crp-order-quantity-kpi-service - Details for Query 288

Submitted Time: 2026/07/05 13:45:16
Duration: 1 s
Succeeded Jobs: 623 624

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))\n2.0 s (0 ms, 42 ms, 971 ms (stage 1328.0: task 8155))"; tooltip="WholeStageCodegen (3)"; 3 [id="node3" labelType="html" label=" Project " tooltip="Project [shardId#49871, worklistShardItemId#49872L, version#67007, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545]"]; 4 [id="node4" labelType="html" label="BroadcastHashJoin number of output rows: 780" tooltip="BroadcastHashJoin [shardId#49871, worklistShardItemId#49872L], [shardId#67012, worklistShardItemId#67013L], Inner, BuildRight, false"]; 5 [id="node5" labelType="html" label="Filter number of output rows: 780" tooltip="Filter (isnotnull(shardId#49871) AND isnotnull(worklistShardItemId#49872L))"]; } 6 [id="node6" labelType="html" label="InMemoryTableScan number of output rows: 780" tooltip="InMemoryTableScan [shardId#49871, worklistShardItemId#49872L, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545], [isnotnull(shardId#49871), isnotnull(worklistShardItemId#49872L)]"]; 7 [id="node7" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#66516, shardId#49871, qty#66536, worklistShardItemId#49872L, demandStream#66517], functions=[first(kpis#66545, 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#66516 ASC NULLS FIRST, shardId#49871 ASC NULLS FIRST, qty#66536 ASC NULLS FIRST, worklistShardItemId#49872L ASC NULLS FIRST, demandStream#66517 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#66516, shardId#49871, qty#66536, worklistShardItemId#49872L, demandStream#66517, 8), ENSURE_REQUIREMENTS, [plan_id=329676]"]; 11 [id="node11" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#66516, shardId#49871, knownfloatingpointnormalized(normalizenanandzero(qty#66536)) AS qty#66536, worklistShardItemId#49872L, demandStream#66517], functions=[partial_first(kpis#66545, false)])"]; subgraph cluster12 { isCluster="true"; id="cluster12"; label="WholeStageCodegen (4)\n \nduration: 0 ms"; 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label=" Union " tooltip="Union"]; 17 [id="node17" labelType="html" label=" Project " tooltip="Project [prodPlantResults#66490.productId AS product#66509, prodPlantResults#66490.plantId AS plant#66510, null AS qty#66536, null AS demandChannel#66516, null AS demandStream#66517, transform(prodPlantResults#66490.kpiResults, lambdafunction(struct(label, lambda kpi#66546.label, dateTime, lambda kpi#66546.datetime, value, lambda kpi#66546.value), lambda kpi#66546, false)) AS kpis#66545]"]; 18 [id="node18" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#66490]"]; subgraph cluster19 { isCluster="true"; id="cluster19"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 20 [id="node20" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#66483), false, [prodPlantResults#66490]"]; 21 [id="node21" labelType="html" label=" Project " tooltip="Project [prodPlantResults#66483]"]; 22 [id="node22" 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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#66483]"]; } 24 [id="node24" labelType="html" label=" Scan " tooltip="Scan[obj#66479]"]; 25 [id="node25" labelType="html" label=" Project " tooltip="Project [_extract_productId#66661 AS product#66496, _extract_plantId#66662 AS plant#66497, quantityKpiResults#66502.quantity AS qty#66503, null AS demandChannel#66505, null AS demandStream#66506, transform(quantityKpiResults#66502.kpiResults, lambdafunction(struct(label, lambda kpi#66546.label, dateTime, lambda kpi#66546.datetime, value, lambda kpi#66546.value), lambda kpi#66546, false)) AS kpis#66659]"]; 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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[id="node32" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#66483), false, [prodPlantResults#66490]"]; 33 [id="node33" labelType="html" label=" Project " tooltip="Project [prodPlantResults#66483]"]; 34 [id="node34" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#66483, true) > 0) AND isnotnull(prodPlantResults#66483))"]; 35 [id="node35" 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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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#66483]"]; } 36 [id="node36" labelType="html" label=" Scan " tooltip="Scan[obj#66479]"]; 37 [id="node37" labelType="html" label=" Project " tooltip="Project [_extract_productId#66664 AS product#66518, _extract_plantId#66665 AS plant#66519, null AS qty#66541, demandChannelStreamKpiResults#66524.demandChannel AS demandChannel#66526, demandChannelStreamKpiResults#66524.demandStream AS demandStream#66528, transform(demandChannelStreamKpiResults#66524.kpiResults, lambdafunction(struct(label, lambda kpi#66546.label, dateTime, lambda kpi#66546.datetime, value, lambda kpi#66546.value), lambda kpi#66546, false)) AS kpis#66660]"]; 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#66666), [_extract_productId#66664, _extract_plantId#66665], false, [demandChannelStreamKpiResults#66524]"]; 40 [id="node40" labelType="html" label=" Project " tooltip="Project [prodPlantResults#66540.productId AS _extract_productId#66664, prodPlantResults#66540.plantId AS _extract_plantId#66665, prodPlantResults#66540.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#66666]"]; 41 [id="node41" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((size(prodPlantResults#66540.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#66540.demandChannelStreamKpiResults))"]; } 42 [id="node42" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#66540], [(size(prodPlantResults#66540.