crp-order-quantity-kpi-service - Details for Query 72154

Submitted Time: 2026/05/22 09:00:41
Duration: 0.4 s
Succeeded Jobs: 114987

Plan Visualization

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

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tooltip="SortAggregate(key=[demandChannel#15414066, shardId#15170616, qty#15414086, worklistShardItemId#15170617L, demandStream#15414067], functions=[first(kpis#15414095, false)])"]; subgraph cluster3 { isCluster="true"; id="cluster3"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 4 [id="node4" labelType="html" label=" Sort " tooltip="Sort [demandChannel#15414066 ASC NULLS FIRST, shardId#15170616 ASC NULLS FIRST, qty#15414086 ASC NULLS FIRST, worklistShardItemId#15170617L ASC NULLS FIRST, demandStream#15414067 ASC NULLS FIRST], false, 0"]; } 5 [id="node5" labelType="html" label="Exchange number of partitions: 30" tooltip="Exchange hashpartitioning(demandChannel#15414066, shardId#15170616, qty#15414086, worklistShardItemId#15170617L, demandStream#15414067, 30), ENSURE_REQUIREMENTS, [plan_id=21664045]"]; 6 [id="node6" labelType="html" label=" SortAggregate " tooltip="SortAggregate(key=[demandChannel#15414066, shardId#15170616, 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isnotnull(prodPlantResults#15414085.quantityKpiResults))"]; } 25 [id="node25" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#15414085], [(size(prodPlantResults#15414085.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#15414085.quantityKpiResults)]"]; subgraph cluster26 { isCluster="true"; id="cluster26"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 27 [id="node27" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#15414033), false, [prodPlantResults#15414040]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [prodPlantResults#15414033]"]; 29 [id="node29" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#15414033, true) > 0) AND isnotnull(prodPlantResults#15414033))"]; 30 [id="node30" labelType="html" label=" SerializeFromObject " tooltip="SerializeFromObject [mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), 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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#15414033]"]; } 31 [id="node31" labelType="html" label=" Scan " tooltip="Scan[obj#15414029]"]; 32 [id="node32" labelType="html" label=" Project " tooltip="Project [_extract_productId#15414214 AS product#15414068, _extract_plantId#15414215 AS plant#15414069, null AS qty#15414091, demandChannelStreamKpiResults#15414074.demandChannel AS demandChannel#15414076, demandChannelStreamKpiResults#15414074.demandStream AS demandStream#15414078, transform(demandChannelStreamKpiResults#15414074.kpiResults, lambdafunction(struct(label, lambda kpi#15414096.label, dateTime, lambda kpi#15414096.datetime, value, lambda kpi#15414096.value), lambda kpi#15414096, false)) AS kpis#15414210]"]; subgraph cluster33 { isCluster="true"; id="cluster33"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 34 [id="node34" labelType="html" label=" Generate " tooltip="Generate explode(_extract_demandChannelStreamKpiResults#15414216), [_extract_productId#15414214, _extract_plantId#15414215], false, [demandChannelStreamKpiResults#15414074]"]; 35 [id="node35" labelType="html" label=" Project " tooltip="Project [prodPlantResults#15414090.productId AS _extract_productId#15414214, prodPlantResults#15414090.plantId AS _extract_plantId#15414215, prodPlantResults#15414090.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#15414216]"]; 36 [id="node36" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#15414090.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#15414090.demandChannelStreamKpiResults))"]; } 37 [id="node37" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#15414090], [(size(prodPlantResults#15414090.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#15414090.demandChannelStreamKpiResults)]"]; subgraph cluster38 { isCluster="true"; id="cluster38"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 39 [id="node39" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#15414033), false, [prodPlantResults#15414040]"]; 40 [id="node40" labelType="html" label=" Project " tooltip="Project [prodPlantResults#15414033]"]; 41 [id="node41" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#15414033, true) > 0) AND isnotnull(prodPlantResults#15414033))"]; 42 [id="node42" labelType="html" label=" SerializeFromObject " tooltip="SerializeFromObject [mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), 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com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult)))) null else named_struct(demandChannel, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandChannel()))), demandStream, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandStream()))), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getKpiResults()), None)), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getDemandChannelStreamKpiResults()), None), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getKpiResults()), None), plantId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getPlantId()))), productId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getProductId()))), quantityKpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult)))) null else named_struct(kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult))).getKpiResults()), None), quantity, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult))).getQuantity())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getQuantityKpiResults()), None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#15414033]"]; } 43 [id="node43" labelType="html" label=" Scan " tooltip="Scan[obj#15414029]"]; 44 [id="node44" labelType="html" label="BroadcastExchange time to broadcast: 0 ms time to build: 1 ms time to collect: 383 ms number of output rows: 84 data size: 2.0 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=21664038]"]; subgraph cluster45 { isCluster="true"; id="cluster45"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n786 ms (0 ms, 2 ms, 82 ms (stage 315401.0: task 4651407))"; tooltip="WholeStageCodegen (3)"; 46 [id="node46" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 88 ms (0 ms, 1 ms, 13 ms (stage 315401.0: task 4651416)) peak memory total (min, med, max (stageId: taskId)) 31.5 MiB (256.0 KiB, 256.0 KiB, 2.3 MiB (stage 315401.0: task 4651409)) number of output rows: 84 number of sort fallback tasks: 0 avg hash probes per key (min, med, max (stageId: taskId)): (1, 1, 1 (stage 315401.0: task 4651409))" tooltip="HashAggregate(keys=[plant#15170620, shardId#15170616, qty#15170623, worklistShardItemId#15170617L, product#15170619], functions=[])"]; 47 [id="node47" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 44 ms (0 ms, 0 ms, 8 ms (stage 315401.0: task 4651410)) peak memory total (min, med, max (stageId: taskId)) 31.5 MiB (256.0 KiB, 256.0 KiB, 2.3 MiB (stage 315401.0: task 4651409)) number of output rows: 84 number of sort fallback tasks: 0 avg hash probes per key (min, med, max (stageId: taskId)): (1, 1, 1 (stage 315401.0: task 4651409))" tooltip="HashAggregate(keys=[plant#15170620, shardId#15170616, knownfloatingpointnormalized(normalizenanandzero(qty#15170623)) AS qty#15170623, worklistShardItemId#15170617L, product#15170619], functions=[])"]; } 48 [id="node48" labelType="html" label="InMemoryTableScan number of output rows: 84" tooltip="InMemoryTableScan [shardId#15170616, worklistShardItemId#15170617L, product#15170619, plant#15170620, qty#15170623]"]; 49 [id="node49" labelType="html" label="Exchange shuffle records written: 0 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 0 local bytes read: 0.0 B merged fetch fallback count: 0 local blocks read: 0 remote merged chunks fetched: 0 remote blocks read: 0 data size: 0.0 B local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time: 0 ms 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 reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 0.0 B" tooltip="Exchange hashpartitioning(product#15170619, plant#15170620, 30), REPARTITION_BY_NUM, [plan_id=21663052]"]; subgraph cluster50 { isCluster="true"; id="cluster50"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 51 [id="node51" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#15170616,worklistShardItemId#15170617L,version#15170618,product#15170619,plant#15170620,periodStart#15170621,periodEnd#15170622,qty#15170623]"]; } 1->0; 2->1; 4->2; 5->4; 6->5; 8->6; 9->8; 10->9; 11->10; 12->11; 13->12; 15->13; 16->15; 17->16; 18->17; 19->18; 20->11; 22->20; 23->22; 24->23; 25->24; 27->25; 28->27; 29->28; 30->29; 31->30; 32->11; 34->32; 35->34; 36->35; 37->36; 39->37; 40->39; 41->40; 42->41; 43->42; 44->10; 46->44; 47->46; 48->47; 49->48; 51->49; }

