crp-order-quantity-kpi-service - Details for Query 478

Submitted Time: 2026/08/10 09:25:21
Duration: 0.5 s
Succeeded Jobs: 909

Plan Visualization

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

digraph G { 0 [id="node0" labelType="html" label="InMemoryTableScan number of output rows: 3,906" tooltip="InMemoryTableScan [shardId#67228, worklistShardItemId#67229L, version#97926, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464]"]; subgraph cluster1 { isCluster="true"; id="cluster1"; label="WholeStageCodegen (3)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (3)"; 2 [id="node2" labelType="html" label=" Project " tooltip="Project [shardId#67228, worklistShardItemId#67229L, version#97926, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464]"]; 3 [id="node3" labelType="html" label="BroadcastHashJoin number of output rows: 0" tooltip="BroadcastHashJoin [shardId#67228, worklistShardItemId#67229L], [shardId#97931, worklistShardItemId#97932L], Inner, BuildRight, false"]; 4 [id="node4" labelType="html" label="Filter number of output rows: 0" tooltip="Filter (isnotnull(shardId#67228) AND isnotnull(worklistShardItemId#67229L))"]; } 5 [id="node5" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [shardId#67228, worklistShardItemId#67229L, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464], [isnotnull(shardId#67228), isnotnull(worklistShardItemId#67229L)]"]; 6 [id="node6" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#97435, shardId#67228, qty#97455, worklistShardItemId#67229L, demandStream#97436], functions=[first(kpis#97464, 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#97435 ASC NULLS FIRST, shardId#67228 ASC NULLS FIRST, qty#97455 ASC NULLS FIRST, worklistShardItemId#67229L ASC NULLS FIRST, demandStream#97436 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#97435, shardId#67228, qty#97455, worklistShardItemId#67229L, demandStream#97436, 20), ENSURE_REQUIREMENTS, [plan_id=197440]"]; 10 [id="node10" labelType="html" label="SortAggregate number of output rows: 0" tooltip="SortAggregate(key=[demandChannel#97435, shardId#67228, knownfloatingpointnormalized(normalizenanandzero(qty#97455)) AS qty#97455, worklistShardItemId#67229L, demandStream#97436], functions=[partial_first(kpis#97464, 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#97435 ASC NULLS FIRST, shardId#67228 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#97455)) AS qty#97455 ASC NULLS FIRST, worklistShardItemId#67229L ASC NULLS FIRST, demandStream#97436 ASC NULLS FIRST], false, 0"]; 13 [id="node13" labelType="html" label=" Project " tooltip="Project [shardId#67228, worklistShardItemId#67229L, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464]"]; 14 [id="node14" labelType="html" label="BroadcastHashJoin number of output rows: 0" tooltip="BroadcastHashJoin [coalesce(product#97428, ), isnull(product#97428), coalesce(plant#97429, ), isnull(plant#97429)], [coalesce(product#67231, ), isnull(product#67231), coalesce(plant#67232, ), isnull(plant#67232)], Inner, BuildRight, ((qty#97455 <=> qty#67235) OR isnull(qty#67235)), false"]; } 15 [id="node15" labelType="html" label=" Union " tooltip="Union"]; 16 [id="node16" labelType="html" label=" Project " tooltip="Project [prodPlantResults#97409.productId AS product#97428, prodPlantResults#97409.plantId AS plant#97429, null AS qty#97455, null AS demandChannel#97435, null AS demandStream#97436, transform(prodPlantResults#97409.kpiResults, lambdafunction(struct(label, lambda kpi#97465.label, dateTime, lambda kpi#97465.datetime, value, lambda kpi#97465.value), lambda kpi#97465, false)) AS kpis#97464]"]; 17 [id="node17" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#97409]"]; subgraph cluster18 { isCluster="true"; id="cluster18"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 19 [id="node19" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#97402), false, [prodPlantResults#97409]"]; 20 [id="node20" labelType="html" label=" Project " tooltip="Project [prodPlantResults#97402]"]; 21 [id="node21" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#97402, true) > 0) AND isnotnull(prodPlantResults#97402))"]; 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), 