crp-order-quantity-kpi-service - Details for Query 64118

Submitted Time: 2026/05/20 05:58:13
Duration: 0.6 s
Succeeded Jobs: 96221 96222

Plan Visualization

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

digraph G { 0 [id="node0" labelType="html" label="CollectLimit shuffle records written: 2 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 1 local bytes read: 62.0 B merged fetch fallback count: 0 local blocks read: 1 remote merged chunks fetched: 0 remote blocks read: 0 local merged bytes read: 0.0 B remote reqs duration: 0 ms local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 277250.0: task 4250548)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 0 ms remote bytes read: 0.0 B remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 124.0 B (62.0 B, 62.0 B, 62.0 B (stage 277250.0: task 4250548))" tooltip="CollectLimit 1"]; 1 [id="node1" labelType="html" label="InMemoryTableScan number of output rows: 2" tooltip="InMemoryTableScan"]; subgraph cluster2 { isCluster="true"; id="cluster2"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n97 ms (0 ms, 2 ms, 28 ms (stage 277250.0: task 4250559))"; tooltip="WholeStageCodegen (3)"; 3 [id="node3" labelType="html" label=" Project " tooltip="Project [shardId#13191126, worklistShardItemId#13191127L, version#13732456, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994]"]; 4 [id="node4" labelType="html" label="BroadcastHashJoin number of output rows: 2" tooltip="BroadcastHashJoin [shardId#13191126, worklistShardItemId#13191127L], [shardId#13732461, worklistShardItemId#13732462L], Inner, BuildRight, false"]; 5 [id="node5" labelType="html" label="Filter number of output rows: 2" tooltip="Filter (isnotnull(shardId#13191126) AND isnotnull(worklistShardItemId#13191127L))"]; } 6 [id="node6" labelType="html" label="InMemoryTableScan number of output rows: 2" tooltip="InMemoryTableScan [shardId#13191126, worklistShardItemId#13191127L, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994], [isnotnull(shardId#13191126), isnotnull(worklistShardItemId#13191127L)]"]; 7 [id="node7" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#13731965, shardId#13191126, qty#13731985, worklistShardItemId#13191127L, demandStream#13731966], functions=[first(kpis#13731994, 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#13731965 ASC NULLS FIRST, shardId#13191126 ASC NULLS FIRST, qty#13731985 ASC NULLS FIRST, worklistShardItemId#13191127L ASC NULLS FIRST, demandStream#13731966 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#13731965, shardId#13191126, qty#13731985, worklistShardItemId#13191127L, demandStream#13731966, 30), ENSURE_REQUIREMENTS, [plan_id=13481188]"]; 11 [id="node11" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#13731965, shardId#13191126, knownfloatingpointnormalized(normalizenanandzero(qty#13731985)) AS qty#13731985, worklistShardItemId#13191127L, demandStream#13731966], functions=[partial_first(kpis#13731994, false)])"]; subgraph cluster12 { isCluster="true"; id="cluster12"; label="WholeStageCodegen (4)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (4)"; 13 [id="node13" labelType="html" label="Sort sort time: 0 ms peak memory: 0.0 B spill size: 0.0 B" tooltip="Sort [demandChannel#13731965 ASC NULLS FIRST, shardId#13191126 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#13731985)) AS qty#13731985 ASC NULLS FIRST, worklistShardItemId#13191127L ASC NULLS FIRST, demandStream#13731966 ASC NULLS FIRST], false, 0"]; 14 [id="node14" labelType="html" label=" Project " tooltip="Project [shardId#13191126, worklistShardItemId#13191127L, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994]"]; 15 [id="node15" labelType="html" label="BroadcastHashJoin number of output rows: 0" tooltip="BroadcastHashJoin [coalesce(product#13731958, ), isnull(product#13731958), coalesce(plant#13731959, ), isnull(plant#13731959)], [coalesce(product#13191129, ), isnull(product#13191129), coalesce(plant#13191130, ), isnull(plant#13191130)], Inner, BuildRight, ((qty#13731985 <=> qty#13191133) OR isnull(qty#13191133)), false"]; } 16 [id="node16" labelType="html" label=" Union " tooltip="Union"]; 17 [id="node17" labelType="html" label=" Project " tooltip="Project [prodPlantResults#13731939.productId AS product#13731958, prodPlantResults#13731939.plantId AS plant#13731959, null AS qty#13731985, null AS demandChannel#13731965, null AS demandStream#13731966, transform(prodPlantResults#13731939.kpiResults, lambdafunction(struct(label, lambda kpi#13731995.label, dateTime, lambda kpi#13731995.datetime, value, lambda kpi#13731995.value), lambda kpi#13731995, false)) AS kpis#13731994]"]; 18 [id="node18" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#13731939]"]; subgraph cluster19 { isCluster="true"; id="cluster19"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 20 [id="node20" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#13731932), false, [prodPlantResults#13731939]"]; 21 [id="node21" labelType="html" label=" Project " tooltip="Project [prodPlantResults#13731932]"]; 22 [id="node22" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#13731932, true) > 0) AND isnotnull(prodPlantResults#13731932))"]; 23 [id="node23" labelType="html" label=" SerializeFromObject " tooltip="SerializeFromObject [mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement)))) null else named_struct(measuredUnit, 