digraph G {
0 [id="node0" labelType="html" label="<br><b>DeserializeToObject</b><br><br>" tooltip="DeserializeToObject createexternalrow(invoke(shardId#912737.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#912738L)), static_invoke(java.lang.Double.valueOf(qty#912740)), invoke(demandChannel#912741.toString()), invoke(demandStream#912742.toString()), mapobjects(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), true, -1), if (isnull(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), true, -1))) null else createexternalrow(invoke(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), true, -1).label.toString()), static_invoke(DateTimeUtils.toJavaTimestamp(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), true, -1).dateTime)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), true, -1).value)), StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true)), kpis#912743, Some(class scala.collection.mutable.ArraySeq)), StructField(shardId,StringType,true), StructField(worklistShardItemId,LongType,true), StructField(qty,DoubleType,true), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpis,ArrayType(StructType(StructField(label,StringType,true),StructField(dateTime,TimestampType,true),StructField(value,DoubleType,true)),true),true)), obj#977753: org.apache.spark.sql.Row"];
1 [id="node1" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [shardId#912737, worklistShardItemId#912738L, qty#912740, demandChannel#912741, demandStream#912742, kpis#912743]"];
2 [id="node2" labelType="html" label="<br><b>Exchange</b><br><br>" tooltip="Exchange hashpartitioning(worklistShardItemId#912738L, 20), REPARTITION_BY_NUM, [plan_id=378592]"];
subgraph cluster3 {
isCluster="true";
id="cluster3";
label="WholeStageCodegen (2)";
tooltip="WholeStageCodegen (2)";
4 [id="node4" labelType="html" label="<br><b>HashAggregate</b><br><br>" tooltip="HashAggregate(keys=[demandChannel#912741, shardId#912737, kpis#912743, version#912739, qty#912740, worklistShardItemId#912738L, demandStream#912742], functions=[])"];
}
5 [id="node5" labelType="html" label="<br><b>Exchange</b><br><br>" tooltip="Exchange hashpartitioning(demandChannel#912741, shardId#912737, kpis#912743, version#912739, qty#912740, worklistShardItemId#912738L, demandStream#912742, 20), ENSURE_REQUIREMENTS, [plan_id=378588]"];
6 [id="node6" labelType="html" label="<br><b>HashAggregate</b><br><br>" tooltip="HashAggregate(keys=[demandChannel#912741, shardId#912737, knownfloatingpointnormalized(transform(kpis#912743, lambdafunction(knownfloatingpointnormalized(if (isnull(lambda arg#977518)) null else named_struct(label, lambda arg#977518.label, dateTime, lambda arg#977518.dateTime, value, knownfloatingpointnormalized(normalizenanandzero(lambda arg#977518.value)))), lambda arg#977518, false))) AS kpis#912743, version#912739, knownfloatingpointnormalized(normalizenanandzero(qty#912740)) AS qty#912740, worklistShardItemId#912738L, demandStream#912742], functions=[])"];
subgraph cluster7 {
isCluster="true";
id="cluster7";
label="WholeStageCodegen (1)";
tooltip="WholeStageCodegen (1)";
8 [id="node8" labelType="html" label="<br><b>Scan ExistingRDD</b><br><br>" tooltip="Scan ExistingRDD[shardId#912737,worklistShardItemId#912738L,version#912739,qty#912740,demandChannel#912741,demandStream#912742,kpis#912743]"];
}
1->0;
2->1;
4->2;
5->4;
6->5;
8->6;
}
== Physical Plan ==
DeserializeToObject (8)
+- InMemoryTableScan (1)
+- InMemoryRelation (2)
+- Exchange (7)
+- * HashAggregate (6)
+- Exchange (5)
+- HashAggregate (4)
+- * Scan ExistingRDD (3)
(1) InMemoryTableScan
Output [6]: [shardId#912737, worklistShardItemId#912738L, qty#912740, demandChannel#912741, demandStream#912742, kpis#912743]
Arguments: [shardId#912737, worklistShardItemId#912738L, qty#912740, demandChannel#912741, demandStream#912742, kpis#912743]
(2) InMemoryRelation
Arguments: [shardId#912737, worklistShardItemId#912738L, version#912739, qty#912740, demandChannel#912741, demandStream#912742, kpis#912743], StorageLevel(disk, memory, 2 replicas)
