crp-order-quantity-kpi-service - Details for Query 3120

Submitted Time: 2026/03/20 06:05:42
Duration: 0.5 s
Succeeded Jobs: 5699

Plan Visualization

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

digraph G { subgraph cluster0 { isCluster="true"; id="cluster0"; label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n31 ms (0 ms, 0 ms, 8 ms (stage 102659.0: task 339296))"; tooltip="WholeStageCodegen (2)"; 1 [id="node1" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 6 ms (0 ms, 0 ms, 4 ms (stage 102659.0: task 339296)) peak memory total (min, med, max (stageId: taskId)) 9.3 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 102659.0: task 339302)) number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#943631], functions=[])"]; } 2 [id="node2" labelType="html" label="Exchange shuffle records written: 37 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 37 local bytes read: 1104.0 B merged fetch fallback count: 0 local blocks read: 12 remote merged chunks fetched: 0 remote blocks read: 25 data size total (min, med, max (stageId: taskId)) 1184.0 B (32.0 B, 32.0 B, 32.0 B (stage 102658.0: task 339272)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 19 ms (0 ms, 0 ms, 0 ms (stage 102658.0: task 339265)) 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: 2.2 KiB number of partitions: 37 remote reqs duration: 4 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 3.3 KiB (92.0 B, 92.0 B, 92.0 B (stage 102658.0: task 339272))" tooltip="Exchange hashpartitioning(shardId#943631, 37), ENSURE_REQUIREMENTS, [plan_id=1626729]"]; subgraph cluster3 { isCluster="true"; id="cluster3"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n1.3 s (0 ms, 1 ms, 158 ms (stage 102658.0: task 339261))"; tooltip="WholeStageCodegen (1)"; 4 [id="node4" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 34 ms (0 ms, 0 ms, 4 ms (stage 102658.0: task 339261)) peak memory total (min, med, max (stageId: taskId)) 9.3 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 102658.0: task 339272)) number of output rows: 37 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#943631], functions=[])"]; } 5 [id="node5" labelType="html" label="InMemoryTableScan number of output rows: 189" tooltip="InMemoryTableScan [shardId#943631]"]; 6 [id="node6" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#987078, shardId#943631, qty#987098, worklistShardItemId#943632L, demandStream#987079], functions=[first(kpis#987107, false)])"]; subgraph cluster7 { isCluster="true"; id="cluster7"; label="WholeStageCodegen (6)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (6)"; 8 [id="node8" labelType="html" label="Sort sort time: 0 ms peak memory: 0.0 B spill size: 0.0 B" tooltip="Sort [demandChannel#987078 ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST, qty#987098 ASC NULLS FIRST, worklistShardItemId#943632L ASC NULLS FIRST, demandStream#987079 ASC NULLS FIRST], false, 0"]; } 9 [id="node9" 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 number of partitions: 0 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 0.0 B" tooltip="Exchange hashpartitioning(demandChannel#987078, shardId#943631, qty#987098, worklistShardItemId#943632L, demandStream#987079, 37), ENSURE_REQUIREMENTS, [plan_id=1626640]"]; 10 [id="node10" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#987078, shardId#943631, knownfloatingpointnormalized(normalizenanandzero(qty#987098)) AS qty#987098, worklistShardItemId#943632L, demandStream#987079], functions=[partial_first(kpis#987107, false)])"]; subgraph cluster11 { isCluster="true"; id="cluster11"; label="WholeStageCodegen (5)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (5)"; 12 [id="node12" labelType="html" label="Sort sort time: 0 ms peak memory: 0.0 B spill size: 0.0 B" tooltip="Sort [demandChannel#987078 ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#987098)) AS qty#987098 ASC NULLS FIRST, worklistShardItemId#943632L ASC NULLS FIRST, demandStream#987079 ASC NULLS FIRST], false, 0"]; 13 [id="node13" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, qty#987098, demandChannel#987078, demandStream#987079, kpis#987107]"]; 14 [id="node14" labelType="html" label="BroadcastHashJoin number of output rows: 0" tooltip="BroadcastHashJoin [coalesce(product#987071, ), isnull(product#987071), coalesce(plant#987072, ), isnull(plant#987072)], [coalesce(product#943634, ), isnull(product#943634), coalesce(plant#943635, ), isnull(plant#943635)], Inner, BuildRight, ((qty#987098 <=> qty#943638) OR isnull(qty#943638)), false"]; } 15 [id="node15" labelType="html" label=" Union " tooltip="Union"]; 16 [id="node16" labelType="html" label=" Project " tooltip="Project [prodPlantResults#987052.productId AS product#987071, prodPlantResults#987052.plantId AS plant#987072, null AS qty#987098, null AS demandChannel#987078, null AS demandStream#987079, transform(prodPlantResults#987052.kpiResults, lambdafunction(struct(label, lambda kpi#987108.label, dateTime, lambda kpi#987108.datetime, value, lambda kpi#987108.value), lambda kpi#987108, false)) AS kpis#987107]"]; 17 [id="node17" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#987052]"]; subgraph cluster18 { isCluster="true"; id="cluster18"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 19 [id="node19" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#987045), false, [prodPlantResults#987052]"]; 20 [id="node20" labelType="html" label=" Project " tooltip="Project [prodPlantResults#987045]"]; 21 [id="node21" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#987045, true) > 0) AND isnotnull(prodPlantResults#987045))"]; 22 [id="node22" 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), 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#987044, 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#987045]"]; } 23 [id="node23" labelType="html" label=" Scan " tooltip="Scan[obj#987041]"]; 24 [id="node24" labelType="html" label=" Project " tooltip="Project [_extract_productId#987243 AS product#987058, _extract_plantId#987244 AS plant#987059, quantityKpiResults#987064.quantity AS qty#987065, null AS demandChannel#987067, null AS demandStream#987068, transform(quantityKpiResults#987064.kpiResults, lambdafunction(struct(label, lambda kpi#987108.label, dateTime, lambda kpi#987108.datetime, value, lambda kpi#987108.value), lambda kpi#987108, false)) AS kpis#987241]"]; subgraph cluster25 { isCluster="true"; id="cluster25"; label="WholeStageCodegen (1)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (1)"; 26 [id="node26" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_quantityKpiResults#987245), [_extract_productId#987243, _extract_plantId#987244], false, [quantityKpiResults#987064]"]; 27 [id="node27" labelType="html" label=" Project " tooltip="Project [prodPlantResults#987097.productId AS _extract_productId#987243, prodPlantResults#987097.plantId AS _extract_plantId#987244, prodPlantResults#987097.quantityKpiResults AS _extract_quantityKpiResults#987245]"]; 28 [id="node28" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((size(prodPlantResults#987097.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#987097.quantityKpiResults))"]; } 29 [id="node29" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#987097], [(size(prodPlantResults#987097.