crp-order-quantity-kpi-service - Details for Query 531

Submitted Time: 2026/08/10 09:27:04
Duration: 0.7 s
Succeeded Jobs: 981 982

Plan Visualization

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

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label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n2.9 s (2 ms, 11 ms, 690 ms (stage 2584.0: task 26707))"; tooltip="WholeStageCodegen (3)"; 3 [id="node3" labelType="html" label=" Project " tooltip="Project [shardId#67228, worklistShardItemId#67229L, version#109520, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058]"]; 4 [id="node4" labelType="html" label="BroadcastHashJoin number of output rows: 3,906" tooltip="BroadcastHashJoin [shardId#67228, worklistShardItemId#67229L], [shardId#109525, worklistShardItemId#109526L], Inner, BuildRight, false"]; 5 [id="node5" labelType="html" label="Filter number of output rows: 3,906" tooltip="Filter (isnotnull(shardId#67228) AND isnotnull(worklistShardItemId#67229L))"]; } 6 [id="node6" labelType="html" label="InMemoryTableScan number of output rows: 3,906" tooltip="InMemoryTableScan [shardId#67228, worklistShardItemId#67229L, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058], [isnotnull(shardId#67228), isnotnull(worklistShardItemId#67229L)]"]; 7 [id="node7" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#109029, shardId#67228, qty#109049, worklistShardItemId#67229L, demandStream#109030], functions=[first(kpis#109058, 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#109029 ASC NULLS FIRST, shardId#67228 ASC NULLS FIRST, qty#109049 ASC NULLS FIRST, worklistShardItemId#67229L ASC NULLS FIRST, demandStream#109030 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#109029, shardId#67228, qty#109049, worklistShardItemId#67229L, demandStream#109030, 20), ENSURE_REQUIREMENTS, [plan_id=201771]"]; 11 [id="node11" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#109029, shardId#67228, knownfloatingpointnormalized(normalizenanandzero(qty#109049)) AS qty#109049, worklistShardItemId#67229L, demandStream#109030], functions=[partial_first(kpis#109058, 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#109029 ASC NULLS FIRST, shardId#67228 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#109049)) AS qty#109049 ASC NULLS FIRST, worklistShardItemId#67229L ASC NULLS FIRST, demandStream#109030 ASC NULLS FIRST], false, 0"]; 14 [id="node14" labelType="html" label=" Project " tooltip="Project [shardId#67228, worklistShardItemId#67229L, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058]"]; 15 [id="node15" labelType="html" label="BroadcastHashJoin number of output rows: 0" tooltip="BroadcastHashJoin [coalesce(product#109022, ), isnull(product#109022), coalesce(plant#109023, ), isnull(plant#109023)], [coalesce(product#67231, ), isnull(product#67231), coalesce(plant#67232, ), isnull(plant#67232)], Inner, BuildRight, ((qty#109049 <=> qty#67235) OR isnull(qty#67235)), false"]; } 16 [id="node16" labelType="html" label=" Union " tooltip="Union"]; 17 [id="node17" labelType="html" label=" Project " tooltip="Project [prodPlantResults#109003.productId AS product#109022, prodPlantResults#109003.plantId AS plant#109023, null AS qty#109049, null AS demandChannel#109029, null AS demandStream#109030, transform(prodPlantResults#109003.kpiResults, lambdafunction(struct(label, lambda kpi#109059.label, dateTime, lambda kpi#109059.datetime, value, lambda kpi#109059.value), lambda kpi#109059, false)) AS kpis#109058]"]; 18 [id="node18" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#109003]"]; subgraph cluster19 { isCluster="true"; id="cluster19"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 20 [id="node20" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#108996), false, [prodPlantResults#109003]"]; 21 [id="node21" labelType="html" label=" Project " tooltip="Project [prodPlantResults#108996]"]; 22 [id="node22" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#108996, true) > 0) AND isnotnull(prodPlantResults#108996))"]; 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, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), 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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), 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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#108996]"]; } 24 [id="node24" labelType="html" label=" Scan " tooltip="Scan[obj#108992]"]; 25 [id="node25" labelType="html" label=" Project " tooltip="Project [_extract_productId#109174 AS product#109009, _extract_plantId#109175 AS plant#109010, quantityKpiResults#109015.quantity AS qty#109016, null AS demandChannel#109018, null AS demandStream#109019, transform(quantityKpiResults#109015.kpiResults, lambdafunction(struct(label, lambda kpi#109059.label, dateTime, lambda kpi#109059.datetime, value, lambda kpi#109059.value), lambda kpi#109059, false)) AS kpis#109172]"]; 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" tooltip="Generate 