crp-order-quantity-kpi-service - Details for Query 2759

Submitted Time: 2026/03/19 20:13:57
Duration: 15 ms

Plan Visualization

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

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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#879645]"]; } 31 [id="node31" labelType="html" label=" Scan " tooltip="Scan[obj#879641]"]; 32 [id="node32" labelType="html" label=" Project " tooltip="Project [_extract_productId#879846 AS product#879680, _extract_plantId#879847 AS plant#879681, null AS qty#879703, demandChannelStreamKpiResults#879686.demandChannel AS demandChannel#879688, demandChannelStreamKpiResults#879686.demandStream AS demandStream#879690, transform(demandChannelStreamKpiResults#879686.kpiResults, lambdafunction(struct(label, lambda kpi#879708.label, dateTime, lambda kpi#879708.datetime, value, lambda kpi#879708.value), lambda kpi#879708, false)) AS kpis#879842]"]; subgraph cluster33 { isCluster="true"; id="cluster33"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 34 [id="node34" labelType="html" label=" Generate " tooltip="Generate explode(_extract_demandChannelStreamKpiResults#879848), [_extract_productId#879846, _extract_plantId#879847], false, [demandChannelStreamKpiResults#879686]"]; 35 [id="node35" labelType="html" label=" Project " tooltip="Project [prodPlantResults#879702.productId AS _extract_productId#879846, prodPlantResults#879702.plantId AS _extract_plantId#879847, prodPlantResults#879702.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#879848]"]; 36 [id="node36" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#879702.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#879702.demandChannelStreamKpiResults))"]; } 37 [id="node37" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#879702], [(size(prodPlantResults#879702.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#879702.demandChannelStreamKpiResults)]"]; subgraph cluster38 { isCluster="true"; id="cluster38"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 39 [id="node39" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#879645), false, [prodPlantResults#879652]"]; 40 [id="node40" labelType="html" label=" Project " tooltip="Project [prodPlantResults#879645]"]; 41 [id="node41" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#879645, true) > 0) AND isnotnull(prodPlantResults#879645))"]; 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(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), 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#879645]"]; } 43 [id="node43" labelType="html" label=" Scan " tooltip="Scan[obj#879641]"]; 44 [id="node44" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(coalesce(input[2, string, true], ), isnull(input[2, string, true]), coalesce(input[3, string, true], ), isnull(input[3, string, true])),false), [plan_id=1387235]"]; subgraph 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isnull(qty#815747), 37), ENSURE_REQUIREMENTS, [plan_id=1386424]"]; 60 [id="node60" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747]"]; 61 [id="node61" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#815743, plant#815744, 37), REPARTITION_BY_NUM, [plan_id=1386194]"]; subgraph cluster62 { isCluster="true"; id="cluster62"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 63 [id="node63" 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 cluster64 { isCluster="true"; id="cluster64"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 65 [id="node65" labelType="html" label=" Sort " tooltip="Sort [coalesce(shardId#877134, ) ASC NULLS FIRST, 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isnull(qty#876909), 37), ENSURE_REQUIREMENTS, [plan_id=1386444]"]; 67 [id="node67" labelType="html" label=" Union " tooltip="Union"]; 68 [id="node68" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#877134, worklistShardItemId#877135L, version#877136, product#877137, plant#877138, qty#876909]"]; subgraph cluster69 { isCluster="true"; id="cluster69"; label="WholeStageCodegen (7)"; tooltip="WholeStageCodegen (7)"; 70 [id="node70" labelType="html" label=" Project " tooltip="Project [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, cachedQty#876907 AS qty#876909, demandChannel#876902, demandStream#876903, cachedKpis#876908 AS kpis#876910]"]; 71 [id="node71" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#815741L, shardId#815740], [cachedWorklistShardItemId#876906L, cachedShardId#876905], Inner"]; } subgraph cluster72 { isCluster="true"; id="cluster72"; label="WholeStageCodegen 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isnotnull(shardId#876889))"]; 91 [id="node91" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#876889,worklistShardItemId#876890L,qty#876891,demandChannel#876892,demandStream#876893,kpis#876894]"]; } 82 [id="node82" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1386302]"]; 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=1386194]"]; 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#876906L ASC NULLS FIRST, cachedShardId#876905 ASC NULLS FIRST], false, 0"]; } 94 [id="node94" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#876906L, cachedShardId#876905, 37), ENSURE_REQUIREMENTS, [plan_id=1386318]"]; subgraph cluster95 { isCluster="true"; id="cluster95"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 96 [id="node96" labelType="html" label=" Project " tooltip="Project [shardId#876899 AS cachedShardId#876905, worklistShardItemId#876900L AS cachedWorklistShardItemId#876906L, qty#876901 AS cachedQty#876907, demandChannel#876902, demandStream#876903, kpis#876904 AS cachedKpis#876908]"]; 97 [id="node97" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#876900L) AND isnotnull(shardId#876899))"]; 98 [id="node98" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#876899,worklistShardItemId#876900L,qty#876901,demandChannel#876902,demandStream#876903,kpis#876904]"]; } subgraph cluster99 { isCluster="true"; id="cluster99"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 100 [id="node100" labelType="html" label=" Project " tooltip="Project [shardId#877116, worklistShardItemId#877117L, version#877118, product#877119, plant#877120, qty#877123]"]; 101 [id="node101" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#877117L, shardId#877116], [cachedWorklistShardItemId#877131L, cachedShardId#877130], Inner, BuildLeft, false"]; 109 [id="node109" labelType="html" label=" Project " tooltip="Project [shardId#877124 AS cachedShardId#877130, worklistShardItemId#877125L AS cachedWorklistShardItemId#877131L]"]; 110 [id="node110" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#877125L) AND isnotnull(shardId#877124))"]; 111 [id="node111" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#877124,worklistShardItemId#877125L,qty#877126,demandChannel#877127,demandStream#877128,kpis#877129]"]; } 102 [id="node102" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1386438]"]; subgraph cluster103 { isCluster="true"; id="cluster103"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 104 [id="node104" labelType="html" label=" Filter " tooltip="Filter ((isnull(qty#877123) AND isnotnull(worklistShardItemId#877117L)) AND isnotnull(shardId#877116))"]; } 105 [id="node105" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#877116, worklistShardItemId#877117L, version#877118, product#877119, plant#877120, qty#877123], [isnull(qty#877123), isnotnull(worklistShardItemId#877117L), isnotnull(shardId#877116)]"]; 106 [id="node106" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#815743, plant#815744, 37), REPARTITION_BY_NUM, [plan_id=1386194]"]; 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#877147, worklistShardItemId#877148L, version#877149, product#877150, plant#877151, qty#877175, demandChannel#877168, demandStream#877169, kpis#877176, false AS isNewlyCalculated#877146]"]; } 114 [id="node114" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [demandChannel#877168, demandStream#877169, kpis#877176, plant#877151, product#877150, qty#877175, shardId#877147, version#877149, worklistShardItemId#877148L]"]; 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#876907 AS qty#876909, demandChannel#876902, demandStream#876903, cachedKpis#876908 AS kpis#876910]"]; 117 [id="node117" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#815741L, shardId#815740], [cachedWorklistShardItemId#876906L, cachedShardId#876905], 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=1386312]"]; 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=1386308]"]; 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#876896L, cachedShardId#876895], Inner, BuildLeft, ((qty#815747 = cachedQty#876897) OR isnull(qty#815747)), false"]; 135 [id="node135" labelType="html" label=" Project " tooltip="Project [shardId#876889 AS cachedShardId#876895, worklistShardItemId#876890L AS cachedWorklistShardItemId#876896L, qty#876891 AS cachedQty#876897]"]; 136 [id="node136" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#876890L) AND isnotnull(shardId#876889))"]; 137 [id="node137" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#876889,worklistShardItemId#876890L,qty#876891,demandChannel#876892,demandStream#876893,kpis#876894]"]; } 128 [id="node128" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1386302]"]; 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=1386194]"]; 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#876906L ASC NULLS FIRST, cachedShardId#876905 ASC NULLS FIRST], false, 0"]; } 140 [id="node140" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#876906L, cachedShardId#876905, 37), ENSURE_REQUIREMENTS, [plan_id=1386318]"]; subgraph cluster141 { isCluster="true"; id="cluster141"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 142 [id="node142" labelType="html" label=" Project " tooltip="Project [shardId#876899 AS cachedShardId#876905, worklistShardItemId#876900L AS cachedWorklistShardItemId#876906L, qty#876901 AS cachedQty#876907, demandChannel#876902, demandStream#876903, kpis#876904 AS cachedKpis#876908]"]; 143 [id="node143" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#876900L) AND isnotnull(shardId#876899))"]; 144 [id="node144" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#876899,worklistShardItemId#876900L,qty#876901,demandChannel#876902,demandStream#876903,kpis#876904]"]; } 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#879698, demandChannel#879678, demandStream#879679, kpis#879707]
Arguments: [shardId#815740, worklistShardItemId#815741L, qty#879698, demandChannel#879678, demandStream#879679, kpis#879707]

