crp-order-quantity-kpi-service - Details for Query 2730

Submitted Time: 2026/03/19 20:12:47
Duration: 12 ms

Plan Visualization

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

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plantId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), 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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#868507]"]; } 31 [id="node31" labelType="html" label=" Scan " tooltip="Scan[obj#868503]"]; 32 [id="node32" labelType="html" label=" Project " tooltip="Project [_extract_productId#868708 AS product#868542, _extract_plantId#868709 AS plant#868543, null AS qty#868565, demandChannelStreamKpiResults#868548.demandChannel AS demandChannel#868550, demandChannelStreamKpiResults#868548.demandStream AS demandStream#868552, transform(demandChannelStreamKpiResults#868548.kpiResults, lambdafunction(struct(label, lambda kpi#868570.label, dateTime, lambda kpi#868570.datetime, value, lambda kpi#868570.value), lambda kpi#868570, false)) AS kpis#868704]"]; subgraph cluster33 { isCluster="true"; id="cluster33"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 34 [id="node34" labelType="html" label=" Generate " tooltip="Generate explode(_extract_demandChannelStreamKpiResults#868710), [_extract_productId#868708, _extract_plantId#868709], false, [demandChannelStreamKpiResults#868548]"]; 35 [id="node35" labelType="html" label=" Project " tooltip="Project [prodPlantResults#868564.productId AS _extract_productId#868708, prodPlantResults#868564.plantId AS _extract_plantId#868709, prodPlantResults#868564.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#868710]"]; 36 [id="node36" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#868564.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#868564.demandChannelStreamKpiResults))"]; } 37 [id="node37" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#868564], [(size(prodPlantResults#868564.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#868564.demandChannelStreamKpiResults)]"]; subgraph cluster38 { isCluster="true"; id="cluster38"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 39 [id="node39" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#868507), false, [prodPlantResults#868514]"]; 40 [id="node40" labelType="html" label=" Project " tooltip="Project [prodPlantResults#868507]"]; 41 [id="node41" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#868507, true) > 0) AND isnotnull(prodPlantResults#868507))"]; 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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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), 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StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getKpiResults()), None)), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getDemandChannelStreamKpiResults()), None), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getValue())), invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getKpiResults()), None), plantId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getPlantId()))), productId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getProductId()))), quantityKpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(quantity,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.QuantityKpiResult)))) null else named_struct(kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult)))) null else named_struct(datetime, static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), 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tooltip="WholeStageCodegen (2)"; 79 [id="node79" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#815744, shardId#815740, version#815742, worklistShardItemId#815741L, product#815743], functions=[])"]; 80 [id="node80" labelType="html" label=" Project " tooltip="Project [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744]"]; 81 [id="node81" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#815741L, shardId#815740], [cachedWorklistShardItemId#865758L, cachedShardId#865757], Inner, BuildLeft, ((qty#815747 = cachedQty#865759) OR isnull(qty#815747)), false"]; 89 [id="node89" labelType="html" label=" Project " tooltip="Project [shardId#865751 AS cachedShardId#865757, worklistShardItemId#865752L AS cachedWorklistShardItemId#865758L, qty#865753 AS cachedQty#865759]"]; 90 [id="node90" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#865752L) AND isnotnull(shardId#865751))"]; 91 [id="node91" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#865751,worklistShardItemId#865752L,qty#865753,demandChannel#865754,demandStream#865755,kpis#865756]"]; } 82 [id="node82" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1383126]"]; subgraph cluster83 { isCluster="true"; id="cluster83"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 84 [id="node84" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#815741L) AND isnotnull(shardId#815740))"]; } 85 [id="node85" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747], [isnotnull(worklistShardItemId#815741L), isnotnull(shardId#815740)]"]; 86 [id="node86" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#815743, plant#815744, 37), REPARTITION_BY_NUM, [plan_id=1383018]"]; subgraph cluster87 { isCluster="true"; id="cluster87"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 88 [id="node88" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#815740,worklistShardItemId#815741L,version#815742,product#815743,plant#815744,periodStart#815745,periodEnd#815746,qty#815747]"]; } subgraph cluster92 { isCluster="true"; id="cluster92"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 93 [id="node93" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#865768L ASC NULLS FIRST, cachedShardId#865767 ASC NULLS FIRST], false, 0"]; } 94 [id="node94" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#865768L, cachedShardId#865767, 37), ENSURE_REQUIREMENTS, [plan_id=1383142]"]; subgraph cluster95 { isCluster="true"; id="cluster95"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 96 [id="node96" labelType="html" label=" Project " tooltip="Project [shardId#865761 AS cachedShardId#865767, worklistShardItemId#865762L AS cachedWorklistShardItemId#865768L, qty#865763 AS cachedQty#865769, demandChannel#865764, demandStream#865765, kpis#865766 AS cachedKpis#865770]"]; 97 [id="node97" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#865762L) AND isnotnull(shardId#865761))"]; 98 [id="node98" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#865761,worklistShardItemId#865762L,qty#865763,demandChannel#865764,demandStream#865765,kpis#865766]"]; } subgraph cluster99 { isCluster="true"; id="cluster99"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 100 [id="node100" labelType="html" label=" Project " tooltip="Project [shardId#865978, worklistShardItemId#865979L, version#865980, product#865981, plant#865982, qty#865985]"]; 101 [id="node101" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#865979L, shardId#865978], [cachedWorklistShardItemId#865993L, cachedShardId#865992], Inner, BuildLeft, false"]; 