJoin(joinType=[LeftSemiJoin], where=[((l_orderkey0 = l_orderkey) AND (l_suppkey0 <> l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\\n: :- Calc(select=[s_name, l_orderkey, l_suppkey])\\n: : +- NestedLoopJoin(joinType=[InnerJoin], where=[(s_nationkey = n_nationkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, n_nationkey], build=[right])\\n: : :- Calc(select=[s_name, s_nationkey, l_orderkey, l_suppkey])\\n: : : +- HashJoin(joinType=[InnerJoin], where=[(o_orderkey = l_orderkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, o_orderkey], build=[right])\\n: : : :- [#4] Exchange(distribution=[hash[l_orderkey]])\\n: : : +- [#5] Exchange(distribution=[hash[o_orderkey]])\\n: : +- [#3] Exchange(distribution=[broadcast])\\n: +- [#2] Exchange(distribution=[hash[l_orderkey]])\\n+- [#1] Exchange(distribution=[hash[l_orderkey]])\\n])\n :- Exchange(distribution=[hash[l_orderkey]])\n : +- Calc(select=[l_orderkey, l_suppkey], where=[(l_receiptdate > l_commitdate)])(reuse_id=[1])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_receiptdate, l_commitdate)], project=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate])\n :- Exchange(distribution=[hash[l_orderkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey], metadata=[]]], fields=[l_orderkey, l_suppkey])\n :- Exchange(distribution=[broadcast])\n : +- Calc(select=[n_nationkey], where=[(n_name = 'SAUDI ARABIA')])\n : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'SAUDI ARABIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n :- Exchange(distribution=[hash[l_orderkey]])\n : +- Calc(select=[s_name, s_nationkey, l_orderkey, l_suppkey])\n : +- HashJoin(joinType=[InnerJoin], where=[(s_suppkey = l_suppkey)], select=[s_suppkey, s_name, s_nationkey, l_orderkey, l_suppkey], isBroadcast=[true], build=[left])\n : :- Exchange(distribution=[broadcast])\n : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_nationkey])\n : +- Reused(reference_id=[1])\n +- Exchange(distribution=[hash[o_orderkey]])\n +- Calc(select=[o_orderkey], where=[(o_orderstatus = 'F')])\n +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[=(o_orderstatus, _UTF-16LE'F':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[o_orderkey, o_orderstatus], metadata=[]]], fields=[o_orderkey, o_orderstatus])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], sort1=[$0], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], fetch=[100])\n+- LogicalAggregate(group=[{0}], numwait=[COUNT()])\n +- LogicalProject(s_name=[$1])\n +- LogicalFilter(condition=[AND(=($0, $9), =($23, $7), =($25, _UTF-16LE'F'), >($19, $18), EXISTS({\nLogicalFilter(condition=[AND(=($0, $cor60.l_orderkey), <>($2, $cor60.l_suppkey))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n}), NOT(EXISTS({\nLogicalFilter(condition=[AND(=($0, $cor60.l_orderkey), <>($2, $cor60.l_suppkey), >($12, $11))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})), =($3, $32), =($33, _UTF-16LE'SAUDI ARABIA'))], variablesSet=[[$cor60]])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[true])\n+- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[false])\n +- NativeAggregate(isMerge=[true], groupBy=[s_name], select=[s_name, Final_COUNT(count1$0) AS numwait])\n +- NativeExchange(distribution=[hash[s_name]])\n +- NativeAggregate(groupBy=[s_name], select=[s_name, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[s_name], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftAntiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n :- NativeExchange(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n : :- NativeExchange(select=[s_name, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeCalc(select=[s_name, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, n_nationkey], build=[right])\n : : :- NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, o_orderkey], build=[right])\n : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : +- NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_suppkey, s_name, s_nationkey, l_orderkey, l_suppkey], isBroadcast=[true], build=[left])\n : : : : :- NativeExchange(distribution=[broadcast])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_nationkey])\n : : : : +- NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_receiptdate, l_commitdate)], project=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate])\n : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : +- NativeCalc(select=[o_orderkey], where=[=(o_orderstatus, 'F')], nativeFunctions=[], jvmFunctions=[])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[=(o_orderstatus, _UTF-16LE'F':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[o_orderkey, o_orderstatus], metadata=[]]], fields=[o_orderkey, o_orderstatus])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'SAUDI ARABIA')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'SAUDI ARABIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey], metadata=[]]], fields=[l_orderkey, l_suppkey])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_receiptdate, l_commitdate)], project=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[true])\n+- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[false])\n +- NativeAggregate(isMerge=[true], groupBy=[s_name], select=[s_name, Final_COUNT(count1$0) AS numwait])\n +- NativeExchange(distribution=[hash[s_name]])\n +- NativeAggregate(groupBy=[s_name], select=[s_name, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[s_name], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftAntiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n :- NativeExchange(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n : :- NativeExchange(select=[s_name, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeCalc(select=[s_name, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, n_nationkey], build=[right])\n : : :- NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, o_orderkey], build=[right])\n : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : +- NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_suppkey, s_name, s_nationkey, l_orderkey, l_suppkey], isBroadcast=[true], build=[left])\n : : : : :- NativeExchange(distribution=[broadcast])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_nationkey])\n : : : : +- NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_receiptdate, l_commitdate)], project=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate])(reuse_id=[1])\n : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : +- NativeCalc(select=[o_orderkey], where=[=(o_orderstatus, 'F')], nativeFunctions=[], jvmFunctions=[])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[=(o_orderstatus, _UTF-16LE'F':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[o_orderkey, o_orderstatus], metadata=[]]], fields=[o_orderkey, o_orderstatus])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'SAUDI ARABIA')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'SAUDI ARABIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey], metadata=[]]], fields=[l_orderkey, l_suppkey])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- Reused(reference_id=[1])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$1], sort1=[$0], dir0=[DESC-nulls-last], dir1=[ASC-nulls-first], fetch=[100])\n+- LogicalAggregate(group=[{0}], numwait=[COUNT()])\n +- LogicalProject(s_name=[$1])\n +- LogicalFilter(condition=[AND(=($0, $9), =($23, $7), =($25, _UTF-16LE'F'), >($19, $18), EXISTS({\nLogicalFilter(condition=[AND(=($0, $cor64.l_orderkey), <>($2, $cor64.l_suppkey))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n}), NOT(EXISTS({\nLogicalFilter(condition=[AND(=($0, $cor64.l_orderkey), <>($2, $cor64.l_suppkey), >($12, $11))])\n LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n})), =($3, $32), =($33, _UTF-16LE'SAUDI ARABIA'))], variablesSet=[[$cor64]])\n +- LogicalJoin(condition=[true], joinType=[inner])\n :- LogicalJoin(condition=[true], joinType=[inner])\n : :- LogicalJoin(condition=[true], joinType=[inner])\n : : :- LogicalTableScan(table=[[default_catalog, default_database, supplier]])\n : : +- LogicalTableScan(table=[[default_catalog, default_database, lineitem]])\n : +- LogicalTableScan(table=[[default_catalog, default_database, orders]])\n +- LogicalTableScan(table=[[default_catalog, default_database, nation]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[true])\n+- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[false])\n +- NativeAggregate(isMerge=[true], groupBy=[s_name], select=[s_name, Final_COUNT(count1$0) AS numwait])\n +- NativeExchange(distribution=[hash[s_name]])\n +- NativeAggregate(groupBy=[s_name], select=[s_name, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[s_name], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftAntiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n :- NativeExchange(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n : :- NativeExchange(select=[s_name, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeCalc(select=[s_name, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, n_nationkey], build=[right])\n : : :- NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, o_orderkey], build=[right])\n : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : +- NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_suppkey, s_name, s_nationkey, l_orderkey, l_suppkey], isBroadcast=[true], build=[left])\n : : : : :- NativeExchange(distribution=[broadcast])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_nationkey])\n : : : : +- NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_receiptdate, l_commitdate)], project=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate])\n : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : +- NativeCalc(select=[o_orderkey], where=[=(o_orderstatus, 'F')], nativeFunctions=[], jvmFunctions=[])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[=(o_orderstatus, _UTF-16LE'F':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[o_orderkey, o_orderstatus], metadata=[]]], fields=[o_orderkey, o_orderstatus])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'SAUDI ARABIA')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'SAUDI ARABIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey], metadata=[]]], fields=[l_orderkey, l_suppkey])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_receiptdate, l_commitdate)], project=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[true])\n+- NativeExchange(distribution=[single])\n +- NativeSort(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[false])\n +- NativeAggregate(isMerge=[true], groupBy=[s_name], select=[s_name, Final_COUNT(count1$0) AS