crp-order-quantity-kpi-service - Details for Query 31889

Submitted Time: 2026/08/31 13:12:38
Duration: 54 ms

Plan Visualization

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

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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#6762045]"]; } 34 [id="node34" labelType="html" label=" Scan " tooltip="Scan[obj#6762041]"]; 35 [id="node35" labelType="html" label=" Project " tooltip="Project [_extract_productId#6762226 AS product#6762080, _extract_plantId#6762227 AS plant#6762081, null AS qty#6762103, demandChannelStreamKpiResults#6762086.demandChannel AS demandChannel#6762088, demandChannelStreamKpiResults#6762086.demandStream AS demandStream#6762090, transform(demandChannelStreamKpiResults#6762086.kpiResults, lambdafunction(struct(label, lambda kpi#6762108.label, dateTime, lambda kpi#6762108.datetime, value, lambda kpi#6762108.value), lambda kpi#6762108, false)) AS kpis#6762222]"]; subgraph cluster36 { isCluster="true"; id="cluster36"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 37 [id="node37" labelType="html" label=" Generate " tooltip="Generate explode(_extract_demandChannelStreamKpiResults#6762228), [_extract_productId#6762226, _extract_plantId#6762227], false, [demandChannelStreamKpiResults#6762086]"]; 38 [id="node38" labelType="html" label=" Project " tooltip="Project [prodPlantResults#6762102.productId AS _extract_productId#6762226, prodPlantResults#6762102.plantId AS _extract_plantId#6762227, prodPlantResults#6762102.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#6762228]"]; 39 [id="node39" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#6762102.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#6762102.demandChannelStreamKpiResults))"]; } 40 [id="node40" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#6762102], [(size(prodPlantResults#6762102.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#6762102.demandChannelStreamKpiResults)]"]; subgraph cluster41 { isCluster="true"; id="cluster41"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 42 [id="node42" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#6762045), false, [prodPlantResults#6762052]"]; 43 [id="node43" labelType="html" label=" Project " tooltip="Project [prodPlantResults#6762045]"]; 44 [id="node44" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#6762045, true) > 0) AND isnotnull(prodPlantResults#6762045))"]; 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#6762045]"]; } 46 [id="node46" labelType="html" label=" Scan " tooltip="Scan[obj#6762041]"]; 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=29024669]"]; 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=29023562]"]; 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#6762098, demandChannel#6762078, demandStream#6762079, kpis#6762107]
Arguments: [shardId#6552497, worklistShardItemId#6552498L, qty#6762098, demandChannel#6762078, demandStream#6762079, kpis#6762107]

(2) InMemoryRelation
Arguments: [shardId#6552497, worklistShardItemId#6552498L, qty#6762098, demandChannel#6762078, demandStream#6762079, kpis#6762107], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#6762052]
Arguments: [prodPlantResults#6762052]

(4) InMemoryRelation
Arguments: [prodPlantResults#6762052], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#6762041]
Arguments: obj#6762041: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[419005] at start at FileStorageAdapterImpl.java:179

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#6762041]
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#6762044, 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#6762045]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#6762044, prodPlantResults#6762045]
Condition : ((size(prodPlantResults#6762045, true) > 0) AND isnotnull(prodPlantResults#6762045))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#6762045]
Input [2]: [performanceMeasurements#6762044, prodPlantResults#6762045]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#6762045]
Arguments: explode(prodPlantResults#6762045), false, [prodPlantResults#6762052]