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#987097.quantityKpiResults)]"]; subgraph cluster30 { isCluster="true"; id="cluster30"; label="WholeStageCodegen (1)"; 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[id="node40" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((size(prodPlantResults#987102.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#987102.demandChannelStreamKpiResults))"]; } 41 [id="node41" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#987102], [(size(prodPlantResults#987102.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#987102.demandChannelStreamKpiResults)]"]; subgraph cluster42 { isCluster="true"; id="cluster42"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 43 [id="node43" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#987045), false, [prodPlantResults#987052]"]; 44 [id="node44" labelType="html" label=" Project " tooltip="Project [prodPlantResults#987045]"]; 45 [id="node45" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#987045, true) > 0) AND 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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 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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), 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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 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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#987045]"]; } 47 [id="node47" labelType="html" label=" Scan " tooltip="Scan[obj#987041]"]; 48 [id="node48" labelType="html" label="BroadcastExchange time to broadcast: 0 ms time to build: 0 ms time to collect: 0 ms number of output rows: 0 data size: 0.0 B" 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=1626633]"]; subgraph cluster49 { isCluster="true"; id="cluster49"; label="WholeStageCodegen (4)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (4)"; 50 [id="node50" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build: 0 ms peak memory: 0.0 B number of output rows: 0 number of sort fallback tasks: 0 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isCluster="true"; id="cluster52"; label="WholeStageCodegen (3)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (3)"; 53 [id="node53" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build: 0 ms peak memory: 0.0 B number of output rows: 0 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[plant#943635, shardId#943631, knownfloatingpointnormalized(normalizenanandzero(qty#943638)) AS qty#943638, worklistShardItemId#943632L, product#943634], functions=[])"]; 54 [id="node54" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]"]; 55 [id="node55" labelType="html" label="Filter number of output rows: 0" tooltip="Filter isNewlyCalculated#984545: boolean"]; } 56 [id="node56" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [isNewlyCalculated#984545, plant#943635, product#943634, qty#943638, 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qty#984309]"]; subgraph cluster73 { isCluster="true"; id="cluster73"; label="WholeStageCodegen (7)"; tooltip="WholeStageCodegen (7)"; 74 [id="node74" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedQty#984307 AS qty#984309, demandChannel#984302, demandStream#984303, cachedKpis#984308 AS kpis#984310]"]; 75 [id="node75" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#943632L, shardId#943631], [cachedWorklistShardItemId#984306L, cachedShardId#984305], Inner"]; } subgraph cluster76 { isCluster="true"; id="cluster76"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 77 [id="node77" labelType="html" label=" Sort " tooltip="Sort [worklistShardItemId#943632L ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST], false, 0"]; } 78 [id="node78" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(worklistShardItemId#943632L, shardId#943631, 37), ENSURE_REQUIREMENTS, [plan_id=1625710]"]; subgraph cluster79 { isCluster="true"; id="cluster79"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 80 [id="node80" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634], functions=[])"]; } 81 [id="node81" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634, 37), ENSURE_REQUIREMENTS, [plan_id=1625706]"]; subgraph cluster82 { isCluster="true"; id="cluster82"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 83 [id="node83" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634], functions=[])"]; 84 [id="node84" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]"]; 85 [id="node85" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#943632L, shardId#943631], [cachedWorklistShardItemId#984296L, cachedShardId#984295], Inner, BuildLeft, ((qty#943638 = cachedQty#984297) OR isnull(qty#943638)), false"]; 93 [id="node93" labelType="html" label=" Project " tooltip="Project [shardId#984289 AS cachedShardId#984295, worklistShardItemId#984290L AS cachedWorklistShardItemId#984296L, qty#984291 AS cachedQty#984297]"]; 94 [id="node94" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#984290L) AND isnotnull(shardId#984289))"]; 95 [id="node95" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#984289,worklistShardItemId#984290L,qty#984291,demandChannel#984292,demandStream#984293,kpis#984294]"]; } 86 [id="node86" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1625700]"]; subgraph cluster87 { isCluster="true"; id="cluster87"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 88 [id="node88" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#943632L) AND isnotnull(shardId#943631))"]; } 89 [id="node89" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638], [isnotnull(worklistShardItemId#943632L), isnotnull(shardId#943631)]"]; 90 [id="node90" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1625592]"]; subgraph cluster91 { isCluster="true"; id="cluster91"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 92 [id="node92" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#943631,worklistShardItemId#943632L,version#943633,product#943634,plant#943635,periodStart#943636,periodEnd#943637,qty#943638]"]; } subgraph cluster96 { isCluster="true"; id="cluster96"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 97 [id="node97" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#984306L ASC NULLS FIRST, cachedShardId#984305 ASC NULLS FIRST], false, 0"]; } 98 [id="node98" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#984306L, cachedShardId#984305, 37), ENSURE_REQUIREMENTS, [plan_id=1625716]"]; subgraph cluster99 { isCluster="true"; id="cluster99"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 100 [id="node100" labelType="html" label=" Project " tooltip="Project [shardId#984299 AS cachedShardId#984305, worklistShardItemId#984300L AS cachedWorklistShardItemId#984306L, qty#984301 AS cachedQty#984307, demandChannel#984302, demandStream#984303, kpis#984304 AS cachedKpis#984308]"]; 101 [id="node101" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#984300L) AND isnotnull(shardId#984299))"]; 102 [id="node102" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#984299,worklistShardItemId#984300L,qty#984301,demandChannel#984302,demandStream#984303,kpis#984304]"]; } subgraph cluster103 { isCluster="true"; id="cluster103"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 104 [id="node104" labelType="html" label=" Project " tooltip="Project [shardId#984516, worklistShardItemId#984517L, version#984518, product#984519, plant#984520, qty#984523]"]; 105 [id="node105" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#984517L, shardId#984516], [cachedWorklistShardItemId#984531L, cachedShardId#984530], Inner, BuildLeft, false"]; 113 [id="node113" labelType="html" label=" Project " tooltip="Project [shardId#984524 AS cachedShardId#984530, worklistShardItemId#984525L AS cachedWorklistShardItemId#984531L]"]; 114 [id="node114" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#984525L) AND isnotnull(shardId#984524))"]; 115 [id="node115" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#984524,worklistShardItemId#984525L,qty#984526,demandChannel#984527,demandStream#984528,kpis#984529]"]; } 106 [id="node106" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1625836]"]; subgraph cluster107 { isCluster="true"; id="cluster107"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 108 [id="node108" labelType="html" label=" Filter " tooltip="Filter ((isnull(qty#984523) AND isnotnull(worklistShardItemId#984517L)) AND isnotnull(shardId#984516))"]; } 109 [id="node109" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#984516, worklistShardItemId#984517L, version#984518, product#984519, plant#984520, qty#984523], [isnull(qty#984523), isnotnull(worklistShardItemId#984517L), isnotnull(shardId#984516)]"]; 110 [id="node110" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1625592]"]; subgraph cluster111 { isCluster="true"; id="cluster111"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 112 [id="node112" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#943631,worklistShardItemId#943632L,version#943633,product#943634,plant#943635,periodStart#943636,periodEnd#943637,qty#943638]"]; } subgraph cluster116 { isCluster="true"; id="cluster116"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 117 [id="node117" labelType="html" label=" Project " tooltip="Project [shardId#984547, worklistShardItemId#984548L, version#984549, product#984550, plant#984551, qty#984575, demandChannel#984568, demandStream#984569, kpis#984576, false AS isNewlyCalculated#984546]"]; } 118 [id="node118" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [demandChannel#984568, demandStream#984569, kpis#984576, plant#984551, product#984550, qty#984575, shardId#984547, version#984549, worklistShardItemId#984548L]"]; subgraph cluster119 { isCluster="true"; id="cluster119"; label="WholeStageCodegen (7)"; tooltip="WholeStageCodegen (7)"; 120 [id="node120" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedQty#984307 AS qty#984309, demandChannel#984302, demandStream#984303, cachedKpis#984308 AS kpis#984310]"]; 121 [id="node121" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#943632L, shardId#943631], [cachedWorklistShardItemId#984306L, cachedShardId#984305], Inner"]; } subgraph cluster122 { isCluster="true"; id="cluster122"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 123 [id="node123" labelType="html" label=" Sort " tooltip="Sort [worklistShardItemId#943632L ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST], false, 0"]; } 124 [id="node124" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(worklistShardItemId#943632L, shardId#943631, 37), ENSURE_REQUIREMENTS, [plan_id=1625710]"]; subgraph cluster125 { isCluster="true"; id="cluster125"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 126 [id="node126" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634], functions=[])"]; } 127 [id="node127" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634, 37), ENSURE_REQUIREMENTS, [plan_id=1625706]"]; subgraph cluster128 { isCluster="true"; id="cluster128"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 129 [id="node129" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634], functions=[])"]; 130 [id="node130" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]"]; 131 [id="node131" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#943632L, shardId#943631], [cachedWorklistShardItemId#984296L, cachedShardId#984295], Inner, BuildLeft, ((qty#943638 = cachedQty#984297) OR isnull(qty#943638)), false"]; 139 [id="node139" labelType="html" label=" Project " tooltip="Project [shardId#984289 AS cachedShardId#984295, worklistShardItemId#984290L AS cachedWorklistShardItemId#984296L, qty#984291 AS cachedQty#984297]"]; 140 [id="node140" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#984290L) AND isnotnull(shardId#984289))"]; 141 [id="node141" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#984289,worklistShardItemId#984290L,qty#984291,demandChannel#984292,demandStream#984293,kpis#984294]"]; } 132 [id="node132" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1625700]"]; subgraph cluster133 { isCluster="true"; id="cluster133"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 134 [id="node134" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#943632L) AND isnotnull(shardId#943631))"]; } 135 [id="node135" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638], [isnotnull(worklistShardItemId#943632L), isnotnull(shardId#943631)]"]; 136 [id="node136" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1625592]"]; subgraph cluster137 { isCluster="true"; id="cluster137"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 138 [id="node138" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#943631,worklistShardItemId#943632L,version#943633,product#943634,plant#943635,periodStart#943636,periodEnd#943637,qty#943638]"]; } subgraph cluster142 { isCluster="true"; id="cluster142"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 143 [id="node143" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#984306L ASC NULLS FIRST, cachedShardId#984305 ASC NULLS FIRST], false, 0"]; } 144 [id="node144" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#984306L, cachedShardId#984305, 37), ENSURE_REQUIREMENTS, [plan_id=1625716]"]; subgraph cluster145 { isCluster="true"; id="cluster145"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 146 [id="node146" labelType="html" label=" Project " tooltip="Project [shardId#984299 AS cachedShardId#984305, worklistShardItemId#984300L AS cachedWorklistShardItemId#984306L, qty#984301 AS cachedQty#984307, demandChannel#984302, demandStream#984303, kpis#984304 AS cachedKpis#984308]"]; 147 [id="node147" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#984300L) AND isnotnull(shardId#984299))"]; 148 [id="node148" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#984299,worklistShardItemId#984300L,qty#984301,demandChannel#984302,demandStream#984303,kpis#984304]"]; } 2->1; 4->2; 5->4; 6->5; 8->6; 9->8; 10->9; 12->10; 13->12; 14->13; 15->14; 16->15; 17->16; 19->17; 20->19; 21->20; 22->21; 23->22; 24->15; 26->24; 27->26; 28->27; 29->28; 31->29; 32->31; 33->32; 34->33; 35->34; 36->15; 38->36; 39->38; 40->39; 41->40; 43->41; 44->43; 45->44; 46->45; 47->46; 48->14; 50->48; 51->50; 53->51; 54->53; 55->54; 56->55; 57->56; 59->57; 60->59; 62->60; 63->62; 64->63; 65->64; 67->65; 69->60; 70->69; 71->70; 72->71; 74->72; 75->74; 77->75; 78->77; 80->78; 81->80; 83->81; 84->83; 85->84; 86->85; 88->86; 89->88; 90->89; 92->90; 93->85; 94->93; 95->94; 97->75; 98->97; 100->98; 101->100; 102->101; 104->71; 105->104; 106->105; 108->106; 109->108; 110->109; 112->110; 113->105; 114->113; 115->114; 117->57; 118->117; 120->118; 121->120; 123->121; 124->123; 126->124; 127->126; 129->127; 130->129; 131->130; 132->131; 134->132; 135->134; 136->135; 138->136; 139->131; 140->139; 141->140; 143->121; 144->143; 146->144; 147->146; 148->147; }

