crp-order-quantity-kpi-service - Details for Query 3208

Submitted Time: 2026/03/20 20:07:52
Duration: 2 s
Succeeded Jobs: 5823 5824 5825 5826 5827 5828 5829 5830

Plan Visualization

Show the Stage ID and Task ID that corresponds to the max metric

digraph G { 0 [id="node0" labelType="html" label=" AdaptiveSparkPlan " tooltip="AdaptiveSparkPlan isFinalPlan=true"]; 1 [id="node1" labelType="html" label="CollectLimit shuffle records written: 21 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 1 local bytes read: 372.0 B merged fetch fallback count: 0 local blocks read: 6 remote merged chunks fetched: 0 remote blocks read: 0 local merged bytes read: 0.0 B remote reqs duration: 0 ms local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 3 ms (0 ms, 0 ms, 0 ms (stage 105752.0: task 348657)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 0 ms remote bytes read: 0.0 B remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 1302.0 B (62.0 B, 62.0 B, 62.0 B (stage 105752.0: task 348650))" tooltip="CollectLimit 1"]; 2 [id="node2" labelType="html" label="InMemoryTableScan number of output rows: 27" tooltip="InMemoryTableScan"]; 3 [id="node3" labelType="html" label=" AdaptiveSparkPlan " tooltip="AdaptiveSparkPlan isFinalPlan=true"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (7)\n \nduration: total (min, med, max (stageId: taskId))\n3.8 s (0 ms, 60 ms, 354 ms (stage 105750.0: task 348607))"; tooltip="WholeStageCodegen (7)"; 5 [id="node5" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 145 ms (0 ms, 0 ms, 17 ms (stage 105750.0: task 348607)) peak memory total (min, med, max (stageId: taskId)) 9.3 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 105750.0: task 348600)) number of output rows: 27 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[product#1012489, plant#1012490], functions=[])"]; 6 [id="node6" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 75 ms (0 ms, 0 ms, 9 ms (stage 105750.0: task 348607)) peak memory total (min, med, max (stageId: taskId)) 9.3 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 105750.0: task 348600)) number of output rows: 27 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[product#1012489, plant#1012490], functions=[])"]; 7 [id="node7" labelType="html" label=" Project " tooltip="Project [product#1012489, plant#1012490]"]; 8 [id="node8" labelType="html" label="Filter number of output rows: 27" tooltip="Filter (((size(demandTimeBuckets#1012945, true) = 0) OR isnull(demandTimeBuckets#1012945)) AND ((size(demandPointInTime#1012948, true) = 0) OR isnull(demandPointInTime#1012948)))"]; 9 [id="node9" labelType="html" label="BroadcastHashJoin number of output rows: 45" tooltip="BroadcastHashJoin [coalesce(plant#1012490, ), isnull(plant#1012490), coalesce(product#1012489, ), isnull(product#1012489)], [coalesce(plant#1012941, ), isnull(plant#1012941), coalesce(product#1012940, ), isnull(product#1012940)], LeftOuter, BuildRight, false"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [product#1012489, plant#1012490]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 45" tooltip="Generate explode(_extract_quantityDenominator#1012975), [product#1012489, plant#1012490], true, [quantityDenominator#1012575]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [product#1012489, plant#1012490, filteredUnitOfMeasureConversions#1012564.quantityDenominator AS _extract_quantityDenominator#1012975]"]; 13 [id="node13" labelType="html" label="Generate number of output rows: 45" tooltip="Generate explode(filteredUnitOfMeasureConversions#1012564.quantityNumerator), [product#1012489, plant#1012490, filteredUnitOfMeasureConversions#1012564], true, [quantityNumerator#1012572]"]; } 14 [id="node14" labelType="html" label=" Project " tooltip="Project [product#1012489, plant#1012490, filter(unitOfMeasureConversions#1012558, lambdafunction((((lambda u#1012565.measurementUnit1.code = _extract_code#1013054) AND (lambda u#1012565.measurementUnit1.internalRefUUID = _extract_internalRefUUID#1013055)) AND ((lambda u#1012565.measurementUnit2.code = baseUnitOfMeasure#1012556.code) AND (lambda u#1012565.measurementUnit2.internalRefUUID = baseUnitOfMeasure#1012556.internalRefUUID))), lambda u#1012565, false)) AS filteredUnitOfMeasureConversions#1012564]"]; subgraph cluster15 { isCluster="true"; id="cluster15"; label="WholeStageCodegen (6)\n \nduration: total (min, med, max (stageId: taskId))\n5.0 s (1 ms, 142 ms, 455 ms (stage 105750.0: task 348610))"; tooltip="WholeStageCodegen (6)"; 16 [id="node16" labelType="html" label="BroadcastHashJoin number of output rows: 45" tooltip="BroadcastHashJoin [product#1012489], [internalUUID#1012552], LeftOuter, BuildRight, false"]; 17 [id="node17" labelType="html" label=" Project " tooltip="Project [product#1012489, plant#1012490, _extract_code#1013054, _extract_internalRefUUID#1013055]"]; 18 [id="node18" labelType="html" label="BroadcastHashJoin number of output rows: 45" tooltip="BroadcastHashJoin [coalesce(product#1012489, ), isnull(product#1012489), coalesce(plant#1012490, ), isnull(plant#1012490)], [coalesce(_extract_internalRefUUID#1013056, ), isnull(_extract_internalRefUUID#1013056), coalesce(_extract_internalRefUUID#1013057, ), isnull(_extract_internalRefUUID#1013057)], LeftOuter, BuildRight, false"]; } 19 [id="node19" labelType="html" label="Exchange shuffle records written: 45 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 45 local bytes read total (min, med, max (stageId: taskId)) 4.2 KiB (144.0 B, 189.0 B, 263.0 B (stage 105750.0: task 348610)) merged fetch fallback count: 0 local blocks read: 24 remote merged chunks fetched: 0 remote blocks read: 0 data size total (min, med, max (stageId: taskId)) 3.9 KiB (88.0 B, 176.0 B, 352.0 B (stage 105741.0: task 348496)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 14 ms (0 ms, 0 ms, 0 ms (stage 105741.0: task 348503)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 105750.0: task 348600)) remote bytes read: 0.0 B number of partitions: 37 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 4.2 KiB (144.0 B, 189.0 B, 263.0 B (stage 105741.0: task 348495))" tooltip="Exchange hashpartitioning(product#1012489, plant#1012490, 37), REPARTITION_BY_NUM, [plan_id=1634725]"]; subgraph cluster20 { isCluster="true"; id="cluster20"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n3.1 s (57 ms, 134 ms, 230 ms (stage 105741.0: task 348507))"; tooltip="WholeStageCodegen (1)"; 21 [id="node21" labelType="html" label="ColumnarToRow number of output rows: 45 number of input batches: 24" tooltip="ColumnarToRow"]; } 22 [id="node22" labelType="html" label="Scan parquet number of files read: 24 scan time total (min, med, max (stageId: taskId)) 2.2 s (56 ms, 97 ms, 136 ms (stage 105741.0: task 348497)) metadata time: 0 ms size of files read: 41.8 KiB number of output rows: 45" tooltip="FileScan parquet [product#1012489,plant#1012490] Batched: true, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex(1 paths)[hdlfs://ced12e6d-bca7-47af-9525-449cba9023d7.files.hdl.prod-eu20.hanac..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<product:string,plant:string>"]; 23 [id="node23" labelType="html" label="BroadcastExchange time to broadcast: 2 ms time to build: 6 ms time to collect: 74 ms number of output rows: 1,426 data size: 2.1 MiB" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(coalesce(input[2, string, true], ), isnull(input[2, string, true]), coalesce(input[3, string, true], ), isnull(input[3, string, true])),false), [plan_id=1634879]"]; subgraph cluster24 { isCluster="true"; id="cluster24"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n0 ms (0 ms, 0 ms, 0 ms (stage 105746.0: task 348529))"; tooltip="WholeStageCodegen (5)"; 25 [id="node25" labelType="html" label=" Project " tooltip="Project [_extract_code#1013054, _extract_internalRefUUID#1013055, _extract_internalRefUUID#1013056, _extract_internalRefUUID#1013057]"]; } 26 [id="node26" labelType="html" label="Exchange shuffle records written: 1,426 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 1,426 local bytes read total (min, med, max (stageId: taskId)) 75.7 KiB (1983.0 B, 2.0 KiB, 2.2 KiB (stage 105746.0: task 348547)) merged fetch fallback count: 0 local blocks read: 37 remote merged chunks fetched: 0 remote blocks read: 0 data size: 199.2 KiB local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time: 1 ms remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 105746.0: task 348529)) remote bytes read: 0.0 B number of partitions: 37 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 75.7 KiB" tooltip="Exchange RoundRobinPartitioning(37), REPARTITION_BY_NUM, [plan_id=1634746]"]; subgraph cluster27 { isCluster="true"; id="cluster27"; label="WholeStageCodegen (2)\n \nduration: 77 ms"; tooltip="WholeStageCodegen (2)"; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [plant#1012518.internalRefUUID AS _extract_internalRefUUID#1013057, product#1012519.internalRefUUID AS _extract_internalRefUUID#1013056, productionAspect#1012521.productMovementPlants.unitOfIssue.code AS _extract_code#1013054, productionAspect#1012521.productMovementPlants.unitOfIssue.internalRefUUID AS _extract_internalRefUUID#1013055]"]; 29 [id="node29" labelType="html" label="ColumnarToRow number of output rows: 1,426 