crp-order-quantity-kpi-service - Details for Query 3105

Submitted Time: 2026/03/20 06:04:17
Duration: 13 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#981487]"]; } 31 [id="node31" labelType="html" label=" Scan " tooltip="Scan[obj#981483]"]; 32 [id="node32" labelType="html" label=" Project " tooltip="Project [_extract_productId#981688 AS product#981522, _extract_plantId#981689 AS plant#981523, null AS qty#981545, demandChannelStreamKpiResults#981528.demandChannel AS demandChannel#981530, demandChannelStreamKpiResults#981528.demandStream AS demandStream#981532, transform(demandChannelStreamKpiResults#981528.kpiResults, lambdafunction(struct(label, lambda kpi#981550.label, dateTime, lambda kpi#981550.datetime, value, lambda kpi#981550.value), lambda kpi#981550, false)) AS kpis#981684]"]; subgraph cluster33 { isCluster="true"; id="cluster33"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 34 [id="node34" labelType="html" label=" Generate " tooltip="Generate explode(_extract_demandChannelStreamKpiResults#981690), [_extract_productId#981688, _extract_plantId#981689], false, [demandChannelStreamKpiResults#981528]"]; 35 [id="node35" labelType="html" label=" Project " tooltip="Project [prodPlantResults#981544.productId AS _extract_productId#981688, prodPlantResults#981544.plantId AS _extract_plantId#981689, prodPlantResults#981544.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#981690]"]; 36 [id="node36" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#981544.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#981544.demandChannelStreamKpiResults))"]; } 37 [id="node37" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [prodPlantResults#981544], [(size(prodPlantResults#981544.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#981544.demandChannelStreamKpiResults)]"]; subgraph cluster38 { isCluster="true"; id="cluster38"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 39 [id="node39" labelType="html" label=" Generate " tooltip="Generate explode(prodPlantResults#981487), false, [prodPlantResults#981494]"]; 40 [id="node40" labelType="html" label=" Project " tooltip="Project [prodPlantResults#981487]"]; 41 [id="node41" labelType="html" label=" Filter " tooltip="Filter ((size(prodPlantResults#981487, true) > 0) AND isnotnull(prodPlantResults#981487))"]; 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), StructField(plantId,StringType,true), StructField(productId,StringType,true), StructField(quantityKpiResults,ArrayType(StructType(StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true),StructField(quantity,DoubleType,false)),true),true), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.ProdPlantKpiCalculationResult))).getPlantId()))), productId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), 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tooltip="WholeStageCodegen (2)"; 79 [id="node79" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634], functions=[])"]; 80 [id="node80" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]"]; 81 [id="node81" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#943632L, shardId#943631], [cachedWorklistShardItemId#978738L, cachedShardId#978737], Inner, BuildLeft, ((qty#943638 = cachedQty#978739) OR isnull(qty#943638)), false"]; 89 [id="node89" labelType="html" label=" Project " tooltip="Project [shardId#978731 AS cachedShardId#978737, worklistShardItemId#978732L AS cachedWorklistShardItemId#978738L, qty#978733 AS cachedQty#978739]"]; 90 [id="node90" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#978732L) AND isnotnull(shardId#978731))"]; 91 [id="node91" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#978731,worklistShardItemId#978732L,qty#978733,demandChannel#978734,demandStream#978735,kpis#978736]"]; } 82 [id="node82" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1624110]"]; subgraph cluster83 { isCluster="true"; id="cluster83"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 84 [id="node84" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#943632L) AND isnotnull(shardId#943631))"]; } 85 [id="node85" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638], [isnotnull(worklistShardItemId#943632L), isnotnull(shardId#943631)]"]; 86 [id="node86" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1624002]"]; subgraph cluster87 { isCluster="true"; id="cluster87"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 88 [id="node88" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#943631,worklistShardItemId#943632L,version#943633,product#943634,plant#943635,periodStart#943636,periodEnd#943637,qty#943638]"]; } subgraph cluster92 { isCluster="true"; id="cluster92"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 93 [id="node93" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#978748L ASC NULLS FIRST, cachedShardId#978747 ASC NULLS FIRST], false, 0"]; } 94 [id="node94" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#978748L, cachedShardId#978747, 37), ENSURE_REQUIREMENTS, [plan_id=1624126]"]; subgraph cluster95 { isCluster="true"; id="cluster95"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 96 [id="node96" labelType="html" label=" Project " tooltip="Project [shardId#978741 AS cachedShardId#978747, worklistShardItemId#978742L AS cachedWorklistShardItemId#978748L, qty#978743 AS cachedQty#978749, demandChannel#978744, demandStream#978745, kpis#978746 AS cachedKpis#978750]"]; 97 [id="node97" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#978742L) AND isnotnull(shardId#978741))"]; 98 [id="node98" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#978741,worklistShardItemId#978742L,qty#978743,demandChannel#978744,demandStream#978745,kpis#978746]"]; } subgraph cluster99 { isCluster="true"; id="cluster99"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 100 [id="node100" labelType="html" label=" Project " tooltip="Project [shardId#978958, worklistShardItemId#978959L, version#978960, product#978961, plant#978962, qty#978965]"]; 101 [id="node101" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#978959L, shardId#978958], [cachedWorklistShardItemId#978973L, cachedShardId#978972], Inner, BuildLeft, false"]; 109 [id="node109" labelType="html" label=" Project " tooltip="Project [shardId#978966 AS cachedShardId#978972, worklistShardItemId#978967L AS cachedWorklistShardItemId#978973L]"]; 110 [id="node110" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#978967L) AND isnotnull(shardId#978966))"]; 111 [id="node111" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#978966,worklistShardItemId#978967L,qty#978968,demandChannel#978969,demandStream#978970,kpis#978971]"]; } 102 [id="node102" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1624246]"]; subgraph cluster103 { isCluster="true"; id="cluster103"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 