109 [id="node109" labelType="html" label=" Project " tooltip="Project [shardId#865986 AS cachedShardId#865992, worklistShardItemId#865987L AS cachedWorklistShardItemId#865993L]"]; 110 [id="node110" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#865987L) AND isnotnull(shardId#865986))"]; 111 [id="node111" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#865986,worklistShardItemId#865987L,qty#865988,demandChannel#865989,demandStream#865990,kpis#865991]"]; } 102 [id="node102" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1383262]"]; subgraph cluster103 { isCluster="true"; id="cluster103"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 104 [id="node104" labelType="html" label=" Filter " tooltip="Filter ((isnull(qty#865985) AND isnotnull(worklistShardItemId#865979L)) AND isnotnull(shardId#865978))"]; } 105 [id="node105" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#865978, worklistShardItemId#865979L, version#865980, product#865981, plant#865982, qty#865985], [isnull(qty#865985), isnotnull(worklistShardItemId#865979L), isnotnull(shardId#865978)]"]; 106 [id="node106" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#815743, plant#815744, 37), REPARTITION_BY_NUM, [plan_id=1383018]"]; subgraph cluster107 { isCluster="true"; id="cluster107"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 108 [id="node108" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#815740,worklistShardItemId#815741L,version#815742,product#815743,plant#815744,periodStart#815745,periodEnd#815746,qty#815747]"]; } subgraph cluster112 { isCluster="true"; id="cluster112"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 113 [id="node113" labelType="html" label=" Project " tooltip="Project [shardId#866009, worklistShardItemId#866010L, version#866011, product#866012, plant#866013, qty#866037, demandChannel#866030, demandStream#866031, kpis#866038, false AS isNewlyCalculated#866008]"]; } 114 [id="node114" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [demandChannel#866030, demandStream#866031, kpis#866038, plant#866013, product#866012, qty#866037, shardId#866009, version#866011, worklistShardItemId#866010L]"]; subgraph cluster115 { isCluster="true"; id="cluster115"; label="WholeStageCodegen (7)"; tooltip="WholeStageCodegen (7)"; 116 [id="node116" labelType="html" label=" Project " tooltip="Project [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, cachedQty#865769 AS qty#865771, demandChannel#865764, demandStream#865765, cachedKpis#865770 AS kpis#865772]"]; 117 [id="node117" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#815741L, shardId#815740], [cachedWorklistShardItemId#865768L, cachedShardId#865767], Inner"]; } subgraph cluster118 { isCluster="true"; id="cluster118"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 119 [id="node119" labelType="html" label=" Sort " tooltip="Sort [worklistShardItemId#815741L ASC NULLS FIRST, shardId#815740 ASC NULLS FIRST], false, 0"]; } 120 [id="node120" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(worklistShardItemId#815741L, shardId#815740, 37), ENSURE_REQUIREMENTS, [plan_id=1383136]"]; subgraph cluster121 { isCluster="true"; id="cluster121"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 122 [id="node122" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#815744, shardId#815740, version#815742, worklistShardItemId#815741L, product#815743], functions=[])"]; } 123 [id="node123" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(plant#815744, shardId#815740, version#815742, worklistShardItemId#815741L, product#815743, 37), ENSURE_REQUIREMENTS, [plan_id=1383132]"]; subgraph cluster124 { isCluster="true"; id="cluster124"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 125 [id="node125" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#815744, shardId#815740, version#815742, worklistShardItemId#815741L, product#815743], functions=[])"]; 126 [id="node126" labelType="html" label=" Project " tooltip="Project [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744]"]; 127 [id="node127" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#815741L, shardId#815740], [cachedWorklistShardItemId#865758L, cachedShardId#865757], Inner, BuildLeft, ((qty#815747 = cachedQty#865759) OR isnull(qty#815747)), false"]; 135 [id="node135" labelType="html" label=" Project " tooltip="Project [shardId#865751 AS cachedShardId#865757, worklistShardItemId#865752L AS cachedWorklistShardItemId#865758L, qty#865753 AS cachedQty#865759]"]; 136 [id="node136" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#865752L) AND isnotnull(shardId#865751))"]; 137 [id="node137" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#865751,worklistShardItemId#865752L,qty#865753,demandChannel#865754,demandStream#865755,kpis#865756]"]; } 128 [id="node128" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1383126]"]; subgraph cluster129 { isCluster="true"; id="cluster129"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 130 [id="node130" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#815741L) AND isnotnull(shardId#815740))"]; } 131 [id="node131" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747], [isnotnull(worklistShardItemId#815741L), isnotnull(shardId#815740)]"]; 132 [id="node132" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#815743, plant#815744, 37), REPARTITION_BY_NUM, [plan_id=1383018]"]; subgraph cluster133 { isCluster="true"; id="cluster133"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 134 [id="node134" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#815740,worklistShardItemId#815741L,version#815742,product#815743,plant#815744,periodStart#815745,periodEnd#815746,qty#815747]"]; } subgraph cluster138 { isCluster="true"; id="cluster138"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 139 [id="node139" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#865768L ASC NULLS FIRST, cachedShardId#865767 ASC NULLS FIRST], false, 0"]; } 140 [id="node140" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#865768L, cachedShardId#865767, 37), ENSURE_REQUIREMENTS, [plan_id=1383142]"]; subgraph cluster141 { isCluster="true"; id="cluster141"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 142 [id="node142" labelType="html" label=" Project " tooltip="Project [shardId#865761 AS cachedShardId#865767, worklistShardItemId#865762L AS cachedWorklistShardItemId#865768L, qty#865763 AS cachedQty#865769, demandChannel#865764, demandStream#865765, kpis#865766 AS cachedKpis#865770]"]; 143 [id="node143" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#865762L) AND isnotnull(shardId#865761))"]; 144 [id="node144" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#865761,worklistShardItemId#865762L,qty#865763,demandChannel#865764,demandStream#865765,kpis#865766]"]; } 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#815740, worklistShardItemId#815741L, qty#868560, demandChannel#868540, demandStream#868541, kpis#868569]
Arguments: [shardId#815740, worklistShardItemId#815741L, qty#868560, demandChannel#868540, demandStream#868541, kpis#868569]

