crp-order-quantity-kpi-service - Details for Query 3135

Submitted Time: 2026/03/20 06:08:01
Duration: 2 s
Succeeded Jobs: 5722 5723

Plan Visualization

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

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static_invoke(DateTimeUtils.fromJavaTimestamp(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getDatetime()))), label, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), StructField(value,DoubleType,false), ObjectType(class com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiResult))).getLabel()))), value, invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(datetime,TimestampType,true), StructField(label,StringType,true), 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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), 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[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, 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plantId, static_invoke(UTF8String.fromString(invoke(knownnotnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), StructField(demandChannelStreamKpiResults,ArrayType(StructType(StructField(demandChannel,StringType,true),StructField(demandStream,StringType,true),StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true)),true),true), StructField(kpiResults,ArrayType(StructType(StructField(datetime,TimestampType,true),StructField(label,StringType,true),StructField(value,DoubleType,false)),true),true), StructField(plantId,StringType,true), StructField(productId,StringType,true), 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output rows: 0" tooltip="BroadcastHashJoin [worklistShardItemId#990075L, shardId#990074], [cachedWorklistShardItemId#990089L, cachedShardId#990088], Inner, BuildLeft, false"]; 312 [id="node312" labelType="html" label=" Project " tooltip="Project [shardId#990082 AS cachedShardId#990088, worklistShardItemId#990083L AS cachedWorklistShardItemId#990089L]"]; 313 [id="node313" labelType="html" label="Filter number of output rows: 0" tooltip="Filter (isnotnull(worklistShardItemId#990083L) AND isnotnull(shardId#990082))"]; 314 [id="node314" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#990082,worklistShardItemId#990083L,qty#990084,demandChannel#990085,demandStream#990086,kpis#990087]"]; } 305 [id="node305" labelType="html" label="BroadcastExchange time to broadcast: 0 ms time to build: 0 ms time to collect: 0 ms number of output rows: 0 data size: 0.0 B" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1627426]"]; subgraph cluster306 { isCluster="true"; id="cluster306"; label="WholeStageCodegen (2)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (2)"; 307 [id="node307" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnull(qty#990081) AND isnotnull(worklistShardItemId#990075L)) AND isnotnull(shardId#990074))"]; } 308 [id="node308" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [shardId#990074, worklistShardItemId#990075L, version#990076, product#990077, plant#990078, qty#990081], [isnull(qty#990081), isnotnull(worklistShardItemId#990075L), isnotnull(shardId#990074)]"]; 309 [id="node309" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1627182]"]; subgraph cluster310 { isCluster="true"; id="cluster310"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 311 [id="node311" 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 cluster315 { isCluster="true"; id="cluster315"; label="WholeStageCodegen (6)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (6)"; 316 [id="node316" labelType="html" label=" Project " tooltip="Project [shardId#990105, worklistShardItemId#990106L, version#990107, product#990108, plant#990109, qty#990133, demandChannel#990126, demandStream#990127, kpis#990134, false AS isNewlyCalculated#990104]"]; } 317 [id="node317" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [demandChannel#990126, demandStream#990127, kpis#990134, plant#990109, product#990108, qty#990133, shardId#990105, version#990107, worklistShardItemId#990106L]"]; subgraph cluster318 { isCluster="true"; id="cluster318"; label="WholeStageCodegen (7)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (7)"; 319 [id="node319" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedQty#989865 AS qty#989867, demandChannel#989860, demandStream#989861, cachedKpis#989866 AS kpis#989868]"]; 320 [id="node320" labelType="html" label="SortMergeJoin number of output rows: 0 spill size: 0.0 B" tooltip="SortMergeJoin [worklistShardItemId#943632L, shardId#943631], [cachedWorklistShardItemId#989864L, cachedShardId#989863], Inner"]; } subgraph cluster321 { isCluster="true"; id="cluster321"; label="WholeStageCodegen (4)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (4)"; 322 [id="node322" labelType="html" label="Sort sort time: 0 ms peak memory: 0.0 B spill size: 0.0 B" tooltip="Sort [worklistShardItemId#943632L ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST], false, 0"]; } 323 [id="node323" labelType="html" label="Exchange shuffle records written: 0 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 0 local bytes read: 0.0 B merged fetch fallback count: 0 local blocks read: 0 remote merged chunks fetched: 0 remote blocks read: 0 data size: 0.0 B local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time: 0 ms remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 0 ms remote bytes read: 0.0 B number of partitions: 0 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 0.0 B" tooltip="Exchange hashpartitioning(worklistShardItemId#943632L, shardId#943631, 37), ENSURE_REQUIREMENTS, [plan_id=1627300]"]; subgraph cluster324 { isCluster="true"; id="cluster324"; label="WholeStageCodegen (3)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (3)"; 325 [id="node325" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build: 0 ms peak memory: 0.0 B number of output rows: 0 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634], functions=[])"]; } 326 [id="node326" labelType="html" label="Exchange shuffle records written: 0 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 0 local bytes read: 0.0 B merged fetch fallback count: 0 local blocks read: 0 remote merged chunks fetched: 0 remote blocks read: 0 data size: 0.0 B local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time: 0 ms remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 0 ms remote bytes read: 0.0 B number of partitions: 0 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 0.0 B" tooltip="Exchange hashpartitioning(plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634, 37), ENSURE_REQUIREMENTS, [plan_id=1627296]"]; subgraph cluster327 { isCluster="true"; id="cluster327"; label="WholeStageCodegen (2)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (2)"; 328 [id="node328" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build: 0 ms peak memory: 0.0 B number of output rows: 0 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[plant#943635, shardId#943631, version#943633, worklistShardItemId#943632L, product#943634], functions=[])"]; 329 [id="node329" labelType="html" label=" Project " tooltip="Project [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]"]; 330 [id="node330" labelType="html" label="BroadcastHashJoin number of output rows: 0" tooltip="BroadcastHashJoin [worklistShardItemId#943632L, shardId#943631], [cachedWorklistShardItemId#989854L, cachedShardId#989853], Inner, BuildLeft, ((qty#943638 = cachedQty#989855) OR isnull(qty#943638)), false"]; 338 [id="node338" labelType="html" label=" Project " tooltip="Project [shardId#989847 AS cachedShardId#989853, worklistShardItemId#989848L AS cachedWorklistShardItemId#989854L, qty#989849 AS cachedQty#989855]"]; 339 [id="node339" labelType="html" label="Filter number of output rows: 0" tooltip="Filter (isnotnull(worklistShardItemId#989848L) AND isnotnull(shardId#989847))"]; 340 [id="node340" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#989847,worklistShardItemId#989848L,qty#989849,demandChannel#989850,demandStream#989851,kpis#989852]"]; } 331 [id="node331" labelType="html" label="BroadcastExchange time to broadcast: 0 ms time to build: 0 ms time to collect: 0 ms number of output rows: 0 data size: 0.0 B" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1627290]"]; subgraph cluster332 { isCluster="true"; id="cluster332"; label="WholeStageCodegen (1)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (1)"; 333 [id="node333" labelType="html" label="Filter number of output rows: 0" tooltip="Filter (isnotnull(worklistShardItemId#943632L) AND isnotnull(shardId#943631))"]; } 334 [id="node334" labelType="html" label="InMemoryTableScan number of output rows: 0" tooltip="InMemoryTableScan [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638], [isnotnull(worklistShardItemId#943632L), isnotnull(shardId#943631)]"]; 335 [id="node335" labelType="html" label=" Exchange " tooltip="Exchange hashpartitioning(product#943634, plant#943635, 37), REPARTITION_BY_NUM, [plan_id=1627182]"]; subgraph cluster336 { isCluster="true"; id="cluster336"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 337 [id="node337" 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 cluster341 { isCluster="true"; id="cluster341"; label="WholeStageCodegen (6)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (6)"; 342 [id="node342" labelType="html" label="Sort sort time: 0 ms peak memory: 0.0 B spill size: 0.0 B" tooltip="Sort [cachedWorklistShardItemId#989864L ASC NULLS FIRST, cachedShardId#989863 ASC NULLS FIRST], false, 0"]; } 343 [id="node343" labelType="html" label="Exchange shuffle records written: 0 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 0 local bytes read: 0.0 B merged fetch fallback count: 0 local blocks read: 0 remote merged chunks fetched: 0 remote blocks read: 0 data size: 0.0 B local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time: 0 ms remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 0 ms remote bytes read: 0.0 B number of partitions: 0 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 0.0 B" tooltip="Exchange hashpartitioning(cachedWorklistShardItemId#989864L, cachedShardId#989863, 37), ENSURE_REQUIREMENTS, [plan_id=1627306]"]; subgraph cluster344 { isCluster="true"; id="cluster344"; label="WholeStageCodegen (5)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (5)"; 345 [id="node345" labelType="html" label=" Project " tooltip="Project [shardId#989857 AS cachedShardId#989863, worklistShardItemId#989858L AS cachedWorklistShardItemId#989864L, qty#989859 AS cachedQty#989865, demandChannel#989860, demandStream#989861, kpis#989862 AS cachedKpis#989866]"]; 346 [id="node346" labelType="html" label="Filter number of output rows: 0" tooltip="Filter (isnotnull(worklistShardItemId#989858L) AND isnotnull(shardId#989857))"]; 347 [id="node347" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#989857,worklistShardItemId#989858L,qty#989859,demandChannel#989860,demandStream#989861,kpis#989862]"]; } 1->0; 3->1; 4->3; 5->4; 7->5; 8->7; 9->8; 10->9; 12->10; 13->12; 15->13; 16->15; 17->16; 18->17; 20->18; 22->13; 23->22; 24->23; 25->24; 27->25; 28->27; 30->28; 31->30; 33->31; 34->33; 36->34; 37->36; 38->37; 39->38; 41->39; 42->41; 43->42; 45->43; 46->38; 47->46; 48->47; 50->28; 51->50; 53->51; 54->53; 55->54; 57->24; 58->57; 59->58; 61->59; 62->61; 63->62; 65->63; 66->58; 67->66; 68->67; 70->10; 71->70; 73->71; 74->73; 76->74; 77->76; 79->77; 80->79; 82->80; 83->82; 84->83; 85->84; 87->85; 88->87; 89->88; 91->89; 92->84; 93->92; 94->93; 96->74; 97->96; 99->97; 100->99; 101->100; 103->5; 104->103; 105->104; 107->105; 108->107; 109->108; 111->109; 112->111; 113->112; 114->113; 115->114; 116->115; 118->116; 119->118; 120->119; 121->120; 122->121; 123->114; 125->123; 126->125; 127->126; 128->127; 130->128; 131->130; 132->131; 133->132; 134->133; 135->114; 137->135; 138->137; 139->138; 140->139; 142->140; 143->142; 144->143; 145->144; 146->145; 147->113; 149->147; 150->149; 152->150; 153->152; 154->153; 155->154; 156->155; 158->156; 159->158; 161->159; 162->161; 163->162; 164->163; 166->164; 168->159; 169->168; 170->169; 171->170; 173->171; 174->173; 176->174; 177->176; 179->177; 180->179; 182->180; 183->182; 184->183; 185->184; 187->185; 188->187; 189->188; 191->189; 192->184; 193->192; 194->193; 196->174; 197->196; 199->197; 200->199; 201->200; 203->170; 204->203; 205->204; 207->205; 208->207; 209->208; 211->209; 212->204; 213->212; 214->213; 216->156; 217->216; 219->217; 220->219; 222->220; 223->222; 225->223; 226->225; 228->226; 229->228; 230->229; 231->230; 233->231; 234->233; 235->234; 237->235; 238->230; 239->238; 240->239; 242->220; 243->242; 245->243; 246->245; 247->246; 248->4; 250->248; 251->250; 253->251; 254->253; 255->254; 256->255; 258->256; 259->258; 261->259; 262->261; 263->262; 264->263; 266->264; 268->259; 269->268; 270->269; 271->270; 273->271; 274->273; 276->274; 277->276; 279->277; 280->279; 282->280; 283->282; 284->283; 285->284; 287->285; 288->287; 289->288; 291->289; 292->284; 293->292; 294->293; 296->274; 297->296; 299->297; 300->299; 301->300; 303->270; 304->303; 305->304; 307->305; 308->307; 309->308; 311->309; 312->304; 313->312; 314->313; 316->256; 317->316; 319->317; 320->319; 322->320; 323->322; 325->323; 326->325; 328->326; 329->328; 330->329; 331->330; 333->331; 334->333; 335->334; 337->335; 338->330; 339->338; 340->339; 342->320; 343->342; 345->343; 346->345; 347->346; }