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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#108996]"]; } 48 [id="node48" labelType="html" label=" Scan " tooltip="Scan[obj#108992]"]; 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=201764]"]; 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#67232, shardId#67228, qty#67235, worklistShardItemId#67229L, product#67231], 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#67232, shardId#67228, knownfloatingpointnormalized(normalizenanandzero(qty#67235)) AS qty#67235, worklistShardItemId#67229L, product#67231], functions=[])"]; } 53 [id="node53" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [shardId#67228, worklistShardItemId#67229L, product#67231, plant#67232, qty#67235]"]; 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#67231, plant#67232, 20), REPARTITION_BY_NUM, [plan_id=200688]"]; subgraph cluster55 { isCluster="true"; id="cluster55"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 56 [id="node56" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#67228,worklistShardItemId#67229L,version#67230,product#67231,plant#67232,periodStart#67233,periodEnd#67234,qty#67235]"]; } 57 [id="node57" labelType="html" label="BroadcastExchange time to broadcast: 1 ms time to build: 1 ms time to collect: 246 ms number of output rows: 980 data size: 2.0 MiB" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=201872]"]; subgraph cluster58 { isCluster="true"; id="cluster58"; label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n57 ms (1 ms, 3 ms, 4 ms (stage 2577.0: task 26677))"; 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)) 39 ms (1 ms, 2 ms, 3 ms (stage 2577.0: task 26679)) peak memory total (min, med, max (stageId: taskId)) 45.0 MiB (2.3 MiB, 2.3 MiB, 2.3 MiB (stage 2577.0: task 26683)) number of output rows: 980 number of sort fallback tasks: 0 avg hash probes per key (min, med, max (stageId: taskId)): (1, 1, 1 (stage 2577.0: task 26683))" tooltip="HashAggregate(keys=[shardId#109525, worklistShardItemId#109526L], functions=[max(version#109527)])"]; } 60 [id="node60" labelType="html" label="Exchange shuffle records written: 980 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 980 local bytes read total (min, med, max (stageId: taskId)) 27.7 KiB (553.0 B, 1639.0 B, 1855.0 B (stage 2577.0: task 26696)) merged fetch fallback count: 0 local blocks read: 231 remote merged chunks fetched: 0 remote blocks read: 138 data size total (min, med, max (stageId: taskId)) 45.9 KiB (1728.0 B, 2.3 KiB, 3.0 KiB (stage 2576.0: task 26663)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 22 ms (0 ms, 1 ms, 1 ms (stage 2576.0: task 26659)) 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 2577.0: task 26683)) remote bytes read total (min, med, max (stageId: taskId)) 16.9 KiB (348.0 B, 631.0 B, 1910.0 B (stage 2577.0: task 26686)) number of partitions: 20 remote reqs duration total (min, med, max (stageId: taskId)) 23 ms (0 ms, 1 ms, 3 ms (stage 2577.0: task 26682)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 44.6 KiB (1878.0 B, 2.3 KiB, 2.5 KiB (stage 2576.0: task 26663))" tooltip="Exchange hashpartitioning(shardId#109525, worklistShardItemId#109526L, 20), ENSURE_REQUIREMENTS, [plan_id=201868]"]; subgraph cluster61 { isCluster="true"; id="cluster61"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n638 ms (2 ms, 45 ms, 76 ms (stage 2576.0: task 26662))"; 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)) 7 ms (0 ms, 0 ms, 1 ms (stage 2576.0: task 26665)) peak memory total (min, med, max (stageId: taskId)) 5.0 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 2576.0: task 26661)) number of output rows: 980 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#109525, worklistShardItemId#109526L], functions=[partial_max(version#109527)])"]; 63 [id="node63" labelType="html" label="Filter number of output rows: 980" tooltip="Filter (isnotnull(shardId#109525) AND isnotnull(worklistShardItemId#109526L))"]; } 64 [id="node64" labelType="html" label="InMemoryTableScan number of output rows: 980" tooltip="InMemoryTableScan [shardId#109525, worklistShardItemId#109526L, version#109527], [isnotnull(shardId#109525), isnotnull(worklistShardItemId#109526L)]"]; 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#67231, plant#67232, 20), REPARTITION_BY_NUM, [plan_id=200688]"]; subgraph cluster66 { isCluster="true"; id="cluster66"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 67 [id="node67" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#67228,worklistShardItemId#67229L,version#67230,product#67231,plant#67232,periodStart#67233,periodEnd#67234,qty#67235]"]; } 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#67228, worklistShardItemId#67229L, version#109520, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [6]: [shardId#67228, worklistShardItemId#67229L, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058]
Arguments: [shardId#67228, worklistShardItemId#67229L, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058], [isnotnull(shardId#67228), isnotnull(worklistShardItemId#67229L)]