Details

== Physical Plan ==
* HashAggregate (88)
+- Exchange (87)
   +- * HashAggregate (86)
      +- InMemoryTableScan (1)
            +- InMemoryRelation (2)
                  +- SortAggregate (85)
                     +- * Sort (84)
                        +- Exchange (83)
                           +- SortAggregate (82)
                              +- * Sort (81)
                                 +- * Project (80)
                                    +- * BroadcastHashJoin Inner BuildRight (79)
                                       :- 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 (78)
                                          +- * HashAggregate (77)
                                             +- Exchange (76)
                                                +- * HashAggregate (75)
                                                   +- * Project (74)
                                                      +- * Filter (73)
                                                         +- InMemoryTableScan (24)
                                                               +- InMemoryRelation (25)
                                                                     +- Union (72)
                                                                        :- * Project (68)
                                                                        :  +- * SortMergeJoin LeftAnti (67)
                                                                        :     :- * Sort (31)
                                                                        :     :  +- Exchange (30)
                                                                        :     :     +- InMemoryTableScan (26)
                                                                        :     :           +- InMemoryRelation (27)
                                                                        :     :                 +- Exchange (29)
                                                                        :     :                    +- * Scan ExistingRDD (28)
                                                                        :     +- * Sort (66)
                                                                        :        +- Exchange (65)
                                                                        :           +- Union (64)
                                                                        :              :- InMemoryTableScan (32)
                                                                        :              :     +- InMemoryRelation (33)
                                                                        :              :           +- * Project (54)
                                                                        :              :              +- * SortMergeJoin Inner (53)
                                                                        :              :                 :- * Sort (47)
                                                                        :              :                 :  +- Exchange (46)
                                                                        :              :                 :     +- * HashAggregate (45)
                                                                        :              :                 :        +- Exchange (44)
                                                                        :              :                 :           +- * HashAggregate (43)
                                                                        :              :                 :              +- * Project (42)
                                                                        :              :                 :                 +- * BroadcastHashJoin Inner BuildLeft (41)
                                                                        :              :                 :                    :- BroadcastExchange (37)
                                                                        :              :                 :                    :  +- * Filter (36)
                                                                        :              :                 :                    :     +- InMemoryTableScan (34)
                                                                        :              :                 :                    :           +- InMemoryRelation (35)
                                                                        :              :                 :                    :                 +- Exchange (29)
                                                                        :              :                 :                    :                    +- * Scan ExistingRDD (28)
                                                                        :              :                 :                    +- * Project (40)
                                                                        :              :                 :                       +- * Filter (39)
                                                                        :              :                 :                          +- * Scan ExistingRDD (38)
                                                                        :              :                 +- * Sort (52)
                                                                        :              :                    +- Exchange (51)
                                                                        :              :                       +- * Project (50)
                                                                        :              :                          +- * Filter (49)
                                                                        :              :                             +- * Scan ExistingRDD (48)
                                                                        :              +- * Project (63)
                                                                        :                 +- * BroadcastHashJoin Inner BuildLeft (62)
                                                                        :                    :- BroadcastExchange (58)
                                                                        :                    :  +- * Filter (57)
                                                                        :                    :     +- InMemoryTableScan (55)
                                                                        :                    :           +- InMemoryRelation (56)
                                                                        :                    :                 +- Exchange (29)
                                                                        :                    :                    +- * Scan ExistingRDD (28)
                                                                        :                    +- * Project (61)
                                                                        :                       +- * Filter (60)
                                                                        :                          +- * Scan ExistingRDD (59)
                                                                        +- * Project (71)
                                                                           +- InMemoryTableScan (69)
                                                                                 +- InMemoryRelation (70)
                                                                                       +- * Project (54)
                                                                                          +- * SortMergeJoin Inner (53)
                                                                                             :- * Sort (47)
                                                                                             :  +- Exchange (46)
                                                                                             :     +- * HashAggregate (45)
                                                                                             :        +- Exchange (44)
                                                                                             :           +- * HashAggregate (43)
                                                                                             :              +- * Project (42)
                                                                                             :                 +- * BroadcastHashJoin Inner BuildLeft (41)
                                                                                             :                    :- BroadcastExchange (37)
                                                                                             :                    :  +- * Filter (36)
                                                                                             :                    :     +- InMemoryTableScan (34)
                                                                                             :                    :           +- InMemoryRelation (35)
                                                                                             :                    :                 +- Exchange (29)
                                                                                             :                    :                    +- * Scan ExistingRDD (28)
                                                                                             :                    +- * Project (40)
                                                                                             :                       +- * Filter (39)
                                                                                             :                          +- * Scan ExistingRDD (38)
                                                                                             +- * Sort (52)
                                                                                                +- Exchange (51)
                                                                                                   +- * Project (50)
                                                                                                      +- * Filter (49)
                                                                                                         +- * Scan ExistingRDD (48)


