crp-order-quantity-kpi-service - Details for Query 2926

Submitted Time: 2026/03/20 01:09:25
Duration: 11 ms

Plan Visualization

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

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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#929977]"]; } 31 [id="node31" labelType="html" label=" Scan " tooltip="Scan[obj#929973]"]; 32 [id="node32" labelType="html" label=" Project " tooltip="Project [_extract_productId#930178 AS product#930012, _extract_plantId#930179 AS plant#930013, null AS qty#930035, demandChannelStreamKpiResults#930018.demandChannel AS demandChannel#930020, demandChannelStreamKpiResults#930018.demandStream AS demandStream#930022, transform(demandChannelStreamKpiResults#930018.kpiResults, lambdafunction(struct(label, lambda kpi#930040.label, dateTime, lambda kpi#930040.datetime, value, lambda kpi#930040.value), lambda kpi#930040, false)) AS kpis#930174]"]; subgraph cluster33 { isCluster="true"; id="cluster33"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 34 [id="node34" labelType="html" label=" Generate " tooltip="Generate explode(_extract_demandChannelStreamKpiResults#930180), [_extract_productId#930178, _extract_plantId#930179], false, [demandChannelStreamKpiResults#930018]"]; 35 [id="node35" labelType="html" label=" Project " tooltip="Project [prodPlantResults#930034.productId AS _extract_productId#930178, prodPlantResults#930034.plantId AS _extract_plantId#930179, prodPlantResults#930034.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#930180]"]; 36 [id="node36" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#930034.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#930034.demandChannelStreamKpiResults))"]; } 37 [id="node37" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#930034], [(size(prodPlantResults#930034.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#930034.demandChannelStreamKpiResults)]"]; subgraph cluster38 { 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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), 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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), 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StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getQuantityKpiResults()), None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#929977]"]; } 43 [id="node43" labelType="html" label=" Scan " tooltip="Scan[obj#929973]"]; 44 [id="node44" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(coalesce(input[2, string, true], ), isnull(input[2, string, true]), coalesce(input[3, string, true], ), isnull(input[3, string, true])),false), [plan_id=1451826]"]; subgraph 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isnotnull(shardId#927221))"]; 91 [id="node91" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#927221,worklistShardItemId#927222L,qty#927223,demandChannel#927224,demandStream#927225,kpis#927226]"]; } 82 [id="node82" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1450893]"]; subgraph cluster83 { isCluster="true"; id="cluster83"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 84 [id="node84" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#904715L) AND isnotnull(shardId#904714))"]; } 85 [id="node85" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721], [isnotnull(worklistShardItemId#904715L), isnotnull(shardId#904714)]"]; 86 [id="node86" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#904717, plant#904718, 37), REPARTITION_BY_NUM, [plan_id=1450785]"]; subgraph cluster87 { isCluster="true"; id="cluster87"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 88 [id="node88" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#904714,worklistShardItemId#904715L,version#904716,product#904717,plant#904718,periodStart#904719,periodEnd#904720,qty#904721]"]; } subgraph cluster92 { isCluster="true"; id="cluster92"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 93 [id="node93" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#927238L ASC NULLS FIRST, cachedShardId#927237 ASC NULLS FIRST], false, 0"]; } 94 [id="node94" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#927238L, cachedShardId#927237, 37), ENSURE_REQUIREMENTS, [plan_id=1450909]"]; subgraph cluster95 { isCluster="true"; id="cluster95"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 96 [id="node96" labelType="html" label=" Project " tooltip="Project [shardId#927231 AS cachedShardId#927237, worklistShardItemId#927232L AS cachedWorklistShardItemId#927238L, qty#927233 AS cachedQty#927239, demandChannel#927234, demandStream#927235, kpis#927236 AS cachedKpis#927240]"]; 97 [id="node97" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#927232L) AND isnotnull(shardId#927231))"]; 98 [id="node98" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#927231,worklistShardItemId#927232L,qty#927233,demandChannel#927234,demandStream#927235,kpis#927236]"]; } subgraph cluster99 { isCluster="true"; id="cluster99"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 100 [id="node100" labelType="html" label=" Project " tooltip="Project [shardId#927448, worklistShardItemId#927449L, version#927450, product#927451, plant#927452, qty#927455]"]; 101 [id="node101" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#927449L, shardId#927448], [cachedWorklistShardItemId#927463L, cachedShardId#927462], Inner, BuildLeft, false"]; 109 [id="node109" labelType="html" label=" Project " tooltip="Project [shardId#927456 AS cachedShardId#927462, worklistShardItemId#927457L AS cachedWorklistShardItemId#927463L]"]; 110 [id="node110" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#927457L) AND isnotnull(shardId#927456))"]; 111 [id="node111" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#927456,worklistShardItemId#927457L,qty#927458,demandChannel#927459,demandStream#927460,kpis#927461]"]; } 102 [id="node102" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1451029]"]; subgraph cluster103 { isCluster="true"; id="cluster103"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 104 [id="node104" labelType="html" label=" Filter " tooltip="Filter ((isnull(qty#927455) AND isnotnull(worklistShardItemId#927449L)) AND isnotnull(shardId#927448))"]; } 105 [id="node105" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#927448, worklistShardItemId#927449L, version#927450, product#927451, plant#927452, qty#927455], [isnull(qty#927455), isnotnull(worklistShardItemId#927449L), isnotnull(shardId#927448)]"]; 106 [id="node106" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#904717, plant#904718, 