crp-order-quantity-kpi-service - Details for Query 32444

Submitted Time: 2026/08/31 14:16:41
Duration: 56 ms

Plan Visualization

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

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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#6873255]"]; } 34 [id="node34" labelType="html" label=" Scan " tooltip="Scan[obj#6873251]"]; 35 [id="node35" labelType="html" label=" Project " tooltip="Project [_extract_productId#6873436 AS product#6873290, _extract_plantId#6873437 AS plant#6873291, null AS qty#6873313, demandChannelStreamKpiResults#6873296.demandChannel AS demandChannel#6873298, demandChannelStreamKpiResults#6873296.demandStream AS demandStream#6873300, transform(demandChannelStreamKpiResults#6873296.kpiResults, lambdafunction(struct(label, lambda kpi#6873318.label, dateTime, lambda kpi#6873318.datetime, value, lambda kpi#6873318.value), lambda kpi#6873318, false)) AS kpis#6873432]"]; subgraph cluster36 { isCluster="true"; id="cluster36"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 37 [id="node37" labelType="html" label=" Generate " tooltip="Generate explode(_extract_demandChannelStreamKpiResults#6873438), [_extract_productId#6873436, _extract_plantId#6873437], false, [demandChannelStreamKpiResults#6873296]"]; 38 [id="node38" labelType="html" label=" Project " tooltip="Project [prodPlantResults#6873312.productId AS _extract_productId#6873436, prodPlantResults#6873312.plantId AS _extract_plantId#6873437, prodPlantResults#6873312.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#6873438]"]; 39 [id="node39" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#6873312.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#6873312.demandChannelStreamKpiResults))"]; } 40 [id="node40" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#6873312], [(size(prodPlantResults#6873312.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#6873312.demandChannelStreamKpiResults)]"]; subgraph cluster41 { isCluster="true"; id="cluster41"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 42 [id="node42" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#6873255), false, [prodPlantResults#6873262]"]; 43 [id="node43" labelType="html" label=" Project " tooltip="Project [prodPlantResults#6873255]"]; 44 [id="node44" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#6873255, true) > 0) AND isnotnull(prodPlantResults#6873255))"]; 45 [id="node45" 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 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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#6873255]"]; } 46 [id="node46" labelType="html" label=" Scan " tooltip="Scan[obj#6873251]"]; subgraph cluster47 { isCluster="true"; id="cluster47"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 48 [id="node48" labelType="html" label=" Sort " tooltip="Sort [coalesce(product#6552500, ) ASC NULLS FIRST, isnull(product#6552500) ASC NULLS FIRST, coalesce(plant#6552501, ) ASC NULLS FIRST, isnull(plant#6552501) ASC NULLS FIRST], false, 0"]; } 49 [id="node49" labelType="html" label="Exchange number of partitions: 30" tooltip="Exchange hashpartitioning(coalesce(product#6552500, ), isnull(product#6552500), coalesce(plant#6552501, ), isnull(plant#6552501), 30), ENSURE_REQUIREMENTS, [plan_id=29068852]"]; subgraph cluster50 { isCluster="true"; id="cluster50"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 51 [id="node51" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#6552501, shardId#6552497, qty#6552504, worklistShardItemId#6552498L, product#6552500], functions=[])"]; 52 [id="node52" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#6552501, shardId#6552497, knownfloatingpointnormalized(normalizenanandzero(qty#6552504)) AS qty#6552504, worklistShardItemId#6552498L, product#6552500], functions=[])"]; } 53 [id="node53" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#6552497, worklistShardItemId#6552498L, product#6552500, plant#6552501, qty#6552504]"]; 54 [id="node54" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#6552500, plant#6552501, 30), REPARTITION_BY_NUM, [plan_id=29067735]"]; subgraph cluster55 { isCluster="true"; id="cluster55"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 56 [id="node56" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#6552497,worklistShardItemId#6552498L,version#6552499,product#6552500,plant#6552501,periodStart#6552502,periodEnd#6552503,qty#6552504]"]; } 1->0; 2->1; 4->2; 5->4; 6->5; 8->6; 9->8; 10->9; 12->10; 13->12; 14->13; 15->14; 16->15; 18->16; 19->18; 20->19; 21->20; 22->21; 23->14; 25->23; 26->25; 27->26; 28->27; 30->28; 31->30; 32->31; 33->32; 34->33; 35->14; 37->35; 38->37; 39->38; 40->39; 42->40; 43->42; 44->43; 45->44; 46->45; 48->10; 49->48; 51->49; 52->51; 53->52; 54->53; 56->54; }