(1) InMemoryTableScan
Output [1]: [shardId#943631]
Arguments: [shardId#943631]

(2) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, qty#987098, demandChannel#987078, demandStream#987079, kpis#987107], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#987052]
Arguments: [prodPlantResults#987052]

(4) InMemoryRelation
Arguments: [prodPlantResults#987052], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#987041]
Arguments: obj#987041: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[49294] at start at FileStorageAdapterImpl.java:171

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#987041]
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#987044, 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#987045]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#987044, prodPlantResults#987045]
Condition : ((size(prodPlantResults#987045, true) > 0) AND isnotnull(prodPlantResults#987045))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#987045]
Input [2]: [performanceMeasurements#987044, prodPlantResults#987045]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#987045]
Arguments: explode(prodPlantResults#987045), false, [prodPlantResults#987052]

(10) Project
Output [6]: [prodPlantResults#987052.productId AS product#987071, prodPlantResults#987052.plantId AS plant#987072, null AS qty#987098, null AS demandChannel#987078, null AS demandStream#987079, transform(prodPlantResults#987052.kpiResults, lambdafunction(struct(label, lambda kpi#987108.label, dateTime, lambda kpi#987108.datetime, value, lambda kpi#987108.value), lambda kpi#987108, false)) AS kpis#987107]
Input [1]: [prodPlantResults#987052]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#987097]
Arguments: [prodPlantResults#987097], [(size(prodPlantResults#987097.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#987097.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#987097], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#987097]
Condition : ((size(prodPlantResults#987097.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#987097.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#987097.productId AS _extract_productId#987243, prodPlantResults#987097.plantId AS _extract_plantId#987244, prodPlantResults#987097.quantityKpiResults AS _extract_quantityKpiResults#987245]
Input [1]: [prodPlantResults#987097]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#987243, _extract_plantId#987244, _extract_quantityKpiResults#987245]
Arguments: explode(_extract_quantityKpiResults#987245), [_extract_productId#987243, _extract_plantId#987244], false, [quantityKpiResults#987064]

(16) Project
Output [6]: [_extract_productId#987243 AS product#987058, _extract_plantId#987244 AS plant#987059, quantityKpiResults#987064.quantity AS qty#987065, null AS demandChannel#987067, null AS demandStream#987068, transform(quantityKpiResults#987064.kpiResults, lambdafunction(struct(label, lambda kpi#987108.label, dateTime, lambda kpi#987108.datetime, value, lambda kpi#987108.value), lambda kpi#987108, false)) AS kpis#987241]
Input [3]: [_extract_productId#987243, _extract_plantId#987244, quantityKpiResults#987064]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#987102]
Arguments: [prodPlantResults#987102], [(size(prodPlantResults#987102.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#987102.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#987102], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#987102]
Condition : ((size(prodPlantResults#987102.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#987102.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#987102.productId AS _extract_productId#987246, prodPlantResults#987102.plantId AS _extract_plantId#987247, prodPlantResults#987102.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#987248]
Input [1]: [prodPlantResults#987102]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#987246, _extract_plantId#987247, _extract_demandChannelStreamKpiResults#987248]
Arguments: explode(_extract_demandChannelStreamKpiResults#987248), [_extract_productId#987246, _extract_plantId#987247], false, [demandChannelStreamKpiResults#987086]

(22) Project
Output [6]: [_extract_productId#987246 AS product#987080, _extract_plantId#987247 AS plant#987081, null AS qty#987103, demandChannelStreamKpiResults#987086.demandChannel AS demandChannel#987088, demandChannelStreamKpiResults#987086.demandStream AS demandStream#987090, transform(demandChannelStreamKpiResults#987086.kpiResults, lambdafunction(struct(label, lambda kpi#987108.label, dateTime, lambda kpi#987108.datetime, value, lambda kpi#987108.value), lambda kpi#987108, false)) AS kpis#987242]
Input [3]: [_extract_productId#987246, _extract_plantId#987247, demandChannelStreamKpiResults#987086]

(23) Union

(24) InMemoryTableScan
Output [6]: [isNewlyCalculated#984545, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]
Arguments: [isNewlyCalculated#984545, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L], [isNewlyCalculated#984545]

(25) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, demandChannel#984542, demandStream#984543, kpis#984577, isNewlyCalculated#984545], StorageLevel(disk, memory, 2 replicas)

(26) InMemoryTableScan
Output [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]

(27) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638], StorageLevel(disk, memory, 2 replicas)

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638]
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638], SQLExecutionRDD[49152] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638]
Arguments: hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1625592]

(30) Exchange
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: hashpartitioning(coalesce(shardId#943631, ), isnull(shardId#943631), coalesce(worklistShardItemId#943632L, 0), isnull(worklistShardItemId#943632L), coalesce(version#943633, 0), isnull(version#943633), coalesce(product#943634, ), isnull(product#943634), coalesce(plant#943635, ), isnull(plant#943635), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#943638, 0.0))), isnull(qty#943638), 37), ENSURE_REQUIREMENTS, [plan_id=1625822]