37), REPARTITION_BY_NUM, [plan_id=1450785]"]; subgraph cluster107 { isCluster="true"; id="cluster107"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 108 [id="node108" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#904714,worklistShardItemId#904715L,version#904716,product#904717,plant#904718,periodStart#904719,periodEnd#904720,qty#904721]"]; } subgraph cluster112 { isCluster="true"; id="cluster112"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 113 [id="node113" labelType="html" label=" Project " tooltip="Project [shardId#927479, worklistShardItemId#927480L, version#927481, product#927482, plant#927483, qty#927507, demandChannel#927500, demandStream#927501, kpis#927508, false AS isNewlyCalculated#927478]"]; } 114 [id="node114" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [demandChannel#927500, demandStream#927501, kpis#927508, plant#927483, product#927482, qty#927507, shardId#927479, version#927481, worklistShardItemId#927480L]"]; subgraph cluster115 { isCluster="true"; id="cluster115"; label="WholeStageCodegen (7)"; tooltip="WholeStageCodegen (7)"; 116 [id="node116" labelType="html" label=" Project " tooltip="Project [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, cachedQty#927239 AS qty#927241, demandChannel#927234, demandStream#927235, cachedKpis#927240 AS kpis#927242]"]; 117 [id="node117" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#904715L, shardId#904714], [cachedWorklistShardItemId#927238L, cachedShardId#927237], Inner"]; } subgraph cluster118 { isCluster="true"; id="cluster118"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 119 [id="node119" labelType="html" label=" Sort " tooltip="Sort [worklistShardItemId#904715L ASC NULLS FIRST, shardId#904714 ASC NULLS FIRST], false, 0"]; } 120 [id="node120" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(worklistShardItemId#904715L, shardId#904714, 37), ENSURE_REQUIREMENTS, [plan_id=1450903]"]; subgraph cluster121 { isCluster="true"; id="cluster121"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 122 [id="node122" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#904718, shardId#904714, version#904716, worklistShardItemId#904715L, product#904717], functions=[])"]; } 123 [id="node123" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(plant#904718, shardId#904714, version#904716, worklistShardItemId#904715L, product#904717, 37), ENSURE_REQUIREMENTS, [plan_id=1450899]"]; subgraph cluster124 { isCluster="true"; id="cluster124"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 125 [id="node125" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#904718, shardId#904714, version#904716, worklistShardItemId#904715L, product#904717], functions=[])"]; 126 [id="node126" labelType="html" label=" Project " tooltip="Project [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718]"]; 127 [id="node127" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#904715L, shardId#904714], [cachedWorklistShardItemId#927228L, cachedShardId#927227], Inner, BuildLeft, ((qty#904721 = cachedQty#927229) OR isnull(qty#904721)), false"]; 135 [id="node135" labelType="html" label=" Project " tooltip="Project [shardId#927221 AS cachedShardId#927227, worklistShardItemId#927222L AS cachedWorklistShardItemId#927228L, qty#927223 AS cachedQty#927229]"]; 136 [id="node136" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#927222L) AND isnotnull(shardId#927221))"]; 137 [id="node137" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#927221,worklistShardItemId#927222L,qty#927223,demandChannel#927224,demandStream#927225,kpis#927226]"]; } 128 [id="node128" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1450893]"]; subgraph cluster129 { isCluster="true"; id="cluster129"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 130 [id="node130" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#904715L) AND isnotnull(shardId#904714))"]; } 131 [id="node131" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721], [isnotnull(worklistShardItemId#904715L), isnotnull(shardId#904714)]"]; 132 [id="node132" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#904717, plant#904718, 37), REPARTITION_BY_NUM, [plan_id=1450785]"]; subgraph cluster133 { isCluster="true"; id="cluster133"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 134 [id="node134" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#904714,worklistShardItemId#904715L,version#904716,product#904717,plant#904718,periodStart#904719,periodEnd#904720,qty#904721]"]; } subgraph cluster138 { isCluster="true"; id="cluster138"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 139 [id="node139" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#927238L ASC NULLS FIRST, cachedShardId#927237 ASC NULLS FIRST], false, 0"]; } 140 [id="node140" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#927238L, cachedShardId#927237, 37), ENSURE_REQUIREMENTS, [plan_id=1450909]"]; subgraph cluster141 { isCluster="true"; id="cluster141"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 142 [id="node142" labelType="html" label=" Project " tooltip="Project [shardId#927231 AS cachedShardId#927237, worklistShardItemId#927232L AS cachedWorklistShardItemId#927238L, qty#927233 AS cachedQty#927239, demandChannel#927234, demandStream#927235, kpis#927236 AS cachedKpis#927240]"]; 143 [id="node143" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#927232L) AND isnotnull(shardId#927231))"]; 144 [id="node144" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#927231,worklistShardItemId#927232L,qty#927233,demandChannel#927234,demandStream#927235,kpis#927236]"]; } 1->0; 2->1; 4->2; 5->4; 6->5; 8->6; 9->8; 10->9; 11->10; 12->11; 13->12; 15->13; 16->15; 17->16; 18->17; 19->18; 20->11; 22->20; 23->22; 24->23; 25->24; 27->25; 28->27; 29->28; 30->29; 31->30; 32->11; 34->32; 35->34; 36->35; 37->36; 39->37; 40->39; 41->40; 42->41; 43->42; 44->10; 46->44; 47->46; 49->47; 50->49; 51->50; 52->51; 53->52; 55->53; 56->55; 58->56; 59->58; 60->59; 61->60; 63->61; 65->56; 66->65; 67->66; 68->67; 70->68; 71->70; 73->71; 74->73; 76->74; 77->76; 79->77; 80->79; 81->80; 82->81; 84->82; 85->84; 86->85; 88->86; 89->81; 90->89; 91->90; 93->71; 94->93; 96->94; 97->96; 98->97; 100->67; 101->100; 102->101; 104->102; 105->104; 106->105; 108->106; 109->101; 110->109; 111->110; 113->53; 114->113; 116->114; 117->116; 119->117; 120->119; 122->120; 123->122; 125->123; 126->125; 127->126; 128->127; 130->128; 131->130; 132->131; 134->132; 135->127; 136->135; 137->136; 139->117; 140->139; 142->140; 143->142; 144->143; }