Details

== Physical Plan ==
DeserializeToObject (38)
+- InMemoryTableScan (1)
      +- InMemoryRelation (2)
            +- SortAggregate (37)
               +- * Sort (36)
                  +- Exchange (35)
                     +- SortAggregate (34)
                        +- * Sort (33)
                           +- * Project (32)
                              +- * BroadcastHashJoin Inner BuildRight (31)
                                 :- Union (23)
                                 :  :- Project (10)
                                 :  :  +- InMemoryTableScan (3)
                                 :  :        +- InMemoryRelation (4)
                                 :  :              +- * Generate (9)
                                 :  :                 +- * Project (8)
                                 :  :                    +- * Filter (7)
                                 :  :                       +- * SerializeFromObject (6)
                                 :  :                          +- Scan (5)
                                 :  :- Project (16)
                                 :  :  +- * Generate (15)
                                 :  :     +- * Project (14)
                                 :  :        +- * Filter (13)
                                 :  :           +- InMemoryTableScan (11)
                                 :  :                 +- InMemoryRelation (12)
                                 :  :                       +- * Generate (9)
                                 :  :                          +- * Project (8)
                                 :  :                             +- * Filter (7)
                                 :  :                                +- * SerializeFromObject (6)
                                 :  :                                   +- Scan (5)
                                 :  +- Project (22)
                                 :     +- * Generate (21)
                                 :        +- * Project (20)
                                 :           +- * Filter (19)
                                 :              +- InMemoryTableScan (17)
                                 :                    +- InMemoryRelation (18)
                                 :                          +- * Generate (9)
                                 :                             +- * Project (8)
                                 :                                +- * Filter (7)
                                 :                                   +- * SerializeFromObject (6)
                                 :                                      +- Scan (5)
                                 +- BroadcastExchange (30)
                                    +- * HashAggregate (29)
                                       +- * HashAggregate (28)
                                          +- InMemoryTableScan (24)
                                                +- InMemoryRelation (25)
                                                      +- Exchange (27)
                                                         +- * Scan ExistingRDD (26)