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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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, 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plantId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), 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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#97402]"]; } 23 [id="node23" labelType="html" label=" Scan " tooltip="Scan[obj#97398]"]; 24 [id="node24" labelType="html" label=" Project " tooltip="Project [_extract_productId#97580 AS product#97415, _extract_plantId#97581 AS plant#97416, quantityKpiResults#97421.quantity AS qty#97422, null AS demandChannel#97424, null AS demandStream#97425, transform(quantityKpiResults#97421.kpiResults, lambdafunction(struct(label, lambda kpi#97465.label, dateTime, lambda kpi#97465.datetime, value, lambda kpi#97465.value), lambda kpi#97465, false)) AS kpis#97578]"]; 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#97582), [_extract_productId#97580, _extract_plantId#97581], false, [quantityKpiResults#97421]"]; 27 [id="node27" labelType="html" label=" Project " tooltip="Project [prodPlantResults#97454.productId AS _extract_productId#97580, prodPlantResults#97454.plantId AS _extract_plantId#97581, prodPlantResults#97454.quantityKpiResults AS _extract_quantityKpiResults#97582]"]; 28 [id="node28" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((size(prodPlantResults#97454.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#97454.quantityKpiResults))"]; } 29 [id="node29" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#97454], [(size(prodPlantResults#97454.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#97454.quantityKpiResults)]"]; subgraph cluster30 { isCluster="true"; id="cluster30"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 31 [id="node31" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#97402), false, [prodPlantResults#97409]"]; 32 [id="node32" labelType="html" label=" Project " tooltip="Project [prodPlantResults#97402]"]; 33 [id="node33" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#97402, true) > 0) AND isnotnull(prodPlantResults#97402))"]; 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, 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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#97402]"]; } 35 [id="node35" labelType="html" label=" Scan " tooltip="Scan[obj#97398]"]; 36 [id="node36" labelType="html" label=" Project " tooltip="Project [_extract_productId#97583 AS product#97437, _extract_plantId#97584 AS plant#97438, null AS qty#97460, demandChannelStreamKpiResults#97443.demandChannel AS demandChannel#97445, demandChannelStreamKpiResults#97443.demandStream AS demandStream#97447, transform(demandChannelStreamKpiResults#97443.kpiResults, lambdafunction(struct(label, lambda kpi#97465.label, dateTime, lambda kpi#97465.datetime, value, lambda kpi#97465.value), lambda kpi#97465, false)) AS kpis#97579]"]; 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#97585), [_extract_productId#97583, _extract_plantId#97584], false, [demandChannelStreamKpiResults#97443]"]; 39 [id="node39" labelType="html" label=" Project " tooltip="Project [prodPlantResults#97459.productId AS _extract_productId#97583, prodPlantResults#97459.plantId AS _extract_plantId#97584, prodPlantResults#97459.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#97585]"]; 40 [id="node40" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((size(prodPlantResults#97459.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#97459.demandChannelStreamKpiResults))"]; } 41 [id="node41" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [prodPlantResults#97459], [(size(prodPlantResults#97459.