Details

== Physical Plan ==
DeserializeToObject (86)
+- InMemoryTableScan (1)
      +- InMemoryRelation (2)
            +- SortAggregate (85)
               +- * Sort (84)
                  +- Exchange (83)
                     +- SortAggregate (82)
                        +- * Sort (81)
                           +- * Project (80)
                              +- * BroadcastHashJoin Inner BuildRight (79)
                                 :- 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)
                                 +- BroadcastExchange (78)
                                    +- * HashAggregate (77)
                                       +- Exchange (76)
                                          +- * HashAggregate (75)
                                             +- * Project (74)
                                                +- * Filter (73)
                                                   +- InMemoryTableScan (24)
                                                         +- InMemoryRelation (25)
                                                               +- Union (72)
                                                                  :- * Project (68)
                                                                  :  +- * SortMergeJoin LeftAnti (67)
                                                                  :     :- * Sort (31)
                                                                  :     :  +- Exchange (30)
                                                                  :     :     +- InMemoryTableScan (26)
                                                                  :     :           +- InMemoryRelation (27)
                                                                  :     :                 +- Exchange (29)
                                                                  :     :                    +- * Scan ExistingRDD (28)
                                                                  :     +- * Sort (66)
                                                                  :        +- Exchange (65)
                                                                  :           +- Union (64)
                                                                  :              :- InMemoryTableScan (32)
                                                                  :              :     +- InMemoryRelation (33)
                                                                  :              :           +- * Project (54)
                                                                  :              :              +- * SortMergeJoin Inner (53)
                                                                  :              :                 :- * Sort (47)
                                                                  :              :                 :  +- Exchange (46)
                                                                  :              :                 :     +- * HashAggregate (45)
                                                                  :              :                 :        +- Exchange (44)
                                                                  :              :                 :           +- * HashAggregate (43)
                                                                  :              :                 :              +- * Project (42)
                                                                  :              :                 :                 +- * BroadcastHashJoin Inner BuildLeft (41)
                                                                  :              :                 :                    :- BroadcastExchange (37)
                                                                  :              :                 :                    :  +- * Filter (36)
                                                                  :              :                 :                    :     +- InMemoryTableScan (34)
                                                                  :              :                 :                    :           +- InMemoryRelation (35)
                                                                  :              :                 :                    :                 +- Exchange (29)
                                                                  :              :                 :                    :                    +- * Scan ExistingRDD (28)
                                                                  :              :                 :                    +- * Project (40)
                                                                  :              :                 :                       +- * Filter (39)
                                                                  :              :                 :                          +- * Scan ExistingRDD (38)
                                                                  :              :                 +- * Sort (52)
                                                                  :              :                    +- Exchange (51)
                                                                  :              :                       +- * Project (50)
                                                                  :              :                          +- * Filter (49)
                                                                  :              :                             +- * Scan ExistingRDD (48)
                                                                  :              +- * Project (63)
                                                                  :                 +- * BroadcastHashJoin Inner BuildLeft (62)
                                                                  :                    :- BroadcastExchange (58)
                                                                  :                    :  +- * Filter (57)
                                                                  :                    :     +- InMemoryTableScan (55)
                                                                  :                    :           +- InMemoryRelation (56)
                                                                  :                    :                 +- Exchange (29)
                                                                  :                    :                    +- * Scan ExistingRDD (28)
                                                                  :                    +- * Project (61)
                                                                  :                       +- * Filter (60)
                                                                  :                          +- * Scan ExistingRDD (59)
                                                                  +- * Project (71)
                                                                     +- InMemoryTableScan (69)
                                                                           +- InMemoryRelation (70)
                                                                                 +- * Project (54)
                                                                                    +- * SortMergeJoin Inner (53)
                                                                                       :- * Sort (47)
                                                                                       :  +- Exchange (46)
                                                                                       :     +- * HashAggregate (45)
                                                                                       :        +- Exchange (44)
                                                                                       :           +- * HashAggregate (43)
                                                                                       :              +- * Project (42)
                                                                                       :                 +- * BroadcastHashJoin Inner BuildLeft (41)
                                                                                       :                    :- BroadcastExchange (37)
                                                                                       :                    :  +- * Filter (36)
                                                                                       :                    :     +- InMemoryTableScan (34)
                                                                                       :                    :           +- InMemoryRelation (35)
                                                                                       :                    :                 +- Exchange (29)
                                                                                       :                    :                    +- * Scan ExistingRDD (28)
                                                                                       :                    +- * Project (40)
                                                                                       :                       +- * Filter (39)
                                                                                       :                          +- * Scan ExistingRDD (38)
                                                                                       +- * Sort (52)
                                                                                          +- Exchange (51)
                                                                                             +- * Project (50)
                                                                                                +- * Filter (49)
                                                                                                   +- * Scan ExistingRDD (48)