(1) InMemoryTableScan
Output [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15414086, demandChannel#15414066, demandStream#15414067, kpis#15414095]
Arguments: [shardId#15170616, worklistShardItemId#15170617L, qty#15414086, demandChannel#15414066, demandStream#15414067, kpis#15414095]

(2) InMemoryRelation
Arguments: [shardId#15170616, worklistShardItemId#15170617L, qty#15414086, demandChannel#15414066, demandStream#15414067, kpis#15414095], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#15414040]
Arguments: [prodPlantResults#15414040]

(4) InMemoryRelation
Arguments: [prodPlantResults#15414040], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#15414029]
Arguments: obj#15414029: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[882180] at start at FileStorageAdapterImpl.java:174

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#15414029]
Arguments: [mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement)))) null else named_struct(measuredUnit, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getMeasuredUnit()))), numberOfCalls, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getNumberOfCalls()), parent, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getParent()))), runtime, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getRuntime())), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getPerformanceMeasurements()), None) AS performanceMeasurements#15414032, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult)))) null else named_struct(demandChannelStreamKpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult)))) null else named_struct(demandChannel, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandChannel()))), demandStream, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandStream()))), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getKpiResults()), None)), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getDemandChannelStreamKpiResults()), None), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getKpiResults()), None), plantId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getPlantId()))), productId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getProductId()))), quantityKpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult)))) null else named_struct(kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult))).getKpiResults()), None), quantity, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult))).getQuantity())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getQuantityKpiResults()), None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#15414033]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#15414032, prodPlantResults#15414033]
Condition : ((size(prodPlantResults#15414033, true) > 0) AND isnotnull(prodPlantResults#15414033))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#15414033]
Input [2]: [performanceMeasurements#15414032, prodPlantResults#15414033]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#15414033]
Arguments: explode(prodPlantResults#15414033), false, [prodPlantResults#15414040]

(10) Project
Output [6]: [prodPlantResults#15414040.productId AS product#15414059, prodPlantResults#15414040.plantId AS plant#15414060, null AS qty#15414086, null AS demandChannel#15414066, null AS demandStream#15414067, transform(prodPlantResults#15414040.kpiResults, lambdafunction(struct(label, lambda kpi#15414096.label, dateTime, lambda kpi#15414096.datetime, value, lambda kpi#15414096.value), lambda kpi#15414096, false)) AS kpis#15414095]
Input [1]: [prodPlantResults#15414040]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#15414085]
Arguments: [prodPlantResults#15414085], [(size(prodPlantResults#15414085.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#15414085.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#15414085], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#15414085]
Condition : ((size(prodPlantResults#15414085.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#15414085.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#15414085.productId AS _extract_productId#15414211, prodPlantResults#15414085.plantId AS _extract_plantId#15414212, prodPlantResults#15414085.quantityKpiResults AS _extract_quantityKpiResults#15414213]
Input [1]: [prodPlantResults#15414085]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#15414211, _extract_plantId#15414212, _extract_quantityKpiResults#15414213]
Arguments: explode(_extract_quantityKpiResults#15414213), [_extract_productId#15414211, _extract_plantId#15414212], false, [quantityKpiResults#15414052]