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#66540.demandChannelStreamKpiResults)]"]; subgraph cluster43 { isCluster="true"; id="cluster43"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 44 [id="node44" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#66483), false, [prodPlantResults#66490]"]; 45 [id="node45" labelType="html" label=" Project " tooltip="Project [prodPlantResults#66483]"]; 46 [id="node46" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#66483, true) > 0) AND isnotnull(prodPlantResults#66483))"]; 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), 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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#66483]"]; } 48 [id="node48" labelType="html" label=" Scan " tooltip="Scan[obj#66479]"]; 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=329669]"]; 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#49875, shardId#49871, qty#49878, worklistShardItemId#49872L, product#49874], 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#49875, shardId#49871, knownfloatingpointnormalized(normalizenanandzero(qty#49878)) AS qty#49878, worklistShardItemId#49872L, product#49874], functions=[])"]; } 53 [id="node53" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [shardId#49871, worklistShardItemId#49872L, product#49874, plant#49875, qty#49878]"]; 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#49874, plant#49875, 8), REPARTITION_BY_NUM, [plan_id=328926]"]; subgraph cluster55 { isCluster="true"; id="cluster55"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 56 [id="node56" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#49871,worklistShardItemId#49872L,version#49873,product#49874,plant#49875,periodStart#49876,periodEnd#49877,qty#49878]"]; } 57 [id="node57" labelType="html" label="BroadcastExchange time to broadcast: 0 ms time to build: 4 ms time to collect: 686 ms number of output rows: 195 data size: 2.0 MiB" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=329777]"]; subgraph cluster58 { isCluster="true"; id="cluster58"; label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n28 ms (2 ms, 3 ms, 6 ms (stage 1321.0: task 8142))"; 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)) 15 ms (1 ms, 2 ms, 3 ms (stage 1321.0: task 8140)) peak memory total (min, med, max (stageId: taskId)) 18.0 MiB (2.3 MiB, 2.3 MiB, 2.3 MiB (stage 1321.0: task 8143)) number of output rows: 195 number of sort fallback tasks: 0 avg hash probes per key (min, med, max (stageId: taskId)): (1, 1, 1 (stage 1321.0: task 8143))" tooltip="HashAggregate(keys=[shardId#67012, worklistShardItemId#67013L], functions=[max(version#67014)])"]; } 60 [id="node60" labelType="html" label="Exchange shuffle records written: 195 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 195 local bytes read total (min, med, max (stageId: taskId)) 5.0 KiB (277.0 B, 752.0 B, 810.0 B (stage 1321.0: task 8144)) merged fetch fallback count: 0 local blocks read: 40 remote merged chunks fetched: 0 remote blocks read: 21 data size total (min, med, max (stageId: taskId)) 9.1 KiB (816.0 B, 1296.0 B, 1440.0 B (stage 1320.0: task 8138)) 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 1320.0: task 8138)) 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)) 5 ms (0 ms, 1 ms, 2 ms (stage 1321.0: task 8144)) remote bytes read total (min, med, max (stageId: taskId)) 2.5 KiB (95.0 B, 227.0 B, 774.0 B (stage 1321.0: task 8142)) number of partitions: 8 remote reqs duration total (min, med, max (stageId: taskId)) 24 ms (3 ms, 3 ms, 3 ms (stage 1321.0: task 8143)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 7.5 KiB (723.0 B, 989.0 B, 1054.0 B (stage 1320.0: task 8138))" tooltip="Exchange hashpartitioning(shardId#67012, worklistShardItemId#67013L, 8), ENSURE_REQUIREMENTS, [plan_id=329773]"]; subgraph cluster61 { isCluster="true"; id="cluster61"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n530 ms (1 ms, 44 ms, 218 ms (stage 1320.0: task 8134))"; 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)) 12 ms (0 ms, 0 ms, 6 ms (stage 1320.0: task 8132)) peak memory total (min, med, max (stageId: taskId)) 2.0 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 1320.0: task 8133)) number of output rows: 195 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#67012, worklistShardItemId#67013L], functions=[partial_max(version#67014)])"]; 63 [id="node63" labelType="html" label="Filter number of output rows: 195" tooltip="Filter (isnotnull(shardId#67012) AND isnotnull(worklistShardItemId#67013L))"]; } 64 [id="node64" labelType="html" label="InMemoryTableScan number of output rows: 195" tooltip="InMemoryTableScan [shardId#67012, worklistShardItemId#67013L, version#67014], [isnotnull(shardId#67012), isnotnull(worklistShardItemId#67013L)]"]; 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#49874, plant#49875, 8), REPARTITION_BY_NUM, [plan_id=328926]"]; subgraph cluster66 { isCluster="true"; id="cluster66"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 67 [id="node67" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#49871,worklistShardItemId#49872L,version#49873,product#49874,plant#49875,periodStart#49876,periodEnd#49877,qty#49878]"]; } 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#49871, worklistShardItemId#49872L, version#67007, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [6]: [shardId#49871, worklistShardItemId#49872L, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545]
Arguments: [shardId#49871, worklistShardItemId#49872L, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545], [isnotnull(shardId#49871), isnotnull(worklistShardItemId#49872L)]

