crp-order-quantity-kpi-service - Details for Query 38182

Submitted Time: 2026/07/21 20:42:35
Duration: 1.0 s
Succeeded Jobs: 59755 59756

Plan Visualization

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

digraph G { 0 [id="node0" labelType="html" label="CollectLimit shuffle records written: 25 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 1 local bytes read: 682.0 B merged fetch fallback count: 0 local blocks read: 11 remote merged chunks fetched: 0 remote blocks read: 0 local merged bytes read: 0.0 B remote reqs duration: 0 ms local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 3 ms (0 ms, 0 ms, 0 ms (stage 170775.0: task 2606320)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 0 ms remote bytes read: 0.0 B remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 1550.0 B (62.0 B, 62.0 B, 62.0 B (stage 170775.0: task 2606317))" tooltip="CollectLimit 1"]; 1 [id="node1" labelType="html" label="InMemoryTableScan number of output rows: 65" tooltip="InMemoryTableScan"]; subgraph cluster2 { isCluster="true"; id="cluster2"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n1.4 s (0 ms, 6 ms, 436 ms (stage 170775.0: task 2606326))"; tooltip="WholeStageCodegen (3)"; 3 [id="node3" labelType="html" label=" Project " tooltip="Project [shardId#7905118, worklistShardItemId#7905119L, version#8440958, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496]"]; 4 [id="node4" labelType="html" label="BroadcastHashJoin number of output rows: 65" tooltip="BroadcastHashJoin [shardId#7905118, worklistShardItemId#7905119L], [shardId#8440963, worklistShardItemId#8440964L], Inner, BuildRight, false"]; 5 [id="node5" labelType="html" label="Filter number of output rows: 65" tooltip="Filter (isnotnull(shardId#7905118) AND isnotnull(worklistShardItemId#7905119L))"]; } 6 [id="node6" labelType="html" label="InMemoryTableScan number of output rows: 65" tooltip="InMemoryTableScan [shardId#7905118, worklistShardItemId#7905119L, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496], [isnotnull(shardId#7905118), isnotnull(worklistShardItemId#7905119L)]"]; 7 [id="node7" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#8440467, shardId#7905118, qty#8440487, worklistShardItemId#7905119L, demandStream#8440468], functions=[first(kpis#8440496, false)])"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (5)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (5)"; 9 [id="node9" labelType="html" label="Sort sort time: 0 ms peak memory: 0.0 B spill size: 0.0 B" tooltip="Sort [demandChannel#8440467 ASC NULLS FIRST, shardId#7905118 ASC NULLS FIRST, qty#8440487 ASC NULLS FIRST, worklistShardItemId#7905119L ASC NULLS FIRST, demandStream#8440468 ASC NULLS FIRST], false, 0"]; } 10 [id="node10" 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#8440467, shardId#7905118, qty#8440487, worklistShardItemId#7905119L, demandStream#8440468, 30), ENSURE_REQUIREMENTS, [plan_id=11143674]"]; 11 [id="node11" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#8440467, shardId#7905118, knownfloatingpointnormalized(normalizenanandzero(qty#8440487)) AS qty#8440487, worklistShardItemId#7905119L, demandStream#8440468], functions=[partial_first(kpis#8440496, false)])"]; subgraph cluster12 { isCluster="true"; id="cluster12"; label="WholeStageCodegen (4)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (4)"; 13 [id="node13" labelType="html" label="Sort sort time: 0 ms peak memory: 0.0 B spill size: 0.0 B" tooltip="Sort [demandChannel#8440467 ASC NULLS FIRST, shardId#7905118 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#8440487)) AS qty#8440487 ASC NULLS FIRST, worklistShardItemId#7905119L ASC NULLS FIRST, demandStream#8440468 ASC NULLS FIRST], false, 0"]; 14 [id="node14" labelType="html" label=" Project " tooltip="Project [shardId#7905118, worklistShardItemId#7905119L, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496]"]; 15 [id="node15" labelType="html" label="BroadcastHashJoin number of output rows: 0" tooltip="BroadcastHashJoin [coalesce(product#8440460, ), isnull(product#8440460), coalesce(plant#8440461, ), isnull(plant#8440461)], [coalesce(product#7905121, ), isnull(product#7905121), coalesce(plant#7905122, ), isnull(plant#7905122)], Inner, BuildRight, ((qty#8440487 <=> qty#7905125) OR isnull(qty#7905125)), false"]; } 16 [id="node16" labelType="html" label=" Union " tooltip="Union"]; 17 [id="node17" labelType="html" label=" Project " tooltip="Project [prodPlantResults#8440441.productId AS product#8440460, prodPlantResults#8440441.plantId AS plant#8440461, null AS qty#8440487, null AS demandChannel#8440467, null AS demandStream#8440468, transform(prodPlantResults#8440441.kpiResults, lambdafunction(struct(label, lambda kpi#8440497.label, dateTime, lambda