crp-order-quantity-kpi-service - Details for Query 3353

Submitted Time: 2026/03/20 20:12:43
Duration: 10 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#1064272]"]; } 31 [id="node31" labelType="html" label=" Scan " tooltip="Scan[obj#1064268]"]; 32 [id="node32" labelType="html" label=" Project " tooltip="Project [_extract_productId#1064473 AS product#1064307, _extract_plantId#1064474 AS plant#1064308, null AS qty#1064330, demandChannelStreamKpiResults#1064313.demandChannel AS demandChannel#1064315, demandChannelStreamKpiResults#1064313.demandStream AS demandStream#1064317, transform(demandChannelStreamKpiResults#1064313.kpiResults, lambdafunction(struct(label, lambda kpi#1064335.label, dateTime, lambda kpi#1064335.datetime, value, lambda kpi#1064335.value), lambda kpi#1064335, false)) AS kpis#1064469]"]; subgraph cluster33 { isCluster="true"; id="cluster33"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 34 [id="node34" labelType="html" label=" Generate " tooltip="Generate explode(_extract_demandChannelStreamKpiResults#1064475), [_extract_productId#1064473, _extract_plantId#1064474], false, [demandChannelStreamKpiResults#1064313]"]; 35 [id="node35" labelType="html" label=" Project " tooltip="Project [prodPlantResults#1064329.productId AS _extract_productId#1064473, prodPlantResults#1064329.plantId AS _extract_plantId#1064474, prodPlantResults#1064329.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#1064475]"]; 36 [id="node36" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#1064329.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#1064329.demandChannelStreamKpiResults))"]; } 37 [id="node37" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#1064329], [(size(prodPlantResults#1064329.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#1064329.demandChannelStreamKpiResults)]"]; subgraph cluster38 { isCluster="true"; id="cluster38"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 39 [id="node39" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#1064272), false, [prodPlantResults#1064279]"]; 40 [id="node40" labelType="html" label=" Project " tooltip="Project [prodPlantResults#1064272]"]; 41 [id="node41" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#1064272, true) > 0) AND isnotnull(prodPlantResults#1064272))"]; 42 [id="node42" labelType="html" label=" SerializeFromObject " tooltip="SerializeFromObject [mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class 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com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult)))) null else named_struct(demandChannel, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.DemandChannelStreamKpiResult))).getDemandChannel()))), demandStream, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -3), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), 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StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getDemandChannelStreamKpiResults()), None), kpiResults, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), 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StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getKpiResults()), None), plantId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getPlantId()))), productId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), 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worklistShardItemId#1011816L, product#1011818, 37), ENSURE_REQUIREMENTS, [plan_id=1687848]"]; subgraph cluster78 { isCluster="true"; id="cluster78"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 79 [id="node79" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#1011819, shardId#1011815, version#1011817, worklistShardItemId#1011816L, product#1011818], functions=[])"]; 80 [id="node80" labelType="html" label=" Project " tooltip="Project [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819]"]; 81 [id="node81" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#1011816L, shardId#1011815], [cachedWorklistShardItemId#1061523L, cachedShardId#1061522], Inner, BuildLeft, ((qty#1011822 = cachedQty#1061524) OR isnull(qty#1011822)), false"]; 89 [id="node89" labelType="html" label=" Project " tooltip="Project [shardId#1061516 AS cachedShardId#1061522, worklistShardItemId#1061517L AS cachedWorklistShardItemId#1061523L, qty#1061518 AS cachedQty#1061524]"]; 90 [id="node90" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#1061517L) AND isnotnull(shardId#1061516))"]; 91 [id="node91" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#1061516,worklistShardItemId#1061517L,qty#1061518,demandChannel#1061519,demandStream#1061520,kpis#1061521]"]; } 82 [id="node82" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1687842]"]; subgraph cluster83 { isCluster="true"; id="cluster83"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 84 [id="node84" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#1011816L) AND isnotnull(shardId#1011815))"]; } 85 [id="node85" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822], [isnotnull(worklistShardItemId#1011816L), isnotnull(shardId#1011815)]"]; 86 [id="node86" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#1011818, plant#1011819, 37), REPARTITION_BY_NUM, [plan_id=1687734]"]; subgraph cluster87 { isCluster="true"; id="cluster87"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 88 [id="node88" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#1011815,worklistShardItemId#1011816L,version#1011817,product#1011818,plant#1011819,periodStart#1011820,periodEnd#1011821,qty#1011822]"]; } subgraph cluster92 { isCluster="true"; id="cluster92"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 93 [id="node93" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#1061533L ASC NULLS FIRST, cachedShardId#1061532 ASC NULLS FIRST], false, 0"]; } 94 [id="node94" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#1061533L, cachedShardId#1061532, 37), ENSURE_REQUIREMENTS, [plan_id=1687858]"]; subgraph cluster95 { isCluster="true"; id="cluster95"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 96 [id="node96" labelType="html" label=" Project " tooltip="Project [shardId#1061526 AS cachedShardId#1061532, worklistShardItemId#1061527L AS cachedWorklistShardItemId#1061533L, qty#1061528 AS cachedQty#1061534, demandChannel#1061529, demandStream#1061530, kpis#1061531 AS cachedKpis#1061535]"]; 97 [id="node97" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#1061527L) AND isnotnull(shardId#1061526))"]; 98 [id="node98" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#1061526,worklistShardItemId#1061527L,qty#1061528,demandChannel#1061529,demandStream#1061530,kpis#1061531]"]; } subgraph cluster99 { isCluster="true"; id="cluster99"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 100 [id="node100" labelType="html" label=" Project " tooltip="Project [shardId#1061743, worklistShardItemId#1061744L, version#1061745, product#1061746, plant#1061747, qty#1061750]"]; 101 [id="node101" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#1061744L, shardId#1061743], [cachedWorklistShardItemId#1061758L, cachedShardId#1061757], Inner, BuildLeft, false"]; 109 [id="node109" labelType="html" label=" Project " tooltip="Project [shardId#1061751 AS cachedShardId#1061757, worklistShardItemId#1061752L AS cachedWorklistShardItemId#1061758L]"]; 110 [id="node110" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#1061752L) AND isnotnull(shardId#1061751))"]; 111 [id="node111" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#1061751,worklistShardItemId#1061752L,qty#1061753,demandChannel#1061754,demandStream#1061755,kpis#1061756]"]; } 102 [id="node102" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1687978]"]; subgraph cluster103 { isCluster="true"; id="cluster103"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 104 [id="node104" labelType="html" label=" Filter " tooltip="Filter ((isnull(qty#1061750) AND isnotnull(worklistShardItemId#1061744L)) AND isnotnull(shardId#1061743))"]; } 105 [id="node105" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#1061743, worklistShardItemId#1061744L, version#1061745, product#1061746, plant#1061747, qty#1061750], [isnull(qty#1061750), isnotnull(worklistShardItemId#1061744L), isnotnull(shardId#1061743)]"]; 106 [id="node106" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#1011818, plant#1011819, 37), REPARTITION_BY_NUM, [plan_id=1687734]"]; subgraph cluster107 { isCluster="true"; id="cluster107"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 108 [id="node108" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#1011815,worklistShardItemId#1011816L,version#1011817,product#1011818,plant#1011819,periodStart#1011820,periodEnd#1011821,qty#1011822]"]; } subgraph cluster112 { isCluster="true"; id="cluster112"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 113 [id="node113" labelType="html" label=" Project " tooltip="Project [shardId#1061774, worklistShardItemId#1061775L, version#1061776, product#1061777, plant#1061778, qty#1061802, demandChannel#1061795, demandStream#1061796, kpis#1061803, false AS isNewlyCalculated#1061773]"]; } 114 [id="node114" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [demandChannel#1061795, demandStream#1061796, kpis#1061803, plant#1061778, product#1061777, qty#1061802, shardId#1061774, version#1061776, worklistShardItemId#1061775L]"]; subgraph cluster115 { isCluster="true"; id="cluster115"; label="WholeStageCodegen (7)"; tooltip="WholeStageCodegen (7)"; 116 [id="node116" labelType="html" label=" Project " tooltip="Project [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, cachedQty#1061534 AS qty#1061536, demandChannel#1061529, demandStream#1061530, cachedKpis#1061535 AS kpis#1061537]"]; 117 [id="node117" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#1011816L, shardId#1011815], [cachedWorklistShardItemId#1061533L, cachedShardId#1061532], Inner"]; } subgraph cluster118 { isCluster="true"; id="cluster118"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 119 [id="node119" labelType="html" label=" Sort " tooltip="Sort [worklistShardItemId#1011816L ASC NULLS FIRST, shardId#1011815 ASC NULLS FIRST], false, 0"]; } 120 [id="node120" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(worklistShardItemId#1011816L, shardId#1011815, 37), ENSURE_REQUIREMENTS, [plan_id=1687852]"]; subgraph cluster121 { isCluster="true"; id="cluster121"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 122 [id="node122" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#1011819, shardId#1011815, version#1011817, worklistShardItemId#1011816L, product#1011818], functions=[])"]; } 123 [id="node123" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(plant#1011819, shardId#1011815, version#1011817, worklistShardItemId#1011816L, product#1011818, 37), ENSURE_REQUIREMENTS, [plan_id=1687848]"]; subgraph cluster124 { isCluster="true"; id="cluster124"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 125 [id="node125" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#1011819, shardId#1011815, version#1011817, worklistShardItemId#1011816L, product#1011818], functions=[])"]; 126 [id="node126" labelType="html" label=" Project " tooltip="Project [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819]"]; 127 [id="node127" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#1011816L, shardId#1011815], [cachedWorklistShardItemId#1061523L, cachedShardId#1061522], Inner, BuildLeft, ((qty#1011822 = cachedQty#1061524) OR isnull(qty#1011822)), false"]; 135 [id="node135" labelType="html" label=" Project " tooltip="Project [shardId#1061516 AS cachedShardId#1061522, worklistShardItemId#1061517L AS cachedWorklistShardItemId#1061523L, qty#1061518 AS cachedQty#1061524]"]; 136 [id="node136" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#1061517L) AND isnotnull(shardId#1061516))"]; 137 [id="node137" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#1061516,worklistShardItemId#1061517L,qty#1061518,demandChannel#1061519,demandStream#1061520,kpis#1061521]"]; } 128 [id="node128" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1687842]"]; subgraph cluster129 { isCluster="true"; id="cluster129"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 130 [id="node130" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#1011816L) AND isnotnull(shardId#1011815))"]; } 131 [id="node131" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822], [isnotnull(worklistShardItemId#1011816L), isnotnull(shardId#1011815)]"]; 132 [id="node132" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#1011818, plant#1011819, 37), REPARTITION_BY_NUM, [plan_id=1687734]"]; subgraph cluster133 { isCluster="true"; id="cluster133"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 134 [id="node134" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#1011815,worklistShardItemId#1011816L,version#1011817,product#1011818,plant#1011819,periodStart#1011820,periodEnd#1011821,qty#1011822]"]; } subgraph cluster138 { isCluster="true"; id="cluster138"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 139 [id="node139" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#1061533L ASC NULLS FIRST, cachedShardId#1061532 ASC NULLS FIRST], false, 0"]; } 140 [id="node140" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#1061533L, cachedShardId#1061532, 37), ENSURE_REQUIREMENTS, [plan_id=1687858]"]; subgraph cluster141 { isCluster="true"; id="cluster141"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 142 [id="node142" labelType="html" label=" Project " tooltip="Project [shardId#1061526 AS cachedShardId#1061532, worklistShardItemId#1061527L AS cachedWorklistShardItemId#1061533L, qty#1061528 AS cachedQty#1061534, demandChannel#1061529, demandStream#1061530, kpis#1061531 AS cachedKpis#1061535]"]; 143 [id="node143" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#1061527L) AND isnotnull(shardId#1061526))"]; 144 [id="node144" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#1061526,worklistShardItemId#1061527L,qty#1061528,demandChannel#1061529,demandStream#1061530,kpis#1061531]"]; } 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#1011815, worklistShardItemId#1011816L, qty#1064325, demandChannel#1064305, demandStream#1064306, kpis#1064334]
Arguments: [shardId#1011815, worklistShardItemId#1011816L, qty#1064325, demandChannel#1064305, demandStream#1064306, kpis#1064334]

