{ "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": "09b9fd4b87c9d422da391883a250bb50", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "09b9fd4b87c9d422da391883a250bb50", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "09b9fd4b87c9d422da391883a250bb50", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "09b9fd4b87c9d422da391883a250bb50", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "09b9fd4b87c9d422da391883a250bb50", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "09b9fd4b87c9d422da391883a250bb50", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "09b9fd4b87c9d422da391883a250bb50", "attempt": "0", "subtask": "0", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[37]", "recordsIn": 4, "jobId": "09b9fd4b87c9d422da391883a250bb50", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "stock", "trial": -3, "jobId": "d5af27cacd612205d433f07c4d03e476", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "c57015a7fab6a07fe9dcc0bad7d241ba", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "1530bbff1b9e62b5cc8bffb8de69b07d", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "1530bbff1b9e62b5cc8bffb8de69b07d", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "1530bbff1b9e62b5cc8bffb8de69b07d", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "1530bbff1b9e62b5cc8bffb8de69b07d", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "1530bbff1b9e62b5cc8bffb8de69b07d", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "1530bbff1b9e62b5cc8bffb8de69b07d", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "1530bbff1b9e62b5cc8bffb8de69b07d", "attempt": "0", "subtask": "0", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[66]", "recordsIn": 4, "jobId": "1530bbff1b9e62b5cc8bffb8de69b07d", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "b424d2f7798dd3d058719fe086b72a9e", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "b424d2f7798dd3d058719fe086b72a9e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "b424d2f7798dd3d058719fe086b72a9e", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "b424d2f7798dd3d058719fe086b72a9e", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "b424d2f7798dd3d058719fe086b72a9e", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "b424d2f7798dd3d058719fe086b72a9e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "b424d2f7798dd3d058719fe086b72a9e", "attempt": "0", "subtask": "0", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[79]", "recordsIn": 4, "jobId": "b424d2f7798dd3d058719fe086b72a9e", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "stock", "trial": -1, "jobId": "9838531d812501407ed2c0d34fb2fad9", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 0, "jobId": "8848b22cf2e8c0ff3b63fa08babdf0ad", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 0, "jobId": "53f6501902db7645a376cbd2b54659e0", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "53f6501902db7645a376cbd2b54659e0", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "53f6501902db7645a376cbd2b54659e0", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "53f6501902db7645a376cbd2b54659e0", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "53f6501902db7645a376cbd2b54659e0", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "53f6501902db7645a376cbd2b54659e0", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "53f6501902db7645a376cbd2b54659e0", "attempt": "0", "subtask": "1", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[108]", "recordsIn": 4, "jobId": "53f6501902db7645a376cbd2b54659e0", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "streamfusion", "trial": 1, "jobId": "b645794562161e125e30a3bb194f32d5", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "b645794562161e125e30a3bb194f32d5", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "b645794562161e125e30a3bb194f32d5", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "b645794562161e125e30a3bb194f32d5", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "b645794562161e125e30a3bb194f32d5", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "b645794562161e125e30a3bb194f32d5", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "b645794562161e125e30a3bb194f32d5", "attempt": "0", "subtask": "1", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[121]", "recordsIn": 4, "jobId": "b645794562161e125e30a3bb194f32d5", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "stock", "trial": 1, "jobId": "cedb2911b4c37e2af7b57ac6514d7adb", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 2, "jobId": "336b1753eb27f75e62cf404dcf09d66f", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 2, "jobId": "8c73d8e07500275d62e8c6b207ad9657", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "8c73d8e07500275d62e8c6b207ad9657", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "8c73d8e07500275d62e8c6b207ad9657", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "8c73d8e07500275d62e8c6b207ad9657", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "8c73d8e07500275d62e8c6b207ad9657", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "8c73d8e07500275d62e8c6b207ad9657", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "8c73d8e07500275d62e8c6b207ad9657", "attempt": "0", "subtask": "1", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[150]", "recordsIn": 4, "jobId": "8c73d8e07500275d62e8c6b207ad9657", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "streamfusion", "trial": 3, "jobId": "583f981320a493fc1dfe994bd23bcf66", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "583f981320a493fc1dfe994bd23bcf66", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "583f981320a493fc1dfe994bd23bcf66", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "583f981320a493fc1dfe994bd23bcf66", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "583f981320a493fc1dfe994bd23bcf66", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "583f981320a493fc1dfe994bd23bcf66", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "583f981320a493fc1dfe994bd23bcf66", "attempt": "0", "subtask": "0", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[163]", "recordsIn": 4, "jobId": "583f981320a493fc1dfe994bd23bcf66", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "stock", "trial": 3, "jobId": "b6d4d28f420bdecb0f32e682e280541a", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 4, "jobId": "c0c58fe7753510f3857ec6632eb147d9", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 4, "jobId": "a9d4b5476e0197a1c0ca43810120a0e4", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "a9d4b5476e0197a1c0ca43810120a0e4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "a9d4b5476e0197a1c0ca43810120a0e4", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "a9d4b5476e0197a1c0ca43810120a0e4", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "a9d4b5476e0197a1c0ca43810120a0e4", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "a9d4b5476e0197a1c0ca43810120a0e4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "a9d4b5476e0197a1c0ca43810120a0e4", "attempt": "0", "subtask": "0", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[192]", "recordsIn": 4, "jobId": "a9d4b5476e0197a1c0ca43810120a0e4", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "streamfusion", "trial": 5, "jobId": "86446eaa50ccb58ead4a0b2da41f1d5f", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "86446eaa50ccb58ead4a0b2da41f1d5f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "86446eaa50ccb58ead4a0b2da41f1d5f", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "86446eaa50ccb58ead4a0b2da41f1d5f", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "86446eaa50ccb58ead4a0b2da41f1d5f", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "86446eaa50ccb58ead4a0b2da41f1d5f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "86446eaa50ccb58ead4a0b2da41f1d5f", "attempt": "0", "subtask": "1", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[205]", "recordsIn": 4, "jobId": "86446eaa50ccb58ead4a0b2da41f1d5f", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "stock", "trial": 5, "jobId": "a0c5dd8803ac4f5f414d4d63a77ca8e2", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "052ec9277dfe8b7c484a0ffc869f03e2", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "f7f2588393fc6f47c9f7697c4ec854bf", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 0, "jobId": "f7f2588393fc6f47c9f7697c4ec854bf", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_returnflag, l_linestatus], select=[l_returnflag, l_li", "recordsIn": 5916591, "jobId": "f7f2588393fc6f47c9f7697c4ec854bf", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "f7f2588393fc6f47c9f7697c4ec854bf", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_returnflag, l_linestatus], select=[l_", "recordsIn": 2, "jobId": "f7f2588393fc6f47c9f7697c4ec854bf", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 0, "jobId": "f7f2588393fc6f47c9f7697c4ec854bf", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_returnflag, l_linestatus, l_quantity, l_extendedprice, *(l_", "recordsIn": 6001215, "jobId": "f7f2588393fc6f47c9f7697c4ec854bf", "attempt": "0", "subtask": "0", "recordsOut": 5916591 }, { "operator": "NativeSort(orderBy=[l_returnflag ASC, l_linestatus ASC])[234]", "recordsIn": 4, "jobId": "f7f2588393fc6f47c9f7697c4ec854bf", "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": [ 3983905542, 3989228958, 3988524708, 3977054458, 4019382542, 3986675125, 3979061958 ], "nativeNanos": [ 685990041, 780971000, 777869875, 695331458, 688336375, 672207000, 681063000 ], "stockRuntimeMs": [ 3868, 3790, 3821, 3871, 3834, 3796, 3797 ], "nativeRuntimeMs": [ 598, 639, 637, 644, 643, 595, 640 ], "status": "passed", "stockMedianMs": 3986.675125, "nativeMedianMs": 688.336375, "speedup": 5.791754249512094 }, { "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": "517f78f0a5bd4f0412f83a54bf2f059f", "sourceArrowRows": 1810030, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplyc", "recordsIn": 1, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplyc", "recordsIn": 158960, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 117422 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 58585, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 58585 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 58837, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 58837 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 0, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 25, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "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": "517f78f0a5bd4f0412f83a54bf2f059f", "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": "517f78f0a5bd4f0412f83a54bf2f059f", "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": "517f78f0a5bd4f0412f83a54bf2f059f", "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": "517f78f0a5bd4f0412f83a54bf2f059f", "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": "517f78f0a5bd4f0412f83a54bf2f059f", "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": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 321 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey,", "recordsIn": 1479, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr, s_suppkey, s_name, s_address, s_nationkey,", "recordsIn": 1509, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%", "recordsIn": 0, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey, p_mfgr], where=[AND(=(p_size, 15), LIKE(p_type, '%", "recordsIn": 200000, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 747 }, { "operator": "NativeCalc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[IS NOT NULL(ps", "recordsIn": 0, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_suppkey, ps_supplycost], where=[IS NOT NULL(ps", "recordsIn": 800000, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, n_regionkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, n_regionkey], nativeFunctions=[], ", "recordsIn": 800000, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, s_nationkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost, s_nationkey], nativeFunctions=[], ", "recordsIn": 800000, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost], nativeFunctions=[], jvmFunctions=", "recordsIn": 1, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[ps_partkey, ps_supplycost], nativeFunctions=[], jvmFunctions=", "recordsIn": 158960, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 158960 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 0, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 0, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 5, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'EUROPE')], nativeFunctions=[]", "recordsIn": 5, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_acctbal, s_name, n_name, p_partkey, p_mfgr, s_address, s_ph", "recordsIn": 100, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 100 }, { "operator": "NativeCalc(select=[s_suppkey, s_nationkey], nativeFunctions=[], jvmFunctions=[])", "recordsIn": 0, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_suppkey, s_nationkey], nativeFunctions=[], jvmFunctions=[])", "recordsIn": 10000, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 10000 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 10000, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 10000 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 25 }, { "operator": "NativeFileSourceShare", "recordsIn": 5, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[p_", "recordsIn": 1480, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 321 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[p_", "recordsIn": 1510, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 321 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[ps", "recordsIn": 1, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[ps", "recordsIn": 800001, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 158960 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_pa", "recordsIn": 398867, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 1452 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_partkey, p_partkey)], select=[ps_pa", "recordsIn": 401880, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 1536 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 6432, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 6556, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[p_", "recordsIn": 1504, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 1479 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[p_", "recordsIn": 1534, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 1509 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 25, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 800025, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_pa", "recordsIn": 10000, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, ps_suppkey)], select=[ps_pa", "recordsIn": 810000, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_suppl", "recordsIn": 117743, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 234 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, ps_partkey), =(ps_suppl", "recordsIn": 117743, "jobId": "517f78f0a5bd4f0412f83a54bf2f059f", "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": "517f78f0a5bd4f0412f83a54bf2f059f", "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": "517f78f0a5bd4f0412f83a54bf2f059f", "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": "517f78f0a5bd4f0412f83a54bf2f059f", "attempt": "0", "subtask": "0", "recordsOut": 100 } ] }, { "engine": "stock", "trial": -3, "jobId": "e19f7dc550762cab5e9038deee91b959", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "f61ae35012d318b6cf2a733e0f5bbe67", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "9c8489fd9bc16bef5fd273dbb2c1543f", "sourceArrowRows": 1810030, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplyc", "recordsIn": 1, "jobId": "9c8489fd9bc16bef5fd273dbb2c1543f", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_MIN(ps_supplyc", "recordsIn": 158960, "jobId": "9c8489fd9bc16bef5fd273dbb2c1543f", "attempt": "0", "subtask": "0", "recordsOut": 117422 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 58585, "jobId": "9c8489fd9bc16bef5fd273dbb2c1543f", "attempt": "0", "subtask": "0", "recordsOut": 58585 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 58837, "jobId": "9c8489fd9bc16bef5fd273dbb2c1543f", "attempt": "0", "subtask": "1", "recordsOut": 58837 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 0, "jobId": "9c8489fd9bc16bef5fd273dbb2c1543f", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 25, "jobId": "9c8489fd9bc16bef5fd273dbb2c1543f", "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": "9c8489fd9bc16bef5fd273dbb2c1543f", "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": "9c8489fd9bc16bef5fd273dbb2c1543f", "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": "9c8489fd9bc16bef5fd273dbb2c1543f", "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": "9c8489fd9bc16bef5fd273dbb2c1543f", "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": "9c8489fd9bc16bef5fd273dbb2c1543f", "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": "9c8489fd9bc16bef5fd273dbb2c1543f", "attempt": "0", "subtask": "1", "recordsOut": 321 }, { 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"8a66cf3db8d8ed7c8fa3406c1054c0a2", "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": "8a66cf3db8d8ed7c8fa3406c1054c0a2", "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": "8a66cf3db8d8ed7c8fa3406c1054c0a2", "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": "8a66cf3db8d8ed7c8fa3406c1054c0a2", "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": [ 3355769291, 3263800500, 3222962250, 3244402875, 3241960250, 3278501583, 3225263875 ], "nativeNanos": [ 399328541, 392363041, 384635250, 397417250, 401071958, 383011750, 388932042 ], "stockRuntimeMs": [ 3148, 3120, 3077, 3089, 3116, 3097, 3102 ], "nativeRuntimeMs": [ 293, 271, 278, 273, 281, 282, 272 ], "status": "passed", "stockMedianMs": 3244.402875, "nativeMedianMs": 392.363041, "speedup": 8.268879930003397 }, { "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": "85e25049bef3c5993221911de4554b14", "sourceArrowRows": 7651215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriorit", "recordsIn": 14786, "jobId": "85e25049bef3c5993221911de4554b14", "attempt": "0", "subtask": "0", "recordsOut": 5670 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriorit", "recordsIn": 15733, "jobId": "85e25049bef3c5993221911de4554b14", "attempt": "0", "subtask": "1", "recordsOut": 5950 }, { "operator": "NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFuncti", "recordsIn": 0, "jobId": "85e25049bef3c5993221911de4554b14", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFuncti", "recordsIn": 150000, "jobId": "85e25049bef3c5993221911de4554b14", "attempt": "0", "subtask": "0", "recordsOut": 30142 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate", "recordsIn": 0, "jobId": "85e25049bef3c5993221911de4554b14", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate", "recordsIn": 6001215, "jobId": "85e25049bef3c5993221911de4554b14", "attempt": "0", "subtask": "1", "recordsOut": 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"recordsOut": 10 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<", "recordsIn": 0, "jobId": "7a573871d9460cecf7b458f686c04d10", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<", "recordsIn": 1500000, "jobId": "7a573871d9460cecf7b458f686c04d10", "attempt": "0", "subtask": "1", "recordsOut": 727305 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderdate, o_shippriority], nativeFunctions=[],", "recordsIn": 0, "jobId": "7a573871d9460cecf7b458f686c04d10", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderdate, o_shippriority], nativeFunctions=[],", "recordsIn": 147126, "jobId": "7a573871d9460cecf7b458f686c04d10", "attempt": "0", "subtask": "1", "recordsOut": 147126 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 30142, "jobId": "7a573871d9460cecf7b458f686c04d10", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 757447, "jobId": "7a573871d9460cecf7b458f686c04d10", "attempt": "0", "subtask": "1", "recordsOut": 147126 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_or", "recordsIn": 1692190, "jobId": "7a573871d9460cecf7b458f686c04d10", "attempt": "0", "subtask": "0", "recordsOut": 15111 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_or", "recordsIn": 1696712, "jobId": "7a573871d9460cecf7b458f686c04d10", "attempt": "0", "subtask": "1", "recordsOut": 15408 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 20, "jobId": "7a573871d9460cecf7b458f686c04d10", "attempt": "0", "subtask": "0", "recordsOut": 10 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 5670, "jobId": "7a573871d9460cecf7b458f686c04d10", "attempt": "0", "subtask": "0", "recordsOut": 10 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 5950, "jobId": "7a573871d9460cecf7b458f686c04d10", "attempt": "0", "subtask": "1", "recordsOut": 10 } ] }, { "engine": "stock", "trial": 5, "jobId": "f263803162dde5b57390d1540a986af2", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "07638b879006dd3f61c09bcecd3314dc", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "f4b1349ed396c49e76151de4582492b2", "sourceArrowRows": 7651215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriorit", "recordsIn": 14786, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "0", "recordsOut": 5670 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[l_orderkey, o_orderdate, o_shippriorit", "recordsIn": 15733, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "1", "recordsOut": 5950 }, { "operator": "NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFuncti", "recordsIn": 0, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[c_custkey], where=[=(c_mktsegment, 'BUILDING')], nativeFuncti", "recordsIn": 150000, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "0", "recordsOut": 30142 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate", "recordsIn": 0, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[>(l_shipdate", "recordsIn": 6001215, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "0", "recordsOut": 3241776 }, { "operator": "NativeCalc(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -", "recordsIn": 15111, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "0", "recordsOut": 15111 }, { "operator": "NativeCalc(select=[l_orderkey, o_orderdate, o_shippriority, *(l_extendedprice, -", "recordsIn": 15408, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "1", "recordsOut": 15408 }, { "operator": "NativeCalc(select=[l_orderkey, revenue, o_orderdate, o_shippriority], nativeFunc", "recordsIn": 10, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "0", "recordsOut": 10 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<", "recordsIn": 0, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate, o_shippriority], where=[<", "recordsIn": 1500000, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "1", "recordsOut": 727305 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderdate, o_shippriority], nativeFunctions=[],", "recordsIn": 0, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderdate, o_shippriority], nativeFunctions=[],", "recordsIn": 147126, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "1", "recordsOut": 147126 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 30142, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 757447, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "1", "recordsOut": 147126 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_or", "recordsIn": 1692190, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "0", "recordsOut": 