kpi#8440497.datetime, value, lambda kpi#8440497.value), lambda kpi#8440497, false)) AS kpis#8440496]"]; 18 [id="node18" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#8440441]"]; subgraph cluster19 { isCluster="true"; id="cluster19"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 20 [id="node20" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#8440434), false, [prodPlantResults#8440441]"]; 21 [id="node21" labelType="html" label=" Project " tooltip="Project [prodPlantResults#8440434]"]; 22 [id="node22" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#8440434, true) > 0) AND isnotnull(prodPlantResults#8440434))"]; 23 [id="node23" 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, 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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#8440433, mapobjects(lambdavariable(MapObject, ObjectType(class 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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, 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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), 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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#8440434]"]; } 24 [id="node24" labelType="html" label=" Scan " tooltip="Scan[obj#8440430]"]; 25 [id="node25" labelType="html" label=" Project " tooltip="Project [_extract_productId#8440612 AS product#8440447, _extract_plantId#8440613 AS plant#8440448, quantityKpiResults#8440453.quantity AS qty#8440454, null AS demandChannel#8440456, null AS demandStream#8440457, transform(quantityKpiResults#8440453.kpiResults, lambdafunction(struct(label, lambda kpi#8440497.label, dateTime, lambda kpi#8440497.datetime, value, lambda kpi#8440497.value), lambda kpi#8440497, false)) AS kpis#8440610]"]; subgraph cluster26 { isCluster="true"; id="cluster26"; label="WholeStageCodegen (1)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (1)"; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" 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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), 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demandChannelStreamKpiResults#8440475.demandStream AS demandStream#8440479, transform(demandChannelStreamKpiResults#8440475.kpiResults, lambdafunction(struct(label, lambda kpi#8440497.label, dateTime, lambda kpi#8440497.datetime, value, lambda kpi#8440497.value), lambda kpi#8440497, false)) AS kpis#8440611]"]; subgraph cluster38 { isCluster="true"; id="cluster38"; label="WholeStageCodegen (2)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (2)"; 39 [id="node39" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_demandChannelStreamKpiResults#8440617), [_extract_productId#8440615, _extract_plantId#8440616], false, [demandChannelStreamKpiResults#8440475]"]; 40 [id="node40" labelType="html" label=" Project " tooltip="Project [prodPlantResults#8440491.productId AS _extract_productId#8440615, prodPlantResults#8440491.plantId AS _extract_plantId#8440616, prodPlantResults#8440491.demandChannelStreamKpiResults AS 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((size(prodPlantResults#8440434, true) > 0) AND isnotnull(prodPlantResults#8440434))"]; 47 [id="node47" 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), 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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#8440434]"]; } 48 [id="node48" labelType="html" label=" Scan " tooltip="Scan[obj#8440430]"]; 49 [id="node49" 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=11143667]"]; subgraph cluster50 { isCluster="true"; id="cluster50"; label="WholeStageCodegen (3)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (3)"; 51 [id="node51" 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#7905122, shardId#7905118, qty#7905125, worklistShardItemId#7905119L, product#7905121], functions=[])"]; 52 [id="node52" 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#7905122, shardId#7905118, knownfloatingpointnormalized(normalizenanandzero(qty#7905125)) AS qty#7905125, worklistShardItemId#7905119L, product#7905121], functions=[])"]; } 53 [id="node53" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [shardId#7905118, worklistShardItemId#7905119L, product#7905121, plant#7905122, qty#7905125]"]; 54 [id="node54" labelType="html" label="Exchange shuffle records written: 0 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 0 local bytes read: 0.0 B merged fetch fallback count: 0 local blocks read: 0 remote merged chunks fetched: 0 remote blocks read: 0 data size: 0.0 B local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time: 0 ms remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 0 ms remote bytes read: 0.0 B remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 