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java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getParent()))), runtime, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement))).getRuntime())), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getPerformanceMeasurements()), None) AS performanceMeasurements#13731931, mapobjects(lambdavariable(MapObject, ObjectType(class 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ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult)))) null else named_struct(demandChannelStreamKpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult)))) null else named_struct(demandChannel, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandChannel()))), demandStream, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandStream()))), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, 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StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getKpiResults()), None)), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getDemandChannelStreamKpiResults()), None), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getKpiResults()), None), plantId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getPlantId()))), productId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), 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StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getQuantityKpiResults()), None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#13731932]"]; } 24 [id="node24" labelType="html" label=" Scan " tooltip="Scan[obj#13731928]"]; 25 [id="node25" labelType="html" label=" Project " tooltip="Project [_extract_productId#13732110 AS product#13731945, _extract_plantId#13732111 AS plant#13731946, quantityKpiResults#13731951.quantity AS qty#13731952, null AS demandChannel#13731954, null AS demandStream#13731955, transform(quantityKpiResults#13731951.kpiResults, lambdafunction(struct(label, lambda kpi#13731995.label, dateTime, lambda kpi#13731995.datetime, value, lambda kpi#13731995.value), lambda kpi#13731995, false)) AS kpis#13732108]"]; 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 explode(_extract_quantityKpiResults#13732112), [_extract_productId#13732110, _extract_plantId#13732111], false, [quantityKpiResults#13731951]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [prodPlantResults#13731984.productId AS _extract_productId#13732110, prodPlantResults#13731984.plantId AS _extract_plantId#13732111, prodPlantResults#13731984.quantityKpiResults AS _extract_quantityKpiResults#13732112]"]; 29 [id="node29" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((size(prodPlantResults#13731984.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#13731984.quantityKpiResults))"]; } 30 [id="node30" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#13731984], [(size(prodPlantResults#13731984.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#13731984.quantityKpiResults)]"]; subgraph cluster31 { isCluster="true"; 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static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), 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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#13731932]"]; } 36 [id="node36" labelType="html" label=" Scan " tooltip="Scan[obj#13731928]"]; 37 [id="node37" labelType="html" label=" Project " tooltip="Project [_extract_productId#13732113 AS product#13731967, _extract_plantId#13732114 AS plant#13731968, null AS qty#13731990, demandChannelStreamKpiResults#13731973.demandChannel AS demandChannel#13731975, demandChannelStreamKpiResults#13731973.demandStream AS demandStream#13731977, transform(demandChannelStreamKpiResults#13731973.kpiResults, lambdafunction(struct(label, lambda kpi#13731995.label, dateTime, lambda kpi#13731995.datetime, value, lambda kpi#13731995.value), lambda kpi#13731995, false)) AS kpis#13732109]"]; 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#13732115), [_extract_productId#13732113, _extract_plantId#13732114], false, [demandChannelStreamKpiResults#13731973]"]; 40 [id="node40" labelType="html" label=" Project " tooltip="Project [prodPlantResults#13731989.productId AS _extract_productId#13732113, prodPlantResults#13731989.plantId AS _extract_plantId#13732114, prodPlantResults#13731989.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#13732115]"]; 41 [id="node41" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((size(prodPlantResults#13731989.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#13731989.demandChannelStreamKpiResults))"]; } 42 [id="node42" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#13731989], [(size(prodPlantResults#13731989.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#13731989.demandChannelStreamKpiResults)]"]; subgraph cluster43 { isCluster="true"; id="cluster43"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 44 [id="node44" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#13731932), false, [prodPlantResults#13731939]"]; 45 [id="node45" labelType="html" label=" Project " tooltip="Project [prodPlantResults#13731932]"]; 46 [id="node46" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#13731932, true) > 0) AND isnotnull(prodPlantResults#13731932))"]; 47 [id="node47" labelType="html" label=" SerializeFromObject " tooltip="SerializeFromObject [mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement)))) null else named_struct(measuredUnit, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), 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StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult)))) null