Details

== Physical Plan ==
CollectLimit (103)
+- InMemoryTableScan (1)
      +- InMemoryRelation (2)
            +- * Project (102)
               +- * BroadcastHashJoin Inner BuildRight (101)
                  :- Union (93)
                  :  :- * Project (53)
                  :  :  +- * Filter (52)
                  :  :     +- InMemoryTableScan (3)
                  :  :           +- InMemoryRelation (4)
                  :  :                 +- Union (51)
                  :  :                    :- * Project (47)
                  :  :                    :  +- * SortMergeJoin LeftAnti (46)
                  :  :                    :     :- * Sort (10)
                  :  :                    :     :  +- Exchange (9)
                  :  :                    :     :     +- InMemoryTableScan (5)
                  :  :                    :     :           +- InMemoryRelation (6)
                  :  :                    :     :                 +- Exchange (8)
                  :  :                    :     :                    +- * Scan ExistingRDD (7)
                  :  :                    :     +- * Sort (45)
                  :  :                    :        +- Exchange (44)
                  :  :                    :           +- Union (43)
                  :  :                    :              :- InMemoryTableScan (11)
                  :  :                    :              :     +- InMemoryRelation (12)
                  :  :                    :              :           +- * Project (33)
                  :  :                    :              :              +- * SortMergeJoin Inner (32)
                  :  :                    :              :                 :- * Sort (26)
                  :  :                    :              :                 :  +- Exchange (25)
                  :  :                    :              :                 :     +- * HashAggregate (24)
                  :  :                    :              :                 :        +- Exchange (23)
                  :  :                    :              :                 :           +- * HashAggregate (22)
                  :  :                    :              :                 :              +- * Project (21)
                  :  :                    :              :                 :                 +- * BroadcastHashJoin Inner BuildLeft (20)
                  :  :                    :              :                 :                    :- BroadcastExchange (16)
                  :  :                    :              :                 :                    :  +- * Filter (15)
                  :  :                    :              :                 :                    :     +- InMemoryTableScan (13)
                  :  :                    :              :                 :                    :           +- InMemoryRelation (14)
                  :  :                    :              :                 :                    :                 +- Exchange (8)
                  :  :                    :              :                 :                    :                    +- * Scan ExistingRDD (7)
                  :  :                    :              :                 :                    +- * Project (19)
                  :  :                    :              :                 :                       +- * Filter (18)
                  :  :                    :              :                 :                          +- * Scan ExistingRDD (17)
                  :  :                    :              :                 +- * Sort (31)
                  :  :                    :              :                    +- Exchange (30)
                  :  :                    :              :                       +- * Project (29)
                  :  :                    :              :                          +- * Filter (28)
                  :  :                    :              :                             +- * Scan ExistingRDD (27)
                  :  :                    :              +- * Project (42)
                  :  :                    :                 +- * BroadcastHashJoin Inner BuildLeft (41)
                  :  :                    :                    :- BroadcastExchange (37)
                  :  :                    :                    :  +- * Filter (36)
                  :  :                    :                    :     +- InMemoryTableScan (34)
                  :  :                    :                    :           +- InMemoryRelation (35)
                  :  :                    :                    :                 +- Exchange (8)
                  :  :                    :                    :                    +- * Scan ExistingRDD (7)
                  :  :                    :                    +- * Project (40)
                  :  :                    :                       +- * Filter (39)
                  :  :                    :                          +- * Scan ExistingRDD (38)
                  :  :                    +- * Project (50)
                  :  :                       +- InMemoryTableScan (48)
                  :  :                             +- InMemoryRelation (49)
                  :  :                                   +- * Project (33)
                  :  :                                      +- * SortMergeJoin Inner (32)
                  :  :                                         :- * Sort (26)
                  :  :                                         :  +- Exchange (25)
                  :  :                                         :     +- * HashAggregate (24)
                  :  :                                         :        +- Exchange (23)
                  :  :                                         :           +- * HashAggregate (22)
                  :  :                                         :              +- * Project (21)
                  :  :                                         :                 +- * BroadcastHashJoin Inner BuildLeft (20)
                  :  :                                         :                    :- BroadcastExchange (16)
                  :  :                                         :                    :  +- * Filter (15)
                  :  :                                         :                    :     +- InMemoryTableScan (13)
                  :  :                                         :                    :           +- InMemoryRelation (14)
                  :  :                                         :                    :                 +- Exchange (8)
                  :  :                                         :                    :                    +- * Scan ExistingRDD (7)
                  :  :                                         :                    +- * Project (19)
                  :  :                                         :                       +- * Filter (18)
                  :  :                                         :                          +- * Scan ExistingRDD (17)
                  :  :                                         +- * Sort (31)
                  :  :                                            +- Exchange (30)
                  :  :                                               +- * Project (29)
                  :  :                                                  +- * Filter (28)
                  :  :                                                     +- * Scan ExistingRDD (27)
                  :  +- * Filter (92)
                  :     +- InMemoryTableScan (54)
                  :           +- InMemoryRelation (55)
                  :                 +- SortAggregate (91)
                  :                    +- * Sort (90)
                  :                       +- Exchange (89)
                  :                          +- SortAggregate (88)
                  :                             +- * Sort (87)
                  :                                +- * Project (86)
                  :                                   +- * BroadcastHashJoin Inner BuildRight (85)
                  :                                      :- Union (76)
                  :                                      :  :- Project (63)
                  :                                      :  :  +- InMemoryTableScan (56)
                  :                                      :  :        +- InMemoryRelation (57)
                  :                                      :  :              +- * Generate (62)
                  :                                      :  :                 +- * Project (61)
                  :                                      :  :                    +- * Filter (60)
                  :                                      :  :                       +- * SerializeFromObject (59)
                  :                                      :  :                          +- Scan (58)
                  :                                      :  :- Project (69)
                  :                                      :  :  +- * Generate (68)
                  :                                      :  :     +- * Project (67)
                  :                                      :  :        +- * Filter (66)
                  :                                      :  :           +- InMemoryTableScan (64)
                  :                                      :  :                 +- InMemoryRelation (65)
                  :                                      :  :                       +- * Generate (62)
                  :                                      :  :                          +- * Project (61)
                  :                                      :  :                             +- * Filter (60)
                  :                                      :  :                                +- * SerializeFromObject (59)
                  :                                      :  :                                   +- Scan (58)
                  :                                      :  +- Project (75)
                  :                                      :     +- * Generate (74)
                  :                                      :        +- * Project (73)
                  :                                      :           +- * Filter (72)
                  :                                      :              +- InMemoryTableScan (70)
                  :                                      :                    +- InMemoryRelation (71)
                  :                                      :                          +- * Generate (62)
                  :                                      :                             +- * Project (61)
                  :                                      :                                +- * Filter (60)
                  :                                      :                                   +- * SerializeFromObject (59)
                  :                                      :                                      +- Scan (58)
                  :                                      +- BroadcastExchange (84)
                  :                                         +- * HashAggregate (83)
                  :                                            +- Exchange (82)
                  :                                               +- * HashAggregate (81)
                  :                                                  +- * Project (80)
                  :                                                     +- * Filter (79)
                  :                                                        +- InMemoryTableScan (77)
                  :                                                              +- InMemoryRelation (78)
                  :                                                                    +- Union (51)
                  :                                                                       :- * Project (47)
                  :                                                                       :  +- * SortMergeJoin LeftAnti (46)
                  :                                                                       :     :- * Sort (10)
                  :                                                                       :     :  +- Exchange (9)
                  :                                                                       :     :     +- InMemoryTableScan (5)
                  :                                                                       :     :           +- InMemoryRelation (6)
                  :                                                                       :     :                 +- Exchange (8)
                  :                                                                       :     :                    +- * Scan ExistingRDD (7)
                  :                                                                       :     +- * Sort (45)
                  :                                                                       :        +- Exchange (44)
                  :                                                                       :           +- Union (43)
                  :                                                                       :              :- InMemoryTableScan (11)
                  :                                                                       :              :     +- InMemoryRelation (12)
                  :                                                                       :              :           +- * Project (33)
                  :                                                                       :              :              +- * SortMergeJoin Inner (32)
                  :                                                                       :              :                 :- * Sort (26)
                  :                                                                       :              :                 :  +- Exchange (25)
                  :                                                                       :              :                 :     +- * HashAggregate (24)
                  :                                                                       :              :                 :        +- Exchange (23)
                  :                                                                       :              :                 :           +- * HashAggregate (22)
                  :                                                                       :              :                 :              +- * Project (21)
                  :                                                                       :              :                 :                 +- * BroadcastHashJoin Inner BuildLeft (20)
                  :                                                                       :              :                 :                    :- BroadcastExchange (16)
                  :                                                                       :              :                 :                    :  +- * Filter (15)
