crp-order-quantity-kpi-service - Details for Query 96

Submitted Time: 2026/04/20 06:42:43
Duration: 18 ms

Plan Visualization

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

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tooltip="SortAggregate(key=[demandChannel#21587, shardId#445, qty#21607, worklistShardItemId#446L, demandStream#21588], functions=[first(kpis#21616, false)])"]; subgraph cluster3 { isCluster="true"; id="cluster3"; label="WholeStageCodegen (8)"; tooltip="WholeStageCodegen (8)"; 4 [id="node4" labelType="html" label=" Sort " tooltip="Sort [demandChannel#21587 ASC NULLS FIRST, shardId#445 ASC NULLS FIRST, qty#21607 ASC NULLS FIRST, worklistShardItemId#446L ASC NULLS FIRST, demandStream#21588 ASC NULLS FIRST], false, 0"]; } 5 [id="node5" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(demandChannel#21587, shardId#445, qty#21607, worklistShardItemId#446L, demandStream#21588, 37), ENSURE_REQUIREMENTS, [plan_id=116966]"]; 6 [id="node6" labelType="html" label=" SortAggregate " tooltip="SortAggregate(key=[demandChannel#21587, shardId#445, knownfloatingpointnormalized(normalizenanandzero(qty#21607)) AS qty#21607, worklistShardItemId#446L, demandStream#21588], 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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#21554]"]; } 34 [id="node34" labelType="html" label=" Scan " tooltip="Scan[obj#21550]"]; 35 [id="node35" labelType="html" label=" Project " tooltip="Project [_extract_productId#21755 AS product#21589, _extract_plantId#21756 AS plant#21590, null AS qty#21612, demandChannelStreamKpiResults#21595.demandChannel AS demandChannel#21597, demandChannelStreamKpiResults#21595.demandStream AS demandStream#21599, transform(demandChannelStreamKpiResults#21595.kpiResults, lambdafunction(struct(label, lambda kpi#21617.label, dateTime, lambda kpi#21617.datetime, value, lambda kpi#21617.value), lambda kpi#21617, false)) AS kpis#21751]"]; subgraph cluster36 { isCluster="true"; id="cluster36"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 37 [id="node37" labelType="html" label=" Generate " tooltip="Generate explode(_extract_demandChannelStreamKpiResults#21757), [_extract_productId#21755, _extract_plantId#21756], false, [demandChannelStreamKpiResults#21595]"]; 38 [id="node38" labelType="html" label=" Project " tooltip="Project [prodPlantResults#21611.productId AS _extract_productId#21755, prodPlantResults#21611.plantId AS _extract_plantId#21756, prodPlantResults#21611.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#21757]"]; 39 [id="node39" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#21611.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#21611.demandChannelStreamKpiResults))"]; } 40 [id="node40" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#21611], [(size(prodPlantResults#21611.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#21611.demandChannelStreamKpiResults)]"]; subgraph cluster41 { isCluster="true"; id="cluster41"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 42 [id="node42" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#21554), false, [prodPlantResults#21561]"]; 43 [id="node43" labelType="html" label=" Project " tooltip="Project [prodPlantResults#21554]"]; 44 [id="node44" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#21554, true) > 0) AND isnotnull(prodPlantResults#21554))"]; 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 com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.PerformanceMeasurement)))) 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com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult)))) null else named_struct(demandChannel, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandChannel()))), demandStream, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), 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), 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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), 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78 [id="node78" labelType="html" label=" Sort " tooltip="Sort [worklistShardItemId#446L ASC NULLS FIRST, shardId#445 ASC NULLS FIRST], false, 0"]; 79 [id="node79" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#449, shardId#445, version#447, worklistShardItemId#446L, product#448], functions=[])"]; 80 [id="node80" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#449, shardId#445, version#447, worklistShardItemId#446L, product#448], functions=[])"]; 81 [id="node81" labelType="html" label=" Project " tooltip="Project [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449]"]; 82 [id="node82" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#446L, shardId#445], [cachedWorklistShardItemId#18765L, cachedShardId#18764], Inner, ((qty#452 = cachedQty#18766) OR isnull(qty#452))"]; } subgraph cluster83 { isCluster="true"; id="cluster83"; label="WholeStageCodegen (2)"; 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[plan_id=115930]"]; subgraph cluster90 { isCluster="true"; id="cluster90"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 91 [id="node91" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#445,worklistShardItemId#446L,version#447,product#448,plant#449,periodStart#450,periodEnd#451,qty#452]"]; } subgraph cluster92 { isCluster="true"; id="cluster92"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 93 [id="node93" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#18765L ASC NULLS FIRST, cachedShardId#18764 ASC NULLS FIRST], false, 0"]; } 94 [id="node94" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#18765L, cachedShardId#18764, 37), ENSURE_REQUIREMENTS, [plan_id=116045]"]; subgraph cluster95 { isCluster="true"; id="cluster95"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 96 [id="node96" labelType="html" label=" Project " tooltip="Project [shardId#18758 AS cachedShardId#18764, worklistShardItemId#18759L AS cachedWorklistShardItemId#18765L, qty#18760 AS cachedQty#18766]"]; 97 [id="node97" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#18759L) AND isnotnull(shardId#18758))"]; 98 [id="node98" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#18758,worklistShardItemId#18759L,qty#18760,demandChannel#18761,demandStream#18762,kpis#18763]"]; } subgraph cluster99 { isCluster="true"; id="cluster99"; label="WholeStageCodegen (7)"; tooltip="WholeStageCodegen (7)"; 100 [id="node100" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#18775L ASC NULLS FIRST, cachedShardId#18774 ASC NULLS FIRST], false, 0"]; } 101 [id="node101" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#18775L, cachedShardId#18774, 37), ENSURE_REQUIREMENTS, [plan_id=116058]"]; subgraph cluster102 { isCluster="true"; id="cluster102"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 103 [id="node103" labelType="html" label=" Project " tooltip="Project [shardId#18768 AS cachedShardId#18774, worklistShardItemId#18769L AS cachedWorklistShardItemId#18775L, qty#18770 AS cachedQty#18776, demandChannel#18771, demandStream#18772, kpis#18773 AS cachedKpis#18777]"]; 104 [id="node104" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#18769L) AND isnotnull(shardId#18768))"]; 105 [id="node105" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#18768,worklistShardItemId#18769L,qty#18770,demandChannel#18771,demandStream#18772,kpis#18773]"]; } subgraph cluster106 { isCluster="true"; id="cluster106"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 107 [id="node107" labelType="html" label=" Project " tooltip="Project [shardId#18985, worklistShardItemId#18986L, version#18987, product#18988, plant#18989, qty#18992]"]; 108 [id="node108" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#18986L, shardId#18985], [cachedWorklistShardItemId#19000L, cachedShardId#18999], Inner"]; } subgraph cluster109 { isCluster="true"; id="cluster109"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 110 [id="node110" labelType="html" label=" Sort " tooltip="Sort [worklistShardItemId#18986L ASC NULLS FIRST, shardId#18985 ASC NULLS FIRST], false, 0"]; } 111 [id="node111" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(worklistShardItemId#18986L, shardId#18985, 37), ENSURE_REQUIREMENTS, [plan_id=116170]"]; subgraph cluster112 { isCluster="true"; id="cluster112"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 113 [id="node113" labelType="html" label=" Filter " tooltip="Filter ((isnull(qty#18992) AND isnotnull(worklistShardItemId#18986L)) AND isnotnull(shardId#18985))"]; } 114 [id="node114" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#18985, worklistShardItemId#18986L, version#18987, product#18988, plant#18989, qty#18992], [isnull(qty#18992), isnotnull(worklistShardItemId#18986L), isnotnull(shardId#18985)]"]; 115 [id="node115" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#448, plant#449, 37), REPARTITION_BY_NUM, [plan_id=115930]"]; subgraph cluster116 { isCluster="true"; id="cluster116"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 117 [id="node117" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#445,worklistShardItemId#446L,version#447,product#448,plant#449,periodStart#450,periodEnd#451,qty#452]"]; } subgraph cluster118 { isCluster="true"; id="cluster118"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 119 [id="node119" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#19000L ASC NULLS FIRST, cachedShardId#18999 ASC NULLS FIRST], false, 0"]; } 120 [id="node120" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#19000L, cachedShardId#18999, 37), ENSURE_REQUIREMENTS, [plan_id=116176]"]; subgraph cluster121 { isCluster="true"; id="cluster121"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 122 [id="node122" labelType="html" label=" Project " tooltip="Project [shardId#18993 AS cachedShardId#18999, worklistShardItemId#18994L AS cachedWorklistShardItemId#19000L]"]; 123 [id="node123" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#18994L) AND isnotnull(shardId#18993))"]; 124 [id="node124" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#18993,worklistShardItemId#18994L,qty#18995,demandChannel#18996,demandStream#18997,kpis#18998]"]; } subgraph cluster125 { isCluster="true"; id="cluster125"; label="WholeStageCodegen (9)"; tooltip="WholeStageCodegen (9)"; 126 [id="node126" labelType="html" label=" Project " tooltip="Project [shardId#19016, worklistShardItemId#19017L, version#19018, product#19019, plant#19020, qty#19044, demandChannel#19037, demandStream#19038, kpis#19045, false AS isNewlyCalculated#19015]"]; } 127 [id="node127" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [demandChannel#19037, demandStream#19038, kpis#19045, plant#19020, product#19019, qty#19044, shardId#19016, version#19018, worklistShardItemId#19017L]"]; subgraph cluster128 { isCluster="true"; id="cluster128"; label="WholeStageCodegen (8)"; tooltip="WholeStageCodegen (8)"; 129 [id="node129" labelType="html" label=" Project " tooltip="Project [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, cachedQty#18776 AS qty#18778, demandChannel#18771, demandStream#18772, cachedKpis#18777 AS kpis#18779]"]; 130 [id="node130" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#446L, shardId#445], [cachedWorklistShardItemId#18775L, cachedShardId#18774], Inner"]; } subgraph cluster131 { isCluster="true"; id="cluster131"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 132 [id="node132" labelType="html" label=" Sort " tooltip="Sort [worklistShardItemId#446L ASC NULLS FIRST, shardId#445 ASC NULLS FIRST], false, 0"]; 133 [id="node133" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#449, shardId#445, version#447, worklistShardItemId#446L, product#448], functions=[])"]; 134 [id="node134" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#449, shardId#445, version#447, worklistShardItemId#446L, product#448], functions=[])"]; 135 [id="node135" labelType="html" label=" Project " tooltip="Project [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449]"]; 136 [id="node136" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#446L, shardId#445], [cachedWorklistShardItemId#18765L, cachedShardId#18764], Inner, ((qty#452 = cachedQty#18766) OR isnull(qty#452))"]; } subgraph cluster137 { isCluster="true"; id="cluster137"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 138 [id="node138" labelType="html" label=" Sort " tooltip="Sort [worklistShardItemId#446L ASC NULLS FIRST, shardId#445 ASC NULLS FIRST], false, 0"]; } 139 [id="node139" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(worklistShardItemId#446L, shardId#445, 37), ENSURE_REQUIREMENTS, [plan_id=116039]"]; subgraph cluster140 { isCluster="true"; id="cluster140"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 141 [id="node141" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#446L) AND isnotnull(shardId#445))"]; } 142 [id="node142" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452], [isnotnull(worklistShardItemId#446L), isnotnull(shardId#445)]"]; 143 [id="node143" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#448, plant#449, 37), REPARTITION_BY_NUM, [plan_id=115930]"]; subgraph cluster144 { isCluster="true"; id="cluster144"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 145 [id="node145" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#445,worklistShardItemId#446L,version#447,product#448,plant#449,periodStart#450,periodEnd#451,qty#452]"]; } subgraph cluster146 { isCluster="true"; id="cluster146"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 147 [id="node147" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#18765L ASC NULLS FIRST, cachedShardId#18764 ASC NULLS FIRST], false, 0"]; } 148 [id="node148" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#18765L, cachedShardId#18764, 37), ENSURE_REQUIREMENTS, [plan_id=116045]"]; subgraph cluster149 { isCluster="true"; id="cluster149"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 150 [id="node150" labelType="html" label=" Project " tooltip="Project [shardId#18758 AS cachedShardId#18764, worklistShardItemId#18759L AS cachedWorklistShardItemId#18765L, qty#18760 AS cachedQty#18766]"]; 151 [id="node151" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#18759L) AND isnotnull(shardId#18758))"]; 152 [id="node152" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#18758,worklistShardItemId#18759L,qty#18760,demandChannel#18761,demandStream#18762,kpis#18763]"]; } subgraph cluster153 { isCluster="true"; id="cluster153"; label="WholeStageCodegen (7)"; tooltip="WholeStageCodegen (7)"; 154 [id="node154" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#18775L ASC NULLS FIRST, cachedShardId#18774 ASC NULLS FIRST], false, 0"]; } 155 [id="node155" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#18775L, cachedShardId#18774, 37), ENSURE_REQUIREMENTS, [plan_id=116058]"]; subgraph cluster156 { isCluster="true"; id="cluster156"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 157 [id="node157" labelType="html" label=" Project " tooltip="Project [shardId#18768 AS cachedShardId#18774, worklistShardItemId#18769L AS cachedWorklistShardItemId#18775L, qty#18770 AS cachedQty#18776, demandChannel#18771, demandStream#18772, kpis#18773 AS cachedKpis#18777]"]; 158 [id="node158" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#18769L) AND isnotnull(shardId#18768))"]; 159 [id="node159" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#18768,worklistShardItemId#18769L,qty#18770,demandChannel#18771,demandStream#18772,kpis#18773]"]; } 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; 54->52; 55->54; 56->55; 57->56; 58->57; 60->58; 61->60; 63->61; 64->63; 65->64; 66->65; 68->66; 70->61; 71->70; 72->71; 73->72; 75->73; 76->75; 78->76; 79->78; 80->79; 81->80; 82->81; 84->82; 85->84; 87->85; 88->87; 89->88; 91->89; 93->82; 94->93; 96->94; 97->96; 98->97; 100->76; 101->100; 103->101; 104->103; 105->104; 107->72; 108->107; 110->108; 111->110; 113->111; 114->113; 115->114; 117->115; 119->108; 120->119; 122->120; 123->122; 124->123; 126->58; 127->126; 129->127; 130->129; 132->130; 133->132; 134->133; 135->134; 136->135; 138->136; 139->138; 141->139; 142->141; 143->142; 145->143; 147->136; 148->147; 150->148; 151->150; 152->151; 154->130; 155->154; 157->155; 158->157; 159->158; }