(1) InMemoryTableScan
Output [6]: [shardId#904714, worklistShardItemId#904715L, qty#930030, demandChannel#930010, demandStream#930011, kpis#930039]
Arguments: [shardId#904714, worklistShardItemId#904715L, qty#930030, demandChannel#930010, demandStream#930011, kpis#930039]

(2) InMemoryRelation
Arguments: [shardId#904714, worklistShardItemId#904715L, qty#930030, demandChannel#930010, demandStream#930011, kpis#930039], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#929984]
Arguments: [prodPlantResults#929984]

(4) InMemoryRelation
Arguments: [prodPlantResults#929984], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#929973]
Arguments: obj#929973: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[46220] at start at FileStorageAdapterImpl.java:171

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#929973]
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#929976, 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#929977]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#929976, prodPlantResults#929977]
Condition : ((size(prodPlantResults#929977, true) > 0) AND isnotnull(prodPlantResults#929977))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#929977]
Input [2]: [performanceMeasurements#929976, prodPlantResults#929977]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#929977]
Arguments: explode(prodPlantResults#929977), false, [prodPlantResults#929984]

(10) Project
Output [6]: [prodPlantResults#929984.productId AS product#930003, prodPlantResults#929984.plantId AS plant#930004, null AS qty#930030, null AS demandChannel#930010, null AS demandStream#930011, transform(prodPlantResults#929984.kpiResults, lambdafunction(struct(label, lambda kpi#930040.label, dateTime, lambda kpi#930040.datetime, value, lambda kpi#930040.value), lambda kpi#930040, false)) AS kpis#930039]
Input [1]: [prodPlantResults#929984]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#930029]
Arguments: [prodPlantResults#930029], [(size(prodPlantResults#930029.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#930029.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#930029], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#930029]
Condition : ((size(prodPlantResults#930029.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#930029.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#930029.productId AS _extract_productId#930175, prodPlantResults#930029.plantId AS _extract_plantId#930176, prodPlantResults#930029.quantityKpiResults AS _extract_quantityKpiResults#930177]
Input [1]: [prodPlantResults#930029]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#930175, _extract_plantId#930176, _extract_quantityKpiResults#930177]
Arguments: explode(_extract_quantityKpiResults#930177), [_extract_productId#930175, _extract_plantId#930176], false, [quantityKpiResults#929996]

(16) Project
Output [6]: [_extract_productId#930175 AS product#929990, _extract_plantId#930176 AS plant#929991, quantityKpiResults#929996.quantity AS qty#929997, null AS demandChannel#929999, null AS demandStream#930000, transform(quantityKpiResults#929996.kpiResults, lambdafunction(struct(label, lambda kpi#930040.label, dateTime, lambda kpi#930040.datetime, value, lambda kpi#930040.value), lambda kpi#930040, false)) AS kpis#930173]
Input [3]: [_extract_productId#930175, _extract_plantId#930176, quantityKpiResults#929996]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#930034]
Arguments: [prodPlantResults#930034], [(size(prodPlantResults#930034.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#930034.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#930034], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#930034]
Condition : ((size(prodPlantResults#930034.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#930034.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#930034.productId AS _extract_productId#930178, prodPlantResults#930034.plantId AS _extract_plantId#930179, prodPlantResults#930034.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#930180]
Input [1]: [prodPlantResults#930034]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#930178, _extract_plantId#930179, _extract_demandChannelStreamKpiResults#930180]
Arguments: explode(_extract_demandChannelStreamKpiResults#930180), [_extract_productId#930178, _extract_plantId#930179], false, [demandChannelStreamKpiResults#930018]

(22) Project
Output [6]: [_extract_productId#930178 AS product#930012, _extract_plantId#930179 AS plant#930013, null AS qty#930035, demandChannelStreamKpiResults#930018.demandChannel AS demandChannel#930020, demandChannelStreamKpiResults#930018.demandStream AS demandStream#930022, transform(demandChannelStreamKpiResults#930018.kpiResults, lambdafunction(struct(label, lambda kpi#930040.label, dateTime, lambda kpi#930040.datetime, value, lambda kpi#930040.value), lambda kpi#930040, false)) AS kpis#930174]
Input [3]: [_extract_productId#930178, _extract_plantId#930179, demandChannelStreamKpiResults#930018]