(2) InMemoryRelation
Arguments: [shardId#1011815, worklistShardItemId#1011816L, qty#1064325, demandChannel#1064305, demandStream#1064306, kpis#1064334], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#1064279]
Arguments: [prodPlantResults#1064279]

(4) InMemoryRelation
Arguments: [prodPlantResults#1064279], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#1064268]
Arguments: obj#1064268: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[53045] at start at FileStorageAdapterImpl.java:171

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#1064268]
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#1064271, 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#1064272]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#1064271, prodPlantResults#1064272]
Condition : ((size(prodPlantResults#1064272, true) > 0) AND isnotnull(prodPlantResults#1064272))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#1064272]
Input [2]: [performanceMeasurements#1064271, prodPlantResults#1064272]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#1064272]
Arguments: explode(prodPlantResults#1064272), false, [prodPlantResults#1064279]

(10) Project
Output [6]: [prodPlantResults#1064279.productId AS product#1064298, prodPlantResults#1064279.plantId AS plant#1064299, null AS qty#1064325, null AS demandChannel#1064305, null AS demandStream#1064306, transform(prodPlantResults#1064279.kpiResults, lambdafunction(struct(label, lambda kpi#1064335.label, dateTime, lambda kpi#1064335.datetime, value, lambda kpi#1064335.value), lambda kpi#1064335, false)) AS kpis#1064334]
Input [1]: [prodPlantResults#1064279]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#1064324]
Arguments: [prodPlantResults#1064324], [(size(prodPlantResults#1064324.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#1064324.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#1064324], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#1064324]
Condition : ((size(prodPlantResults#1064324.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#1064324.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#1064324.productId AS _extract_productId#1064470, prodPlantResults#1064324.plantId AS _extract_plantId#1064471, prodPlantResults#1064324.quantityKpiResults AS _extract_quantityKpiResults#1064472]
Input [1]: [prodPlantResults#1064324]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#1064470, _extract_plantId#1064471, _extract_quantityKpiResults#1064472]
Arguments: explode(_extract_quantityKpiResults#1064472), [_extract_productId#1064470, _extract_plantId#1064471], false, [quantityKpiResults#1064291]