else named_struct(demandChannelStreamKpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult)))) null else named_struct(demandChannel, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandChannel()))), demandStream, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandStream()))), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getKpiResults()), None)), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getDemandChannelStreamKpiResults()), None), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getKpiResults()), None), plantId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getPlantId()))), productId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getProductId()))), quantityKpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult)))) null else named_struct(kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult))).getKpiResults()), None), quantity, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult))).getQuantity())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getQuantityKpiResults()), None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#13731932]"]; } 48 [id="node48" labelType="html" label=" Scan " tooltip="Scan[obj#13731928]"]; 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=13481181]"]; 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#13191130, shardId#13191126, qty#13191133, worklistShardItemId#13191127L, product#13191129], 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#13191130, shardId#13191126, knownfloatingpointnormalized(normalizenanandzero(qty#13191133)) AS qty#13191133, worklistShardItemId#13191127L, product#13191129], functions=[])"]; } 53 [id="node53" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [shardId#13191126, worklistShardItemId#13191127L, product#13191129, plant#13191130, qty#13191133]"]; 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#13191129, plant#13191130, 30), REPARTITION_BY_NUM, [plan_id=13480180]"]; subgraph cluster55 { isCluster="true"; id="cluster55"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 56 [id="node56" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#13191126,worklistShardItemId#13191127L,version#13191128,product#13191129,plant#13191130,periodStart#13191131,periodEnd#13191132,qty#13191133]"]; } 57 [id="node57" labelType="html" label="BroadcastExchange time to broadcast: 0 ms time to build: 0 ms time to collect: 459 ms number of output rows: 1 data size: 2.0 MiB" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=13481289]"]; subgraph cluster58 { isCluster="true"; id="cluster58"; label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n30 ms (0 ms, 0 ms, 5 ms (stage 277242.0: task 4250520))"; 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 (0 ms, 0 ms, 4 ms (stage 277242.0: task 4250523)) peak memory total (min, med, max (stageId: taskId)) 9.5 MiB (256.0 KiB, 256.0 KiB, 2.3 MiB (stage 277242.0: task 4250515)) number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 1" tooltip="HashAggregate(keys=[shardId#13732461, worklistShardItemId#13732462L], functions=[max(version#13732463)])"]; } 60 [id="node60" labelType="html" label="Exchange shuffle records written: 1 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 1 local bytes read: 102.0 B merged fetch fallback count: 0 local blocks read: 1 remote merged chunks fetched: 0 remote blocks read: 0 data size: 48.0 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: 30 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 102.0 B" tooltip="Exchange hashpartitioning(shardId#13732461, worklistShardItemId#13732462L, 30), ENSURE_REQUIREMENTS, [plan_id=13481285]"]; subgraph cluster61 { isCluster="true"; id="cluster61"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n1.2 s (0 ms, 47 ms, 146 ms (stage 277241.0: task 4250499))"; 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)) 6 ms (0 ms, 0 ms, 1 ms (stage 277241.0: task 4250497)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 277241.0: task 4250495)) number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#13732461, worklistShardItemId#13732462L], functions=[partial_max(version#13732463)])"]; 63 [id="node63" labelType="html" label="Filter number of output rows: 2" tooltip="Filter (isnotnull(shardId#13732461) AND isnotnull(worklistShardItemId#13732462L))"]; } 64 [id="node64" labelType="html" label="InMemoryTableScan number of output rows: 2" tooltip="InMemoryTableScan [shardId#13732461, worklistShardItemId#13732462L, version#13732463], [isnotnull(shardId#13732461), isnotnull(worklistShardItemId#13732462L)]"]; 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#13191129, plant#13191130, 30), REPARTITION_BY_NUM, [plan_id=13480180]"]; subgraph cluster66 { isCluster="true"; id="cluster66"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 67 [id="node67" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#13191126,worklistShardItemId#13191127L,version#13191128,product#13191129,plant#13191130,periodStart#13191131,periodEnd#13191132,qty#13191133]"]; } 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#13191126, worklistShardItemId#13191127L, version#13732456, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [6]: [shardId#13191126, worklistShardItemId#13191127L, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994]
Arguments: [shardId#13191126, worklistShardItemId#13191127L, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994], [isnotnull(shardId#13191126), isnotnull(worklistShardItemId#13191127L)]