(10) Project
Output [6]: [prodPlantResults#6762052.productId AS product#6762071, prodPlantResults#6762052.plantId AS plant#6762072, null AS qty#6762098, null AS demandChannel#6762078, null AS demandStream#6762079, transform(prodPlantResults#6762052.kpiResults, lambdafunction(struct(label, lambda kpi#6762108.label, dateTime, lambda kpi#6762108.datetime, value, lambda kpi#6762108.value), lambda kpi#6762108, false)) AS kpis#6762107]
Input [1]: [prodPlantResults#6762052]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#6762097]
Arguments: [prodPlantResults#6762097], [(size(prodPlantResults#6762097.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#6762097.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#6762097], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#6762097]
Condition : ((size(prodPlantResults#6762097.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#6762097.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#6762097.productId AS _extract_productId#6762223, prodPlantResults#6762097.plantId AS _extract_plantId#6762224, prodPlantResults#6762097.quantityKpiResults AS _extract_quantityKpiResults#6762225]
Input [1]: [prodPlantResults#6762097]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#6762223, _extract_plantId#6762224, _extract_quantityKpiResults#6762225]
Arguments: explode(_extract_quantityKpiResults#6762225), [_extract_productId#6762223, _extract_plantId#6762224], false, [quantityKpiResults#6762064]

(16) Project
Output [6]: [_extract_productId#6762223 AS product#6762058, _extract_plantId#6762224 AS plant#6762059, quantityKpiResults#6762064.quantity AS qty#6762065, null AS demandChannel#6762067, null AS demandStream#6762068, transform(quantityKpiResults#6762064.kpiResults, lambdafunction(struct(label, lambda kpi#6762108.label, dateTime, lambda kpi#6762108.datetime, value, lambda kpi#6762108.value), lambda kpi#6762108, false)) AS kpis#6762221]
Input [3]: [_extract_productId#6762223, _extract_plantId#6762224, quantityKpiResults#6762064]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#6762102]
Arguments: [prodPlantResults#6762102], [(size(prodPlantResults#6762102.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#6762102.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#6762102], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#6762102]
Condition : ((size(prodPlantResults#6762102.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#6762102.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#6762102.productId AS _extract_productId#6762226, prodPlantResults#6762102.plantId AS _extract_plantId#6762227, prodPlantResults#6762102.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#6762228]
Input [1]: [prodPlantResults#6762102]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#6762226, _extract_plantId#6762227, _extract_demandChannelStreamKpiResults#6762228]
Arguments: explode(_extract_demandChannelStreamKpiResults#6762228), [_extract_productId#6762226, _extract_plantId#6762227], false, [demandChannelStreamKpiResults#6762086]

(22) Project
Output [6]: [_extract_productId#6762226 AS product#6762080, _extract_plantId#6762227 AS plant#6762081, null AS qty#6762103, demandChannelStreamKpiResults#6762086.demandChannel AS demandChannel#6762088, demandChannelStreamKpiResults#6762086.demandStream AS demandStream#6762090, transform(demandChannelStreamKpiResults#6762086.kpiResults, lambdafunction(struct(label, lambda kpi#6762108.label, dateTime, lambda kpi#6762108.datetime, value, lambda kpi#6762108.value), lambda kpi#6762108, false)) AS kpis#6762222]
Input [3]: [_extract_productId#6762226, _extract_plantId#6762227, demandChannelStreamKpiResults#6762086]

(23) Union

(24) Exchange
Input [6]: [product#6762071, plant#6762072, qty#6762098, demandChannel#6762078, demandStream#6762079, kpis#6762107]
Arguments: hashpartitioning(coalesce(product#6762071, ), isnull(product#6762071), coalesce(plant#6762072, ), isnull(plant#6762072), 30), ENSURE_REQUIREMENTS, [plan_id=29024660]

(25) Sort [codegen id : 3]
Input [6]: [product#6762071, plant#6762072, qty#6762098, demandChannel#6762078, demandStream#6762079, kpis#6762107]
Arguments: [coalesce(product#6762071, ) ASC NULLS FIRST, isnull(product#6762071) ASC NULLS FIRST, coalesce(plant#6762072, ) ASC NULLS FIRST, isnull(plant#6762072) 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[418844] 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=29023562]

(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=29024669]

(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#6762071, ), isnull(product#6762071), coalesce(plant#6762072, ), isnull(plant#6762072)]
Right keys [4]: [coalesce(product#6552500, ), isnull(product#6552500), coalesce(plant#6552501, ), isnull(plant#6552501)]
Join type: Inner
Join condition: ((qty#6762098 <=> qty#6552504) OR isnull(qty#6552504))