(16) Project
Output [6]: [_extract_productId#1064470 AS product#1064285, _extract_plantId#1064471 AS plant#1064286, quantityKpiResults#1064291.quantity AS qty#1064292, null AS demandChannel#1064294, null AS demandStream#1064295, transform(quantityKpiResults#1064291.kpiResults, lambdafunction(struct(label, lambda kpi#1064335.label, dateTime, lambda kpi#1064335.datetime, value, lambda kpi#1064335.value), lambda kpi#1064335, false)) AS kpis#1064468]
Input [3]: [_extract_productId#1064470, _extract_plantId#1064471, quantityKpiResults#1064291]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#1064329]
Arguments: [prodPlantResults#1064329], [(size(prodPlantResults#1064329.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#1064329.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#1064329], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#1064329]
Condition : ((size(prodPlantResults#1064329.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#1064329.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#1064329.productId AS _extract_productId#1064473, prodPlantResults#1064329.plantId AS _extract_plantId#1064474, prodPlantResults#1064329.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#1064475]
Input [1]: [prodPlantResults#1064329]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#1064473, _extract_plantId#1064474, _extract_demandChannelStreamKpiResults#1064475]
Arguments: explode(_extract_demandChannelStreamKpiResults#1064475), [_extract_productId#1064473, _extract_plantId#1064474], false, [demandChannelStreamKpiResults#1064313]

(22) Project
Output [6]: [_extract_productId#1064473 AS product#1064307, _extract_plantId#1064474 AS plant#1064308, null AS qty#1064330, demandChannelStreamKpiResults#1064313.demandChannel AS demandChannel#1064315, demandChannelStreamKpiResults#1064313.demandStream AS demandStream#1064317, transform(demandChannelStreamKpiResults#1064313.kpiResults, lambdafunction(struct(label, lambda kpi#1064335.label, dateTime, lambda kpi#1064335.datetime, value, lambda kpi#1064335.value), lambda kpi#1064335, false)) AS kpis#1064469]
Input [3]: [_extract_productId#1064473, _extract_plantId#1064474, demandChannelStreamKpiResults#1064313]

(23) Union

(24) InMemoryTableScan
Output [6]: [isNewlyCalculated#1061772, plant#1011819, product#1011818, qty#1011822, shardId#1011815, worklistShardItemId#1011816L]
Arguments: [isNewlyCalculated#1061772, plant#1011819, product#1011818, qty#1011822, shardId#1011815, worklistShardItemId#1011816L], [isNewlyCalculated#1061772]

(25) InMemoryRelation
Arguments: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822, demandChannel#1061769, demandStream#1061770, kpis#1061804, isNewlyCalculated#1061772], StorageLevel(disk, memory, 2 replicas)

(26) InMemoryTableScan
Output [6]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822]
Arguments: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822]

(27) InMemoryRelation
Arguments: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, periodStart#1011820, periodEnd#1011821, qty#1011822], StorageLevel(disk, memory, 2 replicas)

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, periodStart#1011820, periodEnd#1011821, qty#1011822]
Arguments: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, periodStart#1011820, periodEnd#1011821, qty#1011822], SQLExecutionRDD[52903] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, periodStart#1011820, periodEnd#1011821, qty#1011822]
Arguments: hashpartitioning(product#1011818, plant#1011819, 37), REPARTITION_BY_NUM, [plan_id=1687734]

(30) Exchange
Input [6]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822]
Arguments: hashpartitioning(coalesce(shardId#1011815, ), isnull(shardId#1011815), coalesce(worklistShardItemId#1011816L, 0), isnull(worklistShardItemId#1011816L), coalesce(version#1011817, 0), isnull(version#1011817), coalesce(product#1011818, ), isnull(product#1011818), coalesce(plant#1011819, ), isnull(plant#1011819), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#1011822, 0.0))), isnull(qty#1011822), 37), ENSURE_REQUIREMENTS, [plan_id=1687964]

(31) Sort [codegen id : 1]
Input [6]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822]
Arguments: [coalesce(shardId#1011815, ) ASC NULLS FIRST, isnull(shardId#1011815) ASC NULLS FIRST, coalesce(worklistShardItemId#1011816L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#1011816L) ASC NULLS FIRST, coalesce(version#1011817, 0) ASC NULLS FIRST, isnull(version#1011817) ASC NULLS FIRST, coalesce(product#1011818, ) ASC NULLS FIRST, isnull(product#1011818) ASC NULLS FIRST, coalesce(plant#1011819, ) ASC NULLS FIRST, isnull(plant#1011819) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#1011822, 0.0))) ASC NULLS FIRST, isnull(qty#1011822) ASC NULLS FIRST], false, 0

(32) InMemoryTableScan
Output [6]: [shardId#1061761, worklistShardItemId#1061762L, version#1061763, product#1061764, plant#1061765, qty#1061536]
Arguments: [shardId#1061761, worklistShardItemId#1061762L, version#1061763, product#1061764, plant#1061765, qty#1061536]