(4) InMemoryRelation
Arguments: [shardId#13191126, worklistShardItemId#13191127L, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994], StorageLevel(disk, memory, 2 replicas)

(5) InMemoryTableScan
Output [1]: [prodPlantResults#13731939]
Arguments: [prodPlantResults#13731939]

(6) InMemoryRelation
Arguments: [prodPlantResults#13731939], StorageLevel(disk, memory, 2 replicas)

(7) Scan
Output [1]: [obj#13731928]
Arguments: obj#13731928: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[785655] at start at FileStorageAdapterImpl.java:174

(8) SerializeFromObject [codegen id : 1]
Input [1]: [obj#13731928]
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#13731931, 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#13731932]

(9) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#13731931, prodPlantResults#13731932]
Condition : ((size(prodPlantResults#13731932, true) > 0) AND isnotnull(prodPlantResults#13731932))

(10) Project [codegen id : 1]
Output [1]: [prodPlantResults#13731932]
Input [2]: [performanceMeasurements#13731931, prodPlantResults#13731932]

(11) Generate [codegen id : 1]
Input [1]: [prodPlantResults#13731932]
Arguments: explode(prodPlantResults#13731932), false, [prodPlantResults#13731939]

(12) Project
Output [6]: [prodPlantResults#13731939.productId AS product#13731958, prodPlantResults#13731939.plantId AS plant#13731959, null AS qty#13731985, null AS demandChannel#13731965, null AS demandStream#13731966, transform(prodPlantResults#13731939.kpiResults, lambdafunction(struct(label, lambda kpi#13731995.label, dateTime, lambda kpi#13731995.datetime, value, lambda kpi#13731995.value), lambda kpi#13731995, false)) AS kpis#13731994]
Input [1]: [prodPlantResults#13731939]

(13) InMemoryTableScan
Output [1]: [prodPlantResults#13731984]
Arguments: [prodPlantResults#13731984], [(size(prodPlantResults#13731984.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#13731984.quantityKpiResults)]

(14) InMemoryRelation
Arguments: [prodPlantResults#13731984], StorageLevel(disk, memory, 2 replicas)

(15) Filter [codegen id : 1]
Input [1]: [prodPlantResults#13731984]
Condition : ((size(prodPlantResults#13731984.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#13731984.quantityKpiResults))

