crp-order-quantity-kpi-service - Details for Query 2898

Submitted Time: 2026/03/20 01:06:58
Duration: 12 ms

Plan Visualization

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

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explode(_extract_quantityKpiResults#919061), [_extract_productId#919059, _extract_plantId#919060], false, [quantityKpiResults#918880]"]; 23 [id="node23" labelType="html" label=" Project " tooltip="Project [prodPlantResults#918913.productId AS _extract_productId#919059, prodPlantResults#918913.plantId AS _extract_plantId#919060, prodPlantResults#918913.quantityKpiResults AS _extract_quantityKpiResults#919061]"]; 24 [id="node24" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#918913.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#918913.quantityKpiResults))"]; } 25 [id="node25" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#918913], [(size(prodPlantResults#918913.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#918913.quantityKpiResults)]"]; subgraph cluster26 { isCluster="true"; id="cluster26"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 27 [id="node27" labelType="html" 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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 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com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getDemandChannelStreamKpiResults()), None), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, 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plantId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), 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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), 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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 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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#918861]"]; } 31 [id="node31" labelType="html" label=" Scan " tooltip="Scan[obj#918857]"]; 32 [id="node32" labelType="html" label=" Project " tooltip="Project [_extract_productId#919062 AS product#918896, _extract_plantId#919063 AS plant#918897, null AS qty#918919, demandChannelStreamKpiResults#918902.demandChannel AS demandChannel#918904, demandChannelStreamKpiResults#918902.demandStream AS demandStream#918906, transform(demandChannelStreamKpiResults#918902.kpiResults, lambdafunction(struct(label, lambda kpi#918924.label, dateTime, lambda kpi#918924.datetime, value, lambda kpi#918924.value), lambda kpi#918924, false)) AS kpis#919058]"]; subgraph cluster33 { isCluster="true"; id="cluster33"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 34 [id="node34" labelType="html" label=" Generate " tooltip="Generate explode(_extract_demandChannelStreamKpiResults#919064), [_extract_productId#919062, _extract_plantId#919063], false, [demandChannelStreamKpiResults#918902]"]; 35 [id="node35" labelType="html" label=" Project " tooltip="Project [prodPlantResults#918918.productId AS _extract_productId#919062, prodPlantResults#918918.plantId AS _extract_plantId#919063, prodPlantResults#918918.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#919064]"]; 36 [id="node36" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#918918.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#918918.demandChannelStreamKpiResults))"]; } 37 [id="node37" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#918918], [(size(prodPlantResults#918918.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#918918.demandChannelStreamKpiResults)]"]; subgraph cluster38 { isCluster="true"; id="cluster38"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 39 [id="node39" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#918861), false, [prodPlantResults#918868]"]; 40 [id="node40" labelType="html" label=" Project " tooltip="Project [prodPlantResults#918861]"]; 41 [id="node41" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#918861, true) > 0) AND isnotnull(prodPlantResults#918861))"]; 42 [id="node42" labelType="html" label=" SerializeFromObject " tooltip="SerializeFromObject [mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class 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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), 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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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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), 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tooltip="WholeStageCodegen (2)"; 79 [id="node79" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#904718, shardId#904714, version#904716, worklistShardItemId#904715L, product#904717], functions=[])"]; 80 [id="node80" labelType="html" label=" Project " tooltip="Project [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718]"]; 81 [id="node81" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#904715L, shardId#904714], [cachedWorklistShardItemId#915944L, cachedShardId#915943], Inner, BuildLeft, ((qty#904721 = cachedQty#915945) OR isnull(qty#904721)), false"]; 89 [id="node89" labelType="html" label=" Project " tooltip="Project [shardId#915937 AS cachedShardId#915943, worklistShardItemId#915938L AS cachedWorklistShardItemId#915944L, qty#915939 AS cachedQty#915945]"]; 90 [id="node90" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#915938L) AND isnotnull(shardId#915937))"]; 91 [id="node91" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#915937,worklistShardItemId#915938L,qty#915939,demandChannel#915940,demandStream#915941,kpis#915942]"]; } 82 [id="node82" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1447666]"]; 