number of input batches: 1" tooltip="ColumnarToRow"]; } 30 [id="node30" labelType="html" label="Scan parquet number of files read: 1 scan time: 70 ms dynamic partition pruning time: 0 ms metadata time: 0 ms size of files read: 76.4 KiB number of output rows: 1,426 number of partitions read: 1" tooltip="FileScan parquet [plant#1012518,product#1012519,productionAspect#1012521,systemId#1012516] Batched: true, DataFilters: [], Format: Parquet, Location: PreparedDeltaFileIndex(1 paths)[hdlfs://ced12e6d-bca7-47af-9525-449cba9023d7.files.hdl.prod-eu20...., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<plant:struct<internalRefUUID:string>,product:struct<internalRefUUID:string>,productionAspe..."]; 31 [id="node31" labelType="html" label="BroadcastExchange time to broadcast: 2 ms time to build: 6 ms time to collect: 67 ms number of output rows: 144 data size: 2.0 MiB" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, true]),false), [plan_id=1634784]"]; 32 [id="node32" labelType="html" label="Exchange shuffle records written: 144 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 144 local bytes read total (min, med, max (stageId: taskId)) 28.2 KiB (465.0 B, 769.0 B, 1131.0 B (stage 105748.0: task 348549)) merged fetch fallback count: 0 local blocks read: 37 remote merged chunks fetched: 0 remote blocks read: 0 data size: 87.5 KiB local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time: 1 ms remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 105748.0: task 348531)) remote bytes read: 0.0 B number of partitions: 37 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 28.2 KiB" tooltip="Exchange RoundRobinPartitioning(37), REPARTITION_BY_NUM, [plan_id=1634774]"]; subgraph cluster33 { isCluster="true"; id="cluster33"; label="WholeStageCodegen (3)\n \nduration: 87 ms"; tooltip="WholeStageCodegen (3)"; 34 [id="node34" labelType="html" label=" Project " tooltip="Project [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558]"]; 35 [id="node35" labelType="html" label="Filter number of output rows: 144" tooltip="Filter isnotnull(internalUUID#1012552)"]; 36 [id="node36" labelType="html" label="ColumnarToRow number of output rows: 144 number of input batches: 1" tooltip="ColumnarToRow"]; } 37 [id="node37" labelType="html" label="Scan parquet number of files read: 1 scan time: 83 ms dynamic partition pruning time: 0 ms metadata time: 0 ms size of files read: 33.3 KiB number of output rows: 144 number of partitions read: 1" tooltip="FileScan parquet [internalUUID#1012552,baseUnitOfMeasure#1012556,unitOfMeasureConversions#1012558,systemId#1012551] Batched: true, DataFilters: [isnotnull(internalUUID#1012552)], Format: Parquet, Location: PreparedDeltaFileIndex(1 paths)[hdlfs://ced12e6d-bca7-47af-9525-449cba9023d7.files.hdl.prod-eu20...., PartitionFilters: [], PushedFilters: [IsNotNull(internalUUID)], ReadSchema: struct<internalUUID:string,baseUnitOfMeasure:struct<internalRefUUID:string,code:string>,unitOfMea..."]; 38 [id="node38" labelType="html" label="BroadcastExchange time to broadcast: 2 ms time to build: 6 ms time to collect: 368 ms number of output rows: 45 data size: 2.0 MiB" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(coalesce(input[1, string, true], ), isnull(input[1, string, true]), coalesce(input[0, string, true], ), isnull(input[0, string, true])),false), [plan_id=1634798]"]; subgraph cluster39 { isCluster="true"; id="cluster39"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n326 ms (78 ms, 79 ms, 91 ms (stage 105743.0: task 348515))"; tooltip="WholeStageCodegen (4)"; 40 [id="node40" labelType="html" label="ColumnarToRow number of output rows: 45 number of input batches: 4" tooltip="ColumnarToRow"]; } 41 [id="node41" labelType="html" label="Scan parquet number of files read: 4 scan time total (min, med, max (stageId: taskId)) 315 ms (74 ms, 77 ms, 88 ms (stage 105743.0: task 348515)) metadata time: 0 ms size of files read: 113.6 KiB number of output rows: 45" tooltip="FileScan parquet [product#1012940,plant#1012941,demandTimeBuckets#1012945,demandPointInTime#1012948] Batched: true, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex(1 paths)[hdlfs://ced12e6d-bca7-47af-9525-449cba9023d7.files.hdl.prod-eu20.hanac..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<product:string,plant:string,demandTimeBuckets:array<struct<demandStartDateTime:timestamp,d..."]; 1->0; 2->1; 3->2; 5->3; 6->5; 7->6; 8->7; 9->8; 10->9; 11->10; 12->11; 13->12; 14->13; 16->14; 17->16; 18->17; 19->18; 21->19; 22->21; 23->18; 25->23; 26->25; 28->26; 29->28; 30->29; 31->16; 32->31; 34->32; 35->34; 36->35; 37->36; 38->9; 40->38; 41->40; }