(23) Union

(24) InMemoryTableScan
Output [6]: [isNewlyCalculated#927477, plant#904718, product#904717, qty#904721, shardId#904714, worklistShardItemId#904715L]
Arguments: [isNewlyCalculated#927477, plant#904718, product#904717, qty#904721, shardId#904714, worklistShardItemId#904715L], [isNewlyCalculated#927477]

(25) InMemoryRelation
Arguments: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721, demandChannel#927474, demandStream#927475, kpis#927509, isNewlyCalculated#927477], StorageLevel(disk, memory, 2 replicas)

(26) InMemoryTableScan
Output [6]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721]
Arguments: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721]

(27) InMemoryRelation
Arguments: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, periodStart#904719, periodEnd#904720, qty#904721], StorageLevel(disk, memory, 2 replicas)

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, periodStart#904719, periodEnd#904720, qty#904721]
Arguments: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, periodStart#904719, periodEnd#904720, qty#904721], SQLExecutionRDD[46078] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, periodStart#904719, periodEnd#904720, qty#904721]
Arguments: hashpartitioning(product#904717, plant#904718, 37), REPARTITION_BY_NUM, [plan_id=1450785]

(30) Exchange
Input [6]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721]
Arguments: hashpartitioning(coalesce(shardId#904714, ), isnull(shardId#904714), coalesce(worklistShardItemId#904715L, 0), isnull(worklistShardItemId#904715L), coalesce(version#904716, 0), isnull(version#904716), coalesce(product#904717, ), isnull(product#904717), coalesce(plant#904718, ), isnull(plant#904718), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#904721, 0.0))), isnull(qty#904721), 37), ENSURE_REQUIREMENTS, [plan_id=1451015]

(31) Sort [codegen id : 1]
Input [6]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721]
Arguments: [coalesce(shardId#904714, ) ASC NULLS FIRST, isnull(shardId#904714) ASC NULLS FIRST, coalesce(worklistShardItemId#904715L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#904715L) ASC NULLS FIRST, coalesce(version#904716, 0) ASC NULLS FIRST, isnull(version#904716) ASC NULLS FIRST, coalesce(product#904717, ) ASC NULLS FIRST, isnull(product#904717) ASC NULLS FIRST, coalesce(plant#904718, ) ASC NULLS FIRST, isnull(plant#904718) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#904721, 0.0))) ASC NULLS FIRST, isnull(qty#904721) ASC NULLS FIRST], false, 0

(32) InMemoryTableScan
Output [6]: [shardId#927466, worklistShardItemId#927467L, version#927468, product#927469, plant#927470, qty#927241]
Arguments: [shardId#927466, worklistShardItemId#927467L, version#927468, product#927469, plant#927470, qty#927241]

(33) InMemoryRelation
Arguments: [shardId#927466, worklistShardItemId#927467L, version#927468, product#927469, plant#927470, qty#927241, demandChannel#927234, demandStream#927235, kpis#927242], StorageLevel(disk, memory, 2 replicas)

(34) InMemoryTableScan
Output [6]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721]
Arguments: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721], [isnotnull(worklistShardItemId#904715L), isnotnull(shardId#904714)]

(35) InMemoryRelation
Arguments: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, periodStart#904719, periodEnd#904720, qty#904721], StorageLevel(disk, memory, 2 replicas)

(36) Filter [codegen id : 1]
Input [6]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721]
Condition : (isnotnull(worklistShardItemId#904715L) AND isnotnull(shardId#904714))

(37) BroadcastExchange
Input [6]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1450893]

(38) Scan ExistingRDD
Output [6]: [shardId#927221, worklistShardItemId#927222L, qty#927223, demandChannel#927224, demandStream#927225, kpis#927226]
Arguments: [shardId#927221, worklistShardItemId#927222L, qty#927223, demandChannel#927224, demandStream#927225, kpis#927226], MapPartitionsRDD[46100] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(39) Filter
Input [6]: [shardId#927221, worklistShardItemId#927222L, qty#927223, demandChannel#927224, demandStream#927225, kpis#927226]
Condition : (isnotnull(worklistShardItemId#927222L) AND isnotnull(shardId#927221))

(40) Project
Output [3]: [shardId#927221 AS cachedShardId#927227, worklistShardItemId#927222L AS cachedWorklistShardItemId#927228L, qty#927223 AS cachedQty#927229]
Input [6]: [shardId#927221, worklistShardItemId#927222L, qty#927223, demandChannel#927224, demandStream#927225, kpis#927226]

(41) BroadcastHashJoin [codegen id : 2]
Left keys [2]: [worklistShardItemId#904715L, shardId#904714]
Right keys [2]: [cachedWorklistShardItemId#927228L, cachedShardId#927227]
Join type: Inner
Join condition: ((qty#904721 = cachedQty#927229) OR isnull(qty#904721))

(42) Project [codegen id : 2]
Output [5]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718]
Input [9]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721, cachedShardId#927227, cachedWorklistShardItemId#927228L, cachedQty#927229]

(43) HashAggregate [codegen id : 2]
Input [5]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718]
Keys [5]: [plant#904718, shardId#904714, version#904716, worklistShardItemId#904715L, product#904717]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#904718, shardId#904714, version#904716, worklistShardItemId#904715L, product#904717]

