crp-order-quantity-kpi-service - Details for Query 3147

Submitted Time: 2026/03/20 06:08:31
Duration: 10 ms

Plan Visualization

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

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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), 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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#998161]"]; } 31 [id="node31" labelType="html" label=" Scan " tooltip="Scan[obj#998157]"]; 32 [id="node32" labelType="html" label=" Project " tooltip="Project [_extract_productId#998362 AS product#998196, _extract_plantId#998363 AS plant#998197, null AS qty#998219, demandChannelStreamKpiResults#998202.demandChannel AS demandChannel#998204, demandChannelStreamKpiResults#998202.demandStream AS demandStream#998206, transform(demandChannelStreamKpiResults#998202.kpiResults, lambdafunction(struct(label, lambda kpi#998224.label, dateTime, lambda kpi#998224.datetime, value, lambda kpi#998224.value), lambda kpi#998224, false)) AS kpis#998358]"]; subgraph cluster33 { isCluster="true"; id="cluster33"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 34 [id="node34" labelType="html" label=" Generate " tooltip="Generate explode(_extract_demandChannelStreamKpiResults#998364), [_extract_productId#998362, _extract_plantId#998363], false, [demandChannelStreamKpiResults#998202]"]; 35 [id="node35" labelType="html" label=" Project " tooltip="Project [prodPlantResults#998218.productId AS _extract_productId#998362, prodPlantResults#998218.plantId AS _extract_plantId#998363, prodPlantResults#998218.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#998364]"]; 36 [id="node36" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#998218.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#998218.demandChannelStreamKpiResults))"]; } 37 [id="node37" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#998218], [(size(prodPlantResults#998218.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#998218.demandChannelStreamKpiResults)]"]; subgraph cluster38 { isCluster="true"; id="cluster38"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 39 [id="node39" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#998161), false, [prodPlantResults#998168]"]; 40 [id="node40" labelType="html" label=" Project " tooltip="Project [prodPlantResults#998161]"]; 41 [id="node41" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#998161, true) > 0) AND isnotnull(prodPlantResults#998161))"]; 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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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, 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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), 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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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Exchange " tooltip="Exchange hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1628772]"]; subgraph cluster87 { isCluster="true"; id="cluster87"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 88 [id="node88" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#943631,worklistShardItemId#943632L,version#943633,product#943634,plant#943635,periodStart#943636,periodEnd#943637,qty#943638]"]; } subgraph cluster92 { isCluster="true"; id="cluster92"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 93 [id="node93" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#995422L ASC NULLS FIRST, cachedShardId#995421 ASC NULLS FIRST], false, 0"]; } 94 [id="node94" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#995422L, cachedShardId#995421, 37), ENSURE_REQUIREMENTS, [plan_id=1628896]"]; subgraph cluster95 { isCluster="true"; id="cluster95"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 96 [id="node96" labelType="html" label=" Project " tooltip="Project [shardId#995415 AS cachedShardId#995421, worklistShardItemId#995416L AS cachedWorklistShardItemId#995422L, qty#995417 AS cachedQty#995423, demandChannel#995418, demandStream#995419, kpis#995420 AS cachedKpis#995424]"]; 97 [id="node97" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#995416L) AND isnotnull(shardId#995415))"]; 98 [id="node98" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#995415,worklistShardItemId#995416L,qty#995417,demandChannel#995418,demandStream#995419,kpis#995420]"]; } subgraph cluster99 { isCluster="true"; id="cluster99"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 100 [id="node100" labelType="html" label=" Project " tooltip="Project [shardId#995632, worklistShardItemId#995633L, version#995634, product#995635, plant#995636, qty#995639]"]; 101 [id="node101" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#995633L, shardId#995632], [cachedWorklistShardItemId#995647L, cachedShardId#995646], Inner, BuildLeft, false"]; 109 [id="node109" labelType="html" label=" Project " tooltip="Project [shardId#995640 AS cachedShardId#995646, worklistShardItemId#995641L AS cachedWorklistShardItemId#995647L]"]; 110 [id="node110" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#995641L) AND isnotnull(shardId#995640))"]; 111 [id="node111" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#995640,worklistShardItemId#995641L,qty#995642,demandChannel#995643,demandStream#995644,kpis#995645]"]; } 102 [id="node102" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1629016]"]; subgraph cluster103 { isCluster="true"; id="cluster103"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 104 [id="node104" labelType="html" label=" Filter " tooltip="Filter ((isnull(qty#995639) AND isnotnull(worklistShardItemId#995633L)) AND isnotnull(shardId#995632))"]; } 105 [id="node105" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#995632, worklistShardItemId#995633L, version#995634, product#995635, plant#995636, qty#995639], [isnull(qty#995639), isnotnull(worklistShardItemId#995633L), isnotnull(shardId#995632)]"]; 106 [id="node106" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1628772]"]; subgraph cluster107 { isCluster="true"; id="cluster107"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 108 [id="node108" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#943631,worklistShardItemId#943632L,version#943633,product#943634,plant#943635,periodStart#943636,periodEnd#943637,qty#943638]"]; } subgraph cluster112 { isCluster="true"; id="cluster112"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 113 [id="node113" labelType="html" label=" Project " tooltip="Project [shardId#995663, worklistShardItemId#995664L, version#995665, product#995666, plant#995667, qty#995691, demandChannel#995684, demandStream#995685, kpis#995692, false AS isNewlyCalculated#995662]"]; } 114 [id="node114" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [demandChannel#995684, demandStream#995685, kpis#995692, plant#995667, product#995666, qty#995691, shardId#995663, version#995665, worklistShardItemId#995664L]"]; subgraph cluster115 { isCluster="true"; id="cluster115"; label="WholeStageCodegen (7)"; tooltip="WholeStageCodegen (7)"; 116 [id="node116" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedQty#995423 AS qty#995425, demandChannel#995418, demandStream#995419, cachedKpis#995424 AS kpis#995426]"]; 117 [id="node117" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#943632L, shardId#943631], [cachedWorklistShardItemId#995422L, cachedShardId#995421], Inner"]; } subgraph cluster118 { isCluster="true"; id="cluster118"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 119 [id="node119" labelType="html" label=" Sort " tooltip="Sort [worklistShardItemId#943632L ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST], false, 0"]; } 120 [id="node120" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(worklistShardItemId#943632L, shardId#943631, 37), ENSURE_REQUIREMENTS, [plan_id=1628890]"]; subgraph cluster121 { isCluster="true"; id="cluster121"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 122 [id="node122" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634], functions=[])"]; } 123 [id="node123" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634, 37), ENSURE_REQUIREMENTS, [plan_id=1628886]"]; subgraph cluster124 { isCluster="true"; id="cluster124"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 125 [id="node125" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634], functions=[])"]; 126 [id="node126" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]"]; 127 [id="node127" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#943632L, shardId#943631], [cachedWorklistShardItemId#995412L, cachedShardId#995411], Inner, BuildLeft, ((qty#943638 = cachedQty#995413) OR isnull(qty#943638)), false"]; 135 [id="node135" labelType="html" label=" Project " tooltip="Project [shardId#995405 AS cachedShardId#995411, worklistShardItemId#995406L AS cachedWorklistShardItemId#995412L, qty#995407 AS cachedQty#995413]"]; 136 [id="node136" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#995406L) AND isnotnull(shardId#995405))"]; 137 [id="node137" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#995405,worklistShardItemId#995406L,qty#995407,demandChannel#995408,demandStream#995409,kpis#995410]"]; } 128 [id="node128" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1628880]"]; subgraph cluster129 { isCluster="true"; id="cluster129"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 130 [id="node130" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#943632L) AND isnotnull(shardId#943631))"]; } 131 [id="node131" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638], [isnotnull(worklistShardItemId#943632L), isnotnull(shardId#943631)]"]; 132 [id="node132" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1628772]"]; subgraph cluster133 { isCluster="true"; id="cluster133"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 134 [id="node134" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#943631,worklistShardItemId#943632L,version#943633,product#943634,plant#943635,periodStart#943636,periodEnd#943637,qty#943638]"]; } subgraph cluster138 { isCluster="true"; id="cluster138"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 139 [id="node139" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#995422L ASC NULLS FIRST, cachedShardId#995421 ASC NULLS FIRST], false, 0"]; } 140 [id="node140" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#995422L, cachedShardId#995421, 37), ENSURE_REQUIREMENTS, [plan_id=1628896]"]; subgraph cluster141 { isCluster="true"; id="cluster141"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 142 [id="node142" labelType="html" label=" Project " tooltip="Project [shardId#995415 AS cachedShardId#995421, worklistShardItemId#995416L AS cachedWorklistShardItemId#995422L, qty#995417 AS cachedQty#995423, demandChannel#995418, demandStream#995419, kpis#995420 AS cachedKpis#995424]"]; 143 [id="node143" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#995416L) AND isnotnull(shardId#995415))"]; 144 [id="node144" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#995415,worklistShardItemId#995416L,qty#995417,demandChannel#995418,demandStream#995419,kpis#995420]"]; } 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#943631, worklistShardItemId#943632L, qty#998214, demandChannel#998194, demandStream#998195, kpis#998223]
Arguments: [shardId#943631, worklistShardItemId#943632L, qty#998214, demandChannel#998194, demandStream#998195, kpis#998223]