Details

== Physical Plan ==
DeserializeToObject (41)
+- InMemoryTableScan (1)
      +- InMemoryRelation (2)
            +- SortAggregate (40)
               +- * Sort (39)
                  +- Exchange (38)
                     +- SortAggregate (37)
                        +- * Sort (36)
                           +- * Project (35)
                              +- * SortMergeJoin Inner (34)
                                 :- * Sort (25)
                                 :  +- Exchange (24)
                                 :     +- Union (23)
                                 :        :- Project (10)
                                 :        :  +- InMemoryTableScan (3)
                                 :        :        +- InMemoryRelation (4)
                                 :        :              +- * Generate (9)
                                 :        :                 +- * Project (8)
                                 :        :                    +- * Filter (7)
                                 :        :                       +- * SerializeFromObject (6)
                                 :        :                          +- Scan (5)
                                 :        :- Project (16)
                                 :        :  +- * Generate (15)
                                 :        :     +- * Project (14)
                                 :        :        +- * Filter (13)
                                 :        :           +- InMemoryTableScan (11)
                                 :        :                 +- InMemoryRelation (12)
                                 :        :                       +- * Generate (9)
                                 :        :                          +- * Project (8)
                                 :        :                             +- * Filter (7)
                                 :        :                                +- * SerializeFromObject (6)
                                 :        :                                   +- Scan (5)
                                 :        +- Project (22)
                                 :           +- * Generate (21)
                                 :              +- * Project (20)
                                 :                 +- * Filter (19)
                                 :                    +- InMemoryTableScan (17)
                                 :                          +- InMemoryRelation (18)
                                 :                                +- * Generate (9)
                                 :                                   +- * Project (8)
                                 :                                      +- * Filter (7)
                                 :                                         +- * SerializeFromObject (6)
                                 :                                            +- Scan (5)
                                 +- * Sort (33)
                                    +- Exchange (32)
                                       +- * HashAggregate (31)
                                          +- * HashAggregate (30)
                                             +- InMemoryTableScan (26)
                                                   +- InMemoryRelation (27)
                                                         +- Exchange (29)
                                                            +- * Scan ExistingRDD (28)


(1) InMemoryTableScan
Output [6]: [shardId#6552497, worklistShardItemId#6552498L, qty#6873308, demandChannel#6873288, demandStream#6873289, kpis#6873317]
Arguments: [shardId#6552497, worklistShardItemId#6552498L, qty#6873308, demandChannel#6873288, demandStream#6873289, kpis#6873317]

(2) InMemoryRelation
Arguments: [shardId#6552497, worklistShardItemId#6552498L, qty#6873308, demandChannel#6873288, demandStream#6873289, kpis#6873317], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#6873262]
Arguments: [prodPlantResults#6873262]

(4) InMemoryRelation
Arguments: [prodPlantResults#6873262], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#6873251]
Arguments: obj#6873251: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[426166] at start at FileStorageAdapterImpl.java:179

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#6873251]
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#6873254, 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#6873255]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#6873254, prodPlantResults#6873255]
Condition : ((size(prodPlantResults#6873255, true) > 0) AND isnotnull(prodPlantResults#6873255))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#6873255]
Input [2]: [performanceMeasurements#6873254, prodPlantResults#6873255]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#6873255]
Arguments: explode(prodPlantResults#6873255), false, [prodPlantResults#6873262]