(16) Project
Output [6]: [_extract_productId#15414211 AS product#15414046, _extract_plantId#15414212 AS plant#15414047, quantityKpiResults#15414052.quantity AS qty#15414053, null AS demandChannel#15414055, null AS demandStream#15414056, transform(quantityKpiResults#15414052.kpiResults, lambdafunction(struct(label, lambda kpi#15414096.label, dateTime, lambda kpi#15414096.datetime, value, lambda kpi#15414096.value), lambda kpi#15414096, false)) AS kpis#15414209]
Input [3]: [_extract_productId#15414211, _extract_plantId#15414212, quantityKpiResults#15414052]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#15414090]
Arguments: [prodPlantResults#15414090], [(size(prodPlantResults#15414090.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#15414090.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#15414090], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#15414090]
Condition : ((size(prodPlantResults#15414090.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#15414090.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#15414090.productId AS _extract_productId#15414214, prodPlantResults#15414090.plantId AS _extract_plantId#15414215, prodPlantResults#15414090.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#15414216]
Input [1]: [prodPlantResults#15414090]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#15414214, _extract_plantId#15414215, _extract_demandChannelStreamKpiResults#15414216]
Arguments: explode(_extract_demandChannelStreamKpiResults#15414216), [_extract_productId#15414214, _extract_plantId#15414215], false, [demandChannelStreamKpiResults#15414074]

(22) Project
Output [6]: [_extract_productId#15414214 AS product#15414068, _extract_plantId#15414215 AS plant#15414069, null AS qty#15414091, demandChannelStreamKpiResults#15414074.demandChannel AS demandChannel#15414076, demandChannelStreamKpiResults#15414074.demandStream AS demandStream#15414078, transform(demandChannelStreamKpiResults#15414074.kpiResults, lambdafunction(struct(label, lambda kpi#15414096.label, dateTime, lambda kpi#15414096.datetime, value, lambda kpi#15414096.value), lambda kpi#15414096, false)) AS kpis#15414210]
Input [3]: [_extract_productId#15414214, _extract_plantId#15414215, demandChannelStreamKpiResults#15414074]

(23) Union

(24) InMemoryTableScan
Output [5]: [shardId#15170616, worklistShardItemId#15170617L, product#15170619, plant#15170620, qty#15170623]
Arguments: [shardId#15170616, worklistShardItemId#15170617L, product#15170619, plant#15170620, qty#15170623]

(25) InMemoryRelation
Arguments: [shardId#15170616, worklistShardItemId#15170617L, version#15170618, product#15170619, plant#15170620, periodStart#15170621, periodEnd#15170622, qty#15170623], StorageLevel(disk, memory, 2 replicas)

(26) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#15170616, worklistShardItemId#15170617L, version#15170618, product#15170619, plant#15170620, periodStart#15170621, periodEnd#15170622, qty#15170623]
Arguments: [shardId#15170616, worklistShardItemId#15170617L, version#15170618, product#15170619, plant#15170620, periodStart#15170621, periodEnd#15170622, qty#15170623], SQLExecutionRDD[882056] at start at FileStorageAdapterImpl.java:174, ExistingRDD, UnknownPartitioning(0)

(27) Exchange
Input [8]: [shardId#15170616, worklistShardItemId#15170617L, version#15170618, product#15170619, plant#15170620, periodStart#15170621, periodEnd#15170622, qty#15170623]
Arguments: hashpartitioning(product#15170619, plant#15170620, 30), REPARTITION_BY_NUM, [plan_id=21663052]

(28) HashAggregate [codegen id : 3]
Input [5]: [shardId#15170616, worklistShardItemId#15170617L, product#15170619, plant#15170620, qty#15170623]
Keys [5]: [plant#15170620, shardId#15170616, knownfloatingpointnormalized(normalizenanandzero(qty#15170623)) AS qty#15170623, worklistShardItemId#15170617L, product#15170619]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#15170620, shardId#15170616, qty#15170623, worklistShardItemId#15170617L, product#15170619]

(29) HashAggregate [codegen id : 3]
Input [5]: [plant#15170620, shardId#15170616, qty#15170623, worklistShardItemId#15170617L, product#15170619]
Keys [5]: [plant#15170620, shardId#15170616, qty#15170623, worklistShardItemId#15170617L, product#15170619]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#15170616, worklistShardItemId#15170617L, product#15170619, plant#15170620, qty#15170623]

(30) BroadcastExchange
Input [5]: [shardId#15170616, worklistShardItemId#15170617L, product#15170619, plant#15170620, qty#15170623]
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=21664038]

(31) BroadcastHashJoin [codegen id : 4]
Left keys [4]: [coalesce(product#15414059, ), isnull(product#15414059), coalesce(plant#15414060, ), isnull(plant#15414060)]
Right keys [4]: [coalesce(product#15170619, ), isnull(product#15170619), coalesce(plant#15170620, ), isnull(plant#15170620)]
Join type: Inner
Join condition: ((qty#15414086 <=> qty#15170623) OR isnull(qty#15170623))