15111 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[o_or", "recordsIn": 1696712, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "1", "recordsOut": 15408 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 20, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "0", "recordsOut": 10 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 5670, "jobId": "f4b1349ed396c49e76151de4582492b2", "attempt": "0", "subtask": "0", "recordsOut": 10 }, { "operator": "NativeSort(orderBy=[revenue DESC, o_orderdate ASC], offset=[0], fetch=[10], glob", "recordsIn": 5950, "jobId": "f4b1349ed396c49e76151de4582492b2", "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": [ 1162059542, 1168228000, 1125602917, 1030865541, 1153209167, 1149557750, 1170267334 ], "nativeNanos": [ 466829542, 466478625, 454018291, 476151958, 458293167, 463455416, 467465083 ], "stockRuntimeMs": [ 989, 1012, 1017, 961, 987, 1028, 1040 ], "nativeRuntimeMs": [ 347, 346, 399, 387, 380, 350, 376 ], "status": "passed", "stockMedianMs": 1153.209167, "nativeMedianMs": 466.478625, "speedup": 2.472158648212445 }, { "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": "c15f637a3916a50430977f3a425d03f1", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "1", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "1", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2384]", "recordsIn": 26222, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2384]", "recordsIn": 26301, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2390]", "recordsIn": 5, "jobId": "c15f637a3916a50430977f3a425d03f1", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "stock", "trial": -3, "jobId": "f3cadb6ee68bf7476a1e92c0abd3d509", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "66c27c78c138cbb0c23187b5c0d280bc", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "c82322a5d10d8fad6cbff5614b021768", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "0", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "1", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2437]", "recordsIn": 26222, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2437]", "recordsIn": 26301, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2443]", "recordsIn": 5, "jobId": "c82322a5d10d8fad6cbff5614b021768", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "0058570409cc5bd88d653b87810b492b", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "1", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "1", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2460]", "recordsIn": 26222, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2460]", "recordsIn": 26301, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2466]", "recordsIn": 5, "jobId": "0058570409cc5bd88d653b87810b492b", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "stock", "trial": -1, "jobId": "6a361d779b270f364e19f317807e2a62", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 0, "jobId": "6079eb377c029c0c74fcc927db67d891", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 0, "jobId": "650a1af336ec13f91894b8db9003ed5a", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "1", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "0", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2513]", "recordsIn": 26222, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2513]", "recordsIn": 26301, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2519]", "recordsIn": 5, "jobId": "650a1af336ec13f91894b8db9003ed5a", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "streamfusion", "trial": 1, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "1", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "1", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2536]", "recordsIn": 26222, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2536]", "recordsIn": 26301, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2542]", "recordsIn": 5, "jobId": "cded4e44c6fbc4010a6de49a2110725f", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "stock", "trial": 1, "jobId": "ab83f2ad61adbb0e37d8af95f0fe68e9", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 2, "jobId": "a2e32d8e1ccf34c6439cb384ea3d8366", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 2, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "0", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "0", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2589]", "recordsIn": 26222, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2589]", "recordsIn": 26301, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2595]", "recordsIn": 5, "jobId": "4607b1db4a27a6c938d5274cab0d7f52", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "streamfusion", "trial": 3, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "0", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "0", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2612]", "recordsIn": 26222, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2612]", "recordsIn": 26301, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2618]", "recordsIn": 5, "jobId": "7d3fa7be432f0afb42be8fa6dd39b1bb", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "stock", "trial": 3, "jobId": "2458ac55aa2191aa22f1d76c389d4173", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 4, "jobId": "6db61a23414a6169ab4faa671b8886c1", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 4, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "0", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "0", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2665]", "recordsIn": 26222, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2665]", "recordsIn": 26301, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2671]", "recordsIn": 5, "jobId": "f1b13323c7e58ea9a0e9bcf13ef92352", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "streamfusion", "trial": 5, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "0", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "0", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2688]", "recordsIn": 26222, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2688]", "recordsIn": 26301, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2694]", "recordsIn": 5, "jobId": "1433b753c5fcaaa6d6f3d2ceeff05c35", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "stock", "trial": 5, "jobId": "a7ed303235d6b7e6620970e22b66cd87", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "5b4706ad0d2d585846d6c55c16c4ea5b", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "88a076cdac6136edd370b09537627ddb", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26222, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[o_orderpriority], select=[o_orderpriority, Partial_COUN", "recordsIn": 26301, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 4, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_orderpriority], select=[o_orderpriori", "recordsIn": 6, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "1", "recordsOut": 3 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 0, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey], where=[<(l_commitdate, l_receiptdate)], nativeFu", "recordsIn": 6001215, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "1", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 0, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_orderpriority], where=[SEARCH(o_orderdate, Sarg", "recordsIn": 1500000, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "1", "recordsOut": 57218 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2741]", "recordsIn": 26222, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeCalc(select=[o_orderpriority], nativeFunctions=[], jvmFunctions=[])[2741]", "recordsIn": 26301, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1922968, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "0", "recordsOut": 26222 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(l_orderkey, o_orderkey)], select=[o", "recordsIn": 1927546, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "1", "recordsOut": 26301 }, { "operator": "NativeSort(orderBy=[o_orderpriority ASC])[2747]", "recordsIn": 5, "jobId": "88a076cdac6136edd370b09537627ddb", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] } ], "resultType": "ROW<`o_orderpriority` STRING, `order_count` BIGINT NOT NULL> NOT NULL", "rows": 5, "resultSha256": "d14e778383aebcc943b65d6f9829a6021c1e57378445162013227039db753f88", "stockNanos": [ 892416958, 896490958, 941508750, 899075792, 929009625, 929500875, 1140651625 ], "nativeNanos": [ 353120541, 349031208, 352834541, 355371375, 360898250, 351666625, 344710417 ], "stockRuntimeMs": [ 815, 784, 784, 778, 796, 801, 963 ], "nativeRuntimeMs": [ 259, 270, 243, 256, 322, 238, 272 ], "status": "passed", "stockMedianMs": 929.009625, "nativeMedianMs": 352.834541, "speedup": 2.6329894526964694 }, { "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": "56763a916ce63e2cd667b4b4bbf95d32", "sourceArrowRows": 7661245, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])[29", "recordsIn": 3606, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])[29", "recordsIn": 3637, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$", "recordsIn": 4, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$", "recordsIn": 6, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "0", "recordsOut": 3 }, { "operator": "NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeF", "recordsIn": 454868, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "0", "recordsOut": 454868 }, { "operator": "NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeF", "recordsIn": 455651, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "1", "recordsOut": 455651 }, { "operator": "NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[]", "recordsIn": 113473, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "0", "recordsOut": 113473 }, { "operator": "NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[]", "recordsIn": 114124, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "1", "recordsOut": 114124 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunc", "recordsIn": 18081, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunc", "recordsIn": 18155, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[]", "recordsIn": 18081, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[]", "recordsIn": 18155, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": 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"NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_na", "recordsIn": 3118643, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "1", "recordsOut": 455651 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 18082, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "0", "recordsOut": 3637 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 18156, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "1", "recordsOut": 3606 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_", "recordsIn": 18106, "jobId": "56763a916ce63e2cd667b4b4bbf95d32", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_", "recordsIn": 18180, "jobId": 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"engine": "streamfusion", "trial": -2, "jobId": "7c734d315952e7d2d3ebf084c616b746", "sourceArrowRows": 7661245, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])[30", "recordsIn": 3606, "jobId": "7c734d315952e7d2d3ebf084c616b746", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])[30", "recordsIn": 3637, "jobId": "7c734d315952e7d2d3ebf084c616b746", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$", "recordsIn": 4, "jobId": "7c734d315952e7d2d3ebf084c616b746", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$", "recordsIn": 6, "jobId": "7c734d315952e7d2d3ebf084c616b746", "attempt": "0", "subtask": "0", "recordsOut": 3 }, { "operator": "NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeF", "recordsIn": 454868, "jobId": "7c734d315952e7d2d3ebf084c616b746", "attempt": "0", "subtask": "0", "recordsOut": 454868 }, { "operator": "NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeF", "recordsIn": 455651, "jobId": "7c734d315952e7d2d3ebf084c616b746", "attempt": "0", "subtask": "1", "recordsOut": 455651 }, { "operator": "NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[]", "recordsIn": 113473, "jobId": "7c734d315952e7d2d3ebf084c616b746", "attempt": "0", "subtask": "0", "recordsOut": 113473 }, { "operator": "NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[]", "recordsIn": 114124, "jobId": "7c734d315952e7d2d3ebf084c616b746", "attempt": "0", "subtask": "1", "recordsOut": 114124 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunc", "recordsIn": 18081, 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"operator": "NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunc", "recordsIn": 18081, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunc", "recordsIn": 18155, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[]", "recordsIn": 18081, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[]", "recordsIn": 18155, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeCalc(select=[n_name, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeF", "recordsIn": 3606, "jobId": 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where=[=(r_name, 'ASIA')], nativeFunctions=[], ", "recordsIn": 5, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 188184, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "0", "recordsOut": 113473 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 189413, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "1", "recordsOut": 114124 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_na", "recordsIn": 3110169, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "0", "recordsOut": 454868 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_na", "recordsIn": 3118643, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "1", "recordsOut": 455651 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 18082, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "0", "recordsOut": 3637 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 18156, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "1", "recordsOut": 3606 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_", "recordsIn": 18106, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_", "recordsIn": 18180, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationk", "recordsIn": 464868, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationk", "recordsIn": 465651, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeSort(orderBy=[revenue DESC])[3609]", "recordsIn": 5, "jobId": "9e02439883dcda0557f6d3c57dfa88d3", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] }, { "engine": "stock", "trial": 5, "jobId": "fa806b0061e5f4ea4feb0cf5c6420fd1", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "ed8317a6e0603f429a0216ae57dbaec2", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "sourceArrowRows": 7661245, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])[37", "recordsIn": 3606, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 5 }, { "operator": "NativeAggregate(groupBy=[n_name], select=[n_name, Partial_SUM($f1) AS sum$0])[37", "recordsIn": 3637, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$", "recordsIn": 4, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[n_name], select=[n_name, Final_SUM(sum$", "recordsIn": 6, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 3 }, { "operator": "NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeF", "recordsIn": 454868, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 454868 }, { "operator": "NativeCalc(select=[c_nationkey, l_suppkey, l_extendedprice, l_discount], nativeF", "recordsIn": 455651, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 455651 }, { "operator": "NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[]", "recordsIn": 113473, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 113473 }, { "operator": "NativeCalc(select=[c_nationkey, o_orderkey], nativeFunctions=[], jvmFunctions=[]", "recordsIn": 114124, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 114124 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunc", "recordsIn": 18081, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, n_name, n_regionkey], nativeFunc", "recordsIn": 18155, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[]", "recordsIn": 18081, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, s_nationkey], nativeFunctions=[]", "recordsIn": 18155, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeCalc(select=[n_name, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeF", "recordsIn": 3606, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 3606 }, { "operator": "NativeCalc(select=[n_name, *(l_extendedprice, -(1, l_discount)) AS $f1], nativeF", "recordsIn": 3637, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 3637 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1994", "recordsIn": 0, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1994", "recordsIn": 1500000, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 227597 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'ASIA')], nativeFunctions=[], ", "recordsIn": 0, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'ASIA')], nativeFunctions=[], ", "recordsIn": 5, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 188184, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 113473 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 189413, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 114124 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_na", "recordsIn": 3110169, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 454868 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_na", "recordsIn": 3118643, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 455651 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 18082, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 3637 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 18156, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 3606 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_", "recordsIn": 18106, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[l_", "recordsIn": 18180, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationk", "recordsIn": 464868, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 18081 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(l_suppkey, s_suppkey), =(c_nationk", "recordsIn": 465651, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "1", "recordsOut": 18155 }, { "operator": "NativeSort(orderBy=[revenue DESC])[3727]", "recordsIn": 5, "jobId": "f91fee263bba21820dec7b4d8ca4a50f", "attempt": "0", "subtask": "0", "recordsOut": 5 } ] } ], "resultType": "ROW<`n_name` STRING, `revenue` DECIMAL(38, 4)> NOT NULL", "rows": 5, "resultSha256": "1d80d5590613c932e8a7d1a87ac10920ab49fd6bf04e4fabf72d744a98a9c1e0", "stockNanos": [ 2018873291, 2136290750, 2143053125, 2013008625, 2003301083, 2035947625, 2017668000 ], "nativeNanos": [ 803981709, 796946166, 805187500, 822138000, 794935250, 804760333, 793767166 ], "stockRuntimeMs": [ 1873, 1944, 2048, 1887, 1894, 1880, 1878 ], "nativeRuntimeMs": [ 703, 703, 700, 705, 695, 701, 713 ], "status": "passed", "stockMedianMs": 2018.873291, "nativeMedianMs": 803.981709, "speedup": 2.5110935589705066 }, { "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": "3ff2d7a0c77501ae851c615e89f84ccc", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3759]", "recordsIn": 1, "jobId": "3ff2d7a0c77501ae851c615e89f84ccc", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3757]", "recordsIn": 0, "jobId": "3ff2d7a0c77501ae851c615e89f84ccc", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3757]", "recordsIn": 114160, "jobId": "3ff2d7a0c77501ae851c615e89f84ccc", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "3ff2d7a0c77501ae851c615e89f84ccc", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "3ff2d7a0c77501ae851c615e89f84ccc", "attempt": "0", "subtask": "1", "recordsOut": 114160 } ] }, { "engine": "stock", "trial": -3, "jobId": "fa8b35e15fa3dd7bada432dbab484b16", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "11c1f4d6c13779f295f70db3447ccab4", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "73c8efb2bddef1cf6f6e02cdebc2ab42", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3782]", "recordsIn": 1, "jobId": "73c8efb2bddef1cf6f6e02cdebc2ab42", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3780]", "recordsIn": 0, "jobId": "73c8efb2bddef1cf6f6e02cdebc2ab42", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3780]", "recordsIn": 114160, "jobId": "73c8efb2bddef1cf6f6e02cdebc2ab42", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "73c8efb2bddef1cf6f6e02cdebc2ab42", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "73c8efb2bddef1cf6f6e02cdebc2ab42", "attempt": "0", "subtask": "1", "recordsOut": 114160 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "a444042bf3d18273afe160db2bcb6e7a", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3793]", "recordsIn": 1, "jobId": "a444042bf3d18273afe160db2bcb6e7a", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3791]", "recordsIn": 0, "jobId": "a444042bf3d18273afe160db2bcb6e7a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3791]", "recordsIn": 114160, "jobId": "a444042bf3d18273afe160db2bcb6e7a", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "a444042bf3d18273afe160db2bcb6e7a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "a444042bf3d18273afe160db2bcb6e7a", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "stock", "trial": -1, "jobId": "1def977e2adf55375d9a8047f4b002fe", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 0, "jobId": "12bf31ea2e38e759eaabf099e2c88e7d", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 0, "jobId": "1e920d43d38c0d5e8244b13dcbf87c89", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3816]", "recordsIn": 1, "jobId": "1e920d43d38c0d5e8244b13dcbf87c89", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3814]", "recordsIn": 0, "jobId": "1e920d43d38c0d5e8244b13dcbf87c89", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3814]", "recordsIn": 114160, "jobId": "1e920d43d38c0d5e8244b13dcbf87c89", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "1e920d43d38c0d5e8244b13dcbf87c89", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "1e920d43d38c0d5e8244b13dcbf87c89", "attempt": "0", "subtask": "1", "recordsOut": 114160 } ] }, { "engine": "streamfusion", "trial": 1, "jobId": "593a1c37e16eb01a014f021de1d6baf2", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3827]", "recordsIn": 1, "jobId": "593a1c37e16eb01a014f021de1d6baf2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3825]", "recordsIn": 0, "jobId": "593a1c37e16eb01a014f021de1d6baf2", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3825]", "recordsIn": 114160, "jobId": "593a1c37e16eb01a014f021de1d6baf2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "593a1c37e16eb01a014f021de1d6baf2", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "593a1c37e16eb01a014f021de1d6baf2", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "stock", "trial": 1, "jobId": "5e99d5a580598939fa28d84ff4e419a6", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 2, "jobId": "ff5c3e44cfd5d14d43ce0ec5e75f6a97", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 2, "jobId": "2f2738fee719794fc09bc66a98e8d9d2", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3850]", "recordsIn": 1, "jobId": "2f2738fee719794fc09bc66a98e8d9d2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3848]", "recordsIn": 