crp-order-quantity-kpi-service - Details for Query 72194

Submitted Time: 2026/05/22 09:03:11
Duration: 0.9 s
Succeeded Jobs: 115042

Plan Visualization

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

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isnotnull(worklistShardItemId#15170617L))"]; } 5 [id="node5" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [shardId#15170616, worklistShardItemId#15170617L, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838], [isnotnull(shardId#15170616), isnotnull(worklistShardItemId#15170617L)]"]; 6 [id="node6" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#15421809, shardId#15170616, qty#15421829, worklistShardItemId#15170617L, demandStream#15421810], functions=[first(kpis#15421838, false)])"]; subgraph cluster7 { isCluster="true"; id="cluster7"; label="WholeStageCodegen (5)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (5)"; 8 [id="node8" labelType="html" label="Sort sort time: 0 ms peak memory: 0.0 B spill size: 0.0 B" tooltip="Sort [demandChannel#15421809 ASC NULLS FIRST, shardId#15170616 ASC NULLS FIRST, qty#15421829 ASC NULLS FIRST, worklistShardItemId#15170617L ASC NULLS FIRST, demandStream#15421810 ASC NULLS FIRST], false, 0"]; } 9 [id="node9" labelType="html" label="Exchange shuffle records written: 0 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 0 local bytes read: 0.0 B merged fetch fallback count: 0 local blocks read: 0 remote merged chunks fetched: 0 remote blocks read: 0 data size: 0.0 B local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time: 0 ms remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 0 ms remote bytes read: 0.0 B number of partitions: 0 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 0.0 B" tooltip="Exchange hashpartitioning(demandChannel#15421809, shardId#15170616, qty#15421829, worklistShardItemId#15170617L, demandStream#15421810, 30), ENSURE_REQUIREMENTS, [plan_id=21667070]"]; 10 [id="node10" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#15421809, shardId#15170616, knownfloatingpointnormalized(normalizenanandzero(qty#15421829)) AS qty#15421829, worklistShardItemId#15170617L, demandStream#15421810], functions=[partial_first(kpis#15421838, false)])"]; subgraph cluster11 { isCluster="true"; id="cluster11"; label="WholeStageCodegen (4)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (4)"; 12 [id="node12" labelType="html" label="Sort sort time: 0 ms peak memory: 0.0 B spill size: 0.0 B" tooltip="Sort [demandChannel#15421809 ASC NULLS FIRST, shardId#15170616 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#15421829)) AS qty#15421829 ASC NULLS FIRST, worklistShardItemId#15170617L ASC NULLS FIRST, demandStream#15421810 ASC NULLS FIRST], false, 0"]; 13 [id="node13" labelType="html" label=" Project " tooltip="Project [shardId#15170616, worklistShardItemId#15170617L, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838]"]; 14 [id="node14" labelType="html" label="BroadcastHashJoin number of output rows: 0" tooltip="BroadcastHashJoin [coalesce(product#15421802, ), isnull(product#15421802), coalesce(plant#15421803, ), isnull(plant#15421803)], [coalesce(product#15170619, ), isnull(product#15170619), coalesce(plant#15170620, ), isnull(plant#15170620)], Inner, BuildRight, ((qty#15421829 <=> qty#15170623) OR isnull(qty#15170623)), false"]; } 15 [id="node15" labelType="html" label=" Union " tooltip="Union"]; 16 [id="node16" labelType="html" label=" Project " tooltip="Project [prodPlantResults#15421783.productId AS product#15421802, prodPlantResults#15421783.plantId AS plant#15421803, null AS qty#15421829, null AS demandChannel#15421809, null AS demandStream#15421810, transform(prodPlantResults#15421783.kpiResults, lambdafunction(struct(label, lambda kpi#15421839.label, dateTime, lambda kpi#15421839.datetime, value, lambda kpi#15421839.value), lambda kpi#15421839, false)) AS kpis#15421838]"]; 17 [id="node17" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#15421783]"]; subgraph cluster18 { isCluster="true"; id="cluster18"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 19 [id="node19" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#15421776), false, [prodPlantResults#15421783]"]; 20 [id="node20" labelType="html" label=" Project " tooltip="Project [prodPlantResults#15421776]"]; 21 [id="node21" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#15421776, true) > 0) AND isnotnull(prodPlantResults#15421776))"]; 22 [id="node22" labelType="html" label=" SerializeFromObject " tooltip="SerializeFromObject [mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), 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com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult)))) null else named_struct(demandChannel, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandChannel()))), demandStream, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), 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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))).