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=1447558]"]; 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#915954L ASC NULLS FIRST, cachedShardId#915953 ASC NULLS FIRST], false, 0"]; } 94 [id="node94" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#915954L, cachedShardId#915953, 37), ENSURE_REQUIREMENTS, [plan_id=1447682]"]; subgraph cluster95 { isCluster="true"; id="cluster95"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 96 [id="node96" labelType="html" label=" Project " tooltip="Project [shardId#915947 AS cachedShardId#915953, worklistShardItemId#915948L AS cachedWorklistShardItemId#915954L, qty#915949 AS cachedQty#915955, demandChannel#915950, demandStream#915951, kpis#915952 AS cachedKpis#915956]"]; 97 [id="node97" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#915948L) AND isnotnull(shardId#915947))"]; 98 [id="node98" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#915947,worklistShardItemId#915948L,qty#915949,demandChannel#915950,demandStream#915951,kpis#915952]"]; } subgraph cluster99 { isCluster="true"; id="cluster99"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 100 [id="node100" labelType="html" label=" Project " tooltip="Project [shardId#916164, worklistShardItemId#916165L, version#916166, product#916167, plant#916168, qty#916171]"]; 101 [id="node101" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#916165L, shardId#916164], [cachedWorklistShardItemId#916179L, cachedShardId#916178], Inner, BuildLeft, false"]; 109 [id="node109" labelType="html" label=" Project " tooltip="Project [shardId#916172 AS cachedShardId#916178, worklistShardItemId#916173L AS cachedWorklistShardItemId#916179L]"]; 110 [id="node110" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#916173L) AND isnotnull(shardId#916172))"]; 111 [id="node111" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#916172,worklistShardItemId#916173L,qty#916174,demandChannel#916175,demandStream#916176,kpis#916177]"]; } 102 [id="node102" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1447802]"]; subgraph cluster103 { isCluster="true"; id="cluster103"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 104 [id="node104" labelType="html" label=" Filter " tooltip="Filter ((isnull(qty#916171) AND isnotnull(worklistShardItemId#916165L)) AND isnotnull(shardId#916164))"]; } 105 [id="node105" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#916164, worklistShardItemId#916165L, version#916166, product#916167, plant#916168, qty#916171], [isnull(qty#916171), isnotnull(worklistShardItemId#916165L), isnotnull(shardId#916164)]"]; 106 [id="node106" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#904717, plant#904718, 37), REPARTITION_BY_NUM, [plan_id=1447558]"]; 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#916195, worklistShardItemId#916196L, version#916197, product#916198, plant#916199, qty#916223, demandChannel#916216, demandStream#916217, kpis#916224, false AS isNewlyCalculated#916194]"]; } 114 [id="node114" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [demandChannel#916216, demandStream#916217, kpis#916224, plant#916199, product#916198, qty#916223, shardId#916195, version#916197, worklistShardItemId#916196L]"]; 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#915955 AS qty#915957, demandChannel#915950, demandStream#915951, cachedKpis#915956 AS kpis#915958]"]; 117 [id="node117" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#904715L, shardId#904714], [cachedWorklistShardItemId#915954L, cachedShardId#915953], 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=1447676]"]; 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=1447672]"]; 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#915944L, cachedShardId#915943], Inner, BuildLeft, ((qty#904721 = cachedQty#915945) OR isnull(qty#904721)), false"]; 135 [id="node135" labelType="html" label=" Project " tooltip="Project [shardId#915937 AS cachedShardId#915943, worklistShardItemId#915938L AS cachedWorklistShardItemId#915944L, qty#915939 AS cachedQty#915945]"]; 136 [id="node136" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#915938L) AND isnotnull(shardId#915937))"]; 137 [id="node137" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#915937,worklistShardItemId#915938L,qty#915939,demandChannel#915940,demandStream#915941,kpis#915942]"]; } 128 [id="node128" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1447666]"]; 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=1447558]"]; 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#915954L ASC NULLS FIRST, cachedShardId#915953 ASC NULLS FIRST], false, 0"]; } 140 [id="node140" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#915954L, cachedShardId#915953, 37), ENSURE_REQUIREMENTS, [plan_id=1447682]"]; subgraph cluster141 { isCluster="true"; id="cluster141"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 142 [id="node142" labelType="html" label=" Project " tooltip="Project [shardId#915947 AS cachedShardId#915953, worklistShardItemId#915948L AS cachedWorklistShardItemId#915954L, qty#915949 AS cachedQty#915955, demandChannel#915950, demandStream#915951, kpis#915952 AS cachedKpis#915956]"]; 143 [id="node143" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#915948L) AND isnotnull(shardId#915947))"]; 144 [id="node144" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#915947,worklistShardItemId#915948L,qty#915949,demandChannel#915950,demandStream#915951,kpis#915952]"]; } 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#918914, demandChannel#918894, demandStream#918895, kpis#918923]
Arguments: [shardId#904714, worklistShardItemId#904715L, qty#918914, demandChannel#918894, demandStream#918895, kpis#918923]