0, "jobId": "2f2738fee719794fc09bc66a98e8d9d2", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3848]", "recordsIn": 114160, "jobId": "2f2738fee719794fc09bc66a98e8d9d2", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "2f2738fee719794fc09bc66a98e8d9d2", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "2f2738fee719794fc09bc66a98e8d9d2", "attempt": "0", "subtask": "1", "recordsOut": 114160 } ] }, { "engine": "streamfusion", "trial": 3, "jobId": "bd7d11351eb78f30e80fe328ca233536", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3861]", "recordsIn": 1, "jobId": "bd7d11351eb78f30e80fe328ca233536", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3859]", "recordsIn": 0, "jobId": "bd7d11351eb78f30e80fe328ca233536", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3859]", "recordsIn": 114160, "jobId": "bd7d11351eb78f30e80fe328ca233536", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "bd7d11351eb78f30e80fe328ca233536", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "bd7d11351eb78f30e80fe328ca233536", "attempt": "0", "subtask": "1", "recordsOut": 114160 } ] }, { "engine": "stock", "trial": 3, "jobId": "ff8876edecb4abb94f668f9b3046958b", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 4, "jobId": "58a65cfd9c69ec091ade7738eafb215f", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 4, "jobId": "b52c7a4d2e2fc7be1927447cf20e741f", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3884]", "recordsIn": 1, "jobId": "b52c7a4d2e2fc7be1927447cf20e741f", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3882]", "recordsIn": 0, "jobId": "b52c7a4d2e2fc7be1927447cf20e741f", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3882]", "recordsIn": 114160, "jobId": "b52c7a4d2e2fc7be1927447cf20e741f", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "b52c7a4d2e2fc7be1927447cf20e741f", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "b52c7a4d2e2fc7be1927447cf20e741f", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "streamfusion", "trial": 5, "jobId": "8f7bb740dfce76edb3b18e1c2e691614", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3895]", "recordsIn": 1, "jobId": "8f7bb740dfce76edb3b18e1c2e691614", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3893]", "recordsIn": 0, "jobId": "8f7bb740dfce76edb3b18e1c2e691614", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3893]", "recordsIn": 114160, "jobId": "8f7bb740dfce76edb3b18e1c2e691614", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "8f7bb740dfce76edb3b18e1c2e691614", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "8f7bb740dfce76edb3b18e1c2e691614", "attempt": "0", "subtask": "0", "recordsOut": 114160 } ] }, { "engine": "stock", "trial": 5, "jobId": "3cb44bbad775d7b7b7e7865af147fd3e", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "3124e9fdb3b08e4f8dba4f556b1d6923", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "eaf90318d977b8a25f98f0187f74d878", "sourceArrowRows": 6001215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[3918]", "recordsIn": 1, "jobId": "eaf90318d977b8a25f98f0187f74d878", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3916]", "recordsIn": 0, "jobId": "eaf90318d977b8a25f98f0187f74d878", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[3916]", "recordsIn": 114160, "jobId": "eaf90318d977b8a25f98f0187f74d878", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 0, "jobId": "eaf90318d977b8a25f98f0187f74d878", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, l_discount) AS $f0], where=[AND(SEARCH(l_s", "recordsIn": 6001215, "jobId": "eaf90318d977b8a25f98f0187f74d878", "attempt": "0", "subtask": "1", "recordsOut": 114160 } ] } ], "resultType": "ROW<`revenue` DECIMAL(38, 4)> NOT NULL", "rows": 1, "resultSha256": "3b7d6014c113dcbe7abf123c80dfb895bfa79c896008fedd40cd7660be86ddec", "stockNanos": [ 677006709, 658410208, 566244167, 686583709, 666598167, 660506917, 673709417 ], "nativeNanos": [ 344758750, 336552667, 347909542, 344154958, 332810375, 337583833, 336170083 ], "stockRuntimeMs": [ 549, 564, 534, 575, 556, 579, 607 ], "nativeRuntimeMs": [ 274, 264, 291, 272, 270, 270, 269 ], "status": "passed", "stockMedianMs": 666.598167, "nativeMedianMs": 337.583833, "speedup": 1.9746151972864172 }, { "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": "980ab2384e2569789f6de52c63f01270", "sourceArrowRows": 7661240, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation,", "recordsIn": 2917, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation,", "recordsIn": 3007, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], sele", "recordsIn": 4, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], sele", "recordsIn": 4, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name]", "recordsIn": 72600, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 72600 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name]", "recordsIn": 73103, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 73103 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdat", "recordsIn": 0, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdat", "recordsIn": 6001215, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 1828450 }, { "operator": "NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, ", "recordsIn": 2917, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 2917 }, { "operator": "NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, ", "recordsIn": 3007, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 3007 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 0, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 0, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 25, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 25, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_natio", "recordsIn": 910049, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 910049 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_natio", "recordsIn": 918401, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 918401 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custk", "recordsIn": 914067, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 914067 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custk", "recordsIn": 914383, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 914383 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipd", "recordsIn": 0, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipd", "recordsIn": 1828450, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 1828450 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 25 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nati", "recordsIn": 984760, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 910049 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nati", "recordsIn": 993690, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 918401 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 1663242, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 914383 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 1665208, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 914067 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 910051, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 72600 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 918403, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 73103 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 10000, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 1838450, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 1828450 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(", "recordsIn": 72602, "jobId": "980ab2384e2569789f6de52c63f01270", "attempt": "0", "subtask": "0", "recordsOut": 2917 }, { "operator": 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"c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 25, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_natio", "recordsIn": 910049, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 910049 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_natio", "recordsIn": 918401, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "1", "recordsOut": 918401 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custk", "recordsIn": 914067, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "1", "recordsOut": 914067 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custk", "recordsIn": 914383, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 914383 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipd", "recordsIn": 0, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipd", "recordsIn": 1828450, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 1828450 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nati", "recordsIn": 984760, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 910049 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nati", "recordsIn": 993690, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "1", "recordsOut": 918401 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 1663242, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 914383 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 1665208, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "1", "recordsOut": 914067 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 910051, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 72600 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 918403, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "1", "recordsOut": 73103 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 10000, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 1838450, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 1828450 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(", "recordsIn": 72602, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 2917 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(", "recordsIn": 73105, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "1", "recordsOut": 3007 }, { "operator": "NativeSort(orderBy=[supp_nation ASC, cust_nation ASC, l_year ASC])[4782]", "recordsIn": 4, "jobId": "c639d2c21ce7b199b3feb979a5c4e296", "attempt": "0", "subtask": "0", "recordsOut": 4 } ] }, { "engine": "stock", "trial": 5, "jobId": "6ee84fbbf2bf7615bedba2e3c57e04fe", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "950f859284d848474348b18865268e0e", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "a067943b35cc813dc6451da4277bd421", "sourceArrowRows": 7661240, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation,", "recordsIn": 2917, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeAggregate(groupBy=[supp_nation, cust_nation, l_year], select=[supp_nation,", "recordsIn": 3007, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], sele", "recordsIn": 4, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supp_nation, cust_nation, l_year], sele", "recordsIn": 4, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name]", "recordsIn": 72600, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 72600 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, l_shipdate, c_nationkey, n_name]", "recordsIn": 73103, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 73103 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdat", "recordsIn": 0, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey, l_extendedprice, l_discount, l_shipdat", "recordsIn": 6001215, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 1828450 }, { "operator": "NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, ", "recordsIn": 2917, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 2917 }, { "operator": "NativeCalc(select=[n_name AS supp_nation, n_name0 AS cust_nation, EXTRACT(YEAR, ", "recordsIn": 3007, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 3007 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 0, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 0, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 25, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], where=[SEARCH(n_name, Sarg[_UTF-16LE'FR", "recordsIn": 25, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_natio", "recordsIn": 910049, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 910049 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, c_natio", "recordsIn": 918401, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 918401 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custk", "recordsIn": 914067, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 914067 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, l_shipdate, o_custk", "recordsIn": 914383, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 914383 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipd", "recordsIn": 0, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount, l_shipd", "recordsIn": 1828450, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 1828450 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nati", "recordsIn": 984760, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 910049 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[s_nati", "recordsIn": 993690, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 918401 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 1663242, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 914383 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 1665208, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 914067 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 910051, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 72600 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 918403, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 73103 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 10000, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 1838450, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 1828450 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(", "recordsIn": 72602, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "0", "recordsOut": 2917 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(c_nationkey, n_nationkey), OR(AND(", "recordsIn": 73105, "jobId": "a067943b35cc813dc6451da4277bd421", "attempt": "0", "subtask": "1", "recordsOut": 3007 }, { "operator": "NativeSort(orderBy=[supp_nation ASC, cust_nation ASC, l_year ASC])[4899]", "recordsIn": 4, "jobId": "a067943b35cc813dc6451da4277bd421", "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": [ 2054208709, 1950798791, 1927631125, 2041598333, 2111136083, 2243806750, 2145933709 ], "nativeNanos": [ 1137134584, 1008856250, 1116625708, 1028370083, 1010457458, 1021287334, 1132138500 ], "stockRuntimeMs": [ 1921, 1826, 1772, 1834, 1941, 2045, 1970 ], "nativeRuntimeMs": [ 1033, 941, 1015, 922, 917, 902, 995 ], "status": "passed", "stockMedianMs": 2054.208709, "nativeMedianMs": 1028.370083, "speedup": 1.997538379381268 }, { "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": "7e17b2104693099274daf5328b43e324", "sourceArrowRows": 7861245, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Par", "recordsIn": 1263, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Par", "recordsIn": 1340, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$", "recordsIn": 0, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$", "recordsIn": 4, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE(=(n_name0, 'BRAZIL", "recordsIn": 1263, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "0", "recordsOut": 1263 }, { "operator": "NativeCalc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE(=(n_name0, 'BRAZIL", "recordsIn": 1340, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "1", "recordsOut": 1340 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name", "recordsIn": 6681, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name", "recordsIn": 6708, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])[51", "recordsIn": 0, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])[51", "recordsIn": 25, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 0, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 25, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdat", "recordsIn": 0, "jobId": "7e17b2104693099274daf5328b43e324", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdat", "recordsIn": 1500000, "jobId": 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"NativeJoin(joinType=[InnerJoin], where=[=(o_custkey, c_custkey)], select=[s_nati", "recordsIn": 81970, "jobId": "bc7aa1a8d20c5892227c4c5152918cf6", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 6706, "jobId": "bc7aa1a8d20c5892227c4c5152918cf6", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 6733, "jobId": "bc7aa1a8d20c5892227c4c5152918cf6", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeSort(orderBy=[o_year ASC])[6131]", "recordsIn": 2, "jobId": "bc7aa1a8d20c5892227c4c5152918cf6", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "stock", "trial": 5, "jobId": "9ef23ee8ec91a60874948ed18a1d050d", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "5d023bc88f24ebc56c26a1206690d865", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "sourceArrowRows": 7861245, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Par", "recordsIn": 1263, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": "NativeAggregate(groupBy=[o_year], select=[o_year, Partial_SUM($f1) AS sum$0, Par", "recordsIn": 1340, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$", "recordsIn": 0, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[o_year], select=[o_year, Final_SUM(sum$", "recordsIn": 4, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE(=(n_name0, 'BRAZIL", "recordsIn": 1263, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 1263 }, { "operator": "NativeCalc(select=[EXTRACT(YEAR, o_orderdate) AS o_year, CASE(=(n_name0, 'BRAZIL", "recordsIn": 1340, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 1340 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name", "recordsIn": 6681, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeCalc(select=[l_extendedprice, l_discount, o_orderdate, n_regionkey, n_name", "recordsIn": 6708, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])[62", "recordsIn": 0, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_name], nativeFunctions=[], jvmFunctions=[])[62", "recordsIn": 25, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 0, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey, n_regionkey], nativeFunctions=[], jvmFunctions=[", "recordsIn": 25, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdat", "recordsIn": 0, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey, o_orderdate], where=[SEARCH(o_orderdat", "recordsIn": 1500000, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 457263 }, { "operator": "NativeCalc(select=[o_year, /($f1, $f2) AS mkt_share], nativeFunctions=[], jvmFun", "recordsIn": 0, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_year, /($f1, $f2) AS mkt_share], nativeFunctions=[], jvmFun", "recordsIn": 2, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 21298, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 21298 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 22395, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 22395 }, { "operator": "NativeCalc(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nati", "recordsIn": 0, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[=(p_type, 'ECONOMY ANODIZED STEEL')], nati", "recordsIn": 200000, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 1451 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'AMERICA')], nativeFunctions=[", "recordsIn": 0, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[r_regionkey], where=[=(r_name, 'AMERICA')], nativeFunctions=[", "recordsIn": 5, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderd", "recordsIn": 6626, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 6626 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_custkey, o_orderd", "recordsIn": 6763, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 6763 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nati", "recordsIn": 6681, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, c_nati", "recordsIn": 6708, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regi", "recordsIn": 6681, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeCalc(select=[s_nationkey, l_extendedprice, l_discount, o_orderdate, n_regi", "recordsIn": 6708, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount], native", "recordsIn": 21298, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 21298 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_extendedprice, l_discount], native", "recordsIn": 22395, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 22395 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 25 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[s_", "recordsIn": 6706, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[s_", "recordsIn": 6733, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[s_na", "recordsIn": 250461, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 6626 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[s_na", "recordsIn": 250495, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 6763 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 2989769, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 21533 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 3012897, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 22160 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 26221, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 21298 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 27472, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 22395 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 6682, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 1340 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(n_regionkey, r_regionkey)], select=[l_", "recordsIn": 6709, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 1263 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_custkey, c_custkey)], select=[s_nati", "recordsIn": 81419, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_custkey, c_custkey)], select=[s_nati", "recordsIn": 81970, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 6706, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "1", "recordsOut": 6681 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 6733, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 6708 }, { "operator": "NativeSort(orderBy=[o_year ASC])[6298]", "recordsIn": 2, "jobId": "ffb04e532b600b2b72a8a652724fc8b4", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] } ], "resultType": "ROW<`o_year` BIGINT, `mkt_share` DECIMAL(38, 6)> NOT NULL", "rows": 2, "resultSha256": "4558a064de7ba5f6a8060c6615404d1a15c94e534df78bb232c4bdbc754e856f", "stockNanos": [ 5187134083, 5252542959, 5163437708, 5194523709, 5075286500, 4952997542, 5104639209 ], "nativeNanos": [ 908896041, 914208875, 915980125, 893891583, 932781500, 921507042, 935438042 ], "stockRuntimeMs": [ 5069, 5074, 4973, 5004, 4932, 4843, 4958 ], "nativeRuntimeMs": [ 796, 822, 782, 785, 815, 798, 796 ], "status": "passed", "stockMedianMs": 5163.437708, "nativeMedianMs": 915.980125, "speedup": 5.6370630399868125 }, { "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": "dede2d629a2076af2351ccd0e79b0662", "sourceArrowRows": 8511240, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(am", "recordsIn": 159665, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 175 }, { "operator": "NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(am", "recordsIn": 159739, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 175 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year", "recordsIn": 168, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 