(31) Sort [codegen id : 1]
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: [coalesce(shardId#943631, ) ASC NULLS FIRST, isnull(shardId#943631) ASC NULLS FIRST, coalesce(worklistShardItemId#943632L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#943632L) ASC NULLS FIRST, coalesce(version#943633, 0) ASC NULLS FIRST, isnull(version#943633) ASC NULLS FIRST, coalesce(product#943634, ) ASC NULLS FIRST, isnull(product#943634) ASC NULLS FIRST, coalesce(plant#943635, ) ASC NULLS FIRST, isnull(plant#943635) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#943638, 0.0))) ASC NULLS FIRST, isnull(qty#943638) ASC NULLS FIRST], false, 0

(32) InMemoryTableScan
Output [6]: [shardId#984534, worklistShardItemId#984535L, version#984536, product#984537, plant#984538, qty#984309]
Arguments: [shardId#984534, worklistShardItemId#984535L, version#984536, product#984537, plant#984538, qty#984309]

(33) InMemoryRelation
Arguments: [shardId#984534, worklistShardItemId#984535L, version#984536, product#984537, plant#984538, qty#984309, demandChannel#984302, demandStream#984303, kpis#984310], StorageLevel(disk, memory, 2 replicas)

(34) InMemoryTableScan
Output [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638], [isnotnull(worklistShardItemId#943632L), isnotnull(shardId#943631)]

(35) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638], StorageLevel(disk, memory, 2 replicas)

(36) Filter [codegen id : 1]
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Condition : (isnotnull(worklistShardItemId#943632L) AND isnotnull(shardId#943631))

(37) BroadcastExchange
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1625700]

(38) Scan ExistingRDD
Output [6]: [shardId#984289, worklistShardItemId#984290L, qty#984291, demandChannel#984292, demandStream#984293, kpis#984294]
Arguments: [shardId#984289, worklistShardItemId#984290L, qty#984291, demandChannel#984292, demandStream#984293, kpis#984294], MapPartitionsRDD[49174] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(39) Filter
Input [6]: [shardId#984289, worklistShardItemId#984290L, qty#984291, demandChannel#984292, demandStream#984293, kpis#984294]
Condition : (isnotnull(worklistShardItemId#984290L) AND isnotnull(shardId#984289))

(40) Project
Output [3]: [shardId#984289 AS cachedShardId#984295, worklistShardItemId#984290L AS cachedWorklistShardItemId#984296L, qty#984291 AS cachedQty#984297]
Input [6]: [shardId#984289, worklistShardItemId#984290L, qty#984291, demandChannel#984292, demandStream#984293, kpis#984294]

(41) BroadcastHashJoin [codegen id : 2]
Left keys [2]: [worklistShardItemId#943632L, shardId#943631]
Right keys [2]: [cachedWorklistShardItemId#984296L, cachedShardId#984295]
Join type: Inner
Join condition: ((qty#943638 = cachedQty#984297) OR isnull(qty#943638))

(42) Project [codegen id : 2]
Output [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]
Input [9]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, cachedShardId#984295, cachedWorklistShardItemId#984296L, cachedQty#984297]

(43) HashAggregate [codegen id : 2]
Input [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]
Keys [5]: [plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634]

(44) Exchange
Input [5]: [plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634]
Arguments: hashpartitioning(plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634, 37), ENSURE_REQUIREMENTS, [plan_id=1625706]

(45) HashAggregate [codegen id : 3]
Input [5]: [plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634]
Keys [5]: [plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]

(46) Exchange
Input [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]
Arguments: hashpartitioning(worklistShardItemId#943632L, shardId#943631, 37), ENSURE_REQUIREMENTS, [plan_id=1625710]

(47) Sort [codegen id : 4]
Input [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]
Arguments: [worklistShardItemId#943632L ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST], false, 0

(48) Scan ExistingRDD [codegen id : 5]
Output [6]: [shardId#984299, worklistShardItemId#984300L, qty#984301, demandChannel#984302, demandStream#984303, kpis#984304]
Arguments: [shardId#984299, worklistShardItemId#984300L, qty#984301, demandChannel#984302, demandStream#984303, kpis#984304], MapPartitionsRDD[49174] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(49) Filter [codegen id : 5]
Input [6]: [shardId#984299, worklistShardItemId#984300L, qty#984301, demandChannel#984302, demandStream#984303, kpis#984304]
Condition : (isnotnull(worklistShardItemId#984300L) AND isnotnull(shardId#984299))

(50) Project [codegen id : 5]
Output [6]: [shardId#984299 AS cachedShardId#984305, worklistShardItemId#984300L AS cachedWorklistShardItemId#984306L, qty#984301 AS cachedQty#984307, demandChannel#984302, demandStream#984303, kpis#984304 AS cachedKpis#984308]
Input [6]: [shardId#984299, worklistShardItemId#984300L, qty#984301, demandChannel#984302, demandStream#984303, kpis#984304]

(51) Exchange
Input [6]: [cachedShardId#984305, cachedWorklistShardItemId#984306L, cachedQty#984307, demandChannel#984302, demandStream#984303, cachedKpis#984308]
Arguments: hashpartitioning(cachedWorklistShardItemId#984306L, cachedShardId#984305, 37), ENSURE_REQUIREMENTS, [plan_id=1625716]

(52) Sort [codegen id : 6]
Input [6]: [cachedShardId#984305, cachedWorklistShardItemId#984306L, cachedQty#984307, demandChannel#984302, demandStream#984303, cachedKpis#984308]
Arguments: [cachedWorklistShardItemId#984306L ASC NULLS FIRST, cachedShardId#984305 ASC NULLS FIRST], false, 0