(44) Exchange
Input [5]: [plant#904718, shardId#904714, version#904716, worklistShardItemId#904715L, product#904717]
Arguments: hashpartitioning(plant#904718, shardId#904714, version#904716, worklistShardItemId#904715L, product#904717, 37), ENSURE_REQUIREMENTS, [plan_id=1450899]

(45) HashAggregate [codegen id : 3]
Input [5]: [plant#904718, shardId#904714, version#904716, worklistShardItemId#904715L, product#904717]
Keys [5]: [plant#904718, shardId#904714, version#904716, worklistShardItemId#904715L, product#904717]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718]

(46) Exchange
Input [5]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718]
Arguments: hashpartitioning(worklistShardItemId#904715L, shardId#904714, 37), ENSURE_REQUIREMENTS, [plan_id=1450903]

(47) Sort [codegen id : 4]
Input [5]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718]
Arguments: [worklistShardItemId#904715L ASC NULLS FIRST, shardId#904714 ASC NULLS FIRST], false, 0

(48) Scan ExistingRDD [codegen id : 5]
Output [6]: [shardId#927231, worklistShardItemId#927232L, qty#927233, demandChannel#927234, demandStream#927235, kpis#927236]
Arguments: [shardId#927231, worklistShardItemId#927232L, qty#927233, demandChannel#927234, demandStream#927235, kpis#927236], MapPartitionsRDD[46100] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(49) Filter [codegen id : 5]
Input [6]: [shardId#927231, worklistShardItemId#927232L, qty#927233, demandChannel#927234, demandStream#927235, kpis#927236]
Condition : (isnotnull(worklistShardItemId#927232L) AND isnotnull(shardId#927231))

(50) Project [codegen id : 5]
Output [6]: [shardId#927231 AS cachedShardId#927237, worklistShardItemId#927232L AS cachedWorklistShardItemId#927238L, qty#927233 AS cachedQty#927239, demandChannel#927234, demandStream#927235, kpis#927236 AS cachedKpis#927240]
Input [6]: [shardId#927231, worklistShardItemId#927232L, qty#927233, demandChannel#927234, demandStream#927235, kpis#927236]

(51) Exchange
Input [6]: [cachedShardId#927237, cachedWorklistShardItemId#927238L, cachedQty#927239, demandChannel#927234, demandStream#927235, cachedKpis#927240]
Arguments: hashpartitioning(cachedWorklistShardItemId#927238L, cachedShardId#927237, 37), ENSURE_REQUIREMENTS, [plan_id=1450909]

(52) Sort [codegen id : 6]
Input [6]: [cachedShardId#927237, cachedWorklistShardItemId#927238L, cachedQty#927239, demandChannel#927234, demandStream#927235, cachedKpis#927240]
Arguments: [cachedWorklistShardItemId#927238L ASC NULLS FIRST, cachedShardId#927237 ASC NULLS FIRST], false, 0

(53) SortMergeJoin [codegen id : 7]
Left keys [2]: [worklistShardItemId#904715L, shardId#904714]
Right keys [2]: [cachedWorklistShardItemId#927238L, cachedShardId#927237]
Join type: Inner
Join condition: None

(54) Project [codegen id : 7]
Output [9]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, cachedQty#927239 AS qty#927241, demandChannel#927234, demandStream#927235, cachedKpis#927240 AS kpis#927242]
Input [11]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, cachedShardId#927237, cachedWorklistShardItemId#927238L, cachedQty#927239, demandChannel#927234, demandStream#927235, cachedKpis#927240]

(55) InMemoryTableScan
Output [6]: [shardId#927448, worklistShardItemId#927449L, version#927450, product#927451, plant#927452, qty#927455]
Arguments: [shardId#927448, worklistShardItemId#927449L, version#927450, product#927451, plant#927452, qty#927455], [isnull(qty#927455), isnotnull(worklistShardItemId#927449L), isnotnull(shardId#927448)]

(56) InMemoryRelation
Arguments: [shardId#927448, worklistShardItemId#927449L, version#927450, product#927451, plant#927452, periodStart#927453, periodEnd#927454, qty#927455], StorageLevel(disk, memory, 2 replicas)

(57) Filter [codegen id : 2]
Input [6]: [shardId#927448, worklistShardItemId#927449L, version#927450, product#927451, plant#927452, qty#927455]
Condition : ((isnull(qty#927455) AND isnotnull(worklistShardItemId#927449L)) AND isnotnull(shardId#927448))

(58) BroadcastExchange
Input [6]: [shardId#927448, worklistShardItemId#927449L, version#927450, product#927451, plant#927452, qty#927455]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1451029]

(59) Scan ExistingRDD
Output [6]: [shardId#927456, worklistShardItemId#927457L, qty#927458, demandChannel#927459, demandStream#927460, kpis#927461]
Arguments: [shardId#927456, worklistShardItemId#927457L, qty#927458, demandChannel#927459, demandStream#927460, kpis#927461], MapPartitionsRDD[46100] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(60) Filter
Input [6]: [shardId#927456, worklistShardItemId#927457L, qty#927458, demandChannel#927459, demandStream#927460, kpis#927461]
Condition : (isnotnull(worklistShardItemId#927457L) AND isnotnull(shardId#927456))