(2) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, qty#998214, demandChannel#998194, demandStream#998195, kpis#998223], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#998168]
Arguments: [prodPlantResults#998168]

(4) InMemoryRelation
Arguments: [prodPlantResults#998168], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#998157]
Arguments: obj#998157: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[49822] at start at FileStorageAdapterImpl.java:171

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#998157]
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#998160, 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#998161]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#998160, prodPlantResults#998161]
Condition : ((size(prodPlantResults#998161, true) > 0) AND isnotnull(prodPlantResults#998161))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#998161]
Input [2]: [performanceMeasurements#998160, prodPlantResults#998161]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#998161]
Arguments: explode(prodPlantResults#998161), false, [prodPlantResults#998168]

(10) Project
Output [6]: [prodPlantResults#998168.productId AS product#998187, prodPlantResults#998168.plantId AS plant#998188, null AS qty#998214, null AS demandChannel#998194, null AS demandStream#998195, transform(prodPlantResults#998168.kpiResults, lambdafunction(struct(label, lambda kpi#998224.label, dateTime, lambda kpi#998224.datetime, value, lambda kpi#998224.value), lambda kpi#998224, false)) AS kpis#998223]
Input [1]: [prodPlantResults#998168]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#998213]
Arguments: [prodPlantResults#998213], [(size(prodPlantResults#998213.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#998213.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#998213], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#998213]
Condition : ((size(prodPlantResults#998213.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#998213.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#998213.productId AS _extract_productId#998359, prodPlantResults#998213.plantId AS _extract_plantId#998360, prodPlantResults#998213.quantityKpiResults AS _extract_quantityKpiResults#998361]
Input [1]: [prodPlantResults#998213]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#998359, _extract_plantId#998360, _extract_quantityKpiResults#998361]
Arguments: explode(_extract_quantityKpiResults#998361), [_extract_productId#998359, _extract_plantId#998360], false, [quantityKpiResults#998180]