0.0 B" tooltip="Exchange hashpartitioning(product#7905121, plant#7905122, 30), REPARTITION_BY_NUM, [plan_id=11142681]"]; subgraph cluster55 { isCluster="true"; id="cluster55"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 56 [id="node56" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#7905118,worklistShardItemId#7905119L,version#7905120,product#7905121,plant#7905122,periodStart#7905123,periodEnd#7905124,qty#7905125]"]; } 57 [id="node57" labelType="html" label="BroadcastExchange time to broadcast: 0 ms time to build: 0 ms time to collect: 637 ms number of output rows: 11 data size: 2.0 MiB" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=11143775]"]; subgraph cluster58 { isCluster="true"; id="cluster58"; label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n42 ms (0 ms, 0 ms, 5 ms (stage 170768.0: task 2606295))"; tooltip="WholeStageCodegen (2)"; 59 [id="node59" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 20 ms (0 ms, 0 ms, 4 ms (stage 170768.0: task 2606299)) peak memory total (min, med, max (stageId: taskId)) 23.5 MiB (256.0 KiB, 256.0 KiB, 2.3 MiB (stage 170768.0: task 2606288)) number of output rows: 11 number of sort fallback tasks: 0 avg hash probes per key (min, med, max (stageId: taskId)): (1, 1, 1 (stage 170768.0: task 2606288))" tooltip="HashAggregate(keys=[shardId#8440963, worklistShardItemId#8440964L], functions=[max(version#8440965)])"]; } 60 [id="node60" labelType="html" label="Exchange shuffle records written: 11 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 11 local bytes read total (min, med, max (stageId: taskId)) 1022.0 B (102.0 B, 102.0 B, 204.0 B (stage 170768.0: task 2606287)) merged fetch fallback count: 0 local blocks read: 10 remote merged chunks fetched: 0 remote blocks read: 1 data size total (min, med, max (stageId: taskId)) 528.0 B (48.0 B, 48.0 B, 96.0 B (stage 170767.0: task 2606273)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 3 ms (0 ms, 0 ms, 0 ms (stage 170767.0: task 2606259)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 170768.0: task 2606288)) remote bytes read: 102.0 B number of partitions: 30 remote reqs duration: 1 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 1124.0 B (102.0 B, 104.0 B, 204.0 B (stage 170767.0: task 2606273))" tooltip="Exchange hashpartitioning(shardId#8440963, worklistShardItemId#8440964L, 30), ENSURE_REQUIREMENTS, [plan_id=11143771]"]; subgraph cluster61 { isCluster="true"; id="cluster61"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n1.7 s (0 ms, 35 ms, 225 ms (stage 170767.0: task 2606257))"; tooltip="WholeStageCodegen (1)"; 62 [id="node62" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 24 ms (0 ms, 0 ms, 8 ms (stage 170767.0: task 2606257)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 170767.0: task 2606267)) number of output rows: 11 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#8440963, worklistShardItemId#8440964L], functions=[partial_max(version#8440965)])"]; 63 [id="node63" labelType="html" label="Filter number of output rows: 65" tooltip="Filter (isnotnull(shardId#8440963) AND isnotnull(worklistShardItemId#8440964L))"]; } 64 [id="node64" labelType="html" label="InMemoryTableScan number of output rows: 65" tooltip="InMemoryTableScan [shardId#8440963, worklistShardItemId#8440964L, version#8440965], [isnotnull(shardId#8440963), isnotnull(worklistShardItemId#8440964L)]"]; 65 [id="node65" labelType="html" label="Exchange shuffle records written: 0 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 0 local bytes read: 0.0 B merged fetch fallback count: 0 local blocks read: 0 remote merged chunks fetched: 0 remote blocks read: 0 data size: 0.0 B local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time: 0 ms remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 0 ms remote bytes read: 0.0 B remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 0.0 B" tooltip="Exchange hashpartitioning(product#7905121, plant#7905122, 30), REPARTITION_BY_NUM, [plan_id=11142681]"]; subgraph cluster66 { isCluster="true"; id="cluster66"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 67 [id="node67" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#7905118,worklistShardItemId#7905119L,version#7905120,product#7905121,plant#7905122,periodStart#7905123,periodEnd#7905124,qty#7905125]"]; } 1->0; 3->1; 4->3; 5->4; 6->5; 7->6; 9->7; 10->9; 11->10; 13->11; 14->13; 15->14; 16->15; 17->16; 18->17; 20->18; 21->20; 22->21; 23->22; 24->23; 25->16; 27->25; 28->27; 29->28; 30->29; 32->30; 33->32; 34->33; 35->34; 36->35; 37->16; 39->37; 40->39; 41->40; 42->41; 44->42; 45->44; 46->45; 47->46; 48->47; 49->15; 51->49; 52->51; 53->52; 54->53; 56->54; 57->4; 59->57; 60->59; 62->60; 63->62; 64->63; 65->64; 67->65; }

