digraph G {
0 [id="node0" labelType="html" label="<br><b>DeserializeToObject</b><br><br>" tooltip="DeserializeToObject createexternalrow(invoke(shardId#67228.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#67229L)), static_invoke(java.lang.Double.valueOf(qty#101033)), invoke(demandChannel#101013.toString()), invoke(demandStream#101014.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#101042, 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#101322: org.apache.spark.sql.Row"];
1 [id="node1" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [shardId#67228, worklistShardItemId#67229L, qty#101033, demandChannel#101013, demandStream#101014, kpis#101042]"];
2 [id="node2" labelType="html" label="<br><b>SortAggregate</b><br><br>" tooltip="SortAggregate(key=[demandChannel#101013, shardId#67228, qty#101033, worklistShardItemId#67229L, demandStream#101014], functions=[first(kpis#101042, false)])"];
subgraph cluster3 {
isCluster="true";
id="cluster3";
label="WholeStageCodegen (5)";
tooltip="WholeStageCodegen (5)";
4 [id="node4" labelType="html" label="<br><b>Sort</b><br><br>" tooltip="Sort [demandChannel#101013 ASC NULLS FIRST, shardId#67228 ASC NULLS FIRST, qty#101033 ASC NULLS FIRST, worklistShardItemId#67229L ASC NULLS FIRST, demandStream#101014 ASC NULLS FIRST], false, 0"];
}
5 [id="node5" labelType="html" label="<b>Exchange</b><br><br>number of partitions: 20" tooltip="Exchange hashpartitioning(demandChannel#101013, shardId#67228, qty#101033, worklistShardItemId#67229L, demandStream#101014, 20), ENSURE_REQUIREMENTS, [plan_id=198641]"];
6 [id="node6" labelType="html" label="<br><b>SortAggregate</b><br><br>" tooltip="SortAggregate(key=[demandChannel#101013, shardId#67228, knownfloatingpointnormalized(normalizenanandzero(qty#101033)) AS qty#101033, worklistShardItemId#67229L, demandStream#101014], functions=[partial_first(kpis#101042, false)])"];
subgraph cluster7 {
isCluster="true";
id="cluster7";
label="WholeStageCodegen (4)";
tooltip="WholeStageCodegen (4)";
8 [id="node8" labelType="html" label="<br><b>Sort</b><br><br>" tooltip="Sort [demandChannel#101013 ASC NULLS FIRST, shardId#67228 ASC NULLS FIRST, knownfloatingpointnormalized(normalizenanandzero(qty#101033)) AS qty#101033 ASC NULLS FIRST, worklistShardItemId#67229L ASC NULLS FIRST, demandStream#101014 ASC NULLS FIRST], false, 0"];
9 [id="node9" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [shardId#67228, worklistShardItemId#67229L, qty#101033, demandChannel#101013, demandStream#101014, kpis#101042]"];
10 [id="node10" labelType="html" label="<br><b>BroadcastHashJoin</b><br><br>" tooltip="BroadcastHashJoin [coalesce(product#101006, ), isnull(product#101006), coalesce(plant#101007, ), isnull(plant#101007)], [coalesce(product#67231, ), isnull(product#67231), coalesce(plant#67232, ), isnull(plant#67232)], Inner, BuildRight, ((qty#101033 <=> qty#67235) OR isnull(qty#67235)), false"];
}
11 [id="node11" labelType="html" label="<br><b>Union</b><br><br>" tooltip="Union"];
12 [id="node12" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#100987.productId AS product#101006, prodPlantResults#100987.plantId AS plant#101007, null AS qty#101033, null AS demandChannel#101013, null AS demandStream#101014, transform(prodPlantResults#100987.kpiResults, lambdafunction(struct(label, lambda kpi#101043.label, dateTime, lambda kpi#101043.datetime, value, lambda kpi#101043.value), lambda kpi#101043, false)) AS kpis#101042]"];
13 [id="node13" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [prodPlantResults#100987]"];
subgraph cluster14 {
isCluster="true";
id="cluster14";
label="WholeStageCodegen (1)";
tooltip="WholeStageCodegen (1)";
15 [id="node15" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(prodPlantResults#100980), false, [prodPlantResults#100987]"];
16 [id="node16" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#100980]"];
17 [id="node17" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#100980, true) > 0) AND isnotnull(prodPlantResults#100980))"];
18 [id="node18" 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#100979, 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), 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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#100980]"];
}