Details

== Physical Plan ==
DeserializeToObject (93)
+- InMemoryTableScan (1)
      +- InMemoryRelation (2)
            +- SortAggregate (92)
               +- * Sort (91)
                  +- Exchange (90)
                     +- SortAggregate (89)
                        +- * Sort (88)
                           +- * Project (87)
                              +- * SortMergeJoin Inner (86)
                                 :- * 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 (85)
                                    +- Exchange (84)
                                       +- * HashAggregate (83)
                                          +- Exchange (82)
                                             +- * HashAggregate (81)
                                                +- * Project (80)
                                                   +- * Filter (79)
                                                      +- InMemoryTableScan (26)
                                                            +- InMemoryRelation (27)
                                                                  +- Union (78)
                                                                     :- * Project (74)
                                                                     :  +- * SortMergeJoin LeftAnti (73)
                                                                     :     :- * Sort (33)
                                                                     :     :  +- Exchange (32)
                                                                     :     :     +- InMemoryTableScan (28)
                                                                     :     :           +- InMemoryRelation (29)
                                                                     :     :                 +- Exchange (31)
                                                                     :     :                    +- * Scan ExistingRDD (30)
                                                                     :     +- * Sort (72)
                                                                     :        +- Exchange (71)
                                                                     :           +- Union (70)
                                                                     :              :- InMemoryTableScan (34)
                                                                     :              :     +- InMemoryRelation (35)
                                                                     :              :           +- * Project (57)
                                                                     :              :              +- * SortMergeJoin Inner (56)
                                                                     :              :                 :- * Sort (50)
                                                                     :              :                 :  +- * HashAggregate (49)
                                                                     :              :                 :     +- * HashAggregate (48)
                                                                     :              :                 :        +- * Project (47)
                                                                     :              :                 :           +- * SortMergeJoin Inner (46)
                                                                     :              :                 :              :- * Sort (40)
                                                                     :              :                 :              :  +- Exchange (39)
                                                                     :              :                 :              :     +- * Filter (38)
                                                                     :              :                 :              :        +- InMemoryTableScan (36)
                                                                     :              :                 :              :              +- InMemoryRelation (37)
                                                                     :              :                 :              :                    +- Exchange (31)
                                                                     :              :                 :              :                       +- * Scan ExistingRDD (30)
                                                                     :              :                 :              +- * Sort (45)
                                                                     :              :                 :                 +- Exchange (44)
                                                                     :              :                 :                    +- * Project (43)
                                                                     :              :                 :                       +- * Filter (42)
                                                                     :              :                 :                          +- * Scan ExistingRDD (41)
                                                                     :              :                 +- * Sort (55)
                                                                     :              :                    +- Exchange (54)
                                                                     :              :                       +- * Project (53)
                                                                     :              :                          +- * Filter (52)
                                                                     :              :                             +- * Scan ExistingRDD (51)
                                                                     :              +- * Project (69)
                                                                     :                 +- * SortMergeJoin Inner (68)
                                                                     :                    :- * Sort (62)
                                                                     :                    :  +- Exchange (61)
                                                                     :                    :     +- * Filter (60)
                                                                     :                    :        +- InMemoryTableScan (58)
                                                                     :                    :              +- InMemoryRelation (59)
                                                                     :                    :                    +- Exchange (31)
                                                                     :                    :                       +- * Scan ExistingRDD (30)
                                                                     :                    +- * Sort (67)
                                                                     :                       +- Exchange (66)
                                                                     :                          +- * Project (65)
                                                                     :                             +- * Filter (64)
                                                                     :                                +- * Scan ExistingRDD (63)
                                                                     +- * Project (77)
                                                                        +- InMemoryTableScan (75)
                                                                              +- InMemoryRelation (76)
                                                                                    +- * Project (57)
                                                                                       +- * SortMergeJoin Inner (56)
                                                                                          :- * Sort (50)
                                                                                          :  +- * HashAggregate (49)
                                                                                          :     +- * HashAggregate (48)
                                                                                          :        +- * Project (47)
                                                                                          :           +- * SortMergeJoin Inner (46)
                                                                                          :              :- * Sort (40)
                                                                                          :              :  +- Exchange (39)
                                                                                          :              :     +- * Filter (38)
                                                                                          :              :        +- InMemoryTableScan (36)
                                                                                          :              :              +- InMemoryRelation (37)
                                                                                          :              :                    +- Exchange (31)
                                                                                          :              :                       +- * Scan ExistingRDD (30)
                                                                                          :              +- * Sort (45)
                                                                                          :                 +- Exchange (44)
                                                                                          :                    +- * Project (43)
                                                                                          :                       +- * Filter (42)
                                                                                          :                          +- * Scan ExistingRDD (41)
                                                                                          +- * Sort (55)
                                                                                             +- Exchange (54)
                                                                                                +- * Project (53)
                                                                                                   +- * Filter (52)
                                                                                                      +- * Scan ExistingRDD (51)