(16) Project [codegen id : 1]
Output [3]: [prodPlantResults#13731984.productId AS _extract_productId#13732110, prodPlantResults#13731984.plantId AS _extract_plantId#13732111, prodPlantResults#13731984.quantityKpiResults AS _extract_quantityKpiResults#13732112]
Input [1]: [prodPlantResults#13731984]

(17) Generate [codegen id : 1]
Input [3]: [_extract_productId#13732110, _extract_plantId#13732111, _extract_quantityKpiResults#13732112]
Arguments: explode(_extract_quantityKpiResults#13732112), [_extract_productId#13732110, _extract_plantId#13732111], false, [quantityKpiResults#13731951]

(18) Project
Output [6]: [_extract_productId#13732110 AS product#13731945, _extract_plantId#13732111 AS plant#13731946, quantityKpiResults#13731951.quantity AS qty#13731952, null AS demandChannel#13731954, null AS demandStream#13731955, transform(quantityKpiResults#13731951.kpiResults, lambdafunction(struct(label, lambda kpi#13731995.label, dateTime, lambda kpi#13731995.datetime, value, lambda kpi#13731995.value), lambda kpi#13731995, false)) AS kpis#13732108]
Input [3]: [_extract_productId#13732110, _extract_plantId#13732111, quantityKpiResults#13731951]

(19) InMemoryTableScan
Output [1]: [prodPlantResults#13731989]
Arguments: [prodPlantResults#13731989], [(size(prodPlantResults#13731989.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#13731989.demandChannelStreamKpiResults)]

(20) InMemoryRelation
Arguments: [prodPlantResults#13731989], StorageLevel(disk, memory, 2 replicas)

(21) Filter [codegen id : 2]
Input [1]: [prodPlantResults#13731989]
Condition : ((size(prodPlantResults#13731989.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#13731989.demandChannelStreamKpiResults))

(22) Project [codegen id : 2]
Output [3]: [prodPlantResults#13731989.productId AS _extract_productId#13732113, prodPlantResults#13731989.plantId AS _extract_plantId#13732114, prodPlantResults#13731989.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#13732115]
Input [1]: [prodPlantResults#13731989]

(23) Generate [codegen id : 2]
Input [3]: [_extract_productId#13732113, _extract_plantId#13732114, _extract_demandChannelStreamKpiResults#13732115]
Arguments: explode(_extract_demandChannelStreamKpiResults#13732115), [_extract_productId#13732113, _extract_plantId#13732114], false, [demandChannelStreamKpiResults#13731973]

(24) Project
Output [6]: [_extract_productId#13732113 AS product#13731967, _extract_plantId#13732114 AS plant#13731968, null AS qty#13731990, demandChannelStreamKpiResults#13731973.demandChannel AS demandChannel#13731975, demandChannelStreamKpiResults#13731973.demandStream AS demandStream#13731977, transform(demandChannelStreamKpiResults#13731973.kpiResults, lambdafunction(struct(label, lambda kpi#13731995.label, dateTime, lambda kpi#13731995.datetime, value, lambda kpi#13731995.value), lambda kpi#13731995, false)) AS kpis#13732109]
Input [3]: [_extract_productId#13732113, _extract_plantId#13732114, demandChannelStreamKpiResults#13731973]

(25) Union

(26) InMemoryTableScan
Output [5]: [shardId#13191126, worklistShardItemId#13191127L, product#13191129, plant#13191130, qty#13191133]
Arguments: [shardId#13191126, worklistShardItemId#13191127L, product#13191129, plant#13191130, qty#13191133]

(27) InMemoryRelation
Arguments: [shardId#13191126, worklistShardItemId#13191127L, version#13191128, product#13191129, plant#13191130, periodStart#13191131, periodEnd#13191132, qty#13191133], StorageLevel(disk, memory, 2 replicas)

