crp-order-qty-opt-service - Details for Query 2974

Submitted Time: 2026/08/10 09:31:40
Duration: 0.2 s

Plan Visualization

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

digraph G { 0 [id="node0" labelType="html" label=" DeserializeToObject " tooltip="DeserializeToObject createexternalrow(invoke(shardId#691803.toString()), static_invoke(java.lang.Long.valueOf(orderProposalId#691804L)), mapobjects(lambdavariable(MapObject, StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true), true, -1), if (isnull(lambdavariable(MapObject, StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true), true, -1))) null else createexternalrow(static_invoke(java.lang.Long.valueOf(lambdavariable(MapObject, StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true), true, -1).worklistShardItemId)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true), true, -1).quantityAfterProdPlantOptimization)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true), true, -1).qty)), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true)), items#691805, Some(class scala.collection.mutable.ArraySeq)), mapobjects(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2), if (isnull(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2))) null else createexternalrow(invoke(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).optGroupId.toString()), invoke(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).assignmentDetails.toString()), invoke(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderProfile.toString()), if (isnull(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal)) null else createexternalrow(static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.minOrderValue)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.calculatedOrderValue)), static_invoke(java.lang.Integer.valueOf(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.dimensionType)), invoke(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.unit.toString()), invoke(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.unitUuid.toString()), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.negligibleQuantitiesThreshold)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.acceptanceThreshold)), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true)), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true)), optimizationGroups#691806, Some(class scala.collection.mutable.ArraySeq)), static_invoke(java.lang.Boolean.valueOf(isOptimal#691807)), static_invoke(DateTimeUtils.toJavaTimestamp(lastModified#691808)), mapobjects(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3), if (isnull(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3))) null else createexternalrow(invoke(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).internalInsightType.toString()), static_invoke(java.lang.Long.valueOf(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).worklistShardItemId)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).thresholdValue)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).reachedValue)), invoke(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).unitOfMeasure.toString()), invoke(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).assignmentDetails.toString()), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false)), optimizationInsights#691809, Some(class scala.collection.mutable.ArraySeq)), StructField(shardId,StringType,true), StructField(orderProposalId,LongType,true), StructField(items,ArrayType(StructType(StructField(worklistShardItemId,LongType,true),StructField(quantityAfterProdPlantOptimization,DoubleType,true),StructField(qty,DoubleType,true)),true),true), StructField(optimizationGroups,ArrayType(StructType(StructField(optGroupId,StringType,true),StructField(assignmentDetails,StringType,true),StructField(minOrderProfile,StringType,true),StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true)),true),true), StructField(isOptimal,BooleanType,true), StructField(lastModified,TimestampType,true), StructField(optimizationInsights,ArrayType(StructType(StructField(internalInsightType,StringType,false),StructField(worklistShardItemId,LongType,true),StructField(thresholdValue,DoubleType,true),StructField(reachedValue,DoubleType,true),StructField(unitOfMeasure,StringType,true),StructField(assignmentDetails,StringType,false)),true),true)), obj#691853: org.apache.spark.sql.Row"]; subgraph cluster1 { isCluster="true"; id="cluster1"; label="WholeStageCodegen (9)"; tooltip="WholeStageCodegen (9)"; 2 [id="node2" labelType="html" label=" Project " tooltip="Project [shardId#691803, orderProposalId#691804L, items#691805, optimizationGroups#691806, isOptimal#691807, lastModified#691808, optimizationInsights#691809]"]; 3 [id="node3" labelType="html" label=" SortMergeJoin " tooltip="SortMergeJoin [shardId#691803, orderProposalId#691804L, lastModified#691808], [shardId#691823, orderProposalId#691824L, lastModified#691814], Inner"]; } subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (3)"; tooltip="WholeStageCodegen (3)"; 5 [id="node5" labelType="html" label=" Sort " tooltip="Sort [shardId#691803 ASC NULLS FIRST, orderProposalId#691804L ASC NULLS FIRST, lastModified#691808 ASC NULLS FIRST], false, 0"]; } 6 [id="node6" labelType="html" label="Exchange number of partitions: 20" tooltip="Exchange hashpartitioning(shardId#691803, orderProposalId#691804L, lastModified#691808, 20), ENSURE_REQUIREMENTS, [plan_id=278121]"]; 7 [id="node7" labelType="html" label=" Union " tooltip="Union"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (1)"; tooltip="WholeStageCodegen (1)"; 9 [id="node9" labelType="html" label=" Filter " tooltip="Filter ((isnotnull(shardId#691803) AND isnotnull(orderProposalId#691804L)) AND isnotnull(lastModified#691808))"]; 10 [id="node10" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#691803,orderProposalId#691804L,items#691805,optimizationGroups#691806,isOptimal#691807,lastModified#691808,optimizationInsights#691809]"]; } 11 [id="node11" labelType="html" label=" Project " tooltip="Project [shardId#691790, orderProposalId#691791L, transform(items#691792, lambdafunction(struct(worklistShardItemId, lambda x_1787#691813.worklistShardItemId, quantityAfterProdPlantOptimization, lambda x_1787#691813.quantityAfterProdPlantOptimization, qty, lambda x_1787#691813.optimalQuantity), lambda x_1787#691813, false)) AS items#691811, optimizationGroups#691793, isOptimal#691794, 2026-08-10 09:31:40.973502 AS lastModified#691812, optimizationInsights#691795]"]; subgraph cluster12 { isCluster="true"; id="cluster12"; label="WholeStageCodegen (2)"; tooltip="WholeStageCodegen (2)"; 13 [id="node13" labelType="html" label=" Filter " tooltip="Filter ((isOptimal#691794 <=> true) AND (isnotnull(shardId#691790) AND isnotnull(orderProposalId#691791L)))"]; 14 [id="node14" labelType="html" label=" SerializeFromObject " tooltip="SerializeFromObject [if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(0))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 0, shardId), StringType, ObjectType(class