(35) Project [codegen id : 6]
Output [6]: [shardId#6552497, worklistShardItemId#6552498L, qty#6762098, demandChannel#6762078, demandStream#6762079, kpis#6762107]
Input [11]: [product#6762071, plant#6762072, qty#6762098, demandChannel#6762078, demandStream#6762079, kpis#6762107, shardId#6552497, worklistShardItemId#6552498L, product#6552500, plant#6552501, qty#6552504]

(36) Sort [codegen id : 6]
Input [6]: [shardId#6552497, worklistShardItemId#6552498L, qty#6762098, demandChannel#6762078, demandStream#6762079, kpis#6762107]
Arguments: [demandChannel#6762078 ASC NULLS FIRST, shardId#6552497 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#6762098)) AS qty#6762098 ASC NULLS FIRST, worklistShardItemId#6552498L ASC NULLS FIRST, demandStream#6762079 ASC NULLS FIRST], false, 0

(37) SortAggregate
Input [6]: [shardId#6552497, worklistShardItemId#6552498L, qty#6762098, demandChannel#6762078, demandStream#6762079, kpis#6762107]
Keys [5]: [demandChannel#6762078, shardId#6552497, knownfloatingpointnormalized(normalizenanandzero(qty#6762098)) AS qty#6762098, worklistShardItemId#6552498L, demandStream#6762079]
Functions [1]: [partial_first(kpis#6762107, false)]
Aggregate Attributes [2]: [first#6762284, valueSet#6762285]
Results [7]: [demandChannel#6762078, shardId#6552497, qty#6762098, worklistShardItemId#6552498L, demandStream#6762079, first#6762286, valueSet#6762287]

(38) Exchange
Input [7]: [demandChannel#6762078, shardId#6552497, qty#6762098, worklistShardItemId#6552498L, demandStream#6762079, first#6762286, valueSet#6762287]
Arguments: hashpartitioning(demandChannel#6762078, shardId#6552497, qty#6762098, worklistShardItemId#6552498L, demandStream#6762079, 30), ENSURE_REQUIREMENTS, [plan_id=29024679]

(39) Sort [codegen id : 7]
Input [7]: [demandChannel#6762078, shardId#6552497, qty#6762098, worklistShardItemId#6552498L, demandStream#6762079, first#6762286, valueSet#6762287]
Arguments: [demandChannel#6762078 ASC NULLS FIRST, shardId#6552497 ASC NULLS FIRST, qty#6762098 ASC NULLS FIRST, worklistShardItemId#6552498L ASC NULLS FIRST, demandStream#6762079 ASC NULLS FIRST], false, 0

(40) SortAggregate
Input [7]: [demandChannel#6762078, shardId#6552497, qty#6762098, worklistShardItemId#6552498L, demandStream#6762079, first#6762286, valueSet#6762287]
Keys [5]: [demandChannel#6762078, shardId#6552497, qty#6762098, worklistShardItemId#6552498L, demandStream#6762079]
Functions [1]: [first(kpis#6762107, false)]
Aggregate Attributes [1]: [first(kpis#6762107)()#6762219]
Results [6]: [shardId#6552497, worklistShardItemId#6552498L, qty#6762098, demandChannel#6762078, demandStream#6762079, first(kpis#6762107)()#6762219 AS kpis#6762220]

(41) DeserializeToObject
Input [6]: [shardId#6552497, worklistShardItemId#6552498L, qty#6762098, demandChannel#6762078, demandStream#6762079, kpis#6762107]
Arguments: createexternalrow(invoke(shardId#6552497.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#6552498L)), static_invoke(java.lang.Double.valueOf(qty#6762098)), invoke(demandChannel#6762078.toString()), invoke(demandStream#6762079.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#6762107, 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#6762387: 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	12
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