(4) InMemoryRelation
Arguments: [shardId#67228, worklistShardItemId#67229L, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058], StorageLevel(disk, memory, 2 replicas)

(5) InMemoryTableScan
Output [1]: [prodPlantResults#109003]
Arguments: [prodPlantResults#109003]

(6) InMemoryRelation
Arguments: [prodPlantResults#109003], StorageLevel(disk, memory, 2 replicas)

(7) Scan
Output [1]: [obj#108992]
Arguments: obj#108992: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[6338] at start at FileStorageAdapterImpl.java:177

(8) SerializeFromObject [codegen id : 1]
Input [1]: [obj#108992]
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#108995, 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#108996]

(9) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#108995, prodPlantResults#108996]
Condition : ((size(prodPlantResults#108996, true) > 0) AND isnotnull(prodPlantResults#108996))

(10) Project [codegen id : 1]
Output [1]: [prodPlantResults#108996]
Input [2]: [performanceMeasurements#108995, prodPlantResults#108996]

(11) Generate [codegen id : 1]
Input [1]: [prodPlantResults#108996]
Arguments: explode(prodPlantResults#108996), false, [prodPlantResults#109003]

(12) Project
Output [6]: [prodPlantResults#109003.productId AS product#109022, prodPlantResults#109003.plantId AS plant#109023, null AS qty#109049, null AS demandChannel#109029, null AS demandStream#109030, transform(prodPlantResults#109003.kpiResults, lambdafunction(struct(label, lambda kpi#109059.label, dateTime, lambda kpi#109059.datetime, value, lambda kpi#109059.value), lambda kpi#109059, false)) AS kpis#109058]
Input [1]: [prodPlantResults#109003]

(13) InMemoryTableScan
Output [1]: [prodPlantResults#109048]
Arguments: [prodPlantResults#109048], [(size(prodPlantResults#109048.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#109048.quantityKpiResults)]

(14) InMemoryRelation
Arguments: [prodPlantResults#109048], StorageLevel(disk, memory, 2 replicas)

(15) Filter [codegen id : 1]
Input [1]: [prodPlantResults#109048]
Condition : ((size(prodPlantResults#109048.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#109048.quantityKpiResults))

(16) Project [codegen id : 1]
Output [3]: [prodPlantResults#109048.productId AS _extract_productId#109174, prodPlantResults#109048.plantId AS _extract_plantId#109175, prodPlantResults#109048.quantityKpiResults AS _extract_quantityKpiResults#109176]
Input [1]: [prodPlantResults#109048]

(17) Generate [codegen id : 1]
Input [3]: [_extract_productId#109174, _extract_plantId#109175, _extract_quantityKpiResults#109176]
Arguments: explode(_extract_quantityKpiResults#109176), [_extract_productId#109174, _extract_plantId#109175], false, [quantityKpiResults#109015]

(18) Project
Output [6]: [_extract_productId#109174 AS product#109009, _extract_plantId#109175 AS plant#109010, quantityKpiResults#109015.quantity AS qty#109016, null AS demandChannel#109018, null AS demandStream#109019, transform(quantityKpiResults#109015.kpiResults, lambdafunction(struct(label, lambda kpi#109059.label, dateTime, lambda kpi#109059.datetime, value, lambda kpi#109059.value), lambda kpi#109059, false)) AS kpis#109172]
Input [3]: [_extract_productId#109174, _extract_plantId#109175, quantityKpiResults#109015]

(19) InMemoryTableScan
Output [1]: [prodPlantResults#109053]
Arguments: [prodPlantResults#109053], [(size(prodPlantResults#109053.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#109053.demandChannelStreamKpiResults)]

(20) InMemoryRelation
Arguments: [prodPlantResults#109053], StorageLevel(disk, memory, 2 replicas)

(21) Filter [codegen id : 2]
Input [1]: [prodPlantResults#109053]
Condition : ((size(prodPlantResults#109053.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#109053.demandChannelStreamKpiResults))

(22) Project [codegen id : 2]
Output [3]: [prodPlantResults#109053.productId AS _extract_productId#109177, prodPlantResults#109053.plantId AS _extract_plantId#109178, prodPlantResults#109053.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#109179]
Input [1]: [prodPlantResults#109053]