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#97459.demandChannelStreamKpiResults)]"]; subgraph cluster42 { isCluster="true"; id="cluster42"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 43 [id="node43" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#97402), false, [prodPlantResults#97409]"]; 44 [id="node44" labelType="html" label=" Project " tooltip="Project [prodPlantResults#97402]"]; 45 [id="node45" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#97402, true) > 0) AND isnotnull(prodPlantResults#97402))"]; 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), 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StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult)))) null else named_struct(demandChannelStreamKpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult)))) null else named_struct(demandChannel, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandChannel()))), demandStream, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandStream()))), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getKpiResults()), None)), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getDemandChannelStreamKpiResults()), None), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getKpiResults()), None), plantId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getPlantId()))), productId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getProductId()))), quantityKpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult)))) null else named_struct(kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult))).getKpiResults()), None), quantity, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult))).getQuantity())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getQuantityKpiResults()), None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#97402]"]; } 47 [id="node47" labelType="html" label=" Scan " tooltip="Scan[obj#97398]"]; 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=197433]"]; 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#67232, shardId#67228, qty#67235, worklistShardItemId#67229L, product#67231], 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#67232, shardId#67228, knownfloatingpointnormalized(normalizenanandzero(qty#67235)) AS qty#67235, worklistShardItemId#67229L, product#67231], functions=[])"]; } 52 [id="node52" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [shardId#67228, worklistShardItemId#67229L, product#67231, plant#67232, qty#67235]"]; 53 [id="node53" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#67231, plant#67232, 20), REPARTITION_BY_NUM, [plan_id=195956]"]; subgraph cluster54 { isCluster="true"; id="cluster54"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 55 [id="node55" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#67228,worklistShardItemId#67229L,version#67230,product#67231,plant#67232,periodStart#67233,periodEnd#67234,qty#67235]"]; } 56 [id="node56" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=197541]"]; subgraph cluster57 { isCluster="true"; id="cluster57"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 58 [id="node58" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[shardId#97931, worklistShardItemId#97932L], functions=[max(version#97933)])"]; } 59 [id="node59" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(shardId#97931, worklistShardItemId#97932L, 20), ENSURE_REQUIREMENTS, [plan_id=197537]"]; subgraph cluster60 { isCluster="true"; id="cluster60"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 61 [id="node61" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[shardId#97931, worklistShardItemId#97932L], functions=[partial_max(version#97933)])"]; 62 [id="node62" labelType="html" label=" Filter " tooltip="Filter (isnotnull(shardId#97931) AND isnotnull(worklistShardItemId#97932L))"]; } 63 [id="node63" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#97931, worklistShardItemId#97932L, version#97933], [isnotnull(shardId#97931), isnotnull(worklistShardItemId#97932L)]"]; 64 [id="node64" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#67231, plant#67232, 20), REPARTITION_BY_NUM, [plan_id=195956]"]; subgraph cluster65 { isCluster="true"; id="cluster65"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 66 [id="node66" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#67228,worklistShardItemId#67229L,version#67230,product#67231,plant#67232,periodStart#67233,periodEnd#67234,qty#67235]"]; } 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#67228, worklistShardItemId#67229L, version#97926, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464]
Arguments: [shardId#67228, worklistShardItemId#67229L, version#97926, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464]