(10) Project
Output [6]: [prodPlantResults#6873262.productId AS product#6873281, prodPlantResults#6873262.plantId AS plant#6873282, null AS qty#6873308, null AS demandChannel#6873288, null AS demandStream#6873289, transform(prodPlantResults#6873262.kpiResults, lambdafunction(struct(label, lambda kpi#6873318.label, dateTime, lambda kpi#6873318.datetime, value, lambda kpi#6873318.value), lambda kpi#6873318, false)) AS kpis#6873317]
Input [1]: [prodPlantResults#6873262]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#6873307]
Arguments: [prodPlantResults#6873307], [(size(prodPlantResults#6873307.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#6873307.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#6873307], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#6873307]
Condition : ((size(prodPlantResults#6873307.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#6873307.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#6873307.productId AS _extract_productId#6873433, prodPlantResults#6873307.plantId AS _extract_plantId#6873434, prodPlantResults#6873307.quantityKpiResults AS _extract_quantityKpiResults#6873435]
Input [1]: [prodPlantResults#6873307]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#6873433, _extract_plantId#6873434, _extract_quantityKpiResults#6873435]
Arguments: explode(_extract_quantityKpiResults#6873435), [_extract_productId#6873433, _extract_plantId#6873434], false, [quantityKpiResults#6873274]

(16) Project
Output [6]: [_extract_productId#6873433 AS product#6873268, _extract_plantId#6873434 AS plant#6873269, quantityKpiResults#6873274.quantity AS qty#6873275, null AS demandChannel#6873277, null AS demandStream#6873278, transform(quantityKpiResults#6873274.kpiResults, lambdafunction(struct(label, lambda kpi#6873318.label, dateTime, lambda kpi#6873318.datetime, value, lambda kpi#6873318.value), lambda kpi#6873318, false)) AS kpis#6873431]
Input [3]: [_extract_productId#6873433, _extract_plantId#6873434, quantityKpiResults#6873274]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#6873312]
Arguments: [prodPlantResults#6873312], [(size(prodPlantResults#6873312.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#6873312.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#6873312], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#6873312]
Condition : ((size(prodPlantResults#6873312.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#6873312.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#6873312.productId AS _extract_productId#6873436, prodPlantResults#6873312.plantId AS _extract_plantId#6873437, prodPlantResults#6873312.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#6873438]
Input [1]: [prodPlantResults#6873312]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#6873436, _extract_plantId#6873437, _extract_demandChannelStreamKpiResults#6873438]
Arguments: explode(_extract_demandChannelStreamKpiResults#6873438), [_extract_productId#6873436, _extract_plantId#6873437], false, [demandChannelStreamKpiResults#6873296]

(22) Project
Output [6]: [_extract_productId#6873436 AS product#6873290, _extract_plantId#6873437 AS plant#6873291, null AS qty#6873313, demandChannelStreamKpiResults#6873296.demandChannel AS demandChannel#6873298, demandChannelStreamKpiResults#6873296.demandStream AS demandStream#6873300, transform(demandChannelStreamKpiResults#6873296.kpiResults, lambdafunction(struct(label, lambda kpi#6873318.label, dateTime, lambda kpi#6873318.datetime, value, lambda kpi#6873318.value), lambda kpi#6873318, false)) AS kpis#6873432]
Input [3]: [_extract_productId#6873436, _extract_plantId#6873437, demandChannelStreamKpiResults#6873296]

(23) Union

(24) Exchange
Input [6]: [product#6873281, plant#6873282, qty#6873308, demandChannel#6873288, demandStream#6873289, kpis#6873317]
Arguments: hashpartitioning(coalesce(product#6873281, ), isnull(product#6873281), coalesce(plant#6873282, ), isnull(plant#6873282), 30), ENSURE_REQUIREMENTS, [plan_id=29068843]

(25) Sort [codegen id : 3]
Input [6]: [product#6873281, plant#6873282, qty#6873308, demandChannel#6873288, demandStream#6873289, kpis#6873317]
Arguments: [coalesce(product#6873281, ) ASC NULLS FIRST, isnull(product#6873281) ASC NULLS FIRST, coalesce(plant#6873282, ) ASC NULLS FIRST, isnull(plant#6873282) ASC NULLS FIRST], false, 0