java.lang.String)))) AS shardId#691790, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 1, orderProposalId), LongType, ObjectType(class java.lang.Long)).longValue()) AS orderProposalId#691791L, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(2))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(worklistShardItemId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 0, worklistShardItemId), LongType, ObjectType(class java.lang.Long)).longValue()), quantityAfterProdPlantOptimization, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 1, quantityAfterProdPlantOptimization), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), optimalQuantity, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 2, optimalQuantity), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), requestedQuantities, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else if (invoke(class [D.isInstance(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object))))) static_invoke(ArrayData.toArrayData(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object)))) else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object)), None)), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 2, items), ArrayType(StructType(StructField(worklistShardItemId,LongType,true),StructField(quantityAfterProdPlantOptimization,DoubleType,true),StructField(optimalQuantity,DoubleType,true),StructField(requestedQuantities,ArrayType(DoubleType,true),true)),true), ObjectType(class java.lang.Object)), None) AS items#691792, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(3))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(optGroupId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 0, optGroupId), StringType, ObjectType(class java.lang.String)))), assignmentDetails, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 1, assignmentDetails), StringType, ObjectType(class java.lang.String)))), minOrderProfile, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 2, minOrderProfile), StringType, ObjectType(class java.lang.String)))), minOrderGoal, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else named_struct(minOrderValue, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 0, minOrderValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), calculatedOrderValue, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 1, calculatedOrderValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), dimensionType, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 2, dimensionType), IntegerType, ObjectType(class java.lang.Integer)).intValue()), unit, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 3, unit), StringType, ObjectType(class java.lang.String)))), unitUuid, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(4))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 4, unitUuid), StringType, ObjectType(class java.lang.String)))), negligibleQuantitiesThreshold, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(5))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 5, negligibleQuantitiesThreshold), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), acceptanceThreshold, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(6))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 6, acceptanceThreshold), DoubleType, ObjectType(class java.lang.Double)).doubleValue()))), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 3, optimizationGroups), ArrayType(StructType(StructField(optGroupId,StringType,true),StructField(assignmentDetails,StringType,true),StructField(minOrderProfile,StringType,true),StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true)),true), ObjectType(class java.lang.Object)), None) AS optimizationGroups#691793, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(4))) null else invoke(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 4, isOptimal), BooleanType, ObjectType(class java.lang.Boolean)).booleanValue()) AS isOptimal#691794, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(5))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(internalInsightType, static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 0, internalInsightType), StringType, ObjectType(class java.lang.String)))), worklistShardItemId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 1, worklistShardItemId), LongType, ObjectType(class java.lang.Long)).longValue()), thresholdValue, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 2, thresholdValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), reachedValue, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 3, reachedValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), unitOfMeasure, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(4))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 4, unitOfMeasure), StringType, ObjectType(class java.lang.String)))), assignmentDetails, static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 5, assignmentDetails), StringType, ObjectType(class java.lang.String))))), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 5, optimizationInsights), ArrayType(StructType(StructField(internalInsightType,StringType,false),StructField(worklistShardItemId,LongType,true),StructField(thresholdValue,DoubleType,true),StructField(reachedValue,DoubleType,true),StructField(unitOfMeasure,StringType,true),StructField(assignmentDetails,StringType,false)),true), ObjectType(class java.lang.Object)), None) AS optimizationInsights#691795]"]; } 15 [id="node15" labelType="html" label=" Scan " tooltip="Scan[obj#691783]"]; subgraph cluster16 { isCluster="true"; id="cluster16"; label="WholeStageCodegen (8)"; tooltip="WholeStageCodegen (8)"; 17 [id="node17" labelType="html" label=" Sort " tooltip="Sort [shardId#691823 ASC NULLS FIRST, orderProposalId#691824L ASC NULLS FIRST, lastModified#691814 ASC NULLS FIRST], false, 0"]; } 18 [id="node18" labelType="html" label="Exchange number of partitions: 20" tooltip="Exchange hashpartitioning(shardId#691823, orderProposalId#691824L, lastModified#691814, 20), ENSURE_REQUIREMENTS, [plan_id=278141]"]; subgraph cluster19 { isCluster="true"; id="cluster19"; label="WholeStageCodegen (7)"; tooltip="WholeStageCodegen (7)"; 20 [id="node20" labelType="html" label=" Filter " tooltip="Filter isnotnull(lastModified#691814)"]; 21 [id="node21" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[shardId#691823, orderProposalId#691824L], functions=[max(lastModified#691828)])"]; } 22 [id="node22" labelType="html" label="Exchange number of partitions: 20" tooltip="Exchange hashpartitioning(shardId#691823, orderProposalId#691824L, 20), ENSURE_REQUIREMENTS, [plan_id=278136]"]; subgraph cluster23 { isCluster="true"; id="cluster23"; label="WholeStageCodegen (6)"; tooltip="WholeStageCodegen (6)"; 24 [id="node24" labelType="html" label=" HashAggregate " tooltip="HashAggregate(keys=[shardId#691823, orderProposalId#691824L], functions=[partial_max(lastModified#691828)])"]; } 25 [id="node25" labelType="html" label=" Union " tooltip="Union"]; subgraph cluster26 { isCluster="true"; id="cluster26"; label="WholeStageCodegen (4)"; tooltip="WholeStageCodegen (4)"; 27 [id="node27" labelType="html" label=" Project " tooltip="Project [shardId#691823, orderProposalId#691824L, lastModified#691828]"]; 28 [id="node28" labelType="html" label=" Filter " tooltip="Filter (isnotnull(shardId#691823) AND isnotnull(orderProposalId#691824L))"]; 29 [id="node29" labelType="html" label=" Scan ExistingRDD " tooltip="Scan ExistingRDD[shardId#691823,orderProposalId#691824L,items#691825,optimizationGroups#691826,isOptimal#691827,lastModified#691828,optimizationInsights#691829]"]; } subgraph cluster30 { isCluster="true"; id="cluster30"; label="WholeStageCodegen (5)"; tooltip="WholeStageCodegen (5)"; 31 [id="node31" labelType="html" label=" Project " tooltip="Project [shardId#691831, orderProposalId#691832L, 2026-08-10 09:31:40.973502 AS lastModified#691838]"]; 32 [id="node32" labelType="html" label=" Filter " tooltip="Filter ((isOptimal#691835 <=> true) AND (isnotnull(shardId#691831) AND isnotnull(orderProposalId#691832L)))"]; 33 [id="node33" labelType="html" label=" SerializeFromObject " tooltip="SerializeFromObject [if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(0))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 0, shardId), StringType, ObjectType(class java.lang.String)))) AS shardId#691831, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 1, orderProposalId), LongType, ObjectType(class java.lang.Long)).longValue()) AS orderProposalId#691832L, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(2))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(worklistShardItemId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 0, worklistShardItemId), LongType, ObjectType(class java.lang.Long)).longValue()), quantityAfterProdPlantOptimization, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 1, quantityAfterProdPlantOptimization), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), optimalQuantity, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 2, optimalQuantity), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), requestedQuantities, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else if (invoke(class [D.isInstance(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object))))) static_invoke(ArrayData.toArrayData(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object)))) else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object)), None)), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 2, items), ArrayType(StructType(StructField(worklistShardItemId,LongType,true),StructField(quantityAfterProdPlantOptimization,DoubleType,true),StructField(optimalQuantity,DoubleType,true),StructField(requestedQuantities,ArrayType(DoubleType,true),true)),true), ObjectType(class java.lang.Object)), None) AS items#691833, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(3))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(optGroupId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 0, optGroupId), StringType, ObjectType(class java.lang.String)))), assignmentDetails, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 1, assignmentDetails), StringType, ObjectType(class java.lang.String)))), minOrderProfile, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 2, minOrderProfile), StringType, ObjectType(class java.lang.String)))), minOrderGoal, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else named_struct(minOrderValue, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 0, minOrderValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), calculatedOrderValue, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 1, calculatedOrderValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), dimensionType, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 2, dimensionType), IntegerType, ObjectType(class java.lang.Integer)).intValue()), unit, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 3, unit), StringType, ObjectType(class java.lang.String)))), unitUuid, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(4))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 4, unitUuid), StringType, ObjectType(class java.lang.String)))), negligibleQuantitiesThreshold, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(5))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 5, negligibleQuantitiesThreshold), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), acceptanceThreshold, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(6))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 6, acceptanceThreshold), DoubleType, ObjectType(class java.lang.Double)).doubleValue()))), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 3, optimizationGroups), ArrayType(StructType(StructField(optGroupId,StringType,true),StructField(assignmentDetails,StringType,true),StructField(minOrderProfile,StringType,true),StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true)),true), ObjectType(class java.lang.Object)), None) AS optimizationGroups#691834, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(4))) null else invoke(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 4, isOptimal), BooleanType, ObjectType(class java.lang.Boolean)).booleanValue()) AS isOptimal#691835, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(5))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(internalInsightType, static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 0, internalInsightType), StringType, ObjectType(class java.lang.String)))), worklistShardItemId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 1, worklistShardItemId), LongType, ObjectType(class java.lang.Long)).longValue()), thresholdValue, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 2, thresholdValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), reachedValue, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 3, reachedValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), unitOfMeasure, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(4))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 4, unitOfMeasure), StringType, ObjectType(class java.lang.String)))), assignmentDetails, static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 5, assignmentDetails), StringType, ObjectType(class java.lang.String))))), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 5, optimizationInsights), ArrayType(StructType(StructField(internalInsightType,StringType,false),StructField(worklistShardItemId,LongType,true),StructField(thresholdValue,DoubleType,true),StructField(reachedValue,DoubleType,true),StructField(unitOfMeasure,StringType,true),StructField(assignmentDetails,StringType,false)),true), ObjectType(class java.lang.Object)), None) AS optimizationInsights#691836]"]; } 34 [id="node34" labelType="html" label=" Scan " tooltip="Scan[obj#691830]"]; 2->0; 3->2; 5->3; 6->5; 7->6; 9->7; 10->9; 11->7; 13->11; 14->13; 15->14; 17->3; 18->17; 20->18; 21->20; 22->21; 24->22; 25->24; 27->25; 28->27; 29->28; 31->25; 32->31; 33->32; 34->33; }