104 [id="node104" labelType="html" label=" Filter " tooltip="Filter ((isnull(qty#978965) AND isnotnull(worklistShardItemId#978959L)) AND isnotnull(shardId#978958))"]; } 105 [id="node105" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#978958, worklistShardItemId#978959L, version#978960, product#978961, plant#978962, qty#978965], [isnull(qty#978965), isnotnull(worklistShardItemId#978959L), isnotnull(shardId#978958)]"]; 106 [id="node106" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1624002]"]; subgraph cluster107 { isCluster="true"; id="cluster107"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 108 [id="node108" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#943631,worklistShardItemId#943632L,version#943633,product#943634,plant#943635,periodStart#943636,periodEnd#943637,qty#943638]"]; } subgraph cluster112 { isCluster="true"; id="cluster112"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 113 [id="node113" labelType="html" label=" Project " tooltip="Project [shardId#978989, worklistShardItemId#978990L, version#978991, product#978992, plant#978993, qty#979017, demandChannel#979010, demandStream#979011, kpis#979018, false AS isNewlyCalculated#978988]"]; } 114 [id="node114" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [demandChannel#979010, demandStream#979011, kpis#979018, plant#978993, product#978992, qty#979017, shardId#978989, version#978991, worklistShardItemId#978990L]"]; subgraph cluster115 { isCluster="true"; id="cluster115"; label="WholeStageCodegen (7)"; tooltip="WholeStageCodegen (7)"; 116 [id="node116" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedQty#978749 AS qty#978751, demandChannel#978744, demandStream#978745, cachedKpis#978750 AS kpis#978752]"]; 117 [id="node117" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [worklistShardItemId#943632L, shardId#943631], [cachedWorklistShardItemId#978748L, cachedShardId#978747], Inner"]; } subgraph cluster118 { isCluster="true"; id="cluster118"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 119 [id="node119" labelType="html" label=" Sort " tooltip="Sort [worklistShardItemId#943632L ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST], false, 0"]; } 120 [id="node120" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(worklistShardItemId#943632L, shardId#943631, 37), ENSURE_REQUIREMENTS, [plan_id=1624120]"]; subgraph cluster121 { isCluster="true"; id="cluster121"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 122 [id="node122" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634], functions=[])"]; } 123 [id="node123" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634, 37), ENSURE_REQUIREMENTS, [plan_id=1624116]"]; subgraph cluster124 { isCluster="true"; id="cluster124"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 125 [id="node125" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634], functions=[])"]; 126 [id="node126" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]"]; 127 [id="node127" labelType="html" label=" BroadcastHashJoin " tooltip="BroadcastHashJoin [worklistShardItemId#943632L, shardId#943631], [cachedWorklistShardItemId#978738L, cachedShardId#978737], Inner, BuildLeft, ((qty#943638 = cachedQty#978739) OR isnull(qty#943638)), false"]; 135 [id="node135" labelType="html" label=" Project " tooltip="Project [shardId#978731 AS cachedShardId#978737, worklistShardItemId#978732L AS cachedWorklistShardItemId#978738L, qty#978733 AS cachedQty#978739]"]; 136 [id="node136" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#978732L) AND isnotnull(shardId#978731))"]; 137 [id="node137" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#978731,worklistShardItemId#978732L,qty#978733,demandChannel#978734,demandStream#978735,kpis#978736]"]; } 128 [id="node128" labelType="html" label=" BroadcastExchange " tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1624110]"]; subgraph cluster129 { isCluster="true"; id="cluster129"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 130 [id="node130" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#943632L) AND isnotnull(shardId#943631))"]; } 131 [id="node131" labelType="html" label=" InMemoryTableScan " tooltip="InMemoryTableScan [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638], [isnotnull(worklistShardItemId#943632L), isnotnull(shardId#943631)]"]; 132 [id="node132" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1624002]"]; subgraph cluster133 { isCluster="true"; id="cluster133"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 134 [id="node134" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#943631,worklistShardItemId#943632L,version#943633,product#943634,plant#943635,periodStart#943636,periodEnd#943637,qty#943638]"]; } subgraph cluster138 { isCluster="true"; id="cluster138"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 139 [id="node139" labelType="html" label=" Sort " tooltip="Sort [cachedWorklistShardItemId#978748L ASC NULLS FIRST, cachedShardId#978747 ASC NULLS FIRST], false, 0"]; } 140 [id="node140" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#978748L, cachedShardId#978747, 37), ENSURE_REQUIREMENTS, [plan_id=1624126]"]; subgraph cluster141 { isCluster="true"; id="cluster141"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 142 [id="node142" labelType="html" label=" Project " tooltip="Project [shardId#978741 AS cachedShardId#978747, worklistShardItemId#978742L AS cachedWorklistShardItemId#978748L, qty#978743 AS cachedQty#978749, demandChannel#978744, demandStream#978745, kpis#978746 AS cachedKpis#978750]"]; 143 [id="node143" labelType="html" label=" Filter " tooltip="Filter (isnotnull(worklistShardItemId#978742L) AND isnotnull(shardId#978741))"]; 144 [id="node144" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#978741,worklistShardItemId#978742L,qty#978743,demandChannel#978744,demandStream#978745,kpis#978746]"]; } 1->0; 2->1; 4->2; 5->4; 6->5; 8->6; 9->8; 10->9; 11->10; 12->11; 13->12; 15->13; 16->15; 17->16; 18->17; 19->18; 20->11; 22->20; 23->22; 24->23; 25->24; 27->25; 28->27; 29->28; 30->29; 31->30; 32->11; 34->32; 35->34; 36->35; 37->36; 39->37; 40->39; 41->40; 42->41; 43->42; 44->10; 46->44; 47->46; 49->47; 50->49; 51->50; 52->51; 53->52; 55->53; 56->55; 58->56; 59->58; 60->59; 61->60; 63->61; 65->56; 66->65; 67->66; 68->67; 70->68; 71->70; 73->71; 74->73; 76->74; 77->76; 79->77; 80->79; 81->80; 82->81; 84->82; 85->84; 86->85; 88->86; 89->81; 90->89; 91->90; 93->71; 94->93; 96->94; 97->96; 98->97; 100->67; 101->100; 102->101; 104->102; 105->104; 106->105; 108->106; 109->101; 110->109; 111->110; 113->53; 114->113; 116->114; 117->116; 119->117; 120->119; 122->120; 123->122; 125->123; 126->125; 127->126; 128->127; 130->128; 131->130; 132->131; 134->132; 135->127; 136->135; 137->136; 139->117; 140->139; 142->140; 143->142; 144->143; }