(2) InMemoryRelation
Arguments: [shardId#815740, worklistShardItemId#815741L, qty#879698, demandChannel#879678, demandStream#879679, kpis#879707], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#879652]
Arguments: [prodPlantResults#879652]

(4) InMemoryRelation
Arguments: [prodPlantResults#879652], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#879641]
Arguments: obj#879641: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[43763] at start at FileStorageAdapterImpl.java:171

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#879641]
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#879644, 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#879645]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#879644, prodPlantResults#879645]
Condition : ((size(prodPlantResults#879645, true) > 0) AND isnotnull(prodPlantResults#879645))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#879645]
Input [2]: [performanceMeasurements#879644, prodPlantResults#879645]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#879645]
Arguments: explode(prodPlantResults#879645), false, [prodPlantResults#879652]

(10) Project
Output [6]: [prodPlantResults#879652.productId AS product#879671, prodPlantResults#879652.plantId AS plant#879672, null AS qty#879698, null AS demandChannel#879678, null AS demandStream#879679, transform(prodPlantResults#879652.kpiResults, lambdafunction(struct(label, lambda kpi#879708.label, dateTime, lambda kpi#879708.datetime, value, lambda kpi#879708.value), lambda kpi#879708, false)) AS kpis#879707]
Input [1]: [prodPlantResults#879652]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#879697]
Arguments: [prodPlantResults#879697], [(size(prodPlantResults#879697.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#879697.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#879697], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#879697]
Condition : ((size(prodPlantResults#879697.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#879697.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#879697.productId AS _extract_productId#879843, prodPlantResults#879697.plantId AS _extract_plantId#879844, prodPlantResults#879697.quantityKpiResults AS _extract_quantityKpiResults#879845]
Input [1]: [prodPlantResults#879697]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#879843, _extract_plantId#879844, _extract_quantityKpiResults#879845]
Arguments: explode(_extract_quantityKpiResults#879845), [_extract_productId#879843, _extract_plantId#879844], false, [quantityKpiResults#879664]

(16) Project
Output [6]: [_extract_productId#879843 AS product#879658, _extract_plantId#879844 AS plant#879659, quantityKpiResults#879664.quantity AS qty#879665, null AS demandChannel#879667, null AS demandStream#879668, transform(quantityKpiResults#879664.kpiResults, lambdafunction(struct(label, lambda kpi#879708.label, dateTime, lambda kpi#879708.datetime, value, lambda kpi#879708.value), lambda kpi#879708, false)) AS kpis#879841]
Input [3]: [_extract_productId#879843, _extract_plantId#879844, quantityKpiResults#879664]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#879702]
Arguments: [prodPlantResults#879702], [(size(prodPlantResults#879702.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#879702.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#879702], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#879702]
Condition : ((size(prodPlantResults#879702.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#879702.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#879702.productId AS _extract_productId#879846, prodPlantResults#879702.plantId AS _extract_plantId#879847, prodPlantResults#879702.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#879848]
Input [1]: [prodPlantResults#879702]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#879846, _extract_plantId#879847, _extract_demandChannelStreamKpiResults#879848]
Arguments: explode(_extract_demandChannelStreamKpiResults#879848), [_extract_productId#879846, _extract_plantId#879847], false, [demandChannelStreamKpiResults#879686]