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), 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transform(quantityKpiResults#15421795.kpiResults, lambdafunction(struct(label, lambda kpi#15421839.label, dateTime, lambda kpi#15421839.datetime, value, lambda kpi#15421839.value), lambda kpi#15421839, false)) AS kpis#15421952]"]; subgraph cluster25 { isCluster="true"; id="cluster25"; label="WholeStageCodegen (1)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (1)"; 26 [id="node26" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_quantityKpiResults#15421956), [_extract_productId#15421954, _extract_plantId#15421955], false, [quantityKpiResults#15421795]"]; 27 [id="node27" labelType="html" label=" Project " tooltip="Project [prodPlantResults#15421828.productId AS _extract_productId#15421954, prodPlantResults#15421828.plantId AS _extract_plantId#15421955, prodPlantResults#15421828.quantityKpiResults AS _extract_quantityKpiResults#15421956]"]; 28 [id="node28" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((size(prodPlantResults#15421828.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#15421828.quantityKpiResults))"]; } 29 [id="node29" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#15421828], [(size(prodPlantResults#15421828.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#15421828.quantityKpiResults)]"]; subgraph cluster30 { isCluster="true"; id="cluster30"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 31 [id="node31" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#15421776), false, [prodPlantResults#15421783]"]; 32 [id="node32" labelType="html" label=" Project " tooltip="Project [prodPlantResults#15421776]"]; 33 [id="node33" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#15421776, true) > 0) AND isnotnull(prodPlantResults#15421776))"]; 34 [id="node34" labelType="html" label=" SerializeFromObject " tooltip="SerializeFromObject [mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement)))) null else named_struct(measuredUnit, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getMeasuredUnit()))), numberOfCalls, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getNumberOfCalls()), parent, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getParent()))), runtime, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getRuntime())), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getPerformanceMeasurements()), None) AS performanceMeasurements#15421775, 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), 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None)), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getDemandChannelStreamKpiResults()), None), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), 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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), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getPlantId()))), productId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getProductId()))), quantityKpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), 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StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class 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#15421776]"]; } 35 [id="node35" labelType="html" label=" Scan " tooltip="Scan[obj#15421772]"]; 36 [id="node36" labelType="html" label=" Project " tooltip="Project [_extract_productId#15421957 AS product#15421811, _extract_plantId#15421958 AS plant#15421812, null AS qty#15421834, demandChannelStreamKpiResults#15421817.demandChannel AS demandChannel#15421819, demandChannelStreamKpiResults#15421817.demandStream AS demandStream#15421821, transform(demandChannelStreamKpiResults#15421817.kpiResults, lambdafunction(struct(label, lambda kpi#15421839.label, dateTime, lambda kpi#15421839.datetime, value, lambda kpi#15421839.value), lambda kpi#15421839, false)) AS kpis#15421953]"]; subgraph cluster37 { isCluster="true"; id="cluster37"; label="WholeStageCodegen (2)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (2)"; 38 [id="node38" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_demandChannelStreamKpiResults#15421959), [_extract_productId#15421957, _extract_plantId#15421958], false, [demandChannelStreamKpiResults#15421817]"]; 39 [id="node39" labelType="html" label=" Project " tooltip="Project [prodPlantResults#15421833.productId AS _extract_productId#15421957, prodPlantResults#15421833.plantId AS _extract_plantId#15421958, prodPlantResults#15421833.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#15421959]"]; 40 [id="node40" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((size(prodPlantResults#15421833.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#15421833.demandChannelStreamKpiResults))"]; } 41 [id="node41" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#15421833], [(size(prodPlantResults#15421833.