(2) InMemoryRelation
Arguments: [shardId#904714, worklistShardItemId#904715L, qty#918914, demandChannel#918894, demandStream#918895, kpis#918923], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#918868]
Arguments: [prodPlantResults#918868]

(4) InMemoryRelation
Arguments: [prodPlantResults#918868], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#918857]
Arguments: obj#918857: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[45690] at start at FileStorageAdapterImpl.java:171

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#918857]
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#918860, 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#918861]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#918860, prodPlantResults#918861]
Condition : ((size(prodPlantResults#918861, true) > 0) AND isnotnull(prodPlantResults#918861))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#918861]
Input [2]: [performanceMeasurements#918860, prodPlantResults#918861]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#918861]
Arguments: explode(prodPlantResults#918861), false, [prodPlantResults#918868]

(10) Project
Output [6]: [prodPlantResults#918868.productId AS product#918887, prodPlantResults#918868.plantId AS plant#918888, null AS qty#918914, null AS demandChannel#918894, null AS demandStream#918895, transform(prodPlantResults#918868.kpiResults, lambdafunction(struct(label, lambda kpi#918924.label, dateTime, lambda kpi#918924.datetime, value, lambda kpi#918924.value), lambda kpi#918924, false)) AS kpis#918923]
Input [1]: [prodPlantResults#918868]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#918913]
Arguments: [prodPlantResults#918913], [(size(prodPlantResults#918913.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#918913.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#918913], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#918913]
Condition : ((size(prodPlantResults#918913.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#918913.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#918913.productId AS _extract_productId#919059, prodPlantResults#918913.plantId AS _extract_plantId#919060, prodPlantResults#918913.quantityKpiResults AS _extract_quantityKpiResults#919061]
Input [1]: [prodPlantResults#918913]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#919059, _extract_plantId#919060, _extract_quantityKpiResults#919061]
Arguments: explode(_extract_quantityKpiResults#919061), [_extract_productId#919059, _extract_plantId#919060], false, [quantityKpiResults#918880]

(16) Project
Output [6]: [_extract_productId#919059 AS product#918874, _extract_plantId#919060 AS plant#918875, quantityKpiResults#918880.quantity AS qty#918881, null AS demandChannel#918883, null AS demandStream#918884, transform(quantityKpiResults#918880.kpiResults, lambdafunction(struct(label, lambda kpi#918924.label, dateTime, lambda kpi#918924.datetime, value, lambda kpi#918924.value), lambda kpi#918924, false)) AS kpis#919057]
Input [3]: [_extract_productId#919059, _extract_plantId#919060, quantityKpiResults#918880]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#918918]
Arguments: [prodPlantResults#918918], [(size(prodPlantResults#918918.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#918918.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#918918], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#918918]
Condition : ((size(prodPlantResults#918918.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#918918.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#918918.productId AS _extract_productId#919062, prodPlantResults#918918.plantId AS _extract_plantId#919063, prodPlantResults#918918.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#919064]
Input [1]: [prodPlantResults#918918]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#919062, _extract_plantId#919063, _extract_demandChannelStreamKpiResults#919064]
Arguments: explode(_extract_demandChannelStreamKpiResults#919064), [_extract_productId#919062, _extract_plantId#919063], false, [demandChannelStreamKpiResults#918902]