(23) Generate [codegen id : 2]
Input [3]: [_extract_productId#109177, _extract_plantId#109178, _extract_demandChannelStreamKpiResults#109179]
Arguments: explode(_extract_demandChannelStreamKpiResults#109179), [_extract_productId#109177, _extract_plantId#109178], false, [demandChannelStreamKpiResults#109037]

(24) Project
Output [6]: [_extract_productId#109177 AS product#109031, _extract_plantId#109178 AS plant#109032, null AS qty#109054, demandChannelStreamKpiResults#109037.demandChannel AS demandChannel#109039, demandChannelStreamKpiResults#109037.demandStream AS demandStream#109041, transform(demandChannelStreamKpiResults#109037.kpiResults, lambdafunction(struct(label, lambda kpi#109059.label, dateTime, lambda kpi#109059.datetime, value, lambda kpi#109059.value), lambda kpi#109059, false)) AS kpis#109173]
Input [3]: [_extract_productId#109177, _extract_plantId#109178, demandChannelStreamKpiResults#109037]

(25) Union

(26) InMemoryTableScan
Output [5]: [shardId#67228, worklistShardItemId#67229L, product#67231, plant#67232, qty#67235]
Arguments: [shardId#67228, worklistShardItemId#67229L, product#67231, plant#67232, qty#67235]

(27) InMemoryRelation
Arguments: [shardId#67228, worklistShardItemId#67229L, version#67230, product#67231, plant#67232, periodStart#67233, periodEnd#67234, qty#67235], StorageLevel(disk, memory, 2 replicas)

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#67228, worklistShardItemId#67229L, version#67230, product#67231, plant#67232, periodStart#67233, periodEnd#67234, qty#67235]
Arguments: [shardId#67228, worklistShardItemId#67229L, version#67230, product#67231, plant#67232, periodStart#67233, periodEnd#67234, qty#67235], SQLExecutionRDD[6193] at start at FileStorageAdapterImpl.java:177, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#67228, worklistShardItemId#67229L, version#67230, product#67231, plant#67232, periodStart#67233, periodEnd#67234, qty#67235]
Arguments: hashpartitioning(product#67231, plant#67232, 20), REPARTITION_BY_NUM, [plan_id=200688]

(30) HashAggregate [codegen id : 3]
Input [5]: [shardId#67228, worklistShardItemId#67229L, product#67231, plant#67232, qty#67235]
Keys [5]: [plant#67232, shardId#67228, knownfloatingpointnormalized(normalizenanandzero(qty#67235)) AS qty#67235, worklistShardItemId#67229L, product#67231]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#67232, shardId#67228, qty#67235, worklistShardItemId#67229L, product#67231]

(31) HashAggregate [codegen id : 3]
Input [5]: [plant#67232, shardId#67228, qty#67235, worklistShardItemId#67229L, product#67231]
Keys [5]: [plant#67232, shardId#67228, qty#67235, worklistShardItemId#67229L, product#67231]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#67228, worklistShardItemId#67229L, product#67231, plant#67232, qty#67235]

(32) BroadcastExchange
Input [5]: [shardId#67228, worklistShardItemId#67229L, product#67231, plant#67232, qty#67235]
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=201764]

(33) BroadcastHashJoin [codegen id : 4]
Left keys [4]: [coalesce(product#109022, ), isnull(product#109022), coalesce(plant#109023, ), isnull(plant#109023)]
Right keys [4]: [coalesce(product#67231, ), isnull(product#67231), coalesce(plant#67232, ), isnull(plant#67232)]
Join type: Inner
Join condition: ((qty#109049 <=> qty#67235) OR isnull(qty#67235))

(34) Project [codegen id : 4]
Output [6]: [shardId#67228, worklistShardItemId#67229L, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058]
Input [11]: [product#109022, plant#109023, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058, shardId#67228, worklistShardItemId#67229L, product#67231, plant#67232, qty#67235]

(35) Sort [codegen id : 4]
Input [6]: [shardId#67228, worklistShardItemId#67229L, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058]
Arguments: [demandChannel#109029 ASC NULLS FIRST, shardId#67228 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#109049)) AS qty#109049 ASC NULLS FIRST, worklistShardItemId#67229L ASC NULLS FIRST, demandStream#109030 ASC NULLS FIRST], false, 0

(36) SortAggregate
Input [6]: [shardId#67228, worklistShardItemId#67229L, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058]
Keys [5]: [demandChannel#109029, shardId#67228, knownfloatingpointnormalized(normalizenanandzero(qty#109049)) AS qty#109049, worklistShardItemId#67229L, demandStream#109030]
Functions [1]: [partial_first(kpis#109058, false)]
Aggregate Attributes [2]: [first#109235, valueSet#109236]
Results [7]: [demandChannel#109029, shardId#67228, qty#109049, worklistShardItemId#67229L, demandStream#109030, first#109237, valueSet#109238]

