digraph G {
0 [id="node0" labelType="html" label="<br><b>DeserializeToObject</b><br><br>" tooltip="DeserializeToObject createexternalrow(invoke(shardId#6552497.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#6552498L)), static_invoke(java.lang.Double.valueOf(qty#6753942)), invoke(demandChannel#6753922.toString()), invoke(demandStream#6753923.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#6753951, 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#6754231: org.apache.spark.sql.Row"];
1 [id="node1" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [shardId#6552497, worklistShardItemId#6552498L, qty#6753942, demandChannel#6753922, demandStream#6753923, kpis#6753951]"];
2 [id="node2" labelType="html" label="<br><b>SortAggregate</b><br><br>" tooltip="SortAggregate(key=[demandChannel#6753922, shardId#6552497, qty#6753942, worklistShardItemId#6552498L, demandStream#6753923], functions=[first(kpis#6753951, 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#6753922 ASC NULLS FIRST, shardId#6552497 ASC NULLS FIRST, qty#6753942 ASC NULLS FIRST, worklistShardItemId#6552498L ASC NULLS FIRST, demandStream#6753923 ASC NULLS FIRST], false, 0"];
}
5 [id="node5" labelType="html" label="<b>Exchange</b><br><br>number of partitions: 30" tooltip="Exchange hashpartitioning(demandChannel#6753922, shardId#6552497, qty#6753942, worklistShardItemId#6552498L, demandStream#6753923, 30), ENSURE_REQUIREMENTS, [plan_id=29021437]"];
6 [id="node6" labelType="html" label="<br><b>SortAggregate</b><br><br>" tooltip="SortAggregate(key=[demandChannel#6753922, shardId#6552497, knownfloatingpointnormalized(normalizenanandzero(qty#6753942)) AS qty#6753942, worklistShardItemId#6552498L, demandStream#6753923], functions=[partial_first(kpis#6753951, 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#6753922 ASC NULLS FIRST, shardId#6552497 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#6753942)) AS qty#6753942 ASC NULLS FIRST, worklistShardItemId#6552498L ASC NULLS FIRST, demandStream#6753923 ASC NULLS FIRST], false, 0"];
9 [id="node9" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [shardId#6552497, worklistShardItemId#6552498L, qty#6753942, demandChannel#6753922, demandStream#6753923, kpis#6753951]"];
10 [id="node10" labelType="html" label="<br><b>SortMergeJoin</b><br><br>" tooltip="SortMergeJoin [coalesce(product#6753915, ), isnull(product#6753915), coalesce(plant#6753916, ), isnull(plant#6753916)], [coalesce(product#6552500, ), isnull(product#6552500), coalesce(plant#6552501, ), isnull(plant#6552501)], Inner, ((qty#6753942 <=> qty#6552504) OR isnull(qty#6552504))"];
}
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#6753915, ) ASC NULLS FIRST, isnull(product#6753915) ASC NULLS FIRST, coalesce(plant#6753916, ) ASC NULLS FIRST, isnull(plant#6753916) 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#6753915, ), isnull(product#6753915), coalesce(plant#6753916, ), isnull(plant#6753916), 30), ENSURE_REQUIREMENTS, [plan_id=29021418]"];
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#6753896.productId AS product#6753915, prodPlantResults#6753896.plantId AS plant#6753916, null AS qty#6753942, null AS demandChannel#6753922, null AS demandStream#6753923, transform(prodPlantResults#6753896.kpiResults, lambdafunction(struct(label, lambda kpi#6753952.label, dateTime, lambda kpi#6753952.datetime, value, lambda kpi#6753952.value), lambda kpi#6753952, false)) AS kpis#6753951]"];
16 [id="node16" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [prodPlantResults#6753896]"];
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#6753889), false, [prodPlantResults#6753896]"];
19 [id="node19" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#6753889]"];
20 [id="node20" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#6753889, true) > 0) AND isnotnull(prodPlantResults#6753889))"];
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#6753888, 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), 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), 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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 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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#6753889]"];
}
22 [id="node22" labelType="html" label="<br><b>Scan</b><br><br>" tooltip="Scan[obj#6753885]"];
23 [id="node23" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [_extract_productId#6754067 AS product#6753902, _extract_plantId#6754068 AS plant#6753903, quantityKpiResults#6753908.quantity AS qty#6753909, null AS demandChannel#6753911, null AS demandStream#6753912, transform(quantityKpiResults#6753908.kpiResults, lambdafunction(struct(label, lambda kpi#6753952.label, dateTime, lambda kpi#6753952.datetime, value, lambda kpi#6753952.value), lambda kpi#6753952, false)) AS kpis#6754065]"];