Details

== Physical Plan ==
DeserializeToObject (86)
+- InMemoryTableScan (1)
      +- InMemoryRelation (2)
            +- SortAggregate (85)
               +- * Sort (84)
                  +- Exchange (83)
                     +- SortAggregate (82)
                        +- * Sort (81)
                           +- * Project (80)
                              +- * BroadcastHashJoin Inner BuildRight (79)
                                 :- Union (23)
                                 :  :- Project (10)
                                 :  :  +- InMemoryTableScan (3)
                                 :  :        +- InMemoryRelation (4)
                                 :  :              +- * Generate (9)
                                 :  :                 +- * Project (8)
                                 :  :                    +- * Filter (7)
                                 :  :                       +- * SerializeFromObject (6)
                                 :  :                          +- Scan (5)
                                 :  :- Project (16)
                                 :  :  +- * Generate (15)
                                 :  :     +- * Project (14)
                                 :  :        +- * Filter (13)
                                 :  :           +- InMemoryTableScan (11)
                                 :  :                 +- InMemoryRelation (12)
                                 :  :                       +- * Generate (9)
                                 :  :                          +- * Project (8)
                                 :  :                             +- * Filter (7)
                                 :  :                                +- * SerializeFromObject (6)
                                 :  :                                   +- Scan (5)
                                 :  +- Project (22)
                                 :     +- * Generate (21)
                                 :        +- * Project (20)
                                 :           +- * Filter (19)
                                 :              +- InMemoryTableScan (17)
                                 :                    +- InMemoryRelation (18)
                                 :                          +- * Generate (9)
                                 :                             +- * Project (8)
                                 :                                +- * Filter (7)
                                 :                                   +- * SerializeFromObject (6)
                                 :                                      +- Scan (5)
                                 +- BroadcastExchange (78)
                                    +- * HashAggregate (77)
                                       +- Exchange (76)
                                          +- * HashAggregate (75)
                                             +- * Project (74)
                                                +- * Filter (73)
                                                   +- InMemoryTableScan (24)
                                                         +- InMemoryRelation (25)
                                                               +- Union (72)
                                                                  :- * Project (68)
                                                                  :  +- * SortMergeJoin LeftAnti (67)
                                                                  :     :- * Sort (31)
                                                                  :     :  +- Exchange (30)
                                                                  :     :     +- InMemoryTableScan (26)
                                                                  :     :           +- InMemoryRelation (27)
                                                                  :     :                 +- Exchange (29)
                                                                  :     :                    +- * Scan ExistingRDD (28)
                                                                  :     +- * Sort (66)
                                                                  :        +- Exchange (65)
                                                                  :           +- Union (64)
                                                                  :              :- InMemoryTableScan (32)
                                                                  :              :     +- InMemoryRelation (33)
                                                                  :              :           +- * Project (54)
                                                                  :              :              +- * SortMergeJoin Inner (53)
                                                                  :              :                 :- * Sort (47)
                                                                  :              :                 :  +- Exchange (46)
                                                                  :              :                 :     +- * HashAggregate (45)
                                                                  :              :                 :        +- Exchange (44)
                                                                  :              :                 :           +- * HashAggregate (43)
                                                                  :              :                 :              +- * Project (42)
                                                                  :              :                 :                 +- * BroadcastHashJoin Inner BuildLeft (41)
                                                                  :              :                 :                    :- BroadcastExchange (37)
                                                                  :              :                 :                    :  +- * Filter (36)
                                                                  :              :                 :                    :     +- InMemoryTableScan (34)
                                                                  :              :                 :                    :           +- InMemoryRelation (35)
                                                                  :              :                 :                    :                 +- Exchange (29)
                                                                  :              :                 :                    :                    +- * Scan ExistingRDD (28)
                                                                  :              :                 :                    +- * Project (40)
                                                                  :              :                 :                       +- * Filter (39)
                                                                  :              :                 :                          +- * Scan ExistingRDD (38)