(53) SortMergeJoin [codegen id : 7]
Left keys [2]: [worklistShardItemId#943632L, shardId#943631]
Right keys [2]: [cachedWorklistShardItemId#984306L, cachedShardId#984305]
Join type: Inner
Join condition: None

(54) Project [codegen id : 7]
Output [9]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedQty#984307 AS qty#984309, demandChannel#984302, demandStream#984303, cachedKpis#984308 AS kpis#984310]
Input [11]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedShardId#984305, cachedWorklistShardItemId#984306L, cachedQty#984307, demandChannel#984302, demandStream#984303, cachedKpis#984308]

(55) InMemoryTableScan
Output [6]: [shardId#984516, worklistShardItemId#984517L, version#984518, product#984519, plant#984520, qty#984523]
Arguments: [shardId#984516, worklistShardItemId#984517L, version#984518, product#984519, plant#984520, qty#984523], [isnull(qty#984523), isnotnull(worklistShardItemId#984517L), isnotnull(shardId#984516)]

(56) InMemoryRelation
Arguments: [shardId#984516, worklistShardItemId#984517L, version#984518, product#984519, plant#984520, periodStart#984521, periodEnd#984522, qty#984523], StorageLevel(disk, memory, 2 replicas)

(57) Filter [codegen id : 2]
Input [6]: [shardId#984516, worklistShardItemId#984517L, version#984518, product#984519, plant#984520, qty#984523]
Condition : ((isnull(qty#984523) AND isnotnull(worklistShardItemId#984517L)) AND isnotnull(shardId#984516))

(58) BroadcastExchange
Input [6]: [shardId#984516, worklistShardItemId#984517L, version#984518, product#984519, plant#984520, qty#984523]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1625836]

(59) Scan ExistingRDD
Output [6]: [shardId#984524, worklistShardItemId#984525L, qty#984526, demandChannel#984527, demandStream#984528, kpis#984529]
Arguments: [shardId#984524, worklistShardItemId#984525L, qty#984526, demandChannel#984527, demandStream#984528, kpis#984529], MapPartitionsRDD[49174] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(60) Filter
Input [6]: [shardId#984524, worklistShardItemId#984525L, qty#984526, demandChannel#984527, demandStream#984528, kpis#984529]
Condition : (isnotnull(worklistShardItemId#984525L) AND isnotnull(shardId#984524))

(61) Project
Output [2]: [shardId#984524 AS cachedShardId#984530, worklistShardItemId#984525L AS cachedWorklistShardItemId#984531L]
Input [6]: [shardId#984524, worklistShardItemId#984525L, qty#984526, demandChannel#984527, demandStream#984528, kpis#984529]

(62) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [worklistShardItemId#984517L, shardId#984516]
Right keys [2]: [cachedWorklistShardItemId#984531L, cachedShardId#984530]
Join type: Inner
Join condition: None

(63) Project [codegen id : 3]
Output [6]: [shardId#984516, worklistShardItemId#984517L, version#984518, product#984519, plant#984520, qty#984523]
Input [8]: [shardId#984516, worklistShardItemId#984517L, version#984518, product#984519, plant#984520, qty#984523, cachedShardId#984530, cachedWorklistShardItemId#984531L]

(64) Union

(65) Exchange
Input [6]: [shardId#984534, worklistShardItemId#984535L, version#984536, product#984537, plant#984538, qty#984309]
Arguments: hashpartitioning(coalesce(shardId#984534, ), isnull(shardId#984534), coalesce(worklistShardItemId#984535L, 0), isnull(worklistShardItemId#984535L), coalesce(version#984536, 0), isnull(version#984536), coalesce(product#984537, ), isnull(product#984537), coalesce(plant#984538, ), isnull(plant#984538), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#984309, 0.0))), isnull(qty#984309), 37), ENSURE_REQUIREMENTS, [plan_id=1625842]

(66) Sort [codegen id : 4]
Input [6]: [shardId#984534, worklistShardItemId#984535L, version#984536, product#984537, plant#984538, qty#984309]
Arguments: [coalesce(shardId#984534, ) ASC NULLS FIRST, isnull(shardId#984534) ASC NULLS FIRST, coalesce(worklistShardItemId#984535L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#984535L) ASC NULLS FIRST, coalesce(version#984536, 0) ASC NULLS FIRST, isnull(version#984536) ASC NULLS FIRST, coalesce(product#984537, ) ASC NULLS FIRST, isnull(product#984537) ASC NULLS FIRST, coalesce(plant#984538, ) ASC NULLS FIRST, isnull(plant#984538) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#984309, 0.0))) ASC NULLS FIRST, isnull(qty#984309) ASC NULLS FIRST], false, 0

(67) SortMergeJoin [codegen id : 5]
Left keys [12]: [coalesce(shardId#943631, ), isnull(shardId#943631), coalesce(worklistShardItemId#943632L, 0), isnull(worklistShardItemId#943632L), coalesce(version#943633, 0), isnull(version#943633), coalesce(product#943634, ), isnull(product#943634), coalesce(plant#943635, ), isnull(plant#943635), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#943638, 0.0))), isnull(qty#943638)]
Right keys [12]: [coalesce(shardId#984534, ), isnull(shardId#984534), coalesce(worklistShardItemId#984535L, 0), isnull(worklistShardItemId#984535L), coalesce(version#984536, 0), isnull(version#984536), coalesce(product#984537, ), isnull(product#984537), coalesce(plant#984538, ), isnull(plant#984538), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#984309, 0.0))), isnull(qty#984309)]
Join type: LeftAnti
Join condition: None

(68) Project [codegen id : 5]
Output [10]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, null AS demandChannel#984542, null AS demandStream#984543, [] AS kpis#984577, true AS isNewlyCalculated#984545]
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]