(1) InMemoryTableScan
Output [6]: [shardId#445, worklistShardItemId#446L, qty#21607, demandChannel#21587, demandStream#21588, kpis#21616]
Arguments: [shardId#445, worklistShardItemId#446L, qty#21607, demandChannel#21587, demandStream#21588, kpis#21616]

(2) InMemoryRelation
Arguments: [shardId#445, worklistShardItemId#446L, qty#21607, demandChannel#21587, demandStream#21588, kpis#21616], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#21561]
Arguments: [prodPlantResults#21561]

(4) InMemoryRelation
Arguments: [prodPlantResults#21561], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#21550]
Arguments: obj#21550: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[1319] at start at FileStorageAdapterImpl.java:171

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#21550]
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#21553, 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#21554]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#21553, prodPlantResults#21554]
Condition : ((size(prodPlantResults#21554, true) > 0) AND isnotnull(prodPlantResults#21554))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#21554]
Input [2]: [performanceMeasurements#21553, prodPlantResults#21554]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#21554]
Arguments: explode(prodPlantResults#21554), false, [prodPlantResults#21561]

(10) Project
Output [6]: [prodPlantResults#21561.productId AS product#21580, prodPlantResults#21561.plantId AS plant#21581, null AS qty#21607, null AS demandChannel#21587, null AS demandStream#21588, transform(prodPlantResults#21561.kpiResults, lambdafunction(struct(label, lambda kpi#21617.label, dateTime, lambda kpi#21617.datetime, value, lambda kpi#21617.value), lambda kpi#21617, false)) AS kpis#21616]
Input [1]: [prodPlantResults#21561]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#21606]
Arguments: [prodPlantResults#21606], [(size(prodPlantResults#21606.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#21606.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#21606], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#21606]
Condition : ((size(prodPlantResults#21606.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#21606.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#21606.productId AS _extract_productId#21752, prodPlantResults#21606.plantId AS _extract_plantId#21753, prodPlantResults#21606.quantityKpiResults AS _extract_quantityKpiResults#21754]
Input [1]: [prodPlantResults#21606]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#21752, _extract_plantId#21753, _extract_quantityKpiResults#21754]
Arguments: explode(_extract_quantityKpiResults#21754), [_extract_productId#21752, _extract_plantId#21753], false, [quantityKpiResults#21573]

(16) Project
Output [6]: [_extract_productId#21752 AS product#21567, _extract_plantId#21753 AS plant#21568, quantityKpiResults#21573.quantity AS qty#21574, null AS demandChannel#21576, null AS demandStream#21577, transform(quantityKpiResults#21573.kpiResults, lambdafunction(struct(label, lambda kpi#21617.label, dateTime, lambda kpi#21617.datetime, value, lambda kpi#21617.value), lambda kpi#21617, false)) AS kpis#21750]
Input [3]: [_extract_productId#21752, _extract_plantId#21753, quantityKpiResults#21573]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#21611]
Arguments: [prodPlantResults#21611], [(size(prodPlantResults#21611.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#21611.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#21611], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#21611]
Condition : ((size(prodPlantResults#21611.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#21611.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#21611.productId AS _extract_productId#21755, prodPlantResults#21611.plantId AS _extract_plantId#21756, prodPlantResults#21611.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#21757]
Input [1]: [prodPlantResults#21611]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#21755, _extract_plantId#21756, _extract_demandChannelStreamKpiResults#21757]
Arguments: explode(_extract_demandChannelStreamKpiResults#21757), [_extract_productId#21755, _extract_plantId#21756], false, [demandChannelStreamKpiResults#21595]

(22) Project
Output [6]: [_extract_productId#21755 AS product#21589, _extract_plantId#21756 AS plant#21590, null AS qty#21612, demandChannelStreamKpiResults#21595.demandChannel AS demandChannel#21597, demandChannelStreamKpiResults#21595.demandStream AS demandStream#21599, transform(demandChannelStreamKpiResults#21595.kpiResults, lambdafunction(struct(label, lambda kpi#21617.label, dateTime, lambda kpi#21617.datetime, value, lambda kpi#21617.value), lambda kpi#21617, false)) AS kpis#21751]
Input [3]: [_extract_productId#21755, _extract_plantId#21756, demandChannelStreamKpiResults#21595]