                                                                  :              :                 +- * Sort (52)
                                                                  :              :                    +- Exchange (51)
                                                                  :              :                       +- * Project (50)
                                                                  :              :                          +- * Filter (49)
                                                                  :              :                             +- * Scan ExistingRDD (48)
                                                                  :              +- * Project (63)
                                                                  :                 +- * BroadcastHashJoin Inner BuildLeft (62)
                                                                  :                    :- BroadcastExchange (58)
                                                                  :                    :  +- * Filter (57)
                                                                  :                    :     +- InMemoryTableScan (55)
                                                                  :                    :           +- InMemoryRelation (56)
                                                                  :                    :                 +- Exchange (29)
                                                                  :                    :                    +- * Scan ExistingRDD (28)
                                                                  :                    +- * Project (61)
                                                                  :                       +- * Filter (60)
                                                                  :                          +- * Scan ExistingRDD (59)
                                                                  +- * Project (71)
                                                                     +- InMemoryTableScan (69)
                                                                           +- InMemoryRelation (70)
                                                                                 +- * Project (54)
                                                                                    +- * SortMergeJoin Inner (53)
                                                                                       :- * Sort (47)
                                                                                       :  +- Exchange (46)
                                                                                       :     +- * HashAggregate (45)
                                                                                       :        +- Exchange (44)
                                                                                       :           +- * HashAggregate (43)
                                                                                       :              +- * Project (42)
                                                                                       :                 +- * BroadcastHashJoin Inner BuildLeft (41)
                                                                                       :                    :- BroadcastExchange (37)
                                                                                       :                    :  +- * Filter (36)
                                                                                       :                    :     +- InMemoryTableScan (34)
                                                                                       :                    :           +- InMemoryRelation (35)
                                                                                       :                    :                 +- Exchange (29)
                                                                                       :                    :                    +- * Scan ExistingRDD (28)
                                                                                       :                    +- * Project (40)
                                                                                       :                       +- * Filter (39)
                                                                                       :                          +- * Scan ExistingRDD (38)
                                                                                       +- * Sort (52)
                                                                                          +- Exchange (51)
                                                                                             +- * Project (50)
                                                                                                +- * Filter (49)
                                                                                                   +- * Scan ExistingRDD (48)


(1) InMemoryTableScan
Output [6]: [shardId#943631, worklistShardItemId#943632L, qty#981540, demandChannel#981520, demandStream#981521, kpis#981549]
Arguments: [shardId#943631, worklistShardItemId#943632L, qty#981540, demandChannel#981520, demandStream#981521, kpis#981549]

(2) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, qty#981540, demandChannel#981520, demandStream#981521, kpis#981549], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [1]: [prodPlantResults#981494]
Arguments: [prodPlantResults#981494]

(4) InMemoryRelation
Arguments: [prodPlantResults#981494], StorageLevel(disk, memory, 2 replicas)

(5) Scan
Output [1]: [obj#981483]
Arguments: obj#981483: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[49030] at start at FileStorageAdapterImpl.java:171

(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#981483]
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#981486, 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#981487]

(7) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#981486, prodPlantResults#981487]
Condition : ((size(prodPlantResults#981487, true) > 0) AND isnotnull(prodPlantResults#981487))

(8) Project [codegen id : 1]
Output [1]: [prodPlantResults#981487]
Input [2]: [performanceMeasurements#981486, prodPlantResults#981487]

(9) Generate [codegen id : 1]
Input [1]: [prodPlantResults#981487]
Arguments: explode(prodPlantResults#981487), false, [prodPlantResults#981494]

(10) Project
Output [6]: [prodPlantResults#981494.productId AS product#981513, prodPlantResults#981494.plantId AS plant#981514, null AS qty#981540, null AS demandChannel#981520, null AS demandStream#981521, transform(prodPlantResults#981494.kpiResults, lambdafunction(struct(label, lambda kpi#981550.label, dateTime, lambda kpi#981550.datetime, value, lambda kpi#981550.value), lambda kpi#981550, false)) AS kpis#981549]
Input [1]: [prodPlantResults#981494]