(33) InMemoryRelation
Arguments: [shardId#1061761, worklistShardItemId#1061762L, version#1061763, product#1061764, plant#1061765, qty#1061536, demandChannel#1061529, demandStream#1061530, kpis#1061537], StorageLevel(disk, memory, 2 replicas)

(34) InMemoryTableScan
Output [6]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822]
Arguments: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822], [isnotnull(worklistShardItemId#1011816L), isnotnull(shardId#1011815)]

(35) InMemoryRelation
Arguments: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, periodStart#1011820, periodEnd#1011821, qty#1011822], StorageLevel(disk, memory, 2 replicas)

(36) Filter [codegen id : 1]
Input [6]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822]
Condition : (isnotnull(worklistShardItemId#1011816L) AND isnotnull(shardId#1011815))

(37) BroadcastExchange
Input [6]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1687842]

(38) Scan ExistingRDD
Output [6]: [shardId#1061516, worklistShardItemId#1061517L, qty#1061518, demandChannel#1061519, demandStream#1061520, kpis#1061521]
Arguments: [shardId#1061516, worklistShardItemId#1061517L, qty#1061518, demandChannel#1061519, demandStream#1061520, kpis#1061521], MapPartitionsRDD[52925] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(39) Filter
Input [6]: [shardId#1061516, worklistShardItemId#1061517L, qty#1061518, demandChannel#1061519, demandStream#1061520, kpis#1061521]
Condition : (isnotnull(worklistShardItemId#1061517L) AND isnotnull(shardId#1061516))

(40) Project
Output [3]: [shardId#1061516 AS cachedShardId#1061522, worklistShardItemId#1061517L AS cachedWorklistShardItemId#1061523L, qty#1061518 AS cachedQty#1061524]
Input [6]: [shardId#1061516, worklistShardItemId#1061517L, qty#1061518, demandChannel#1061519, demandStream#1061520, kpis#1061521]

(41) BroadcastHashJoin [codegen id : 2]
Left keys [2]: [worklistShardItemId#1011816L, shardId#1011815]
Right keys [2]: [cachedWorklistShardItemId#1061523L, cachedShardId#1061522]
Join type: Inner
Join condition: ((qty#1011822 = cachedQty#1061524) OR isnull(qty#1011822))

(42) Project [codegen id : 2]
Output [5]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819]
Input [9]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822, cachedShardId#1061522, cachedWorklistShardItemId#1061523L, cachedQty#1061524]

(43) HashAggregate [codegen id : 2]
Input [5]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819]
Keys [5]: [plant#1011819, shardId#1011815, version#1011817, worklistShardItemId#1011816L, product#1011818]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#1011819, shardId#1011815, version#1011817, worklistShardItemId#1011816L, product#1011818]

(44) Exchange
Input [5]: [plant#1011819, shardId#1011815, version#1011817, worklistShardItemId#1011816L, product#1011818]
Arguments: hashpartitioning(plant#1011819, shardId#1011815, version#1011817, worklistShardItemId#1011816L, product#1011818, 37), ENSURE_REQUIREMENTS, [plan_id=1687848]

(45) HashAggregate [codegen id : 3]
Input [5]: [plant#1011819, shardId#1011815, version#1011817, worklistShardItemId#1011816L, product#1011818]
Keys [5]: [plant#1011819, shardId#1011815, version#1011817, worklistShardItemId#1011816L, product#1011818]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819]

(46) Exchange
Input [5]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819]
Arguments: hashpartitioning(worklistShardItemId#1011816L, shardId#1011815, 37), ENSURE_REQUIREMENTS, [plan_id=1687852]

(47) Sort [codegen id : 4]
Input [5]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819]
Arguments: [worklistShardItemId#1011816L ASC NULLS FIRST, shardId#1011815 ASC NULLS FIRST], false, 0

(48) Scan ExistingRDD [codegen id : 5]
Output [6]: [shardId#1061526, worklistShardItemId#1061527L, qty#1061528, demandChannel#1061529, demandStream#1061530, kpis#1061531]
Arguments: [shardId#1061526, worklistShardItemId#1061527L, qty#1061528, demandChannel#1061529, demandStream#1061530, kpis#1061531], MapPartitionsRDD[52925] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(49) Filter [codegen id : 5]
Input [6]: [shardId#1061526, worklistShardItemId#1061527L, qty#1061528, demandChannel#1061529, demandStream#1061530, kpis#1061531]
Condition : (isnotnull(worklistShardItemId#1061527L) AND isnotnull(shardId#1061526))

(50) Project [codegen id : 5]
Output [6]: [shardId#1061526 AS cachedShardId#1061532, worklistShardItemId#1061527L AS cachedWorklistShardItemId#1061533L, qty#1061528 AS cachedQty#1061534, demandChannel#1061529, demandStream#1061530, kpis#1061531 AS cachedKpis#1061535]
Input [6]: [shardId#1061526, worklistShardItemId#1061527L, qty#1061528, demandChannel#1061529, demandStream#1061530, kpis#1061531]