(4) InMemoryRelation
Arguments: [shardId#49871, worklistShardItemId#49872L, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545], StorageLevel(disk, memory, 2 replicas)

(5) InMemoryTableScan
Output [1]: [prodPlantResults#66490]
Arguments: [prodPlantResults#66490]

(6) InMemoryRelation
Arguments: [prodPlantResults#66490], StorageLevel(disk, memory, 2 replicas)

(7) Scan
Output [1]: [obj#66479]
Arguments: obj#66479: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[3384] at start at FileStorageAdapterImpl.java:174

(8) SerializeFromObject [codegen id : 1]
Input [1]: [obj#66479]
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#66482, 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#66483]

(9) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#66482, prodPlantResults#66483]
Condition : ((size(prodPlantResults#66483, true) > 0) AND isnotnull(prodPlantResults#66483))

(10) Project [codegen id : 1]
Output [1]: [prodPlantResults#66483]
Input [2]: [performanceMeasurements#66482, prodPlantResults#66483]

(11) Generate [codegen id : 1]
Input [1]: [prodPlantResults#66483]
Arguments: explode(prodPlantResults#66483), false, [prodPlantResults#66490]

(12) Project
Output [6]: [prodPlantResults#66490.productId AS product#66509, prodPlantResults#66490.plantId AS plant#66510, null AS qty#66536, null AS demandChannel#66516, null AS demandStream#66517, transform(prodPlantResults#66490.kpiResults, lambdafunction(struct(label, lambda kpi#66546.label, dateTime, lambda kpi#66546.datetime, value, lambda kpi#66546.value), lambda kpi#66546, false)) AS kpis#66545]
Input [1]: [prodPlantResults#66490]