(11) InMemoryTableScan
Output [1]: [prodPlantResults#981539]
Arguments: [prodPlantResults#981539], [(size(prodPlantResults#981539.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#981539.quantityKpiResults)]

(12) InMemoryRelation
Arguments: [prodPlantResults#981539], StorageLevel(disk, memory, 2 replicas)

(13) Filter [codegen id : 1]
Input [1]: [prodPlantResults#981539]
Condition : ((size(prodPlantResults#981539.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#981539.quantityKpiResults))

(14) Project [codegen id : 1]
Output [3]: [prodPlantResults#981539.productId AS _extract_productId#981685, prodPlantResults#981539.plantId AS _extract_plantId#981686, prodPlantResults#981539.quantityKpiResults AS _extract_quantityKpiResults#981687]
Input [1]: [prodPlantResults#981539]

(15) Generate [codegen id : 1]
Input [3]: [_extract_productId#981685, _extract_plantId#981686, _extract_quantityKpiResults#981687]
Arguments: explode(_extract_quantityKpiResults#981687), [_extract_productId#981685, _extract_plantId#981686], false, [quantityKpiResults#981506]

(16) Project
Output [6]: [_extract_productId#981685 AS product#981500, _extract_plantId#981686 AS plant#981501, quantityKpiResults#981506.quantity AS qty#981507, null AS demandChannel#981509, null AS demandStream#981510, transform(quantityKpiResults#981506.kpiResults, lambdafunction(struct(label, lambda kpi#981550.label, dateTime, lambda kpi#981550.datetime, value, lambda kpi#981550.value), lambda kpi#981550, false)) AS kpis#981683]
Input [3]: [_extract_productId#981685, _extract_plantId#981686, quantityKpiResults#981506]

(17) InMemoryTableScan
Output [1]: [prodPlantResults#981544]
Arguments: [prodPlantResults#981544], [(size(prodPlantResults#981544.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#981544.demandChannelStreamKpiResults)]

(18) InMemoryRelation
Arguments: [prodPlantResults#981544], StorageLevel(disk, memory, 2 replicas)

(19) Filter [codegen id : 2]
Input [1]: [prodPlantResults#981544]
Condition : ((size(prodPlantResults#981544.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#981544.demandChannelStreamKpiResults))

(20) Project [codegen id : 2]
Output [3]: [prodPlantResults#981544.productId AS _extract_productId#981688, prodPlantResults#981544.plantId AS _extract_plantId#981689, prodPlantResults#981544.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#981690]
Input [1]: [prodPlantResults#981544]

(21) Generate [codegen id : 2]
Input [3]: [_extract_productId#981688, _extract_plantId#981689, _extract_demandChannelStreamKpiResults#981690]
Arguments: explode(_extract_demandChannelStreamKpiResults#981690), [_extract_productId#981688, _extract_plantId#981689], false, [demandChannelStreamKpiResults#981528]

(22) Project
Output [6]: [_extract_productId#981688 AS product#981522, _extract_plantId#981689 AS plant#981523, null AS qty#981545, demandChannelStreamKpiResults#981528.demandChannel AS demandChannel#981530, demandChannelStreamKpiResults#981528.demandStream AS demandStream#981532, transform(demandChannelStreamKpiResults#981528.kpiResults, lambdafunction(struct(label, lambda kpi#981550.label, dateTime, lambda kpi#981550.datetime, value, lambda kpi#981550.value), lambda kpi#981550, false)) AS kpis#981684]
Input [3]: [_extract_productId#981688, _extract_plantId#981689, demandChannelStreamKpiResults#981528]

(23) Union

(24) InMemoryTableScan
Output [6]: [isNewlyCalculated#978987, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]
Arguments: [isNewlyCalculated#978987, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L], [isNewlyCalculated#978987]

(25) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, demandChannel#978984, demandStream#978985, kpis#979019, isNewlyCalculated#978987], StorageLevel(disk, memory, 2 replicas)

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

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

(28) Scan ExistingRDD [codegen id : 1]
Output [8]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638]
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638], SQLExecutionRDD[48888] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(29) Exchange
Input [8]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, periodStart#943636, periodEnd#943637, qty#943638]
Arguments: hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1624002]

(30) Exchange
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: hashpartitioning(coalesce(shardId#943631, ), isnull(shardId#943631), coalesce(worklistShardItemId#943632L, 0), isnull(worklistShardItemId#943632L), coalesce(version#943633, 0), isnull(version#943633), coalesce(product#943634, ), isnull(product#943634), coalesce(plant#943635, ), isnull(plant#943635), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#943638, 0.0))), isnull(qty#943638), 37), ENSURE_REQUIREMENTS, [plan_id=1624232]

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

(32) InMemoryTableScan
Output [6]: [shardId#978976, worklistShardItemId#978977L, version#978978, product#978979, plant#978980, qty#978751]
Arguments: [shardId#978976, worklistShardItemId#978977L, version#978978, product#978979, plant#978980, qty#978751]

(33) InMemoryRelation
Arguments: [shardId#978976, worklistShardItemId#978977L, version#978978, product#978979, plant#978980, qty#978751, demandChannel#978744, demandStream#978745, kpis#978752], StorageLevel(disk, memory, 2 replicas)