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#13191126, worklistShardItemId#13191127L, version#13191128, product#13191129, plant#13191130, periodStart#13191131, periodEnd#13191132, qty#13191133]
Arguments: [shardId#13191126, worklistShardItemId#13191127L, version#13191128, product#13191129, plant#13191130, periodStart#13191131, periodEnd#13191132, qty#13191133], SQLExecutionRDD[785529] at start at FileStorageAdapterImpl.java:174, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#13191126, worklistShardItemId#13191127L, version#13191128, product#13191129, plant#13191130, periodStart#13191131, periodEnd#13191132, qty#13191133]
Arguments: hashpartitioning(product#13191129, plant#13191130, 30), REPARTITION_BY_NUM, [plan_id=13480180]

(30) HashAggregate [codegen id : 3]
Input [5]: [shardId#13191126, worklistShardItemId#13191127L, product#13191129, plant#13191130, qty#13191133]
Keys [5]: [plant#13191130, shardId#13191126, knownfloatingpointnormalized(normalizenanandzero(qty#13191133)) AS qty#13191133, worklistShardItemId#13191127L, product#13191129]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#13191130, shardId#13191126, qty#13191133, worklistShardItemId#13191127L, product#13191129]

(31) HashAggregate [codegen id : 3]
Input [5]: [plant#13191130, shardId#13191126, qty#13191133, worklistShardItemId#13191127L, product#13191129]
Keys [5]: [plant#13191130, shardId#13191126, qty#13191133, worklistShardItemId#13191127L, product#13191129]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#13191126, worklistShardItemId#13191127L, product#13191129, plant#13191130, qty#13191133]

(32) BroadcastExchange
Input [5]: [shardId#13191126, worklistShardItemId#13191127L, product#13191129, plant#13191130, qty#13191133]
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=13481181]

(33) BroadcastHashJoin [codegen id : 4]
Left keys [4]: [coalesce(product#13731958, ), isnull(product#13731958), coalesce(plant#13731959, ), isnull(plant#13731959)]
Right keys [4]: [coalesce(product#13191129, ), isnull(product#13191129), coalesce(plant#13191130, ), isnull(plant#13191130)]
Join type: Inner
Join condition: ((qty#13731985 <=> qty#13191133) OR isnull(qty#13191133))

(34) Project [codegen id : 4]
Output [6]: [shardId#13191126, worklistShardItemId#13191127L, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994]
Input [11]: [product#13731958, plant#13731959, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994, shardId#13191126, worklistShardItemId#13191127L, product#13191129, plant#13191130, qty#13191133]

(35) Sort [codegen id : 4]
Input [6]: [shardId#13191126, worklistShardItemId#13191127L, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994]
Arguments: [demandChannel#13731965 ASC NULLS FIRST, shardId#13191126 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#13731985)) AS qty#13731985 ASC NULLS FIRST, worklistShardItemId#13191127L ASC NULLS FIRST, demandStream#13731966 ASC NULLS FIRST], false, 0

(36) SortAggregate
Input [6]: [shardId#13191126, worklistShardItemId#13191127L, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994]
Keys [5]: [demandChannel#13731965, shardId#13191126, knownfloatingpointnormalized(normalizenanandzero(qty#13731985)) AS qty#13731985, worklistShardItemId#13191127L, demandStream#13731966]
Functions [1]: [partial_first(kpis#13731994, false)]
Aggregate Attributes [2]: [first#13732171, valueSet#13732172]
Results [7]: [demandChannel#13731965, shardId#13191126, qty#13731985, worklistShardItemId#13191127L, demandStream#13731966, first#13732173, valueSet#13732174]

(37) Exchange
Input [7]: [demandChannel#13731965, shardId#13191126, qty#13731985, worklistShardItemId#13191127L, demandStream#13731966, first#13732173, valueSet#13732174]
Arguments: hashpartitioning(demandChannel#13731965, shardId#13191126, qty#13731985, worklistShardItemId#13191127L, demandStream#13731966, 30), ENSURE_REQUIREMENTS, [plan_id=13481188]

(38) Sort [codegen id : 5]
Input [7]: [demandChannel#13731965, shardId#13191126, qty#13731985, worklistShardItemId#13191127L, demandStream#13731966, first#13732173, valueSet#13732174]
Arguments: [demandChannel#13731965 ASC NULLS FIRST, shardId#13191126 ASC NULLS FIRST, qty#13731985 ASC NULLS FIRST, worklistShardItemId#13191127L ASC NULLS FIRST, demandStream#13731966 ASC NULLS FIRST], false, 0