(22) Project
Output [6]: [_extract_productId#919062 AS product#918896, _extract_plantId#919063 AS plant#918897, null AS qty#918919, demandChannelStreamKpiResults#918902.demandChannel AS demandChannel#918904, demandChannelStreamKpiResults#918902.demandStream AS demandStream#918906, transform(demandChannelStreamKpiResults#918902.kpiResults, lambdafunction(struct(label, lambda kpi#918924.label, dateTime, lambda kpi#918924.datetime, value, lambda kpi#918924.value), lambda kpi#918924, false)) AS kpis#919058]
Input [3]: [_extract_productId#919062, _extract_plantId#919063, demandChannelStreamKpiResults#918902]

(23) Union

(24) InMemoryTableScan
Output [6]: [isNewlyCalculated#916193, plant#904718, product#904717, qty#904721, shardId#904714, worklistShardItemId#904715L]
Arguments: [isNewlyCalculated#916193, plant#904718, product#904717, qty#904721, shardId#904714, worklistShardItemId#904715L], [isNewlyCalculated#916193]

(25) InMemoryRelation
Arguments: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721, demandChannel#916190, demandStream#916191, kpis#916225, isNewlyCalculated#916193], 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[45533] 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=1447558]

(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=1447788]

(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#916182, worklistShardItemId#916183L, version#916184, product#916185, plant#916186, qty#915957]
Arguments: [shardId#916182, worklistShardItemId#916183L, version#916184, product#916185, plant#916186, qty#915957]

(33) InMemoryRelation
Arguments: [shardId#916182, worklistShardItemId#916183L, version#916184, product#916185, plant#916186, qty#915957, demandChannel#915950, demandStream#915951, kpis#915958], 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=1447666]

(38) Scan ExistingRDD
Output [6]: [shardId#915937, worklistShardItemId#915938L, qty#915939, demandChannel#915940, demandStream#915941, kpis#915942]
Arguments: [shardId#915937, worklistShardItemId#915938L, qty#915939, demandChannel#915940, demandStream#915941, kpis#915942], MapPartitionsRDD[45555] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(39) Filter
Input [6]: [shardId#915937, worklistShardItemId#915938L, qty#915939, demandChannel#915940, demandStream#915941, kpis#915942]
Condition : (isnotnull(worklistShardItemId#915938L) AND isnotnull(shardId#915937))

(40) Project
Output [3]: [shardId#915937 AS cachedShardId#915943, worklistShardItemId#915938L AS cachedWorklistShardItemId#915944L, qty#915939 AS cachedQty#915945]
Input [6]: [shardId#915937, worklistShardItemId#915938L, qty#915939, demandChannel#915940, demandStream#915941, kpis#915942]

(41) BroadcastHashJoin [codegen id : 2]
Left keys [2]: [worklistShardItemId#904715L, shardId#904714]
Right keys [2]: [cachedWorklistShardItemId#915944L, cachedShardId#915943]
Join type: Inner
Join condition: ((qty#904721 = cachedQty#915945) 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#915943, cachedWorklistShardItemId#915944L, cachedQty#915945]

(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=1447672]

(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=1447676]

(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#915947, worklistShardItemId#915948L, qty#915949, demandChannel#915950, demandStream#915951, kpis#915952]
Arguments: [shardId#915947, worklistShardItemId#915948L, qty#915949, demandChannel#915950, demandStream#915951, kpis#915952], MapPartitionsRDD[45555] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(49) Filter [codegen id : 5]
Input [6]: [shardId#915947, worklistShardItemId#915948L, qty#915949, demandChannel#915950, demandStream#915951, kpis#915952]
Condition : (isnotnull(worklistShardItemId#915948L) AND isnotnull(shardId#915947))