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

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

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

(37) BroadcastExchange
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1624110]

(38) Scan ExistingRDD
Output [6]: [shardId#978731, worklistShardItemId#978732L, qty#978733, demandChannel#978734, demandStream#978735, kpis#978736]
Arguments: [shardId#978731, worklistShardItemId#978732L, qty#978733, demandChannel#978734, demandStream#978735, kpis#978736], MapPartitionsRDD[48910] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(39) Filter
Input [6]: [shardId#978731, worklistShardItemId#978732L, qty#978733, demandChannel#978734, demandStream#978735, kpis#978736]
Condition : (isnotnull(worklistShardItemId#978732L) AND isnotnull(shardId#978731))

(40) Project
Output [3]: [shardId#978731 AS cachedShardId#978737, worklistShardItemId#978732L AS cachedWorklistShardItemId#978738L, qty#978733 AS cachedQty#978739]
Input [6]: [shardId#978731, worklistShardItemId#978732L, qty#978733, demandChannel#978734, demandStream#978735, kpis#978736]

(41) BroadcastHashJoin [codegen id : 2]
Left keys [2]: [worklistShardItemId#943632L, shardId#943631]
Right keys [2]: [cachedWorklistShardItemId#978738L, cachedShardId#978737]
Join type: Inner
Join condition: ((qty#943638 = cachedQty#978739) OR isnull(qty#943638))

(42) Project [codegen id : 2]
Output [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]
Input [9]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, cachedShardId#978737, cachedWorklistShardItemId#978738L, cachedQty#978739]

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

(44) Exchange
Input [5]: [plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634]
Arguments: hashpartitioning(plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634, 37), ENSURE_REQUIREMENTS, [plan_id=1624116]

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

(46) Exchange
Input [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]
Arguments: hashpartitioning(worklistShardItemId#943632L, shardId#943631, 37), ENSURE_REQUIREMENTS, [plan_id=1624120]

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

(48) Scan ExistingRDD [codegen id : 5]
Output [6]: [shardId#978741, worklistShardItemId#978742L, qty#978743, demandChannel#978744, demandStream#978745, kpis#978746]
Arguments: [shardId#978741, worklistShardItemId#978742L, qty#978743, demandChannel#978744, demandStream#978745, kpis#978746], MapPartitionsRDD[48910] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(49) Filter [codegen id : 5]
Input [6]: [shardId#978741, worklistShardItemId#978742L, qty#978743, demandChannel#978744, demandStream#978745, kpis#978746]
Condition : (isnotnull(worklistShardItemId#978742L) AND isnotnull(shardId#978741))

(50) Project [codegen id : 5]
Output [6]: [shardId#978741 AS cachedShardId#978747, worklistShardItemId#978742L AS cachedWorklistShardItemId#978748L, qty#978743 AS cachedQty#978749, demandChannel#978744, demandStream#978745, kpis#978746 AS cachedKpis#978750]
Input [6]: [shardId#978741, worklistShardItemId#978742L, qty#978743, demandChannel#978744, demandStream#978745, kpis#978746]

(51) Exchange
Input [6]: [cachedShardId#978747, cachedWorklistShardItemId#978748L, cachedQty#978749, demandChannel#978744, demandStream#978745, cachedKpis#978750]
Arguments: hashpartitioning(cachedWorklistShardItemId#978748L, cachedShardId#978747, 37), ENSURE_REQUIREMENTS, [plan_id=1624126]

(52) Sort [codegen id : 6]
Input [6]: [cachedShardId#978747, cachedWorklistShardItemId#978748L, cachedQty#978749, demandChannel#978744, demandStream#978745, cachedKpis#978750]
Arguments: [cachedWorklistShardItemId#978748L ASC NULLS FIRST, cachedShardId#978747 ASC NULLS FIRST], false, 0

(53) SortMergeJoin [codegen id : 7]
Left keys [2]: [worklistShardItemId#943632L, shardId#943631]
Right keys [2]: [cachedWorklistShardItemId#978748L, cachedShardId#978747]
Join type: Inner
Join condition: None

(54) Project [codegen id : 7]
Output [9]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedQty#978749 AS qty#978751, demandChannel#978744, demandStream#978745, cachedKpis#978750 AS kpis#978752]
Input [11]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedShardId#978747, cachedWorklistShardItemId#978748L, cachedQty#978749, demandChannel#978744, demandStream#978745, cachedKpis#978750]

(55) InMemoryTableScan
Output [6]: [shardId#978958, worklistShardItemId#978959L, version#978960, product#978961, plant#978962, qty#978965]
Arguments: [shardId#978958, worklistShardItemId#978959L, version#978960, product#978961, plant#978962, qty#978965], [isnull(qty#978965), isnotnull(worklistShardItemId#978959L), isnotnull(shardId#978958)]

(56) InMemoryRelation
Arguments: [shardId#978958, worklistShardItemId#978959L, version#978960, product#978961, plant#978962, periodStart#978963, periodEnd#978964, qty#978965], StorageLevel(disk, memory, 2 replicas)