                  :                                                                       :              :                 :                    :     +- InMemoryTableScan (13)
                  :                                                                       :              :                 :                    :           +- InMemoryRelation (14)
                  :                                                                       :              :                 :                    :                 +- Exchange (8)
                  :                                                                       :              :                 :                    :                    +- * Scan ExistingRDD (7)
                  :                                                                       :              :                 :                    +- * Project (19)
                  :                                                                       :              :                 :                       +- * Filter (18)
                  :                                                                       :              :                 :                          +- * Scan ExistingRDD (17)
                  :                                                                       :              :                 +- * Sort (31)
                  :                                                                       :              :                    +- Exchange (30)
                  :                                                                       :              :                       +- * Project (29)
                  :                                                                       :              :                          +- * Filter (28)
                  :                                                                       :              :                             +- * Scan ExistingRDD (27)
                  :                                                                       :              +- * Project (42)
                  :                                                                       :                 +- * BroadcastHashJoin Inner BuildLeft (41)
                  :                                                                       :                    :- BroadcastExchange (37)
                  :                                                                       :                    :  +- * Filter (36)
                  :                                                                       :                    :     +- InMemoryTableScan (34)
                  :                                                                       :                    :           +- InMemoryRelation (35)
                  :                                                                       :                    :                 +- Exchange (8)
                  :                                                                       :                    :                    +- * Scan ExistingRDD (7)
                  :                                                                       :                    +- * Project (40)
                  :                                                                       :                       +- * Filter (39)
                  :                                                                       :                          +- * Scan ExistingRDD (38)
                  :                                                                       +- * Project (50)
                  :                                                                          +- InMemoryTableScan (48)
                  :                                                                                +- InMemoryRelation (49)
                  :                                                                                      +- * Project (33)
                  :                                                                                         +- * SortMergeJoin Inner (32)
                  :                                                                                            :- * Sort (26)
                  :                                                                                            :  +- Exchange (25)
                  :                                                                                            :     +- * HashAggregate (24)
                  :                                                                                            :        +- Exchange (23)
                  :                                                                                            :           +- * HashAggregate (22)
                  :                                                                                            :              +- * Project (21)
                  :                                                                                            :                 +- * BroadcastHashJoin Inner BuildLeft (20)
                  :                                                                                            :                    :- BroadcastExchange (16)
                  :                                                                                            :                    :  +- * Filter (15)
                  :                                                                                            :                    :     +- InMemoryTableScan (13)
                  :                                                                                            :                    :           +- InMemoryRelation (14)
                  :                                                                                            :                    :                 +- Exchange (8)
                  :                                                                                            :                    :                    +- * Scan ExistingRDD (7)
                  :                                                                                            :                    +- * Project (19)
                  :                                                                                            :                       +- * Filter (18)
                  :                                                                                            :                          +- * Scan ExistingRDD (17)
                  :                                                                                            +- * Sort (31)
                  :                                                                                               +- Exchange (30)
                  :                                                                                                  +- * Project (29)
                  :                                                                                                     +- * Filter (28)
                  :                                                                                                        +- * Scan ExistingRDD (27)
                  +- BroadcastExchange (100)
                     +- * HashAggregate (99)
                        +- Exchange (98)
                           +- * HashAggregate (97)
                              +- * Filter (96)
                                 +- InMemoryTableScan (94)
                                       +- InMemoryRelation (95)
                                             +- Union (51)
                                                :- * Project (47)
                                                :  +- * SortMergeJoin LeftAnti (46)
                                                :     :- * Sort (10)
                                                :     :  +- Exchange (9)
                                                :     :     +- InMemoryTableScan (5)
                                                :     :           +- InMemoryRelation (6)
                                                :     :                 +- Exchange (8)
                                                :     :                    +- * Scan ExistingRDD (7)
                                                :     +- * Sort (45)
                                                :        +- Exchange (44)
                                                :           +- Union (43)
                                                :              :- InMemoryTableScan (11)
                                                :              :     +- InMemoryRelation (12)
                                                :              :           +- * Project (33)
                                                :              :              +- * SortMergeJoin Inner (32)
                                                :              :                 :- * Sort (26)
                                                :              :                 :  +- Exchange (25)
                                                :              :                 :     +- * HashAggregate (24)
                                                :              :                 :        +- Exchange (23)
                                                :              :                 :           +- * HashAggregate (22)
                                                :              :                 :              +- * Project (21)
                                                :              :                 :                 +- * BroadcastHashJoin Inner BuildLeft (20)
                                                :              :                 :                    :- BroadcastExchange (16)
                                                :              :                 :                    :  +- * Filter (15)
                                                :              :                 :                    :     +- InMemoryTableScan (13)
                                                :              :                 :                    :           +- InMemoryRelation (14)
                                                :              :                 :                    :                 +- Exchange (8)
                                                :              :                 :                    :                    +- * Scan ExistingRDD (7)
                                                :              :                 :                    +- * Project (19)
                                                :              :                 :                       +- * Filter (18)
                                                :              :                 :                          +- * Scan ExistingRDD (17)
                                                :              :                 +- * Sort (31)
                                                :              :                    +- Exchange (30)
                                                :              :                       +- * Project (29)
                                                :              :                          +- * Filter (28)
                                                :              :                             +- * Scan ExistingRDD (27)
                                                :              +- * Project (42)
                                                :                 +- * BroadcastHashJoin Inner BuildLeft (41)
                                                :                    :- BroadcastExchange (37)
                                                :                    :  +- * Filter (36)
                                                :                    :     +- InMemoryTableScan (34)
                                                :                    :           +- InMemoryRelation (35)
                                                :                    :                 +- Exchange (8)
                                                :                    :                    +- * Scan ExistingRDD (7)
                                                :                    +- * Project (40)
                                                :                       +- * Filter (39)
                                                :                          +- * Scan ExistingRDD (38)
                                                +- * Project (50)
                                                   +- InMemoryTableScan (48)
                                                         +- InMemoryRelation (49)
                                                               +- * Project (33)
                                                                  +- * SortMergeJoin Inner (32)
                                                                     :- * Sort (26)
                                                                     :  +- Exchange (25)
                                                                     :     +- * HashAggregate (24)
                                                                     :        +- Exchange (23)
                                                                     :           +- * HashAggregate (22)
                                                                     :              +- * Project (21)
                                                                     :                 +- * BroadcastHashJoin Inner BuildLeft (20)
                                                                     :                    :- BroadcastExchange (16)
                                                                     :                    :  +- * Filter (15)
                                                                     :                    :     +- InMemoryTableScan (13)
                                                                     :                    :           +- InMemoryRelation (14)
                                                                     :                    :                 +- Exchange (8)
                                                                     :                    :                    +- * Scan ExistingRDD (7)
                                                                     :                    +- * Project (19)
                                                                     :                       +- * Filter (18)
                                                                     :                          +- * Scan ExistingRDD (17)
                                                                     +- * Sort (31)
                                                                        +- Exchange (30)
                                                                           +- * Project (29)
                                                                              +- * Filter (28)
                                                                                 +- * Scan ExistingRDD (27)