(61) Project
Output [2]: [shardId#927456 AS cachedShardId#927462, worklistShardItemId#927457L AS cachedWorklistShardItemId#927463L]
Input [6]: [shardId#927456, worklistShardItemId#927457L, qty#927458, demandChannel#927459, demandStream#927460, kpis#927461]

(62) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [worklistShardItemId#927449L, shardId#927448]
Right keys [2]: [cachedWorklistShardItemId#927463L, cachedShardId#927462]
Join type: Inner
Join condition: None

(63) Project [codegen id : 3]
Output [6]: [shardId#927448, worklistShardItemId#927449L, version#927450, product#927451, plant#927452, qty#927455]
Input [8]: [shardId#927448, worklistShardItemId#927449L, version#927450, product#927451, plant#927452, qty#927455, cachedShardId#927462, cachedWorklistShardItemId#927463L]

(64) Union

(65) Exchange
Input [6]: [shardId#927466, worklistShardItemId#927467L, version#927468, product#927469, plant#927470, qty#927241]
Arguments: hashpartitioning(coalesce(shardId#927466, ), isnull(shardId#927466), coalesce(worklistShardItemId#927467L, 0), isnull(worklistShardItemId#927467L), coalesce(version#927468, 0), isnull(version#927468), coalesce(product#927469, ), isnull(product#927469), coalesce(plant#927470, ), isnull(plant#927470), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#927241, 0.0))), isnull(qty#927241), 37), ENSURE_REQUIREMENTS, [plan_id=1451035]

(66) Sort [codegen id : 4]
Input [6]: [shardId#927466, worklistShardItemId#927467L, version#927468, product#927469, plant#927470, qty#927241]
Arguments: [coalesce(shardId#927466, ) ASC NULLS FIRST, isnull(shardId#927466) ASC NULLS FIRST, coalesce(worklistShardItemId#927467L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#927467L) ASC NULLS FIRST, coalesce(version#927468, 0) ASC NULLS FIRST, isnull(version#927468) ASC NULLS FIRST, coalesce(product#927469, ) ASC NULLS FIRST, isnull(product#927469) ASC NULLS FIRST, coalesce(plant#927470, ) ASC NULLS FIRST, isnull(plant#927470) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#927241, 0.0))) ASC NULLS FIRST, isnull(qty#927241) ASC NULLS FIRST], false, 0

(67) SortMergeJoin [codegen id : 5]
Left keys [12]: [coalesce(shardId#904714, ), isnull(shardId#904714), coalesce(worklistShardItemId#904715L, 0), isnull(worklistShardItemId#904715L), coalesce(version#904716, 0), isnull(version#904716), coalesce(product#904717, ), isnull(product#904717), coalesce(plant#904718, ), isnull(plant#904718), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#904721, 0.0))), isnull(qty#904721)]
Right keys [12]: [coalesce(shardId#927466, ), isnull(shardId#927466), coalesce(worklistShardItemId#927467L, 0), isnull(worklistShardItemId#927467L), coalesce(version#927468, 0), isnull(version#927468), coalesce(product#927469, ), isnull(product#927469), coalesce(plant#927470, ), isnull(plant#927470), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#927241, 0.0))), isnull(qty#927241)]
Join type: LeftAnti
Join condition: None

(68) Project [codegen id : 5]
Output [10]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721, null AS demandChannel#927474, null AS demandStream#927475, [] AS kpis#927509, true AS isNewlyCalculated#927477]
Input [6]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721]

(69) InMemoryTableScan
Output [9]: [demandChannel#927500, demandStream#927501, kpis#927508, plant#927483, product#927482, qty#927507, shardId#927479, version#927481, worklistShardItemId#927480L]
Arguments: [demandChannel#927500, demandStream#927501, kpis#927508, plant#927483, product#927482, qty#927507, shardId#927479, version#927481, worklistShardItemId#927480L]

(70) InMemoryRelation
Arguments: [shardId#927479, worklistShardItemId#927480L, version#927481, product#927482, plant#927483, qty#927507, demandChannel#927500, demandStream#927501, kpis#927508], StorageLevel(disk, memory, 2 replicas)

(71) Project [codegen id : 6]
Output [10]: [shardId#927479, worklistShardItemId#927480L, version#927481, product#927482, plant#927483, qty#927507, demandChannel#927500, demandStream#927501, kpis#927508, false AS isNewlyCalculated#927478]
Input [9]: [demandChannel#927500, demandStream#927501, kpis#927508, plant#927483, product#927482, qty#927507, shardId#927479, version#927481, worklistShardItemId#927480L]

(72) Union

(73) Filter [codegen id : 3]
Input [6]: [isNewlyCalculated#927477, plant#904718, product#904717, qty#904721, shardId#904714, worklistShardItemId#904715L]
Condition : isNewlyCalculated#927477

(74) Project [codegen id : 3]
Output [5]: [shardId#904714, worklistShardItemId#904715L, product#904717, plant#904718, qty#904721]
Input [6]: [isNewlyCalculated#927477, plant#904718, product#904717, qty#904721, shardId#904714, worklistShardItemId#904715L]

(75) HashAggregate [codegen id : 3]
Input [5]: [shardId#904714, worklistShardItemId#904715L, product#904717, plant#904718, qty#904721]
Keys [5]: [plant#904718, shardId#904714, knownfloatingpointnormalized(normalizenanandzero(qty#904721)) AS qty#904721, worklistShardItemId#904715L, product#904717]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#904718, shardId#904714, qty#904721, worklistShardItemId#904715L, product#904717]