Details

== Physical Plan ==
CollectLimit (50)
+- InMemoryTableScan (1)
      +- InMemoryRelation (2)
            +- * Project (49)
               +- * BroadcastHashJoin Inner BuildRight (48)
                  :- * Filter (40)
                  :  +- InMemoryTableScan (3)
                  :        +- InMemoryRelation (4)
                  :              +- SortAggregate (39)
                  :                 +- * Sort (38)
                  :                    +- Exchange (37)
                  :                       +- SortAggregate (36)
                  :                          +- * Sort (35)
                  :                             +- * Project (34)
                  :                                +- * BroadcastHashJoin Inner BuildRight (33)
                  :                                   :- Union (25)
                  :                                   :  :- Project (12)
                  :                                   :  :  +- InMemoryTableScan (5)
                  :                                   :  :        +- InMemoryRelation (6)
                  :                                   :  :              +- * Generate (11)
                  :                                   :  :                 +- * Project (10)
                  :                                   :  :                    +- * Filter (9)
                  :                                   :  :                       +- * SerializeFromObject (8)
                  :                                   :  :                          +- Scan (7)
                  :                                   :  :- Project (18)
                  :                                   :  :  +- * Generate (17)
                  :                                   :  :     +- * Project (16)
                  :                                   :  :        +- * Filter (15)
                  :                                   :  :           +- InMemoryTableScan (13)
                  :                                   :  :                 +- InMemoryRelation (14)
                  :                                   :  :                       +- * Generate (11)
                  :                                   :  :                          +- * Project (10)
                  :                                   :  :                             +- * Filter (9)
                  :                                   :  :                                +- * SerializeFromObject (8)
                  :                                   :  :                                   +- Scan (7)
                  :                                   :  +- Project (24)
                  :                                   :     +- * Generate (23)
                  :                                   :        +- * Project (22)
                  :                                   :           +- * Filter (21)
                  :                                   :              +- InMemoryTableScan (19)
                  :                                   :                    +- InMemoryRelation (20)
                  :                                   :                          +- * Generate (11)
                  :                                   :                             +- * Project (10)
                  :                                   :                                +- * Filter (9)
                  :                                   :                                   +- * SerializeFromObject (8)
                  :                                   :                                      +- Scan (7)
                  :                                   +- BroadcastExchange (32)
                  :                                      +- * HashAggregate (31)
                  :                                         +- * HashAggregate (30)
                  :                                            +- InMemoryTableScan (26)
                  :                                                  +- InMemoryRelation (27)
                  :                                                        +- Exchange (29)
                  :                                                           +- * Scan ExistingRDD (28)
                  +- BroadcastExchange (47)
                     +- * HashAggregate (46)
                        +- Exchange (45)
                           +- * HashAggregate (44)
                              +- * Filter (43)
                                 +- InMemoryTableScan (41)
                                       +- InMemoryRelation (42)
                                             +- Exchange (29)
                                                +- * Scan ExistingRDD (28)


