digraph G {
0 [id="node0" labelType="html" label="<br><b>DeserializeToObject</b><br><br>" tooltip="DeserializeToObject createexternalrow(invoke(shardId#3615106.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#3615107L)), static_invoke(java.lang.Double.valueOf(qty#3615109)), invoke(demandChannel#3615110.toString()), invoke(demandStream#3615111.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#3615112, 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#3615607: org.apache.spark.sql.Row"];
1 [id="node1" labelType="html" label="<br><b>InMemoryTableScan</b><br><br>" tooltip="InMemoryTableScan [shardId#3615106, worklistShardItemId#3615107L, qty#3615109, demandChannel#3615110, demandStream#3615111, kpis#3615112]"];
2 [id="node2" labelType="html" label="<br><b>Exchange</b><br><br>" tooltip="Exchange hashpartitioning(worklistShardItemId#3615107L, 30), REPARTITION_BY_NUM, [plan_id=1034785]"];
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#3615110, shardId#3615106, kpis#3615112, version#3615108, qty#3615109, worklistShardItemId#3615107L, demandStream#3615111], functions=[])"];
}
5 [id="node5" labelType="html" label="<br><b>Exchange</b><br><br>" tooltip="Exchange hashpartitioning(demandChannel#3615110, shardId#3615106, kpis#3615112, version#3615108, qty#3615109, worklistShardItemId#3615107L, demandStream#3615111, 30), ENSURE_REQUIREMENTS, [plan_id=1034781]"];
6 [id="node6" labelType="html" label="<br><b>HashAggregate</b><br><br>" tooltip="HashAggregate(keys=[demandChannel#3615110, shardId#3615106, knownfloatingpointnormalized(transform(kpis#3615112, lambdafunction(knownfloatingpointnormalized(if (isnull(lambda arg#3615199)) null else named_struct(label, lambda arg#3615199.label, dateTime, lambda arg#3615199.dateTime, value, knownfloatingpointnormalized(normalizenanandzero(lambda arg#3615199.value)))), lambda arg#3615199, false))) AS kpis#3615112, version#3615108, knownfloatingpointnormalized(normalizenanandzero(qty#3615109)) AS qty#3615109, worklistShardItemId#3615107L, demandStream#3615111], 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#3615106,worklistShardItemId#3615107L,version#3615108,qty#3615109,demandChannel#3615110,demandStream#3615111,kpis#3615112]"];
}
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#3615106, worklistShardItemId#3615107L, qty#3615109, demandChannel#3615110, demandStream#3615111, kpis#3615112]
Arguments: [shardId#3615106, worklistShardItemId#3615107L, qty#3615109, demandChannel#3615110, demandStream#3615111, kpis#3615112]
(2) InMemoryRelation
Arguments: [shardId#3615106, worklistShardItemId#3615107L, version#3615108, qty#3615109, demandChannel#3615110, demandStream#3615111, kpis#3615112], StorageLevel(disk, memory, 2 replicas)
(3) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3615106, worklistShardItemId#3615107L, version#3615108, qty#3615109, demandChannel#3615110, demandStream#3615111, kpis#3615112]
Arguments: [shardId#3615106, worklistShardItemId#3615107L, version#3615108, qty#3615109, demandChannel#3615110, demandStream#3615111, kpis#3615112], SQLExecutionRDD[154103] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)
(4) HashAggregate
Input [7]: [shardId#3615106, worklistShardItemId#3615107L, version#3615108, qty#3615109, demandChannel#3615110, demandStream#3615111, kpis#3615112]
Keys [7]: [demandChannel#3615110, shardId#3615106, knownfloatingpointnormalized(transform(kpis#3615112, lambdafunction(knownfloatingpointnormalized(if (isnull(lambda arg#3615199)) null else named_struct(label, lambda arg#3615199.label, dateTime, lambda arg#3615199.dateTime, value, knownfloatingpointnormalized(normalizenanandzero(lambda arg#3615199.value)))), lambda arg#3615199, false))) AS kpis#3615112, version#3615108, knownfloatingpointnormalized(normalizenanandzero(qty#3615109)) AS qty#3615109, worklistShardItemId#3615107L, demandStream#3615111]
Functions: []
Aggregate Attributes: []
Results [7]: [demandChannel#3615110, shardId#3615106, kpis#3615112, version#3615108, qty#3615109, worklistShardItemId#3615107L, demandStream#3615111]
(5) Exchange
Input [7]: [demandChannel#3615110, shardId#3615106, kpis#3615112, version#3615108, qty#3615109, worklistShardItemId#3615107L, demandStream#3615111]
Arguments: hashpartitioning(demandChannel#3615110, shardId#3615106, kpis#3615112, version#3615108, qty#3615109, worklistShardItemId#3615107L, demandStream#3615111, 30), ENSURE_REQUIREMENTS, [plan_id=1034781]
(6) HashAggregate [codegen id : 2]
Input [7]: [demandChannel#3615110, shardId#3615106, kpis#3615112, version#3615108, qty#3615109, worklistShardItemId#3615107L, demandStream#3615111]
Keys [7]: [demandChannel#3615110, shardId#3615106, kpis#3615112, version#3615108, qty#3615109, worklistShardItemId#3615107L, demandStream#3615111]
Functions: []
Aggregate Attributes: []
Results [7]: [shardId#3615106, worklistShardItemId#3615107L, version#3615108, qty#3615109, demandChannel#3615110, demandStream#3615111, kpis#3615112]
(7) Exchange
Input [7]: [shardId#3615106, worklistShardItemId#3615107L, version#3615108, qty#3615109, demandChannel#3615110, demandStream#3615111, kpis#3615112]
Arguments: hashpartitioning(worklistShardItemId#3615107L, 30), REPARTITION_BY_NUM, [plan_id=1034785]
(8) DeserializeToObject
Input [6]: [shardId#3615106, worklistShardItemId#3615107L, qty#3615109, demandChannel#3615110, demandStream#3615111, kpis#3615112]
Arguments: createexternalrow(invoke(shardId#3615106.toString()), static_invoke(java.lang.Long.valueOf(worklistShardItemId#3615107L)), static_invoke(java.lang.Double.valueOf(qty#3615109)), invoke(demandChannel#3615110.toString()), invoke(demandStream#3615111.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#3615112, 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#3615607: org.apache.spark.sql.Row