(76) Exchange
Input [5]: [plant#904718, shardId#904714, qty#904721, worklistShardItemId#904715L, product#904717]
Arguments: hashpartitioning(plant#904718, shardId#904714, qty#904721, worklistShardItemId#904715L, product#904717, 37), ENSURE_REQUIREMENTS, [plan_id=1451822]

(77) HashAggregate [codegen id : 4]
Input [5]: [plant#904718, shardId#904714, qty#904721, worklistShardItemId#904715L, product#904717]
Keys [5]: [plant#904718, shardId#904714, qty#904721, worklistShardItemId#904715L, product#904717]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#904714, worklistShardItemId#904715L, product#904717, plant#904718, qty#904721]

(78) BroadcastExchange
Input [5]: [shardId#904714, worklistShardItemId#904715L, product#904717, plant#904718, qty#904721]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[2, string, true], ), isnull(input[2, string, true]), coalesce(input[3, string, true], ), isnull(input[3, string, true])),false), [plan_id=1451826]

(79) BroadcastHashJoin [codegen id : 5]
Left keys [4]: [coalesce(product#930003, ), isnull(product#930003), coalesce(plant#930004, ), isnull(plant#930004)]
Right keys [4]: [coalesce(product#904717, ), isnull(product#904717), coalesce(plant#904718, ), isnull(plant#904718)]
Join type: Inner
Join condition: ((qty#930030 <=> qty#904721) OR isnull(qty#904721))

(80) Project [codegen id : 5]
Output [6]: [shardId#904714, worklistShardItemId#904715L, qty#930030, demandChannel#930010, demandStream#930011, kpis#930039]
Input [11]: [product#930003, plant#930004, qty#930030, demandChannel#930010, demandStream#930011, kpis#930039, shardId#904714, worklistShardItemId#904715L, product#904717, plant#904718, qty#904721]

(81) Sort [codegen id : 5]
Input [6]: [shardId#904714, worklistShardItemId#904715L, qty#930030, demandChannel#930010, demandStream#930011, kpis#930039]
Arguments: [demandChannel#930010 ASC NULLS FIRST, shardId#904714 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#930030)) AS qty#930030 ASC NULLS FIRST, worklistShardItemId#904715L ASC NULLS FIRST, demandStream#930011 ASC NULLS FIRST], false, 0

(82) SortAggregate
Input [6]: [shardId#904714, worklistShardItemId#904715L, qty#930030, demandChannel#930010, demandStream#930011, kpis#930039]
Keys [5]: [demandChannel#930010, shardId#904714, knownfloatingpointnormalized(normalizenanandzero(qty#930030)) AS qty#930030, worklistShardItemId#904715L, demandStream#930011]
Functions [1]: [partial_first(kpis#930039, false)]
Aggregate Attributes [2]: [first#930246, valueSet#930247]
Results [7]: [demandChannel#930010, shardId#904714, qty#930030, worklistShardItemId#904715L, demandStream#930011, first#930248, valueSet#930249]

(83) Exchange
Input [7]: [demandChannel#930010, shardId#904714, qty#930030, worklistShardItemId#904715L, demandStream#930011, first#930248, valueSet#930249]
Arguments: hashpartitioning(demandChannel#930010, shardId#904714, qty#930030, worklistShardItemId#904715L, demandStream#930011, 37), ENSURE_REQUIREMENTS, [plan_id=1451833]

(84) Sort [codegen id : 6]
Input [7]: [demandChannel#930010, shardId#904714, qty#930030, worklistShardItemId#904715L, demandStream#930011, first#930248, valueSet#930249]
Arguments: [demandChannel#930010 ASC NULLS FIRST, shardId#904714 ASC NULLS FIRST, qty#930030 ASC NULLS FIRST, worklistShardItemId#904715L ASC NULLS FIRST, demandStream#930011 ASC NULLS FIRST], false, 0

(85) SortAggregate
Input [7]: [demandChannel#930010, shardId#904714, qty#930030, worklistShardItemId#904715L, demandStream#930011, first#930248, valueSet#930249]
Keys [5]: [demandChannel#930010, shardId#904714, qty#930030, worklistShardItemId#904715L, demandStream#930011]
Functions [1]: [first(kpis#930039, false)]
Aggregate Attributes [1]: [first(kpis#930039)()#930171]
Results [6]: [shardId#904714, worklistShardItemId#904715L, qty#930030, demandChannel#930010, demandStream#930011, first(kpis#930039)()#930171 AS kpis#930172]

(86) DeserializeToObject
Input [6]: [shardId#904714, worklistShardItemId#904715L, qty#930030, demandChannel#930010, demandStream#930011, kpis#930039]
Arguments: createexternalrow(invoke(shardId#904714.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#904715L)), static_invoke(java.lang.Double.valueOf(qty#930030)), invoke(demandChannel#930010.toString()), invoke(demandStream#930011.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#930039, 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#930563: org.apache.spark.sql.Row

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	2
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	7a35da59-cef4-3194-9120-74344892ce0c
temporal.activity.type	RunStreamWithId