(37) Exchange
Input [7]: [demandChannel#109029, shardId#67228, qty#109049, worklistShardItemId#67229L, demandStream#109030, first#109237, valueSet#109238]
Arguments: hashpartitioning(demandChannel#109029, shardId#67228, qty#109049, worklistShardItemId#67229L, demandStream#109030, 20), ENSURE_REQUIREMENTS, [plan_id=201771]

(38) Sort [codegen id : 5]
Input [7]: [demandChannel#109029, shardId#67228, qty#109049, worklistShardItemId#67229L, demandStream#109030, first#109237, valueSet#109238]
Arguments: [demandChannel#109029 ASC NULLS FIRST, shardId#67228 ASC NULLS FIRST, qty#109049 ASC NULLS FIRST, worklistShardItemId#67229L ASC NULLS FIRST, demandStream#109030 ASC NULLS FIRST], false, 0

(39) SortAggregate
Input [7]: [demandChannel#109029, shardId#67228, qty#109049, worklistShardItemId#67229L, demandStream#109030, first#109237, valueSet#109238]
Keys [5]: [demandChannel#109029, shardId#67228, qty#109049, worklistShardItemId#67229L, demandStream#109030]
Functions [1]: [first(kpis#109058, false)]
Aggregate Attributes [1]: [first(kpis#109058)()#109170]
Results [6]: [shardId#67228, worklistShardItemId#67229L, qty#109049, demandChannel#109029, demandStream#109030, first(kpis#109058)()#109170 AS kpis#109171]

(40) Filter [codegen id : 3]
Input [6]: [shardId#67228, worklistShardItemId#67229L, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058]
Condition : (isnotnull(shardId#67228) AND isnotnull(worklistShardItemId#67229L))

(41) InMemoryTableScan
Output [3]: [shardId#109525, worklistShardItemId#109526L, version#109527]
Arguments: [shardId#109525, worklistShardItemId#109526L, version#109527], [isnotnull(shardId#109525), isnotnull(worklistShardItemId#109526L)]

(42) InMemoryRelation
Arguments: [shardId#109525, worklistShardItemId#109526L, version#109527, product#109528, plant#109529, periodStart#109530, periodEnd#109531, qty#109532], StorageLevel(disk, memory, 2 replicas)

(43) Filter [codegen id : 1]
Input [3]: [shardId#109525, worklistShardItemId#109526L, version#109527]
Condition : (isnotnull(shardId#109525) AND isnotnull(worklistShardItemId#109526L))

(44) HashAggregate [codegen id : 1]
Input [3]: [shardId#109525, worklistShardItemId#109526L, version#109527]
Keys [2]: [shardId#109525, worklistShardItemId#109526L]
Functions [1]: [partial_max(version#109527)]
Aggregate Attributes [1]: [max#109743]
Results [3]: [shardId#109525, worklistShardItemId#109526L, max#109744]

(45) Exchange
Input [3]: [shardId#109525, worklistShardItemId#109526L, max#109744]
Arguments: hashpartitioning(shardId#109525, worklistShardItemId#109526L, 20), ENSURE_REQUIREMENTS, [plan_id=201868]

(46) HashAggregate [codegen id : 2]
Input [3]: [shardId#109525, worklistShardItemId#109526L, max#109744]
Keys [2]: [shardId#109525, worklistShardItemId#109526L]
Functions [1]: [max(version#109527)]
Aggregate Attributes [1]: [max(version#109527)#109524]
Results [3]: [shardId#109525, worklistShardItemId#109526L, (max(version#109527)#109524 + 1) AS version#109520]

(47) BroadcastExchange
Input [3]: [shardId#109525, worklistShardItemId#109526L, version#109520]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=201872]

(48) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [shardId#67228, worklistShardItemId#67229L]
Right keys [2]: [shardId#109525, worklistShardItemId#109526L]
Join type: Inner
Join condition: None

(49) Project [codegen id : 3]
Output [7]: [shardId#67228, worklistShardItemId#67229L, version#109520, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058]
Input [9]: [shardId#67228, worklistShardItemId#67229L, qty#109049, demandChannel#109029, demandStream#109030, kpis#109058, shardId#109525, worklistShardItemId#109526L, version#109520]

(50) CollectLimit
Input: []
Arguments: 1

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	2
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	20
temporal.activity.id	67f898dc-c6d0-3482-9d27-c2a213d7ebd4
temporal.activity.type	RunStreamWithId