(51) Exchange
Input [6]: [cachedShardId#1061532, cachedWorklistShardItemId#1061533L, cachedQty#1061534, demandChannel#1061529, demandStream#1061530, cachedKpis#1061535]
Arguments: hashpartitioning(cachedWorklistShardItemId#1061533L, cachedShardId#1061532, 37), ENSURE_REQUIREMENTS, [plan_id=1687858]

(52) Sort [codegen id : 6]
Input [6]: [cachedShardId#1061532, cachedWorklistShardItemId#1061533L, cachedQty#1061534, demandChannel#1061529, demandStream#1061530, cachedKpis#1061535]
Arguments: [cachedWorklistShardItemId#1061533L ASC NULLS FIRST, cachedShardId#1061532 ASC NULLS FIRST], false, 0

(53) SortMergeJoin [codegen id : 7]
Left keys [2]: [worklistShardItemId#1011816L, shardId#1011815]
Right keys [2]: [cachedWorklistShardItemId#1061533L, cachedShardId#1061532]
Join type: Inner
Join condition: None

(54) Project [codegen id : 7]
Output [9]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, cachedQty#1061534 AS qty#1061536, demandChannel#1061529, demandStream#1061530, cachedKpis#1061535 AS kpis#1061537]
Input [11]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, cachedShardId#1061532, cachedWorklistShardItemId#1061533L, cachedQty#1061534, demandChannel#1061529, demandStream#1061530, cachedKpis#1061535]

(55) InMemoryTableScan
Output [6]: [shardId#1061743, worklistShardItemId#1061744L, version#1061745, product#1061746, plant#1061747, qty#1061750]
Arguments: [shardId#1061743, worklistShardItemId#1061744L, version#1061745, product#1061746, plant#1061747, qty#1061750], [isnull(qty#1061750), isnotnull(worklistShardItemId#1061744L), isnotnull(shardId#1061743)]

(56) InMemoryRelation
Arguments: [shardId#1061743, worklistShardItemId#1061744L, version#1061745, product#1061746, plant#1061747, periodStart#1061748, periodEnd#1061749, qty#1061750], StorageLevel(disk, memory, 2 replicas)

(57) Filter [codegen id : 2]
Input [6]: [shardId#1061743, worklistShardItemId#1061744L, version#1061745, product#1061746, plant#1061747, qty#1061750]
Condition : ((isnull(qty#1061750) AND isnotnull(worklistShardItemId#1061744L)) AND isnotnull(shardId#1061743))

(58) BroadcastExchange
Input [6]: [shardId#1061743, worklistShardItemId#1061744L, version#1061745, product#1061746, plant#1061747, qty#1061750]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1687978]

(59) Scan ExistingRDD
Output [6]: [shardId#1061751, worklistShardItemId#1061752L, qty#1061753, demandChannel#1061754, demandStream#1061755, kpis#1061756]
Arguments: [shardId#1061751, worklistShardItemId#1061752L, qty#1061753, demandChannel#1061754, demandStream#1061755, kpis#1061756], MapPartitionsRDD[52925] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(60) Filter
Input [6]: [shardId#1061751, worklistShardItemId#1061752L, qty#1061753, demandChannel#1061754, demandStream#1061755, kpis#1061756]
Condition : (isnotnull(worklistShardItemId#1061752L) AND isnotnull(shardId#1061751))

(61) Project
Output [2]: [shardId#1061751 AS cachedShardId#1061757, worklistShardItemId#1061752L AS cachedWorklistShardItemId#1061758L]
Input [6]: [shardId#1061751, worklistShardItemId#1061752L, qty#1061753, demandChannel#1061754, demandStream#1061755, kpis#1061756]

(62) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [worklistShardItemId#1061744L, shardId#1061743]
Right keys [2]: [cachedWorklistShardItemId#1061758L, cachedShardId#1061757]
Join type: Inner
Join condition: None

(63) Project [codegen id : 3]
Output [6]: [shardId#1061743, worklistShardItemId#1061744L, version#1061745, product#1061746, plant#1061747, qty#1061750]
Input [8]: [shardId#1061743, worklistShardItemId#1061744L, version#1061745, product#1061746, plant#1061747, qty#1061750, cachedShardId#1061757, cachedWorklistShardItemId#1061758L]

(64) Union

(65) Exchange
Input [6]: [shardId#1061761, worklistShardItemId#1061762L, version#1061763, product#1061764, plant#1061765, qty#1061536]
Arguments: hashpartitioning(coalesce(shardId#1061761, ), isnull(shardId#1061761), coalesce(worklistShardItemId#1061762L, 0), isnull(worklistShardItemId#1061762L), coalesce(version#1061763, 0), isnull(version#1061763), coalesce(product#1061764, ), isnull(product#1061764), coalesce(plant#1061765, ), isnull(plant#1061765), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#1061536, 0.0))), isnull(qty#1061536), 37), ENSURE_REQUIREMENTS, [plan_id=1687984]