(2) InMemoryRelation
Arguments: [shardId#815740, worklistShardItemId#815741L, qty#868560, demandChannel#868540, demandStream#868541, kpis#868569], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#868514]
Arguments: [prodPlantResults#868514]

(4) InMemoryRelation
Arguments: [prodPlantResults#868514], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#868503]
Arguments: obj#868503: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[43229] at start at FileStorageAdapterImpl.java:171

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#868503]
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#868506, 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#868507]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#868506, prodPlantResults#868507]
Condition : ((size(prodPlantResults#868507, true) > 0) AND isnotnull(prodPlantResults#868507))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#868507]
Input [2]: [performanceMeasurements#868506, prodPlantResults#868507]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#868507]
Arguments: explode(prodPlantResults#868507), false, [prodPlantResults#868514]

(10) Project
Output [6]: [prodPlantResults#868514.productId AS product#868533, prodPlantResults#868514.plantId AS plant#868534, null AS qty#868560, null AS demandChannel#868540, null AS demandStream#868541, transform(prodPlantResults#868514.kpiResults, lambdafunction(struct(label, lambda kpi#868570.label, dateTime, lambda kpi#868570.datetime, value, lambda kpi#868570.value), lambda kpi#868570, false)) AS kpis#868569]
Input [1]: [prodPlantResults#868514]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#868559]
Arguments: [prodPlantResults#868559], [(size(prodPlantResults#868559.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#868559.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#868559], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#868559]
Condition : ((size(prodPlantResults#868559.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#868559.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#868559.productId AS _extract_productId#868705, prodPlantResults#868559.plantId AS _extract_plantId#868706, prodPlantResults#868559.quantityKpiResults AS _extract_quantityKpiResults#868707]
Input [1]: [prodPlantResults#868559]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#868705, _extract_plantId#868706, _extract_quantityKpiResults#868707]
Arguments: explode(_extract_quantityKpiResults#868707), [_extract_productId#868705, _extract_plantId#868706], false, [quantityKpiResults#868526]