84 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year", "recordsIn": 182, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 91 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159665, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159739, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 157302, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 157302 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 162102, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 162102 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=", "recordsIn": 0, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=", "recordsIn": 200000, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 10664 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_", "recordsIn": 159561, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_", "recordsIn": 159843, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_disco", "recordsIn": 159561, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_disco", "recordsIn": 159843, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supp", "recordsIn": 159665, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supp", "recordsIn": 159739, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 2994447, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 161346 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 3017432, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 158058 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 162225, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 157302 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 167179, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 162102 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 908524, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 910880, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 159690, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 159764, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partk", "recordsIn": 559547, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partk", "recordsIn": 559857, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeSort(orderBy=[nation ASC, o_year DESC])[6482]", "recordsIn": 175, "jobId": "dede2d629a2076af2351ccd0e79b0662", "attempt": "0", "subtask": "0", "recordsOut": 175 } ] }, { "engine": "stock", "trial": -3, "jobId": "f15e75668757a586a7a050d33b098884", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "3060aeded88aec9e39ad3ed27bb881d5", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "sourceArrowRows": 8511240, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(am", "recordsIn": 159665, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 175 }, { "operator": "NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(am", "recordsIn": 159739, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 175 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year", "recordsIn": 168, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 84 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year", "recordsIn": 182, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 91 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159665, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159739, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 157302, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 157302 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 162102, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 162102 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=", "recordsIn": 0, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=", "recordsIn": 200000, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 10664 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_", "recordsIn": 159561, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_", "recordsIn": 159843, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_disco", "recordsIn": 159561, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_disco", "recordsIn": 159843, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supp", "recordsIn": 159665, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supp", "recordsIn": 159739, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 2994447, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 161346 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 3017432, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 158058 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 162225, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 157302 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 167179, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 162102 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 908524, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 910880, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 159690, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 159764, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partk", "recordsIn": 559547, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partk", "recordsIn": 559857, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeSort(orderBy=[nation ASC, o_year DESC])[6599]", "recordsIn": 175, "jobId": "5940dd2a50c521b4e8a6acaa000797da", "attempt": "0", "subtask": "0", "recordsOut": 175 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "91448a6b4d39e4f715bd0fa1600603be", "sourceArrowRows": 8511240, 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"operator": "NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year", "recordsIn": 182, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 91 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159665, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159739, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 157302, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 157302 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 162102, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "1", "recordsOut": 162102 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=", "recordsIn": 0, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=", "recordsIn": 200000, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 10664 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_", "recordsIn": 159561, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_", "recordsIn": 159843, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_disco", "recordsIn": 159561, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_disco", "recordsIn": 159843, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supp", "recordsIn": 159665, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supp", "recordsIn": 159739, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 2994447, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 161346 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 3017432, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "1", "recordsOut": 158058 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 162225, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 157302 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 167179, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "1", "recordsOut": 162102 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 908524, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 910880, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 159690, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 159764, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partk", "recordsIn": 559547, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partk", "recordsIn": 559857, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeSort(orderBy=[nation ASC, o_year DESC])[7162]", "recordsIn": 175, "jobId": "1944229d873392678f00d2f73f155a73", "attempt": "0", "subtask": "0", "recordsOut": 175 } ] }, { "engine": "stock", "trial": 5, "jobId": "d27f467006a4eb2fc58eacca7d96a787", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "5cc3db9f26c37608916c85cde7ad79e2", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "sourceArrowRows": 8511240, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(am", "recordsIn": 159665, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 175 }, { "operator": "NativeAggregate(groupBy=[nation, o_year], select=[nation, o_year, Partial_SUM(am", "recordsIn": 159739, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 175 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year", "recordsIn": 168, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 84 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[nation, o_year], select=[nation, o_year", "recordsIn": 182, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 91 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159665, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeCalc(select=[n_name AS nation, EXTRACT(YEAR, o_orderdate) AS o_year, -(*(l", "recordsIn": 159739, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 157302, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 157302 }, { "operator": "NativeCalc(select=[p_partkey, s_suppkey, s_nationkey, l_orderkey, l_partkey, l_s", "recordsIn": 162102, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 162102 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=", "recordsIn": 0, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[LIKE(p_name, '%green%')], nativeFunctions=", "recordsIn": 200000, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 10664 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_", "recordsIn": 159561, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_partkey, l_suppkey, l_quantity, l_", "recordsIn": 159843, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_disco", "recordsIn": 159561, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeCalc(select=[s_nationkey, l_orderkey, l_quantity, l_extendedprice, l_disco", "recordsIn": 159843, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supp", "recordsIn": 159665, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeCalc(select=[s_nationkey, l_quantity, l_extendedprice, l_discount, ps_supp", "recordsIn": 159739, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 2994447, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 161346 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_orde", "recordsIn": 3017432, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 158058 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 162225, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 157302 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_suppkey, s_suppkey)], select=[l_orde", "recordsIn": 167179, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 162102 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 908524, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 910880, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 159690, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 159665 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 159764, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 159739 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partk", "recordsIn": 559547, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "0", "recordsOut": 159561 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(ps_suppkey, l_suppkey), =(ps_partk", "recordsIn": 559857, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "attempt": "0", "subtask": "1", "recordsOut": 159843 }, { "operator": "NativeSort(orderBy=[nation ASC, o_year DESC])[7279]", "recordsIn": 175, "jobId": "5fcf9892096562cb6d9f7db2f751e739", "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": [ 27906227583, 28294769334, 28433320042, 29171266333, 28182442083, 28952723917, 29272738291 ], "nativeNanos": [ 1238221375, 1126962041, 1226486625, 1216665583, 1190646583, 1179102209, 1723758709 ], "stockRuntimeMs": [ 27746, 1083210, 28221, 57264, 28102, 28863, 29106 ], "nativeRuntimeMs": [ 1119, 1075, 1077, 1125, 1115, 1082, 1578 ], "status": "passed", "stockMedianMs": 28433.320042, "nativeMedianMs": 1216.665583, "speedup": 23.369872904508714 }, { "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": "3e7c15b5504e09329081af725b3643f8", "sourceArrowRows": 7651240, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_addres", "recordsIn": 57243, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "1", "recordsOut": 21441 }, { "operator": "NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_addres", "recordsIn": 57462, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 21585 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, ", "recordsIn": 21490, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 18967 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, ", "recordsIn": 21536, "jobId": "3e7c15b5504e09329081af725b3643f8", "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": "3e7c15b5504e09329081af725b3643f8", "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": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 57462 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 28411, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 28411 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 28658, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "1", "recordsOut": 28658 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 57243, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 57462, "jobId": "3e7c15b5504e09329081af725b3643f8", "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": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 20 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnfl", "recordsIn": 0, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnfl", "recordsIn": 6001215, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "1", "recordsOut": 1478870 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993", "recordsIn": 0, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993", "recordsIn": 1500000, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "1", "recordsOut": 57069 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 103122, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 28411 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 103947, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "1", "recordsOut": 28658 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_", "recordsIn": 57268, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_", "recordsIn": 57487, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 57462 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_cu", "recordsIn": 767092, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 57462 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_cu", "recordsIn": 768847, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])[7418]", "recordsIn": 18967, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 20 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])[7418]", "recordsIn": 19000, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "1", "recordsOut": 20 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[true])[7420]", "recordsIn": 40, "jobId": "3e7c15b5504e09329081af725b3643f8", "attempt": "0", "subtask": "0", "recordsOut": 20 } ] }, { "engine": "stock", "trial": -3, "jobId": "c3a9f95fb098acc29e53c887949eabf9", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "e8a03faec939146d4f1838e1d05217b4", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "0a46531b09ce884cb77c6374830930d3", "sourceArrowRows": 7651240, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_addres", "recordsIn": 57243, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "1", "recordsOut": 21441 }, { "operator": "NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_addres", "recordsIn": 57462, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "0", "recordsOut": 21585 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, ", "recordsIn": 21490, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "0", "recordsOut": 18967 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, ", "recordsIn": 21536, "jobId": "0a46531b09ce884cb77c6374830930d3", "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": "0a46531b09ce884cb77c6374830930d3", "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": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "0", "recordsOut": 57462 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 28411, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "0", "recordsOut": 28411 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 28658, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "1", "recordsOut": 28658 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 57243, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 57462, "jobId": "0a46531b09ce884cb77c6374830930d3", "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": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "0", "recordsOut": 20 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnfl", "recordsIn": 0, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnfl", "recordsIn": 6001215, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "1", "recordsOut": 1478870 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993", "recordsIn": 0, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993", "recordsIn": 1500000, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "1", "recordsOut": 57069 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 103122, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "0", "recordsOut": 28411 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 103947, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "1", "recordsOut": 28658 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_", "recordsIn": 57268, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": 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"0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "1", "recordsOut": 20 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[true])[7515]", "recordsIn": 40, "jobId": "0a46531b09ce884cb77c6374830930d3", "attempt": "0", "subtask": "0", "recordsOut": 20 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "29a21710d1af409275a147ffd4b7639b", "sourceArrowRows": 7651240, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_addres", "recordsIn": 57243, "jobId": "29a21710d1af409275a147ffd4b7639b", "attempt": "0", "subtask": "1", "recordsOut": 21441 }, { "operator": "NativeAggregate(groupBy=[c_custkey, c_name, c_acctbal, c_phone, n_name, c_addres", "recordsIn": 57462, "jobId": "29a21710d1af409275a147ffd4b7639b", "attempt": "0", "subtask": "0", "recordsOut": 21585 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_custkey, c_name, c_acctbal, c_phone, ", 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"29a21710d1af409275a147ffd4b7639b", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnfl", "recordsIn": 6001215, "jobId": "29a21710d1af409275a147ffd4b7639b", "attempt": "0", "subtask": "1", "recordsOut": 1478870 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993", "recordsIn": 0, "jobId": "29a21710d1af409275a147ffd4b7639b", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993", "recordsIn": 1500000, "jobId": "29a21710d1af409275a147ffd4b7639b", "attempt": "0", "subtask": "1", "recordsOut": 57069 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 103122, "jobId": "29a21710d1af409275a147ffd4b7639b", "attempt": "0", "subtask": "0", "recordsOut": 28411 }, { "operator": 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"a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "0", "recordsOut": 57462 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 28411, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "0", "recordsOut": 28411 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 28658, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "1", "recordsOut": 28658 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 57243, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": "NativeCalc(select=[c_custkey, c_name, c_address, c_nationkey, c_phone, c_acctbal", "recordsIn": 57462, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "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": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "0", "recordsOut": 20 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnfl", "recordsIn": 0, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_extendedprice, l_discount], where=[=(l_returnfl", "recordsIn": 6001215, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "0", "recordsOut": 1478870 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993", "recordsIn": 0, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[SEARCH(o_orderdate, Sarg[[1993", "recordsIn": 1500000, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "0", "recordsOut": 57069 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 103122, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "0", "recordsOut": 28411 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 103947, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "1", "recordsOut": 28658 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_", "recordsIn": 57268, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_nationkey, n_nationkey)], select=[c_", "recordsIn": 57487, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "0", "recordsOut": 57462 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_cu", "recordsIn": 767092, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "0", "recordsOut": 57462 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_orderkey, o_orderkey)], select=[c_cu", "recordsIn": 768847, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "1", "recordsOut": 57243 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])[8057]", "recordsIn": 18967, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "0", "recordsOut": 20 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[false])[8057]", "recordsIn": 19000, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "attempt": "0", "subtask": "1", "recordsOut": 20 }, { "operator": "NativeSort(orderBy=[revenue DESC], offset=[0], fetch=[20], global=[true])[8059]", "recordsIn": 40, "jobId": "a9f004c6bda9c2b0d4774f4d4a0a3cfe", "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": [ 1126184000, 1135043000, 1110230541, 1110802958, 1102961500, 1136781292, 1117230500 ], "nativeNanos": [ 446804458, 448452208, 448675708, 447180666, 447528459, 450832500, 547652709 ], "stockRuntimeMs": [ 958, 951, 947, 971, 947, 998, 954 ], "nativeRuntimeMs": [ 396, 413, 404, 397, 405, 400, 416 ], "status": "passed", "stockMedianMs": 1117.2305, "nativeMedianMs": 448.452208, "speedup": 2.4913033765239034 }, { "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 $f0], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps_availqty, ps_supplycost, s_nationkey, n_nationkey], build=[right])\n :- NativeCalc(select=[ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[], jvmFunctions=[])\n : +- NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_suppkey, ps_availqty, ps_supplycost, s_suppkey, s_nationkey], isBroadcast=[true], build=[right])\n : :- NativeCalc(select=[ps_suppkey, ps_availqty, ps_supplycost], nativeFunctions=[], jvmFunctions=[])\n : : +- RowDataToArrow\n : : +- Reused(reference_id=[1])\n : +- NativeExchange(distribution=[broadcast])\n : +- RowDataToArrow\n : +- Reused(reference_id=[2])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- Reused(reference_id=[3])\n\nStreamFusion batch: 28 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "67ad27cbcf9223724553bd7d364fc423", "sourceArrowRows": 810025, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS su", "recordsIn": 1, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS su", "recordsIn": 31680, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "1", "recordsOut": 29818 }, { "operator": "NativeAggregate(isMerge=[false], select=[SINGLE_VALUE(EXPR$0) AS $f0])[8245]", "recordsIn": 1, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 14901, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 14901 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 14917, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "1", "recordsOut": 14917 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])[8242]", "recordsIn": 1, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[8240]", "recordsIn": 1, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[8240]", "recordsIn": 31680, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*($f0, 0.0001) AS EXPR$0], nativeFunctions=[], jvmFunctions=[", "recordsIn": 1, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(ps_supplycost, ps_availqty) AS $f0], nativeFunctions=[], jv", "recordsIn": 1, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(ps_supplycost, ps_availqty) AS $f0], nativeFunctions=[], jv", "recordsIn": 31680, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "1", "recordsOut": 31680 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 0, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 0, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 25, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 25, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[],", "recordsIn": 0, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[],", "recordsIn": 800000, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "1", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, *(ps_supplycost, ps_availqty) AS $f1], nativeFunc", "recordsIn": 1, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[ps_partkey, *(ps_supplycost, ps_availqty) AS $f1], nativeFunc", "recordsIn": 31680, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "1", "recordsOut": 31680 }, { "operator": "NativeCalc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey], nativeF", "recordsIn": 0, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey], nativeF", "recordsIn": 800000, "jobId": "67ad27cbcf9223724553bd7d364fc423", "attempt": "0", "subtask": "1", 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"entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS su", "recordsIn": 1, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[ps_partkey], select=[ps_partkey, Partial_SUM($f1) AS su", "recordsIn": 31680, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 29818 }, { "operator": "NativeAggregate(isMerge=[false], select=[SINGLE_VALUE(EXPR$0) AS $f0])[9060]", "recordsIn": 1, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 14901, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 14901 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_partkey], select=[ps_partkey, Final_", "recordsIn": 14917, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 14917 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])[9057]", "recordsIn": 1, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[9055]", "recordsIn": 1, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[9055]", "recordsIn": 31680, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*($f0, 0.0001) AS EXPR$0], nativeFunctions=[], jvmFunctions=[", "recordsIn": 1, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(ps_supplycost, ps_availqty) AS $f0], nativeFunctions=[], jv", "recordsIn": 1, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(ps_supplycost, ps_availqty) AS $f0], nativeFunctions=[], jv", "recordsIn": 31680, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 31680 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 0, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 0, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 25, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'GERMANY')], nativeFunctions=[", "recordsIn": 25, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[],", "recordsIn": 0, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_availqty, ps_supplycost, s_nationkey], nativeFunctions=[],", "recordsIn": 800000, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, *(ps_supplycost, ps_availqty) AS $f1], nativeFunc", "recordsIn": 1, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[ps_partkey, *(ps_supplycost, ps_availqty) AS $f1], nativeFunc", "recordsIn": 31680, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 31680 }, { "operator": "NativeCalc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey], nativeF", "recordsIn": 0, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_partkey, ps_availqty, ps_supplycost, s_nationkey], nativeF", "recordsIn": 800000, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeCalc(select=[ps_partkey, value], nativeFunctions=[], jvmFunctions=[])[9063", "recordsIn": 512, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 512 }, { "operator": "NativeCalc(select=[ps_partkey, value], nativeFunctions=[], jvmFunctions=[])[9063", "recordsIn": 536, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 536 }, { "operator": "NativeCalc(select=[ps_suppkey, ps_availqty, ps_supplycost], nativeFunctions=[], ", "recordsIn": 0, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[ps_suppkey, ps_availqty, ps_supplycost], nativeFunctions=[], ", "recordsIn": 800000, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 10000, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 10000 }, { "operator": "NativeFileSourceShare", "recordsIn": 25, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 25 }, { "operator": "NativeFileSourceShare", "recordsIn": 800000, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 10000, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_pa", "recordsIn": 810000, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_su", "recordsIn": 10000, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(ps_suppkey, s_suppkey)], select=[ps_su", "recordsIn": 810000, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 800000 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 1, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 1, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 800001, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 31680 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[ps", "recordsIn": 800001, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 31680 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(value, $f0)], select=[ps_partkey, valu", "recordsIn": 14902, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 512 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(value, $f0)], select=[ps_partkey, valu", "recordsIn": 14918, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "1", "recordsOut": 536 }, { "operator": "NativeSort(orderBy=[value DESC])[9066]", "recordsIn": 1048, "jobId": "3b824dd0e342017db6db29c1dd834d73", "attempt": "0", "subtask": "0", "recordsOut": 1048 } ] } ], "resultType": "ROW<`ps_partkey` BIGINT, `value` DECIMAL(38, 2)> NOT NULL", "rows": 1048, "resultSha256": "853ca5f63a7c5b722a92d14f481a76bbc12cfab5ee27ca85682eeaf209346c1b", "stockNanos": [ 590976833, 642998625, 593040333, 598170125, 591316083, 582218125, 590140916 ], "nativeNanos": [ 352813708, 352030542, 352381417, 345787250, 351255500, 351856958, 352985542 ], "stockRuntimeMs": [ 466, 457, 476, 467, 480, 472, 461 ], "nativeRuntimeMs": [ 236, 241, 246, 239, 242, 235, 233 ], "status": "passed", "stockMedianMs": 591.316083, "nativeMedianMs": 352.030542, "speedup": 1.6797294906303897 }, { "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 $f2], nativeFunctions=[], jvmFunctions=[])\n +- NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_orderkey, o_orderpriority, l_orderkey, l_shipmode], isBroadcast=[true], build=[right])\n :- RowDataToArrow\n : +- TableSourceScan(table=[[default_catalog, default_database, orders, project=[o_orderkey, o_orderpriority], metadata=[]]], fields=[o_orderkey, o_orderpriority])\n +- NativeExchange(distribution=[broadcast])\n +- NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_UTF-16LE'MAIL', _UTF-16LE'SHIP']), <(l_commitdate, l_receiptdate), <(l_shipdate, l_commitdate), SEARCH(l_receiptdate, Sarg[[1994-01-01..1995-01-01)]))], nativeFunctions=[], jvmFunctions=[])\n +- RowDataToArrow\n +- TableSourceScan(table=[[default_catalog, default_database, lineitem, filter=[and(and(and(OR(=(l_shipmode, _UTF-16LE'MAIL'), =(l_shipmode, _UTF-16LE'SHIP')), <(l_commitdate, l_receiptdate)), <(l_shipdate, l_commitdate)), AND(>=(l_receiptdate, 1994-01-01), <(l_receiptdate, 1995-01-01)))], project=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode], metadata=[]]], fields=[l_orderkey, l_shipdate, l_commitdate, l_receiptdate, l_shipmode])\n\nStreamFusion batch: 9 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9132]", "recordsIn": 2, "jobId": "25adb22e74c429f1ff1b94a05fa9471d", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "stock", "trial": -3, "jobId": "ae3d3672d2980af264fdc9a92784ea92", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "449e9bf8b31a1be03a143909c4034cbe", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9178]", "recordsIn": 2, "jobId": "6f8710562d2c21c1421f9e3bf0ff488e", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "attempt": "0", "subtask": "1", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9198]", "recordsIn": 2, "jobId": "bfd71b7062304c00e3a6323d40aca6ac", "attempt": "0", "subtask": "0", "recordsOut": 2 } ] }, { "engine": "stock", "trial": -1, "jobId": "08e2852134d08d5a81c851fffd645adb", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 0, "jobId": "863b159e0c1ac544b743146da82310c7", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 0, "jobId": "7e8906c88b295b2144a2de19a38dd6f0", "sourceArrowRows": 7501215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 0, "jobId": "7e8906c88b295b2144a2de19a38dd6f0", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_shipmode], select=[l_shipmode, Partial_SUM($f1) AS su", "recordsIn": 30988, "jobId": "7e8906c88b295b2144a2de19a38dd6f0", "attempt": "0", "subtask": "0", "recordsOut": 2 }, { "operator": 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{ "operator": "NativeAggregate(isMerge=[true], groupBy=[l_shipmode], select=[l_shipmode, Final_", "recordsIn": 1, "jobId": "08eff2a43e1810113706672bf4ba080c", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 0, "jobId": "08eff2a43e1810113706672bf4ba080c", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_shipmode], where=[AND(SEARCH(l_shipmode, Sarg[_", "recordsIn": 6001215, "jobId": "08eff2a43e1810113706672bf4ba080c", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 0, "jobId": "08eff2a43e1810113706672bf4ba080c", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_shipmode, CASE(SEARCH(o_orderpriority, Sarg[_UTF-16LE'1-URG", "recordsIn": 30988, "jobId": "08eff2a43e1810113706672bf4ba080c", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 1530988, "jobId": "08eff2a43e1810113706672bf4ba080c", "attempt": "0", "subtask": "0", "recordsOut": 30988 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[o_or", "recordsIn": 30988, "jobId": "08eff2a43e1810113706672bf4ba080c", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeSort(orderBy=[l_shipmode ASC])[9442]", "recordsIn": 2, "jobId": "08eff2a43e1810113706672bf4ba080c", "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": [ 892132459, 876538250, 876955917, 886226416, 880280292, 879343459, 873690625 ], "nativeNanos": [ 332374084, 329848166, 331890833, 335980750, 335618375, 334850083, 331776583 ], "stockRuntimeMs": [ 766, 747, 755, 742, 745, 753, 753 ], "nativeRuntimeMs": [ 282, 279, 287, 284, 281, 282, 285 ], "status": "passed", "stockMedianMs": 879.343459, "nativeMedianMs": 332.374084, "speedup": 2.6456438733652896 }, { "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": "bb5c98e982b0427268f03a266b631342", "sourceArrowRows": 1650000, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 74711, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "0", "recordsOut": 41 }, { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 75289, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "1", "recordsOut": 42 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 764183, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 769740, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 37, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "1", "recordsOut": 19 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 46, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "0", "recordsOut": 23 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9522", "recordsIn": 74711, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9522", "recordsIn": 75289, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 764183, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 769740, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 0, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 1500000, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "1", "recordsOut": 1483918 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 813942, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 819976, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeSort(orderBy=[custdist DESC, c_count DESC])[9528]", "recordsIn": 42, "jobId": "bb5c98e982b0427268f03a266b631342", "attempt": "0", "subtask": "0", "recordsOut": 42 } ] }, { "engine": "stock", "trial": -3, "jobId": "d81b2ac2eac69ea56f72b8acfa8bdeca", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "ab379a5bdcc9944f4164c7d54be63077", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "sourceArrowRows": 1650000, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 74711, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "0", "recordsOut": 41 }, { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 75289, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "1", "recordsOut": 42 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 764183, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 769740, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 37, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "1", "recordsOut": 19 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 46, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "0", "recordsOut": 23 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9583", "recordsIn": 74711, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9583", "recordsIn": 75289, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 764183, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 769740, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 0, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 1500000, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "1", "recordsOut": 1483918 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 813942, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 819976, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeSort(orderBy=[custdist DESC, c_count DESC])[9589]", "recordsIn": 42, "jobId": "d73d26e2a661f9061d2ec747f6e659e3", "attempt": "0", "subtask": "0", "recordsOut": 42 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "b08aedc2c553c9dd158a91aa836138ce", "sourceArrowRows": 1650000, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 74711, "jobId": "b08aedc2c553c9dd158a91aa836138ce", "attempt": "0", "subtask": 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'%special%", "recordsIn": 0, "jobId": "131d7ebf2d959a9573df41bdd9c09a85", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 1500000, "jobId": "131d7ebf2d959a9573df41bdd9c09a85", "attempt": "0", "subtask": "0", "recordsOut": 1483918 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 813942, "jobId": "131d7ebf2d959a9573df41bdd9c09a85", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 819976, "jobId": "131d7ebf2d959a9573df41bdd9c09a85", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeSort(orderBy=[custdist DESC, c_count DESC])[9847]", "recordsIn": 42, "jobId": "131d7ebf2d959a9573df41bdd9c09a85", "attempt": "0", "subtask": "0", "recordsOut": 42 } ] }, { "engine": "streamfusion", "trial": 5, "jobId": "67517b66774a63534ab74a521ce13831", "sourceArrowRows": 1650000, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 74711, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "0", "recordsOut": 41 }, { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 75289, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "1", "recordsOut": 42 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 764183, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 769740, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 37, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "1", "recordsOut": 19 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 46, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "0", "recordsOut": 23 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9866", "recordsIn": 74711, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9866", "recordsIn": 75289, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 764183, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 769740, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 0, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 1500000, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "0", "recordsOut": 1483918 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 813942, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 819976, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeSort(orderBy=[custdist DESC, c_count DESC])[9872]", "recordsIn": 42, "jobId": "67517b66774a63534ab74a521ce13831", "attempt": "0", "subtask": "0", "recordsOut": 42 } ] }, { "engine": "stock", "trial": 5, "jobId": "64a4dfca749b5798c424f1d4af305f75", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "5ecba0458481d9c7eb39de994a812afd", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "sourceArrowRows": 1650000, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 74711, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "0", "recordsOut": 41 }, { "operator": "NativeAggregate(groupBy=[c_count], select=[c_count, Partial_COUNT(*) AS count1$0", "recordsIn": 75289, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "1", "recordsOut": 42 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 764183, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey], select=[c_custkey, COUNT(o", "recordsIn": 769740, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 37, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "1", "recordsOut": 19 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[c_count], select=[c_count, Final_COUNT(", "recordsIn": 46, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "0", "recordsOut": 23 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9927", "recordsIn": 74711, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "0", "recordsOut": 74711 }, { "operator": "NativeCalc(select=[EXPR$1 AS c_count], nativeFunctions=[], jvmFunctions=[])[9927", "recordsIn": 75289, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "1", "recordsOut": 75289 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 764183, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeCalc(select=[c_custkey, o_orderkey], nativeFunctions=[], jvmFunctions=[])[", "recordsIn": 769740, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 0, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey, o_custkey], where=[NOT(LIKE(o_comment, '%special%", "recordsIn": 1500000, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "1", "recordsOut": 1483918 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 813942, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "0", "recordsOut": 764183 }, { "operator": "NativeJoin(joinType=[LeftOuterJoin], where=[=(c_custkey, o_custkey)], select=[c_", "recordsIn": 819976, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "1", "recordsOut": 769740 }, { "operator": "NativeSort(orderBy=[custdist DESC, c_count DESC])[9933]", "recordsIn": 42, "jobId": "a371b94477d7eda79d0b35baa09a2e1a", "attempt": "0", "subtask": "0", "recordsOut": 42 } ] } ], "resultType": "ROW<`c_count` BIGINT NOT NULL, `custdist` BIGINT NOT NULL> NOT NULL", "rows": 42, "resultSha256": "b2d37ad2258ace6a923aa9b63fdba5daeb4524ac1bb4c41c03916070e32606e8", "stockNanos": [ 884129167, 878874375, 875048917, 885304833, 881928208, 877513375, 882663000 ], "nativeNanos": [ 338045875, 330442083, 336581625, 338398750, 337694833, 334438333, 337692792 ], "stockRuntimeMs": [ 738, 746, 739, 745, 808, 823, 753 ], "nativeRuntimeMs": [ 258, 259, 258, 260, 252, 254, 252 ], "status": "passed", "stockMedianMs": 881.928208, "nativeMedianMs": 337.692792, "speedup": 2.61162876109005 }, { "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": "b2d9d0ce9d49f29075beab5fd3082ace", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "b2d9d0ce9d49f29075beab5fd3082ace", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[9", "recordsIn": 37795, "jobId": "b2d9d0ce9d49f29075beab5fd3082ace", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[9", "recordsIn": 38188, "jobId": "b2d9d0ce9d49f29075beab5fd3082ace", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "b2d9d0ce9d49f29075beab5fd3082ace", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "b2d9d0ce9d49f29075beab5fd3082ace", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "b2d9d0ce9d49f29075beab5fd3082ace", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "b2d9d0ce9d49f29075beab5fd3082ace", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "b2d9d0ce9d49f29075beab5fd3082ace", "attempt": "0", "subtask": "0", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "b2d9d0ce9d49f29075beab5fd3082ace", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "b2d9d0ce9d49f29075beab5fd3082ace", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] }, { "engine": "stock", "trial": -3, "jobId": "5e858fbd8b2afac3868a0334dcf810e1", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "3608c85a5e1b550b7693a28aae63e863", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "415b83c383f5e5108bc0cb073f399104", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "415b83c383f5e5108bc0cb073f399104", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 37795, "jobId": "415b83c383f5e5108bc0cb073f399104", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 38188, "jobId": "415b83c383f5e5108bc0cb073f399104", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "415b83c383f5e5108bc0cb073f399104", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "415b83c383f5e5108bc0cb073f399104", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "415b83c383f5e5108bc0cb073f399104", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "415b83c383f5e5108bc0cb073f399104", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "415b83c383f5e5108bc0cb073f399104", "attempt": "0", "subtask": "1", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "415b83c383f5e5108bc0cb073f399104", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "415b83c383f5e5108bc0cb073f399104", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "7628cd03f32043b1ed3c5e00dc62dc52", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "7628cd03f32043b1ed3c5e00dc62dc52", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 37795, "jobId": "7628cd03f32043b1ed3c5e00dc62dc52", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 