(2) InMemoryRelation
Arguments: [shardId#67228, worklistShardItemId#67229L, version#97926, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [6]: [shardId#67228, worklistShardItemId#67229L, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464]
Arguments: [shardId#67228, worklistShardItemId#67229L, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464], [isnotnull(shardId#67228), isnotnull(worklistShardItemId#67229L)]

(4) InMemoryRelation
Arguments: [shardId#67228, worklistShardItemId#67229L, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464], StorageLevel(disk, memory, 2 replicas)

(5) InMemoryTableScan
Output [1]: [prodPlantResults#97409]
Arguments: [prodPlantResults#97409]

(6) InMemoryRelation
Arguments: [prodPlantResults#97409], StorageLevel(disk, memory, 2 replicas)

(7) Scan
Output [1]: [obj#97398]
Arguments: obj#97398: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[5647] at start at FileStorageAdapterImpl.java:177

(8) SerializeFromObject [codegen id : 1]
Input [1]: [obj#97398]
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#97401, 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#97402]

(9) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#97401, prodPlantResults#97402]
Condition : ((size(prodPlantResults#97402, true) > 0) AND isnotnull(prodPlantResults#97402))

(10) Project [codegen id : 1]
Output [1]: [prodPlantResults#97402]
Input [2]: [performanceMeasurements#97401, prodPlantResults#97402]

(11) Generate [codegen id : 1]
Input [1]: [prodPlantResults#97402]
Arguments: explode(prodPlantResults#97402), false, [prodPlantResults#97409]

(12) Project
Output [6]: [prodPlantResults#97409.productId AS product#97428, prodPlantResults#97409.plantId AS plant#97429, null AS qty#97455, null AS demandChannel#97435, null AS demandStream#97436, transform(prodPlantResults#97409.kpiResults, lambdafunction(struct(label, lambda kpi#97465.label, dateTime, lambda kpi#97465.datetime, value, lambda kpi#97465.value), lambda kpi#97465, false)) AS kpis#97464]
Input [1]: [prodPlantResults#97409]

(13) InMemoryTableScan
Output [1]: [prodPlantResults#97454]
Arguments: [prodPlantResults#97454], [(size(prodPlantResults#97454.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#97454.quantityKpiResults)]

(14) InMemoryRelation
Arguments: [prodPlantResults#97454], StorageLevel(disk, memory, 2 replicas)

(15) Filter [codegen id : 1]
Input [1]: [prodPlantResults#97454]
Condition : ((size(prodPlantResults#97454.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#97454.quantityKpiResults))

(16) Project [codegen id : 1]
Output [3]: [prodPlantResults#97454.productId AS _extract_productId#97580, prodPlantResults#97454.plantId AS _extract_plantId#97581, prodPlantResults#97454.quantityKpiResults AS _extract_quantityKpiResults#97582]
Input [1]: [prodPlantResults#97454]

(17) Generate [codegen id : 1]
Input [3]: [_extract_productId#97580, _extract_plantId#97581, _extract_quantityKpiResults#97582]
Arguments: explode(_extract_quantityKpiResults#97582), [_extract_productId#97580, _extract_plantId#97581], false, [quantityKpiResults#97421]

(18) Project
Output [6]: [_extract_productId#97580 AS product#97415, _extract_plantId#97581 AS plant#97416, quantityKpiResults#97421.quantity AS qty#97422, null AS demandChannel#97424, null AS demandStream#97425, transform(quantityKpiResults#97421.kpiResults, lambdafunction(struct(label, lambda kpi#97465.label, dateTime, lambda kpi#97465.datetime, value, lambda kpi#97465.value), lambda kpi#97465, false)) AS kpis#97578]
Input [3]: [_extract_productId#97580, _extract_plantId#97581, quantityKpiResults#97421]

(19) InMemoryTableScan
Output [1]: [prodPlantResults#97459]
Arguments: [prodPlantResults#97459], [(size(prodPlantResults#97459.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#97459.demandChannelStreamKpiResults)]

(20) InMemoryRelation
Arguments: [prodPlantResults#97459], StorageLevel(disk, memory, 2 replicas)

(21) Filter [codegen id : 2]
Input [1]: [prodPlantResults#97459]
Condition : ((size(prodPlantResults#97459.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#97459.demandChannelStreamKpiResults))

(22) Project [codegen id : 2]
Output [3]: [prodPlantResults#97459.productId AS _extract_productId#97583, prodPlantResults#97459.plantId AS _extract_plantId#97584, prodPlantResults#97459.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#97585]
Input [1]: [prodPlantResults#97459]

(23) Generate [codegen id : 2]
Input [3]: [_extract_productId#97583, _extract_plantId#97584, _extract_demandChannelStreamKpiResults#97585]
Arguments: explode(_extract_demandChannelStreamKpiResults#97585), [_extract_productId#97583, _extract_plantId#97584], false, [demandChannelStreamKpiResults#97443]