(22) Project
Output [6]: [_extract_productId#879846 AS product#879680, _extract_plantId#879847 AS plant#879681, null AS qty#879703, demandChannelStreamKpiResults#879686.demandChannel AS demandChannel#879688, demandChannelStreamKpiResults#879686.demandStream AS demandStream#879690, transform(demandChannelStreamKpiResults#879686.kpiResults, lambdafunction(struct(label, lambda kpi#879708.label, dateTime, lambda kpi#879708.datetime, value, lambda kpi#879708.value), lambda kpi#879708, false)) AS kpis#879842]
Input [3]: [_extract_productId#879846, _extract_plantId#879847, demandChannelStreamKpiResults#879686]

(23) Union

(24) InMemoryTableScan
Output [6]: [isNewlyCalculated#877145, plant#815744, product#815743, qty#815747, shardId#815740, worklistShardItemId#815741L]
Arguments: [isNewlyCalculated#877145, plant#815744, product#815743, qty#815747, shardId#815740, worklistShardItemId#815741L], [isNewlyCalculated#877145]

(25) InMemoryRelation
Arguments: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747, demandChannel#877142, demandStream#877143, kpis#877177, isNewlyCalculated#877145], 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[43621] 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=1386194]

(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=1386424]

(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#877134, worklistShardItemId#877135L, version#877136, product#877137, plant#877138, qty#876909]
Arguments: [shardId#877134, worklistShardItemId#877135L, version#877136, product#877137, plant#877138, qty#876909]

(33) InMemoryRelation
Arguments: [shardId#877134, worklistShardItemId#877135L, version#877136, product#877137, plant#877138, qty#876909, demandChannel#876902, demandStream#876903, kpis#876910], 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=1386302]

(38) Scan ExistingRDD
Output [6]: [shardId#876889, worklistShardItemId#876890L, qty#876891, demandChannel#876892, demandStream#876893, kpis#876894]
Arguments: [shardId#876889, worklistShardItemId#876890L, qty#876891, demandChannel#876892, demandStream#876893, kpis#876894], MapPartitionsRDD[43643] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(39) Filter
Input [6]: [shardId#876889, worklistShardItemId#876890L, qty#876891, demandChannel#876892, demandStream#876893, kpis#876894]
Condition : (isnotnull(worklistShardItemId#876890L) AND isnotnull(shardId#876889))

(40) Project
Output [3]: [shardId#876889 AS cachedShardId#876895, worklistShardItemId#876890L AS cachedWorklistShardItemId#876896L, qty#876891 AS cachedQty#876897]
Input [6]: [shardId#876889, worklistShardItemId#876890L, qty#876891, demandChannel#876892, demandStream#876893, kpis#876894]

(41) BroadcastHashJoin [codegen id : 2]
Left keys [2]: [worklistShardItemId#815741L, shardId#815740]
Right keys [2]: [cachedWorklistShardItemId#876896L, cachedShardId#876895]
Join type: Inner
Join condition: ((qty#815747 = cachedQty#876897) 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#876895, cachedWorklistShardItemId#876896L, cachedQty#876897]

(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=1386308]

(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=1386312]

(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#876899, worklistShardItemId#876900L, qty#876901, demandChannel#876902, demandStream#876903, kpis#876904]
Arguments: [shardId#876899, worklistShardItemId#876900L, qty#876901, demandChannel#876902, demandStream#876903, kpis#876904], MapPartitionsRDD[43643] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(49) Filter [codegen id : 5]
Input [6]: [shardId#876899, worklistShardItemId#876900L, qty#876901, demandChannel#876902, demandStream#876903, kpis#876904]
Condition : (isnotnull(worklistShardItemId#876900L) AND isnotnull(shardId#876899))