(57) Filter [codegen id : 2]
Input [6]: [shardId#978958, worklistShardItemId#978959L, version#978960, product#978961, plant#978962, qty#978965]
Condition : ((isnull(qty#978965) AND isnotnull(worklistShardItemId#978959L)) AND isnotnull(shardId#978958))

(58) BroadcastExchange
Input [6]: [shardId#978958, worklistShardItemId#978959L, version#978960, product#978961, plant#978962, qty#978965]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1624246]

(59) Scan ExistingRDD
Output [6]: [shardId#978966, worklistShardItemId#978967L, qty#978968, demandChannel#978969, demandStream#978970, kpis#978971]
Arguments: [shardId#978966, worklistShardItemId#978967L, qty#978968, demandChannel#978969, demandStream#978970, kpis#978971], MapPartitionsRDD[48910] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(60) Filter
Input [6]: [shardId#978966, worklistShardItemId#978967L, qty#978968, demandChannel#978969, demandStream#978970, kpis#978971]
Condition : (isnotnull(worklistShardItemId#978967L) AND isnotnull(shardId#978966))

(61) Project
Output [2]: [shardId#978966 AS cachedShardId#978972, worklistShardItemId#978967L AS cachedWorklistShardItemId#978973L]
Input [6]: [shardId#978966, worklistShardItemId#978967L, qty#978968, demandChannel#978969, demandStream#978970, kpis#978971]

(62) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [worklistShardItemId#978959L, shardId#978958]
Right keys [2]: [cachedWorklistShardItemId#978973L, cachedShardId#978972]
Join type: Inner
Join condition: None

(63) Project [codegen id : 3]
Output [6]: [shardId#978958, worklistShardItemId#978959L, version#978960, product#978961, plant#978962, qty#978965]
Input [8]: [shardId#978958, worklistShardItemId#978959L, version#978960, product#978961, plant#978962, qty#978965, cachedShardId#978972, cachedWorklistShardItemId#978973L]

(64) Union

(65) Exchange
Input [6]: [shardId#978976, worklistShardItemId#978977L, version#978978, product#978979, plant#978980, qty#978751]
Arguments: hashpartitioning(coalesce(shardId#978976, ), isnull(shardId#978976), coalesce(worklistShardItemId#978977L, 0), isnull(worklistShardItemId#978977L), coalesce(version#978978, 0), isnull(version#978978), coalesce(product#978979, ), isnull(product#978979), coalesce(plant#978980, ), isnull(plant#978980), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#978751, 0.0))), isnull(qty#978751), 37), ENSURE_REQUIREMENTS, [plan_id=1624252]

(66) Sort [codegen id : 4]
Input [6]: [shardId#978976, worklistShardItemId#978977L, version#978978, product#978979, plant#978980, qty#978751]
Arguments: [coalesce(shardId#978976, ) ASC NULLS FIRST, isnull(shardId#978976) ASC NULLS FIRST, coalesce(worklistShardItemId#978977L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#978977L) ASC NULLS FIRST, coalesce(version#978978, 0) ASC NULLS FIRST, isnull(version#978978) ASC NULLS FIRST, coalesce(product#978979, ) ASC NULLS FIRST, isnull(product#978979) ASC NULLS FIRST, coalesce(plant#978980, ) ASC NULLS FIRST, isnull(plant#978980) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#978751, 0.0))) ASC NULLS FIRST, isnull(qty#978751) ASC NULLS FIRST], false, 0

(67) SortMergeJoin [codegen id : 5]
Left keys [12]: [coalesce(shardId#943631, ), isnull(shardId#943631), coalesce(worklistShardItemId#943632L, 0), isnull(worklistShardItemId#943632L), coalesce(version#943633, 0), isnull(version#943633), coalesce(product#943634, ), isnull(product#943634), coalesce(plant#943635, ), isnull(plant#943635), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#943638, 0.0))), isnull(qty#943638)]
Right keys [12]: [coalesce(shardId#978976, ), isnull(shardId#978976), coalesce(worklistShardItemId#978977L, 0), isnull(worklistShardItemId#978977L), coalesce(version#978978, 0), isnull(version#978978), coalesce(product#978979, ), isnull(product#978979), coalesce(plant#978980, ), isnull(plant#978980), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#978751, 0.0))), isnull(qty#978751)]
Join type: LeftAnti
Join condition: None

(68) Project [codegen id : 5]
Output [10]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, null AS demandChannel#978984, null AS demandStream#978985, [] AS kpis#979019, true AS isNewlyCalculated#978987]
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]

(69) InMemoryTableScan
Output [9]: [demandChannel#979010, demandStream#979011, kpis#979018, plant#978993, product#978992, qty#979017, shardId#978989, version#978991, worklistShardItemId#978990L]
Arguments: [demandChannel#979010, demandStream#979011, kpis#979018, plant#978993, product#978992, qty#979017, shardId#978989, version#978991, worklistShardItemId#978990L]

(70) InMemoryRelation
Arguments: [shardId#978989, worklistShardItemId#978990L, version#978991, product#978992, plant#978993, qty#979017, demandChannel#979010, demandStream#979011, kpis#979018], StorageLevel(disk, memory, 2 replicas)

