digraph G {
0 [id="node0" labelType="html" label="<br><b>DeserializeToObject</b><br><br>" tooltip="DeserializeToObject createexternalrow(invoke(shardId#6552521.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#6552522L)), static_invoke(java.lang.Double.valueOf(qty#6802986)), invoke(demandChannel#6802966.toString()), invoke(demandStream#6802967.toString()), mapobjects(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1), createexternalrow(invoke(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1).label.toString()), static_invoke(DateTimeUtils.toJavaTimestamp(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1).dateTime)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), false, -1).value)), StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true)), kpis#6802995, Some(class scala.collection.mutable.ArraySeq)), StructField(shardId,StringType,true), StructField(worklistShardItemId,LongType,true), StructField(qty,DoubleType,true), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpis,ArrayType(StructType(StructField(label,StringType,true),StructField(dateTime,TimestampType,true),StructField(value,DoubleType,true)),false),true)), obj#6803275: org.apache.spark.sql.Row"];
1 [id="node1" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [shardId#6552521, worklistShardItemId#6552522L, qty#6802986, demandChannel#6802966, demandStream#6802967, kpis#6802995]"];
2 [id="node2" labelType="html" label="<br><b>SortAggregate</b><br><br>" tooltip="SortAggregate(key=[demandChannel#6802966, shardId#6552521, qty#6802986, worklistShardItemId#6552522L, demandStream#6802967], functions=[first(kpis#6802995, false)])"];
subgraph cluster3 {
isCluster="true";
id="cluster3";
label="WholeStageCodegen (7)";
tooltip="WholeStageCodegen (7)";
4 [id="node4" labelType="html" label="<br><b>Sort</b><br><br>" tooltip="Sort [demandChannel#6802966 ASC NULLS FIRST, shardId#6552521 ASC NULLS FIRST, qty#6802986 ASC NULLS FIRST, worklistShardItemId#6552522L ASC NULLS FIRST, demandStream#6802967 ASC NULLS FIRST], false, 0"];
}
5 [id="node5" labelType="html" label="<b>Exchange</b><br><br>number of partitions: 30" tooltip="Exchange hashpartitioning(demandChannel#6802966, shardId#6552521, qty#6802986, worklistShardItemId#6552522L, demandStream#6802967, 30), ENSURE_REQUIREMENTS, [plan_id=29040876]"];
6 [id="node6" labelType="html" label="<br><b>SortAggregate</b><br><br>" tooltip="SortAggregate(key=[demandChannel#6802966, shardId#6552521, knownfloatingpointnormalized(normalizenanandzero(qty#6802986)) AS qty#6802986, worklistShardItemId#6552522L, demandStream#6802967], functions=[partial_first(kpis#6802995, false)])"];
subgraph cluster7 {
isCluster="true";
id="cluster7";
label="WholeStageCodegen (6)";
tooltip="WholeStageCodegen (6)";
8 [id="node8" labelType="html" label="<br><b>Sort</b><br><br>" tooltip="Sort [demandChannel#6802966 ASC NULLS FIRST, shardId#6552521 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#6802986)) AS qty#6802986 ASC NULLS FIRST, worklistShardItemId#6552522L ASC NULLS FIRST, demandStream#6802967 ASC NULLS FIRST], false, 0"];
9 [id="node9" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [shardId#6552521, worklistShardItemId#6552522L, qty#6802986, demandChannel#6802966, demandStream#6802967, kpis#6802995]"];
10 [id="node10" labelType="html" label="<br><b>SortMergeJoin</b><br><br>" tooltip="SortMergeJoin [coalesce(product#6802959, ), isnull(product#6802959), coalesce(plant#6802960, ), isnull(plant#6802960)], [coalesce(product#6552524, ), isnull(product#6552524), coalesce(plant#6552525, ), isnull(plant#6552525)], Inner, ((qty#6802986 <=> qty#6552528) OR isnull(qty#6552528))"];
}
subgraph cluster11 {
isCluster="true";
id="cluster11";
label="WholeStageCodegen (3)";
tooltip="WholeStageCodegen (3)";
12 [id="node12" labelType="html" label="<br><b>Sort</b><br><br>" tooltip="Sort [coalesce(product#6802959, ) ASC NULLS FIRST, isnull(product#6802959) ASC NULLS FIRST, coalesce(plant#6802960, ) ASC NULLS FIRST, isnull(plant#6802960) ASC NULLS FIRST], false, 0"];
}
13 [id="node13" labelType="html" label="<b>Exchange</b><br><br>number of partitions: 30" tooltip="Exchange hashpartitioning(coalesce(product#6802959, ), isnull(product#6802959), coalesce(plant#6802960, ), isnull(plant#6802960), 30), ENSURE_REQUIREMENTS, [plan_id=29040857]"];