(13) InMemoryTableScan
Output [1]: [prodPlantResults#66535]
Arguments: [prodPlantResults#66535], [(size(prodPlantResults#66535.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#66535.quantityKpiResults)]

(14) InMemoryRelation
Arguments: [prodPlantResults#66535], StorageLevel(disk, memory, 2 replicas)

(15) Filter [codegen id : 1]
Input [1]: [prodPlantResults#66535]
Condition : ((size(prodPlantResults#66535.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#66535.quantityKpiResults))

(16) Project [codegen id : 1]
Output [3]: [prodPlantResults#66535.productId AS _extract_productId#66661, prodPlantResults#66535.plantId AS _extract_plantId#66662, prodPlantResults#66535.quantityKpiResults AS _extract_quantityKpiResults#66663]
Input [1]: [prodPlantResults#66535]

(17) Generate [codegen id : 1]
Input [3]: [_extract_productId#66661, _extract_plantId#66662, _extract_quantityKpiResults#66663]
Arguments: explode(_extract_quantityKpiResults#66663), [_extract_productId#66661, _extract_plantId#66662], false, [quantityKpiResults#66502]

(18) Project
Output [6]: [_extract_productId#66661 AS product#66496, _extract_plantId#66662 AS plant#66497, quantityKpiResults#66502.quantity AS qty#66503, null AS demandChannel#66505, null AS demandStream#66506, transform(quantityKpiResults#66502.kpiResults, lambdafunction(struct(label, lambda kpi#66546.label, dateTime, lambda kpi#66546.datetime, value, lambda kpi#66546.value), lambda kpi#66546, false)) AS kpis#66659]
Input [3]: [_extract_productId#66661, _extract_plantId#66662, quantityKpiResults#66502]

(19) InMemoryTableScan
Output [1]: [prodPlantResults#66540]
Arguments: [prodPlantResults#66540], [(size(prodPlantResults#66540.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#66540.demandChannelStreamKpiResults)]

(20) InMemoryRelation
Arguments: [prodPlantResults#66540], StorageLevel(disk, memory, 2 replicas)

(21) Filter [codegen id : 2]
Input [1]: [prodPlantResults#66540]
Condition : ((size(prodPlantResults#66540.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#66540.demandChannelStreamKpiResults))

(22) Project [codegen id : 2]
Output [3]: [prodPlantResults#66540.productId AS _extract_productId#66664, prodPlantResults#66540.plantId AS _extract_plantId#66665, prodPlantResults#66540.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#66666]
Input [1]: [prodPlantResults#66540]

(23) Generate [codegen id : 2]
Input [3]: [_extract_productId#66664, _extract_plantId#66665, _extract_demandChannelStreamKpiResults#66666]
Arguments: explode(_extract_demandChannelStreamKpiResults#66666), [_extract_productId#66664, _extract_plantId#66665], false, [demandChannelStreamKpiResults#66524]

(24) Project
Output [6]: [_extract_productId#66664 AS product#66518, _extract_plantId#66665 AS plant#66519, null AS qty#66541, demandChannelStreamKpiResults#66524.demandChannel AS demandChannel#66526, demandChannelStreamKpiResults#66524.demandStream AS demandStream#66528, transform(demandChannelStreamKpiResults#66524.kpiResults, lambdafunction(struct(label, lambda kpi#66546.label, dateTime, lambda kpi#66546.datetime, value, lambda kpi#66546.value), lambda kpi#66546, false)) AS kpis#66660]
Input [3]: [_extract_productId#66664, _extract_plantId#66665, demandChannelStreamKpiResults#66524]

(25) Union

(26) InMemoryTableScan
Output [5]: [shardId#49871, worklistShardItemId#49872L, product#49874, plant#49875, qty#49878]
Arguments: [shardId#49871, worklistShardItemId#49872L, product#49874, plant#49875, qty#49878]