38188, "jobId": "7628cd03f32043b1ed3c5e00dc62dc52", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "7628cd03f32043b1ed3c5e00dc62dc52", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "7628cd03f32043b1ed3c5e00dc62dc52", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "7628cd03f32043b1ed3c5e00dc62dc52", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "7628cd03f32043b1ed3c5e00dc62dc52", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "7628cd03f32043b1ed3c5e00dc62dc52", "attempt": "0", "subtask": "1", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "7628cd03f32043b1ed3c5e00dc62dc52", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "7628cd03f32043b1ed3c5e00dc62dc52", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] }, { "engine": "stock", "trial": -1, "jobId": "f069eb865d39bec3e78013909fcf5294", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 0, "jobId": "4675dbe299f9e7f9f4b26cf7a78be47f", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 0, "jobId": "c67e60b4e06e68dd7ff44a421af949e2", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "c67e60b4e06e68dd7ff44a421af949e2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 37795, "jobId": "c67e60b4e06e68dd7ff44a421af949e2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 38188, "jobId": "c67e60b4e06e68dd7ff44a421af949e2", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "c67e60b4e06e68dd7ff44a421af949e2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "c67e60b4e06e68dd7ff44a421af949e2", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "c67e60b4e06e68dd7ff44a421af949e2", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "c67e60b4e06e68dd7ff44a421af949e2", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "c67e60b4e06e68dd7ff44a421af949e2", "attempt": "0", "subtask": "0", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "c67e60b4e06e68dd7ff44a421af949e2", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "c67e60b4e06e68dd7ff44a421af949e2", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] }, { "engine": "streamfusion", "trial": 1, "jobId": "81d61b7403bae746f7d7aa2b81b98dbd", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "81d61b7403bae746f7d7aa2b81b98dbd", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 37795, "jobId": "81d61b7403bae746f7d7aa2b81b98dbd", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 38188, "jobId": "81d61b7403bae746f7d7aa2b81b98dbd", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "81d61b7403bae746f7d7aa2b81b98dbd", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "81d61b7403bae746f7d7aa2b81b98dbd", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "81d61b7403bae746f7d7aa2b81b98dbd", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "81d61b7403bae746f7d7aa2b81b98dbd", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "81d61b7403bae746f7d7aa2b81b98dbd", "attempt": "0", "subtask": "0", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "81d61b7403bae746f7d7aa2b81b98dbd", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "81d61b7403bae746f7d7aa2b81b98dbd", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] }, { "engine": "stock", "trial": 1, "jobId": "d84d757b932d4c623272084fd8727202", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 2, "jobId": "9aa81f72f49ca1e91231e8250aa9e93f", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 2, "jobId": "94a716d1f1e42373c16ac994b84b68a0", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "94a716d1f1e42373c16ac994b84b68a0", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 37795, "jobId": "94a716d1f1e42373c16ac994b84b68a0", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 38188, "jobId": "94a716d1f1e42373c16ac994b84b68a0", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "94a716d1f1e42373c16ac994b84b68a0", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "94a716d1f1e42373c16ac994b84b68a0", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "94a716d1f1e42373c16ac994b84b68a0", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "94a716d1f1e42373c16ac994b84b68a0", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "94a716d1f1e42373c16ac994b84b68a0", "attempt": "0", "subtask": "1", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "94a716d1f1e42373c16ac994b84b68a0", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "94a716d1f1e42373c16ac994b84b68a0", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] }, { "engine": "streamfusion", "trial": 3, "jobId": "0cd3978361bd57d1aaf1b8540c4494a4", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "0cd3978361bd57d1aaf1b8540c4494a4", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 37795, "jobId": "0cd3978361bd57d1aaf1b8540c4494a4", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 38188, "jobId": "0cd3978361bd57d1aaf1b8540c4494a4", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "0cd3978361bd57d1aaf1b8540c4494a4", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "0cd3978361bd57d1aaf1b8540c4494a4", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "0cd3978361bd57d1aaf1b8540c4494a4", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "0cd3978361bd57d1aaf1b8540c4494a4", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "0cd3978361bd57d1aaf1b8540c4494a4", "attempt": "0", "subtask": "1", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "0cd3978361bd57d1aaf1b8540c4494a4", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "0cd3978361bd57d1aaf1b8540c4494a4", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] }, { "engine": "stock", "trial": 3, "jobId": "fbc6c06121fe5c4ccfa772a714c63a1b", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 4, "jobId": "32d7b074f2641f0f4676077befe19577", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 4, "jobId": "87c5fa020ff8cf32896780c66fa99fd1", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "87c5fa020ff8cf32896780c66fa99fd1", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 37795, "jobId": "87c5fa020ff8cf32896780c66fa99fd1", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 38188, "jobId": "87c5fa020ff8cf32896780c66fa99fd1", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "87c5fa020ff8cf32896780c66fa99fd1", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "87c5fa020ff8cf32896780c66fa99fd1", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "87c5fa020ff8cf32896780c66fa99fd1", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "87c5fa020ff8cf32896780c66fa99fd1", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "87c5fa020ff8cf32896780c66fa99fd1", "attempt": "0", "subtask": "0", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "87c5fa020ff8cf32896780c66fa99fd1", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "87c5fa020ff8cf32896780c66fa99fd1", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] }, { "engine": "streamfusion", "trial": 5, "jobId": "c8c562c42d84985a260cbee085073652", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "c8c562c42d84985a260cbee085073652", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 37795, "jobId": "c8c562c42d84985a260cbee085073652", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 38188, "jobId": "c8c562c42d84985a260cbee085073652", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "c8c562c42d84985a260cbee085073652", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "c8c562c42d84985a260cbee085073652", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "c8c562c42d84985a260cbee085073652", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "c8c562c42d84985a260cbee085073652", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "c8c562c42d84985a260cbee085073652", "attempt": "0", "subtask": "1", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "c8c562c42d84985a260cbee085073652", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "c8c562c42d84985a260cbee085073652", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] }, { "engine": "stock", "trial": 5, "jobId": "dacc6f54b86fbb2f19e8b6efa220f718", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "eff4e19bb92ab3ade2414cefdf5acf6d", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "000f7807d90afeac126bebaceb4b0247", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0, Final_SUM(sum$1", "recordsIn": 2, "jobId": "000f7807d90afeac126bebaceb4b0247", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 37795, "jobId": "000f7807d90afeac126bebaceb4b0247", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0, Partial_SUM($f1) AS sum$1])[1", "recordsIn": 38188, "jobId": "000f7807d90afeac126bebaceb4b0247", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/(*(100.00, $f0), $f1) AS promo_revenue], nativeFunctions=[],", "recordsIn": 1, "jobId": "000f7807d90afeac126bebaceb4b0247", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 37795, "jobId": "000f7807d90afeac126bebaceb4b0247", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeCalc(select=[CASE(LIKE(p_type, 'PROMO%'), *(l_extendedprice, -(1, l_discou", "recordsIn": 38188, "jobId": "000f7807d90afeac126bebaceb4b0247", "attempt": "0", "subtask": "1", "recordsOut": 38188 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 0, "jobId": "000f7807d90afeac126bebaceb4b0247", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_extendedprice, l_discount], where=[SEARCH(l_ship", "recordsIn": 6001215, "jobId": "000f7807d90afeac126bebaceb4b0247", "attempt": "0", "subtask": "0", "recordsOut": 75983 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 137421, "jobId": "000f7807d90afeac126bebaceb4b0247", "attempt": "0", "subtask": "0", "recordsOut": 37795 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(l_partkey, p_partkey)], select=[l_part", "recordsIn": 138562, "jobId": "000f7807d90afeac126bebaceb4b0247", "attempt": "0", "subtask": "1", "recordsOut": 38188 } ] } ], "resultType": "ROW<`promo_revenue` DECIMAL(38, 6)> NOT NULL", "rows": 1, "resultSha256": "54d5c64f51c2ed70f8a3b2db110a81f77cd36ebcacf5878bd65058d2e7e7fb1b", "stockNanos": [ 559556208, 559932625, 553163375, 547606416, 546323667, 559206250, 565613375 ], "nativeNanos": [ 327975834, 326162083, 332891833, 329883500, 326055750, 331337750, 321832708 ], "stockRuntimeMs": [ 422, 439, 437, 439, 424, 439, 447 ], "nativeRuntimeMs": [ 280, 281, 286, 283, 289, 294, 283 ], "status": "passed", "stockMedianMs": 559.20625, "nativeMedianMs": 327.975834, "speedup": 1.705022724326695 }, { "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$0])\n +- NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])\n +- Reused(reference_id=[1])\n\nStreamFusion batch: 16 native substitutions; fallback reasons=[]", "nativePlanned": true, "runs": [ { "engine": "streamfusion", "trial": -3, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "sourceArrowRows": 6011215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 0, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 225954, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "1", "recordsOut": 10000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 4923, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 5077, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])[10425]", "recordsIn": 2, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10423]", "recordsIn": 4923, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10423]", "recordsIn": 5077, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 0, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 6001215, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "1", "recordsOut": 225954 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 4923, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 5077, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10421]", "recordsIn": 4923, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10421]", "recordsIn": 5077, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 10154, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 9846, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 4924, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 5078, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeShareExecNode[10415]", "recordsIn": 4923, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeShareExecNode[10415]", "recordsIn": 5077, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeSort(orderBy=[s_suppkey ASC])[10431]", "recordsIn": 2, "jobId": "abb885c3ebac4baa1bcc607d34f76de2", "attempt": "0", "subtask": "0", "recordsOut": 1 } ] }, { "engine": "stock", "trial": -3, "jobId": "f8ba139e34dc452f73a821eef8429072", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "a0ffb60be73f9e2aaa978d83c2db280f", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "d6959169dd59faa716934f00c8861590", "sourceArrowRows": 6011215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 0, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[supplier_no], select=[supplier_no, Partial_SUM($f1) AS ", "recordsIn": 225954, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "1", "recordsOut": 10000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 4923, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[supplier_no], select=[supplier_no, Fina", "recordsIn": 5077, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_MAX(max$0) AS EXPR$0])[10499]", "recordsIn": 2, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10497]", "recordsIn": 4923, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_MAX(total_revenue) AS max$0])[10497]", "recordsIn": 5077, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 0, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_suppkey AS supplier_no, *(l_extendedprice, -(1, l_discount)", "recordsIn": 6001215, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "1", "recordsOut": 225954 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 1, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 4923, "jobId": "d6959169dd59faa716934f00c8861590", "attempt": "0", "subtask": "0", "recordsOut": 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"8ddef3acb3e1166ccbc92a7311f9dca7", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[s_suppkey, s_name, s_address, s_phone, total_revenue], native", "recordsIn": 5077, "jobId": "8ddef3acb3e1166ccbc92a7311f9dca7", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10919]", "recordsIn": 4923, "jobId": "8ddef3acb3e1166ccbc92a7311f9dca7", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeCalc(select=[total_revenue], nativeFunctions=[], jvmFunctions=[])[10919]", "recordsIn": 5077, "jobId": "8ddef3acb3e1166ccbc92a7311f9dca7", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 10154, "jobId": "8ddef3acb3e1166ccbc92a7311f9dca7", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, supplier_no)], select=[s_su", "recordsIn": 9846, "jobId": "8ddef3acb3e1166ccbc92a7311f9dca7", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 4924, "jobId": "8ddef3acb3e1166ccbc92a7311f9dca7", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(total_revenue, EXPR$0)], select=[s_sup", "recordsIn": 5078, "jobId": "8ddef3acb3e1166ccbc92a7311f9dca7", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeShareExecNode[10913]", "recordsIn": 4923, "jobId": "8ddef3acb3e1166ccbc92a7311f9dca7", "attempt": "0", "subtask": "0", "recordsOut": 4923 }, { "operator": "NativeShareExecNode[10913]", "recordsIn": 5077, "jobId": "8ddef3acb3e1166ccbc92a7311f9dca7", "attempt": "0", "subtask": "1", "recordsOut": 5077 }, { "operator": "NativeSort(orderBy=[s_suppkey ASC])[10929]", "recordsIn": 2, "jobId": "8ddef3acb3e1166ccbc92a7311f9dca7", "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": [ 578737291, 565054708, 570372625, 576447792, 582229250, 571880042, 557448167 ], "nativeNanos": [ 333888542, 336873667, 339311291, 333887167, 337195042, 330636917, 341600583 ], "stockRuntimeMs": [ 465, 458, 469, 457, 452, 447, 460 ], "nativeRuntimeMs": [ 246, 243, 245, 246, 247, 242, 243 ], "status": "passed", "stockMedianMs": 571.880042, "nativeMedianMs": 336.873667, "speedup": 1.6976098105050164 }, { "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": "6c170e02019a57922edfdbe705c09ff6", "sourceArrowRows": 1010000, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_si", "recordsIn": 58885, "jobId": "6c170e02019a57922edfdbe705c09ff6", "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": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "1", "recordsOut": 17643 }, { "operator": "NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppke", "recordsIn": 58576, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "0", "recordsOut": 58570 }, { "operator": "NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppke", "recordsIn": 59698, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "1", "recordsOut": 59695 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_bra", "recordsIn": 17633, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "1", "recordsOut": 9161 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_bra", "recordsIn": 17639, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "0", "recordsOut": 9153 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], s", "recordsIn": 58890, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "0", "recordsOut": 58885 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], s", "recordsIn": 59375, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "1", "recordsOut": 59365 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, '", "recordsIn": 0, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, '", "recordsIn": 200000, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "1", "recordsOut": 29581 }, { "operator": "NativeCalc(select=[ps_suppkey, p_brand, p_type, p_size], nativeFunctions=[], jvm", "recordsIn": 58592, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "0", "recordsOut": 58592 }, { "operator": "NativeCalc(select=[ps_suppkey, p_brand, p_type, p_size], nativeFunctions=[], jvm", "recordsIn": 59732, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "1", "recordsOut": 59732 }, { "operator": "NativeCalc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')],", "recordsIn": 0, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')],", "recordsIn": 10000, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "0", "recordsOut": 4 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, ps_partkey)], select=[ps_pa", "recordsIn": 413152, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "0", "recordsOut": 58592 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, ps_partkey)], select=[ps_pa", "recordsIn": 416429, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "1", "recordsOut": 59732 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_sup", "recordsIn": 58596, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "0", "recordsOut": 58576 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_sup", "recordsIn": 59736, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "1", "recordsOut": 59698 }, { "operator": "NativeSort(orderBy=[supplier_cnt DESC, p_brand ASC, p_type ASC, p_size ASC])[110", "recordsIn": 18314, "jobId": "6c170e02019a57922edfdbe705c09ff6", "attempt": "0", "subtask": "0", "recordsOut": 18314 } ] }, { "engine": "stock", "trial": -3, "jobId": "864ddf7b593fee4a76d79eece100a53b", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "067dea3cf906b982607fb904310b8186", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "60606e66ae00b2ff38f14a0113c55536", "sourceArrowRows": 1010000, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_si", "recordsIn": 58885, "jobId": "60606e66ae00b2ff38f14a0113c55536", "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": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "1", "recordsOut": 17643 }, { "operator": "NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppke", "recordsIn": 58576, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "0", "recordsOut": 58570 }, { "operator": "NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppke", "recordsIn": 59698, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "1", "recordsOut": 59695 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_bra", "recordsIn": 17633, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "1", "recordsOut": 9161 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_bra", "recordsIn": 17639, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "0", "recordsOut": 9153 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], s", "recordsIn": 58890, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "0", "recordsOut": 58885 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], s", "recordsIn": 59375, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "1", "recordsOut": 59365 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, '", "recordsIn": 0, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, '", "recordsIn": 200000, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "0", "recordsOut": 29581 }, { "operator": "NativeCalc(select=[ps_suppkey, p_brand, p_type, p_size], nativeFunctions=[], jvm", "recordsIn": 58592, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "0", "recordsOut": 58592 }, { "operator": "NativeCalc(select=[ps_suppkey, p_brand, p_type, p_size], nativeFunctions=[], jvm", "recordsIn": 59732, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "1", "recordsOut": 59732 }, { "operator": "NativeCalc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')],", "recordsIn": 0, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_suppkey], where=[LIKE(s_comment, '%Customer%Complaints%')],", "recordsIn": 10000, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "1", "recordsOut": 4 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, ps_partkey)], select=[ps_pa", "recordsIn": 413152, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "0", "recordsOut": 58592 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, ps_partkey)], select=[ps_pa", "recordsIn": 416429, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "1", "recordsOut": 59732 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_sup", "recordsIn": 58596, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "0", "recordsOut": 58576 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_sup", "recordsIn": 59736, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "1", "recordsOut": 59698 }, { "operator": "NativeSort(orderBy=[supplier_cnt DESC, p_brand ASC, p_type ASC, p_size ASC])[111", "recordsIn": 18314, "jobId": "60606e66ae00b2ff38f14a0113c55536", "attempt": "0", "subtask": "0", "recordsOut": 18314 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "8fc10d1c12faa1af8c7a0d916165acb1", "sourceArrowRows": 1010000, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[p_brand, p_type, p_size], select=[p_brand, p_type, p_si", "recordsIn": 58885, "jobId": "8fc10d1c12faa1af8c7a0d916165acb1", "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": "8fc10d1c12faa1af8c7a0d916165acb1", "attempt": "0", "subtask": "1", "recordsOut": 17643 }, { "operator": "NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppke", "recordsIn": 58576, "jobId": "8fc10d1c12faa1af8c7a0d916165acb1", "attempt": "0", "subtask": "0", "recordsOut": 58570 }, { "operator": "NativeAggregate(groupBy=[ps_suppkey, p_brand, p_type, p_size], select=[ps_suppke", "recordsIn": 59698, "jobId": "8fc10d1c12faa1af8c7a0d916165acb1", "attempt": "0", "subtask": "1", "recordsOut": 59695 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_bra", "recordsIn": 17633, "jobId": "8fc10d1c12faa1af8c7a0d916165acb1", "attempt": "0", "subtask": "1", "recordsOut": 9161 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[p_brand, p_type, p_size], select=[p_bra", "recordsIn": 17639, "jobId": "8fc10d1c12faa1af8c7a0d916165acb1", "attempt": "0", "subtask": "0", "recordsOut": 9153 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], s", "recordsIn": 58890, "jobId": "8fc10d1c12faa1af8c7a0d916165acb1", "attempt": "0", "subtask": "0", "recordsOut": 58885 