Details

== Physical Plan ==
DeserializeToObject (26)
+- * Project (25)
   +- * SortMergeJoin Inner (24)
      :- * Sort (9)
      :  +- Exchange (8)
      :     +- Union (7)
      :        :- * Filter (2)
      :        :  +- * Scan ExistingRDD (1)
      :        +- Project (6)
      :           +- * Filter (5)
      :              +- * SerializeFromObject (4)
      :                 +- Scan (3)
      +- * Sort (23)
         +- Exchange (22)
            +- * Filter (21)
               +- * HashAggregate (20)
                  +- Exchange (19)
                     +- * HashAggregate (18)
                        +- Union (17)
                           :- * Project (12)
                           :  +- * Filter (11)
                           :     +- * Scan ExistingRDD (10)
                           +- * Project (16)
                              +- * Filter (15)
                                 +- * SerializeFromObject (14)
                                    +- Scan (13)


(1) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#691803, orderProposalId#691804L, items#691805, optimizationGroups#691806, isOptimal#691807, lastModified#691808, optimizationInsights#691809]
Arguments: [shardId#691803, orderProposalId#691804L, items#691805, optimizationGroups#691806, isOptimal#691807, lastModified#691808, optimizationInsights#691809], MapPartitionsRDD[32796] at start at FileStorageAdapterImpl.java:592, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [7]: [shardId#691803, orderProposalId#691804L, items#691805, optimizationGroups#691806, isOptimal#691807, lastModified#691808, optimizationInsights#691809]
Condition : ((isnotnull(shardId#691803) AND isnotnull(orderProposalId#691804L)) AND isnotnull(lastModified#691808))

(3) Scan
Output [1]: [obj#691783]
Arguments: obj#691783: org.apache.spark.sql.Row, MapPartitionsRDD[32795] at start at FileStorageAdapterImpl.java:592