(50) Project [codegen id : 5]
Output [6]: [shardId#876899 AS cachedShardId#876905, worklistShardItemId#876900L AS cachedWorklistShardItemId#876906L, qty#876901 AS cachedQty#876907, demandChannel#876902, demandStream#876903, kpis#876904 AS cachedKpis#876908]
Input [6]: [shardId#876899, worklistShardItemId#876900L, qty#876901, demandChannel#876902, demandStream#876903, kpis#876904]

(51) Exchange
Input [6]: [cachedShardId#876905, cachedWorklistShardItemId#876906L, cachedQty#876907, demandChannel#876902, demandStream#876903, cachedKpis#876908]
Arguments: hashpartitioning(cachedWorklistShardItemId#876906L, cachedShardId#876905, 37), ENSURE_REQUIREMENTS, [plan_id=1386318]

(52) Sort [codegen id : 6]
Input [6]: [cachedShardId#876905, cachedWorklistShardItemId#876906L, cachedQty#876907, demandChannel#876902, demandStream#876903, cachedKpis#876908]
Arguments: [cachedWorklistShardItemId#876906L ASC NULLS FIRST, cachedShardId#876905 ASC NULLS FIRST], false, 0

(53) SortMergeJoin [codegen id : 7]
Left keys [2]: [worklistShardItemId#815741L, shardId#815740]
Right keys [2]: [cachedWorklistShardItemId#876906L, cachedShardId#876905]
Join type: Inner
Join condition: None

(54) Project [codegen id : 7]
Output [9]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, cachedQty#876907 AS qty#876909, demandChannel#876902, demandStream#876903, cachedKpis#876908 AS kpis#876910]
Input [11]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, cachedShardId#876905, cachedWorklistShardItemId#876906L, cachedQty#876907, demandChannel#876902, demandStream#876903, cachedKpis#876908]

(55) InMemoryTableScan
Output [6]: [shardId#877116, worklistShardItemId#877117L, version#877118, product#877119, plant#877120, qty#877123]
Arguments: [shardId#877116, worklistShardItemId#877117L, version#877118, product#877119, plant#877120, qty#877123], [isnull(qty#877123), isnotnull(worklistShardItemId#877117L), isnotnull(shardId#877116)]

(56) InMemoryRelation
Arguments: [shardId#877116, worklistShardItemId#877117L, version#877118, product#877119, plant#877120, periodStart#877121, periodEnd#877122, qty#877123], StorageLevel(disk, memory, 2 replicas)

(57) Filter [codegen id : 2]
Input [6]: [shardId#877116, worklistShardItemId#877117L, version#877118, product#877119, plant#877120, qty#877123]
Condition : ((isnull(qty#877123) AND isnotnull(worklistShardItemId#877117L)) AND isnotnull(shardId#877116))

(58) BroadcastExchange
Input [6]: [shardId#877116, worklistShardItemId#877117L, version#877118, product#877119, plant#877120, qty#877123]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1386438]

(59) Scan ExistingRDD
Output [6]: [shardId#877124, worklistShardItemId#877125L, qty#877126, demandChannel#877127, demandStream#877128, kpis#877129]
Arguments: [shardId#877124, worklistShardItemId#877125L, qty#877126, demandChannel#877127, demandStream#877128, kpis#877129], MapPartitionsRDD[43643] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(60) Filter
Input [6]: [shardId#877124, worklistShardItemId#877125L, qty#877126, demandChannel#877127, demandStream#877128, kpis#877129]
Condition : (isnotnull(worklistShardItemId#877125L) AND isnotnull(shardId#877124))

(61) Project
Output [2]: [shardId#877124 AS cachedShardId#877130, worklistShardItemId#877125L AS cachedWorklistShardItemId#877131L]
Input [6]: [shardId#877124, worklistShardItemId#877125L, qty#877126, demandChannel#877127, demandStream#877128, kpis#877129]

