digraph G {
subgraph cluster0 {
isCluster="true";
id="cluster0";
label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n36 ms (0 ms, 1 ms, 5 ms (stage 1577574.0: task 2946523))";
tooltip="WholeStageCodegen (4)";
1 [id="node1" labelType="html" label="<b>HashAggregate</b><br><br>spill size: 0.0 B<br>time in aggregation build total (min, med, max (stageId: taskId))<br>19 ms (0 ms, 0 ms, 4 ms (stage 1577574.0: task 2946526))<br>peak memory total (min, med, max (stageId: taskId))<br>9.5 MiB (256.0 KiB, 256.0 KiB, 2.3 MiB (stage 1577574.0: task 2946516))<br>number of output rows: 1<br>number of sort fallback tasks: 0<br>avg hash probes per key: 1" tooltip="HashAggregate(keys=[shardId#6608407], functions=[sum(CASE WHEN NOT (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END), sum(CASE WHEN (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END)])"];
}
2 [id="node2" labelType="html" label="<b>Exchange</b><br><br>shuffle records written: 15<br>remote merged reqs duration: 0 ms<br>remote merged blocks fetched: 0<br>records read: 15<br>local bytes read: 1010.0 B<br>merged fetch fallback count: 0<br>local blocks read: 10<br>remote merged chunks fetched: 0<br>remote blocks read: 5<br>data size total (min, med, max (stageId: taskId))<br>720.0 B (48.0 B, 48.0 B, 48.0 B (stage 1577573.0: task 2946488))<br>local merged bytes read: 0.0 B<br>local merged chunks fetched: 0<br>shuffle write time total (min, med, max (stageId: taskId))<br>7 ms (0 ms, 0 ms, 0 ms (stage 1577573.0: task 2946503))<br>remote merged bytes read: 0.0 B<br>local merged blocks fetched: 0<br>corrupt merged block chunks: 0<br>fetch wait time: 0 ms<br>remote bytes read: 505.0 B<br>number of partitions: 30<br>remote reqs duration: 4 ms<br>remote bytes read to disk: 0.0 B<br>shuffle bytes written total (min, med, max (stageId: taskId))<br>1515.0 B (101.0 B, 101.0 B, 101.0 B (stage 1577573.0: task 2946488))" tooltip="Exchange hashpartitioning(shardId#6608407, 30), ENSURE_REQUIREMENTS, [plan_id=3475346]"];
subgraph cluster3 {
isCluster="true";
id="cluster3";
label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n999 ms (0 ms, 31 ms, 134 ms (stage 1577573.0: task 2946489))";
tooltip="WholeStageCodegen (3)";
4 [id="node4" labelType="html" label="<b>HashAggregate</b><br><br>spill size: 0.0 B<br>time in aggregation build total (min, med, max (stageId: taskId))<br>25 ms (0 ms, 0 ms, 7 ms (stage 1577573.0: task 2946489))<br>peak memory total (min, med, max (stageId: taskId))<br>7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 1577573.0: task 2946488))<br>number of output rows: 15<br>number of sort fallback tasks: 0<br>avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#6608407], functions=[partial_sum(CASE WHEN NOT (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END), partial_sum(CASE WHEN (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END)])"];
5 [id="node5" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [shardId#6608407, isFallbackOrderOnly#6609137]"];
6 [id="node6" labelType="html" label="<b>BroadcastHashJoin</b><br><br>number of output rows: 415" tooltip="BroadcastHashJoin [worklistShardItemId#6608919L], [worklistShardItemId#6609143L], LeftOuter, BuildRight, (shardId#6608407 = 0_1_10000002290), false"];
7 [id="node7" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [shardId#6608407, item#6608918L AS worklistShardItemId#6608919L]"];
8 [id="node8" labelType="html" label="<b>Generate</b><br><br>number of output rows: 415" tooltip="Generate explode(_extract_worklistShardItemId#6619391), [shardId#6608407], false, [item#6608918L]"];
9 [id="node9" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [shardId#6608407, items#6608409.worklistShardItemId AS _extract_worklistShardItemId#6619391]"];
10 [id="node10" labelType="html" label="<b>Filter</b><br><br>number of output rows: 22" tooltip="Filter ((size(items#6608409.worklistShardItemId, true) > 0) AND isnotnull(items#6608409.worklistShardItemId))"];
}