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[ps_suppkey, p_brand, p_type, p_size], s", "recordsIn": 59375, "jobId": "8fc10d1c12faa1af8c7a0d916165acb1", "attempt": "0", "subtask": "1", "recordsOut": 59365 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, '", "recordsIn": 0, "jobId": "8fc10d1c12faa1af8c7a0d916165acb1", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_type, p_size], where=[AND(<>(p_brand, '", "recordsIn": 200000, "jobId": "8fc10d1c12faa1af8c7a0d916165acb1", "attempt": "0", "subtask": "0", "recordsOut": 29581 }, { "operator": "NativeCalc(select=[ps_suppkey, p_brand, p_type, p_size], nativeFunctions=[], jvm", "recordsIn": 58592, "jobId": "8fc10d1c12faa1af8c7a0d916165acb1", "attempt": "0", "subtask": "0", "recordsOut": 58592 }, { "operator": 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"NativeJoin(joinType=[LeftAntiJoin], where=[OR(IS NULL(ps_suppkey), IS NULL(s_sup", "recordsIn": 59736, "jobId": "ba499cbc180b0dd5ca41f63a2f6b29e1", "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": "ba499cbc180b0dd5ca41f63a2f6b29e1", "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": [ 586951708, 489053042, 491728250, 591468916, 590547417, 587897875, 484417584 ], "nativeNanos": [ 247246875, 242754166, 244249625, 241560417, 246505166, 246790334, 246816250 ], "stockRuntimeMs": [ 420, 382, 388, 427, 438, 447, 402 ], "nativeRuntimeMs": [ 168, 170, 168, 172, 180, 194, 176 ], "status": "passed", "stockMedianMs": 586.951708, "nativeMedianMs": 246.505166, "speedup": 2.381092930117335 }, { "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": "9c9d37dfe64ea07fd6d062c4125b3cdd", "sourceArrowRows": 12202430, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 0, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 6001215, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "1", "recordsOut": 200000 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 100374, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "1", "recordsOut": 100374 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_partkey], select=[l_partkey, Final_AV", "recordsIn": 99626, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "0", "recordsOut": 99626 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS $f0])[11636]", "recordsIn": 2, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[11634]", "recordsIn": 272, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[11634]", "recordsIn": 315, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=", "recordsIn": 1, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[11632]", "recordsIn": 272, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[11632]", "recordsIn": 315, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "1", "recordsOut": 315 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 0, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 6001215, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "1", "recordsOut": 6001215 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 6088, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "0", "recordsOut": 6088 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 0, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 200000, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "0", "recordsOut": 204 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 204, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 6001419, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "0", "recordsOut": 6088 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 102443, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 103645, "jobId": "9c9d37dfe64ea07fd6d062c4125b3cdd", "attempt": "0", "subtask": "1", "recordsOut": 315 } ] }, { "engine": "stock", "trial": -3, "jobId": "2f281610bbad9c48126e2bc2d6e030f0", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "08570f974a189f41f46491b4c683bb83", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "bd9356be114749c8c31f07cb128a0d84", "sourceArrowRows": 12202430, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_partkey], select=[l_partkey, Partial_AVG(l_quantity) ", "recordsIn": 0, "jobId": 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"attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM(l_extendedprice) AS sum$0])[12141]", "recordsIn": 315, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[/($f0, 7.0) AS avg_yearly], nativeFunctions=[], jvmFunctions=", "recordsIn": 1, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[12139]", "recordsIn": 272, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeCalc(select=[l_extendedprice], nativeFunctions=[], jvmFunctions=[])[12139]", "recordsIn": 315, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "1", "recordsOut": 315 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 0, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity], where=[IS NOT NULL(l_partkey)], nativ", "recordsIn": 6001215, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "0", "recordsOut": 6001215 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 0, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_quantity, l_extendedprice, p_partkey], nativeFunctions=[], ", "recordsIn": 6088, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "1", "recordsOut": 6088 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 0, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[p_partkey], where=[AND(=(p_brand, 'Brand#23'), =(p_container,", "recordsIn": 200000, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "1", "recordsOut": 204 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 204, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(p_partkey, l_partkey)], select=[l_part", "recordsIn": 6001419, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "1", "recordsOut": 6088 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 102443, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "0", "recordsOut": 272 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), <(l_quantit", "recordsIn": 103645, "jobId": "061abc61667b02f48795d89acfedc0b5", "attempt": "0", "subtask": "1", "recordsOut": 315 } ] } ], "resultType": "ROW<`avg_yearly` DECIMAL(38, 6)> NOT NULL", "rows": 1, "resultSha256": "5dbfa0d0ab5e784baa6c87e36b44b519565752ffe24c0b91d347ebdf34376e94", "stockNanos": [ 1515674041, 1621390375, 1943734792, 1636495083, 1725545416, 1516384375, 1622896042 ], "nativeNanos": [ 1164714083, 1175546459, 1274022958, 1176360584, 1274372084, 1183267250, 1170769000 ], "stockRuntimeMs": [ 1453, 1531, 1877, 1573, 1661, 1434, 1486 ], "nativeRuntimeMs": [ 1052, 1064, 1199, 1108, 1153, 1125, 1084 ], "status": "passed", "stockMedianMs": 1622.896042, "nativeMedianMs": 1176.360584, "speedup": 1.3795906323906548 }, { "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": "768b0a07633cfa08cf1184183e841f83", "sourceArrowRows": 7651215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity", "recordsIn": 0, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity", "recordsIn": 6001215, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "1", "recordsOut": 1500000 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_total", "recordsIn": 196, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "1", "recordsOut": 28 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_total", "recordsIn": 203, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 29 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_", "recordsIn": 748859, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 748859 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_", "recordsIn": 751141, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "1", "recordsOut": 751141 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_q", "recordsIn": 182, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 182 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_q", "recordsIn": 217, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "1", "recordsOut": 217 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], na", "recordsIn": 747244, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 747244 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], na", "recordsIn": 752756, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "1", "recordsOut": 752756 }, { "operator": "NativeCalc(select=[c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, EXP", "recordsIn": 57, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 57 }, { "operator": "NativeCalc(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunc", "recordsIn": 748859, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 92 }, { "operator": "NativeCalc(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunc", "recordsIn": 751141, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "1", "recordsOut": 97 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 6001215, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "1", "recordsOut": 6001215 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 821955, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 747244 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 828045, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "1", "recordsOut": 752756 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[c_cu", "recordsIn": 2996536, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 182 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[c_cu", "recordsIn": 3004736, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "1", "recordsOut": 217 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c", "recordsIn": 748885, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 26 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c", "recordsIn": 751172, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "1", "recordsOut": 31 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 28, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "1", "recordsOut": 28 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 29, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 29 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 57, "jobId": "768b0a07633cfa08cf1184183e841f83", "attempt": "0", "subtask": "0", "recordsOut": 57 } ] }, { "engine": "stock", "trial": -3, "jobId": "c5c29463ecc80a0856e8cd86fcee1d4d", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "14071b0142be3c54f177299c2ea0b838", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "sourceArrowRows": 7651215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity", "recordsIn": 0, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity", "recordsIn": 6001215, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "0", "recordsOut": 1500000 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_total", "recordsIn": 196, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "1", "recordsOut": 28 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_total", "recordsIn": 203, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "0", "recordsOut": 29 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_", "recordsIn": 748859, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "0", "recordsOut": 748859 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_", "recordsIn": 751141, "jobId": 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where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 821955, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "0", "recordsOut": 747244 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 828045, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "1", "recordsOut": 752756 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[c_cu", "recordsIn": 2996536, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "0", "recordsOut": 182 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[c_cu", "recordsIn": 3004736, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "1", "recordsOut": 217 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c", "recordsIn": 748885, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "0", "recordsOut": 26 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c", "recordsIn": 751172, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "1", "recordsOut": 31 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 28, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "1", "recordsOut": 28 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 29, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "0", "recordsOut": 29 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 57, "jobId": "98c6717d590ca568dbea30c1240b3fe2", "attempt": "0", "subtask": "0", "recordsOut": 57 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "56aae5016d9cd33c6be60e57857960b3", "sourceArrowRows": 7651215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity", "recordsIn": 0, "jobId": "56aae5016d9cd33c6be60e57857960b3", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_orderkey], select=[l_orderkey, Partial_SUM(l_quantity", "recordsIn": 6001215, "jobId": "56aae5016d9cd33c6be60e57857960b3", "attempt": "0", "subtask": "0", "recordsOut": 1500000 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_total", "recordsIn": 196, "jobId": "56aae5016d9cd33c6be60e57857960b3", "attempt": "0", "subtask": "1", "recordsOut": 28 }, { "operator": "NativeAggregate(isMerge=[false], groupBy=[c_custkey, c_name, o_orderkey, o_total", "recordsIn": 203, "jobId": "56aae5016d9cd33c6be60e57857960b3", "attempt": "0", "subtask": "0", "recordsOut": 29 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_orderkey], 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"recordsIn": 203, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "0", "recordsOut": 29 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_", "recordsIn": 748859, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "0", "recordsOut": 748859 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[l_orderkey], select=[l_orderkey, Final_", "recordsIn": 751141, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "1", "recordsOut": 751141 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_q", "recordsIn": 182, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "0", "recordsOut": 182 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate, l_q", "recordsIn": 217, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "1", "recordsOut": 217 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], na", "recordsIn": 747244, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "0", "recordsOut": 747244 }, { "operator": "NativeCalc(select=[c_custkey, c_name, o_orderkey, o_totalprice, o_orderdate], na", "recordsIn": 752756, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "1", "recordsOut": 752756 }, { "operator": "NativeCalc(select=[c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, EXP", "recordsIn": 57, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "0", "recordsOut": 57 }, { "operator": "NativeCalc(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunc", "recordsIn": 748859, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "0", "recordsOut": 92 }, { "operator": "NativeCalc(select=[l_orderkey], where=[>($f1, 300)], nativeFunctions=[], jvmFunc", "recordsIn": 751141, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "1", "recordsOut": 97 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 6001215, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "0", "recordsOut": 6001215 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 821955, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "0", "recordsOut": 747244 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(c_custkey, o_custkey)], select=[c_cust", "recordsIn": 828045, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "1", "recordsOut": 752756 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[c_cu", "recordsIn": 2996536, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "0", "recordsOut": 182 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[c_cu", "recordsIn": 3004736, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "1", "recordsOut": 217 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c", "recordsIn": 748885, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "0", "recordsOut": 26 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[=(o_orderkey, l_orderkey)], select=[c", "recordsIn": 751172, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "1", "recordsOut": 31 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 28, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "1", "recordsOut": 28 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 29, "jobId": "b17fb8dc12bce9d670d741a05222168a", "attempt": "0", "subtask": "0", "recordsOut": 29 }, { "operator": "NativeSort(orderBy=[o_totalprice DESC, o_orderdate ASC], offset=[0], fetch=[100]", "recordsIn": 57, "jobId": "b17fb8dc12bce9d670d741a05222168a", "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": [ 2998182166, 3086008375, 2997451709, 2993135250, 3002231667, 2987821333, 2988723667 ], "nativeNanos": [ 1489032416, 1504249334, 1392228875, 1386964625, 1383744916, 1389815958, 1390195500 ], "stockRuntimeMs": [ 2873, 2983, 2906, 2897, 2880, 2914, 2909 ], "nativeRuntimeMs": [ 1362, 1369, 1340, 1333, 1335, 1330, 1341 ], "status": "passed", "stockMedianMs": 2997.451709, "nativeMedianMs": 1390.1955, "speedup": 2.1561368232022042 }, { "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": "dddadde7a4e12a144c57577de81795f6", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[12957]", "recordsIn": 1, "jobId": "dddadde7a4e12a144c57577de81795f6", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[12955]", "recordsIn": 0, "jobId": "dddadde7a4e12a144c57577de81795f6", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[12955]", "recordsIn": 121, "jobId": "dddadde7a4e12a144c57577de81795f6", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "dddadde7a4e12a144c57577de81795f6", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "dddadde7a4e12a144c57577de81795f6", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "dddadde7a4e12a144c57577de81795f6", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "dddadde7a4e12a144c57577de81795f6", "attempt": "0", "subtask": "1", "recordsOut": 128371 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_b", "recordsIn": 0, "jobId": "dddadde7a4e12a144c57577de81795f6", "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": "dddadde7a4e12a144c57577de81795f6", "attempt": "0", "subtask": "1", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "dddadde7a4e12a144c57577de81795f6", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "dddadde7a4e12a144c57577de81795f6", "attempt": "0", "subtask": "0", "recordsOut": 0 } ] }, { "engine": "stock", "trial": -3, "jobId": "149227ad0772d0c011d32d7d4dfc3c2b", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "a6d51379c109418e5f55fb18df062a91", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "143b44987fa9cc355797931cf70cd1fb", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[13001]", "recordsIn": 1, "jobId": "143b44987fa9cc355797931cf70cd1fb", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[12999]", "recordsIn": 0, "jobId": "143b44987fa9cc355797931cf70cd1fb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[12999]", "recordsIn": 121, "jobId": "143b44987fa9cc355797931cf70cd1fb", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "143b44987fa9cc355797931cf70cd1fb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "143b44987fa9cc355797931cf70cd1fb", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "143b44987fa9cc355797931cf70cd1fb", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "143b44987fa9cc355797931cf70cd1fb", "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": "143b44987fa9cc355797931cf70cd1fb", "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": "143b44987fa9cc355797931cf70cd1fb", "attempt": "0", "subtask": "1", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "143b44987fa9cc355797931cf70cd1fb", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "143b44987fa9cc355797931cf70cd1fb", "attempt": "0", "subtask": "1", "recordsOut": 0 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "8b1b0b71d09c778d7f4a11cd6d045f81", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[13021]", "recordsIn": 1, "jobId": "8b1b0b71d09c778d7f4a11cd6d045f81", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13019]", "recordsIn": 0, "jobId": "8b1b0b71d09c778d7f4a11cd6d045f81", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13019]", "recordsIn": 121, "jobId": "8b1b0b71d09c778d7f4a11cd6d045f81", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "8b1b0b71d09c778d7f4a11cd6d045f81", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "8b1b0b71d09c778d7f4a11cd6d045f81", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "8b1b0b71d09c778d7f4a11cd6d045f81", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "8b1b0b71d09c778d7f4a11cd6d045f81", "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": "8b1b0b71d09c778d7f4a11cd6d045f81", "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": "8b1b0b71d09c778d7f4a11cd6d045f81", "attempt": "0", "subtask": "0", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "8b1b0b71d09c778d7f4a11cd6d045f81", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "8b1b0b71d09c778d7f4a11cd6d045f81", "attempt": "0", "subtask": "1", "recordsOut": 0 } ] }, { "engine": "stock", "trial": -1, "jobId": "ebd527ab5a060f4722e6fc22bb453e7b", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 0, "jobId": "c1a4528f4befb64681327bdd1b998dca", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 0, "jobId": "11b169f27a3229ab7e3a411d15907d3d", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[13065]", "recordsIn": 1, "jobId": "11b169f27a3229ab7e3a411d15907d3d", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13063]", "recordsIn": 0, "jobId": "11b169f27a3229ab7e3a411d15907d3d", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13063]", "recordsIn": 121, "jobId": "11b169f27a3229ab7e3a411d15907d3d", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "11b169f27a3229ab7e3a411d15907d3d", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "11b169f27a3229ab7e3a411d15907d3d", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "11b169f27a3229ab7e3a411d15907d3d", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "11b169f27a3229ab7e3a411d15907d3d", "attempt": "0", "subtask": "1", "recordsOut": 128371 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_b", "recordsIn": 0, "jobId": "11b169f27a3229ab7e3a411d15907d3d", "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": "11b169f27a3229ab7e3a411d15907d3d", "attempt": "0", "subtask": "1", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "11b169f27a3229ab7e3a411d15907d3d", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "11b169f27a3229ab7e3a411d15907d3d", "attempt": "0", "subtask": "0", "recordsOut": 0 } ] }, { "engine": "streamfusion", "trial": 1, "jobId": "5a5d1f53e54c7737c8d1036ff779b481", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[13085]", "recordsIn": 1, "jobId": "5a5d1f53e54c7737c8d1036ff779b481", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13083]", "recordsIn": 0, "jobId": "5a5d1f53e54c7737c8d1036ff779b481", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13083]", "recordsIn": 121, "jobId": "5a5d1f53e54c7737c8d1036ff779b481", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "5a5d1f53e54c7737c8d1036ff779b481", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "5a5d1f53e54c7737c8d1036ff779b481", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "5a5d1f53e54c7737c8d1036ff779b481", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "5a5d1f53e54c7737c8d1036ff779b481", "attempt": "0", "subtask": "1", "recordsOut": 128371 