(23) Union

(24) Exchange
Input [6]: [product#21580, plant#21581, qty#21607, demandChannel#21587, demandStream#21588, kpis#21616]
Arguments: hashpartitioning(coalesce(product#21580, ), isnull(product#21580), coalesce(plant#21581, ), isnull(plant#21581), 37), ENSURE_REQUIREMENTS, [plan_id=116942]

(25) Sort [codegen id : 3]
Input [6]: [product#21580, plant#21581, qty#21607, demandChannel#21587, demandStream#21588, kpis#21616]
Arguments: [coalesce(product#21580, ) ASC NULLS FIRST, isnull(product#21580) ASC NULLS FIRST, coalesce(plant#21581, ) ASC NULLS FIRST, isnull(plant#21581) ASC NULLS FIRST], false, 0

(26) InMemoryTableScan
Output [6]: [isNewlyCalculated#19014, plant#449, product#448, qty#452, shardId#445, worklistShardItemId#446L]
Arguments: [isNewlyCalculated#19014, plant#449, product#448, qty#452, shardId#445, worklistShardItemId#446L], [isNewlyCalculated#19014]

(27) InMemoryRelation
Arguments: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452, demandChannel#19011, demandStream#19012, kpis#19046, isNewlyCalculated#19014], StorageLevel(disk, memory, 2 replicas)

(28) InMemoryTableScan
Output [6]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452]
Arguments: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452]

(29) InMemoryRelation
Arguments: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, periodStart#450, periodEnd#451, qty#452], StorageLevel(disk, memory, 2 replicas)

(30) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, periodStart#450, periodEnd#451, qty#452]
Arguments: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, periodStart#450, periodEnd#451, qty#452], SQLExecutionRDD[1165] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(31) Exchange
Input [8]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, periodStart#450, periodEnd#451, qty#452]
Arguments: hashpartitioning(product#448, plant#449, 37), REPARTITION_BY_NUM, [plan_id=115930]

(32) Exchange
Input [6]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452]
Arguments: hashpartitioning(coalesce(shardId#445, ), isnull(shardId#445), coalesce(worklistShardItemId#446L, 0), isnull(worklistShardItemId#446L), coalesce(version#447, 0), isnull(version#447), coalesce(product#448, ), isnull(product#448), coalesce(plant#449, ), isnull(plant#449), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#452, 0.0))), isnull(qty#452), 37), ENSURE_REQUIREMENTS, [plan_id=116156]

(33) Sort [codegen id : 1]
Input [6]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452]
Arguments: [coalesce(shardId#445, ) ASC NULLS FIRST, isnull(shardId#445) ASC NULLS FIRST, coalesce(worklistShardItemId#446L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#446L) ASC NULLS FIRST, coalesce(version#447, 0) ASC NULLS FIRST, isnull(version#447) ASC NULLS FIRST, coalesce(product#448, ) ASC NULLS FIRST, isnull(product#448) ASC NULLS FIRST, coalesce(plant#449, ) ASC NULLS FIRST, isnull(plant#449) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#452, 0.0))) ASC NULLS FIRST, isnull(qty#452) ASC NULLS FIRST], false, 0

(34) InMemoryTableScan
Output [6]: [shardId#19003, worklistShardItemId#19004L, version#19005, product#19006, plant#19007, qty#18778]
Arguments: [shardId#19003, worklistShardItemId#19004L, version#19005, product#19006, plant#19007, qty#18778]

(35) InMemoryRelation
Arguments: [shardId#19003, worklistShardItemId#19004L, version#19005, product#19006, plant#19007, qty#18778, demandChannel#18771, demandStream#18772, kpis#18779], StorageLevel(disk, memory, 2 replicas)

(36) InMemoryTableScan
Output [6]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452]
Arguments: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452], [isnotnull(worklistShardItemId#446L), isnotnull(shardId#445)]

(37) InMemoryRelation
Arguments: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, periodStart#450, periodEnd#451, qty#452], StorageLevel(disk, memory, 2 replicas)

(38) Filter [codegen id : 1]
Input [6]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452]
Condition : (isnotnull(worklistShardItemId#446L) AND isnotnull(shardId#445))

(39) Exchange
Input [6]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452]
Arguments: hashpartitioning(worklistShardItemId#446L, shardId#445, 37), ENSURE_REQUIREMENTS, [plan_id=116039]

(40) Sort [codegen id : 2]
Input [6]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452]
Arguments: [worklistShardItemId#446L ASC NULLS FIRST, shardId#445 ASC NULLS FIRST], false, 0

(41) Scan ExistingRDD [codegen id : 3]
Output [6]: [shardId#18758, worklistShardItemId#18759L, qty#18760, demandChannel#18761, demandStream#18762, kpis#18763]
Arguments: [shardId#18758, worklistShardItemId#18759L, qty#18760, demandChannel#18761, demandStream#18762, kpis#18763], MapPartitionsRDD[1187] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(42) Filter [codegen id : 3]
Input [6]: [shardId#18758, worklistShardItemId#18759L, qty#18760, demandChannel#18761, demandStream#18762, kpis#18763]
Condition : (isnotnull(worklistShardItemId#18759L) AND isnotnull(shardId#18758))

(43) Project [codegen id : 3]
Output [3]: [shardId#18758 AS cachedShardId#18764, worklistShardItemId#18759L AS cachedWorklistShardItemId#18765L, qty#18760 AS cachedQty#18766]
Input [6]: [shardId#18758, worklistShardItemId#18759L, qty#18760, demandChannel#18761, demandStream#18762, kpis#18763]