(62) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [worklistShardItemId#877117L, shardId#877116]
Right keys [2]: [cachedWorklistShardItemId#877131L, cachedShardId#877130]
Join type: Inner
Join condition: None

(63) Project [codegen id : 3]
Output [6]: [shardId#877116, worklistShardItemId#877117L, version#877118, product#877119, plant#877120, qty#877123]
Input [8]: [shardId#877116, worklistShardItemId#877117L, version#877118, product#877119, plant#877120, qty#877123, cachedShardId#877130, cachedWorklistShardItemId#877131L]

(64) Union

(65) Exchange
Input [6]: [shardId#877134, worklistShardItemId#877135L, version#877136, product#877137, plant#877138, qty#876909]
Arguments: hashpartitioning(coalesce(shardId#877134, ), isnull(shardId#877134), coalesce(worklistShardItemId#877135L, 0), isnull(worklistShardItemId#877135L), coalesce(version#877136, 0), isnull(version#877136), coalesce(product#877137, ), isnull(product#877137), coalesce(plant#877138, ), isnull(plant#877138), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#876909, 0.0))), isnull(qty#876909), 37), ENSURE_REQUIREMENTS, [plan_id=1386444]

(66) Sort [codegen id : 4]
Input [6]: [shardId#877134, worklistShardItemId#877135L, version#877136, product#877137, plant#877138, qty#876909]
Arguments: [coalesce(shardId#877134, ) ASC NULLS FIRST, isnull(shardId#877134) ASC NULLS FIRST, coalesce(worklistShardItemId#877135L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#877135L) ASC NULLS FIRST, coalesce(version#877136, 0) ASC NULLS FIRST, isnull(version#877136) ASC NULLS FIRST, coalesce(product#877137, ) ASC NULLS FIRST, isnull(product#877137) ASC NULLS FIRST, coalesce(plant#877138, ) ASC NULLS FIRST, isnull(plant#877138) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#876909, 0.0))) ASC NULLS FIRST, isnull(qty#876909) 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#877134, ), isnull(shardId#877134), coalesce(worklistShardItemId#877135L, 0), isnull(worklistShardItemId#877135L), coalesce(version#877136, 0), isnull(version#877136), coalesce(product#877137, ), isnull(product#877137), coalesce(plant#877138, ), isnull(plant#877138), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#876909, 0.0))), isnull(qty#876909)]
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#877142, null AS demandStream#877143, [] AS kpis#877177, true AS isNewlyCalculated#877145]
Input [6]: [shardId#815740, worklistShardItemId#815741L, version#815742, product#815743, plant#815744, qty#815747]

(69) InMemoryTableScan
Output [9]: [demandChannel#877168, demandStream#877169, kpis#877176, plant#877151, product#877150, qty#877175, shardId#877147, version#877149, worklistShardItemId#877148L]
Arguments: [demandChannel#877168, demandStream#877169, kpis#877176, plant#877151, product#877150, qty#877175, shardId#877147, version#877149, worklistShardItemId#877148L]

(70) InMemoryRelation
Arguments: [shardId#877147, worklistShardItemId#877148L, version#877149, product#877150, plant#877151, qty#877175, demandChannel#877168, demandStream#877169, kpis#877176], StorageLevel(disk, memory, 2 replicas)

(71) Project [codegen id : 6]
Output [10]: [shardId#877147, worklistShardItemId#877148L, version#877149, product#877150, plant#877151, qty#877175, demandChannel#877168, demandStream#877169, kpis#877176, false AS isNewlyCalculated#877146]
Input [9]: [demandChannel#877168, demandStream#877169, kpis#877176, plant#877151, product#877150, qty#877175, shardId#877147, version#877149, worklistShardItemId#877148L]

(72) Union

(73) Filter [codegen id : 3]
Input [6]: [isNewlyCalculated#877145, plant#815744, product#815743, qty#815747, shardId#815740, worklistShardItemId#815741L]
Condition : isNewlyCalculated#877145

(74) Project [codegen id : 3]
Output [5]: [shardId#815740, worklistShardItemId#815741L, product#815743, plant#815744, qty#815747]
Input [6]: [isNewlyCalculated#877145, 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=1387231]