(50) Project [codegen id : 5]
Output [6]: [shardId#915947 AS cachedShardId#915953, worklistShardItemId#915948L AS cachedWorklistShardItemId#915954L, qty#915949 AS cachedQty#915955, demandChannel#915950, demandStream#915951, kpis#915952 AS cachedKpis#915956]
Input [6]: [shardId#915947, worklistShardItemId#915948L, qty#915949, demandChannel#915950, demandStream#915951, kpis#915952]

(51) Exchange
Input [6]: [cachedShardId#915953, cachedWorklistShardItemId#915954L, cachedQty#915955, demandChannel#915950, demandStream#915951, cachedKpis#915956]
Arguments: hashpartitioning(cachedWorklistShardItemId#915954L, cachedShardId#915953, 37), ENSURE_REQUIREMENTS, [plan_id=1447682]

(52) Sort [codegen id : 6]
Input [6]: [cachedShardId#915953, cachedWorklistShardItemId#915954L, cachedQty#915955, demandChannel#915950, demandStream#915951, cachedKpis#915956]
Arguments: [cachedWorklistShardItemId#915954L ASC NULLS FIRST, cachedShardId#915953 ASC NULLS FIRST], false, 0

(53) SortMergeJoin [codegen id : 7]
Left keys [2]: [worklistShardItemId#904715L, shardId#904714]
Right keys [2]: [cachedWorklistShardItemId#915954L, cachedShardId#915953]
Join type: Inner
Join condition: None

(54) Project [codegen id : 7]
Output [9]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, cachedQty#915955 AS qty#915957, demandChannel#915950, demandStream#915951, cachedKpis#915956 AS kpis#915958]
Input [11]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, cachedShardId#915953, cachedWorklistShardItemId#915954L, cachedQty#915955, demandChannel#915950, demandStream#915951, cachedKpis#915956]

(55) InMemoryTableScan
Output [6]: [shardId#916164, worklistShardItemId#916165L, version#916166, product#916167, plant#916168, qty#916171]
Arguments: [shardId#916164, worklistShardItemId#916165L, version#916166, product#916167, plant#916168, qty#916171], [isnull(qty#916171), isnotnull(worklistShardItemId#916165L), isnotnull(shardId#916164)]

(56) InMemoryRelation
Arguments: [shardId#916164, worklistShardItemId#916165L, version#916166, product#916167, plant#916168, periodStart#916169, periodEnd#916170, qty#916171], StorageLevel(disk, memory, 2 replicas)

(57) Filter [codegen id : 2]
Input [6]: [shardId#916164, worklistShardItemId#916165L, version#916166, product#916167, plant#916168, qty#916171]
Condition : ((isnull(qty#916171) AND isnotnull(worklistShardItemId#916165L)) AND isnotnull(shardId#916164))

(58) BroadcastExchange
Input [6]: [shardId#916164, worklistShardItemId#916165L, version#916166, product#916167, plant#916168, qty#916171]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1447802]

(59) Scan ExistingRDD
Output [6]: [shardId#916172, worklistShardItemId#916173L, qty#916174, demandChannel#916175, demandStream#916176, kpis#916177]
Arguments: [shardId#916172, worklistShardItemId#916173L, qty#916174, demandChannel#916175, demandStream#916176, kpis#916177], MapPartitionsRDD[45555] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(60) Filter
Input [6]: [shardId#916172, worklistShardItemId#916173L, qty#916174, demandChannel#916175, demandStream#916176, kpis#916177]
Condition : (isnotnull(worklistShardItemId#916173L) AND isnotnull(shardId#916172))

(61) Project
Output [2]: [shardId#916172 AS cachedShardId#916178, worklistShardItemId#916173L AS cachedWorklistShardItemId#916179L]
Input [6]: [shardId#916172, worklistShardItemId#916173L, qty#916174, demandChannel#916175, demandStream#916176, kpis#916177]

(62) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [worklistShardItemId#916165L, shardId#916164]
Right keys [2]: [cachedWorklistShardItemId#916179L, cachedShardId#916178]
Join type: Inner
Join condition: None