(39) SortAggregate
Input [7]: [demandChannel#13731965, shardId#13191126, qty#13731985, worklistShardItemId#13191127L, demandStream#13731966, first#13732173, valueSet#13732174]
Keys [5]: [demandChannel#13731965, shardId#13191126, qty#13731985, worklistShardItemId#13191127L, demandStream#13731966]
Functions [1]: [first(kpis#13731994, false)]
Aggregate Attributes [1]: [first(kpis#13731994)()#13732106]
Results [6]: [shardId#13191126, worklistShardItemId#13191127L, qty#13731985, demandChannel#13731965, demandStream#13731966, first(kpis#13731994)()#13732106 AS kpis#13732107]

(40) Filter [codegen id : 3]
Input [6]: [shardId#13191126, worklistShardItemId#13191127L, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994]
Condition : (isnotnull(shardId#13191126) AND isnotnull(worklistShardItemId#13191127L))

(41) InMemoryTableScan
Output [3]: [shardId#13732461, worklistShardItemId#13732462L, version#13732463]
Arguments: [shardId#13732461, worklistShardItemId#13732462L, version#13732463], [isnotnull(shardId#13732461), isnotnull(worklistShardItemId#13732462L)]

(42) InMemoryRelation
Arguments: [shardId#13732461, worklistShardItemId#13732462L, version#13732463, product#13732464, plant#13732465, periodStart#13732466, periodEnd#13732467, qty#13732468], StorageLevel(disk, memory, 2 replicas)

(43) Filter [codegen id : 1]
Input [3]: [shardId#13732461, worklistShardItemId#13732462L, version#13732463]
Condition : (isnotnull(shardId#13732461) AND isnotnull(worklistShardItemId#13732462L))

(44) HashAggregate [codegen id : 1]
Input [3]: [shardId#13732461, worklistShardItemId#13732462L, version#13732463]
Keys [2]: [shardId#13732461, worklistShardItemId#13732462L]
Functions [1]: [partial_max(version#13732463)]
Aggregate Attributes [1]: [max#13732679]
Results [3]: [shardId#13732461, worklistShardItemId#13732462L, max#13732680]

(45) Exchange
Input [3]: [shardId#13732461, worklistShardItemId#13732462L, max#13732680]
Arguments: hashpartitioning(shardId#13732461, worklistShardItemId#13732462L, 30), ENSURE_REQUIREMENTS, [plan_id=13481285]

(46) HashAggregate [codegen id : 2]
Input [3]: [shardId#13732461, worklistShardItemId#13732462L, max#13732680]
Keys [2]: [shardId#13732461, worklistShardItemId#13732462L]
Functions [1]: [max(version#13732463)]
Aggregate Attributes [1]: [max(version#13732463)#13732460]
Results [3]: [shardId#13732461, worklistShardItemId#13732462L, (max(version#13732463)#13732460 + 1) AS version#13732456]

(47) BroadcastExchange
Input [3]: [shardId#13732461, worklistShardItemId#13732462L, version#13732456]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=13481289]

(48) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [shardId#13191126, worklistShardItemId#13191127L]
Right keys [2]: [shardId#13732461, worklistShardItemId#13732462L]
Join type: Inner
Join condition: None

(49) Project [codegen id : 3]
Output [7]: [shardId#13191126, worklistShardItemId#13191127L, version#13732456, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994]
Input [9]: [shardId#13191126, worklistShardItemId#13191127L, qty#13731985, demandChannel#13731965, demandStream#13731966, kpis#13731994, shardId#13732461, worklistShardItemId#13732462L, version#13732456]

(50) CollectLimit
Input: []
Arguments: 1

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	97
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	8d794a97-422d-3d0e-a301-05bbd4245cc2
temporal.activity.type	RunStreamWithId