14 [id="node14" labelType="html" label="<br><b>Union</b><br><br>" tooltip="Union"];
15 [id="node15" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#6802940.productId AS product#6802959, prodPlantResults#6802940.plantId AS plant#6802960, null AS qty#6802986, null AS demandChannel#6802966, null AS demandStream#6802967, transform(prodPlantResults#6802940.kpiResults, lambdafunction(struct(label, lambda kpi#6802996.label, dateTime, lambda kpi#6802996.datetime, value, lambda kpi#6802996.value), lambda kpi#6802996, false)) AS kpis#6802995]"];
16 [id="node16" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [prodPlantResults#6802940]"];
subgraph cluster17 {
isCluster="true";
id="cluster17";
label="WholeStageCodegen (1)";
tooltip="WholeStageCodegen (1)";
18 [id="node18" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(prodPlantResults#6802933), false, [prodPlantResults#6802940]"];
19 [id="node19" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#6802933]"];
20 [id="node20" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#6802933, true) > 0) AND isnotnull(prodPlantResults#6802933))"];
21 [id="node21" labelType="html" label="<br><b>SerializeFromObject</b><br><br>" tooltip="SerializeFromObject [mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -1), StructField(measuredUnit,StringType,true), StructField(numberOfCalls,LongType,false), StructField(parent,StringType,true), StructField(runtime,LongType,false), ObjectType(class 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#6802932, 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), 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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), 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), 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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#6802933]"];
}
22 [id="node22" labelType="html" label="<br><b>Scan</b><br><br>" tooltip="Scan[obj#6802929]"];
23 [id="node23" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [_extract_productId#6803111 AS product#6802946, _extract_plantId#6803112 AS plant#6802947, quantityKpiResults#6802952.quantity AS qty#6802953, null AS demandChannel#6802955, null AS demandStream#6802956, transform(quantityKpiResults#6802952.kpiResults, lambdafunction(struct(label, lambda kpi#6802996.label, dateTime, lambda kpi#6802996.datetime, value, lambda kpi#6802996.value), lambda kpi#6802996, false)) AS kpis#6803109]"];
subgraph cluster24 {
isCluster="true";
id="cluster24";
label="WholeStageCodegen (1)";
tooltip="WholeStageCodegen (1)";
25 [id="node25" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(_extract_quantityKpiResults#6803113), [_extract_productId#6803111, _extract_plantId#6803112], false, [quantityKpiResults#6802952]"];
26 [id="node26" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#6802985.productId AS _extract_productId#6803111, prodPlantResults#6802985.plantId AS _extract_plantId#6803112, prodPlantResults#6802985.quantityKpiResults AS _extract_quantityKpiResults#6803113]"];
27 [id="node27" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#6802985.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#6802985.quantityKpiResults))"];
}
28 [id="node28" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [prodPlantResults#6802985], [(size(prodPlantResults#6802985.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#6802985.quantityKpiResults)]"];
subgraph cluster29 {
isCluster="true";
id="cluster29";
label="WholeStageCodegen (1)";
tooltip="WholeStageCodegen (1)";
30 [id="node30" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(prodPlantResults#6802933), false, [prodPlantResults#6802940]"];
31 [id="node31" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#6802933]"];
32 [id="node32" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#6802933, true) > 0) AND isnotnull(prodPlantResults#6802933))"];
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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#6802933]"];
}
34 [id="node34" labelType="html" label="<br><b>Scan</b><br><br>" tooltip="Scan[obj#6802929]"];