(16) Project
Output [6]: [_extract_productId#998359 AS product#998174, _extract_plantId#998360 AS plant#998175, quantityKpiResults#998180.quantity AS qty#998181, null AS demandChannel#998183, null AS demandStream#998184, transform(quantityKpiResults#998180.kpiResults, lambdafunction(struct(label, lambda kpi#998224.label, dateTime, lambda kpi#998224.datetime, value, lambda kpi#998224.value), lambda kpi#998224, false)) AS kpis#998357]
Input [3]: [_extract_productId#998359, _extract_plantId#998360, quantityKpiResults#998180]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#998218]
Arguments: [prodPlantResults#998218], [(size(prodPlantResults#998218.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#998218.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#998218], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#998218]
Condition : ((size(prodPlantResults#998218.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#998218.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#998218.productId AS _extract_productId#998362, prodPlantResults#998218.plantId AS _extract_plantId#998363, prodPlantResults#998218.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#998364]
Input [1]: [prodPlantResults#998218]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#998362, _extract_plantId#998363, _extract_demandChannelStreamKpiResults#998364]
Arguments: explode(_extract_demandChannelStreamKpiResults#998364), [_extract_productId#998362, _extract_plantId#998363], false, [demandChannelStreamKpiResults#998202]

(22) Project
Output [6]: [_extract_productId#998362 AS product#998196, _extract_plantId#998363 AS plant#998197, null AS qty#998219, demandChannelStreamKpiResults#998202.demandChannel AS demandChannel#998204, demandChannelStreamKpiResults#998202.demandStream AS demandStream#998206, transform(demandChannelStreamKpiResults#998202.kpiResults, lambdafunction(struct(label, lambda kpi#998224.label, dateTime, lambda kpi#998224.datetime, value, lambda kpi#998224.value), lambda kpi#998224, false)) AS kpis#998358]
Input [3]: [_extract_productId#998362, _extract_plantId#998363, demandChannelStreamKpiResults#998202]

(23) Union

(24) InMemoryTableScan
Output [6]: [isNewlyCalculated#995661, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]
Arguments: [isNewlyCalculated#995661, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L], [isNewlyCalculated#995661]

(25) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, demandChannel#995658, demandStream#995659, kpis#995693, isNewlyCalculated#995661], StorageLevel(disk, memory, 2 replicas)

(26) InMemoryTableScan
Output [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]

(27) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638], StorageLevel(disk, memory, 2 replicas)

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638]
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638], SQLExecutionRDD[49680] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638]
Arguments: hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1628772]

(30) Exchange
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: hashpartitioning(coalesce(shardId#943631, ), isnull(shardId#943631), coalesce(worklistShardItemId#943632L, 0), isnull(worklistShardItemId#943632L), coalesce(version#943633, 0), isnull(version#943633), coalesce(product#943634, ), isnull(product#943634), coalesce(plant#943635, ), isnull(plant#943635), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#943638, 0.0))), isnull(qty#943638), 37), ENSURE_REQUIREMENTS, [plan_id=1629002]

(31) Sort [codegen id : 1]
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: [coalesce(shardId#943631, ) ASC NULLS FIRST, isnull(shardId#943631) ASC NULLS FIRST, coalesce(worklistShardItemId#943632L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#943632L) ASC NULLS FIRST, coalesce(version#943633, 0) ASC NULLS FIRST, isnull(version#943633) ASC NULLS FIRST, coalesce(product#943634, ) ASC NULLS FIRST, isnull(product#943634) ASC NULLS FIRST, coalesce(plant#943635, ) ASC NULLS FIRST, isnull(plant#943635) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#943638, 0.0))) ASC NULLS FIRST, isnull(qty#943638) ASC NULLS FIRST], false, 0

(32) InMemoryTableScan
Output [6]: [shardId#995650, worklistShardItemId#995651L, version#995652, product#995653, plant#995654, qty#995425]
Arguments: [shardId#995650, worklistShardItemId#995651L, version#995652, product#995653, plant#995654, qty#995425]

(33) InMemoryRelation
Arguments: [shardId#995650, worklistShardItemId#995651L, version#995652, product#995653, plant#995654, qty#995425, demandChannel#995418, demandStream#995419, kpis#995426], StorageLevel(disk, memory, 2 replicas)

(34) InMemoryTableScan
Output [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638], [isnotnull(worklistShardItemId#943632L), isnotnull(shardId#943631)]

(35) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638], StorageLevel(disk, memory, 2 replicas)