Details

== Physical Plan ==
AdaptiveSparkPlan (69)
+- == Final Plan ==
   ResultQueryStage (67), Statistics(sizeInBytes=8.0 EiB)
   +- CollectLimit (66)
      +- TableCacheQueryStage (65), Statistics(sizeInBytes=1944.0 B, rowCount=27)
         +- InMemoryTableScan (1)
               +- InMemoryRelation (2)
                     +- AdaptiveSparkPlan (64)
                     +- == Final Plan ==
                        ResultQueryStage (40)
                        +- * HashAggregate (39)
                           +- * HashAggregate (38)
                              +- * Project (37)
                                 +- * Filter (36)
                                    +- * BroadcastHashJoin LeftOuter BuildRight (35)
                                       :- * Project (30)
                                       :  +- * Generate (29)
                                       :     +- * Project (28)
                                       :        +- * Generate (27)
                                       :           +- Project (26)
                                       :              +- * BroadcastHashJoin LeftOuter BuildRight (25)
                                       :                 :- * Project (16)
                                       :                 :  +- * BroadcastHashJoin LeftOuter BuildRight (15)
                                       :                 :     :- ShuffleQueryStage (6), Statistics(sizeInBytes=3.9 KiB, rowCount=45)
                                       :                 :     :  +- Exchange (5)
                                       :                 :     :     +- * ColumnarToRow (4)
                                       :                 :     :        +- Scan parquet  (3)
                                       :                 :     +- BroadcastQueryStage (14), Statistics(sizeInBytes=2.1 MiB, rowCount=1.43E+3)
                                       :                 :        +- BroadcastExchange (13)
                                       :                 :           +- * Project (12)
                                       :                 :              +- ShuffleQueryStage (11), Statistics(sizeInBytes=199.2 KiB, rowCount=1.43E+3)
                                       :                 :                 +- Exchange (10)
                                       :                 :                    +- * Project (9)
                                       :                 :                       +- * ColumnarToRow (8)
                                       :                 :                          +- Scan parquet  (7)
                                       :                 +- BroadcastQueryStage (24), Statistics(sizeInBytes=2.0 MiB, rowCount=144)
                                       :                    +- BroadcastExchange (23)
                                       :                       +- ShuffleQueryStage (22), Statistics(sizeInBytes=87.5 KiB, rowCount=144)
                                       :                          +- Exchange (21)
                                       :                             +- * Project (20)
                                       :                                +- * Filter (19)
                                       :                                   +- * ColumnarToRow (18)
                                       :                                      +- Scan parquet  (17)
                                       +- BroadcastQueryStage (34), Statistics(sizeInBytes=2.0 MiB, rowCount=45)
                                          +- BroadcastExchange (33)
                                             +- * ColumnarToRow (32)
                                                +- Scan parquet  (31)
                     +- == Initial Plan ==
                        HashAggregate (63)
                        +- HashAggregate (62)
                           +- Project (61)
                              +- Filter (60)
                                 +- BroadcastHashJoin LeftOuter BuildRight (59)
                                    :- Project (57)
                                    :  +- Generate (56)
                                    :     +- Project (55)
                                    :        +- Generate (54)
                                    :           +- Project (53)
                                    :              +- BroadcastHashJoin LeftOuter BuildRight (52)
                                    :                 :- Project (47)
                                    :                 :  +- BroadcastHashJoin LeftOuter BuildRight (46)
                                    :                 :     :- Exchange (41)
                                    :                 :     :  +- Scan parquet  (3)
                                    :                 :     +- BroadcastExchange (45)
                                    :                 :        +- Project (44)
                                    :                 :           +- Exchange (43)
                                    :                 :              +- Project (42)
                                    :                 :                 +- Scan parquet  (7)
                                    :                 +- BroadcastExchange (51)
                                    :                    +- Exchange (50)
                                    :                       +- Project (49)
                                    :                          +- Filter (48)
                                    :                             +- Scan parquet  (17)
                                    +- BroadcastExchange (58)
                                       +- Scan parquet  (31)
+- == Initial Plan ==
   CollectLimit (68)
   +- InMemoryTableScan (1)
         +- InMemoryRelation (2)
               +- AdaptiveSparkPlan (64)
               +- == Final Plan ==
                  ResultQueryStage (40)
                  +- * HashAggregate (39)
                     +- * HashAggregate (38)
                        +- * Project (37)
                           +- * Filter (36)
                              +- * BroadcastHashJoin LeftOuter BuildRight (35)
                                 :- * Project (30)
                                 :  +- * Generate (29)
                                 :     +- * Project (28)
                                 :        +- * Generate (27)
                                 :           +- Project (26)
                                 :              +- * BroadcastHashJoin LeftOuter BuildRight (25)
                                 :                 :- * Project (16)
                                 :                 :  +- * BroadcastHashJoin LeftOuter BuildRight (15)
                                 :                 :     :- ShuffleQueryStage (6), Statistics(sizeInBytes=3.9 KiB, rowCount=45)
                                 :                 :     :  +- Exchange (5)
                                 :                 :     :     +- * ColumnarToRow (4)
                                 :                 :     :        +- Scan parquet  (3)
                                 :                 :     +- BroadcastQueryStage (14), Statistics(sizeInBytes=2.1 MiB, rowCount=1.43E+3)
                                 :                 :        +- BroadcastExchange (13)
                                 :                 :           +- * Project (12)
                                 :                 :              +- ShuffleQueryStage (11), Statistics(sizeInBytes=199.2 KiB, rowCount=1.43E+3)
                                 :                 :                 +- Exchange (10)
                                 :                 :                    +- * Project (9)
                                 :                 :                       +- * ColumnarToRow (8)
                                 :                 :                          +- Scan parquet  (7)
                                 :                 +- BroadcastQueryStage (24), Statistics(sizeInBytes=2.0 MiB, rowCount=144)
                                 :                    +- BroadcastExchange (23)
                                 :                       +- ShuffleQueryStage (22), Statistics(sizeInBytes=87.5 KiB, rowCount=144)
                                 :                          +- Exchange (21)
                                 :                             +- * Project (20)
                                 :                                +- * Filter (19)
                                 :                                   +- * ColumnarToRow (18)
                                 :                                      +- Scan parquet  (17)
                                 +- BroadcastQueryStage (34), Statistics(sizeInBytes=2.0 MiB, rowCount=45)
                                    +- BroadcastExchange (33)
                                       +- * ColumnarToRow (32)
                                          +- Scan parquet  (31)
               +- == Initial Plan ==
                  HashAggregate (63)
                  +- HashAggregate (62)
                     +- Project (61)
                        +- Filter (60)
                           +- BroadcastHashJoin LeftOuter BuildRight (59)
                              :- Project (57)
                              :  +- Generate (56)
                              :     +- Project (55)
                              :        +- Generate (54)
                              :           +- Project (53)
                              :              +- BroadcastHashJoin LeftOuter BuildRight (52)
                              :                 :- Project (47)
                              :                 :  +- BroadcastHashJoin LeftOuter BuildRight (46)
                              :                 :     :- Exchange (41)
                              :                 :     :  +- Scan parquet  (3)
                              :                 :     +- BroadcastExchange (45)
                              :                 :        +- Project (44)
                              :                 :           +- Exchange (43)
                              :                 :              +- Project (42)
                              :                 :                 +- Scan parquet  (7)
                              :                 +- BroadcastExchange (51)
                              :                    +- Exchange (50)
                              :                       +- Project (49)
                              :                          +- Filter (48)
                              :                             +- Scan parquet  (17)
                              +- BroadcastExchange (58)
                                 +- Scan parquet  (31)