(66) Sort [codegen id : 4]
Input [6]: [shardId#1061761, worklistShardItemId#1061762L, version#1061763, product#1061764, plant#1061765, qty#1061536]
Arguments: [coalesce(shardId#1061761, ) ASC NULLS FIRST, isnull(shardId#1061761) ASC NULLS FIRST, coalesce(worklistShardItemId#1061762L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#1061762L) ASC NULLS FIRST, coalesce(version#1061763, 0) ASC NULLS FIRST, isnull(version#1061763) ASC NULLS FIRST, coalesce(product#1061764, ) ASC NULLS FIRST, isnull(product#1061764) ASC NULLS FIRST, coalesce(plant#1061765, ) ASC NULLS FIRST, isnull(plant#1061765) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#1061536, 0.0))) ASC NULLS FIRST, isnull(qty#1061536) ASC NULLS FIRST], false, 0

(67) SortMergeJoin [codegen id : 5]
Left keys [12]: [coalesce(shardId#1011815, ), isnull(shardId#1011815), coalesce(worklistShardItemId#1011816L, 0), isnull(worklistShardItemId#1011816L), coalesce(version#1011817, 0), isnull(version#1011817), coalesce(product#1011818, ), isnull(product#1011818), coalesce(plant#1011819, ), isnull(plant#1011819), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#1011822, 0.0))), isnull(qty#1011822)]
Right keys [12]: [coalesce(shardId#1061761, ), isnull(shardId#1061761), coalesce(worklistShardItemId#1061762L, 0), isnull(worklistShardItemId#1061762L), coalesce(version#1061763, 0), isnull(version#1061763), coalesce(product#1061764, ), isnull(product#1061764), coalesce(plant#1061765, ), isnull(plant#1061765), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#1061536, 0.0))), isnull(qty#1061536)]
Join type: LeftAnti
Join condition: None

(68) Project [codegen id : 5]
Output [10]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822, null AS demandChannel#1061769, null AS demandStream#1061770, [] AS kpis#1061804, true AS isNewlyCalculated#1061772]
Input [6]: [shardId#1011815, worklistShardItemId#1011816L, version#1011817, product#1011818, plant#1011819, qty#1011822]

(69) InMemoryTableScan
Output [9]: [demandChannel#1061795, demandStream#1061796, kpis#1061803, plant#1061778, product#1061777, qty#1061802, shardId#1061774, version#1061776, worklistShardItemId#1061775L]
Arguments: [demandChannel#1061795, demandStream#1061796, kpis#1061803, plant#1061778, product#1061777, qty#1061802, shardId#1061774, version#1061776, worklistShardItemId#1061775L]

(70) InMemoryRelation
Arguments: [shardId#1061774, worklistShardItemId#1061775L, version#1061776, product#1061777, plant#1061778, qty#1061802, demandChannel#1061795, demandStream#1061796, kpis#1061803], StorageLevel(disk, memory, 2 replicas)

(71) Project [codegen id : 6]
Output [10]: [shardId#1061774, worklistShardItemId#1061775L, version#1061776, product#1061777, plant#1061778, qty#1061802, demandChannel#1061795, demandStream#1061796, kpis#1061803, false AS isNewlyCalculated#1061773]
Input [9]: [demandChannel#1061795, demandStream#1061796, kpis#1061803, plant#1061778, product#1061777, qty#1061802, shardId#1061774, version#1061776, worklistShardItemId#1061775L]

(72) Union

(73) Filter [codegen id : 3]
Input [6]: [isNewlyCalculated#1061772, plant#1011819, product#1011818, qty#1011822, shardId#1011815, worklistShardItemId#1011816L]
Condition : isNewlyCalculated#1061772

(74) Project [codegen id : 3]
Output [5]: [shardId#1011815, worklistShardItemId#1011816L, product#1011818, plant#1011819, qty#1011822]
Input [6]: [isNewlyCalculated#1061772, plant#1011819, product#1011818, qty#1011822, shardId#1011815, worklistShardItemId#1011816L]

(75) HashAggregate [codegen id : 3]
Input [5]: [shardId#1011815, worklistShardItemId#1011816L, product#1011818, plant#1011819, qty#1011822]
Keys [5]: [plant#1011819, shardId#1011815, knownfloatingpointnormalized(normalizenanandzero(qty#1011822)) AS qty#1011822, worklistShardItemId#1011816L, product#1011818]
Functions: []
Aggregate Attributes: []
Results [5]: [plant#1011819, shardId#1011815, qty#1011822, worklistShardItemId#1011816L, product#1011818]

(76) Exchange
Input [5]: [plant#1011819, shardId#1011815, qty#1011822, worklistShardItemId#1011816L, product#1011818]
Arguments: hashpartitioning(plant#1011819, shardId#1011815, qty#1011822, worklistShardItemId#1011816L, product#1011818, 37), ENSURE_REQUIREMENTS, [plan_id=1688771]