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#15421833.demandChannelStreamKpiResults)]"]; subgraph cluster42 { isCluster="true"; id="cluster42"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 43 [id="node43" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#15421776), false, [prodPlantResults#15421783]"]; 44 [id="node44" labelType="html" label=" Project " tooltip="Project [prodPlantResults#15421776]"]; 45 [id="node45" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#15421776, true) > 0) AND isnotnull(prodPlantResults#15421776))"]; 46 [id="node46" labelType="html" label=" SerializeFromObject " tooltip="SerializeFromObject [mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement)))) null else named_struct(measuredUnit, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getMeasuredUnit()))), numberOfCalls, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getNumberOfCalls()), parent, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getParent()))), runtime, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getRuntime())), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getPerformanceMeasurements()), None) AS performanceMeasurements#15421775, 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#15421776]"]; } 47 [id="node47" labelType="html" label=" Scan " tooltip="Scan[obj#15421772]"]; 48 [id="node48" labelType="html" label="BroadcastExchange time to broadcast: 0 ms time to build: 0 ms time to collect: 0 ms number of output rows: 0 data size: 0.0 B" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(coalesce(input[2, string, true], ), isnull(input[2, string, true]), coalesce(input[3, string, true], ), isnull(input[3, string, true])),false), [plan_id=21667063]"]; subgraph cluster49 { isCluster="true"; id="cluster49"; label="WholeStageCodegen (3)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (3)"; 50 [id="node50" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build: 0 ms peak memory: 0.0 B number of output rows: 0 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[plant#15170620, shardId#15170616, qty#15170623, worklistShardItemId#15170617L, product#15170619], functions=[])"]; 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#15170620, shardId#15170616, knownfloatingpointnormalized(normalizenanandzero(qty#15170623)) AS qty#15170623, worklistShardItemId#15170617L, product#15170619], functions=[])"]; } 52 [id="node52" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [shardId#15170616, worklistShardItemId#15170617L, product#15170619, plant#15170620, qty#15170623]"]; 53 [id="node53" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#15170619, plant#15170620, 30), REPARTITION_BY_NUM, [plan_id=21666077]"]; subgraph cluster54 { isCluster="true"; id="cluster54"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 55 [id="node55" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#15170616,worklistShardItemId#15170617L,version#15170618,product#15170619,plant#15170620,periodStart#15170621,periodEnd#15170622,qty#15170623]"]; } 56 [id="node56" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=21667171]"]; subgraph cluster57 { isCluster="true"; id="cluster57"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 58 [id="node58" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[shardId#15422305, worklistShardItemId#15422306L], functions=[max(version#15422307)])"]; } 59 [id="node59" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(shardId#15422305, worklistShardItemId#15422306L, 30), ENSURE_REQUIREMENTS, [plan_id=21667167]"]; subgraph cluster60 { isCluster="true"; id="cluster60"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 61 [id="node61" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[shardId#15422305, worklistShardItemId#15422306L], functions=[partial_max(version#15422307)])"]; 62 [id="node62" labelType="html" label=" Filter " tooltip="Filter (isnotnull(shardId#15422305) AND isnotnull(worklistShardItemId#15422306L))"]; } 63 [id="node63" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#15422305, worklistShardItemId#15422306L, version#15422307], [isnotnull(shardId#15422305), isnotnull(worklistShardItemId#15422306L)]"]; 64 [id="node64" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#15170619, plant#15170620, 30), REPARTITION_BY_NUM, [plan_id=21666077]"]; subgraph cluster65 { isCluster="true"; id="cluster65"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 66 [id="node66" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#15170616,worklistShardItemId#15170617L,version#15170618,product#15170619,plant#15170620,periodStart#15170621,periodEnd#15170622,qty#15170623]"]; } 2->0; 3->2; 4->3; 5->4; 6->5; 8->6; 9->8; 10->9; 12->10; 13->12; 14->13; 15->14; 16->15; 17->16; 19->17; 20->19; 21->20; 22->21; 23->22; 24->15; 26->24; 27->26; 28->27; 29->28; 31->29; 32->31; 33->32; 34->33; 35->34; 36->15; 38->36; 39->38; 40->39; 41->40; 43->41; 44->43; 45->44; 46->45; 47->46; 48->14; 50->48; 51->50; 52->51; 53->52; 55->53; 56->3; 58->56; 59->58; 61->59; 62->61; 63->62; 64->63; 66->64; }