(4) SerializeFromObject [codegen id : 2]
Input [1]: [obj#691783]
Arguments: [if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(0))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 0, shardId), StringType, ObjectType(class java.lang.String)))) AS shardId#691790, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 1, orderProposalId), LongType, ObjectType(class java.lang.Long)).longValue()) AS orderProposalId#691791L, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(2))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(worklistShardItemId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 0, worklistShardItemId), LongType, ObjectType(class java.lang.Long)).longValue()), quantityAfterProdPlantOptimization, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 1, quantityAfterProdPlantOptimization), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), optimalQuantity, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 2, optimalQuantity), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), requestedQuantities, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else if (invoke(class [D.isInstance(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object))))) static_invoke(ArrayData.toArrayData(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object)))) else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object)), None)), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 2, items), ArrayType(StructType(StructField(worklistShardItemId,LongType,true),StructField(quantityAfterProdPlantOptimization,DoubleType,true),StructField(optimalQuantity,DoubleType,true),StructField(requestedQuantities,ArrayType(DoubleType,true),true)),true), ObjectType(class java.lang.Object)), None) AS items#691792, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(3))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(optGroupId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 0, optGroupId), StringType, ObjectType(class java.lang.String)))), assignmentDetails, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 1, assignmentDetails), StringType, ObjectType(class java.lang.String)))), minOrderProfile, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 2, minOrderProfile), StringType, ObjectType(class java.lang.String)))), minOrderGoal, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else named_struct(minOrderValue, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 0, minOrderValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), calculatedOrderValue, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 1, calculatedOrderValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), dimensionType, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 2, dimensionType), IntegerType, ObjectType(class java.lang.Integer)).intValue()), unit, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 3, unit), StringType, ObjectType(class java.lang.String)))), unitUuid, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(4))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 4, unitUuid), StringType, ObjectType(class java.lang.String)))), negligibleQuantitiesThreshold, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(5))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 5, negligibleQuantitiesThreshold), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), acceptanceThreshold, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(6))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 6, acceptanceThreshold), DoubleType, ObjectType(class java.lang.Double)).doubleValue()))), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 3, optimizationGroups), ArrayType(StructType(StructField(optGroupId,StringType,true),StructField(assignmentDetails,StringType,true),StructField(minOrderProfile,StringType,true),StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true)),true), ObjectType(class java.lang.Object)), None) AS optimizationGroups#691793, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(4))) null else invoke(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 4, isOptimal), BooleanType, ObjectType(class java.lang.Boolean)).booleanValue()) AS isOptimal#691794, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(5))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(internalInsightType, static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 0, internalInsightType), StringType, ObjectType(class java.lang.String)))), worklistShardItemId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 1, worklistShardItemId), LongType, ObjectType(class java.lang.Long)).longValue()), thresholdValue, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 2, thresholdValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), reachedValue, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 3, reachedValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), unitOfMeasure, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(4))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 4, unitOfMeasure), StringType, ObjectType(class java.lang.String)))), assignmentDetails, static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 5, assignmentDetails), StringType, ObjectType(class java.lang.String))))), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 5, optimizationInsights), ArrayType(StructType(StructField(internalInsightType,StringType,false),StructField(worklistShardItemId,LongType,true),StructField(thresholdValue,DoubleType,true),StructField(reachedValue,DoubleType,true),StructField(unitOfMeasure,StringType,true),StructField(assignmentDetails,StringType,false)),true), ObjectType(class java.lang.Object)), None) AS optimizationInsights#691795]

(5) Filter [codegen id : 2]
Input [6]: [shardId#691790, orderProposalId#691791L, items#691792, optimizationGroups#691793, isOptimal#691794, optimizationInsights#691795]
Condition : ((isOptimal#691794 <=> true) AND (isnotnull(shardId#691790) AND isnotnull(orderProposalId#691791L)))

(6) Project [codegen id : 1]
Output [7]: [shardId#691790, orderProposalId#691791L, transform(items#691792, lambdafunction(struct(worklistShardItemId, lambda x_1787#691813.worklistShardItemId, quantityAfterProdPlantOptimization, lambda x_1787#691813.quantityAfterProdPlantOptimization, qty, lambda x_1787#691813.optimalQuantity), lambda x_1787#691813, false)) AS items#691811, optimizationGroups#691793, isOptimal#691794, 2026-08-10 09:31:40.973502 AS lastModified#691812, optimizationInsights#691795]
Input [6]: [shardId#691790, orderProposalId#691791L, items#691792, optimizationGroups#691793, isOptimal#691794, optimizationInsights#691795]

(7) Union

(8) Exchange
Input [7]: [shardId#691803, orderProposalId#691804L, items#691805, optimizationGroups#691806, isOptimal#691807, lastModified#691808, optimizationInsights#691809]
Arguments: hashpartitioning(shardId#691803, orderProposalId#691804L, lastModified#691808, 20), ENSURE_REQUIREMENTS, [plan_id=278121]