(44) Exchange
Input [3]: [cachedShardId#18764, cachedWorklistShardItemId#18765L, cachedQty#18766]
Arguments: hashpartitioning(cachedWorklistShardItemId#18765L, cachedShardId#18764, 37), ENSURE_REQUIREMENTS, [plan_id=116045]

(45) Sort [codegen id : 4]
Input [3]: [cachedShardId#18764, cachedWorklistShardItemId#18765L, cachedQty#18766]
Arguments: [cachedWorklistShardItemId#18765L ASC NULLS FIRST, cachedShardId#18764 ASC NULLS FIRST], false, 0

(46) SortMergeJoin [codegen id : 5]
Left keys [2]: [worklistShardItemId#446L, shardId#445]
Right keys [2]: [cachedWorklistShardItemId#18765L, cachedShardId#18764]
Join type: Inner
Join condition: ((qty#452 = cachedQty#18766) OR isnull(qty#452))

(47) Project [codegen id : 5]
Output [5]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449]
Input [9]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452, cachedShardId#18764, cachedWorklistShardItemId#18765L, cachedQty#18766]

(48) HashAggregate [codegen id : 5]
Input [5]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449]
Keys [5]: [plant#449, shardId#445, version#447, worklistShardItemId#446L, product#448]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#449, shardId#445, version#447, worklistShardItemId#446L, product#448]

(49) HashAggregate [codegen id : 5]
Input [5]: [plant#449, shardId#445, version#447, worklistShardItemId#446L, product#448]
Keys [5]: [plant#449, shardId#445, version#447, worklistShardItemId#446L, product#448]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449]

(50) Sort [codegen id : 5]
Input [5]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449]
Arguments: [worklistShardItemId#446L ASC NULLS FIRST, shardId#445 ASC NULLS FIRST], false, 0

(51) Scan ExistingRDD [codegen id : 6]
Output [6]: [shardId#18768, worklistShardItemId#18769L, qty#18770, demandChannel#18771, demandStream#18772, kpis#18773]
Arguments: [shardId#18768, worklistShardItemId#18769L, qty#18770, demandChannel#18771, demandStream#18772, kpis#18773], MapPartitionsRDD[1187] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(52) Filter [codegen id : 6]
Input [6]: [shardId#18768, worklistShardItemId#18769L, qty#18770, demandChannel#18771, demandStream#18772, kpis#18773]
Condition : (isnotnull(worklistShardItemId#18769L) AND isnotnull(shardId#18768))

(53) Project [codegen id : 6]
Output [6]: [shardId#18768 AS cachedShardId#18774, worklistShardItemId#18769L AS cachedWorklistShardItemId#18775L, qty#18770 AS cachedQty#18776, demandChannel#18771, demandStream#18772, kpis#18773 AS cachedKpis#18777]
Input [6]: [shardId#18768, worklistShardItemId#18769L, qty#18770, demandChannel#18771, demandStream#18772, kpis#18773]

(54) Exchange
Input [6]: [cachedShardId#18774, cachedWorklistShardItemId#18775L, cachedQty#18776, demandChannel#18771, demandStream#18772, cachedKpis#18777]
Arguments: hashpartitioning(cachedWorklistShardItemId#18775L, cachedShardId#18774, 37), ENSURE_REQUIREMENTS, [plan_id=116058]

(55) Sort [codegen id : 7]
Input [6]: [cachedShardId#18774, cachedWorklistShardItemId#18775L, cachedQty#18776, demandChannel#18771, demandStream#18772, cachedKpis#18777]
Arguments: [cachedWorklistShardItemId#18775L ASC NULLS FIRST, cachedShardId#18774 ASC NULLS FIRST], false, 0

(56) SortMergeJoin [codegen id : 8]
Left keys [2]: [worklistShardItemId#446L, shardId#445]
Right keys [2]: [cachedWorklistShardItemId#18775L, cachedShardId#18774]
Join type: Inner
Join condition: None

(57) Project [codegen id : 8]
Output [9]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, cachedQty#18776 AS qty#18778, demandChannel#18771, demandStream#18772, cachedKpis#18777 AS kpis#18779]
Input [11]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, cachedShardId#18774, cachedWorklistShardItemId#18775L, cachedQty#18776, demandChannel#18771, demandStream#18772, cachedKpis#18777]

(58) InMemoryTableScan
Output [6]: [shardId#18985, worklistShardItemId#18986L, version#18987, product#18988, plant#18989, qty#18992]
Arguments: [shardId#18985, worklistShardItemId#18986L, version#18987, product#18988, plant#18989, qty#18992], [isnull(qty#18992), isnotnull(worklistShardItemId#18986L), isnotnull(shardId#18985)]

(59) InMemoryRelation
Arguments: [shardId#18985, worklistShardItemId#18986L, version#18987, product#18988, plant#18989, periodStart#18990, periodEnd#18991, qty#18992], StorageLevel(disk, memory, 2 replicas)

(60) Filter [codegen id : 2]
Input [6]: [shardId#18985, worklistShardItemId#18986L, version#18987, product#18988, plant#18989, qty#18992]
Condition : ((isnull(qty#18992) AND isnotnull(worklistShardItemId#18986L)) AND isnotnull(shardId#18985))

(61) Exchange
Input [6]: [shardId#18985, worklistShardItemId#18986L, version#18987, product#18988, plant#18989, qty#18992]
Arguments: hashpartitioning(worklistShardItemId#18986L, shardId#18985, 37), ENSURE_REQUIREMENTS, [plan_id=116170]

(62) Sort [codegen id : 3]
Input [6]: [shardId#18985, worklistShardItemId#18986L, version#18987, product#18988, plant#18989, qty#18992]
Arguments: [worklistShardItemId#18986L ASC NULLS FIRST, shardId#18985 ASC NULLS FIRST], false, 0