(77) HashAggregate [codegen id : 4]
Input [5]: [plant#1011819, shardId#1011815, qty#1011822, worklistShardItemId#1011816L, product#1011818]
Keys [5]: [plant#1011819, shardId#1011815, qty#1011822, worklistShardItemId#1011816L, product#1011818]
Functions: []
Aggregate Attributes: []
Results [5]: [shardId#1011815, worklistShardItemId#1011816L, product#1011818, plant#1011819, qty#1011822]

(78) BroadcastExchange
Input [5]: [shardId#1011815, worklistShardItemId#1011816L, product#1011818, plant#1011819, qty#1011822]
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=1688775]

(79) BroadcastHashJoin [codegen id : 5]
Left keys [4]: [coalesce(product#1064298, ), isnull(product#1064298), coalesce(plant#1064299, ), isnull(plant#1064299)]
Right keys [4]: [coalesce(product#1011818, ), isnull(product#1011818), coalesce(plant#1011819, ), isnull(plant#1011819)]
Join type: Inner
Join condition: ((qty#1064325 <=> qty#1011822) OR isnull(qty#1011822))

(80) Project [codegen id : 5]
Output [6]: [shardId#1011815, worklistShardItemId#1011816L, qty#1064325, demandChannel#1064305, demandStream#1064306, kpis#1064334]
Input [11]: [product#1064298, plant#1064299, qty#1064325, demandChannel#1064305, demandStream#1064306, kpis#1064334, shardId#1011815, worklistShardItemId#1011816L, product#1011818, plant#1011819, qty#1011822]

(81) Sort [codegen id : 5]
Input [6]: [shardId#1011815, worklistShardItemId#1011816L, qty#1064325, demandChannel#1064305, demandStream#1064306, kpis#1064334]
Arguments: [demandChannel#1064305 ASC NULLS FIRST, shardId#1011815 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#1064325)) AS qty#1064325 ASC NULLS FIRST, worklistShardItemId#1011816L ASC NULLS FIRST, demandStream#1064306 ASC NULLS FIRST], false, 0

(82) SortAggregate
Input [6]: [shardId#1011815, worklistShardItemId#1011816L, qty#1064325, demandChannel#1064305, demandStream#1064306, kpis#1064334]
Keys [5]: [demandChannel#1064305, shardId#1011815, knownfloatingpointnormalized(normalizenanandzero(qty#1064325)) AS qty#1064325, worklistShardItemId#1011816L, demandStream#1064306]
Functions [1]: [partial_first(kpis#1064334, false)]
Aggregate Attributes [2]: [first#1064541, valueSet#1064542]
Results [7]: [demandChannel#1064305, shardId#1011815, qty#1064325, worklistShardItemId#1011816L, demandStream#1064306, first#1064543, valueSet#1064544]

(83) Exchange
Input [7]: [demandChannel#1064305, shardId#1011815, qty#1064325, worklistShardItemId#1011816L, demandStream#1064306, first#1064543, valueSet#1064544]
Arguments: hashpartitioning(demandChannel#1064305, shardId#1011815, qty#1064325, worklistShardItemId#1011816L, demandStream#1064306, 37), ENSURE_REQUIREMENTS, [plan_id=1688782]

(84) Sort [codegen id : 6]
Input [7]: [demandChannel#1064305, shardId#1011815, qty#1064325, worklistShardItemId#1011816L, demandStream#1064306, first#1064543, valueSet#1064544]
Arguments: [demandChannel#1064305 ASC NULLS FIRST, shardId#1011815 ASC NULLS FIRST, qty#1064325 ASC NULLS FIRST, worklistShardItemId#1011816L ASC NULLS FIRST, demandStream#1064306 ASC NULLS FIRST], false, 0

(85) SortAggregate
Input [7]: [demandChannel#1064305, shardId#1011815, qty#1064325, worklistShardItemId#1011816L, demandStream#1064306, first#1064543, valueSet#1064544]
Keys [5]: [demandChannel#1064305, shardId#1011815, qty#1064325, worklistShardItemId#1011816L, demandStream#1064306]
Functions [1]: [first(kpis#1064334, false)]
Aggregate Attributes [1]: [first(kpis#1064334)()#1064466]
Results [6]: [shardId#1011815, worklistShardItemId#1011816L, qty#1064325, demandChannel#1064305, demandStream#1064306, first(kpis#1064334)()#1064466 AS kpis#1064467]

(86) DeserializeToObject
Input [6]: [shardId#1011815, worklistShardItemId#1011816L, qty#1064325, demandChannel#1064305, demandStream#1064306, kpis#1064334]
Arguments: createexternalrow(invoke(shardId#1011815.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#1011816L)), static_invoke(java.lang.Double.valueOf(qty#1064325)), invoke(demandChannel#1064305.toString()), invoke(demandStream#1064306.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#1064334, 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#1064858: 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	4882f77d-cb97-36f6-9634-40c97ac3f47d
temporal.activity.type	RunStreamWithId