11 [id="node11" labelType="html" label="<b>InMemoryTableScan</b><br><br>number of output rows: 22" tooltip="InMemoryTableScan [items#6608409, shardId#6608407], [(size(items#6608409.worklistShardItemId, true) > 0), isnotnull(items#6608409.worklistShardItemId)]"];
subgraph cluster12 {
isCluster="true";
id="cluster12";
label="WholeStageCodegen (1)\n \nduration: 0 ms";
tooltip="WholeStageCodegen (1)";
13 [id="node13" labelType="html" label="<b>Filter</b><br><br>number of output rows: 0" tooltip="Filter (isnotnull(shardId#6608407) AND (shardId#6608407 = 0_1_10000002290))"];
}
14 [id="node14" labelType="html" label="<b>InMemoryTableScan</b><br><br>number of output rows: 0" tooltip="InMemoryTableScan [shardId#6608407, orderProposalId#6608408L, items#6608409, optimizationGroups#6608410, isOptimal#6608411, optimizationInsights#6608413], [isnotnull(shardId#6608407), (shardId#6608407 = 0_1_10000002290)]"];
subgraph cluster15 {
isCluster="true";
id="cluster15";
label="WholeStageCodegen (1)\n \nduration: 0 ms";
tooltip="WholeStageCodegen (1)";
16 [id="node16" labelType="html" label="<b>Filter</b><br><br>number of output rows: 0" tooltip="Filter (isnotnull(shardId#6608407) AND (shardId#6608407 = 0_1_10000002290))"];
17 [id="node17" labelType="html" label="<b>Scan ExistingRDD</b><br><br>number of output rows: 0" tooltip="Scan ExistingRDD[shardId#6608407,orderProposalId#6608408L,items#6608409,optimizationGroups#6608410,isOptimal#6608411,lastModified#6608412,optimizationInsights#6608413]"];
}
18 [id="node18" labelType="html" label="<b>BroadcastExchange</b><br><br>time to broadcast: 0 ms<br>time to build: 0 ms<br>time to collect: 412 ms<br>number of output rows: 415<br>data size: 1036.9 KiB" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[0, bigint, true]),false), [plan_id=3475340]"];
subgraph cluster19 {
isCluster="true";
id="cluster19";
label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n66 ms (1 ms, 2 ms, 4 ms (stage 1577440.0: task 2946477))";
tooltip="WholeStageCodegen (2)";
20 [id="node20" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [worklistShardItemId#6609143L, isFallbackOrderOnly#6609137]"];
}
21 [id="node21" labelType="html" label="<b>Exchange</b><br><br>shuffle records written: 415<br>remote merged reqs duration: 0 ms<br>remote merged blocks fetched: 0<br>records read: 415<br>local bytes read total (min, med, max (stageId: taskId))<br>10.5 KiB (158.0 B, 336.0 B, 658.0 B (stage 1577440.0: task 2946464))<br>merged fetch fallback count: 0<br>local blocks read: 133<br>remote merged chunks fetched: 0<br>remote blocks read: 216<br>data size total (min, med, max (stageId: taskId))<br>9.7 KiB (72.0 B, 264.0 B, 552.0 B (stage 1577439.0: task 2946419))<br>local merged bytes read: 0.0 B<br>local merged chunks fetched: 0<br>shuffle write time total (min, med, max (stageId: taskId))<br>29 ms (0 ms, 0 ms, 1 ms (stage 1577439.0: task 2946421))<br>remote merged bytes read: 0.0 B<br>local merged blocks fetched: 0<br>corrupt merged block chunks: 0<br>fetch wait time total (min, med, max (stageId: taskId))<br>17 ms (0 ms, 1 ms, 2 ms (stage 1577440.0: task 2946480))<br>remote bytes read total (min, med, max (stageId: taskId))<br>17.0 KiB (167.0 B, 571.0 B, 965.0 B (stage 1577440.0: task 2946481))<br>number of partitions: 30<br>remote reqs duration total (min, med, max (stageId: taskId))<br>123 ms (2 ms, 4 ms, 8 ms (stage 1577440.0: task 2946463))<br>remote bytes read to disk: 0.0 B<br>shuffle bytes written total (min, med, max (stageId: taskId))<br>27.5 KiB (237.0 B, 725.0 B, 1467.0 B (stage 1577439.0: task 2946419))" tooltip="Exchange hashpartitioning(worklistShardItemId#6609143L, 30), REPARTITION_BY_NUM, [plan_id=3475336]"];
subgraph cluster22 {
isCluster="true";
id="cluster22";
label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n3.5 s (77 ms, 94 ms, 129 ms (stage 1577439.0: task 2946419))";
tooltip="WholeStageCodegen (1)";
23 [id="node23" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [isFallbackOrderOnly#6609137, worklistShardItemId#6609143L]"];