(63) Project [codegen id : 3]
Output [6]: [shardId#916164, worklistShardItemId#916165L, version#916166, product#916167, plant#916168, qty#916171]
Input [8]: [shardId#916164, worklistShardItemId#916165L, version#916166, product#916167, plant#916168, qty#916171, cachedShardId#916178, cachedWorklistShardItemId#916179L]

(64) Union

(65) Exchange
Input [6]: [shardId#916182, worklistShardItemId#916183L, version#916184, product#916185, plant#916186, qty#915957]
Arguments: hashpartitioning(coalesce(shardId#916182, ), isnull(shardId#916182), coalesce(worklistShardItemId#916183L, 0), isnull(worklistShardItemId#916183L), coalesce(version#916184, 0), isnull(version#916184), coalesce(product#916185, ), isnull(product#916185), coalesce(plant#916186, ), isnull(plant#916186), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#915957, 0.0))), isnull(qty#915957), 37), ENSURE_REQUIREMENTS, [plan_id=1447808]

(66) Sort [codegen id : 4]
Input [6]: [shardId#916182, worklistShardItemId#916183L, version#916184, product#916185, plant#916186, qty#915957]
Arguments: [coalesce(shardId#916182, ) ASC NULLS FIRST, isnull(shardId#916182) ASC NULLS FIRST, coalesce(worklistShardItemId#916183L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#916183L) ASC NULLS FIRST, coalesce(version#916184, 0) ASC NULLS FIRST, isnull(version#916184) ASC NULLS FIRST, coalesce(product#916185, ) ASC NULLS FIRST, isnull(product#916185) ASC NULLS FIRST, coalesce(plant#916186, ) ASC NULLS FIRST, isnull(plant#916186) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#915957, 0.0))) ASC NULLS FIRST, isnull(qty#915957) 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#916182, ), isnull(shardId#916182), coalesce(worklistShardItemId#916183L, 0), isnull(worklistShardItemId#916183L), coalesce(version#916184, 0), isnull(version#916184), coalesce(product#916185, ), isnull(product#916185), coalesce(plant#916186, ), isnull(plant#916186), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#915957, 0.0))), isnull(qty#915957)]
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#916190, null AS demandStream#916191, [] AS kpis#916225, true AS isNewlyCalculated#916193]
Input [6]: [shardId#904714, worklistShardItemId#904715L, version#904716, product#904717, plant#904718, qty#904721]

(69) InMemoryTableScan
Output [9]: [demandChannel#916216, demandStream#916217, kpis#916224, plant#916199, product#916198, qty#916223, shardId#916195, version#916197, worklistShardItemId#916196L]
Arguments: [demandChannel#916216, demandStream#916217, kpis#916224, plant#916199, product#916198, qty#916223, shardId#916195, version#916197, worklistShardItemId#916196L]

(70) InMemoryRelation
Arguments: [shardId#916195, worklistShardItemId#916196L, version#916197, product#916198, plant#916199, qty#916223, demandChannel#916216, demandStream#916217, kpis#916224], StorageLevel(disk, memory, 2 replicas)

(71) Project [codegen id : 6]
Output [10]: [shardId#916195, worklistShardItemId#916196L, version#916197, product#916198, plant#916199, qty#916223, demandChannel#916216, demandStream#916217, kpis#916224, false AS isNewlyCalculated#916194]
Input [9]: [demandChannel#916216, demandStream#916217, kpis#916224, plant#916199, product#916198, qty#916223, shardId#916195, version#916197, worklistShardItemId#916196L]

(72) Union

(73) Filter [codegen id : 3]
Input [6]: [isNewlyCalculated#916193, plant#904718, product#904717, qty#904721, shardId#904714, worklistShardItemId#904715L]
Condition : isNewlyCalculated#916193

(74) Project [codegen id : 3]
Output [5]: [shardId#904714, worklistShardItemId#904715L, product#904717, plant#904718, qty#904721]
Input [6]: [isNewlyCalculated#916193, 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=1448657]

(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=1448661]