(69) InMemoryTableScan
Output [9]: [demandChannel#984568, demandStream#984569, kpis#984576, plant#984551, product#984550, qty#984575, shardId#984547, version#984549, worklistShardItemId#984548L]
Arguments: [demandChannel#984568, demandStream#984569, kpis#984576, plant#984551, product#984550, qty#984575, shardId#984547, version#984549, worklistShardItemId#984548L]

(70) InMemoryRelation
Arguments: [shardId#984547, worklistShardItemId#984548L, version#984549, product#984550, plant#984551, qty#984575, demandChannel#984568, demandStream#984569, kpis#984576], StorageLevel(disk, memory, 2 replicas)

(71) Project [codegen id : 6]
Output [10]: [shardId#984547, worklistShardItemId#984548L, version#984549, product#984550, plant#984551, qty#984575, demandChannel#984568, demandStream#984569, kpis#984576, false AS isNewlyCalculated#984546]
Input [9]: [demandChannel#984568, demandStream#984569, kpis#984576, plant#984551, product#984550, qty#984575, shardId#984547, version#984549, worklistShardItemId#984548L]

(72) Union

(73) Filter [codegen id : 3]
Input [6]: [isNewlyCalculated#984545, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]
Condition : isNewlyCalculated#984545

(74) Project [codegen id : 3]
Output [5]: [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]
Input [6]: [isNewlyCalculated#984545, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]

(75) HashAggregate [codegen id : 3]
Input [5]: [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]
Keys [5]: [plant#943635, shardId#943631, knownfloatingpointnormalized(normalizenanandzero(qty#943638)) AS qty#943638, worklistShardItemId#943632L, product#943634]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634]

(76) Exchange
Input [5]: [plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634]
Arguments: hashpartitioning(plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634, 37), ENSURE_REQUIREMENTS, [plan_id=1626629]

(77) HashAggregate [codegen id : 4]
Input [5]: [plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634]
Keys [5]: [plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]

(78) BroadcastExchange
Input [5]: [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]
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=1626633]

(79) BroadcastHashJoin [codegen id : 5]
Left keys [4]: [coalesce(product#987071, ), isnull(product#987071), coalesce(plant#987072, ), isnull(plant#987072)]
Right keys [4]: [coalesce(product#943634, ), isnull(product#943634), coalesce(plant#943635, ), isnull(plant#943635)]
Join type: Inner
Join condition: ((qty#987098 <=> qty#943638) OR isnull(qty#943638))

(80) Project [codegen id : 5]
Output [6]: [shardId#943631, worklistShardItemId#943632L, qty#987098, demandChannel#987078, demandStream#987079, kpis#987107]
Input [11]: [product#987071, plant#987072, qty#987098, demandChannel#987078, demandStream#987079, kpis#987107, shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]

(81) Sort [codegen id : 5]
Input [6]: [shardId#943631, worklistShardItemId#943632L, qty#987098, demandChannel#987078, demandStream#987079, kpis#987107]
Arguments: [demandChannel#987078 ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#987098)) AS qty#987098 ASC NULLS FIRST, worklistShardItemId#943632L ASC NULLS FIRST, demandStream#987079 ASC NULLS FIRST], false, 0

(82) SortAggregate
Input [6]: [shardId#943631, worklistShardItemId#943632L, qty#987098, demandChannel#987078, demandStream#987079, kpis#987107]
Keys [5]: [demandChannel#987078, shardId#943631, knownfloatingpointnormalized(normalizenanandzero(qty#987098)) AS qty#987098, worklistShardItemId#943632L, demandStream#987079]
Functions [1]: [partial_first(kpis#987107, false)]
Aggregate Attributes [2]: [first#987314, valueSet#987315]
Results [7]: [demandChannel#987078, shardId#943631, qty#987098, worklistShardItemId#943632L, demandStream#987079, first#987316, valueSet#987317]

(83) Exchange
Input [7]: [demandChannel#987078, shardId#943631, qty#987098, worklistShardItemId#943632L, demandStream#987079, first#987316, valueSet#987317]
Arguments: hashpartitioning(demandChannel#987078, shardId#943631, qty#987098, worklistShardItemId#943632L, demandStream#987079, 37), ENSURE_REQUIREMENTS, [plan_id=1626640]

(84) Sort [codegen id : 6]
Input [7]: [demandChannel#987078, shardId#943631, qty#987098, worklistShardItemId#943632L, demandStream#987079, first#987316, valueSet#987317]
Arguments: [demandChannel#987078 ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST, qty#987098 ASC NULLS FIRST, worklistShardItemId#943632L ASC NULLS FIRST, demandStream#987079 ASC NULLS FIRST], false, 0

(85) SortAggregate
Input [7]: [demandChannel#987078, shardId#943631, qty#987098, worklistShardItemId#943632L, demandStream#987079, first#987316, valueSet#987317]
Keys [5]: [demandChannel#987078, shardId#943631, qty#987098, worklistShardItemId#943632L, demandStream#987079]
Functions [1]: [first(kpis#987107, false)]
Aggregate Attributes [1]: [first(kpis#987107)()#987239]
Results [6]: [shardId#943631, worklistShardItemId#943632L, qty#987098, demandChannel#987078, demandStream#987079, first(kpis#987107)()#987239 AS kpis#987240]

(86) HashAggregate [codegen id : 1]
Input [1]: [shardId#943631]
Keys [1]: [shardId#943631]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#943631]

(87) Exchange
Input [1]: [shardId#943631]
Arguments: hashpartitioning(shardId#943631, 37), ENSURE_REQUIREMENTS, [plan_id=1626729]

(88) HashAggregate [codegen id : 2]
Input [1]: [shardId#943631]
Keys [1]: [shardId#943631]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#943631]

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	4
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
temporal.activity.id	aded1321-bd2b-35de-a087-438f85924892
temporal.activity.type	RunStreamWithId