(9) Sort [codegen id : 3]
Input [7]: [shardId#691803, orderProposalId#691804L, items#691805, optimizationGroups#691806, isOptimal#691807, lastModified#691808, optimizationInsights#691809]
Arguments: [shardId#691803 ASC NULLS FIRST, orderProposalId#691804L ASC NULLS FIRST, lastModified#691808 ASC NULLS FIRST], false, 0

(10) Scan ExistingRDD [codegen id : 4]
Output [7]: [shardId#691823, orderProposalId#691824L, items#691825, optimizationGroups#691826, isOptimal#691827, lastModified#691828, optimizationInsights#691829]
Arguments: [shardId#691823, orderProposalId#691824L, items#691825, optimizationGroups#691826, isOptimal#691827, lastModified#691828, optimizationInsights#691829], MapPartitionsRDD[32796] at start at FileStorageAdapterImpl.java:592, ExistingRDD, UnknownPartitioning(0)

(11) Filter [codegen id : 4]
Input [7]: [shardId#691823, orderProposalId#691824L, items#691825, optimizationGroups#691826, isOptimal#691827, lastModified#691828, optimizationInsights#691829]
Condition : (isnotnull(shardId#691823) AND isnotnull(orderProposalId#691824L))

(12) Project [codegen id : 4]
Output [3]: [shardId#691823, orderProposalId#691824L, lastModified#691828]
Input [7]: [shardId#691823, orderProposalId#691824L, items#691825, optimizationGroups#691826, isOptimal#691827, lastModified#691828, optimizationInsights#691829]

(13) Scan
Output [1]: [obj#691830]
Arguments: obj#691830: org.apache.spark.sql.Row, MapPartitionsRDD[32795] at start at FileStorageAdapterImpl.java:592

(14) SerializeFromObject [codegen id : 5]
Input [1]: [obj#691830]
Arguments: [if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(0))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 0, shardId), StringType, ObjectType(class java.lang.String)))) AS shardId#691831, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 1, orderProposalId), LongType, ObjectType(class java.lang.Long)).longValue()) AS orderProposalId#691832L, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(2))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(worklistShardItemId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 0, worklistShardItemId), LongType, ObjectType(class java.lang.Long)).longValue()), quantityAfterProdPlantOptimization, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 1, quantityAfterProdPlantOptimization), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), optimalQuantity, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 2, optimalQuantity), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), requestedQuantities, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else if (invoke(class [D.isInstance(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object))))) static_invoke(ArrayData.toArrayData(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object)))) else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -5), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -4), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(optimalQuantity,DoubleType,true), StructField(requestedQuantities,ArrayType(DoubleType,true),true), ObjectType(interface org.apache.spark.sql.Row)), 3, requestedQuantities), ArrayType(DoubleType,true), ObjectType(class java.lang.Object)), None)), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 2, items), ArrayType(StructType(StructField(worklistShardItemId,LongType,true),StructField(quantityAfterProdPlantOptimization,DoubleType,true),StructField(optimalQuantity,DoubleType,true),StructField(requestedQuantities,ArrayType(DoubleType,true),true)),true), ObjectType(class java.lang.Object)), None) AS items#691833, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(3))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(optGroupId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 0, optGroupId), StringType, ObjectType(class java.lang.String)))), assignmentDetails, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 1, assignmentDetails), StringType, ObjectType(class java.lang.String)))), minOrderProfile, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 2, minOrderProfile), StringType, ObjectType(class java.lang.String)))), minOrderGoal, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else named_struct(minOrderValue, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(0))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 0, minOrderValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), calculatedOrderValue, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 1, calculatedOrderValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), dimensionType, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 2, dimensionType), IntegerType, ObjectType(class java.lang.Integer)).intValue()), unit, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 3, unit), StringType, ObjectType(class java.lang.String)))), unitUuid, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(4))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 4, unitUuid), StringType, ObjectType(class java.lang.String)))), negligibleQuantitiesThreshold, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(5))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 5, negligibleQuantitiesThreshold), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), acceptanceThreshold, if (invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(6))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -6), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), ObjectType(interface org.apache.spark.sql.Row)), 3, minOrderGoal), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true), ObjectType(interface org.apache.spark.sql.Row)), 6, acceptanceThreshold), DoubleType, ObjectType(class java.lang.Double)).doubleValue()))), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 3, optimizationGroups), ArrayType(StructType(StructField(optGroupId,StringType,true),StructField(assignmentDetails,StringType,true),StructField(minOrderProfile,StringType,true),StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true)),true), ObjectType(class java.lang.Object)), None) AS optimizationGroups#691834, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(4))) null else invoke(validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 4, isOptimal), BooleanType, ObjectType(class java.lang.Boolean)).booleanValue()) AS isOptimal#691835, if (invoke(assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt(5))) null else mapobjects(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), if (isnull(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)))) null else named_struct(internalInsightType, static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 0, internalInsightType), StringType, ObjectType(class java.lang.String)))), worklistShardItemId, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(1))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 1, worklistShardItemId), LongType, ObjectType(class java.lang.Long)).longValue()), thresholdValue, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(2))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 2, thresholdValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), reachedValue, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(3))) null else invoke(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 3, reachedValue), DoubleType, ObjectType(class java.lang.Double)).doubleValue()), unitOfMeasure, if (invoke(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)).isNullAt(4))) null else static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 4, unitOfMeasure), StringType, ObjectType(class java.lang.String)))), assignmentDetails, static_invoke(UTF8String.fromString(validateexternaltype(getexternalrowfield(validateexternaltype(lambdavariable(MapObject, ObjectType(class java.lang.Object), true, -7), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), ObjectType(interface org.apache.spark.sql.Row)), 5, assignmentDetails), StringType, ObjectType(class java.lang.String))))), validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 5, optimizationInsights), ArrayType(StructType(StructField(internalInsightType,StringType,false),StructField(worklistShardItemId,LongType,true),StructField(thresholdValue,DoubleType,true),StructField(reachedValue,DoubleType,true),StructField(unitOfMeasure,StringType,true),StructField(assignmentDetails,StringType,false)),true), ObjectType(class java.lang.Object)), None) AS optimizationInsights#691836]