numwait])\n +- NativeExchange(distribution=[hash[s_name]])\n +- NativeAggregate(groupBy=[s_name], select=[s_name, Partial_COUNT(*) AS count1$0])\n +- NativeCalc(select=[s_name], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[LeftAntiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n :- NativeExchange(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n : +- NativeJoin(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_suppkey0, l_suppkey))], select=[s_name, l_orderkey, l_suppkey], build=[left])\n : :- NativeExchange(select=[s_name, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeCalc(select=[s_name, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, n_nationkey], build=[right])\n : : :- NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : : +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_name, s_nationkey, l_orderkey, l_suppkey, o_orderkey], build=[right])\n : : : :- NativeExchange(distribution=[hash[l_orderkey]])\n : : : : +- NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=[], jvmFunctions=[])\n : : : : +- NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_suppkey, s_name, s_nationkey, l_orderkey, l_suppkey], isBroadcast=[true], build=[left])\n : : : : :- NativeExchange(distribution=[broadcast])\n : : : : : +- RowDataToArrow\n : : : : : +- TableSourceScan(table=[[default_catalog, default_database, supplier, project=[s_suppkey, s_name, s_nationkey], metadata=[]]], fields=[s_suppkey, s_name, s_nationkey])\n : : : : +- NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)], nativeFunctions=[], jvmFunctions=[])\n : : : : +- RowDataToArrow\n : : : : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[>(l_receiptdate, l_commitdate)], project=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate], metadata=[]]], fields=[l_orderkey, l_suppkey, l_commitdate, l_receiptdate])(reuse_id=[1])\n : : : +- NativeExchange(distribution=[hash[o_orderkey]])\n : : : +- NativeCalc(select=[o_orderkey], where=[=(o_orderstatus, 'F')], nativeFunctions=[], jvmFunctions=[])\n : : : +- RowDataToArrow\n : : : +- TableSourceScan(table=[[default_catalog, default_database, orders, filter=[=(o_orderstatus, _UTF-16LE'F':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[o_orderkey, o_orderstatus], metadata=[]]], fields=[o_orderkey, o_orderstatus])\n : : +- NativeExchange(distribution=[broadcast])\n : : +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'SAUDI ARABIA')], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, nation, filter=[=(n_name, _UTF-16LE'SAUDI ARABIA':VARCHAR(2147483647) CHARACTER SET \"UTF-16LE\")], project=[n_nationkey, n_name], metadata=[]]], fields=[n_nationkey, n_name])\n : +- NativeExchange(distribution=[hash[l_orderkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, lineitem, project=[l_orderkey, l_suppkey], metadata=[]]], fields=[l_orderkey, l_suppkey])\n +- NativeExchange(distribution=[hash[l_orderkey]])\n +- NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- Reused(reference_id=[1])\n\nStreamFusion batch: 25 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": 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"recordsIn": 915228, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "1", "recordsOut": 915228 }, { "operator": "NativeCalc(select=[s_name], nativeFunctions=[], jvmFunctions=[])[15073]", "recordsIn": 2031, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "0", "recordsOut": 2031 }, { "operator": "NativeCalc(select=[s_name], nativeFunctions=[], jvmFunctions=[])[15073]", "recordsIn": 2110, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "1", "recordsOut": 2110 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 6001215, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "1", "recordsOut": 6001215 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 2258709, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "0", "recordsOut": 913683 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 2264000, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "1", "recordsOut": 915228 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 913684, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "0", "recordsOut": 37873 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 915229, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "1", "recordsOut": 37998 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 10000, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 3803296, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "1", "recordsOut": 3793296 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_", "recordsIn": 1930888, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "0", "recordsOut": 2031 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_", "recordsIn": 1935497, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "1", "recordsOut": 2110 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_", "recordsIn": 3034383, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "0", "recordsOut": 36478 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_", "recordsIn": 3042703, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "1", "recordsOut": 36611 }, { "operator": "NativeSort(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[", "recordsIn": 196, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "0", "recordsOut": 