(1) InMemoryTableScan
Output: []

(2) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, version#993469, qty#943638, demandChannel#990100, demandStream#990101, kpis#990135], StorageLevel(disk, memory, 2 replicas)

(3) InMemoryTableScan
Output [7]: [demandChannel#990100, demandStream#990101, isNewlyCalculated#990103, kpis#990135, qty#943638, shardId#943631, worklistShardItemId#943632L]
Arguments: [demandChannel#990100, demandStream#990101, isNewlyCalculated#990103, kpis#990135, qty#943638, shardId#943631, worklistShardItemId#943632L], [NOT isNewlyCalculated#990103, isnotnull(shardId#943631), isnotnull(worklistShardItemId#943632L)]

(4) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, demandChannel#990100, demandStream#990101, kpis#990135, isNewlyCalculated#990103], StorageLevel(disk, memory, 2 replicas)

(5) 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]

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

(7) 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[49416] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(8) 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=1627182]

(9) 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=1627412]

(10) 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

(11) InMemoryTableScan
Output [6]: [shardId#990092, worklistShardItemId#990093L, version#990094, product#990095, plant#990096, qty#989867]
Arguments: [shardId#990092, worklistShardItemId#990093L, version#990094, product#990095, plant#990096, qty#989867]

(12) InMemoryRelation
Arguments: [shardId#990092, worklistShardItemId#990093L, version#990094, product#990095, plant#990096, qty#989867, demandChannel#989860, demandStream#989861, kpis#989868], StorageLevel(disk, memory, 2 replicas)

(13) 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)]

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

(15) 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))

(16) 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=1627290]

(17) Scan ExistingRDD
Output [6]: [shardId#989847, worklistShardItemId#989848L, qty#989849, demandChannel#989850, demandStream#989851, kpis#989852]
Arguments: [shardId#989847, worklistShardItemId#989848L, qty#989849, demandChannel#989850, demandStream#989851, kpis#989852], MapPartitionsRDD[49438] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(18) Filter
Input [6]: [shardId#989847, worklistShardItemId#989848L, qty#989849, demandChannel#989850, demandStream#989851, kpis#989852]
Condition : (isnotnull(worklistShardItemId#989848L) AND isnotnull(shardId#989847))

(19) Project
Output [3]: [shardId#989847 AS cachedShardId#989853, worklistShardItemId#989848L AS cachedWorklistShardItemId#989854L, qty#989849 AS cachedQty#989855]
Input [6]: [shardId#989847, worklistShardItemId#989848L, qty#989849, demandChannel#989850, demandStream#989851, kpis#989852]

(20) BroadcastHashJoin [codegen id : 2]
Left keys [2]: [worklistShardItemId#943632L, shardId#943631]
Right keys [2]: [cachedWorklistShardItemId#989854L, cachedShardId#989853]
Join type: Inner
Join condition: ((qty#943638 = cachedQty#989855) OR isnull(qty#943638))

(21) 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#989853, cachedWorklistShardItemId#989854L, cachedQty#989855]

(22) 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]

(23) 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=1627296]

(24) 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]

(25) Exchange
Input [5]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635]
Arguments: hashpartitioning(worklistShardItemId#943632L, shardId#943631, 37), ENSURE_REQUIREMENTS, [plan_id=1627300]

(26) 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

(27) Scan ExistingRDD [codegen id : 5]
Output [6]: [shardId#989857, worklistShardItemId#989858L, qty#989859, demandChannel#989860, demandStream#989861, kpis#989862]
Arguments: [shardId#989857, worklistShardItemId#989858L, qty#989859, demandChannel#989860, demandStream#989861, kpis#989862], MapPartitionsRDD[49438] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(28) Filter [codegen id : 5]
Input [6]: [shardId#989857, worklistShardItemId#989858L, qty#989859, demandChannel#989860, demandStream#989861, kpis#989862]
Condition : (isnotnull(worklistShardItemId#989858L) AND isnotnull(shardId#989857))

(29) Project [codegen id : 5]
Output [6]: [shardId#989857 AS cachedShardId#989863, worklistShardItemId#989858L AS cachedWorklistShardItemId#989864L, qty#989859 AS cachedQty#989865, demandChannel#989860, demandStream#989861, kpis#989862 AS cachedKpis#989866]
Input [6]: [shardId#989857, worklistShardItemId#989858L, qty#989859, demandChannel#989860, demandStream#989861, kpis#989862]

(30) Exchange
Input [6]: [cachedShardId#989863, cachedWorklistShardItemId#989864L, cachedQty#989865, demandChannel#989860, demandStream#989861, cachedKpis#989866]
Arguments: hashpartitioning(cachedWorklistShardItemId#989864L, cachedShardId#989863, 37), ENSURE_REQUIREMENTS, [plan_id=1627306]

(31) Sort [codegen id : 6]
Input [6]: [cachedShardId#989863, cachedWorklistShardItemId#989864L, cachedQty#989865, demandChannel#989860, demandStream#989861, cachedKpis#989866]
Arguments: [cachedWorklistShardItemId#989864L ASC NULLS FIRST, cachedShardId#989863 ASC NULLS FIRST], false, 0

(32) SortMergeJoin [codegen id : 7]
Left keys [2]: [worklistShardItemId#943632L, shardId#943631]
Right keys [2]: [cachedWorklistShardItemId#989864L, cachedShardId#989863]
Join type: Inner
Join condition: None