(16) Project
Output [6]: [_extract_productId#868705 AS product#868520, _extract_plantId#868706 AS plant#868521, quantityKpiResults#868526.quantity AS qty#868527, null AS demandChannel#868529, null AS demandStream#868530, transform(quantityKpiResults#868526.kpiResults, lambdafunction(struct(label, lambda kpi#868570.label, dateTime, lambda kpi#868570.datetime, value, lambda kpi#868570.value), lambda kpi#868570, false)) AS kpis#868703]
Input [3]: [_extract_productId#868705, _extract_plantId#868706, quantityKpiResults#868526]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#868564]
Arguments: [prodPlantResults#868564], [(size(prodPlantResults#868564.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#868564.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#868564], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#868564]
Condition : ((size(prodPlantResults#868564.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#868564.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#868564.productId AS _extract_productId#868708, prodPlantResults#868564.plantId AS _extract_plantId#868709, prodPlantResults#868564.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#868710]
Input [1]: [prodPlantResults#868564]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#868708, _extract_plantId#868709, _extract_demandChannelStreamKpiResults#868710]
Arguments: explode(_extract_demandChannelStreamKpiResults#868710), [_extract_productId#868708, _extract_plantId#868709], false, [demandChannelStreamKpiResults#868548]

(22) Project
Output [6]: [_extract_productId#868708 AS product#868542, _extract_plantId#868709 AS plant#868543, null AS qty#868565, demandChannelStreamKpiResults#868548.demandChannel AS demandChannel#868550, demandChannelStreamKpiResults#868548.demandStream AS demandStream#868552, transform(demandChannelStreamKpiResults#868548.kpiResults, lambdafunction(struct(label, lambda kpi#868570.label, dateTime, lambda kpi#868570.datetime, value, lambda kpi#868570.value), lambda kpi#868570, false)) AS kpis#868704]
Input [3]: [_extract_productId#868708, _extract_plantId#868709, demandChannelStreamKpiResults#868548]

(23) Union

(24) InMemoryTableScan
Output [6]: [isNewlyCalculated#866007, plant#815744, product#815743, qty#815747, shardId#815740, worklistShardItemId#815741L]
Arguments: [isNewlyCalculated#866007, plant#815744, product#815743, qty#815747, shardId#815740, worklistShardItemId#815741L], [isNewlyCalculated#866007]

(25) InMemoryRelation
Arguments: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747, demandChannel#866004, demandStream#866005, kpis#866039, isNewlyCalculated#866007], StorageLevel(disk, memory, 2 replicas)

(26) InMemoryTableScan
Output [6]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747]
Arguments: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747]

(27) InMemoryRelation
Arguments: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, periodStart#815745, periodEnd#815746, qty#815747], StorageLevel(disk, memory, 2 replicas)

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, periodStart#815745, periodEnd#815746, qty#815747]
Arguments: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, periodStart#815745, periodEnd#815746, qty#815747], SQLExecutionRDD[43087] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, periodStart#815745, periodEnd#815746, qty#815747]
Arguments: hashpartitioning(product#815743, plant#815744, 37), REPARTITION_BY_NUM, [plan_id=1383018]

(30) Exchange
Input [6]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747]
Arguments: hashpartitioning(coalesce(shardId#815740, ), isnull(shardId#815740), coalesce(worklistShardItemId#815741L, 0), isnull(worklistShardItemId#815741L), coalesce(version#815742, 0), isnull(version#815742), coalesce(product#815743, ), isnull(product#815743), coalesce(plant#815744, ), isnull(plant#815744), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#815747, 0.0))), isnull(qty#815747), 37), ENSURE_REQUIREMENTS, [plan_id=1383248]

(31) Sort [codegen id : 1]
Input [6]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747]
Arguments: [coalesce(shardId#815740, ) ASC NULLS FIRST, isnull(shardId#815740) ASC NULLS FIRST, coalesce(worklistShardItemId#815741L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#815741L) ASC NULLS FIRST, coalesce(version#815742, 0) ASC NULLS FIRST, isnull(version#815742) ASC NULLS FIRST, coalesce(product#815743, ) ASC NULLS FIRST, isnull(product#815743) ASC NULLS FIRST, coalesce(plant#815744, ) ASC NULLS FIRST, isnull(plant#815744) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#815747, 0.0))) ASC NULLS FIRST, isnull(qty#815747) ASC NULLS FIRST], false, 0

(32) InMemoryTableScan
Output [6]: [shardId#865996, worklistShardItemId#865997L, version#865998, product#865999, plant#866000, qty#865771]
Arguments: [shardId#865996, worklistShardItemId#865997L, version#865998, product#865999, plant#866000, qty#865771]