19 [id="node19" labelType="html" label="<br><b>Scan</b><br><br>" tooltip="Scan[obj#100976]"];
20 [id="node20" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [_extract_productId#101158 AS product#100993, _extract_plantId#101159 AS plant#100994, quantityKpiResults#100999.quantity AS qty#101000, null AS demandChannel#101002, null AS demandStream#101003, transform(quantityKpiResults#100999.kpiResults, lambdafunction(struct(label, lambda kpi#101043.label, dateTime, lambda kpi#101043.datetime, value, lambda kpi#101043.value), lambda kpi#101043, false)) AS kpis#101156]"];
subgraph cluster21 {
isCluster="true";
id="cluster21";
label="WholeStageCodegen (1)";
tooltip="WholeStageCodegen (1)";
22 [id="node22" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(_extract_quantityKpiResults#101160), [_extract_productId#101158, _extract_plantId#101159], false, [quantityKpiResults#100999]"];
23 [id="node23" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#101032.productId AS _extract_productId#101158, prodPlantResults#101032.plantId AS _extract_plantId#101159, prodPlantResults#101032.quantityKpiResults AS _extract_quantityKpiResults#101160]"];
24 [id="node24" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#101032.quantityKpiResults, true) > 0) AND isnotnull(prodPlantResults#101032.quantityKpiResults))"];
}
25 [id="node25" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [prodPlantResults#101032], [(size(prodPlantResults#101032.quantityKpiResults, true) > 0), isnotnull(prodPlantResults#101032.quantityKpiResults)]"];
subgraph cluster26 {
isCluster="true";
id="cluster26";
label="WholeStageCodegen (1)";
tooltip="WholeStageCodegen (1)";
27 [id="node27" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(prodPlantResults#100980), false, [prodPlantResults#100987]"];
28 [id="node28" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#100980]"];
29 [id="node29" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#100980, true) > 0) AND isnotnull(prodPlantResults#100980))"];
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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#100979, mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -2), 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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 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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 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None)), invoke(knownnotnull(assertnotnull(input[0, com.sap.s4hana.eureka.business.crporderquantitykpicalculation.dto.KpiCalculationResult, true])).getProdPlantResults()), None) AS prodPlantResults#100980]"];
}
31 [id="node31" labelType="html" label="<br><b>Scan</b><br><br>" tooltip="Scan[obj#100976]"];
32 [id="node32" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [_extract_productId#101161 AS product#101015, _extract_plantId#101162 AS plant#101016, null AS qty#101038, demandChannelStreamKpiResults#101021.demandChannel AS demandChannel#101023, demandChannelStreamKpiResults#101021.demandStream AS demandStream#101025, transform(demandChannelStreamKpiResults#101021.kpiResults, lambdafunction(struct(label, lambda kpi#101043.label, dateTime, lambda kpi#101043.datetime, value, lambda kpi#101043.value), lambda kpi#101043, false)) AS kpis#101157]"];
subgraph cluster33 {
isCluster="true";
id="cluster33";
label="WholeStageCodegen (2)";
tooltip="WholeStageCodegen (2)";
34 [id="node34" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(_extract_demandChannelStreamKpiResults#101163), [_extract_productId#101161, _extract_plantId#101162], false, [demandChannelStreamKpiResults#101021]"];
35 [id="node35" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#101037.productId AS _extract_productId#101161, prodPlantResults#101037.plantId AS _extract_plantId#101162, prodPlantResults#101037.demandChannelStreamKpiResults AS _extract_demandChannelStreamKpiResults#101163]"];
36 [id="node36" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#101037.demandChannelStreamKpiResults, true) > 0) AND isnotnull(prodPlantResults#101037.demandChannelStreamKpiResults))"];
}
37 [id="node37" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [prodPlantResults#101037], [(size(prodPlantResults#101037.demandChannelStreamKpiResults, true) > 0), isnotnull(prodPlantResults#101037.demandChannelStreamKpiResults)]"];