Details

== Physical Plan ==
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 [7]: [shardId#15170616, worklistShardItemId#15170617L, version#15422300, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838]
Arguments: [shardId#15170616, worklistShardItemId#15170617L, version#15422300, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838]

(2) InMemoryRelation
Arguments: [shardId#15170616, worklistShardItemId#15170617L, version#15422300, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838]
Arguments: [shardId#15170616, worklistShardItemId#15170617L, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838], [isnotnull(shardId#15170616), isnotnull(worklistShardItemId#15170617L)]

(4) InMemoryRelation
Arguments: [shardId#15170616, worklistShardItemId#15170617L, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838], StorageLevel(disk, memory, 2 replicas)

(5) InMemoryTableScan
Output [1]: [prodPlantResults#15421783]
Arguments: [prodPlantResults#15421783]

(6) InMemoryRelation
Arguments: [prodPlantResults#15421783], StorageLevel(disk, memory, 2 replicas)

(7) Scan
Output [1]: [obj#15421772]
Arguments: obj#15421772: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[882629] at start at FileStorageAdapterImpl.java:174

(8) SerializeFromObject [codegen id : 1]
Input [1]: [obj#15421772]
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#15421775, 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#15421776]

(9) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#15421775, prodPlantResults#15421776]
Condition : ((size(prodPlantResults#15421776, true) > 0) AND isnotnull(prodPlantResults#15421776))

(10) Project [codegen id : 1]
Output [1]: [prodPlantResults#15421776]
Input [2]: [performanceMeasurements#15421775, prodPlantResults#15421776]

(11) Generate [codegen id : 1]
Input [1]: [prodPlantResults#15421776]
Arguments: explode(prodPlantResults#15421776), false, [prodPlantResults#15421783]

(12) Project
Output [6]: [prodPlantResults#15421783.productId AS product#15421802, prodPlantResults#15421783.plantId AS plant#15421803, null AS qty#15421829, null AS demandChannel#15421809, null AS demandStream#15421810, transform(prodPlantResults#15421783.kpiResults, lambdafunction(struct(label, lambda kpi#15421839.label, dateTime, lambda kpi#15421839.datetime, value, lambda kpi#15421839.value), lambda kpi#15421839, false)) AS kpis#15421838]
Input [1]: [prodPlantResults#15421783]

(13) InMemoryTableScan
Output [1]: [prodPlantResults#15421828]
Arguments: [prodPlantResults#15421828], [(size(prodPlantResults#15421828.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#15421828.quantityKpiResults)]

(14) InMemoryRelation
Arguments: [prodPlantResults#15421828], StorageLevel(disk, memory, 2 replicas)

(15) Filter [codegen id : 1]
Input [1]: [prodPlantResults#15421828]
Condition : ((size(prodPlantResults#15421828.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#15421828.quantityKpiResults))

(16) Project [codegen id : 1]
Output [3]: [prodPlantResults#15421828.productId AS _extract_productId#15421954, prodPlantResults#15421828.plantId AS _extract_plantId#15421955, prodPlantResults#15421828.quantityKpiResults AS _extract_quantityKpiResults#15421956]
Input [1]: [prodPlantResults#15421828]

(17) Generate [codegen id : 1]
Input [3]: [_extract_productId#15421954, _extract_plantId#15421955, _extract_quantityKpiResults#15421956]
Arguments: explode(_extract_quantityKpiResults#15421956), [_extract_productId#15421954, _extract_plantId#15421955], false, [quantityKpiResults#15421795]

(18) Project
Output [6]: [_extract_productId#15421954 AS product#15421789, _extract_plantId#15421955 AS plant#15421790, quantityKpiResults#15421795.quantity AS qty#15421796, null AS demandChannel#15421798, null AS demandStream#15421799, transform(quantityKpiResults#15421795.kpiResults, lambdafunction(struct(label, lambda kpi#15421839.label, dateTime, lambda kpi#15421839.datetime, value, lambda kpi#15421839.value), lambda kpi#15421839, false)) AS kpis#15421952]
Input [3]: [_extract_productId#15421954, _extract_plantId#15421955, quantityKpiResults#15421795]

(19) InMemoryTableScan
Output [1]: [prodPlantResults#15421833]
Arguments: [prodPlantResults#15421833], [(size(prodPlantResults#15421833.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#15421833.demandChannelStreamKpiResults)]

(20) InMemoryRelation
Arguments: [prodPlantResults#15421833], StorageLevel(disk, memory, 2 replicas)

(21) Filter [codegen id : 2]
Input [1]: [prodPlantResults#15421833]
Condition : ((size(prodPlantResults#15421833.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#15421833.demandChannelStreamKpiResults))

(22) Project [codegen id : 2]
Output [3]: [prodPlantResults#15421833.productId AS _extract_productId#15421957, prodPlantResults#15421833.plantId AS _extract_plantId#15421958, prodPlantResults#15421833.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#15421959]
Input [1]: [prodPlantResults#15421833]