(63) Scan ExistingRDD [codegen id : 4]
Output [6]: [shardId#18993, worklistShardItemId#18994L, qty#18995, demandChannel#18996, demandStream#18997, kpis#18998]
Arguments: [shardId#18993, worklistShardItemId#18994L, qty#18995, demandChannel#18996, demandStream#18997, kpis#18998], MapPartitionsRDD[1187] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(64) Filter [codegen id : 4]
Input [6]: [shardId#18993, worklistShardItemId#18994L, qty#18995, demandChannel#18996, demandStream#18997, kpis#18998]
Condition : (isnotnull(worklistShardItemId#18994L) AND isnotnull(shardId#18993))

(65) Project [codegen id : 4]
Output [2]: [shardId#18993 AS cachedShardId#18999, worklistShardItemId#18994L AS cachedWorklistShardItemId#19000L]
Input [6]: [shardId#18993, worklistShardItemId#18994L, qty#18995, demandChannel#18996, demandStream#18997, kpis#18998]

(66) Exchange
Input [2]: [cachedShardId#18999, cachedWorklistShardItemId#19000L]
Arguments: hashpartitioning(cachedWorklistShardItemId#19000L, cachedShardId#18999, 37), ENSURE_REQUIREMENTS, [plan_id=116176]

(67) Sort [codegen id : 5]
Input [2]: [cachedShardId#18999, cachedWorklistShardItemId#19000L]
Arguments: [cachedWorklistShardItemId#19000L ASC NULLS FIRST, cachedShardId#18999 ASC NULLS FIRST], false, 0

(68) SortMergeJoin [codegen id : 6]
Left keys [2]: [worklistShardItemId#18986L, shardId#18985]
Right keys [2]: [cachedWorklistShardItemId#19000L, cachedShardId#18999]
Join type: Inner
Join condition: None

(69) Project [codegen id : 6]
Output [6]: [shardId#18985, worklistShardItemId#18986L, version#18987, product#18988, plant#18989, qty#18992]
Input [8]: [shardId#18985, worklistShardItemId#18986L, version#18987, product#18988, plant#18989, qty#18992, cachedShardId#18999, cachedWorklistShardItemId#19000L]

(70) Union

(71) Exchange
Input [6]: [shardId#19003, worklistShardItemId#19004L, version#19005, product#19006, plant#19007, qty#18778]
Arguments: hashpartitioning(coalesce(shardId#19003, ), isnull(shardId#19003), coalesce(worklistShardItemId#19004L, 0), isnull(worklistShardItemId#19004L), coalesce(version#19005, 0), isnull(version#19005), coalesce(product#19006, ), isnull(product#19006), coalesce(plant#19007, ), isnull(plant#19007), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#18778, 0.0))), isnull(qty#18778), 37), ENSURE_REQUIREMENTS, [plan_id=116185]

(72) Sort [codegen id : 7]
Input [6]: [shardId#19003, worklistShardItemId#19004L, version#19005, product#19006, plant#19007, qty#18778]
Arguments: [coalesce(shardId#19003, ) ASC NULLS FIRST, isnull(shardId#19003) ASC NULLS FIRST, coalesce(worklistShardItemId#19004L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#19004L) ASC NULLS FIRST, coalesce(version#19005, 0) ASC NULLS FIRST, isnull(version#19005) ASC NULLS FIRST, coalesce(product#19006, ) ASC NULLS FIRST, isnull(product#19006) ASC NULLS FIRST, coalesce(plant#19007, ) ASC NULLS FIRST, isnull(plant#19007) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#18778, 0.0))) ASC NULLS FIRST, isnull(qty#18778) ASC NULLS FIRST], false, 0

(73) SortMergeJoin [codegen id : 8]
Left keys [12]: [coalesce(shardId#445, ), isnull(shardId#445), coalesce(worklistShardItemId#446L, 0), isnull(worklistShardItemId#446L), coalesce(version#447, 0), isnull(version#447), coalesce(product#448, ), isnull(product#448), coalesce(plant#449, ), isnull(plant#449), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#452, 0.0))), isnull(qty#452)]
Right keys [12]: [coalesce(shardId#19003, ), isnull(shardId#19003), coalesce(worklistShardItemId#19004L, 0), isnull(worklistShardItemId#19004L), coalesce(version#19005, 0), isnull(version#19005), coalesce(product#19006, ), isnull(product#19006), coalesce(plant#19007, ), isnull(plant#19007), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#18778, 0.0))), isnull(qty#18778)]
Join type: LeftAnti
Join condition: None

(74) Project [codegen id : 8]
Output [10]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452, null AS demandChannel#19011, null AS demandStream#19012, [] AS kpis#19046, true AS isNewlyCalculated#19014]
Input [6]: [shardId#445, worklistShardItemId#446L, version#447, product#448, plant#449, qty#452]

(75) InMemoryTableScan
Output [9]: [demandChannel#19037, demandStream#19038, kpis#19045, plant#19020, product#19019, qty#19044, shardId#19016, version#19018, worklistShardItemId#19017L]
Arguments: [demandChannel#19037, demandStream#19038, kpis#19045, plant#19020, product#19019, qty#19044, shardId#19016, version#19018, worklistShardItemId#19017L]

(76) InMemoryRelation
Arguments: [shardId#19016, worklistShardItemId#19017L, version#19018, product#19019, plant#19020, qty#19044, demandChannel#19037, demandStream#19038, kpis#19045], StorageLevel(disk, memory, 2 replicas)

(77) Project [codegen id : 9]
Output [10]: [shardId#19016, worklistShardItemId#19017L, version#19018, product#19019, plant#19020, qty#19044, demandChannel#19037, demandStream#19038, kpis#19045, false AS isNewlyCalculated#19015]
Input [9]: [demandChannel#19037, demandStream#19038, kpis#19045, plant#19020, product#19019, qty#19044, shardId#19016, version#19018, worklistShardItemId#19017L]

(78) Union

(79) Filter [codegen id : 4]
Input [6]: [isNewlyCalculated#19014, plant#449, product#448, qty#452, shardId#445, worklistShardItemId#446L]
Condition : isNewlyCalculated#19014