35 [id="node35" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [_extract_productId#6803114 AS product#6802968, _extract_plantId#6803115 AS plant#6802969, null AS qty#6802991, demandChannelStreamKpiResults#6802974.demandChannel AS demandChannel#6802976, demandChannelStreamKpiResults#6802974.demandStream AS demandStream#6802978, transform(demandChannelStreamKpiResults#6802974.kpiResults, lambdafunction(struct(label, lambda kpi#6802996.label, dateTime, lambda kpi#6802996.datetime, value, lambda kpi#6802996.value), lambda kpi#6802996, false)) AS kpis#6803110]"];
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37 [id="node37" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(_extract_demandChannelStreamKpiResults#6803116), [_extract_productId#6803114, _extract_plantId#6803115], false, [demandChannelStreamKpiResults#6802974]"];
38 [id="node38" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#6802990.productId AS _extract_productId#6803114, prodPlantResults#6802990.plantId AS _extract_plantId#6803115, prodPlantResults#6802990.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#6803116]"];
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40 [id="node40" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [prodPlantResults#6802990], [(size(prodPlantResults#6802990.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#6802990.demandChannelStreamKpiResults)]"];
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42 [id="node42" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(prodPlantResults#6802933), false, [prodPlantResults#6802940]"];
43 [id="node43" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#6802933]"];
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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#6802933]"];
}
46 [id="node46" labelType="html" label="<br><b>Scan</b><br><br>" tooltip="Scan[obj#6802929]"];
subgraph cluster47 {
isCluster="true";
id="cluster47";
label="WholeStageCodegen (5)";
tooltip="WholeStageCodegen (5)";
48 [id="node48" labelType="html" label="<br><b>Sort</b><br><br>" tooltip="Sort [coalesce(product#6552524, ) ASC NULLS FIRST, isnull(product#6552524) ASC NULLS FIRST, coalesce(plant#6552525, ) ASC NULLS FIRST, isnull(plant#6552525) ASC NULLS FIRST], false, 0"];
}
49 [id="node49" labelType="html" label="<b>Exchange</b><br><br>number of partitions: 30" tooltip="Exchange hashpartitioning(coalesce(product#6552524, ), isnull(product#6552524), coalesce(plant#6552525, ), isnull(plant#6552525), 30), ENSURE_REQUIREMENTS, [plan_id=29040866]"];
subgraph cluster50 {
isCluster="true";
id="cluster50";
label="WholeStageCodegen (4)";
tooltip="WholeStageCodegen (4)";
51 [id="node51" labelType="html" label="<br><b>HashAggregate</b><br><br>" tooltip="HashAggregate(keys=[plant#6552525, shardId#6552521, qty#6552528, worklistShardItemId#6552522L, product#6552524], functions=[])"];
52 [id="node52" labelType="html" label="<br><b>HashAggregate</b><br><br>" tooltip="HashAggregate(keys=[plant#6552525, shardId#6552521, knownfloatingpointnormalized(normalizenanandzero(qty#6552528)) AS qty#6552528, worklistShardItemId#6552522L, product#6552524], functions=[])"];
}
53 [id="node53" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [shardId#6552521, worklistShardItemId#6552522L, product#6552524, plant#6552525, qty#6552528]"];
54 [id="node54" labelType="html" label="<br><b>Exchange</b><br><br>" tooltip="Exchange hashpartitioning(product#6552524, plant#6552525, 30), REPARTITION_BY_NUM, [plan_id=29039759]"];
subgraph cluster55 {
isCluster="true";
id="cluster55";
label="WholeStageCodegen (1)";
tooltip="WholeStageCodegen (1)";
56 [id="node56" labelType="html" label="<br><b>Scan ExistingRDD</b><br><br>" tooltip="Scan ExistingRDD[shardId#6552521,worklistShardItemId#6552522L,version#6552523,product#6552524,plant#6552525,periodStart#6552526,periodEnd#6552527,qty#6552528]"];
}
1->0;
2->1;
4->2;
5->4;
6->5;
8->6;
9->8;
10->9;
12->10;
13->12;
14->13;
15->14;
16->15;
18->16;
19->18;
20->19;
21->20;
22->21;
23->14;
25->23;
26->25;
27->26;
28->27;
30->28;
31->30;
32->31;
33->32;
34->33;
35->14;
37->35;
38->37;
39->38;
40->39;
42->40;
43->42;
44->43;
45->44;
46->45;
48->10;
49->48;
51->49;
52->51;
53->52;
54->53;
56->54;
}