(1) InMemoryTableScan
Output: []

(2) InMemoryRelation
Arguments: [shardId#7905118, worklistShardItemId#7905119L, version#8440958, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [6]: [shardId#7905118, worklistShardItemId#7905119L, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496]
Arguments: [shardId#7905118, worklistShardItemId#7905119L, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496], [isnotnull(shardId#7905118), isnotnull(worklistShardItemId#7905119L)]

(4) InMemoryRelation
Arguments: [shardId#7905118, worklistShardItemId#7905119L, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496], StorageLevel(disk, memory, 2 replicas)

(5) InMemoryTableScan
Output [1]: [prodPlantResults#8440441]
Arguments: [prodPlantResults#8440441]

(6) InMemoryRelation
Arguments: [prodPlantResults#8440441], StorageLevel(disk, memory, 2 replicas)

(7) Scan
Output [1]: [obj#8440430]
Arguments: obj#8440430: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[476645] at start at FileStorageAdapterImpl.java:179

(8) SerializeFromObject [codegen id : 1]
Input [1]: [obj#8440430]
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#8440433, 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#8440434]

(9) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#8440433, prodPlantResults#8440434]
Condition : ((size(prodPlantResults#8440434, true) > 0) AND isnotnull(prodPlantResults#8440434))

(10) Project [codegen id : 1]
Output [1]: [prodPlantResults#8440434]
Input [2]: [performanceMeasurements#8440433, prodPlantResults#8440434]

(11) Generate [codegen id : 1]
Input [1]: [prodPlantResults#8440434]
Arguments: explode(prodPlantResults#8440434), false, [prodPlantResults#8440441]

(12) Project
Output [6]: [prodPlantResults#8440441.productId AS product#8440460, prodPlantResults#8440441.plantId AS plant#8440461, null AS qty#8440487, null AS demandChannel#8440467, null AS demandStream#8440468, transform(prodPlantResults#8440441.kpiResults, lambdafunction(struct(label, lambda kpi#8440497.label, dateTime, lambda kpi#8440497.datetime, value, lambda kpi#8440497.value), lambda kpi#8440497, false)) AS kpis#8440496]
Input [1]: [prodPlantResults#8440441]

(13) InMemoryTableScan
Output [1]: [prodPlantResults#8440486]
Arguments: [prodPlantResults#8440486], [(size(prodPlantResults#8440486.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#8440486.quantityKpiResults)]

(14) InMemoryRelation
Arguments: [prodPlantResults#8440486], StorageLevel(disk, memory, 2 replicas)

(15) Filter [codegen id : 1]
Input [1]: [prodPlantResults#8440486]
Condition : ((size(prodPlantResults#8440486.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#8440486.quantityKpiResults))

(16) Project [codegen id : 1]
Output [3]: [prodPlantResults#8440486.productId AS _extract_productId#8440612, prodPlantResults#8440486.plantId AS _extract_plantId#8440613, prodPlantResults#8440486.quantityKpiResults AS _extract_quantityKpiResults#8440614]
Input [1]: [prodPlantResults#8440486]