100 }, { "operator": "NativeSort(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[", "recordsIn": 200, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "0", "recordsOut": 100 }, { "operator": "NativeSort(orderBy=[numwait DESC, s_name ASC], offset=[0], fetch=[100], global=[", "recordsIn": 215, "jobId": "253c9760d1dd979041b12f94122fb1e0", "attempt": "0", "subtask": "1", "recordsOut": 100 } ] } ], "resultType": "ROW<`s_name` STRING, `numwait` BIGINT NOT NULL> NOT NULL", "rows": 100, "resultSha256": "04634a6fed04cfc2d2ac87a8571a9ebe6e309514259b1c6f956051d2bf7bf632", "stockNanos": [ 6294078791, 4694920084, 5760587167, 4653341500, 6035581959, 4808101750, 6144127084 ], "nativeNanos": [ 2217923875, 1930689834, 1570208334, 2503865250, 1583170750, 2457940084, 1702633875 ], "stockRuntimeMs": [ 6116, 4481, 5652, 4486, 5814, 4597, 5977 ], "nativeRuntimeMs": [ 1935, 1813, 1461, 2391, 1436, 2270, 1511 ], "status": "passed", "stockMedianMs": 5760.587167, "nativeMedianMs": 1930.689834, "speedup": 2.9836937376239376 }, { "query": 22, "sqlSha256": "21b5e9cedbbb4bb9ee5a987ce9a901f9aaeb8736e96d7daf0ad3fbfea7632100", "sql": "-- database: presto; groups: tpch; tables: orders,customer\nSELECT\n cntrycode,\n count(*) AS numcust,\n sum(c_acctbal) AS totacctbal\nFROM (\n SELECT\n substr(c_phone, 1, 2) AS cntrycode,\n c_acctbal\n FROM\n customer\n WHERE\n substr(c_phone, 1, 2) IN\n ('13', '31', '23', '29', '30', '18', '17')\n AND c_acctbal > (\n SELECT avg(c_acctbal)\n FROM\n customer\n WHERE\n c_acctbal > 0.00\n AND substr(c_phone, 1, 2) IN\n ('13', '31', '23', '29', '30', '18', '17')\n )\n AND NOT exists(\n SELECT *\n FROM\n orders\n WHERE\n o_custkey = c_custkey\n )\n ) AS custsale\nGROUP BY\n cntrycode\nORDER BY\n cntrycode\n", "stockPlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0}], numcust=[COUNT()], totacctbal=[SUM($1)])\n +- LogicalProject(cntrycode=[SUBSTR($4, 1, 2)], c_acctbal=[$5])\n +- LogicalFilter(condition=[AND(OR(=(SUBSTR($4, 1, 2), _UTF-16LE'13'), =(SUBSTR($4, 1, 2), _UTF-16LE'31'), =(SUBSTR($4, 1, 2), _UTF-16LE'23'), =(SUBSTR($4, 1, 2), _UTF-16LE'29'), =(SUBSTR($4, 1, 2), _UTF-16LE'30'), =(SUBSTR($4, 1, 2), _UTF-16LE'18'), =(SUBSTR($4, 1, 2), _UTF-16LE'17')), >($5, $SCALAR_QUERY({\nLogicalAggregate(group=[{}], EXPR$0=[AVG($0)])\n LogicalProject(c_acctbal=[$5])\n LogicalFilter(condition=[AND(>($5, 0.00:DECIMAL(3, 2)), OR(=(SUBSTR($4, 1, 2), _UTF-16LE'13'), =(SUBSTR($4, 1, 2), _UTF-16LE'31'), =(SUBSTR($4, 1, 2), _UTF-16LE'23'), =(SUBSTR($4, 1, 2), _UTF-16LE'29'), =(SUBSTR($4, 1, 2), _UTF-16LE'30'), =(SUBSTR($4, 1, 2), _UTF-16LE'18'), =(SUBSTR($4, 1, 2), _UTF-16LE'17')))])\n LogicalTableScan(table=[[default_catalog, default_database, customer]])\n})), NOT(EXISTS({\nLogicalFilter(condition=[=($1, $cor99.c_custkey)])\n LogicalTableScan(table=[[default_catalog, default_database, orders]])\n})))], variablesSet=[[$cor99]])\n +- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n\n== Optimized Physical Plan ==\nSort(orderBy=[cntrycode ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_COUNT(count1$0) AS numcust, Final_SUM(sum$1) AS totacctbal])\n +- Exchange(distribution=[hash[cntrycode]])\n +- LocalHashAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS count1$0, Partial_SUM(c_acctbal) AS sum$1])\n +- Calc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal])\n +- NestedLoopJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, c_acctbal, EXPR$0], build=[right], singleRowJoin=[true])\n :- Calc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13'), =(SUBSTR(c_phone, 1, 2), '17'), =(SUBSTR(c_phone, 1, 2), '18'), =(SUBSTR(c_phone, 1, 2), '23'), =(SUBSTR(c_phone, 1, 2), '29'), =(SUBSTR(c_phone, 1, 2), '30'), =(SUBSTR(c_phone, 1, 2), '31'))])\n : +- HashJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_custkey, c_phone, c_acctbal], build=[left])\n : :- Exchange(distribution=[hash[c_custkey]])\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31'))], project=[c_custkey, c_phone, c_acctbal], metadata=[]]], fields=[c_custkey, c_phone, c_acctbal])\n : +- Exchange(distribution=[hash[o_custkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_custkey], metadata=[]]], fields=[o_custkey])\n +- Exchange(distribution=[broadcast])\n +- HashAggregate(isMerge=[true], select=[Final_AVG(sum$0, count$1) AS EXPR$0])\n +- Exchange(distribution=[single])\n +- LocalHashAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])\n +- Calc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phone, 1, 2), '13'), =(SUBSTR(c_phone, 1, 2), '17'), =(SUBSTR(c_phone, 1, 2), '18'), =(SUBSTR(c_phone, 1, 2), '23'), =(SUBSTR(c_phone, 1, 2), '29'), =(SUBSTR(c_phone, 1, 2), '30'), =(SUBSTR(c_phone, 1, 2), '31')))])\n +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[and(>(c_acctbal, 0.00:DECIMAL(3, 2)), OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31')))], project=[c_phone, c_acctbal], metadata=[]]], fields=[c_phone, c_acctbal])\n\n== Optimized Execution Plan ==\nSort(orderBy=[cntrycode ASC])\n+- Exchange(distribution=[single])\n +- HashAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_COUNT(count1$0) AS numcust, Final_SUM(sum$1) AS totacctbal])\n +- Exchange(distribution=[hash[cntrycode]])\n +- LocalHashAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS count1$0, Partial_SUM(c_acctbal) AS