24 [id="node24" labelType="html" label="<b>Filter</b><br><br>number of output rows: 415" tooltip="Filter isnotnull(worklistShardItemId#6609143L)"];
25 [id="node25" labelType="html" label="<b>ColumnarToRow</b><br><br>number of output rows: 415<br>number of input batches: 37" tooltip="ColumnarToRow"];
}
26 [id="node26" labelType="html" label="<b>Scan parquet </b><br><br>number of files read: 37<br>scan time total (min, med, max (stageId: taskId))<br>3.3 s (75 ms, 91 ms, 114 ms (stage 1577439.0: task 2946432))<br>dynamic partition pruning time: 0 ms<br>metadata time: 0 ms<br>size of files read: 787.6 KiB<br>number of output rows: 415<br>number of partitions read: 1" tooltip="FileScan parquet [isFallbackOrderOnly#6609137,worklistShardItemId#6609143L,shardId#6609164,sequenceId#6609142] Batched: true, DataFilters: [isnotnull(worklistShardItemId#6609143L)], Format: Parquet, Location: PreparedDeltaFileIndex(1 paths)[hdlfs://dac252a8-bd1b-4f30-995e-f6d4a08836d2.files.hdl.prod-eu20...., PartitionFilters: [isnotnull(shardId#6609164), isnotnull(sequenceId#6609142), (shardId#6609164 = 0_1_10000002290), ..., PushedFilters: [IsNotNull(worklistShardItemId)], ReadSchema: struct<isFallbackOrderOnly:boolean,worklistShardItemId:bigint>"];
2->1;
4->2;
5->4;
6->5;
7->6;
8->7;
9->8;
10->9;
11->10;
13->11;
14->13;
16->14;
17->16;
18->6;
20->18;
21->20;
23->21;
24->23;
25->24;
26->25;
}
== Physical Plan ==
* HashAggregate (23)
+- Exchange (22)
+- * HashAggregate (21)
+- * Project (20)
+- * BroadcastHashJoin LeftOuter BuildRight (19)
:- * Project (11)
: +- * Generate (10)
: +- * Project (9)
: +- * Filter (8)
: +- InMemoryTableScan (1)
: +- InMemoryRelation (2)
: +- * Filter (7)
: +- InMemoryTableScan (3)
: +- InMemoryRelation (4)
: +- * Filter (6)
: +- * Scan ExistingRDD (5)
+- BroadcastExchange (18)
+- * Project (17)
+- Exchange (16)
+- * Project (15)
+- * Filter (14)
+- * ColumnarToRow (13)
+- Scan parquet (12)
(1) InMemoryTableScan
Output [2]: [items#6608409, shardId#6608407]
Arguments: [items#6608409, shardId#6608407], [(size(items#6608409.worklistShardItemId, true) > 0), isnotnull(items#6608409.worklistShardItemId)]
(2) InMemoryRelation
Arguments: [shardId#6608407, orderProposalId#6608408L, items#6608409, optimizationGroups#6608410, isOptimal#6608411, optimizationInsights#6608413], StorageLevel(disk, memory, 2 replicas)
(3) InMemoryTableScan
Output [6]: [shardId#6608407, orderProposalId#6608408L, items#6608409, optimizationGroups#6608410, isOptimal#6608411, optimizationInsights#6608413]
Arguments: [shardId#6608407, orderProposalId#6608408L, items#6608409, optimizationGroups#6608410, isOptimal#6608411, optimizationInsights#6608413], [isnotnull(shardId#6608407), (shardId#6608407 = 0_1_10000002290)]
(4) InMemoryRelation
Arguments: [shardId#6608407, orderProposalId#6608408L, items#6608409, optimizationGroups#6608410, isOptimal#6608411, lastModified#6608412, optimizationInsights#6608413], StorageLevel(disk, memory, 2 replicas)
(5) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#6608407, orderProposalId#6608408L, items#6608409, optimizationGroups#6608410, isOptimal#6608411, lastModified#6608412, optimizationInsights#6608413]
Arguments: [shardId#6608407, orderProposalId#6608408L, items#6608409, optimizationGroups#6608410, isOptimal#6608411, lastModified#6608412, optimizationInsights#6608413], MapPartitionsRDD[467832] at start at FileStorageAdapterImpl.java:598, ExistingRDD, UnknownPartitioning(0)
(6) Filter [codegen id : 1]
Input [7]: [shardId#6608407, orderProposalId#6608408L, items#6608409, optimizationGroups#6608410, isOptimal#6608411, lastModified#6608412, optimizationInsights#6608413]
Condition : (isnotnull(shardId#6608407) AND (shardId#6608407 = 0_1_10000002290))
(7) Filter [codegen id : 1]
Input [6]: [shardId#6608407, orderProposalId#6608408L, items#6608409, optimizationGroups#6608410, isOptimal#6608411, optimizationInsights#6608413]
Condition : (isnotnull(shardId#6608407) AND (shardId#6608407 = 0_1_10000002290))
(8) Filter [codegen id : 3]
Input [2]: [items#6608409, shardId#6608407]