(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=1387235]

(79) BroadcastHashJoin [codegen id : 5]
Left keys [4]: [coalesce(product#879671, ), isnull(product#879671), coalesce(plant#879672, ), isnull(plant#879672)]
Right keys [4]: [coalesce(product#815743, ), isnull(product#815743), coalesce(plant#815744, ), isnull(plant#815744)]
Join type: Inner
Join condition: ((qty#879698 <=> qty#815747) OR isnull(qty#815747))

(80) Project [codegen id : 5]
Output [6]: [shardId#815740, worklistShardItemId#815741L, qty#879698, demandChannel#879678, demandStream#879679, kpis#879707]
Input [11]: [product#879671, plant#879672, qty#879698, demandChannel#879678, demandStream#879679, kpis#879707, shardId#815740, worklistShardItemId#815741L, product#815743, plant#815744, qty#815747]

(81) Sort [codegen id : 5]
Input [6]: [shardId#815740, worklistShardItemId#815741L, qty#879698, demandChannel#879678, demandStream#879679, kpis#879707]
Arguments: [demandChannel#879678 ASC NULLS FIRST, shardId#815740 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#879698)) AS qty#879698 ASC NULLS FIRST, worklistShardItemId#815741L ASC NULLS FIRST, demandStream#879679 ASC NULLS FIRST], false, 0

(82) SortAggregate
Input [6]: [shardId#815740, worklistShardItemId#815741L, qty#879698, demandChannel#879678, demandStream#879679, kpis#879707]
Keys [5]: [demandChannel#879678, shardId#815740, knownfloatingpointnormalized(normalizenanandzero(qty#879698)) AS qty#879698, worklistShardItemId#815741L, demandStream#879679]
Functions [1]: [partial_first(kpis#879707, false)]
Aggregate Attributes [2]: [first#879914, valueSet#879915]
Results [7]: [demandChannel#879678, shardId#815740, qty#879698, worklistShardItemId#815741L, demandStream#879679, first#879916, valueSet#879917]

(83) Exchange
Input [7]: [demandChannel#879678, shardId#815740, qty#879698, worklistShardItemId#815741L, demandStream#879679, first#879916, valueSet#879917]
Arguments: hashpartitioning(demandChannel#879678, shardId#815740, qty#879698, worklistShardItemId#815741L, demandStream#879679, 37), ENSURE_REQUIREMENTS, [plan_id=1387242]

(84) Sort [codegen id : 6]
Input [7]: [demandChannel#879678, shardId#815740, qty#879698, worklistShardItemId#815741L, demandStream#879679, first#879916, valueSet#879917]
Arguments: [demandChannel#879678 ASC NULLS FIRST, shardId#815740 ASC NULLS FIRST, qty#879698 ASC NULLS FIRST, worklistShardItemId#815741L ASC NULLS FIRST, demandStream#879679 ASC NULLS FIRST], false, 0

(85) SortAggregate
Input [7]: [demandChannel#879678, shardId#815740, qty#879698, worklistShardItemId#815741L, demandStream#879679, first#879916, valueSet#879917]
Keys [5]: [demandChannel#879678, shardId#815740, qty#879698, worklistShardItemId#815741L, demandStream#879679]
Functions [1]: [first(kpis#879707, false)]
Aggregate Attributes [1]: [first(kpis#879707)()#879839]
Results [6]: [shardId#815740, worklistShardItemId#815741L, qty#879698, demandChannel#879678, demandStream#879679, first(kpis#879707)()#879839 AS kpis#879840]

(86) DeserializeToObject
Input [6]: [shardId#815740, worklistShardItemId#815741L, qty#879698, demandChannel#879678, demandStream#879679, kpis#879707]
Arguments: createexternalrow(invoke(shardId#815740.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#815741L)), static_invoke(java.lang.Double.valueOf(qty#879698)), invoke(demandChannel#879678.toString()), invoke(demandStream#879679.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#879707, 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#880231: org.apache.spark.sql.Row

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	9
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