(15) Filter [codegen id : 5]
Input [6]: [shardId#691831, orderProposalId#691832L, items#691833, optimizationGroups#691834, isOptimal#691835, optimizationInsights#691836]
Condition : ((isOptimal#691835 <=> true) AND (isnotnull(shardId#691831) AND isnotnull(orderProposalId#691832L)))

(16) Project [codegen id : 5]
Output [3]: [shardId#691831, orderProposalId#691832L, 2026-08-10 09:31:40.973502 AS lastModified#691838]
Input [6]: [shardId#691831, orderProposalId#691832L, items#691833, optimizationGroups#691834, isOptimal#691835, optimizationInsights#691836]

(17) Union

(18) HashAggregate [codegen id : 6]
Input [3]: [shardId#691823, orderProposalId#691824L, lastModified#691828]
Keys [2]: [shardId#691823, orderProposalId#691824L]
Functions [1]: [partial_max(lastModified#691828)]
Aggregate Attributes [1]: [max#691854]
Results [3]: [shardId#691823, orderProposalId#691824L, max#691855]

(19) Exchange
Input [3]: [shardId#691823, orderProposalId#691824L, max#691855]
Arguments: hashpartitioning(shardId#691823, orderProposalId#691824L, 20), ENSURE_REQUIREMENTS, [plan_id=278136]

(20) HashAggregate [codegen id : 7]
Input [3]: [shardId#691823, orderProposalId#691824L, max#691855]
Keys [2]: [shardId#691823, orderProposalId#691824L]
Functions [1]: [max(lastModified#691828)]
Aggregate Attributes [1]: [max(lastModified#691828)#691822]
Results [3]: [shardId#691823, orderProposalId#691824L, max(lastModified#691828)#691822 AS lastModified#691814]

(21) Filter [codegen id : 7]
Input [3]: [shardId#691823, orderProposalId#691824L, lastModified#691814]
Condition : isnotnull(lastModified#691814)

(22) Exchange
Input [3]: [shardId#691823, orderProposalId#691824L, lastModified#691814]
Arguments: hashpartitioning(shardId#691823, orderProposalId#691824L, lastModified#691814, 20), ENSURE_REQUIREMENTS, [plan_id=278141]

(23) Sort [codegen id : 8]
Input [3]: [shardId#691823, orderProposalId#691824L, lastModified#691814]
Arguments: [shardId#691823 ASC NULLS FIRST, orderProposalId#691824L ASC NULLS FIRST, lastModified#691814 ASC NULLS FIRST], false, 0

(24) SortMergeJoin [codegen id : 9]
Left keys [3]: [shardId#691803, orderProposalId#691804L, lastModified#691808]
Right keys [3]: [shardId#691823, orderProposalId#691824L, lastModified#691814]
Join type: Inner
Join condition: None

(25) Project [codegen id : 9]
Output [7]: [shardId#691803, orderProposalId#691804L, items#691805, optimizationGroups#691806, isOptimal#691807, lastModified#691808, optimizationInsights#691809]
Input [10]: [shardId#691803, orderProposalId#691804L, items#691805, optimizationGroups#691806, isOptimal#691807, lastModified#691808, optimizationInsights#691809, shardId#691823, orderProposalId#691824L, lastModified#691814]