(1) InMemoryTableScan
Output: []

(2) InMemoryRelation
Arguments: [product#1012489, plant#1012490], StorageLevel(disk, memory, 2 replicas)

(3) Scan parquet 
Output [2]: [product#1012489, plant#1012490]
Batched: true
Location: InMemoryFileIndex [hdlfs://ced12e6d-bca7-47af-9525-449cba9023d7.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-order-qty-opt-service/out/product-plant-list/10000000349/shardId=0_1_10000000349]
ReadSchema: struct<product:string,plant:string>

(4) ColumnarToRow [codegen id : 1]
Input [2]: [product#1012489, plant#1012490]

(5) Exchange
Input [2]: [product#1012489, plant#1012490]
Arguments: hashpartitioning(product#1012489, plant#1012490, 37), REPARTITION_BY_NUM, [plan_id=1634725]

(6) ShuffleQueryStage
Output [2]: [product#1012489, plant#1012490]
Arguments: 0

(7) Scan parquet 
Output [4]: [plant#1012518, product#1012519, productionAspect#1012521, systemId#1012516]
Batched: true
Location: PreparedDeltaFileIndex [hdlfs://ced12e6d-bca7-47af-9525-449cba9023d7.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-dl-stream-service/cornerstone/sap-cic-product-productplant]
ReadSchema: struct<plant:struct<internalRefUUID:string>,product:struct<internalRefUUID:string>,productionAspect:struct<productMovementPlants:struct<unitOfIssue:struct<internalRefUUID:string,code:string>>>>

(8) ColumnarToRow [codegen id : 2]
Input [4]: [plant#1012518, product#1012519, productionAspect#1012521, systemId#1012516]

(9) Project [codegen id : 2]
Output [4]: [plant#1012518.internalRefUUID AS _extract_internalRefUUID#1013057, product#1012519.internalRefUUID AS _extract_internalRefUUID#1013056, productionAspect#1012521.productMovementPlants.unitOfIssue.code AS _extract_code#1013054, productionAspect#1012521.productMovementPlants.unitOfIssue.internalRefUUID AS _extract_internalRefUUID#1013055]
Input [4]: [plant#1012518, product#1012519, productionAspect#1012521, systemId#1012516]

(10) Exchange
Input [4]: [_extract_internalRefUUID#1013057, _extract_internalRefUUID#1013056, _extract_code#1013054, _extract_internalRefUUID#1013055]
Arguments: RoundRobinPartitioning(37), REPARTITION_BY_NUM, [plan_id=1634746]

(11) ShuffleQueryStage
Output [4]: [_extract_internalRefUUID#1013057, _extract_internalRefUUID#1013056, _extract_code#1013054, _extract_internalRefUUID#1013055]
Arguments: 1

(12) Project [codegen id : 5]
Output [4]: [_extract_code#1013054, _extract_internalRefUUID#1013055, _extract_internalRefUUID#1013056, _extract_internalRefUUID#1013057]
Input [4]: [_extract_internalRefUUID#1013057, _extract_internalRefUUID#1013056, _extract_code#1013054, _extract_internalRefUUID#1013055]