(33) InMemoryRelation
Arguments: [shardId#865996, worklistShardItemId#865997L, version#865998, product#865999, plant#866000, qty#865771, demandChannel#865764, demandStream#865765, kpis#865772], StorageLevel(disk, memory, 2 replicas)

(34) InMemoryTableScan
Output [6]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747]
Arguments: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747], [isnotnull(worklistShardItemId#815741L), isnotnull(shardId#815740)]

(35) InMemoryRelation
Arguments: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, periodStart#815745, periodEnd#815746, qty#815747], StorageLevel(disk, memory, 2 replicas)

(36) Filter [codegen id : 1]
Input [6]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747]
Condition : (isnotnull(worklistShardItemId#815741L) AND isnotnull(shardId#815740))

(37) BroadcastExchange
Input [6]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1383126]

(38) Scan ExistingRDD
Output [6]: [shardId#865751, worklistShardItemId#865752L, qty#865753, demandChannel#865754, demandStream#865755, kpis#865756]
Arguments: [shardId#865751, worklistShardItemId#865752L, qty#865753, demandChannel#865754, demandStream#865755, kpis#865756], MapPartitionsRDD[43109] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(39) Filter
Input [6]: [shardId#865751, worklistShardItemId#865752L, qty#865753, demandChannel#865754, demandStream#865755, kpis#865756]
Condition : (isnotnull(worklistShardItemId#865752L) AND isnotnull(shardId#865751))

(40) Project
Output [3]: [shardId#865751 AS cachedShardId#865757, worklistShardItemId#865752L AS cachedWorklistShardItemId#865758L, qty#865753 AS cachedQty#865759]
Input [6]: [shardId#865751, worklistShardItemId#865752L, qty#865753, demandChannel#865754, demandStream#865755, kpis#865756]

(41) BroadcastHashJoin [codegen id : 2]
Left keys [2]: [worklistShardItemId#815741L, shardId#815740]
Right keys [2]: [cachedWorklistShardItemId#865758L, cachedShardId#865757]
Join type: Inner
Join condition: ((qty#815747 = cachedQty#865759) OR isnull(qty#815747))

(42) Project [codegen id : 2]
Output [5]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744]
Input [9]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747, cachedShardId#865757, cachedWorklistShardItemId#865758L, cachedQty#865759]

(43) HashAggregate [codegen id : 2]
Input [5]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744]
Keys [5]: [plant#815744, shardId#815740, version#815742, worklistShardItemId#815741L, product#815743]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#815744, shardId#815740, version#815742, worklistShardItemId#815741L, product#815743]

(44) Exchange
Input [5]: [plant#815744, shardId#815740, version#815742, worklistShardItemId#815741L, product#815743]
Arguments: hashpartitioning(plant#815744, shardId#815740, version#815742, worklistShardItemId#815741L, product#815743, 37), ENSURE_REQUIREMENTS, [plan_id=1383132]

(45) HashAggregate [codegen id : 3]
Input [5]: [plant#815744, shardId#815740, version#815742, worklistShardItemId#815741L, product#815743]
Keys [5]: [plant#815744, shardId#815740, version#815742, worklistShardItemId#815741L, product#815743]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744]

(46) Exchange
Input [5]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744]
Arguments: hashpartitioning(worklistShardItemId#815741L, shardId#815740, 37), ENSURE_REQUIREMENTS, [plan_id=1383136]

(47) Sort [codegen id : 4]
Input [5]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744]
Arguments: [worklistShardItemId#815741L ASC NULLS FIRST, shardId#815740 ASC NULLS FIRST], false, 0

(48) Scan ExistingRDD [codegen id : 5]
Output [6]: [shardId#865761, worklistShardItemId#865762L, qty#865763, demandChannel#865764, demandStream#865765, kpis#865766]
Arguments: [shardId#865761, worklistShardItemId#865762L, qty#865763, demandChannel#865764, demandStream#865765, kpis#865766], MapPartitionsRDD[43109] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(49) Filter [codegen id : 5]
Input [6]: [shardId#865761, worklistShardItemId#865762L, qty#865763, demandChannel#865764, demandStream#865765, kpis#865766]
Condition : (isnotnull(worklistShardItemId#865762L) AND isnotnull(shardId#865761))

(50) Project [codegen id : 5]
Output [6]: [shardId#865761 AS cachedShardId#865767, worklistShardItemId#865762L AS cachedWorklistShardItemId#865768L, qty#865763 AS cachedQty#865769, demandChannel#865764, demandStream#865765, kpis#865766 AS cachedKpis#865770]
Input [6]: [shardId#865761, worklistShardItemId#865762L, qty#865763, demandChannel#865764, demandStream#865765, kpis#865766]