(26) DeserializeToObject
Input [7]: [shardId#691803, orderProposalId#691804L, items#691805, optimizationGroups#691806, isOptimal#691807, lastModified#691808, optimizationInsights#691809]
Arguments: createexternalrow(invoke(shardId#691803.toString()), static_invoke(java.lang.Long.valueOf(orderProposalId#691804L)), mapobjects(lambdavariable(MapObject, StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true), true, -1), if (isnull(lambdavariable(MapObject, StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true), true, -1))) null else createexternalrow(static_invoke(java.lang.Long.valueOf(lambdavariable(MapObject, StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true), true, -1).worklistShardItemId)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true), true, -1).quantityAfterProdPlantOptimization)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true), true, -1).qty)), StructField(worklistShardItemId,LongType,true), StructField(quantityAfterProdPlantOptimization,DoubleType,true), StructField(qty,DoubleType,true)), items#691805, Some(class scala.collection.mutable.ArraySeq)), mapobjects(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2), if (isnull(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2))) null else createexternalrow(invoke(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).optGroupId.toString()), invoke(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).assignmentDetails.toString()), invoke(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderProfile.toString()), if (isnull(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal)) null else createexternalrow(static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.minOrderValue)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.calculatedOrderValue)), static_invoke(java.lang.Integer.valueOf(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.dimensionType)), invoke(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.unit.toString()), invoke(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.unitUuid.toString()), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.negligibleQuantitiesThreshold)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true), true, -2).minOrderGoal.acceptanceThreshold)), StructField(minOrderValue,DoubleType,true), StructField(calculatedOrderValue,DoubleType,true), StructField(dimensionType,IntegerType,true), StructField(unit,StringType,true), StructField(unitUuid,StringType,true), StructField(negligibleQuantitiesThreshold,DoubleType,true), StructField(acceptanceThreshold,DoubleType,true)), StructField(optGroupId,StringType,true), StructField(assignmentDetails,StringType,true), StructField(minOrderProfile,StringType,true), StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true)), optimizationGroups#691806, Some(class scala.collection.mutable.ArraySeq)), static_invoke(java.lang.Boolean.valueOf(isOptimal#691807)), static_invoke(DateTimeUtils.toJavaTimestamp(lastModified#691808)), mapobjects(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3), if (isnull(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3))) null else createexternalrow(invoke(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).internalInsightType.toString()), static_invoke(java.lang.Long.valueOf(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).worklistShardItemId)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).thresholdValue)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).reachedValue)), invoke(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).unitOfMeasure.toString()), invoke(lambdavariable(MapObject, StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false), true, -3).assignmentDetails.toString()), StructField(internalInsightType,StringType,false), StructField(worklistShardItemId,LongType,true), StructField(thresholdValue,DoubleType,true), StructField(reachedValue,DoubleType,true), StructField(unitOfMeasure,StringType,true), StructField(assignmentDetails,StringType,false)), optimizationInsights#691809, Some(class scala.collection.mutable.ArraySeq)), StructField(shardId,StringType,true), StructField(orderProposalId,LongType,true), StructField(items,ArrayType(StructType(StructField(worklistShardItemId,LongType,true),StructField(quantityAfterProdPlantOptimization,DoubleType,true),StructField(qty,DoubleType,true)),true),true), StructField(optimizationGroups,ArrayType(StructType(StructField(optGroupId,StringType,true),StructField(assignmentDetails,StringType,true),StructField(minOrderProfile,StringType,true),StructField(minOrderGoal,StructType(StructField(minOrderValue,DoubleType,true),StructField(calculatedOrderValue,DoubleType,true),StructField(dimensionType,IntegerType,true),StructField(unit,StringType,true),StructField(unitUuid,StringType,true),StructField(negligibleQuantitiesThreshold,DoubleType,true),StructField(acceptanceThreshold,DoubleType,true)),true)),true),true), StructField(isOptimal,BooleanType,true), StructField(lastModified,TimestampType,true), StructField(optimizationInsights,ArrayType(StructType(StructField(internalInsightType,StringType,false),StructField(worklistShardItemId,LongType,true),StructField(thresholdValue,DoubleType,true),StructField(reachedValue,DoubleType,true),StructField(unitOfMeasure,StringType,true),StructField(assignmentDetails,StringType,false)),true),true)), obj#691853: org.apache.spark.sql.Row

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	4
spark.sql.adaptive.enabled	false
spark.sql.cbo.enabled	false
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true
spark.sql.requireAllClusterKeysForDistribution	false
spark.sql.shuffle.partitions	20
temporal.activity.id	a30adad7-c5e1-3fad-a74a-a2077d57c178
temporal.activity.type	RunStreamWithId