(27) InMemoryRelation
Arguments: [shardId#49871, worklistShardItemId#49872L, version#49873, product#49874, plant#49875, periodStart#49876, periodEnd#49877, qty#49878], StorageLevel(disk, memory, 2 replicas)

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#49871, worklistShardItemId#49872L, version#49873, product#49874, plant#49875, periodStart#49876, periodEnd#49877, qty#49878]
Arguments: [shardId#49871, worklistShardItemId#49872L, version#49873, product#49874, plant#49875, periodStart#49876, periodEnd#49877, qty#49878], SQLExecutionRDD[3282] at start at FileStorageAdapterImpl.java:174, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#49871, worklistShardItemId#49872L, version#49873, product#49874, plant#49875, periodStart#49876, periodEnd#49877, qty#49878]
Arguments: hashpartitioning(product#49874, plant#49875, 8), REPARTITION_BY_NUM, [plan_id=328926]

(30) HashAggregate [codegen id : 3]
Input [5]: [shardId#49871, worklistShardItemId#49872L, product#49874, plant#49875, qty#49878]
Keys [5]: [plant#49875, shardId#49871, knownfloatingpointnormalized(normalizenanandzero(qty#49878)) AS qty#49878, worklistShardItemId#49872L, product#49874]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#49875, shardId#49871, qty#49878, worklistShardItemId#49872L, product#49874]

(31) HashAggregate [codegen id : 3]
Input [5]: [plant#49875, shardId#49871, qty#49878, worklistShardItemId#49872L, product#49874]
Keys [5]: [plant#49875, shardId#49871, qty#49878, worklistShardItemId#49872L, product#49874]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#49871, worklistShardItemId#49872L, product#49874, plant#49875, qty#49878]

(32) BroadcastExchange
Input [5]: [shardId#49871, worklistShardItemId#49872L, product#49874, plant#49875, qty#49878]
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=329669]

(33) BroadcastHashJoin [codegen id : 4]
Left keys [4]: [coalesce(product#66509, ), isnull(product#66509), coalesce(plant#66510, ), isnull(plant#66510)]
Right keys [4]: [coalesce(product#49874, ), isnull(product#49874), coalesce(plant#49875, ), isnull(plant#49875)]
Join type: Inner
Join condition: ((qty#66536 <=> qty#49878) OR isnull(qty#49878))

(34) Project [codegen id : 4]
Output [6]: [shardId#49871, worklistShardItemId#49872L, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545]
Input [11]: [product#66509, plant#66510, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545, shardId#49871, worklistShardItemId#49872L, product#49874, plant#49875, qty#49878]

(35) Sort [codegen id : 4]
Input [6]: [shardId#49871, worklistShardItemId#49872L, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545]
Arguments: [demandChannel#66516 ASC NULLS FIRST, shardId#49871 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#66536)) AS qty#66536 ASC NULLS FIRST, worklistShardItemId#49872L ASC NULLS FIRST, demandStream#66517 ASC NULLS FIRST], false, 0

(36) SortAggregate
Input [6]: [shardId#49871, worklistShardItemId#49872L, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545]
Keys [5]: [demandChannel#66516, shardId#49871, knownfloatingpointnormalized(normalizenanandzero(qty#66536)) AS qty#66536, worklistShardItemId#49872L, demandStream#66517]
Functions [1]: [partial_first(kpis#66545, false)]
Aggregate Attributes [2]: [first#66722, valueSet#66723]
Results [7]: [demandChannel#66516, shardId#49871, qty#66536, worklistShardItemId#49872L, demandStream#66517, first#66724, valueSet#66725]

(37) Exchange
Input [7]: [demandChannel#66516, shardId#49871, qty#66536, worklistShardItemId#49872L, demandStream#66517, first#66724, valueSet#66725]
Arguments: hashpartitioning(demandChannel#66516, shardId#49871, qty#66536, worklistShardItemId#49872L, demandStream#66517, 8), ENSURE_REQUIREMENTS, [plan_id=329676]