(3) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#912737, worklistShardItemId#912738L, version#912739, qty#912740, demandChannel#912741, demandStream#912742, kpis#912743]
Arguments: [shardId#912737, worklistShardItemId#912738L, version#912739, qty#912740, demandChannel#912741, demandStream#912742, kpis#912743], SQLExecutionRDD[45571] at start at FileStorageAdapterImpl.java:592, ExistingRDD, UnknownPartitioning(0)
(4) HashAggregate
Input [7]: [shardId#912737, worklistShardItemId#912738L, version#912739, qty#912740, demandChannel#912741, demandStream#912742, kpis#912743]
Keys [7]: [demandChannel#912741, shardId#912737, knownfloatingpointnormalized(transform(kpis#912743, lambdafunction(knownfloatingpointnormalized(if (isnull(lambda arg#977518)) null else named_struct(label, lambda arg#977518.label, dateTime, lambda arg#977518.dateTime, value, knownfloatingpointnormalized(normalizenanandzero(lambda arg#977518.value)))), lambda arg#977518, false))) AS kpis#912743, version#912739, knownfloatingpointnormalized(normalizenanandzero(qty#912740)) AS qty#912740, worklistShardItemId#912738L, demandStream#912742]
Functions: []
Aggregate Attributes: []
Results [7]: [demandChannel#912741, shardId#912737, kpis#912743, version#912739, qty#912740, worklistShardItemId#912738L, demandStream#912742]
(5) Exchange
Input [7]: [demandChannel#912741, shardId#912737, kpis#912743, version#912739, qty#912740, worklistShardItemId#912738L, demandStream#912742]
Arguments: hashpartitioning(demandChannel#912741, shardId#912737, kpis#912743, version#912739, qty#912740, worklistShardItemId#912738L, demandStream#912742, 20), ENSURE_REQUIREMENTS, [plan_id=378588]
(6) HashAggregate [codegen id : 2]
Input [7]: [demandChannel#912741, shardId#912737, kpis#912743, version#912739, qty#912740, worklistShardItemId#912738L, demandStream#912742]
Keys [7]: [demandChannel#912741, shardId#912737, kpis#912743, version#912739, qty#912740, worklistShardItemId#912738L, demandStream#912742]
Functions: []
Aggregate Attributes: []
Results [7]: [shardId#912737, worklistShardItemId#912738L, version#912739, qty#912740, demandChannel#912741, demandStream#912742, kpis#912743]
(7) Exchange
Input [7]: [shardId#912737, worklistShardItemId#912738L, version#912739, qty#912740, demandChannel#912741, demandStream#912742, kpis#912743]
Arguments: hashpartitioning(worklistShardItemId#912738L, 20), REPARTITION_BY_NUM, [plan_id=378592]
(8) DeserializeToObject
Input [6]: [shardId#912737, worklistShardItemId#912738L, qty#912740, demandChannel#912741, demandStream#912742, kpis#912743]
Arguments: createexternalrow(invoke(shardId#912737.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#912738L)), static_invoke(java.lang.Double.valueOf(qty#912740)), invoke(demandChannel#912741.toString()), invoke(demandStream#912742.toString()), mapobjects(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), true, -1), if (isnull(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), true, -1))) null else createexternalrow(invoke(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), true, -1).label.toString()), static_invoke(DateTimeUtils.toJavaTimestamp(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), true, -1).dateTime)), static_invoke(java.lang.Double.valueOf(lambdavariable(MapObject, StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true), true, -1).value)), StructField(label,StringType,true), StructField(dateTime,TimestampType,true), StructField(value,DoubleType,true)), kpis#912743, Some(class scala.collection.mutable.ArraySeq)), StructField(shardId,StringType,true), StructField(worklistShardItemId,LongType,true), StructField(qty,DoubleType,true), StructField(demandChannel,StringType,true), StructField(demandStream,StringType,true), StructField(kpis,ArrayType(StructType(StructField(label,StringType,true),StructField(dateTime,TimestampType,true),StructField(value,DoubleType,true)),true),true)), obj#977753: org.apache.spark.sql.Row