sum$1])\n +- Calc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal])\n +- MultipleInput(readOrder=[0,0,1], members=[\\nNestedLoopJoin(joinType=[InnerJoin], where=[(c_acctbal > EXPR$0)], select=[c_phone, c_acctbal, EXPR$0], build=[right], singleRowJoin=[true])\\n:- Calc(select=[c_phone, c_acctbal], where=[((SUBSTR(c_phone, 1, 2) = '13') OR (SUBSTR(c_phone, 1, 2) = '17') OR (SUBSTR(c_phone, 1, 2) = '18') OR (SUBSTR(c_phone, 1, 2) = '23') OR (SUBSTR(c_phone, 1, 2) = '29') OR (SUBSTR(c_phone, 1, 2) = '30') OR (SUBSTR(c_phone, 1, 2) = '31'))])\\n: +- HashJoin(joinType=[LeftAntiJoin], where=[(o_custkey = c_custkey)], select=[c_custkey, c_phone, c_acctbal], build=[left])\\n: :- [#2] Exchange(distribution=[hash[c_custkey]])\\n: +- [#3] Exchange(distribution=[hash[o_custkey]])\\n+- [#1] Exchange(distribution=[broadcast])\\n])\n :- Exchange(distribution=[broadcast])\n : +- HashAggregate(isMerge=[true], select=[Final_AVG(sum$0, count$1) AS EXPR$0])\n : +- Exchange(distribution=[single])\n : +- LocalHashAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])\n : +- Calc(select=[c_acctbal], where=[((c_acctbal > 0.00) AND ((SUBSTR(c_phone, 1, 2) = '13') OR (SUBSTR(c_phone, 1, 2) = '17') OR (SUBSTR(c_phone, 1, 2) = '18') OR (SUBSTR(c_phone, 1, 2) = '23') OR (SUBSTR(c_phone, 1, 2) = '29') OR (SUBSTR(c_phone, 1, 2) = '30') OR (SUBSTR(c_phone, 1, 2) = '31')))])\n : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[and(>(c_acctbal, 0.00:DECIMAL(3, 2)), OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31')))], project=[c_phone, c_acctbal], metadata=[]]], fields=[c_phone, c_acctbal])\n :- Exchange(distribution=[hash[c_custkey]])\n : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31'))], project=[c_custkey, c_phone, c_acctbal], metadata=[]]], fields=[c_custkey, c_phone, c_acctbal])\n +- Exchange(distribution=[hash[o_custkey]])\n +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_custkey], metadata=[]]], fields=[o_custkey])\n", "nativePlan": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0}], numcust=[COUNT()], totacctbal=[SUM($1)])\n +- LogicalProject(cntrycode=[SUBSTR($4, 1, 2)], c_acctbal=[$5])\n +- LogicalFilter(condition=[AND(OR(=(SUBSTR($4, 1, 2), _UTF-16LE'13'), =(SUBSTR($4, 1, 2), _UTF-16LE'31'), =(SUBSTR($4, 1, 2), _UTF-16LE'23'), =(SUBSTR($4, 1, 2), _UTF-16LE'29'), =(SUBSTR($4, 1, 2), _UTF-16LE'30'), =(SUBSTR($4, 1, 2), _UTF-16LE'18'), =(SUBSTR($4, 1, 2), _UTF-16LE'17')), >($5, $SCALAR_QUERY({\nLogicalAggregate(group=[{}], EXPR$0=[AVG($0)])\n LogicalProject(c_acctbal=[$5])\n LogicalFilter(condition=[AND(>($5, 0.00:DECIMAL(3, 2)), OR(=(SUBSTR($4, 1, 2), _UTF-16LE'13'), =(SUBSTR($4, 1, 2), _UTF-16LE'31'), =(SUBSTR($4, 1, 2), _UTF-16LE'23'), =(SUBSTR($4, 1, 2), _UTF-16LE'29'), =(SUBSTR($4, 1, 2), _UTF-16LE'30'), =(SUBSTR($4, 1, 2), _UTF-16LE'18'), =(SUBSTR($4, 1, 2), _UTF-16LE'17')))])\n LogicalTableScan(table=[[default_catalog, default_database, customer]])\n})), NOT(EXISTS({\nLogicalFilter(condition=[=($1, $cor108.c_custkey)])\n LogicalTableScan(table=[[default_catalog, default_database, orders]])\n})))], variablesSet=[[$cor108]])\n +- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[cntrycode ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_COUNT(count1$0) AS numcust, Final_SUM(sum$1) AS totacctbal])\n +- NativeExchange(distribution=[hash[cntrycode]])\n +- NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS count1$0, Partial_SUM(c_acctbal) AS sum$1])\n +- NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctions=[SUBSTR], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, c_acctbal, EXPR$0], build=[right], singleRowJoin=[true])\n :- NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13'), =(SUBSTR(c_phone, 1, 2), '17'), =(SUBSTR(c_phone, 1, 2), '18'), =(SUBSTR(c_phone, 1, 2), '23'), =(SUBSTR(c_phone, 1, 2), '29'), =(SUBSTR(c_phone, 1, 2), '30'), =(SUBSTR(c_phone, 1, 2), '31'))], nativeFunctions=[SUBSTR], jvmFunctions=[])\n : +- NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_custkey, c_phone, c_acctbal], build=[left])\n : :- NativeExchange(distribution=[hash[c_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31'))], project=[c_custkey, c_phone, c_acctbal], metadata=[]]], fields=[c_custkey, c_phone, c_acctbal])\n : +- NativeExchange(distribution=[hash[o_custkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_custkey], metadata=[]]], fields=[o_custkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], select=[Final_AVG(sum$0, count$1) AS EXPR$0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])\n +- NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phone, 1, 2), '13'), =(SUBSTR(c_phone, 1, 2), '17'), =(SUBSTR(c_phone, 1, 2), '18'), =(SUBSTR(c_phone, 1, 2), '23'), =(SUBSTR(c_phone, 1, 2), '29'), =(SUBSTR(c_phone, 1, 2), '30'), =(SUBSTR(c_phone, 1, 2), '31')))], nativeFunctions=[SUBSTR], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[and(>(c_acctbal, 0.00:DECIMAL(3, 2)), OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31')))], project=[c_phone, c_acctbal], metadata=[]]], fields=[c_phone, c_acctbal])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[cntrycode ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_COUNT(count1$0) AS numcust, Final_SUM(sum$1) AS totacctbal])\n +- NativeExchange(distribution=[hash[cntrycode]])\n +- NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS count1$0, Partial_SUM(c_acctbal) AS sum$1])\n +- NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctions=[SUBSTR], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, c_acctbal, EXPR$0], build=[right], singleRowJoin=[true])\n :- NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13'), =(SUBSTR(c_phone, 1, 2), '17'), =(SUBSTR(c_phone, 1, 2), '18'), =(SUBSTR(c_phone, 1, 2), '23'), =(SUBSTR(c_phone, 1, 2), '29'), =(SUBSTR(c_phone, 1, 2), '30'), =(SUBSTR(c_phone, 1, 2), '31'))], nativeFunctions=[SUBSTR], jvmFunctions=[])\n : +- NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_custkey, c_phone, c_acctbal], build=[left])\n : :- NativeExchange(distribution=[hash[c_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31'))], project=[c_custkey, c_phone, c_acctbal], metadata=[]]], fields=[c_custkey, c_phone, c_acctbal])\n : +- NativeExchange(distribution=[hash[o_custkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_custkey], metadata=[]]], fields=[o_custkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], select=[Final_AVG(sum$0, count$1) AS EXPR$0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])\n +- NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phone, 1, 2), '13'), =(SUBSTR(c_phone, 1, 2), '17'), =(SUBSTR(c_phone, 1, 2), '18'), =(SUBSTR(c_phone, 1, 2), '23'), =(SUBSTR(c_phone, 1, 2), '29'), =(SUBSTR(c_phone, 1, 2), '30'), =(SUBSTR(c_phone, 1, 2), '31')))], nativeFunctions=[SUBSTR], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[and(>(c_acctbal, 0.00:DECIMAL(3, 2)), OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31')))], project=[c_phone, c_acctbal], metadata=[]]], fields=[c_phone, c_acctbal])\n", "admission": "== Abstract Syntax Tree ==\nLogicalSort(sort0=[$0], dir0=[ASC-nulls-first])\n+- LogicalAggregate(group=[{0}], numcust=[COUNT()], totacctbal=[SUM($1)])\n +- LogicalProject(cntrycode=[SUBSTR($4, 1, 2)], c_acctbal=[$5])\n +- LogicalFilter(condition=[AND(OR(=(SUBSTR($4, 1, 2), _UTF-16LE'13'), =(SUBSTR($4, 1, 2), _UTF-16LE'31'), =(SUBSTR($4, 1, 2), _UTF-16LE'23'), =(SUBSTR($4, 1, 2), _UTF-16LE'29'), =(SUBSTR($4, 1, 2), _UTF-16LE'30'), =(SUBSTR($4, 1, 2), _UTF-16LE'18'), =(SUBSTR($4, 1, 2), _UTF-16LE'17')), >($5, $SCALAR_QUERY({\nLogicalAggregate(group=[{}], EXPR$0=[AVG($0)])\n LogicalProject(c_acctbal=[$5])\n LogicalFilter(condition=[AND(>($5, 0.00:DECIMAL(3, 2)), OR(=(SUBSTR($4, 1, 2), _UTF-16LE'13'), =(SUBSTR($4, 1, 2), _UTF-16LE'31'), =(SUBSTR($4, 1, 2), _UTF-16LE'23'), =(SUBSTR($4, 1, 2), _UTF-16LE'29'), =(SUBSTR($4, 1, 2), _UTF-16LE'30'), =(SUBSTR($4, 1, 2), _UTF-16LE'18'), =(SUBSTR($4, 1, 2), _UTF-16LE'17')))])\n LogicalTableScan(table=[[default_catalog, default_database, customer]])\n})), NOT(EXISTS({\nLogicalFilter(condition=[=($1, $cor109.c_custkey)])\n LogicalTableScan(table=[[default_catalog, default_database, orders]])\n})))], variablesSet=[[$cor109]])\n +- LogicalTableScan(table=[[default_catalog, default_database, customer]])\n\n== Optimized Physical Plan ==\nNativeSort(orderBy=[cntrycode ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_COUNT(count1$0) AS numcust, Final_SUM(sum$1) AS totacctbal])\n +- NativeExchange(distribution=[hash[cntrycode]])\n +- NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS count1$0, Partial_SUM(c_acctbal) AS sum$1])\n +- NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctions=[SUBSTR], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, c_acctbal, EXPR$0], build=[right], singleRowJoin=[true])\n :- NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13'), =(SUBSTR(c_phone, 1, 2), '17'), =(SUBSTR(c_phone, 1, 2), '18'), =(SUBSTR(c_phone, 1, 2), '23'), =(SUBSTR(c_phone, 1, 2), '29'), =(SUBSTR(c_phone, 1, 2), '30'), =(SUBSTR(c_phone, 1, 2), '31'))], nativeFunctions=[SUBSTR], jvmFunctions=[])\n : +- NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_custkey, c_phone, c_acctbal], build=[left])\n : :- NativeExchange(distribution=[hash[c_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31'))], project=[c_custkey, c_phone, c_acctbal], metadata=[]]], fields=[c_custkey, c_phone, c_acctbal])\n : +- NativeExchange(distribution=[hash[o_custkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_custkey], metadata=[]]], fields=[o_custkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], select=[Final_AVG(sum$0, count$1) AS EXPR$0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])\n +- NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phone, 1, 2), '13'), =(SUBSTR(c_phone, 1, 2), '17'), =(SUBSTR(c_phone, 1, 2), '18'), =(SUBSTR(c_phone, 1, 2), '23'), =(SUBSTR(c_phone, 1, 2), '29'), =(SUBSTR(c_phone, 1, 2), '30'), =(SUBSTR(c_phone, 1, 2), '31')))], nativeFunctions=[SUBSTR], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[and(>(c_acctbal, 0.00:DECIMAL(3, 2)), OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31')))], project=[c_phone, c_acctbal], metadata=[]]], fields=[c_phone, c_acctbal])\n\n== Optimized Execution Plan ==\nNativeSort(orderBy=[cntrycode ASC])\n+- NativeExchange(distribution=[single])\n +- NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_COUNT(count1$0) AS numcust, Final_SUM(sum$1) AS totacctbal])\n +- NativeExchange(distribution=[hash[cntrycode]])\n +- NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS count1$0, Partial_SUM(c_acctbal) AS sum$1])\n +- NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctions=[SUBSTR], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, c_acctbal, EXPR$0], build=[right], singleRowJoin=[true])\n :- NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13'), =(SUBSTR(c_phone, 1, 2), '17'), =(SUBSTR(c_phone, 1, 2), '18'), =(SUBSTR(c_phone, 1, 2), '23'), =(SUBSTR(c_phone, 1, 2), '29'), =(SUBSTR(c_phone, 1, 2), '30'), =(SUBSTR(c_phone, 1, 2), '31'))], nativeFunctions=[SUBSTR], jvmFunctions=[])\n : +- NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_custkey, c_phone, c_acctbal], build=[left])\n : :- NativeExchange(distribution=[hash[c_custkey]])\n : : +- RowDataToArrow\n : : +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31'))], project=[c_custkey, c_phone, c_acctbal], metadata=[]]], fields=[c_custkey, c_phone, c_acctbal])\n : +- NativeExchange(distribution=[hash[o_custkey]])\n : +- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_custkey], metadata=[]]], fields=[o_custkey])\n +- NativeExchange(distribution=[broadcast])\n +- NativeAggregate(isMerge=[true], select=[Final_AVG(sum$0, count$1) AS EXPR$0])\n +- NativeExchange(distribution=[single])\n +- NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])\n +- NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phone, 1, 2), '13'), =(SUBSTR(c_phone, 1, 2), '17'), =(SUBSTR(c_phone, 1, 2), '18'), =(SUBSTR(c_phone, 1, 2), '23'), =(SUBSTR(c_phone, 1, 2), '29'), =(SUBSTR(c_phone, 1, 2), '30'), =(SUBSTR(c_phone, 1, 2), '31')))], nativeFunctions=[SUBSTR], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, customer, filter=[and(>(c_acctbal, 0.00:DECIMAL(3, 2)), OR(OR(OR(OR(OR(OR(=(SUBSTR(c_phone, 1, 2), _UTF-16LE'13'), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'17')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'18')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'23')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'29')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'30')), =(SUBSTR(c_phone, 1, 2), _UTF-16LE'31')))], project=[c_phone, c_acctbal], metadata=[]]], fields=[c_phone, c_acctbal])\n\nStreamFusion batch: 16 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "293fb066b6d78c480161967faf95858d", "sourceArrowRows": 1800000, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS coun", "recordsIn": 3190, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "0", "recordsOut": 7 }, { "operator": "NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS coun", "recordsIn": 3194, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "1", "recordsOut": 7 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_CO", "recordsIn": 10, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_CO", "recordsIn": 4, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_AVG(sum$0, count$1) AS EXPR$0])[15", "recordsIn": 1, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])[15176]", "recordsIn": 0, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])[15176]", "recordsIn": 38120, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctio", "recordsIn": 3190, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "0", "recordsOut": 3190 }, { "operator": "NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctio", "recordsIn": 3194, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "1", "recordsOut": 3194 }, { "operator": "NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phon", "recordsIn": 0, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phon", "recordsIn": 150000, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "1", "recordsOut": 38120 }, { "operator": "NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13')", "recordsIn": 24951, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "0", "recordsOut": 6968 }, { "operator": "NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13')", "recordsIn": 25053, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "1", "recordsOut": 7118 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, ", "recordsIn": 6969, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "0", "recordsOut": 3190 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, ", "recordsIn": 7119, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "1", "recordsOut": 3194 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_c", "recordsIn": 821955, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "0", "recordsOut": 24951 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_c", "recordsIn": 828045, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "1", "recordsOut": 25053 }, { "operator": "NativeSort(orderBy=[cntrycode ASC])[15187]", "recordsIn": 7, "jobId": "293fb066b6d78c480161967faf95858d", "attempt": "0", "subtask": "0", "recordsOut": 7 } ] }, { "engine": "stock", "trial": -3, "jobId": "9a6c1aac52e9337abc2f8f298a1ec7cf", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "ba440a66cd40b02c3880b21bc94e86de", "sourceArrowRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "1bd1447ea6203170d9bc4a20f8f0b0e5", "sourceArrowRows": 1800000, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS coun", "recordsIn": 3190, "jobId": "1bd1447ea6203170d9bc4a20f8f0b0e5", "attempt": "0", "subtask": "0", "recordsOut": 7 }, { "operator": "NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS coun", "recordsIn": 3194, "jobId": "1bd1447ea6203170d9bc4a20f8f0b0e5", "attempt": "0", "subtask": "1", "recordsOut": 7 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_CO", "recordsIn": 10, "jobId": "1bd1447ea6203170d9bc4a20f8f0b0e5", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_CO", "recordsIn": 4, "jobId": "1bd1447ea6203170d9bc4a20f8f0b0e5", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_AVG(sum$0, count$1) AS EXPR$0])[15", "recordsIn": 1, "jobId": "1bd1447ea6203170d9bc4a20f8f0b0e5", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])[15249]", "recordsIn": 0, "jobId": "1bd1447ea6203170d9bc4a20f8f0b0e5", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])[15249]", "recordsIn": 38120, "jobId": "1bd1447ea6203170d9bc4a20f8f0b0e5", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctio", "recordsIn": 3190, "jobId": 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"attempt": "0", "subtask": "0", "recordsOut": 7 } ] } ], "resultType": "ROW<`cntrycode` STRING, `numcust` BIGINT NOT NULL, `totacctbal` DECIMAL(38, 2)> NOT NULL", "rows": 7, "resultSha256": "ce1290501d5b6d2dc8537b2c492affd4dbe325084664ea89421bcab62106a8f1", "stockNanos": [ 694172375, 907419416, 766754791, 816406334, 1112114458, 794210167, 600618417 ], "nativeNanos": [ 273897542, 409853583, 254633958, 247449375, 308673583, 255113666, 249558542 ], "stockRuntimeMs": [ 592, 727, 605, 641, 932, 565, 522 ], "nativeRuntimeMs": [ 209, 222, 166, 158, 183, 155, 169 ], "status": "passed", "stockMedianMs": 794.210167, "nativeMedianMs": 255.113666, "speedup": 3.113161985606839 } ], "parquet": { "writer": "stock Flink filesystem/Parquet, SNAPPY, outside query timing", "writerParallelism": 2, "sourceCsvManifestSha256": "571a59440a2736363c8e0c02105c34c6f45d7fc02733df90c331125878870d49", "writerJobIds": [ "74a36c78c39374a343fe589c06d2fd33", "46e170bb672c9d07783528d7dc1055b2", "27c4c2f82bbc9334ecaa1a3a65b53b54", "e6e9e1d6e909604ed06b7d3f3450a8d0", "6dab2667d78d4afbbb8018627eba3245", "5861cdb239599123454555e7665c6293", "7652cc8ad54dc58136158322c87d0bbc", "824711ffc9b8b7064fde0af789eaff52" ], "files": [ { "sha256": "ba5da7287126c84d54fbc81370a026f231b2e21023899dcfc6b21005197edc5b", "bytes": 12443660, "path": "customer/part-d0700138-dea3-4cf6-a15c-b7a0a465b2b2-task-1-file-0" }, { "sha256": "bc6ffa67f124dba356e3daa81d920b2d20c41239ad5aad9292298c82a8401f4f", "bytes": 228153614, "path": "lineitem/part-978b1c7d-97e3-461d-a664-1c3dd50b4599-task-1-file-0" }, { "sha256": "bc1a29ce926fcb89480736514a90d86deb3c3ffe4976d608158df50f58756e7c", "bytes": 2793, "path": "nation/part-2de2a442-ebb3-45f0-a1ee-be131813f0af-task-0-file-0" }, { "sha256": "c1c8868a38509cd4eca54a2f47c77a4e76c049452e668397df2fb8a69e2e46fd", "bytes": 56372199, "path": "orders/part-36a1fb96-65ac-4fd6-a914-1b0c32749657-task-0-file-0" }, { "sha256": "805f76bbe76d05d6490bbd95ff072c0b86664704f52714c343c3986085a0aa86", "bytes": 6232371, "path": "part/part-b4ad0f1d-1484-4a4a-a89f-3650188ad7e7-task-1-file-0" }, { "sha256": "b78d13585d96e6ea54e5ac858f90fbb6434776b29a45371fc13f7d8c1f433b35", "bytes": 42491907, "path": "partsupp/part-38ea3e78-e41b-4822-807d-bb13e0082c87-task-1-file-0" }, { "sha256": "6515353a10677f2a835973ed789e003ec4db8faf5b6e9f1b5d6a11b105af86fe", "bytes": 1300, "path": "region/part-8a6f634e-42d7-4e24-807f-68bf8fc97d6a-task-0-file-0" }, { "sha256": "6fdbc3f9cf582bb49be8d0bc6fc5e5d79f03f2935b2c5df6a87412a1e461cdee", "bytes": 797572, "path": "supplier/part-89035da2-a0ad-4cea-a46e-c7c2999737fc-task-0-file-0" } ] }, "completeWorkload": true, "summary": { "geometricMeanMedianSpeedup": 3.0278142134722765, "sumStockQueryMediansMs": 69827.68604, "sumNativeQueryMediansMs": 14744.028831, "ratioOfSummedQueryMedians": 4.735997659824435, "medianWins": 22 }, "buildIdentity": { "nativeProfile": "release", "flink": "2.2.1", "baseCommit": "021b80677", "libraries": { "libstreamfusion_parquet.dylib": "d533a0e26bd336d28b16f6b8775081e7fcea828577d660ff43750ee2c5094f63", "libstreamfusion.dylib": "c1420f1eae458fc4f87f90a8083d6916e08b8ef61dd0bd96c241154b6dd95c4f" }, "compiledClasses": { "parquet/NativeParquetSource.class": "f8a28b4da2876948bec3c77717bf1cf57b7418fb025d8f2c50802805eb325711", "parquet/NativeParquetBulkFormat.class": "62ed1c1c47d388deb1bfcc17c4330f8b91d5d95f825b00a686201aa0218ddb59", "planner/ParquetPlannerExtension.class": "01ff8f5b5c9c717fba2e607f6593906dc619b0be28c3485bef662be9355d6fe0", "planner/BatchArrowSourceConversion.class": "1e299a3654737ea04287519682064889827d7e32ad467173b80c0f8be7027554", "planner/RowDataToArrowExecNode.class": "866d285c7eeea31ab2cafc64f3aed4e727f96ec1836f3e14aace003e31a2a559", "planner/NativeBatchPlanner.class": "b77a48defd00418a6e634b5d5ce27ef2f7e91bf5f675dd4bb4ed0ae46075fae0" }, "sourceBoundary": "Existing native Parquet decoder over Flink FileSystem and stock non-splitting bounded file-source lifecycle. Source row counts required positive for every native job.", "limits": "Local shared macOS host; warm OS cache; no official TPC result. Later path-literal fix and import formatting do not change this benchmark data path." }, "limitations": "Local shared host with warm OS cache and intermittent host pauses/load. All retained trials, including outliers, preserved. Ratio of summed query medians is not a timed serial-suite result. Not official TPC-H QphH." }