(13) BroadcastExchange
Input [4]: [_extract_code#1013054, _extract_internalRefUUID#1013055, _extract_internalRefUUID#1013056, _extract_internalRefUUID#1013057]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[2, string, true], ), isnull(input[2, string, true]), coalesce(input[3, string, true], ), isnull(input[3, string, true])),false), [plan_id=1634879]

(14) BroadcastQueryStage
Output [4]: [_extract_code#1013054, _extract_internalRefUUID#1013055, _extract_internalRefUUID#1013056, _extract_internalRefUUID#1013057]
Arguments: 4

(15) BroadcastHashJoin [codegen id : 6]
Left keys [4]: [coalesce(product#1012489, ), isnull(product#1012489), coalesce(plant#1012490, ), isnull(plant#1012490)]
Right keys [4]: [coalesce(_extract_internalRefUUID#1013056, ), isnull(_extract_internalRefUUID#1013056), coalesce(_extract_internalRefUUID#1013057, ), isnull(_extract_internalRefUUID#1013057)]
Join type: LeftOuter
Join condition: None

(16) Project [codegen id : 6]
Output [4]: [product#1012489, plant#1012490, _extract_code#1013054, _extract_internalRefUUID#1013055]
Input [6]: [product#1012489, plant#1012490, _extract_code#1013054, _extract_internalRefUUID#1013055, _extract_internalRefUUID#1013056, _extract_internalRefUUID#1013057]

(17) Scan parquet 
Output [4]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558, systemId#1012551]
Batched: true
Location: PreparedDeltaFileIndex [hdlfs://ced12e6d-bca7-47af-9525-449cba9023d7.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-dl-stream-service/cornerstone/sap-cic-product-product-v2]
PushedFilters: [IsNotNull(internalUUID)]
ReadSchema: struct<internalUUID:string,baseUnitOfMeasure:struct<internalRefUUID:string,code:string>,unitOfMeasureConversions:array<struct<measurementUnit1:struct<internalRefUUID:string,code:string>,measurementUnit2:struct<internalRefUUID:string,code:string>,quantityNumerator:int,quantityDenominator:int>>>

(18) ColumnarToRow [codegen id : 3]
Input [4]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558, systemId#1012551]

(19) Filter [codegen id : 3]
Input [4]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558, systemId#1012551]
Condition : isnotnull(internalUUID#1012552)

(20) Project [codegen id : 3]
Output [3]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558]
Input [4]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558, systemId#1012551]

(21) Exchange
Input [3]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558]
Arguments: RoundRobinPartitioning(37), REPARTITION_BY_NUM, [plan_id=1634774]

(22) ShuffleQueryStage
Output [3]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558]
Arguments: 2

(23) BroadcastExchange
Input [3]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true]),false), [plan_id=1634784]

(24) BroadcastQueryStage
Output [3]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558]
Arguments: 5

(25) BroadcastHashJoin [codegen id : 6]
Left keys [1]: [product#1012489]
Right keys [1]: [internalUUID#1012552]
Join type: LeftOuter
Join condition: None

(26) Project
Output [3]: [product#1012489, plant#1012490, filter(unitOfMeasureConversions#1012558, lambdafunction((((lambda u#1012565.measurementUnit1.code = _extract_code#1013054) AND (lambda u#1012565.measurementUnit1.internalRefUUID = _extract_internalRefUUID#1013055)) AND ((lambda u#1012565.measurementUnit2.code = baseUnitOfMeasure#1012556.code) AND (lambda u#1012565.measurementUnit2.internalRefUUID = baseUnitOfMeasure#1012556.internalRefUUID))), lambda u#1012565, false)) AS filteredUnitOfMeasureConversions#1012564]
Input [7]: [product#1012489, plant#1012490, _extract_code#1013054, _extract_internalRefUUID#1013055, internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558]

(27) Generate [codegen id : 7]
Input [3]: [product#1012489, plant#1012490, filteredUnitOfMeasureConversions#1012564]
Arguments: explode(filteredUnitOfMeasureConversions#1012564.quantityNumerator), [product#1012489, plant#1012490, filteredUnitOfMeasureConversions#1012564], true, [quantityNumerator#1012572]

(28) Project [codegen id : 7]
Output [3]: [product#1012489, plant#1012490, filteredUnitOfMeasureConversions#1012564.quantityDenominator AS _extract_quantityDenominator#1012975]
Input [4]: [product#1012489, plant#1012490, filteredUnitOfMeasureConversions#1012564, quantityNumerator#1012572]

(29) Generate [codegen id : 7]
Input [3]: [product#1012489, plant#1012490, _extract_quantityDenominator#1012975]
Arguments: explode(_extract_quantityDenominator#1012975), [product#1012489, plant#1012490], true, [quantityDenominator#1012575]

(30) Project [codegen id : 7]
Output [2]: [product#1012489, plant#1012490]
Input [3]: [product#1012489, plant#1012490, quantityDenominator#1012575]