(36) Filter [codegen id : 1]
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Condition : (isnotnull(worklistShardItemId#943632L) AND isnotnull(shardId#943631))

(37) BroadcastExchange
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1628880]

(38) Scan ExistingRDD
Output [6]: [shardId#995405, worklistShardItemId#995406L, qty#995407, demandChannel#995408, demandStream#995409, kpis#995410]
Arguments: [shardId#995405, worklistShardItemId#995406L, qty#995407, demandChannel#995408, demandStream#995409, kpis#995410], MapPartitionsRDD[49702] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(39) Filter
Input [6]: [shardId#995405, worklistShardItemId#995406L, qty#995407, demandChannel#995408, demandStream#995409, kpis#995410]
Condition : (isnotnull(worklistShardItemId#995406L) AND isnotnull(shardId#995405))

(40) Project
Output [3]: [shardId#995405 AS cachedShardId#995411, worklistShardItemId#995406L AS cachedWorklistShardItemId#995412L, qty#995407 AS cachedQty#995413]
Input [6]: [shardId#995405, worklistShardItemId#995406L, qty#995407, demandChannel#995408, demandStream#995409, kpis#995410]

(41) BroadcastHashJoin [codegen id : 2]
Left keys [2]: [worklistShardItemId#943632L, shardId#943631]
Right keys [2]: [cachedWorklistShardItemId#995412L, cachedShardId#995411]
Join type: Inner
Join condition: ((qty#943638 = cachedQty#995413) OR isnull(qty#943638))

(42) Project [codegen id : 2]
Output [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]
Input [9]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, cachedShardId#995411, cachedWorklistShardItemId#995412L, cachedQty#995413]

(43) HashAggregate [codegen id : 2]
Input [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]
Keys [5]: [plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634]

(44) Exchange
Input [5]: [plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634]
Arguments: hashpartitioning(plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634, 37), ENSURE_REQUIREMENTS, [plan_id=1628886]

(45) HashAggregate [codegen id : 3]
Input [5]: [plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634]
Keys [5]: [plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]

(46) Exchange
Input [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]
Arguments: hashpartitioning(worklistShardItemId#943632L, shardId#943631, 37), ENSURE_REQUIREMENTS, [plan_id=1628890]

(47) Sort [codegen id : 4]
Input [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]
Arguments: [worklistShardItemId#943632L ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST], false, 0

(48) Scan ExistingRDD [codegen id : 5]
Output [6]: [shardId#995415, worklistShardItemId#995416L, qty#995417, demandChannel#995418, demandStream#995419, kpis#995420]
Arguments: [shardId#995415, worklistShardItemId#995416L, qty#995417, demandChannel#995418, demandStream#995419, kpis#995420], MapPartitionsRDD[49702] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(49) Filter [codegen id : 5]
Input [6]: [shardId#995415, worklistShardItemId#995416L, qty#995417, demandChannel#995418, demandStream#995419, kpis#995420]
Condition : (isnotnull(worklistShardItemId#995416L) AND isnotnull(shardId#995415))

(50) Project [codegen id : 5]
Output [6]: [shardId#995415 AS cachedShardId#995421, worklistShardItemId#995416L AS cachedWorklistShardItemId#995422L, qty#995417 AS cachedQty#995423, demandChannel#995418, demandStream#995419, kpis#995420 AS cachedKpis#995424]
Input [6]: [shardId#995415, worklistShardItemId#995416L, qty#995417, demandChannel#995418, demandStream#995419, kpis#995420]

(51) Exchange
Input [6]: [cachedShardId#995421, cachedWorklistShardItemId#995422L, cachedQty#995423, demandChannel#995418, demandStream#995419, cachedKpis#995424]
Arguments: hashpartitioning(cachedWorklistShardItemId#995422L, cachedShardId#995421, 37), ENSURE_REQUIREMENTS, [plan_id=1628896]