(24) Project
Output [6]: [_extract_productId#97583 AS product#97437, _extract_plantId#97584 AS plant#97438, null AS qty#97460, demandChannelStreamKpiResults#97443.demandChannel AS demandChannel#97445, demandChannelStreamKpiResults#97443.demandStream AS demandStream#97447, transform(demandChannelStreamKpiResults#97443.kpiResults, lambdafunction(struct(label, lambda kpi#97465.label, dateTime, lambda kpi#97465.datetime, value, lambda kpi#97465.value), lambda kpi#97465, false)) AS kpis#97579]
Input [3]: [_extract_productId#97583, _extract_plantId#97584, demandChannelStreamKpiResults#97443]

(25) Union

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

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

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#67228, worklistShardItemId#67229L, version#67230, product#67231, plant#67232, periodStart#67233, periodEnd#67234, qty#67235]
Arguments: [shardId#67228, worklistShardItemId#67229L, version#67230, product#67231, plant#67232, periodStart#67233, periodEnd#67234, qty#67235], SQLExecutionRDD[5413] at start at FileStorageAdapterImpl.java:177, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#67228, worklistShardItemId#67229L, version#67230, product#67231, plant#67232, periodStart#67233, periodEnd#67234, qty#67235]
Arguments: hashpartitioning(product#67231, plant#67232, 20), REPARTITION_BY_NUM, [plan_id=195956]

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

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

(32) BroadcastExchange
Input [5]: [shardId#67228, worklistShardItemId#67229L, product#67231, plant#67232, qty#67235]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[2, string, true], ), isnull(input[2, string, true]), coalesce(input[3, string, true], ), isnull(input[3, string, true])),false), [plan_id=197433]

(33) BroadcastHashJoin [codegen id : 4]
Left keys [4]: [coalesce(product#97428, ), isnull(product#97428), coalesce(plant#97429, ), isnull(plant#97429)]
Right keys [4]: [coalesce(product#67231, ), isnull(product#67231), coalesce(plant#67232, ), isnull(plant#67232)]
Join type: Inner
Join condition: ((qty#97455 <=> qty#67235) OR isnull(qty#67235))

(34) Project [codegen id : 4]
Output [6]: [shardId#67228, worklistShardItemId#67229L, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464]
Input [11]: [product#97428, plant#97429, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464, shardId#67228, worklistShardItemId#67229L, product#67231, plant#67232, qty#67235]

(35) Sort [codegen id : 4]
Input [6]: [shardId#67228, worklistShardItemId#67229L, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464]
Arguments: [demandChannel#97435 ASC NULLS FIRST, shardId#67228 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#97455)) AS qty#97455 ASC NULLS FIRST, worklistShardItemId#67229L ASC NULLS FIRST, demandStream#97436 ASC NULLS FIRST], false, 0

(36) SortAggregate
Input [6]: [shardId#67228, worklistShardItemId#67229L, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464]
Keys [5]: [demandChannel#97435, shardId#67228, knownfloatingpointnormalized(normalizenanandzero(qty#97455)) AS qty#97455, worklistShardItemId#67229L, demandStream#97436]
Functions [1]: [partial_first(kpis#97464, false)]
Aggregate Attributes [2]: [first#97641, valueSet#97642]
Results [7]: [demandChannel#97435, shardId#67228, qty#97455, worklistShardItemId#67229L, demandStream#97436, first#97643, valueSet#97644]

(37) Exchange
Input [7]: [demandChannel#97435, shardId#67228, qty#97455, worklistShardItemId#67229L, demandStream#97436, first#97643, valueSet#97644]
Arguments: hashpartitioning(demandChannel#97435, shardId#67228, qty#97455, worklistShardItemId#67229L, demandStream#97436, 20), ENSURE_REQUIREMENTS, [plan_id=197440]

(38) Sort [codegen id : 5]
Input [7]: [demandChannel#97435, shardId#67228, qty#97455, worklistShardItemId#67229L, demandStream#97436, first#97643, valueSet#97644]
Arguments: [demandChannel#97435 ASC NULLS FIRST, shardId#67228 ASC NULLS FIRST, qty#97455 ASC NULLS FIRST, worklistShardItemId#67229L ASC NULLS FIRST, demandStream#97436 ASC NULLS FIRST], false, 0