(31) Scan parquet 
Output [4]: [product#1012940, plant#1012941, demandTimeBuckets#1012945, demandPointInTime#1012948]
Batched: true
Location: InMemoryFileIndex [hdlfs://ced12e6d-bca7-47af-9525-449cba9023d7.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-demand-service/out/demand/10000000349/0_1_10000000349]
ReadSchema: struct<product:string,plant:string,demandTimeBuckets:array<struct<demandStartDateTime:timestamp,demandQuantity:double,demandVariance:double>>,demandPointInTime:array<struct<demandDateTime:timestamp,demandQuantity:double,demandVariance:double>>>

(32) ColumnarToRow [codegen id : 4]
Input [4]: [product#1012940, plant#1012941, demandTimeBuckets#1012945, demandPointInTime#1012948]

(33) BroadcastExchange
Input [4]: [product#1012940, plant#1012941, demandTimeBuckets#1012945, demandPointInTime#1012948]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[1, string, true], ), isnull(input[1, string, true]), coalesce(input[0, string, true], ), isnull(input[0, string, true])),false), [plan_id=1634798]

(34) BroadcastQueryStage
Output [4]: [product#1012940, plant#1012941, demandTimeBuckets#1012945, demandPointInTime#1012948]
Arguments: 3

(35) BroadcastHashJoin [codegen id : 7]
Left keys [4]: [coalesce(plant#1012490, ), isnull(plant#1012490), coalesce(product#1012489, ), isnull(product#1012489)]
Right keys [4]: [coalesce(plant#1012941, ), isnull(plant#1012941), coalesce(product#1012940, ), isnull(product#1012940)]
Join type: LeftOuter
Join condition: None

(36) Filter [codegen id : 7]
Input [6]: [product#1012489, plant#1012490, product#1012940, plant#1012941, demandTimeBuckets#1012945, demandPointInTime#1012948]
Condition : (((size(demandTimeBuckets#1012945, true) = 0) OR isnull(demandTimeBuckets#1012945)) AND ((size(demandPointInTime#1012948, true) = 0) OR isnull(demandPointInTime#1012948)))

(37) Project [codegen id : 7]
Output [2]: [product#1012489, plant#1012490]
Input [6]: [product#1012489, plant#1012490, product#1012940, plant#1012941, demandTimeBuckets#1012945, demandPointInTime#1012948]

(38) HashAggregate [codegen id : 7]
Input [2]: [product#1012489, plant#1012490]
Keys [2]: [product#1012489, plant#1012490]
Functions: []
Aggregate Attributes: []
Results [2]: [product#1012489, plant#1012490]

(39) HashAggregate [codegen id : 7]
Input [2]: [product#1012489, plant#1012490]
Keys [2]: [product#1012489, plant#1012490]
Functions: []
Aggregate Attributes: []
Results [2]: [product#1012489, plant#1012490]

(40) ResultQueryStage
Output [2]: [product#1012489, plant#1012490]
Arguments: 6

(41) Exchange
Input [2]: [product#1012489, plant#1012490]
Arguments: hashpartitioning(product#1012489, plant#1012490, 37), REPARTITION_BY_NUM, [plan_id=1634666]

(42) Project
Output [4]: [plant#1012518.internalRefUUID AS _extract_internalRefUUID#1013057, product#1012519.internalRefUUID AS _extract_internalRefUUID#1013056, productionAspect#1012521.productMovementPlants.unitOfIssue.code AS _extract_code#1013054, productionAspect#1012521.productMovementPlants.unitOfIssue.internalRefUUID AS _extract_internalRefUUID#1013055]
Input [4]: [plant#1012518, product#1012519, productionAspect#1012521, systemId#1012516]

(43) Exchange
Input [4]: [_extract_internalRefUUID#1013057, _extract_internalRefUUID#1013056, _extract_code#1013054, _extract_internalRefUUID#1013055]
Arguments: RoundRobinPartitioning(37), REPARTITION_BY_NUM, [plan_id=1634669]

(44) Project
Output [4]: [_extract_code#1013054, _extract_internalRefUUID#1013055, _extract_internalRefUUID#1013056, _extract_internalRefUUID#1013057]
Input [4]: [_extract_internalRefUUID#1013057, _extract_internalRefUUID#1013056, _extract_code#1013054, _extract_internalRefUUID#1013055]

(45) BroadcastExchange
Input [4]: [_extract_code#1013054, _extract_internalRefUUID#1013055, _extract_internalRefUUID#1013056, _extract_internalRefUUID#1013057]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[2, string, true], ), isnull(input[2, string, true]), coalesce(input[3, string, true], ), isnull(input[3, string, true])),false), [plan_id=1634690]

(46) BroadcastHashJoin
Left keys [4]: [coalesce(product#1012489, ), isnull(product#1012489), coalesce(plant#1012490, ), isnull(plant#1012490)]
Right keys [4]: [coalesce(_extract_internalRefUUID#1013056, ), isnull(_extract_internalRefUUID#1013056), coalesce(_extract_internalRefUUID#1013057, ), isnull(_extract_internalRefUUID#1013057)]
Join type: LeftOuter
Join condition: None