(17) Generate [codegen id : 1]
Input [3]: [_extract_productId#8440612, _extract_plantId#8440613, _extract_quantityKpiResults#8440614]
Arguments: explode(_extract_quantityKpiResults#8440614), [_extract_productId#8440612, _extract_plantId#8440613], false, [quantityKpiResults#8440453]

(18) Project
Output [6]: [_extract_productId#8440612 AS product#8440447, _extract_plantId#8440613 AS plant#8440448, quantityKpiResults#8440453.quantity AS qty#8440454, null AS demandChannel#8440456, null AS demandStream#8440457, transform(quantityKpiResults#8440453.kpiResults, lambdafunction(struct(label, lambda kpi#8440497.label, dateTime, lambda kpi#8440497.datetime, value, lambda kpi#8440497.value), lambda kpi#8440497, false)) AS kpis#8440610]
Input [3]: [_extract_productId#8440612, _extract_plantId#8440613, quantityKpiResults#8440453]

(19) InMemoryTableScan
Output [1]: [prodPlantResults#8440491]
Arguments: [prodPlantResults#8440491], [(size(prodPlantResults#8440491.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#8440491.demandChannelStreamKpiResults)]

(20) InMemoryRelation
Arguments: [prodPlantResults#8440491], StorageLevel(disk, memory, 2 replicas)

(21) Filter [codegen id : 2]
Input [1]: [prodPlantResults#8440491]
Condition : ((size(prodPlantResults#8440491.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#8440491.demandChannelStreamKpiResults))

(22) Project [codegen id : 2]
Output [3]: [prodPlantResults#8440491.productId AS _extract_productId#8440615, prodPlantResults#8440491.plantId AS _extract_plantId#8440616, prodPlantResults#8440491.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#8440617]
Input [1]: [prodPlantResults#8440491]

(23) Generate [codegen id : 2]
Input [3]: [_extract_productId#8440615, _extract_plantId#8440616, _extract_demandChannelStreamKpiResults#8440617]
Arguments: explode(_extract_demandChannelStreamKpiResults#8440617), [_extract_productId#8440615, _extract_plantId#8440616], false, [demandChannelStreamKpiResults#8440475]

(24) Project
Output [6]: [_extract_productId#8440615 AS product#8440469, _extract_plantId#8440616 AS plant#8440470, null AS qty#8440492, demandChannelStreamKpiResults#8440475.demandChannel AS demandChannel#8440477, demandChannelStreamKpiResults#8440475.demandStream AS demandStream#8440479, transform(demandChannelStreamKpiResults#8440475.kpiResults, lambdafunction(struct(label, lambda kpi#8440497.label, dateTime, lambda kpi#8440497.datetime, value, lambda kpi#8440497.value), lambda kpi#8440497, false)) AS kpis#8440611]
Input [3]: [_extract_productId#8440615, _extract_plantId#8440616, demandChannelStreamKpiResults#8440475]

(25) Union

(26) InMemoryTableScan
Output [5]: [shardId#7905118, worklistShardItemId#7905119L, product#7905121, plant#7905122, qty#7905125]
Arguments: [shardId#7905118, worklistShardItemId#7905119L, product#7905121, plant#7905122, qty#7905125]

(27) InMemoryRelation
Arguments: [shardId#7905118, worklistShardItemId#7905119L, version#7905120, product#7905121, plant#7905122, periodStart#7905123, periodEnd#7905124, qty#7905125], StorageLevel(disk, memory, 2 replicas)

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#7905118, worklistShardItemId#7905119L, version#7905120, product#7905121, plant#7905122, periodStart#7905123, periodEnd#7905124, qty#7905125]
Arguments: [shardId#7905118, worklistShardItemId#7905119L, version#7905120, product#7905121, plant#7905122, periodStart#7905123, periodEnd#7905124, qty#7905125], SQLExecutionRDD[476521] at start at FileStorageAdapterImpl.java:179, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#7905118, worklistShardItemId#7905119L, version#7905120, product#7905121, plant#7905122, periodStart#7905123, periodEnd#7905124, qty#7905125]
Arguments: hashpartitioning(product#7905121, plant#7905122, 30), REPARTITION_BY_NUM, [plan_id=11142681]