(39) SortAggregate
Input [7]: [demandChannel#97435, shardId#67228, qty#97455, worklistShardItemId#67229L, demandStream#97436, first#97643, valueSet#97644]
Keys [5]: [demandChannel#97435, shardId#67228, qty#97455, worklistShardItemId#67229L, demandStream#97436]
Functions [1]: [first(kpis#97464, false)]
Aggregate Attributes [1]: [first(kpis#97464)()#97576]
Results [6]: [shardId#67228, worklistShardItemId#67229L, qty#97455, demandChannel#97435, demandStream#97436, first(kpis#97464)()#97576 AS kpis#97577]

(40) Filter [codegen id : 3]
Input [6]: [shardId#67228, worklistShardItemId#67229L, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464]
Condition : (isnotnull(shardId#67228) AND isnotnull(worklistShardItemId#67229L))

(41) InMemoryTableScan
Output [3]: [shardId#97931, worklistShardItemId#97932L, version#97933]
Arguments: [shardId#97931, worklistShardItemId#97932L, version#97933], [isnotnull(shardId#97931), isnotnull(worklistShardItemId#97932L)]

(42) InMemoryRelation
Arguments: [shardId#97931, worklistShardItemId#97932L, version#97933, product#97934, plant#97935, periodStart#97936, periodEnd#97937, qty#97938], StorageLevel(disk, memory, 2 replicas)

(43) Filter [codegen id : 1]
Input [3]: [shardId#97931, worklistShardItemId#97932L, version#97933]
Condition : (isnotnull(shardId#97931) AND isnotnull(worklistShardItemId#97932L))

(44) HashAggregate [codegen id : 1]
Input [3]: [shardId#97931, worklistShardItemId#97932L, version#97933]
Keys [2]: [shardId#97931, worklistShardItemId#97932L]
Functions [1]: [partial_max(version#97933)]
Aggregate Attributes [1]: [max#98149]
Results [3]: [shardId#97931, worklistShardItemId#97932L, max#98150]

(45) Exchange
Input [3]: [shardId#97931, worklistShardItemId#97932L, max#98150]
Arguments: hashpartitioning(shardId#97931, worklistShardItemId#97932L, 20), ENSURE_REQUIREMENTS, [plan_id=197537]

(46) HashAggregate [codegen id : 2]
Input [3]: [shardId#97931, worklistShardItemId#97932L, max#98150]
Keys [2]: [shardId#97931, worklistShardItemId#97932L]
Functions [1]: [max(version#97933)]
Aggregate Attributes [1]: [max(version#97933)#97930]
Results [3]: [shardId#97931, worklistShardItemId#97932L, (max(version#97933)#97930 + 1) AS version#97926]

(47) BroadcastExchange
Input [3]: [shardId#97931, worklistShardItemId#97932L, version#97926]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=197541]

(48) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [shardId#67228, worklistShardItemId#67229L]
Right keys [2]: [shardId#97931, worklistShardItemId#97932L]
Join type: Inner
Join condition: None

(49) Project [codegen id : 3]
Output [7]: [shardId#67228, worklistShardItemId#67229L, version#97926, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464]
Input [9]: [shardId#67228, worklistShardItemId#67229L, qty#97455, demandChannel#97435, demandStream#97436, kpis#97464, shardId#97931, worklistShardItemId#97932L, version#97926]

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.sql.adaptive.enabled	false
spark.sql.cbo.enabled	false
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true
spark.sql.requireAllClusterKeysForDistribution	false
spark.sql.shuffle.partitions	20
temporal.activity.id	67f898dc-c6d0-3482-9d27-c2a213d7ebd4
temporal.activity.type	RunStreamWithId