(71) Project [codegen id : 6]
Output [10]: [shardId#978989, worklistShardItemId#978990L, version#978991, product#978992, plant#978993, qty#979017, demandChannel#979010, demandStream#979011, kpis#979018, false AS isNewlyCalculated#978988]
Input [9]: [demandChannel#979010, demandStream#979011, kpis#979018, plant#978993, product#978992, qty#979017, shardId#978989, version#978991, worklistShardItemId#978990L]

(72) Union

(73) Filter [codegen id : 3]
Input [6]: [isNewlyCalculated#978987, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]
Condition : isNewlyCalculated#978987

(74) Project [codegen id : 3]
Output [5]: [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]
Input [6]: [isNewlyCalculated#978987, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]

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

(76) Exchange
Input [5]: [plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634]
Arguments: hashpartitioning(plant#943635, shardId#943631, qty#943638, worklistShardItemId#943632L, product#943634, 37), ENSURE_REQUIREMENTS, [plan_id=1625039]

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

(78) BroadcastExchange
Input [5]: [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[2, string, true], ), isnull(input[2, string, true]), coalesce(input[3, string, true], ), isnull(input[3, string, true])),false), [plan_id=1625043]

(79) BroadcastHashJoin [codegen id : 5]
Left keys [4]: [coalesce(product#981513, ), isnull(product#981513), coalesce(plant#981514, ), isnull(plant#981514)]
Right keys [4]: [coalesce(product#943634, ), isnull(product#943634), coalesce(plant#943635, ), isnull(plant#943635)]
Join type: Inner
Join condition: ((qty#981540 <=> qty#943638) OR isnull(qty#943638))

(80) Project [codegen id : 5]
Output [6]: [shardId#943631, worklistShardItemId#943632L, qty#981540, demandChannel#981520, demandStream#981521, kpis#981549]
Input [11]: [product#981513, plant#981514, qty#981540, demandChannel#981520, demandStream#981521, kpis#981549, shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]

(81) Sort [codegen id : 5]
Input [6]: [shardId#943631, worklistShardItemId#943632L, qty#981540, demandChannel#981520, demandStream#981521, kpis#981549]
Arguments: [demandChannel#981520 ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#981540)) AS qty#981540 ASC NULLS FIRST, worklistShardItemId#943632L ASC NULLS FIRST, demandStream#981521 ASC NULLS FIRST], false, 0

(82) SortAggregate
Input [6]: [shardId#943631, worklistShardItemId#943632L, qty#981540, demandChannel#981520, demandStream#981521, kpis#981549]
Keys [5]: [demandChannel#981520, shardId#943631, knownfloatingpointnormalized(normalizenanandzero(qty#981540)) AS qty#981540, worklistShardItemId#943632L, demandStream#981521]
Functions [1]: [partial_first(kpis#981549, false)]
Aggregate Attributes [2]: [first#981756, valueSet#981757]
Results [7]: [demandChannel#981520, shardId#943631, qty#981540, worklistShardItemId#943632L, demandStream#981521, first#981758, valueSet#981759]

(83) Exchange
Input [7]: [demandChannel#981520, shardId#943631, qty#981540, worklistShardItemId#943632L, demandStream#981521, first#981758, valueSet#981759]
Arguments: hashpartitioning(demandChannel#981520, shardId#943631, qty#981540, worklistShardItemId#943632L, demandStream#981521, 37), ENSURE_REQUIREMENTS, [plan_id=1625050]

(84) Sort [codegen id : 6]
Input [7]: [demandChannel#981520, shardId#943631, qty#981540, worklistShardItemId#943632L, demandStream#981521, first#981758, valueSet#981759]
Arguments: [demandChannel#981520 ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST, qty#981540 ASC NULLS FIRST, worklistShardItemId#943632L ASC NULLS FIRST, demandStream#981521 ASC NULLS FIRST], false, 0

(85) SortAggregate
Input [7]: [demandChannel#981520, shardId#943631, qty#981540, worklistShardItemId#943632L, demandStream#981521, first#981758, valueSet#981759]
Keys [5]: [demandChannel#981520, shardId#943631, qty#981540, worklistShardItemId#943632L, demandStream#981521]
Functions [1]: [first(kpis#981549, false)]
Aggregate Attributes [1]: [first(kpis#981549)()#981681]
Results [6]: [shardId#943631, worklistShardItemId#943632L, qty#981540, demandChannel#981520, demandStream#981521, first(kpis#981549)()#981681 AS kpis#981682]

(86) DeserializeToObject
Input [6]: [shardId#943631, worklistShardItemId#943632L, qty#981540, demandChannel#981520, demandStream#981521, kpis#981549]
Arguments: createexternalrow(invoke(shardId#943631.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#943632L)), static_invoke(java.lang.Double.valueOf(qty#981540)), invoke(demandChannel#981520.toString()), invoke(demandStream#981521.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#981549, 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#982073: org.apache.spark.sql.Row

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	3
spark.sql.adaptive.enabled	false
spark.sql.cbo.enabled	false
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true
spark.sql.requireAllClusterKeysForDistribution	false
temporal.activity.id	aded1321-bd2b-35de-a087-438f85924892
temporal.activity.type	RunStreamWithId