(47) Project
Output [4]: [product#1012489, plant#1012490, _extract_code#1013054, _extract_internalRefUUID#1013055]
Input [6]: [product#1012489, plant#1012490, _extract_code#1013054, _extract_internalRefUUID#1013055, _extract_internalRefUUID#1013056, _extract_internalRefUUID#1013057]

(48) Filter
Input [4]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558, systemId#1012551]
Condition : isnotnull(internalUUID#1012552)

(49) Project
Output [3]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558]
Input [4]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558, systemId#1012551]

(50) Exchange
Input [3]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558]
Arguments: RoundRobinPartitioning(37), REPARTITION_BY_NUM, [plan_id=1634676]

(51) BroadcastExchange
Input [3]: [internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true]),false), [plan_id=1634694]

(52) BroadcastHashJoin
Left keys [1]: [product#1012489]
Right keys [1]: [internalUUID#1012552]
Join type: LeftOuter
Join condition: None

(53) Project
Output [3]: [product#1012489, plant#1012490, filter(unitOfMeasureConversions#1012558, lambdafunction((((lambda u#1012565.measurementUnit1.code = _extract_code#1013054) AND (lambda u#1012565.measurementUnit1.internalRefUUID = _extract_internalRefUUID#1013055)) AND ((lambda u#1012565.measurementUnit2.code = baseUnitOfMeasure#1012556.code) AND (lambda u#1012565.measurementUnit2.internalRefUUID = baseUnitOfMeasure#1012556.internalRefUUID))), lambda u#1012565, false)) AS filteredUnitOfMeasureConversions#1012564]
Input [7]: [product#1012489, plant#1012490, _extract_code#1013054, _extract_internalRefUUID#1013055, internalUUID#1012552, baseUnitOfMeasure#1012556, unitOfMeasureConversions#1012558]

(54) Generate
Input [3]: [product#1012489, plant#1012490, filteredUnitOfMeasureConversions#1012564]
Arguments: explode(filteredUnitOfMeasureConversions#1012564.quantityNumerator), [product#1012489, plant#1012490, filteredUnitOfMeasureConversions#1012564], true, [quantityNumerator#1012572]

(55) Project
Output [3]: [product#1012489, plant#1012490, filteredUnitOfMeasureConversions#1012564.quantityDenominator AS _extract_quantityDenominator#1012975]
Input [4]: [product#1012489, plant#1012490, filteredUnitOfMeasureConversions#1012564, quantityNumerator#1012572]

(56) Generate
Input [3]: [product#1012489, plant#1012490, _extract_quantityDenominator#1012975]
Arguments: explode(_extract_quantityDenominator#1012975), [product#1012489, plant#1012490], true, [quantityDenominator#1012575]

(57) Project
Output [2]: [product#1012489, plant#1012490]
Input [3]: [product#1012489, plant#1012490, quantityDenominator#1012575]

(58) BroadcastExchange
Input [4]: [product#1012940, plant#1012941, demandTimeBuckets#1012945, demandPointInTime#1012948]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[1, string, true], ), isnull(input[1, string, true]), coalesce(input[0, string, true], ), isnull(input[0, string, true])),false), [plan_id=1634702]

(59) BroadcastHashJoin
Left keys [4]: [coalesce(plant#1012490, ), isnull(plant#1012490), coalesce(product#1012489, ), isnull(product#1012489)]
Right keys [4]: [coalesce(plant#1012941, ), isnull(plant#1012941), coalesce(product#1012940, ), isnull(product#1012940)]
Join type: LeftOuter
Join condition: None

(60) Filter
Input [6]: [product#1012489, plant#1012490, product#1012940, plant#1012941, demandTimeBuckets#1012945, demandPointInTime#1012948]
Condition : (((size(demandTimeBuckets#1012945, true) = 0) OR isnull(demandTimeBuckets#1012945)) AND ((size(demandPointInTime#1012948, true) = 0) OR isnull(demandPointInTime#1012948)))

(61) Project
Output [2]: [product#1012489, plant#1012490]
Input [6]: [product#1012489, plant#1012490, product#1012940, plant#1012941, demandTimeBuckets#1012945, demandPointInTime#1012948]

(62) HashAggregate
Input [2]: [product#1012489, plant#1012490]
Keys [2]: [product#1012489, plant#1012490]
Functions: []
Aggregate Attributes: []
Results [2]: [product#1012489, plant#1012490]

(63) HashAggregate
Input [2]: [product#1012489, plant#1012490]
Keys [2]: [product#1012489, plant#1012490]
Functions: []
Aggregate Attributes: []
Results [2]: [product#1012489, plant#1012490]

(64) AdaptiveSparkPlan
Output [2]: [product#1012489, plant#1012490]
Arguments: isFinalPlan=true

(65) TableCacheQueryStage
Output: []
Arguments: 0

(66) CollectLimit
Input: []
Arguments: 1

(67) ResultQueryStage
Output: []
Arguments: 1

(68) CollectLimit
Input: []
Arguments: 1

(69) AdaptiveSparkPlan
Output: []
Arguments: isFinalPlan=true

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true
temporal.activity.id	9ce6dde1-bee3-3e54-97ac-988588623651
temporal.activity.type	BufferDataSnapShot