(52) Sort [codegen id : 6]
Input [6]: [cachedShardId#995421, cachedWorklistShardItemId#995422L, cachedQty#995423, demandChannel#995418, demandStream#995419, cachedKpis#995424]
Arguments: [cachedWorklistShardItemId#995422L ASC NULLS FIRST, cachedShardId#995421 ASC NULLS FIRST], false, 0

(53) SortMergeJoin [codegen id : 7]
Left keys [2]: [worklistShardItemId#943632L, shardId#943631]
Right keys [2]: [cachedWorklistShardItemId#995422L, cachedShardId#995421]
Join type: Inner
Join condition: None

(54) Project [codegen id : 7]
Output [9]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedQty#995423 AS qty#995425, demandChannel#995418, demandStream#995419, cachedKpis#995424 AS kpis#995426]
Input [11]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedShardId#995421, cachedWorklistShardItemId#995422L, cachedQty#995423, demandChannel#995418, demandStream#995419, cachedKpis#995424]

(55) InMemoryTableScan
Output [6]: [shardId#995632, worklistShardItemId#995633L, version#995634, product#995635, plant#995636, qty#995639]
Arguments: [shardId#995632, worklistShardItemId#995633L, version#995634, product#995635, plant#995636, qty#995639], [isnull(qty#995639), isnotnull(worklistShardItemId#995633L), isnotnull(shardId#995632)]

(56) InMemoryRelation
Arguments: [shardId#995632, worklistShardItemId#995633L, version#995634, product#995635, plant#995636, periodStart#995637, periodEnd#995638, qty#995639], StorageLevel(disk, memory, 2 replicas)

(57) Filter [codegen id : 2]
Input [6]: [shardId#995632, worklistShardItemId#995633L, version#995634, product#995635, plant#995636, qty#995639]
Condition : ((isnull(qty#995639) AND isnotnull(worklistShardItemId#995633L)) AND isnotnull(shardId#995632))

(58) BroadcastExchange
Input [6]: [shardId#995632, worklistShardItemId#995633L, version#995634, product#995635, plant#995636, qty#995639]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1629016]

(59) Scan ExistingRDD
Output [6]: [shardId#995640, worklistShardItemId#995641L, qty#995642, demandChannel#995643, demandStream#995644, kpis#995645]
Arguments: [shardId#995640, worklistShardItemId#995641L, qty#995642, demandChannel#995643, demandStream#995644, kpis#995645], MapPartitionsRDD[49702] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(60) Filter
Input [6]: [shardId#995640, worklistShardItemId#995641L, qty#995642, demandChannel#995643, demandStream#995644, kpis#995645]
Condition : (isnotnull(worklistShardItemId#995641L) AND isnotnull(shardId#995640))

(61) Project
Output [2]: [shardId#995640 AS cachedShardId#995646, worklistShardItemId#995641L AS cachedWorklistShardItemId#995647L]
Input [6]: [shardId#995640, worklistShardItemId#995641L, qty#995642, demandChannel#995643, demandStream#995644, kpis#995645]

(62) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [worklistShardItemId#995633L, shardId#995632]
Right keys [2]: [cachedWorklistShardItemId#995647L, cachedShardId#995646]
Join type: Inner
Join condition: None

(63) Project [codegen id : 3]
Output [6]: [shardId#995632, worklistShardItemId#995633L, version#995634, product#995635, plant#995636, qty#995639]
Input [8]: [shardId#995632, worklistShardItemId#995633L, version#995634, product#995635, plant#995636, qty#995639, cachedShardId#995646, cachedWorklistShardItemId#995647L]

(64) Union

(65) Exchange
Input [6]: [shardId#995650, worklistShardItemId#995651L, version#995652, product#995653, plant#995654, qty#995425]
Arguments: hashpartitioning(coalesce(shardId#995650, ), isnull(shardId#995650), coalesce(worklistShardItemId#995651L, 0), isnull(worklistShardItemId#995651L), coalesce(version#995652, 0), isnull(version#995652), coalesce(product#995653, ), isnull(product#995653), coalesce(plant#995654, ), isnull(plant#995654), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#995425, 0.0))), isnull(qty#995425), 37), ENSURE_REQUIREMENTS, [plan_id=1629022]