(33) Project [codegen id : 7]
Output [9]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedQty#989865 AS qty#989867, demandChannel#989860, demandStream#989861, cachedKpis#989866 AS kpis#989868]
Input [11]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, cachedShardId#989863, cachedWorklistShardItemId#989864L, cachedQty#989865, demandChannel#989860, demandStream#989861, cachedKpis#989866]

(34) InMemoryTableScan
Output [6]: [shardId#990074, worklistShardItemId#990075L, version#990076, product#990077, plant#990078, qty#990081]
Arguments: [shardId#990074, worklistShardItemId#990075L, version#990076, product#990077, plant#990078, qty#990081], [isnull(qty#990081), isnotnull(worklistShardItemId#990075L), isnotnull(shardId#990074)]

(35) InMemoryRelation
Arguments: [shardId#990074, worklistShardItemId#990075L, version#990076, product#990077, plant#990078, periodStart#990079, periodEnd#990080, qty#990081], StorageLevel(disk, memory, 2 replicas)

(36) Filter [codegen id : 2]
Input [6]: [shardId#990074, worklistShardItemId#990075L, version#990076, product#990077, plant#990078, qty#990081]
Condition : ((isnull(qty#990081) AND isnotnull(worklistShardItemId#990075L)) AND isnotnull(shardId#990074))

(37) BroadcastExchange
Input [6]: [shardId#990074, worklistShardItemId#990075L, version#990076, product#990077, plant#990078, qty#990081]
Arguments: HashedRelationBroadcastMode(List(input[1, bigint, false], input[0, string, false]),false), [plan_id=1627426]

(38) Scan ExistingRDD
Output [6]: [shardId#990082, worklistShardItemId#990083L, qty#990084, demandChannel#990085, demandStream#990086, kpis#990087]
Arguments: [shardId#990082, worklistShardItemId#990083L, qty#990084, demandChannel#990085, demandStream#990086, kpis#990087], MapPartitionsRDD[49438] at start at FileStorageAdapterImpl.java:171, ExistingRDD, UnknownPartitioning(0)

(39) Filter
Input [6]: [shardId#990082, worklistShardItemId#990083L, qty#990084, demandChannel#990085, demandStream#990086, kpis#990087]
Condition : (isnotnull(worklistShardItemId#990083L) AND isnotnull(shardId#990082))

(40) Project
Output [2]: [shardId#990082 AS cachedShardId#990088, worklistShardItemId#990083L AS cachedWorklistShardItemId#990089L]
Input [6]: [shardId#990082, worklistShardItemId#990083L, qty#990084, demandChannel#990085, demandStream#990086, kpis#990087]

(41) BroadcastHashJoin [codegen id : 3]
Left keys [2]: [worklistShardItemId#990075L, shardId#990074]
Right keys [2]: [cachedWorklistShardItemId#990089L, cachedShardId#990088]
Join type: Inner
Join condition: None

(42) Project [codegen id : 3]
Output [6]: [shardId#990074, worklistShardItemId#990075L, version#990076, product#990077, plant#990078, qty#990081]
Input [8]: [shardId#990074, worklistShardItemId#990075L, version#990076, product#990077, plant#990078, qty#990081, cachedShardId#990088, cachedWorklistShardItemId#990089L]

(43) Union

(44) Exchange
Input [6]: [shardId#990092, worklistShardItemId#990093L, version#990094, product#990095, plant#990096, qty#989867]
Arguments: hashpartitioning(coalesce(shardId#990092, ), isnull(shardId#990092), coalesce(worklistShardItemId#990093L, 0), isnull(worklistShardItemId#990093L), coalesce(version#990094, 0), isnull(version#990094), coalesce(product#990095, ), isnull(product#990095), coalesce(plant#990096, ), isnull(plant#990096), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#989867, 0.0))), isnull(qty#989867), 37), ENSURE_REQUIREMENTS, [plan_id=1627432]

(45) Sort [codegen id : 4]
Input [6]: [shardId#990092, worklistShardItemId#990093L, version#990094, product#990095, plant#990096, qty#989867]
Arguments: [coalesce(shardId#990092, ) ASC NULLS FIRST, isnull(shardId#990092) ASC NULLS FIRST, coalesce(worklistShardItemId#990093L, 0) ASC NULLS FIRST, isnull(worklistShardItemId#990093L) ASC NULLS FIRST, coalesce(version#990094, 0) ASC NULLS FIRST, isnull(version#990094) ASC NULLS FIRST, coalesce(product#990095, ) ASC NULLS FIRST, isnull(product#990095) ASC NULLS FIRST, coalesce(plant#990096, ) ASC NULLS FIRST, isnull(plant#990096) ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#989867, 0.0))) ASC NULLS FIRST, isnull(qty#989867) ASC NULLS FIRST], false, 0

(46) 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#990092, ), isnull(shardId#990092), coalesce(worklistShardItemId#990093L, 0), isnull(worklistShardItemId#990093L), coalesce(version#990094, 0), isnull(version#990094), coalesce(product#990095, ), isnull(product#990095), coalesce(plant#990096, ), isnull(plant#990096), knownfloatingpointnormalized(normalizenanandzero(coalesce(qty#989867, 0.0))), isnull(qty#989867)]
Join type: LeftAnti
Join condition: None

(47) Project [codegen id : 5]
Output [10]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, null AS demandChannel#990100, null AS demandStream#990101, [] AS kpis#990135, true AS isNewlyCalculated#990103]
Input [6]: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638]

(48) InMemoryTableScan
Output [9]: [demandChannel#990126, demandStream#990127, kpis#990134, plant#990109, product#990108, qty#990133, shardId#990105, version#990107, worklistShardItemId#990106L]
Arguments: [demandChannel#990126, demandStream#990127, kpis#990134, plant#990109, product#990108, qty#990133, shardId#990105, version#990107, worklistShardItemId#990106L]

(49) InMemoryRelation
Arguments: [shardId#990105, worklistShardItemId#990106L, version#990107, product#990108, plant#990109, qty#990133, demandChannel#990126, demandStream#990127, kpis#990134], StorageLevel(disk, memory, 2 replicas)

(50) Project [codegen id : 6]
Output [10]: [shardId#990105, worklistShardItemId#990106L, version#990107, product#990108, plant#990109, qty#990133, demandChannel#990126, demandStream#990127, kpis#990134, false AS isNewlyCalculated#990104]
Input [9]: [demandChannel#990126, demandStream#990127, kpis#990134, plant#990109, product#990108, qty#990133, shardId#990105, version#990107, worklistShardItemId#990106L]

(51) Union

(52) Filter [codegen id : 1]
Input [7]: [demandChannel#990100, demandStream#990101, isNewlyCalculated#990103, kpis#990135, qty#943638, shardId#943631, worklistShardItemId#943632L]
Condition : ((NOT isNewlyCalculated#990103 AND isnotnull(shardId#943631)) AND isnotnull(worklistShardItemId#943632L))