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#6754069), [_extract_productId#6754067, _extract_plantId#6754068], false, [quantityKpiResults#6753908]"];
26 [id="node26" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#6753941.productId AS _extract_productId#6754067, prodPlantResults#6753941.plantId AS _extract_plantId#6754068, prodPlantResults#6753941.quantityKpiResults AS _extract_quantityKpiResults#6754069]"];
27 [id="node27" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#6753941.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#6753941.quantityKpiResults))"];
}
28 [id="node28" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [prodPlantResults#6753941], [(size(prodPlantResults#6753941.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#6753941.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#6753889), false, [prodPlantResults#6753896]"];
31 [id="node31" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#6753889]"];
32 [id="node32" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#6753889, true) > 0) AND isnotnull(prodPlantResults#6753889))"];
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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#6753889]"];
}
34 [id="node34" labelType="html" label="<br><b>Scan</b><br><br>" tooltip="Scan[obj#6753885]"];
35 [id="node35" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [_extract_productId#6754070 AS product#6753924, _extract_plantId#6754071 AS plant#6753925, null AS qty#6753947, demandChannelStreamKpiResults#6753930.demandChannel AS demandChannel#6753932, demandChannelStreamKpiResults#6753930.demandStream AS demandStream#6753934, transform(demandChannelStreamKpiResults#6753930.kpiResults, lambdafunction(struct(label, lambda kpi#6753952.label, dateTime, lambda kpi#6753952.datetime, value, lambda kpi#6753952.value), lambda kpi#6753952, false)) AS kpis#6754066]"];
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37 [id="node37" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(_extract_demandChannelStreamKpiResults#6754072), [_extract_productId#6754070, _extract_plantId#6754071], false, [demandChannelStreamKpiResults#6753930]"];
38 [id="node38" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#6753946.productId AS _extract_productId#6754070, prodPlantResults#6753946.plantId AS _extract_plantId#6754071, prodPlantResults#6753946.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#6754072]"];
39 [id="node39" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#6753946.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#6753946.demandChannelStreamKpiResults))"];
}
40 [id="node40" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [prodPlantResults#6753946], [(size(prodPlantResults#6753946.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#6753946.demandChannelStreamKpiResults)]"];
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42 [id="node42" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(prodPlantResults#6753889), false, [prodPlantResults#6753896]"];
43 [id="node43" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#6753889]"];
44 [id="node44" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#6753889, true) > 0) AND isnotnull(prodPlantResults#6753889))"];
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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#6753889]"];
}
46 [id="node46" labelType="html" label="<br><b>Scan</b><br><br>" tooltip="Scan[obj#6753885]"];
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#6552500, ) ASC NULLS FIRST, isnull(product#6552500) ASC NULLS FIRST, coalesce(plant#6552501, ) ASC NULLS FIRST, isnull(plant#6552501) 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#6552500, ), isnull(product#6552500), coalesce(plant#6552501, ), isnull(plant#6552501), 30), ENSURE_REQUIREMENTS, [plan_id=29021427]"];
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#6552501, shardId#6552497, qty#6552504, worklistShardItemId#6552498L, product#6552500], functions=[])"];
52 [id="node52" labelType="html" label="<br><b>HashAggregate</b><br><br>" tooltip="HashAggregate(keys=[plant#6552501, shardId#6552497, knownfloatingpointnormalized(normalizenanandzero(qty#6552504)) AS qty#6552504, worklistShardItemId#6552498L, product#6552500], functions=[])"];
}
53 [id="node53" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [shardId#6552497, worklistShardItemId#6552498L, product#6552500, plant#6552501, qty#6552504]"];
54 [id="node54" labelType="html" label="<br><b>Exchange</b><br><br>" tooltip="Exchange hashpartitioning(product#6552500, plant#6552501, 30), REPARTITION_BY_NUM, [plan_id=29020320]"];
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#6552497,worklistShardItemId#6552498L,version#6552499,product#6552500,plant#6552501,periodStart#6552502,periodEnd#6552503,qty#6552504]"];
}
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;
}