(66) Sort [codegen id : 4]
Input [6]: [shardId#995650, worklistShardItemId#995651L, version#995652, product#995653, plant#995654, qty#995425]
Arguments: [coalesce(shardId#995650, ) ASC NULLS FIRST, isnull(shardId#995650) ASC NULLS FIRST, coalesce(worklistShardItemId#995651L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#995651L) ASC NULLS FIRST, coalesce(version#995652, 0) ASC NULLS FIRST, isnull(version#995652) ASC NULLS FIRST, coalesce(product#995653, ) ASC NULLS FIRST, isnull(product#995653) ASC NULLS FIRST, coalesce(plant#995654, ) ASC NULLS FIRST, isnull(plant#995654) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#995425, 0.0))) ASC NULLS FIRST, isnull(qty#995425) ASC NULLS FIRST], false, 0

(67) SortMergeJoin [codegen id : 5]
Left keys [12]: [coalesce(shardId#943631, ), isnull(shardId#943631), coalesce(worklistShardItemId#943632L, 0), isnull(worklistShardItemId#943632L), coalesce(version#943633, 0), isnull(version#943633), coalesce(product#943634, ), isnull(product#943634), coalesce(plant#943635, ), isnull(plant#943635), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#943638, 0.0))), isnull(qty#943638)]
Right keys [12]: [coalesce(shardId#995650, ), isnull(shardId#995650), coalesce(worklistShardItemId#995651L, 0), isnull(worklistShardItemId#995651L), coalesce(version#995652, 0), isnull(version#995652), coalesce(product#995653, ), isnull(product#995653), coalesce(plant#995654, ), isnull(plant#995654), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#995425, 0.0))), isnull(qty#995425)]
Join type: LeftAnti
Join condition: None

(68) Project [codegen id : 5]
Output [10]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, null AS demandChannel#995658, null AS demandStream#995659, [] AS kpis#995693, true AS isNewlyCalculated#995661]
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]

(69) InMemoryTableScan
Output [9]: [demandChannel#995684, demandStream#995685, kpis#995692, plant#995667, product#995666, qty#995691, shardId#995663, version#995665, worklistShardItemId#995664L]
Arguments: [demandChannel#995684, demandStream#995685, kpis#995692, plant#995667, product#995666, qty#995691, shardId#995663, version#995665, worklistShardItemId#995664L]

(70) InMemoryRelation
Arguments: [shardId#995663, worklistShardItemId#995664L, version#995665, product#995666, plant#995667, qty#995691, demandChannel#995684, demandStream#995685, kpis#995692], StorageLevel(disk, memory, 2 replicas)

(71) Project [codegen id : 6]
Output [10]: [shardId#995663, worklistShardItemId#995664L, version#995665, product#995666, plant#995667, qty#995691, demandChannel#995684, demandStream#995685, kpis#995692, false AS isNewlyCalculated#995662]
Input [9]: [demandChannel#995684, demandStream#995685, kpis#995692, plant#995667, product#995666, qty#995691, shardId#995663, version#995665, worklistShardItemId#995664L]

(72) Union

(73) Filter [codegen id : 3]
Input [6]: [isNewlyCalculated#995661, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]
Condition : isNewlyCalculated#995661

(74) Project [codegen id : 3]
Output [5]: [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]
Input [6]: [isNewlyCalculated#995661, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]

(75) HashAggregate [codegen id : 3]
Input [5]: [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]
Keys [5]: [plant#943635, shardId#943631, knownfloatingpointnormalized(normalizenanandzero(qty#943638)) AS qty#943638, worklistShardItemId#943632L, product#943634]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634]

(76) Exchange
Input [5]: [plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634]
Arguments: hashpartitioning(plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634, 37), ENSURE_REQUIREMENTS, [plan_id=1629809]

(77) HashAggregate [codegen id : 4]
Input [5]: [plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634]
Keys [5]: [plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]