(79) BroadcastHashJoin [codegen id : 5]
Left keys [4]: [coalesce(product#918887, ), isnull(product#918887), coalesce(plant#918888, ), isnull(plant#918888)]
Right keys [4]: [coalesce(product#904717, ), isnull(product#904717), coalesce(plant#904718, ), isnull(plant#904718)]
Join type: Inner
Join condition: ((qty#918914 <=> qty#904721) OR isnull(qty#904721))

(80) Project [codegen id : 5]
Output [6]: [shardId#904714, worklistShardItemId#904715L, qty#918914, demandChannel#918894, demandStream#918895, kpis#918923]
Input [11]: [product#918887, plant#918888, qty#918914, demandChannel#918894, demandStream#918895, kpis#918923, shardId#904714, worklistShardItemId#904715L, product#904717, plant#904718, qty#904721]

(81) Sort [codegen id : 5]
Input [6]: [shardId#904714, worklistShardItemId#904715L, qty#918914, demandChannel#918894, demandStream#918895, kpis#918923]
Arguments: [demandChannel#918894 ASC NULLS FIRST, shardId#904714 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#918914)) AS qty#918914 ASC NULLS FIRST, worklistShardItemId#904715L ASC NULLS FIRST, demandStream#918895 ASC NULLS FIRST], false, 0

(82) SortAggregate
Input [6]: [shardId#904714, worklistShardItemId#904715L, qty#918914, demandChannel#918894, demandStream#918895, kpis#918923]
Keys [5]: [demandChannel#918894, shardId#904714, knownfloatingpointnormalized(normalizenanandzero(qty#918914)) AS qty#918914, worklistShardItemId#904715L, demandStream#918895]
Functions [1]: [partial_first(kpis#918923, false)]
Aggregate Attributes [2]: [first#919130, valueSet#919131]
Results [7]: [demandChannel#918894, shardId#904714, qty#918914, worklistShardItemId#904715L, demandStream#918895, first#919132, valueSet#919133]

(83) Exchange
Input [7]: [demandChannel#918894, shardId#904714, qty#918914, worklistShardItemId#904715L, demandStream#918895, first#919132, valueSet#919133]
Arguments: hashpartitioning(demandChannel#918894, shardId#904714, qty#918914, worklistShardItemId#904715L, demandStream#918895, 37), ENSURE_REQUIREMENTS, [plan_id=1448668]

(84) Sort [codegen id : 6]
Input [7]: [demandChannel#918894, shardId#904714, qty#918914, worklistShardItemId#904715L, demandStream#918895, first#919132, valueSet#919133]
Arguments: [demandChannel#918894 ASC NULLS FIRST, shardId#904714 ASC NULLS FIRST, qty#918914 ASC NULLS FIRST, worklistShardItemId#904715L ASC NULLS FIRST, demandStream#918895 ASC NULLS FIRST], false, 0

(85) SortAggregate
Input [7]: [demandChannel#918894, shardId#904714, qty#918914, worklistShardItemId#904715L, demandStream#918895, first#919132, valueSet#919133]
Keys [5]: [demandChannel#918894, shardId#904714, qty#918914, worklistShardItemId#904715L, demandStream#918895]
Functions [1]: [first(kpis#918923, false)]
Aggregate Attributes [1]: [first(kpis#918923)()#919055]
Results [6]: [shardId#904714, worklistShardItemId#904715L, qty#918914, demandChannel#918894, demandStream#918895, first(kpis#918923)()#919055 AS kpis#919056]

(86) DeserializeToObject
Input [6]: [shardId#904714, worklistShardItemId#904715L, qty#918914, demandChannel#918894, demandStream#918895, kpis#918923]
Arguments: createexternalrow(invoke(shardId#904714.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#904715L)), static_invoke(java.lang.Double.valueOf(qty#918914)), invoke(demandChannel#918894.toString()), invoke(demandStream#918895.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#918923, 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#919447: org.apache.spark.sql.Row

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.sql.adaptive.enabled	false
spark.sql.cbo.enabled	false
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true
spark.sql.requireAllClusterKeysForDistribution	false
temporal.activity.id	7a35da59-cef4-3194-9120-74344892ce0c
temporal.activity.type	RunStreamWithId