(26) InMemoryTableScan
Output [5]: [shardId#6552497, worklistShardItemId#6552498L, product#6552500, plant#6552501, qty#6552504]
Arguments: [shardId#6552497, worklistShardItemId#6552498L, product#6552500, plant#6552501, qty#6552504]

(27) InMemoryRelation
Arguments: [shardId#6552497, worklistShardItemId#6552498L, version#6552499, product#6552500, plant#6552501, periodStart#6552502, periodEnd#6552503, qty#6552504], StorageLevel(disk, memory, 2 replicas)

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#6552497, worklistShardItemId#6552498L, version#6552499, product#6552500, plant#6552501, periodStart#6552502, periodEnd#6552503, qty#6552504]
Arguments: [shardId#6552497, worklistShardItemId#6552498L, version#6552499, product#6552500, plant#6552501, periodStart#6552502, periodEnd#6552503, qty#6552504], SQLExecutionRDD[426005] at start at FileStorageAdapterImpl.java:179, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#6552497, worklistShardItemId#6552498L, version#6552499, product#6552500, plant#6552501, periodStart#6552502, periodEnd#6552503, qty#6552504]
Arguments: hashpartitioning(product#6552500, plant#6552501, 30), REPARTITION_BY_NUM, [plan_id=29067735]

(30) HashAggregate [codegen id : 4]
Input [5]: [shardId#6552497, worklistShardItemId#6552498L, product#6552500, plant#6552501, qty#6552504]
Keys [5]: [plant#6552501, shardId#6552497, knownfloatingpointnormalized(normalizenanandzero(qty#6552504)) AS qty#6552504, worklistShardItemId#6552498L, product#6552500]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#6552501, shardId#6552497, qty#6552504, worklistShardItemId#6552498L, product#6552500]

(31) HashAggregate [codegen id : 4]
Input [5]: [plant#6552501, shardId#6552497, qty#6552504, worklistShardItemId#6552498L, product#6552500]
Keys [5]: [plant#6552501, shardId#6552497, qty#6552504, worklistShardItemId#6552498L, product#6552500]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#6552497, worklistShardItemId#6552498L, product#6552500, plant#6552501, qty#6552504]

(32) Exchange
Input [5]: [shardId#6552497, worklistShardItemId#6552498L, product#6552500, plant#6552501, qty#6552504]
Arguments: hashpartitioning(coalesce(product#6552500, ), isnull(product#6552500), coalesce(plant#6552501, ), isnull(plant#6552501), 30), ENSURE_REQUIREMENTS, [plan_id=29068852]

(33) Sort [codegen id : 5]
Input [5]: [shardId#6552497, worklistShardItemId#6552498L, product#6552500, plant#6552501, qty#6552504]
Arguments: [coalesce(product#6552500, ) ASC NULLS FIRST, isnull(product#6552500) ASC NULLS FIRST, coalesce(plant#6552501, ) ASC NULLS FIRST, isnull(plant#6552501) ASC NULLS FIRST], false, 0

(34) SortMergeJoin [codegen id : 6]
Left keys [4]: [coalesce(product#6873281, ), isnull(product#6873281), coalesce(plant#6873282, ), isnull(plant#6873282)]
Right keys [4]: [coalesce(product#6552500, ), isnull(product#6552500), coalesce(plant#6552501, ), isnull(plant#6552501)]
Join type: Inner
Join condition: ((qty#6873308 <=> qty#6552504) OR isnull(qty#6552504))

(35) Project [codegen id : 6]
Output [6]: [shardId#6552497, worklistShardItemId#6552498L, qty#6873308, demandChannel#6873288, demandStream#6873289, kpis#6873317]
Input [11]: [product#6873281, plant#6873282, qty#6873308, demandChannel#6873288, demandStream#6873289, kpis#6873317, shardId#6552497, worklistShardItemId#6552498L, product#6552500, plant#6552501, qty#6552504]