(78) BroadcastExchange
Input [5]: [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]
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=1629813]

(79) BroadcastHashJoin [codegen id : 5]
Left keys [4]: [coalesce(product#998187, ), isnull(product#998187), coalesce(plant#998188, ), isnull(plant#998188)]
Right keys [4]: [coalesce(product#943634, ), isnull(product#943634), coalesce(plant#943635, ), isnull(plant#943635)]
Join type: Inner
Join condition: ((qty#998214 <=> qty#943638) OR isnull(qty#943638))

(80) Project [codegen id : 5]
Output [6]: [shardId#943631, worklistShardItemId#943632L, qty#998214, demandChannel#998194, demandStream#998195, kpis#998223]
Input [11]: [product#998187, plant#998188, qty#998214, demandChannel#998194, demandStream#998195, kpis#998223, shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]

(81) Sort [codegen id : 5]
Input [6]: [shardId#943631, worklistShardItemId#943632L, qty#998214, demandChannel#998194, demandStream#998195, kpis#998223]
Arguments: [demandChannel#998194 ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#998214)) AS qty#998214 ASC NULLS FIRST, worklistShardItemId#943632L ASC NULLS FIRST, demandStream#998195 ASC NULLS FIRST], false, 0

(82) SortAggregate
Input [6]: [shardId#943631, worklistShardItemId#943632L, qty#998214, demandChannel#998194, demandStream#998195, kpis#998223]
Keys [5]: [demandChannel#998194, shardId#943631, knownfloatingpointnormalized(normalizenanandzero(qty#998214)) AS qty#998214, worklistShardItemId#943632L, demandStream#998195]
Functions [1]: [partial_first(kpis#998223, false)]
Aggregate Attributes [2]: [first#998430, valueSet#998431]
Results [7]: [demandChannel#998194, shardId#943631, qty#998214, worklistShardItemId#943632L, demandStream#998195, first#998432, valueSet#998433]

(83) Exchange
Input [7]: [demandChannel#998194, shardId#943631, qty#998214, worklistShardItemId#943632L, demandStream#998195, first#998432, valueSet#998433]
Arguments: hashpartitioning(demandChannel#998194, shardId#943631, qty#998214, worklistShardItemId#943632L, demandStream#998195, 37), ENSURE_REQUIREMENTS, [plan_id=1629820]

(84) Sort [codegen id : 6]
Input [7]: [demandChannel#998194, shardId#943631, qty#998214, worklistShardItemId#943632L, demandStream#998195, first#998432, valueSet#998433]
Arguments: [demandChannel#998194 ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST, qty#998214 ASC NULLS FIRST, worklistShardItemId#943632L ASC NULLS FIRST, demandStream#998195 ASC NULLS FIRST], false, 0

(85) SortAggregate
Input [7]: [demandChannel#998194, shardId#943631, qty#998214, worklistShardItemId#943632L, demandStream#998195, first#998432, valueSet#998433]
Keys [5]: [demandChannel#998194, shardId#943631, qty#998214, worklistShardItemId#943632L, demandStream#998195]
Functions [1]: [first(kpis#998223, false)]
Aggregate Attributes [1]: [first(kpis#998223)()#998355]
Results [6]: [shardId#943631, worklistShardItemId#943632L, qty#998214, demandChannel#998194, demandStream#998195, first(kpis#998223)()#998355 AS kpis#998356]

(86) DeserializeToObject
Input [6]: [shardId#943631, worklistShardItemId#943632L, qty#998214, demandChannel#998194, demandStream#998195, kpis#998223]
Arguments: createexternalrow(invoke(shardId#943631.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#943632L)), static_invoke(java.lang.Double.valueOf(qty#998214)), invoke(demandChannel#998194.toString()), invoke(demandStream#998195.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#998223, 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#998747: org.apache.spark.sql.Row

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	6
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	aded1321-bd2b-35de-a087-438f85924892
temporal.activity.type	RunStreamWithId