(80) Project [codegen id : 4]
Output [5]: [shardId#445, worklistShardItemId#446L, product#448, plant#449, qty#452]
Input [6]: [isNewlyCalculated#19014, plant#449, product#448, qty#452, shardId#445, worklistShardItemId#446L]

(81) HashAggregate [codegen id : 4]
Input [5]: [shardId#445, worklistShardItemId#446L, product#448, plant#449, qty#452]
Keys [5]: [plant#449, shardId#445, knownfloatingpointnormalized(normalizenanandzero(qty#452)) AS qty#452, worklistShardItemId#446L, product#448]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#449, shardId#445, qty#452, worklistShardItemId#446L, product#448]

(82) Exchange
Input [5]: [plant#449, shardId#445, qty#452, worklistShardItemId#446L, product#448]
Arguments: hashpartitioning(plant#449, shardId#445, qty#452, worklistShardItemId#446L, product#448, 37), ENSURE_REQUIREMENTS, [plan_id=116952]

(83) HashAggregate [codegen id : 5]
Input [5]: [plant#449, shardId#445, qty#452, worklistShardItemId#446L, product#448]
Keys [5]: [plant#449, shardId#445, qty#452, worklistShardItemId#446L, product#448]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#445, worklistShardItemId#446L, product#448, plant#449, qty#452]

(84) Exchange
Input [5]: [shardId#445, worklistShardItemId#446L, product#448, plant#449, qty#452]
Arguments: hashpartitioning(coalesce(product#448, ), isnull(product#448), coalesce(plant#449, ), isnull(plant#449), 37), ENSURE_REQUIREMENTS, [plan_id=116956]

(85) Sort [codegen id : 6]
Input [5]: [shardId#445, worklistShardItemId#446L, product#448, plant#449, qty#452]
Arguments: [coalesce(product#448, ) ASC NULLS FIRST, isnull(product#448) ASC NULLS FIRST, coalesce(plant#449, ) ASC NULLS FIRST, isnull(plant#449) ASC NULLS FIRST], false, 0

(86) SortMergeJoin [codegen id : 7]
Left keys [4]: [coalesce(product#21580, ), isnull(product#21580), coalesce(plant#21581, ), isnull(plant#21581)]
Right keys [4]: [coalesce(product#448, ), isnull(product#448), coalesce(plant#449, ), isnull(plant#449)]
Join type: Inner
Join condition: ((qty#21607 <=> qty#452) OR isnull(qty#452))

(87) Project [codegen id : 7]
Output [6]: [shardId#445, worklistShardItemId#446L, qty#21607, demandChannel#21587, demandStream#21588, kpis#21616]
Input [11]: [product#21580, plant#21581, qty#21607, demandChannel#21587, demandStream#21588, kpis#21616, shardId#445, worklistShardItemId#446L, product#448, plant#449, qty#452]

(88) Sort [codegen id : 7]
Input [6]: [shardId#445, worklistShardItemId#446L, qty#21607, demandChannel#21587, demandStream#21588, kpis#21616]
Arguments: [demandChannel#21587 ASC NULLS FIRST, shardId#445 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#21607)) AS qty#21607 ASC NULLS FIRST, worklistShardItemId#446L ASC NULLS FIRST, demandStream#21588 ASC NULLS FIRST], false, 0

(89) SortAggregate
Input [6]: [shardId#445, worklistShardItemId#446L, qty#21607, demandChannel#21587, demandStream#21588, kpis#21616]
Keys [5]: [demandChannel#21587, shardId#445, knownfloatingpointnormalized(normalizenanandzero(qty#21607)) AS qty#21607, worklistShardItemId#446L, demandStream#21588]
Functions [1]: [partial_first(kpis#21616, false)]
Aggregate Attributes [2]: [first#21823, valueSet#21824]
Results [7]: [demandChannel#21587, shardId#445, qty#21607, worklistShardItemId#446L, demandStream#21588, first#21825, valueSet#21826]

(90) Exchange
Input [7]: [demandChannel#21587, shardId#445, qty#21607, worklistShardItemId#446L, demandStream#21588, first#21825, valueSet#21826]
Arguments: hashpartitioning(demandChannel#21587, shardId#445, qty#21607, worklistShardItemId#446L, demandStream#21588, 37), ENSURE_REQUIREMENTS, [plan_id=116966]

(91) Sort [codegen id : 8]
Input [7]: [demandChannel#21587, shardId#445, qty#21607, worklistShardItemId#446L, demandStream#21588, first#21825, valueSet#21826]
Arguments: [demandChannel#21587 ASC NULLS FIRST, shardId#445 ASC NULLS FIRST, qty#21607 ASC NULLS FIRST, worklistShardItemId#446L ASC NULLS FIRST, demandStream#21588 ASC NULLS FIRST], false, 0

(92) SortAggregate
Input [7]: [demandChannel#21587, shardId#445, qty#21607, worklistShardItemId#446L, demandStream#21588, first#21825, valueSet#21826]
Keys [5]: [demandChannel#21587, shardId#445, qty#21607, worklistShardItemId#446L, demandStream#21588]
Functions [1]: [first(kpis#21616, false)]
Aggregate Attributes [1]: [first(kpis#21616)()#21748]
Results [6]: [shardId#445, worklistShardItemId#446L, qty#21607, demandChannel#21587, demandStream#21588, first(kpis#21616)()#21748 AS kpis#21749]

(93) DeserializeToObject
Input [6]: [shardId#445, worklistShardItemId#446L, qty#21607, demandChannel#21587, demandStream#21588, kpis#21616]
Arguments: createexternalrow(invoke(shardId#445.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#446L)), static_invoke(java.lang.Double.valueOf(qty#21607)), invoke(demandChannel#21587.toString()), invoke(demandStream#21588.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#21616, 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#22140: org.apache.spark.sql.Row

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	1
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
temporal.activity.id	bcc6d1d6-5234-362e-a110-b40301899480
temporal.activity.type	RunStreamWithId