(51) Exchange
Input [6]: [cachedShardId#865767, cachedWorklistShardItemId#865768L, cachedQty#865769, demandChannel#865764, demandStream#865765, cachedKpis#865770]
Arguments: hashpartitioning(cachedWorklistShardItemId#865768L, cachedShardId#865767, 37), ENSURE_REQUIREMENTS, [plan_id=1383142]

(52) Sort [codegen id : 6]
Input [6]: [cachedShardId#865767, cachedWorklistShardItemId#865768L, cachedQty#865769, demandChannel#865764, demandStream#865765, cachedKpis#865770]
Arguments: [cachedWorklistShardItemId#865768L ASC NULLS FIRST, cachedShardId#865767 ASC NULLS FIRST], false, 0

(53) SortMergeJoin [codegen id : 7]
Left keys [2]: [worklistShardItemId#815741L, shardId#815740]
Right keys [2]: [cachedWorklistShardItemId#865768L, cachedShardId#865767]
Join type: Inner
Join condition: None

(54) Project [codegen id : 7]
Output [9]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, cachedQty#865769 AS qty#865771, demandChannel#865764, demandStream#865765, cachedKpis#865770 AS kpis#865772]
Input [11]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, cachedShardId#865767, cachedWorklistShardItemId#865768L, cachedQty#865769, demandChannel#865764, demandStream#865765, cachedKpis#865770]

(55) InMemoryTableScan
Output [6]: [shardId#865978, worklistShardItemId#865979L, version#865980, product#865981, plant#865982, qty#865985]
Arguments: [shardId#865978, worklistShardItemId#865979L, version#865980, product#865981, plant#865982, qty#865985], [isnull(qty#865985), isnotnull(worklistShardItemId#865979L), isnotnull(shardId#865978)]

(56) InMemoryRelation
Arguments: [shardId#865978, worklistShardItemId#865979L, version#865980, product#865981, plant#865982, periodStart#865983, periodEnd#865984, qty#865985], StorageLevel(disk, memory, 2 replicas)

(57) Filter [codegen id : 2]
Input [6]: [shardId#865978, worklistShardItemId#865979L, version#865980, product#865981, plant#865982, qty#865985]
Condition : ((isnull(qty#865985) AND isnotnull(worklistShardItemId#865979L)) AND isnotnull(shardId#865978))

(58) BroadcastExchange
Input [6]: [shardId#865978, worklistShardItemId#865979L, version#865980, product#865981, plant#865982, qty#865985]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1383262]

(59) Scan ExistingRDD
Output [6]: [shardId#865986, worklistShardItemId#865987L, qty#865988, demandChannel#865989, demandStream#865990, kpis#865991]
Arguments: [shardId#865986, worklistShardItemId#865987L, qty#865988, demandChannel#865989, demandStream#865990, kpis#865991], MapPartitionsRDD[43109] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(60) Filter
Input [6]: [shardId#865986, worklistShardItemId#865987L, qty#865988, demandChannel#865989, demandStream#865990, kpis#865991]
Condition : (isnotnull(worklistShardItemId#865987L) AND isnotnull(shardId#865986))

(61) Project
Output [2]: [shardId#865986 AS cachedShardId#865992, worklistShardItemId#865987L AS cachedWorklistShardItemId#865993L]
Input [6]: [shardId#865986, worklistShardItemId#865987L, qty#865988, demandChannel#865989, demandStream#865990, kpis#865991]

(62) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [worklistShardItemId#865979L, shardId#865978]
Right keys [2]: [cachedWorklistShardItemId#865993L, cachedShardId#865992]
Join type: Inner
Join condition: None

(63) Project [codegen id : 3]
Output [6]: [shardId#865978, worklistShardItemId#865979L, version#865980, product#865981, plant#865982, qty#865985]
Input [8]: [shardId#865978, worklistShardItemId#865979L, version#865980, product#865981, plant#865982, qty#865985, cachedShardId#865992, cachedWorklistShardItemId#865993L]

(64) Union

(65) Exchange
Input [6]: [shardId#865996, worklistShardItemId#865997L, version#865998, product#865999, plant#866000, qty#865771]
Arguments: hashpartitioning(coalesce(shardId#865996, ), isnull(shardId#865996), coalesce(worklistShardItemId#865997L, 0), isnull(worklistShardItemId#865997L), coalesce(version#865998, 0), isnull(version#865998), coalesce(product#865999, ), isnull(product#865999), coalesce(plant#866000, ), isnull(plant#866000), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#865771, 0.0))), isnull(qty#865771), 37), ENSURE_REQUIREMENTS, [plan_id=1383268]