Condition : ((size(items#6608409.worklistShardItemId, true) > 0) AND isnotnull(items#6608409.worklistShardItemId))
(9) Project [codegen id : 3]
Output [2]: [shardId#6608407, items#6608409.worklistShardItemId AS _extract_worklistShardItemId#6619391]
Input [2]: [items#6608409, shardId#6608407]
(10) Generate [codegen id : 3]
Input [2]: [shardId#6608407, _extract_worklistShardItemId#6619391]
Arguments: explode(_extract_worklistShardItemId#6619391), [shardId#6608407], false, [item#6608918L]
(11) Project [codegen id : 3]
Output [2]: [shardId#6608407, item#6608918L AS worklistShardItemId#6608919L]
Input [2]: [shardId#6608407, item#6608918L]
(12) Scan parquet
Output [4]: [isFallbackOrderOnly#6609137, worklistShardItemId#6609143L, shardId#6609164, sequenceId#6609142]
Batched: true
Location: PreparedDeltaFileIndex [hdlfs://dac252a8-bd1b-4f30-995e-f6d4a08836d2.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-order-qty-opt-service/internal/prod-plant-snapshot/10000002290]
PartitionFilters: [isnotnull(shardId#6609164), isnotnull(sequenceId#6609142), (shardId#6609164 = 0_1_10000002290), (sequenceId#6609142 = 3)]
PushedFilters: [IsNotNull(worklistShardItemId)]
ReadSchema: struct<isFallbackOrderOnly:boolean,worklistShardItemId:bigint>
(13) ColumnarToRow [codegen id : 1]
Input [4]: [isFallbackOrderOnly#6609137, worklistShardItemId#6609143L, shardId#6609164, sequenceId#6609142]
(14) Filter [codegen id : 1]
Input [4]: [isFallbackOrderOnly#6609137, worklistShardItemId#6609143L, shardId#6609164, sequenceId#6609142]
Condition : isnotnull(worklistShardItemId#6609143L)
(15) Project [codegen id : 1]
Output [2]: [isFallbackOrderOnly#6609137, worklistShardItemId#6609143L]
Input [4]: [isFallbackOrderOnly#6609137, worklistShardItemId#6609143L, shardId#6609164, sequenceId#6609142]
(16) Exchange
Input [2]: [isFallbackOrderOnly#6609137, worklistShardItemId#6609143L]
Arguments: hashpartitioning(worklistShardItemId#6609143L, 30), REPARTITION_BY_NUM, [plan_id=3475336]
(17) Project [codegen id : 2]
Output [2]: [worklistShardItemId#6609143L, isFallbackOrderOnly#6609137]
Input [2]: [isFallbackOrderOnly#6609137, worklistShardItemId#6609143L]
(18) BroadcastExchange
Input [2]: [worklistShardItemId#6609143L, isFallbackOrderOnly#6609137]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, true]),false), [plan_id=3475340]
(19) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [worklistShardItemId#6608919L]
Right keys [1]: [worklistShardItemId#6609143L]
Join type: LeftOuter
Join condition: (shardId#6608407 = 0_1_10000002290)
(20) Project [codegen id : 3]
Output [2]: [shardId#6608407, isFallbackOrderOnly#6609137]
Input [4]: [shardId#6608407, worklistShardItemId#6608919L, worklistShardItemId#6609143L, isFallbackOrderOnly#6609137]
(21) HashAggregate [codegen id : 3]
Input [2]: [shardId#6608407, isFallbackOrderOnly#6609137]
Keys [1]: [shardId#6608407]
Functions [2]: [partial_sum(CASE WHEN NOT (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END), partial_sum(CASE WHEN (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END)]
Aggregate Attributes [2]: [sum#6619492L, sum#6619493L]
Results [3]: [shardId#6608407, sum#6619494L, sum#6619495L]
(22) Exchange
Input [3]: [shardId#6608407, sum#6619494L, sum#6619495L]
Arguments: hashpartitioning(shardId#6608407, 30), ENSURE_REQUIREMENTS, [plan_id=3475346]
(23) HashAggregate [codegen id : 4]
Input [3]: [shardId#6608407, sum#6619494L, sum#6619495L]
Keys [1]: [shardId#6608407]
Functions [2]: [sum(CASE WHEN NOT (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END), sum(CASE WHEN (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END)]
Aggregate Attributes [2]: [sum(CASE WHEN NOT (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END)#6619328L, sum(CASE WHEN (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END)#6619329L]
Results [3]: [shardId#6608407, sum(CASE WHEN NOT (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END)#6619328L AS operativeCount#6619287L, sum(CASE WHEN (isFallbackOrderOnly#6609137 <=> true) THEN 1 ELSE 0 END)#6619329L AS fallbackCount#6619288L]