(38) Sort [codegen id : 5]
Input [7]: [demandChannel#66516, shardId#49871, qty#66536, worklistShardItemId#49872L, demandStream#66517, first#66724, valueSet#66725]
Arguments: [demandChannel#66516 ASC NULLS FIRST, shardId#49871 ASC NULLS FIRST, qty#66536 ASC NULLS FIRST, worklistShardItemId#49872L ASC NULLS FIRST, demandStream#66517 ASC NULLS FIRST], false, 0

(39) SortAggregate
Input [7]: [demandChannel#66516, shardId#49871, qty#66536, worklistShardItemId#49872L, demandStream#66517, first#66724, valueSet#66725]
Keys [5]: [demandChannel#66516, shardId#49871, qty#66536, worklistShardItemId#49872L, demandStream#66517]
Functions [1]: [first(kpis#66545, false)]
Aggregate Attributes [1]: [first(kpis#66545)()#66657]
Results [6]: [shardId#49871, worklistShardItemId#49872L, qty#66536, demandChannel#66516, demandStream#66517, first(kpis#66545)()#66657 AS kpis#66658]

(40) Filter [codegen id : 3]
Input [6]: [shardId#49871, worklistShardItemId#49872L, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545]
Condition : (isnotnull(shardId#49871) AND isnotnull(worklistShardItemId#49872L))

(41) InMemoryTableScan
Output [3]: [shardId#67012, worklistShardItemId#67013L, version#67014]
Arguments: [shardId#67012, worklistShardItemId#67013L, version#67014], [isnotnull(shardId#67012), isnotnull(worklistShardItemId#67013L)]

(42) InMemoryRelation
Arguments: [shardId#67012, worklistShardItemId#67013L, version#67014, product#67015, plant#67016, periodStart#67017, periodEnd#67018, qty#67019], StorageLevel(disk, memory, 2 replicas)

(43) Filter [codegen id : 1]
Input [3]: [shardId#67012, worklistShardItemId#67013L, version#67014]
Condition : (isnotnull(shardId#67012) AND isnotnull(worklistShardItemId#67013L))

(44) HashAggregate [codegen id : 1]
Input [3]: [shardId#67012, worklistShardItemId#67013L, version#67014]
Keys [2]: [shardId#67012, worklistShardItemId#67013L]
Functions [1]: [partial_max(version#67014)]
Aggregate Attributes [1]: [max#67230]
Results [3]: [shardId#67012, worklistShardItemId#67013L, max#67231]

(45) Exchange
Input [3]: [shardId#67012, worklistShardItemId#67013L, max#67231]
Arguments: hashpartitioning(shardId#67012, worklistShardItemId#67013L, 8), ENSURE_REQUIREMENTS, [plan_id=329773]

(46) HashAggregate [codegen id : 2]
Input [3]: [shardId#67012, worklistShardItemId#67013L, max#67231]
Keys [2]: [shardId#67012, worklistShardItemId#67013L]
Functions [1]: [max(version#67014)]
Aggregate Attributes [1]: [max(version#67014)#67011]
Results [3]: [shardId#67012, worklistShardItemId#67013L, (max(version#67014)#67011 + 1) AS version#67007]

(47) BroadcastExchange
Input [3]: [shardId#67012, worklistShardItemId#67013L, version#67007]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=329777]

(48) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [shardId#49871, worklistShardItemId#49872L]
Right keys [2]: [shardId#67012, worklistShardItemId#67013L]
Join type: Inner
Join condition: None

(49) Project [codegen id : 3]
Output [7]: [shardId#49871, worklistShardItemId#49872L, version#67007, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545]
Input [9]: [shardId#49871, worklistShardItemId#49872L, qty#66536, demandChannel#66516, demandStream#66517, kpis#66545, shardId#67012, worklistShardItemId#67013L, version#67007]

(50) CollectLimit
Input: []
Arguments: 1

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
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	8
temporal.activity.id	08f0af15-37eb-341d-bd4e-9ee8edbafb1f
temporal.activity.type	RunStreamWithId