(32) Project [codegen id : 4]
Output [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15414086, demandChannel#15414066, demandStream#15414067, kpis#15414095]
Input [11]: [product#15414059, plant#15414060, qty#15414086, demandChannel#15414066, demandStream#15414067, kpis#15414095, shardId#15170616, worklistShardItemId#15170617L, product#15170619, plant#15170620, qty#15170623]

(33) Sort [codegen id : 4]
Input [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15414086, demandChannel#15414066, demandStream#15414067, kpis#15414095]
Arguments: [demandChannel#15414066 ASC NULLS FIRST, shardId#15170616 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#15414086)) AS qty#15414086 ASC NULLS FIRST, worklistShardItemId#15170617L ASC NULLS FIRST, demandStream#15414067 ASC NULLS FIRST], false, 0

(34) SortAggregate
Input [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15414086, demandChannel#15414066, demandStream#15414067, kpis#15414095]
Keys [5]: [demandChannel#15414066, shardId#15170616, knownfloatingpointnormalized(normalizenanandzero(qty#15414086)) AS qty#15414086, worklistShardItemId#15170617L, demandStream#15414067]
Functions [1]: [partial_first(kpis#15414095, false)]
Aggregate Attributes [2]: [first#15414272, valueSet#15414273]
Results [7]: [demandChannel#15414066, shardId#15170616, qty#15414086, worklistShardItemId#15170617L, demandStream#15414067, first#15414274, valueSet#15414275]

(35) Exchange
Input [7]: [demandChannel#15414066, shardId#15170616, qty#15414086, worklistShardItemId#15170617L, demandStream#15414067, first#15414274, valueSet#15414275]
Arguments: hashpartitioning(demandChannel#15414066, shardId#15170616, qty#15414086, worklistShardItemId#15170617L, demandStream#15414067, 30), ENSURE_REQUIREMENTS, [plan_id=21664045]

(36) Sort [codegen id : 5]
Input [7]: [demandChannel#15414066, shardId#15170616, qty#15414086, worklistShardItemId#15170617L, demandStream#15414067, first#15414274, valueSet#15414275]
Arguments: [demandChannel#15414066 ASC NULLS FIRST, shardId#15170616 ASC NULLS FIRST, qty#15414086 ASC NULLS FIRST, worklistShardItemId#15170617L ASC NULLS FIRST, demandStream#15414067 ASC NULLS FIRST], false, 0

(37) SortAggregate
Input [7]: [demandChannel#15414066, shardId#15170616, qty#15414086, worklistShardItemId#15170617L, demandStream#15414067, first#15414274, valueSet#15414275]
Keys [5]: [demandChannel#15414066, shardId#15170616, qty#15414086, worklistShardItemId#15170617L, demandStream#15414067]
Functions [1]: [first(kpis#15414095, false)]
Aggregate Attributes [1]: [first(kpis#15414095)()#15414207]
Results [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15414086, demandChannel#15414066, demandStream#15414067, first(kpis#15414095)()#15414207 AS kpis#15414208]

(38) DeserializeToObject
Input [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15414086, demandChannel#15414066, demandStream#15414067, kpis#15414095]
Arguments: createexternalrow(invoke(shardId#15170616.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#15170617L)), static_invoke(java.lang.Double.valueOf(qty#15414086)), invoke(demandChannel#15414066.toString()), invoke(demandStream#15414067.toString()), mapobjects(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1), createexternalrow(invoke(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1).label.toString()), static_invoke(DateTimeUtils.toJavaTimestamp(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1).dateTime)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1).value)), StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true)), kpis#15414095, Some(class scala.collection.mutable.ArraySeq)), StructField(shardId,StringType,true), StructField(worklistShardItemId,LongType,true), StructField(qty,DoubleType,true), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpis,ArrayType(StructType(StructField(label,StringType,true),StructField(dateTime,TimestampType,true),StructField(value,DoubleType,true)),false),true)), obj#15414375: org.apache.spark.sql.Row

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	31
spark.sql.adaptive.enabled	false
spark.sql.cbo.enabled	false
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true
spark.sql.requireAllClusterKeysForDistribution	false
spark.sql.shuffle.partitions	30
temporal.activity.id	ac0fb681-c84a-3c22-b8da-aa4097b64415
temporal.activity.type	RunStreamWithId