subgraph cluster38 {
isCluster="true";
id="cluster38";
label="WholeStageCodegen (1)";
tooltip="WholeStageCodegen (1)";
39 [id="node39" labelType="html" label="<br><b>Generate</b><br><br>" tooltip="Generate explode(prodPlantResults#100980), false, [prodPlantResults#100987]"];
40 [id="node40" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [prodPlantResults#100980]"];
41 [id="node41" labelType="html" label="<br><b>Filter</b><br><br>" tooltip="Filter ((size(prodPlantResults#100980, true) > 0) AND isnotnull(prodPlantResults#100980))"];
42 [id="node42" 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 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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#100980]"];
}
43 [id="node43" labelType="html" label="<br><b>Scan</b><br><br>" tooltip="Scan[obj#100976]"];
44 [id="node44" labelType="html" label="<b>BroadcastExchange</b><br><br>time to broadcast: 0 ms<br>time to build: 1 ms<br>time to collect: 126 ms<br>number of output rows: 223<br>data size: 2.0 MiB" tooltip="BroadcastExchange 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=198634]"];
subgraph cluster45 {
isCluster="true";
id="cluster45";
label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n90 ms (1 ms, 7 ms, 9 ms (stage 2411.0: task 24612))";
tooltip="WholeStageCodegen (3)";
46 [id="node46" labelType="html" label="<b>HashAggregate</b><br><br>spill size: 0.0 B<br>time in aggregation build total (min, med, max (stageId: taskId))<br>44 ms (0 ms, 4 ms, 5 ms (stage 2411.0: task 24610))<br>peak memory total (min, med, max (stageId: taskId))<br>5.0 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 2411.0: task 24609))<br>number of output rows: 223<br>number of sort fallback tasks: 0<br>avg hash probes per key: 0" tooltip="HashAggregate(keys=[plant#67232, shardId#67228, qty#67235, worklistShardItemId#67229L, product#67231], functions=[])"];
47 [id="node47" labelType="html" label="<b>HashAggregate</b><br><br>spill size: 0.0 B<br>time in aggregation build total (min, med, max (stageId: taskId))<br>10 ms (0 ms, 1 ms, 1 ms (stage 2411.0: task 24609))<br>peak memory total (min, med, max (stageId: taskId))<br>5.0 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 2411.0: task 24609))<br>number of output rows: 223<br>number of sort fallback tasks: 0<br>avg hash probes per key: 0" tooltip="HashAggregate(keys=[plant#67232, shardId#67228, knownfloatingpointnormalized(normalizenanandzero(qty#67235)) AS qty#67235, worklistShardItemId#67229L, product#67231], functions=[])"];
}
48 [id="node48" labelType="html" label="<b>InMemoryTableScan</b><br><br>number of output rows: 223" tooltip="InMemoryTableScan [shardId#67228, worklistShardItemId#67229L, product#67231, plant#67232, qty#67235]"];
49 [id="node49" labelType="html" label="<b>Exchange</b><br><br>shuffle records written: 0<br>remote merged reqs duration: 0 ms<br>remote merged blocks fetched: 0<br>records read: 0<br>local bytes read: 0.0 B<br>merged fetch fallback count: 0<br>local blocks read: 0<br>remote merged chunks fetched: 0<br>remote blocks read: 0<br>data size: 0.0 B<br>local merged bytes read: 0.0 B<br>local merged chunks fetched: 0<br>shuffle write time: 0 ms<br>remote merged bytes read: 0.0 B<br>local merged blocks fetched: 0<br>corrupt merged block chunks: 0<br>fetch wait time: 0 ms<br>remote bytes read: 0.0 B<br>remote reqs duration: 0 ms<br>remote bytes read to disk: 0.0 B<br>shuffle bytes written: 0.0 B" tooltip="Exchange hashpartitioning(product#67231, plant#67232, 20), REPARTITION_BY_NUM, [plan_id=197881]"];
subgraph cluster50 {
isCluster="true";
id="cluster50";
label="WholeStageCodegen (1)";
tooltip="WholeStageCodegen (1)";
51 [id="node51" labelType="html" label="<br><b>Scan ExistingRDD</b><br><br>" tooltip="Scan ExistingRDD[shardId#67228,worklistShardItemId#67229L,version#67230,product#67231,plant#67232,periodStart#67233,periodEnd#67234,qty#67235]"];
}
1->0;
2->1;
4->2;
5->4;
6->5;
8->6;
9->8;
10->9;
11->10;
12->11;
13->12;
15->13;
16->15;
17->16;
18->17;
19->18;
20->11;
22->20;
23->22;
24->23;
25->24;
27->25;
28->27;
29->28;
30->29;
31->30;
32->11;
34->32;
35->34;
36->35;
37->36;
39->37;
40->39;
41->40;
42->41;
43->42;
44->10;
46->44;
47->46;
48->47;
49->48;
51->49;
}