(23) Generate [codegen id : 2]
Input [3]: [_extract_productId#15421957, _extract_plantId#15421958, _extract_demandChannelStreamKpiResults#15421959]
Arguments: explode(_extract_demandChannelStreamKpiResults#15421959), [_extract_productId#15421957, _extract_plantId#15421958], false, [demandChannelStreamKpiResults#15421817]

(24) Project
Output [6]: [_extract_productId#15421957 AS product#15421811, _extract_plantId#15421958 AS plant#15421812, null AS qty#15421834, demandChannelStreamKpiResults#15421817.demandChannel AS demandChannel#15421819, demandChannelStreamKpiResults#15421817.demandStream AS demandStream#15421821, transform(demandChannelStreamKpiResults#15421817.kpiResults, lambdafunction(struct(label, lambda kpi#15421839.label, dateTime, lambda kpi#15421839.datetime, value, lambda kpi#15421839.value), lambda kpi#15421839, false)) AS kpis#15421953]
Input [3]: [_extract_productId#15421957, _extract_plantId#15421958, demandChannelStreamKpiResults#15421817]

(25) Union

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

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

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#15170616, worklistShardItemId#15170617L, version#15170618, product#15170619, plant#15170620, periodStart#15170621, periodEnd#15170622, qty#15170623]
Arguments: [shardId#15170616, worklistShardItemId#15170617L, version#15170618, product#15170619, plant#15170620, periodStart#15170621, periodEnd#15170622, qty#15170623], SQLExecutionRDD[882505] at start at FileStorageAdapterImpl.java:174, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#15170616, worklistShardItemId#15170617L, version#15170618, product#15170619, plant#15170620, periodStart#15170621, periodEnd#15170622, qty#15170623]
Arguments: hashpartitioning(product#15170619, plant#15170620, 30), REPARTITION_BY_NUM, [plan_id=21666077]

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

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

(32) BroadcastExchange
Input [5]: [shardId#15170616, worklistShardItemId#15170617L, product#15170619, plant#15170620, qty#15170623]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[2, string, true], ), isnull(input[2, string, true]), coalesce(input[3, string, true], ), isnull(input[3, string, true])),false), [plan_id=21667063]

(33) BroadcastHashJoin [codegen id : 4]
Left keys [4]: [coalesce(product#15421802, ), isnull(product#15421802), coalesce(plant#15421803, ), isnull(plant#15421803)]
Right keys [4]: [coalesce(product#15170619, ), isnull(product#15170619), coalesce(plant#15170620, ), isnull(plant#15170620)]
Join type: Inner
Join condition: ((qty#15421829 <=> qty#15170623) OR isnull(qty#15170623))

(34) Project [codegen id : 4]
Output [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838]
Input [11]: [product#15421802, plant#15421803, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838, shardId#15170616, worklistShardItemId#15170617L, product#15170619, plant#15170620, qty#15170623]

(35) Sort [codegen id : 4]
Input [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838]
Arguments: [demandChannel#15421809 ASC NULLS FIRST, shardId#15170616 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#15421829)) AS qty#15421829 ASC NULLS FIRST, worklistShardItemId#15170617L ASC NULLS FIRST, demandStream#15421810 ASC NULLS FIRST], false, 0

(36) SortAggregate
Input [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838]
Keys [5]: [demandChannel#15421809, shardId#15170616, knownfloatingpointnormalized(normalizenanandzero(qty#15421829)) AS qty#15421829, worklistShardItemId#15170617L, demandStream#15421810]
Functions [1]: [partial_first(kpis#15421838, false)]
Aggregate Attributes [2]: [first#15422015, valueSet#15422016]
Results [7]: [demandChannel#15421809, shardId#15170616, qty#15421829, worklistShardItemId#15170617L, demandStream#15421810, first#15422017, valueSet#15422018]

(37) Exchange
Input [7]: [demandChannel#15421809, shardId#15170616, qty#15421829, worklistShardItemId#15170617L, demandStream#15421810, first#15422017, valueSet#15422018]
Arguments: hashpartitioning(demandChannel#15421809, shardId#15170616, qty#15421829, worklistShardItemId#15170617L, demandStream#15421810, 30), ENSURE_REQUIREMENTS, [plan_id=21667070]