(53) Project [codegen id : 1]
Output [6]: [shardId#943631, worklistShardItemId#943632L, qty#943638, demandChannel#990100, demandStream#990101, kpis#990135]
Input [7]: [demandChannel#990100, demandStream#990101, isNewlyCalculated#990103, kpis#990135, qty#943638, shardId#943631, worklistShardItemId#943632L]

(54) InMemoryTableScan
Output [6]: [shardId#993474, worklistShardItemId#993475L, qty#992656, demandChannel#992636, demandStream#992637, kpis#992665]
Arguments: [shardId#993474, worklistShardItemId#993475L, qty#992656, demandChannel#992636, demandStream#992637, kpis#992665], [isnotnull(shardId#993474), isnotnull(worklistShardItemId#993475L)]

(55) InMemoryRelation
Arguments: [shardId#993474, worklistShardItemId#993475L, qty#992656, demandChannel#992636, demandStream#992637, kpis#992665], StorageLevel(disk, memory, 2 replicas)

(56) InMemoryTableScan
Output [1]: [prodPlantResults#992610]
Arguments: [prodPlantResults#992610]

(57) InMemoryRelation
Arguments: [prodPlantResults#992610], StorageLevel(disk, memory, 2 replicas)

(58) Scan
Output [1]: [obj#992599]
Arguments: obj#992599: com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, MapPartitionsRDD[49558] at start at FileStorageAdapterImpl.java:171

(59) SerializeFromObject [codegen id : 1]
Input [1]: [obj#992599]
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#992602, 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#992603]

(60) Filter [codegen id : 1]
Input [2]: [performanceMeasurements#992602, prodPlantResults#992603]
Condition : ((size(prodPlantResults#992603, true) > 0) AND isnotnull(prodPlantResults#992603))

(61) Project [codegen id : 1]
Output [1]: [prodPlantResults#992603]
Input [2]: [performanceMeasurements#992602, prodPlantResults#992603]

(62) Generate [codegen id : 1]
Input [1]: [prodPlantResults#992603]
Arguments: explode(prodPlantResults#992603), false, [prodPlantResults#992610]

(63) Project
Output [6]: [prodPlantResults#992610.productId AS product#992629, prodPlantResults#992610.plantId AS plant#992630, null AS qty#992656, null AS demandChannel#992636, null AS demandStream#992637, transform(prodPlantResults#992610.kpiResults, lambdafunction(struct(label, lambda kpi#992666.label, dateTime, lambda kpi#992666.datetime, value, lambda kpi#992666.value), lambda kpi#992666, false)) AS kpis#992665]
Input [1]: [prodPlantResults#992610]

(64) InMemoryTableScan
Output [1]: [prodPlantResults#992655]
Arguments: [prodPlantResults#992655], [(size(prodPlantResults#992655.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#992655.quantityKpiResults)]

(65) InMemoryRelation
Arguments: [prodPlantResults#992655], StorageLevel(disk, memory, 2 replicas)

(66) Filter [codegen id : 1]
Input [1]: [prodPlantResults#992655]
Condition : ((size(prodPlantResults#992655.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#992655.quantityKpiResults))

(67) Project [codegen id : 1]
Output [3]: [prodPlantResults#992655.productId AS _extract_productId#992801, prodPlantResults#992655.plantId AS _extract_plantId#992802, prodPlantResults#992655.quantityKpiResults AS _extract_quantityKpiResults#992803]
Input [1]: [prodPlantResults#992655]

(68) Generate [codegen id : 1]
Input [3]: [_extract_productId#992801, _extract_plantId#992802, _extract_quantityKpiResults#992803]
Arguments: explode(_extract_quantityKpiResults#992803), [_extract_productId#992801, _extract_plantId#992802], false, [quantityKpiResults#992622]

(69) Project
Output [6]: [_extract_productId#992801 AS product#992616, _extract_plantId#992802 AS plant#992617, quantityKpiResults#992622.quantity AS qty#992623, null AS demandChannel#992625, null AS demandStream#992626, transform(quantityKpiResults#992622.kpiResults, lambdafunction(struct(label, lambda kpi#992666.label, dateTime, lambda kpi#992666.datetime, value, lambda kpi#992666.value), lambda kpi#992666, false)) AS kpis#992799]
Input [3]: [_extract_productId#992801, _extract_plantId#992802, quantityKpiResults#992622]

(70) InMemoryTableScan
Output [1]: [prodPlantResults#992660]
Arguments: [prodPlantResults#992660], [(size(prodPlantResults#992660.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#992660.demandChannelStreamKpiResults)]

(71) InMemoryRelation
Arguments: [prodPlantResults#992660], StorageLevel(disk, memory, 2 replicas)

(72) Filter [codegen id : 2]
Input [1]: [prodPlantResults#992660]
Condition : ((size(prodPlantResults#992660.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#992660.demandChannelStreamKpiResults))

(73) Project [codegen id : 2]
Output [3]: [prodPlantResults#992660.productId AS _extract_productId#992804, prodPlantResults#992660.plantId AS _extract_plantId#992805, prodPlantResults#992660.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#992806]
Input [1]: [prodPlantResults#992660]

(74) Generate [codegen id : 2]
Input [3]: [_extract_productId#992804, _extract_plantId#992805, _extract_demandChannelStreamKpiResults#992806]
Arguments: explode(_extract_demandChannelStreamKpiResults#992806), [_extract_productId#992804, _extract_plantId#992805], false, [demandChannelStreamKpiResults#992644]

(75) Project
Output [6]: [_extract_productId#992804 AS product#992638, _extract_plantId#992805 AS plant#992639, null AS qty#992661, demandChannelStreamKpiResults#992644.demandChannel AS demandChannel#992646, demandChannelStreamKpiResults#992644.demandStream AS demandStream#992648, transform(demandChannelStreamKpiResults#992644.kpiResults, lambdafunction(struct(label, lambda kpi#992666.label, dateTime, lambda kpi#992666.datetime, value, lambda kpi#992666.value), lambda kpi#992666, false)) AS kpis#992800]
Input [3]: [_extract_productId#992804, _extract_plantId#992805, demandChannelStreamKpiResults#992644]

(76) Union

(77) InMemoryTableScan
Output [6]: [isNewlyCalculated#990103, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]
Arguments: [isNewlyCalculated#990103, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L], [isNewlyCalculated#990103]

(78) InMemoryRelation
Arguments: [shardId#943631, worklistShardItemId#943632L, version#943633, product#943634, plant#943635, qty#943638, demandChannel#990100, demandStream#990101, kpis#990135, isNewlyCalculated#990103], StorageLevel(disk, memory, 2 replicas)

(79) Filter [codegen id : 3]
Input [6]: [isNewlyCalculated#990103, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]
Condition : isNewlyCalculated#990103