(66) Sort [codegen id : 4]
Input [6]: [shardId#865996, worklistShardItemId#865997L, version#865998, product#865999, plant#866000, qty#865771]
Arguments: [coalesce(shardId#865996, ) ASC NULLS FIRST, isnull(shardId#865996) ASC NULLS FIRST, coalesce(worklistShardItemId#865997L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#865997L) ASC NULLS FIRST, coalesce(version#865998, 0) ASC NULLS FIRST, isnull(version#865998) ASC NULLS FIRST, coalesce(product#865999, ) ASC NULLS FIRST, isnull(product#865999) ASC NULLS FIRST, coalesce(plant#866000, ) ASC NULLS FIRST, isnull(plant#866000) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#865771, 0.0))) ASC NULLS FIRST, isnull(qty#865771) ASC NULLS FIRST], false, 0

(67) SortMergeJoin [codegen id : 5]
Left keys [12]: [coalesce(shardId#815740, ), isnull(shardId#815740), coalesce(worklistShardItemId#815741L, 0), isnull(worklistShardItemId#815741L), coalesce(version#815742, 0), isnull(version#815742), coalesce(product#815743, ), isnull(product#815743), coalesce(plant#815744, ), isnull(plant#815744), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#815747, 0.0))), isnull(qty#815747)]
Right keys [12]: [coalesce(shardId#865996, ), isnull(shardId#865996), coalesce(worklistShardItemId#865997L, 0), isnull(worklistShardItemId#865997L), coalesce(version#865998, 0), isnull(version#865998), coalesce(product#865999, ), isnull(product#865999), coalesce(plant#866000, ), isnull(plant#866000), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#865771, 0.0))), isnull(qty#865771)]
Join type: LeftAnti
Join condition: None

(68) Project [codegen id : 5]
Output [10]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747, null AS demandChannel#866004, null AS demandStream#866005, [] AS kpis#866039, true AS isNewlyCalculated#866007]
Input [6]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747]

(69) InMemoryTableScan
Output [9]: [demandChannel#866030, demandStream#866031, kpis#866038, plant#866013, product#866012, qty#866037, shardId#866009, version#866011, worklistShardItemId#866010L]
Arguments: [demandChannel#866030, demandStream#866031, kpis#866038, plant#866013, product#866012, qty#866037, shardId#866009, version#866011, worklistShardItemId#866010L]

(70) InMemoryRelation
Arguments: [shardId#866009, worklistShardItemId#866010L, version#866011, product#866012, plant#866013, qty#866037, demandChannel#866030, demandStream#866031, kpis#866038], StorageLevel(disk, memory, 2 replicas)

(71) Project [codegen id : 6]
Output [10]: [shardId#866009, worklistShardItemId#866010L, version#866011, product#866012, plant#866013, qty#866037, demandChannel#866030, demandStream#866031, kpis#866038, false AS isNewlyCalculated#866008]
Input [9]: [demandChannel#866030, demandStream#866031, kpis#866038, plant#866013, product#866012, qty#866037, shardId#866009, version#866011, worklistShardItemId#866010L]

(72) Union

(73) Filter [codegen id : 3]
Input [6]: [isNewlyCalculated#866007, plant#815744, product#815743, qty#815747, shardId#815740, worklistShardItemId#815741L]
Condition : isNewlyCalculated#866007

(74) Project [codegen id : 3]
Output [5]: [shardId#815740, worklistShardItemId#815741L, product#815743, plant#815744, qty#815747]
Input [6]: [isNewlyCalculated#866007, plant#815744, product#815743, qty#815747, shardId#815740, worklistShardItemId#815741L]

(75) HashAggregate [codegen id : 3]
Input [5]: [shardId#815740, worklistShardItemId#815741L, product#815743, plant#815744, qty#815747]
Keys [5]: [plant#815744, shardId#815740, knownfloatingpointnormalized(normalizenanandzero(qty#815747)) AS qty#815747, worklistShardItemId#815741L, product#815743]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#815744, shardId#815740, qty#815747, worklistShardItemId#815741L, product#815743]

(76) Exchange
Input [5]: [plant#815744, shardId#815740, qty#815747, worklistShardItemId#815741L, product#815743]
Arguments: hashpartitioning(plant#815744, shardId#815740, qty#815747, worklistShardItemId#815741L, product#815743, 37), ENSURE_REQUIREMENTS, [plan_id=1384055]