(38) Sort [codegen id : 5]
Input [7]: [demandChannel#15421809, shardId#15170616, qty#15421829, worklistShardItemId#15170617L, demandStream#15421810, first#15422017, valueSet#15422018]
Arguments: [demandChannel#15421809 ASC NULLS FIRST, shardId#15170616 ASC NULLS FIRST, qty#15421829 ASC NULLS FIRST, worklistShardItemId#15170617L ASC NULLS FIRST, demandStream#15421810 ASC NULLS FIRST], false, 0

(39) SortAggregate
Input [7]: [demandChannel#15421809, shardId#15170616, qty#15421829, worklistShardItemId#15170617L, demandStream#15421810, first#15422017, valueSet#15422018]
Keys [5]: [demandChannel#15421809, shardId#15170616, qty#15421829, worklistShardItemId#15170617L, demandStream#15421810]
Functions [1]: [first(kpis#15421838, false)]
Aggregate Attributes [1]: [first(kpis#15421838)()#15421950]
Results [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15421829, demandChannel#15421809, demandStream#15421810, first(kpis#15421838)()#15421950 AS kpis#15421951]

(40) Filter [codegen id : 3]
Input [6]: [shardId#15170616, worklistShardItemId#15170617L, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838]
Condition : (isnotnull(shardId#15170616) AND isnotnull(worklistShardItemId#15170617L))

(41) InMemoryTableScan
Output [3]: [shardId#15422305, worklistShardItemId#15422306L, version#15422307]
Arguments: [shardId#15422305, worklistShardItemId#15422306L, version#15422307], [isnotnull(shardId#15422305), isnotnull(worklistShardItemId#15422306L)]

(42) InMemoryRelation
Arguments: [shardId#15422305, worklistShardItemId#15422306L, version#15422307, product#15422308, plant#15422309, periodStart#15422310, periodEnd#15422311, qty#15422312], StorageLevel(disk, memory, 2 replicas)

(43) Filter [codegen id : 1]
Input [3]: [shardId#15422305, worklistShardItemId#15422306L, version#15422307]
Condition : (isnotnull(shardId#15422305) AND isnotnull(worklistShardItemId#15422306L))

(44) HashAggregate [codegen id : 1]
Input [3]: [shardId#15422305, worklistShardItemId#15422306L, version#15422307]
Keys [2]: [shardId#15422305, worklistShardItemId#15422306L]
Functions [1]: [partial_max(version#15422307)]
Aggregate Attributes [1]: [max#15422523]
Results [3]: [shardId#15422305, worklistShardItemId#15422306L, max#15422524]

(45) Exchange
Input [3]: [shardId#15422305, worklistShardItemId#15422306L, max#15422524]
Arguments: hashpartitioning(shardId#15422305, worklistShardItemId#15422306L, 30), ENSURE_REQUIREMENTS, [plan_id=21667167]

(46) HashAggregate [codegen id : 2]
Input [3]: [shardId#15422305, worklistShardItemId#15422306L, max#15422524]
Keys [2]: [shardId#15422305, worklistShardItemId#15422306L]
Functions [1]: [max(version#15422307)]
Aggregate Attributes [1]: [max(version#15422307)#15422304]
Results [3]: [shardId#15422305, worklistShardItemId#15422306L, (max(version#15422307)#15422304 + 1) AS version#15422300]

(47) BroadcastExchange
Input [3]: [shardId#15422305, worklistShardItemId#15422306L, version#15422300]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=21667171]

(48) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [shardId#15170616, worklistShardItemId#15170617L]
Right keys [2]: [shardId#15422305, worklistShardItemId#15422306L]
Join type: Inner
Join condition: None

(49) Project [codegen id : 3]
Output [7]: [shardId#15170616, worklistShardItemId#15170617L, version#15422300, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838]
Input [9]: [shardId#15170616, worklistShardItemId#15170617L, qty#15421829, demandChannel#15421809, demandStream#15421810, kpis#15421838, shardId#15422305, worklistShardItemId#15422306L, version#15422300]

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	33
spark.sql.adaptive.enabled	false
spark.sql.cbo.enabled	false
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true
spark.sql.requireAllClusterKeysForDistribution	false
spark.sql.shuffle.partitions	30
temporal.activity.id	ac0fb681-c84a-3c22-b8da-aa4097b64415
temporal.activity.type	RunStreamWithId