(80) Project [codegen id : 3]
Output [5]: [shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]
Input [6]: [isNewlyCalculated#990103, plant#943635, product#943634, qty#943638, shardId#943631, worklistShardItemId#943632L]

(81) 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]

(82) 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=1628219]

(83) 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]

(84) 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=1628223]

(85) BroadcastHashJoin [codegen id : 5]
Left keys [4]: [coalesce(product#992629, ), isnull(product#992629), coalesce(plant#992630, ), isnull(plant#992630)]
Right keys [4]: [coalesce(product#943634, ), isnull(product#943634), coalesce(plant#943635, ), isnull(plant#943635)]
Join type: Inner
Join condition: ((qty#992656 <=> qty#943638) OR isnull(qty#943638))

(86) Project [codegen id : 5]
Output [6]: [shardId#943631, worklistShardItemId#943632L, qty#992656, demandChannel#992636, demandStream#992637, kpis#992665]
Input [11]: [product#992629, plant#992630, qty#992656, demandChannel#992636, demandStream#992637, kpis#992665, shardId#943631, worklistShardItemId#943632L, product#943634, plant#943635, qty#943638]

(87) Sort [codegen id : 5]
Input [6]: [shardId#943631, worklistShardItemId#943632L, qty#992656, demandChannel#992636, demandStream#992637, kpis#992665]
Arguments: [demandChannel#992636 ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#992656)) AS qty#992656 ASC NULLS FIRST, worklistShardItemId#943632L ASC NULLS FIRST, demandStream#992637 ASC NULLS FIRST], false, 0

(88) SortAggregate
Input [6]: [shardId#943631, worklistShardItemId#943632L, qty#992656, demandChannel#992636, demandStream#992637, kpis#992665]
Keys [5]: [demandChannel#992636, shardId#943631, knownfloatingpointnormalized(normalizenanandzero(qty#992656)) AS qty#992656, worklistShardItemId#943632L, demandStream#992637]
Functions [1]: [partial_first(kpis#992665, false)]
Aggregate Attributes [2]: [first#992872, valueSet#992873]
Results [7]: [demandChannel#992636, shardId#943631, qty#992656, worklistShardItemId#943632L, demandStream#992637, first#992874, valueSet#992875]

(89) Exchange
Input [7]: [demandChannel#992636, shardId#943631, qty#992656, worklistShardItemId#943632L, demandStream#992637, first#992874, valueSet#992875]
Arguments: hashpartitioning(demandChannel#992636, shardId#943631, qty#992656, worklistShardItemId#943632L, demandStream#992637, 37), ENSURE_REQUIREMENTS, [plan_id=1628230]

(90) Sort [codegen id : 6]
Input [7]: [demandChannel#992636, shardId#943631, qty#992656, worklistShardItemId#943632L, demandStream#992637, first#992874, valueSet#992875]
Arguments: [demandChannel#992636 ASC NULLS FIRST, shardId#943631 ASC NULLS FIRST, qty#992656 ASC NULLS FIRST, worklistShardItemId#943632L ASC NULLS FIRST, demandStream#992637 ASC NULLS FIRST], false, 0

(91) SortAggregate
Input [7]: [demandChannel#992636, shardId#943631, qty#992656, worklistShardItemId#943632L, demandStream#992637, first#992874, valueSet#992875]
Keys [5]: [demandChannel#992636, shardId#943631, qty#992656, worklistShardItemId#943632L, demandStream#992637]
Functions [1]: [first(kpis#992665, false)]
Aggregate Attributes [1]: [first(kpis#992665)()#992797]
Results [6]: [shardId#943631, worklistShardItemId#943632L, qty#992656, demandChannel#992636, demandStream#992637, first(kpis#992665)()#992797 AS kpis#992798]

(92) Filter [codegen id : 2]
Input [6]: [shardId#993474, worklistShardItemId#993475L, qty#992656, demandChannel#992636, demandStream#992637, kpis#992665]
Condition : (isnotnull(shardId#993474) AND isnotnull(worklistShardItemId#993475L))

(93) Union

(94) InMemoryTableScan
Output [3]: [shardId#993566, worklistShardItemId#993567L, version#993568]
Arguments: [shardId#993566, worklistShardItemId#993567L, version#993568], [isnotnull(shardId#993566), isnotnull(worklistShardItemId#993567L)]

(95) InMemoryRelation
Arguments: [shardId#993566, worklistShardItemId#993567L, version#993568, product#993569, plant#993570, qty#993573, demandChannel#993622, demandStream#993623, kpis#993626, isNewlyCalculated#993625], StorageLevel(disk, memory, 2 replicas)

(96) Filter [codegen id : 3]
Input [3]: [shardId#993566, worklistShardItemId#993567L, version#993568]
Condition : (isnotnull(shardId#993566) AND isnotnull(worklistShardItemId#993567L))

(97) HashAggregate [codegen id : 3]
Input [3]: [shardId#993566, worklistShardItemId#993567L, version#993568]
Keys [2]: [shardId#993566, worklistShardItemId#993567L]
Functions [1]: [partial_max(version#993568)]
Aggregate Attributes [1]: [max#994048]
Results [3]: [shardId#993566, worklistShardItemId#993567L, max#994049]

(98) Exchange
Input [3]: [shardId#993566, worklistShardItemId#993567L, max#994049]
Arguments: hashpartitioning(shardId#993566, worklistShardItemId#993567L, 37), ENSURE_REQUIREMENTS, [plan_id=1628387]

(99) HashAggregate [codegen id : 4]
Input [3]: [shardId#993566, worklistShardItemId#993567L, max#994049]
Keys [2]: [shardId#993566, worklistShardItemId#993567L]
Functions [1]: [max(version#993568)]
Aggregate Attributes [1]: [max(version#993568)#993473]
Results [3]: [shardId#993566, worklistShardItemId#993567L, (max(version#993568)#993473 + 1) AS version#993469]

(100) BroadcastExchange
Input [3]: [shardId#993566, worklistShardItemId#993567L, version#993469]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true], input[1, bigint, true]),false), [plan_id=1628391]

(101) BroadcastHashJoin [codegen id : 5]
Left keys [2]: [shardId#943631, worklistShardItemId#943632L]
Right keys [2]: [shardId#993566, worklistShardItemId#993567L]
Join type: Inner
Join condition: None

(102) Project [codegen id : 5]
Output [7]: [shardId#943631, worklistShardItemId#943632L, version#993469, qty#943638, demandChannel#990100, demandStream#990101, kpis#990135]
Input [9]: [shardId#943631, worklistShardItemId#943632L, qty#943638, demandChannel#990100, demandStream#990101, kpis#990135, shardId#993566, worklistShardItemId#993567L, version#993469]

(103) CollectLimit
Input: []
Arguments: 1

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	5
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