(30) HashAggregate [codegen id : 3]
Input [5]: [shardId#7905118, worklistShardItemId#7905119L, product#7905121, plant#7905122, qty#7905125]
Keys [5]: [plant#7905122, shardId#7905118, knownfloatingpointnormalized(normalizenanandzero(qty#7905125)) AS qty#7905125, worklistShardItemId#7905119L, product#7905121]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#7905122, shardId#7905118, qty#7905125, worklistShardItemId#7905119L, product#7905121]

(31) HashAggregate [codegen id : 3]
Input [5]: [plant#7905122, shardId#7905118, qty#7905125, worklistShardItemId#7905119L, product#7905121]
Keys [5]: [plant#7905122, shardId#7905118, qty#7905125, worklistShardItemId#7905119L, product#7905121]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#7905118, worklistShardItemId#7905119L, product#7905121, plant#7905122, qty#7905125]

(32) BroadcastExchange
Input [5]: [shardId#7905118, worklistShardItemId#7905119L, product#7905121, plant#7905122, qty#7905125]
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=11143667]

(33) BroadcastHashJoin [codegen id : 4]
Left keys [4]: [coalesce(product#8440460, ), isnull(product#8440460), coalesce(plant#8440461, ), isnull(plant#8440461)]
Right keys [4]: [coalesce(product#7905121, ), isnull(product#7905121), coalesce(plant#7905122, ), isnull(plant#7905122)]
Join type: Inner
Join condition: ((qty#8440487 <=> qty#7905125) OR isnull(qty#7905125))

(34) Project [codegen id : 4]
Output [6]: [shardId#7905118, worklistShardItemId#7905119L, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496]
Input [11]: [product#8440460, plant#8440461, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496, shardId#7905118, worklistShardItemId#7905119L, product#7905121, plant#7905122, qty#7905125]

(35) Sort [codegen id : 4]
Input [6]: [shardId#7905118, worklistShardItemId#7905119L, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496]
Arguments: [demandChannel#8440467 ASC NULLS FIRST, shardId#7905118 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#8440487)) AS qty#8440487 ASC NULLS FIRST, worklistShardItemId#7905119L ASC NULLS FIRST, demandStream#8440468 ASC NULLS FIRST], false, 0

(36) SortAggregate
Input [6]: [shardId#7905118, worklistShardItemId#7905119L, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496]
Keys [5]: [demandChannel#8440467, shardId#7905118, knownfloatingpointnormalized(normalizenanandzero(qty#8440487)) AS qty#8440487, worklistShardItemId#7905119L, demandStream#8440468]
Functions [1]: [partial_first(kpis#8440496, false)]
Aggregate Attributes [2]: [first#8440673, valueSet#8440674]
Results [7]: [demandChannel#8440467, shardId#7905118, qty#8440487, worklistShardItemId#7905119L, demandStream#8440468, first#8440675, valueSet#8440676]

(37) Exchange
Input [7]: [demandChannel#8440467, shardId#7905118, qty#8440487, worklistShardItemId#7905119L, demandStream#8440468, first#8440675, valueSet#8440676]
Arguments: hashpartitioning(demandChannel#8440467, shardId#7905118, qty#8440487, worklistShardItemId#7905119L, demandStream#8440468, 30), ENSURE_REQUIREMENTS, [plan_id=11143674]

(38) Sort [codegen id : 5]
Input [7]: [demandChannel#8440467, shardId#7905118, qty#8440487, worklistShardItemId#7905119L, demandStream#8440468, first#8440675, valueSet#8440676]
Arguments: [demandChannel#8440467 ASC NULLS FIRST, shardId#7905118 ASC NULLS FIRST, qty#8440487 ASC NULLS FIRST, worklistShardItemId#7905119L ASC NULLS FIRST, demandStream#8440468 ASC NULLS FIRST], false, 0