(36) Sort [codegen id : 6]
Input [6]: [shardId#6552497, worklistShardItemId#6552498L, qty#6873308, demandChannel#6873288, demandStream#6873289, kpis#6873317]
Arguments: [demandChannel#6873288 ASC NULLS FIRST, shardId#6552497 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#6873308)) AS qty#6873308 ASC NULLS FIRST, worklistShardItemId#6552498L ASC NULLS FIRST, demandStream#6873289 ASC NULLS FIRST], false, 0

(37) SortAggregate
Input [6]: [shardId#6552497, worklistShardItemId#6552498L, qty#6873308, demandChannel#6873288, demandStream#6873289, kpis#6873317]
Keys [5]: [demandChannel#6873288, shardId#6552497, knownfloatingpointnormalized(normalizenanandzero(qty#6873308)) AS qty#6873308, worklistShardItemId#6552498L, demandStream#6873289]
Functions [1]: [partial_first(kpis#6873317, false)]
Aggregate Attributes [2]: [first#6873494, valueSet#6873495]
Results [7]: [demandChannel#6873288, shardId#6552497, qty#6873308, worklistShardItemId#6552498L, demandStream#6873289, first#6873496, valueSet#6873497]

(38) Exchange
Input [7]: [demandChannel#6873288, shardId#6552497, qty#6873308, worklistShardItemId#6552498L, demandStream#6873289, first#6873496, valueSet#6873497]
Arguments: hashpartitioning(demandChannel#6873288, shardId#6552497, qty#6873308, worklistShardItemId#6552498L, demandStream#6873289, 30), ENSURE_REQUIREMENTS, [plan_id=29068862]

(39) Sort [codegen id : 7]
Input [7]: [demandChannel#6873288, shardId#6552497, qty#6873308, worklistShardItemId#6552498L, demandStream#6873289, first#6873496, valueSet#6873497]
Arguments: [demandChannel#6873288 ASC NULLS FIRST, shardId#6552497 ASC NULLS FIRST, qty#6873308 ASC NULLS FIRST, worklistShardItemId#6552498L ASC NULLS FIRST, demandStream#6873289 ASC NULLS FIRST], false, 0

(40) SortAggregate
Input [7]: [demandChannel#6873288, shardId#6552497, qty#6873308, worklistShardItemId#6552498L, demandStream#6873289, first#6873496, valueSet#6873497]
Keys [5]: [demandChannel#6873288, shardId#6552497, qty#6873308, worklistShardItemId#6552498L, demandStream#6873289]
Functions [1]: [first(kpis#6873317, false)]
Aggregate Attributes [1]: [first(kpis#6873317)()#6873429]
Results [6]: [shardId#6552497, worklistShardItemId#6552498L, qty#6873308, demandChannel#6873288, demandStream#6873289, first(kpis#6873317)()#6873429 AS kpis#6873430]

(41) DeserializeToObject
Input [6]: [shardId#6552497, worklistShardItemId#6552498L, qty#6873308, demandChannel#6873288, demandStream#6873289, kpis#6873317]
Arguments: createexternalrow(invoke(shardId#6552497.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#6552498L)), static_invoke(java.lang.Double.valueOf(qty#6873308)), invoke(demandChannel#6873288.toString()), invoke(demandStream#6873289.toString()), mapobjects(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1), createexternalrow(invoke(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1).label.toString()), static_invoke(DateTimeUtils.toJavaTimestamp(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1).dateTime)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1).value)), StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true)), kpis#6873317, Some(class scala.collection.mutable.ArraySeq)), StructField(shardId,StringType,true), StructField(worklistShardItemId,LongType,true), StructField(qty,DoubleType,true), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpis,ArrayType(StructType(StructField(label,StringType,true),StructField(dateTime,TimestampType,true),StructField(value,DoubleType,true)),false),true)), obj#6873597: org.apache.spark.sql.Row

SQL / DataFrame Properties

Name	Value
spark.activity.clearDeltaLogCache	false
spark.activity.clearSqlCache	false
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	20
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	380b254d-cd08-376f-a8ea-0fb4ce69f6c0
temporal.activity.type	RunStreamWithId