(77) HashAggregate [codegen id : 4]
Input [5]: [plant#815744, shardId#815740, qty#815747, worklistShardItemId#815741L, product#815743]
Keys [5]: [plant#815744, shardId#815740, qty#815747, worklistShardItemId#815741L, product#815743]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#815740, worklistShardItemId#815741L, product#815743, plant#815744, qty#815747]

(78) BroadcastExchange
Input [5]: [shardId#815740, worklistShardItemId#815741L, product#815743, plant#815744, qty#815747]
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=1384059]

(79) BroadcastHashJoin [codegen id : 5]
Left keys [4]: [coalesce(product#868533, ), isnull(product#868533), coalesce(plant#868534, ), isnull(plant#868534)]
Right keys [4]: [coalesce(product#815743, ), isnull(product#815743), coalesce(plant#815744, ), isnull(plant#815744)]
Join type: Inner
Join condition: ((qty#868560 <=> qty#815747) OR isnull(qty#815747))

(80) Project [codegen id : 5]
Output [6]: [shardId#815740, worklistShardItemId#815741L, qty#868560, demandChannel#868540, demandStream#868541, kpis#868569]
Input [11]: [product#868533, plant#868534, qty#868560, demandChannel#868540, demandStream#868541, kpis#868569, shardId#815740, worklistShardItemId#815741L, product#815743, plant#815744, qty#815747]

(81) Sort [codegen id : 5]
Input [6]: [shardId#815740, worklistShardItemId#815741L, qty#868560, demandChannel#868540, demandStream#868541, kpis#868569]
Arguments: [demandChannel#868540 ASC NULLS FIRST, shardId#815740 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#868560)) AS qty#868560 ASC NULLS FIRST, worklistShardItemId#815741L ASC NULLS FIRST, demandStream#868541 ASC NULLS FIRST], false, 0

(82) SortAggregate
Input [6]: [shardId#815740, worklistShardItemId#815741L, qty#868560, demandChannel#868540, demandStream#868541, kpis#868569]
Keys [5]: [demandChannel#868540, shardId#815740, knownfloatingpointnormalized(normalizenanandzero(qty#868560)) AS qty#868560, worklistShardItemId#815741L, demandStream#868541]
Functions [1]: [partial_first(kpis#868569, false)]
Aggregate Attributes [2]: [first#868776, valueSet#868777]
Results [7]: [demandChannel#868540, shardId#815740, qty#868560, worklistShardItemId#815741L, demandStream#868541, first#868778, valueSet#868779]

(83) Exchange
Input [7]: [demandChannel#868540, shardId#815740, qty#868560, worklistShardItemId#815741L, demandStream#868541, first#868778, valueSet#868779]
Arguments: hashpartitioning(demandChannel#868540, shardId#815740, qty#868560, worklistShardItemId#815741L, demandStream#868541, 37), ENSURE_REQUIREMENTS, [plan_id=1384066]

(84) Sort [codegen id : 6]
Input [7]: [demandChannel#868540, shardId#815740, qty#868560, worklistShardItemId#815741L, demandStream#868541, first#868778, valueSet#868779]
Arguments: [demandChannel#868540 ASC NULLS FIRST, shardId#815740 ASC NULLS FIRST, qty#868560 ASC NULLS FIRST, worklistShardItemId#815741L ASC NULLS FIRST, demandStream#868541 ASC NULLS FIRST], false, 0

(85) SortAggregate
Input [7]: [demandChannel#868540, shardId#815740, qty#868560, worklistShardItemId#815741L, demandStream#868541, first#868778, valueSet#868779]
Keys [5]: [demandChannel#868540, shardId#815740, qty#868560, worklistShardItemId#815741L, demandStream#868541]
Functions [1]: [first(kpis#868569, false)]
Aggregate Attributes [1]: [first(kpis#868569)()#868701]
Results [6]: [shardId#815740, worklistShardItemId#815741L, qty#868560, demandChannel#868540, demandStream#868541, first(kpis#868569)()#868701 AS kpis#868702]

(86) DeserializeToObject
Input [6]: [shardId#815740, worklistShardItemId#815741L, qty#868560, demandChannel#868540, demandStream#868541, kpis#868569]
Arguments: createexternalrow(invoke(shardId#815740.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#815741L)), static_invoke(java.lang.Double.valueOf(qty#868560)), invoke(demandChannel#868540.toString()), invoke(demandStream#868541.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#868569, 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#869093: org.apache.spark.sql.Row

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	7
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	9cfe86ea-f294-3eaf-a931-f395154bbeb6
temporal.activity.type	RunStreamWithId