(39) SortAggregate
Input [7]: [demandChannel#8440467, shardId#7905118, qty#8440487, worklistShardItemId#7905119L, demandStream#8440468, first#8440675, valueSet#8440676]
Keys [5]: [demandChannel#8440467, shardId#7905118, qty#8440487, worklistShardItemId#7905119L, demandStream#8440468]
Functions [1]: [first(kpis#8440496, false)]
Aggregate Attributes [1]: [first(kpis#8440496)()#8440608]
Results [6]: [shardId#7905118, worklistShardItemId#7905119L, qty#8440487, demandChannel#8440467, demandStream#8440468, first(kpis#8440496)()#8440608 AS kpis#8440609]

(40) Filter [codegen id : 3]
Input [6]: [shardId#7905118, worklistShardItemId#7905119L, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496]
Condition : (isnotnull(shardId#7905118) AND isnotnull(worklistShardItemId#7905119L))

(41) InMemoryTableScan
Output [3]: [shardId#8440963, worklistShardItemId#8440964L, version#8440965]
Arguments: [shardId#8440963, worklistShardItemId#8440964L, version#8440965], [isnotnull(shardId#8440963), isnotnull(worklistShardItemId#8440964L)]

(42) InMemoryRelation
Arguments: [shardId#8440963, worklistShardItemId#8440964L, version#8440965, product#8440966, plant#8440967, periodStart#8440968, periodEnd#8440969, qty#8440970], StorageLevel(disk, memory, 2 replicas)

(43) Filter [codegen id : 1]
Input [3]: [shardId#8440963, worklistShardItemId#8440964L, version#8440965]
Condition : (isnotnull(shardId#8440963) AND isnotnull(worklistShardItemId#8440964L))

(44) HashAggregate [codegen id : 1]
Input [3]: [shardId#8440963, worklistShardItemId#8440964L, version#8440965]
Keys [2]: [shardId#8440963, worklistShardItemId#8440964L]
Functions [1]: [partial_max(version#8440965)]
Aggregate Attributes [1]: [max#8441181]
Results [3]: [shardId#8440963, worklistShardItemId#8440964L, max#8441182]

(45) Exchange
Input [3]: [shardId#8440963, worklistShardItemId#8440964L, max#8441182]
Arguments: hashpartitioning(shardId#8440963, worklistShardItemId#8440964L, 30), ENSURE_REQUIREMENTS, [plan_id=11143771]

(46) HashAggregate [codegen id : 2]
Input [3]: [shardId#8440963, worklistShardItemId#8440964L, max#8441182]
Keys [2]: [shardId#8440963, worklistShardItemId#8440964L]
Functions [1]: [max(version#8440965)]
Aggregate Attributes [1]: [max(version#8440965)#8440962]
Results [3]: [shardId#8440963, worklistShardItemId#8440964L, (max(version#8440965)#8440962 + 1) AS version#8440958]

(47) BroadcastExchange
Input [3]: [shardId#8440963, worklistShardItemId#8440964L, version#8440958]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=11143775]

(48) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [shardId#7905118, worklistShardItemId#7905119L]
Right keys [2]: [shardId#8440963, worklistShardItemId#8440964L]
Join type: Inner
Join condition: None

(49) Project [codegen id : 3]
Output [7]: [shardId#7905118, worklistShardItemId#7905119L, version#8440958, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496]
Input [9]: [shardId#7905118, worklistShardItemId#7905119L, qty#8440487, demandChannel#8440467, demandStream#8440468, kpis#8440496, shardId#8440963, worklistShardItemId#8440964L, version#8440958]

(50) CollectLimit
Input: []
Arguments: 1

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	68
spark.sql.adaptive.enabled	false
spark.sql.cbo.enabled	false
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true
spark.sql.requireAllClusterKeysForDistribution	false
spark.sql.shuffle.partitions	30
temporal.activity.id	d687d6be-fc33-35fa-a2ad-21a3f54797f7
temporal.activity.type	RunStreamWithId