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_b", "recordsIn": 0, "jobId": "5a5d1f53e54c7737c8d1036ff779b481", "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": "5a5d1f53e54c7737c8d1036ff779b481", "attempt": "0", "subtask": "1", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "5a5d1f53e54c7737c8d1036ff779b481", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "5a5d1f53e54c7737c8d1036ff779b481", "attempt": "0", "subtask": "0", "recordsOut": 0 } ] }, { "engine": "stock", "trial": 1, "jobId": "648f40ed70916099738430cf667604d3", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 2, "jobId": "8692ea401c6ca2902d44d351dd9e6f47", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 2, "jobId": "a75ad8b08ac5ae690b14931df29b3798", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[13129]", "recordsIn": 1, "jobId": "a75ad8b08ac5ae690b14931df29b3798", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13127]", "recordsIn": 0, "jobId": "a75ad8b08ac5ae690b14931df29b3798", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13127]", "recordsIn": 121, "jobId": "a75ad8b08ac5ae690b14931df29b3798", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "a75ad8b08ac5ae690b14931df29b3798", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "a75ad8b08ac5ae690b14931df29b3798", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "a75ad8b08ac5ae690b14931df29b3798", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "a75ad8b08ac5ae690b14931df29b3798", "attempt": "0", "subtask": "1", "recordsOut": 128371 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_b", "recordsIn": 0, "jobId": "a75ad8b08ac5ae690b14931df29b3798", "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": "a75ad8b08ac5ae690b14931df29b3798", "attempt": "0", "subtask": "0", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "a75ad8b08ac5ae690b14931df29b3798", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "a75ad8b08ac5ae690b14931df29b3798", "attempt": "0", "subtask": "0", "recordsOut": 0 } ] }, { "engine": "streamfusion", "trial": 3, "jobId": "df8417a93de50dbae7bb0bd3b2824630", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[13149]", "recordsIn": 1, "jobId": "df8417a93de50dbae7bb0bd3b2824630", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13147]", "recordsIn": 0, "jobId": "df8417a93de50dbae7bb0bd3b2824630", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13147]", "recordsIn": 121, "jobId": "df8417a93de50dbae7bb0bd3b2824630", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "df8417a93de50dbae7bb0bd3b2824630", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "df8417a93de50dbae7bb0bd3b2824630", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "df8417a93de50dbae7bb0bd3b2824630", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "df8417a93de50dbae7bb0bd3b2824630", "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": "df8417a93de50dbae7bb0bd3b2824630", "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": "df8417a93de50dbae7bb0bd3b2824630", "attempt": "0", "subtask": "1", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "df8417a93de50dbae7bb0bd3b2824630", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "df8417a93de50dbae7bb0bd3b2824630", "attempt": "0", "subtask": "1", "recordsOut": 0 } ] }, { "engine": "stock", "trial": 3, "jobId": "70cd38198d9e4835c2a8bc430e50fcae", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 4, "jobId": "be33fcb4e0d99fe90d74b0a9b05cccb7", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 4, "jobId": "c6902bb4cd814ecadf711330fec1f567", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[13193]", "recordsIn": 1, "jobId": "c6902bb4cd814ecadf711330fec1f567", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13191]", "recordsIn": 0, "jobId": "c6902bb4cd814ecadf711330fec1f567", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13191]", "recordsIn": 121, "jobId": "c6902bb4cd814ecadf711330fec1f567", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "c6902bb4cd814ecadf711330fec1f567", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "c6902bb4cd814ecadf711330fec1f567", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "c6902bb4cd814ecadf711330fec1f567", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "c6902bb4cd814ecadf711330fec1f567", "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": "c6902bb4cd814ecadf711330fec1f567", "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": "c6902bb4cd814ecadf711330fec1f567", "attempt": "0", "subtask": "1", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "c6902bb4cd814ecadf711330fec1f567", "attempt": "0", "subtask": "0", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "c6902bb4cd814ecadf711330fec1f567", "attempt": "0", "subtask": "1", "recordsOut": 0 } ] }, { "engine": "streamfusion", "trial": 5, "jobId": "8ee9862335f96c7763d0936c5fa5fe9e", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[13213]", "recordsIn": 1, "jobId": "8ee9862335f96c7763d0936c5fa5fe9e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13211]", "recordsIn": 0, "jobId": "8ee9862335f96c7763d0936c5fa5fe9e", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13211]", "recordsIn": 121, "jobId": "8ee9862335f96c7763d0936c5fa5fe9e", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "8ee9862335f96c7763d0936c5fa5fe9e", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "8ee9862335f96c7763d0936c5fa5fe9e", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "8ee9862335f96c7763d0936c5fa5fe9e", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "8ee9862335f96c7763d0936c5fa5fe9e", "attempt": "0", "subtask": "1", "recordsOut": 128371 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_b", "recordsIn": 0, "jobId": "8ee9862335f96c7763d0936c5fa5fe9e", "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": "8ee9862335f96c7763d0936c5fa5fe9e", "attempt": "0", "subtask": "0", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "8ee9862335f96c7763d0936c5fa5fe9e", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "8ee9862335f96c7763d0936c5fa5fe9e", "attempt": "0", "subtask": "0", "recordsOut": 0 } ] }, { "engine": "stock", "trial": 5, "jobId": "1cc6f89904111df8a12a94388d7eada3", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": 6, "jobId": "195ad07122e0497c6b6320cee588d78a", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": 6, "jobId": "658a2fddc40966ca0cb37ac0b6323130", "sourceArrowRows": 6201215, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(isMerge=[true], select=[Final_SUM(sum$0) AS revenue])[13257]", "recordsIn": 1, "jobId": "658a2fddc40966ca0cb37ac0b6323130", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13255]", "recordsIn": 0, "jobId": "658a2fddc40966ca0cb37ac0b6323130", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_SUM($f0) AS sum$0])[13255]", "recordsIn": 121, "jobId": "658a2fddc40966ca0cb37ac0b6323130", "attempt": "0", "subtask": "1", "recordsOut": 1 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 0, "jobId": "658a2fddc40966ca0cb37ac0b6323130", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[*(l_extendedprice, -(1, l_discount)) AS $f0], nativeFunctions", "recordsIn": 121, "jobId": "658a2fddc40966ca0cb37ac0b6323130", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 0, "jobId": "658a2fddc40966ca0cb37ac0b6323130", "attempt": "0", "subtask": "0", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_partkey, l_quantity, l_extendedprice, l_discount], where=[A", "recordsIn": 6001215, "jobId": "658a2fddc40966ca0cb37ac0b6323130", "attempt": "0", "subtask": "1", "recordsOut": 128371 }, { "operator": "NativeCalc(select=[p_partkey, p_brand, p_size, p_container], where=[OR(AND(=(p_b", "recordsIn": 0, "jobId": "658a2fddc40966ca0cb37ac0b6323130", "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": "658a2fddc40966ca0cb37ac0b6323130", "attempt": "0", "subtask": "1", "recordsOut": 485 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 128856, "jobId": "658a2fddc40966ca0cb37ac0b6323130", "attempt": "0", "subtask": "1", "recordsOut": 121 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[AND(=(p_partkey, l_partkey), OR(AND(=(p_", "recordsIn": 485, "jobId": "658a2fddc40966ca0cb37ac0b6323130", "attempt": "0", "subtask": "0", "recordsOut": 0 } ] } ], "resultType": "ROW<`revenue` DECIMAL(38, 4)> NOT NULL", "rows": 1, "resultSha256": "ee4a62a09da773543a05a1732f5973552565485870f61b8751f4c862c0bb29dc", "stockNanos": [ 1210175125, 1200623625, 1207952583, 1216339375, 1208830000, 1200429000, 1197965250 ], "nativeNanos": [ 550023083, 552855292, 541389750, 543310166, 546874416, 542736042, 545672292 ], "stockRuntimeMs": [ 1083, 1115, 1094, 1096, 1114, 1088, 1044 ], "nativeRuntimeMs": [ 427, 422, 419, 427, 429, 417, 421 ], "status": "passed", "stockMedianMs": 1207.952583, "nativeMedianMs": 545.672292, "speedup": 2.213696023619979 }, { "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": "96ae4d3d2323f79449df8f8abc4ecd18", "sourceArrowRows": 7011240, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Pa", "recordsIn": 0, "jobId": "96ae4d3d2323f79449df8f8abc4ecd18", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(groupBy=[l_partkey, l_suppkey], select=[l_partkey, l_suppkey, Pa", "recordsIn": 909455, "jobId": "96ae4d3d2323f79449df8f8abc4ecd18", "attempt": "0", "subtask": "0", "recordsOut": 543210 }, { "operator": "NativeAggregate(isMerge=[true], 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"f583746ade8110160534e7fdb9607c0c", "attempt": "0", "subtask": "0", "recordsOut": 186 } ] } ], "resultType": "ROW<`s_name` STRING, `s_address` STRING> NOT NULL", "rows": 186, "resultSha256": "03a78da0e1ad70e4845e11f0780c2b572e5342806c6f4fd2f0a799f2fdfd9a8e", "stockNanos": [ 1008700875, 1017141875, 1119631959, 1008153084, 1020385042, 1032456500, 1030432250 ], "nativeNanos": [ 562389584, 561125750, 558733000, 555269917, 564602583, 554349208, 558433334 ], "stockRuntimeMs": [ 883, 877, 1002, 873, 869, 862, 868 ], "nativeRuntimeMs": [ 457, 457, 452, 462, 461, 459, 470 ], "status": "passed", "stockMedianMs": 1020.385042, "nativeMedianMs": 558.733, "speedup": 1.8262480326023345 }, { "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": "streamfusion", "trial": -3, "jobId": "273a641236fb5edf6007f28370f79ad6", "sourceArrowRows": 13512455, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[s_name], select=[s_name, Partial_COUNT(*) AS count1$0])", "recordsIn": 2031, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 404 }, { "operator": "NativeAggregate(groupBy=[s_name], select=[s_name, Partial_COUNT(*) AS count1$0])", "recordsIn": 2110, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 410 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[s_name], select=[s_name, Final_COUNT(co", "recordsIn": 387, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 196 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[s_name], select=[s_name, Final_COUNT(co", "recordsIn": 427, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 215 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)", "recordsIn": 0, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)", "recordsIn": 0, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)", "recordsIn": 6001215, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[l_orderkey, l_suppkey], where=[>(l_receiptdate, l_commitdate)", "recordsIn": 6001215, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'SAUDI ARABIA')], nativeFuncti", "recordsIn": 0, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[n_nationkey], where=[=(n_name, 'SAUDI ARABIA')], nativeFuncti", "recordsIn": 25, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[o_orderkey], where=[=(o_orderstatus, 'F')], nativeFunctions=[", "recordsIn": 0, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[o_orderkey], where=[=(o_orderstatus, 'F')], nativeFunctions=[", "recordsIn": 1500000, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 729413 }, { "operator": "NativeCalc(select=[s_name, l_orderkey, l_suppkey], nativeFunctions=[], jvmFuncti", "recordsIn": 37873, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 37873 }, { "operator": "NativeCalc(select=[s_name, l_orderkey, l_suppkey], nativeFunctions=[], jvmFuncti", "recordsIn": 37998, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 37998 }, { "operator": "NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=", "recordsIn": 0, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=", "recordsIn": 3793296, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 3793296 }, { "operator": "NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=", "recordsIn": 913683, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 913683 }, { "operator": "NativeCalc(select=[s_name, s_nationkey, l_orderkey, l_suppkey], nativeFunctions=", "recordsIn": 915228, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 915228 }, { "operator": "NativeCalc(select=[s_name], nativeFunctions=[], jvmFunctions=[])[14268]", "recordsIn": 2031, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 2031 }, { "operator": "NativeCalc(select=[s_name], nativeFunctions=[], jvmFunctions=[])[14268]", "recordsIn": 2110, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 2110 }, { "operator": "NativeFileSourceShare", "recordsIn": 0, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeFileSourceShare", "recordsIn": 6001215, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 6001215 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 2258709, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 913683 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(o_orderkey, l_orderkey)], select=[s_na", "recordsIn": 2264000, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 915228 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 913684, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 37873 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_nationkey, n_nationkey)], select=[s_", "recordsIn": 915229, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 37998 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 10000, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[=(s_suppkey, l_suppkey)], select=[s_supp", "recordsIn": 3803296, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 3793296 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_", "recordsIn": 1930888, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "0", "recordsOut": 2031 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_", "recordsIn": 1935497, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": "1", "recordsOut": 2110 }, { "operator": "NativeJoin(joinType=[LeftSemiJoin], where=[AND(=(l_orderkey0, l_orderkey), <>(l_", "recordsIn": 3034383, "jobId": "273a641236fb5edf6007f28370f79ad6", "attempt": "0", "subtask": 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1158, 1395, 1148, 1359, 1189 ], "status": "passed", "stockMedianMs": 4135.638166, "nativeMedianMs": 1323.527333, "speedup": 3.124709299826753 }, { "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": "dc99944df97f54376d52b033f8f31e09", "sourceArrowRows": 1800000, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS coun", "recordsIn": 3190, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "0", "recordsOut": 7 }, { "operator": "NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS coun", "recordsIn": 3194, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "1", "recordsOut": 7 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_CO", "recordsIn": 10, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_CO", "recordsIn": 4, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_AVG(sum$0, count$1) AS EXPR$0])[15", "recordsIn": 1, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])[15176]", "recordsIn": 0, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])[15176]", "recordsIn": 38120, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctio", "recordsIn": 3190, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "0", "recordsOut": 3190 }, { "operator": "NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctio", "recordsIn": 3194, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "1", "recordsOut": 3194 }, { "operator": "NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phon", "recordsIn": 0, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phon", "recordsIn": 150000, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "0", "recordsOut": 38120 }, { "operator": "NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13')", "recordsIn": 24951, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "0", "recordsOut": 6968 }, { "operator": "NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13')", "recordsIn": 25053, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "1", "recordsOut": 7118 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, ", "recordsIn": 6969, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "0", "recordsOut": 3190 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, ", "recordsIn": 7119, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "1", "recordsOut": 3194 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_c", "recordsIn": 821955, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "0", "recordsOut": 24951 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_c", "recordsIn": 828045, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "1", "recordsOut": 25053 }, { "operator": "NativeSort(orderBy=[cntrycode ASC])[15187]", "recordsIn": 7, "jobId": "dc99944df97f54376d52b033f8f31e09", "attempt": "0", "subtask": "0", "recordsOut": 7 } ] }, { "engine": "stock", "trial": -3, "jobId": "447f72adb231536d6a68d910e0f826e4", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "stock", "trial": -2, "jobId": "6c0185b0b512852b09d9fcea38bc53e4", "sourceArrowRows": 0, "entryTransposeRows": 0, "nativeWork": [] }, { "engine": "streamfusion", "trial": -2, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "sourceArrowRows": 1800000, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS coun", "recordsIn": 3190, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "0", "recordsOut": 7 }, { "operator": "NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS coun", "recordsIn": 3194, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "1", "recordsOut": 7 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_CO", "recordsIn": 10, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_CO", "recordsIn": 4, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_AVG(sum$0, count$1) AS EXPR$0])[15", "recordsIn": 1, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])[15249]", "recordsIn": 0, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])[15249]", "recordsIn": 38120, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctio", "recordsIn": 3190, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "0", "recordsOut": 3190 }, { "operator": "NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctio", "recordsIn": 3194, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "1", "recordsOut": 3194 }, { "operator": "NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phon", "recordsIn": 0, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phon", "recordsIn": 150000, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "0", "recordsOut": 38120 }, { "operator": "NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13')", "recordsIn": 24951, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "0", "recordsOut": 6968 }, { "operator": "NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13')", "recordsIn": 25053, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "1", "recordsOut": 7118 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, ", "recordsIn": 6969, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "0", "recordsOut": 3190 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, ", "recordsIn": 7119, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "1", "recordsOut": 3194 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_c", "recordsIn": 821955, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "0", "recordsOut": 24951 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_c", "recordsIn": 828045, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "1", "recordsOut": 25053 }, { "operator": "NativeSort(orderBy=[cntrycode ASC])[15260]", "recordsIn": 7, "jobId": "d5ccb5a60e412673eecd16fb1a212e1e", "attempt": "0", "subtask": "0", "recordsOut": 7 } ] }, { "engine": "streamfusion", "trial": -1, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "sourceArrowRows": 1800000, "entryTransposeRows": 0, "nativeWork": [ { "operator": "NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS coun", "recordsIn": 3190, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "0", "recordsOut": 7 }, { "operator": "NativeAggregate(groupBy=[cntrycode], select=[cntrycode, Partial_COUNT(*) AS coun", "recordsIn": 3194, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "1", "recordsOut": 7 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_CO", "recordsIn": 10, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "0", "recordsOut": 5 }, { "operator": "NativeAggregate(isMerge=[true], groupBy=[cntrycode], select=[cntrycode, Final_CO", "recordsIn": 4, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "1", "recordsOut": 2 }, { "operator": "NativeAggregate(isMerge=[true], select=[Final_AVG(sum$0, count$1) AS EXPR$0])[15", "recordsIn": 1, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])[15280]", "recordsIn": 0, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeAggregate(select=[Partial_AVG(c_acctbal) AS (sum$0, count$1)])[15280]", "recordsIn": 38120, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "0", "recordsOut": 1 }, { "operator": "NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctio", "recordsIn": 3190, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "0", "recordsOut": 3190 }, { "operator": "NativeCalc(select=[SUBSTR(c_phone, 1, 2) AS cntrycode, c_acctbal], nativeFunctio", "recordsIn": 3194, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "1", "recordsOut": 3194 }, { "operator": "NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phon", "recordsIn": 0, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "1", "recordsOut": 0 }, { "operator": "NativeCalc(select=[c_acctbal], where=[AND(>(c_acctbal, 0.00), OR(=(SUBSTR(c_phon", "recordsIn": 150000, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "0", "recordsOut": 38120 }, { "operator": "NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13')", "recordsIn": 24951, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "0", "recordsOut": 6968 }, { "operator": "NativeCalc(select=[c_phone, c_acctbal], where=[OR(=(SUBSTR(c_phone, 1, 2), '13')", "recordsIn": 25053, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "1", "recordsOut": 7118 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, ", "recordsIn": 6969, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "0", "recordsOut": 3190 }, { "operator": "NativeJoin(joinType=[InnerJoin], where=[>(c_acctbal, EXPR$0)], select=[c_phone, ", "recordsIn": 7119, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "1", "recordsOut": 3194 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_c", "recordsIn": 821955, "jobId": "0de0e88185f57af5167f0ad9678fe7cd", "attempt": "0", "subtask": "0", "recordsOut": 24951 }, { "operator": "NativeJoin(joinType=[LeftAntiJoin], where=[=(o_custkey, c_custkey)], select=[c_c", "recordsIn": 828045, 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All retained trials preserved. Summed query medians are not a timed serial suite; not official TPC-H QphH. Engine-specific native/stock reader internals differ; SQL/files/resources/timing boundaries are matched." }