digraph G {
subgraph cluster0 {
isCluster="true";
id="cluster0";
label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n44 ms (0 ms, 1 ms, 5 ms (stage 1313041.0: task 2447752))";
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>17 ms (0 ms, 0 ms, 4 ms (stage 1313041.0: task 2447754))<br>peak memory total (min, med, max (stageId: taskId))<br>9.5 MiB (256.0 KiB, 256.0 KiB, 2.3 MiB (stage 1313041.0: task 2447741))<br>number of output rows: 1<br>number of sort fallback tasks: 0<br>avg hash probes per key: 1" tooltip="HashAggregate(keys=[shardId#5499000], functions=[sum(CASE WHEN NOT (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END), sum(CASE WHEN (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END)])"];
}
2 [id="node2" labelType="html" label="<b>Exchange</b><br><br>shuffle records written: 1<br>remote merged reqs duration: 0 ms<br>remote merged blocks fetched: 0<br>records read: 1<br>local bytes read: 101.0 B<br>merged fetch fallback count: 0<br>local blocks read: 1<br>remote merged chunks fetched: 0<br>remote blocks read: 0<br>data size: 48.0 B<br>local merged bytes read: 0.0 B<br>local merged chunks fetched: 0<br>shuffle write time: 0 ms<br>remote merged bytes read: 0.0 B<br>local merged blocks fetched: 0<br>corrupt merged block chunks: 0<br>fetch wait time: 0 ms<br>remote bytes read: 0.0 B<br>number of partitions: 30<br>remote reqs duration: 0 ms<br>remote bytes read to disk: 0.0 B<br>shuffle bytes written: 101.0 B" tooltip="Exchange hashpartitioning(shardId#5499000, 30), ENSURE_REQUIREMENTS, [plan_id=2855581]"];
subgraph cluster3 {
isCluster="true";
id="cluster3";
label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n1.0 s (0 ms, 32 ms, 137 ms (stage 1313040.0: task 2447718))";
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>6 ms (0 ms, 0 ms, 3 ms (stage 1313040.0: task 2447724))<br>peak memory total (min, med, max (stageId: taskId))<br>7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 1313040.0: task 2447716))<br>number of output rows: 1<br>number of sort fallback tasks: 0<br>avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#5499000], functions=[partial_sum(CASE WHEN NOT (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END), partial_sum(CASE WHEN (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END)])"];
5 [id="node5" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [shardId#5499000, isFallbackOrderOnly#5499730]"];
6 [id="node6" labelType="html" label="<b>BroadcastHashJoin</b><br><br>number of output rows: 29" tooltip="BroadcastHashJoin [worklistShardItemId#5499512L], [worklistShardItemId#5499736L], LeftOuter, BuildRight, (shardId#5499000 = 0_1_10000001445), false"];
7 [id="node7" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [shardId#5499000, item#5499511L AS worklistShardItemId#5499512L]"];
8 [id="node8" labelType="html" label="<b>Generate</b><br><br>number of output rows: 29" tooltip="Generate explode(_extract_worklistShardItemId#5510144), [shardId#5499000], false, [item#5499511L]"];
9 [id="node9" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [shardId#5499000, items#5499002.worklistShardItemId AS _extract_worklistShardItemId#5510144]"];
10 [id="node10" labelType="html" label="<b>Filter</b><br><br>number of output rows: 2" tooltip="Filter ((size(items#5499002.worklistShardItemId, true) > 0) AND isnotnull(items#5499002.worklistShardItemId))"];
}
11 [id="node11" labelType="html" label="<b>InMemoryTableScan</b><br><br>number of output rows: 2" tooltip="InMemoryTableScan [items#5499002, shardId#5499000], [(size(items#5499002.worklistShardItemId, true) > 0), isnotnull(items#5499002.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#5499000) AND (shardId#5499000 = 0_1_10000001445))"];
}
14 [id="node14" labelType="html" label="<b>InMemoryTableScan</b><br><br>number of output rows: 0" tooltip="InMemoryTableScan [shardId#5499000, orderProposalId#5499001L, items#5499002, optimizationGroups#5499003, isOptimal#5499004, optimizationInsights#5499006], [isnotnull(shardId#5499000), (shardId#5499000 = 0_1_10000001445)]"];
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#5499000) AND (shardId#5499000 = 0_1_10000001445))"];
17 [id="node17" labelType="html" label="<b>Scan ExistingRDD</b><br><br>number of output rows: 0" tooltip="Scan ExistingRDD[shardId#5499000,orderProposalId#5499001L,items#5499002,optimizationGroups#5499003,isOptimal#5499004,lastModified#5499005,optimizationInsights#5499006]"];
}
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: 338 ms<br>number of output rows: 29<br>data size: 1030.4 KiB" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[0, bigint, true]),false), [plan_id=2855575]"];
subgraph cluster19 {
isCluster="true";
id="cluster19";
label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n8 ms (0 ms, 0 ms, 2 ms (stage 1312940.0: task 2447684))";
tooltip="WholeStageCodegen (2)";
20 [id="node20" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [worklistShardItemId#5499736L, isFallbackOrderOnly#5499730]"];
}
21 [id="node21" labelType="html" label="<b>Exchange</b><br><br>shuffle records written: 29<br>remote merged reqs duration: 0 ms<br>remote merged blocks fetched: 0<br>records read: 29<br>local bytes read total (min, med, max (stageId: taskId))<br>1668.0 B (79.0 B, 79.0 B, 158.0 B (stage 1312940.0: task 2447692))<br>merged fetch fallback count: 0<br>local blocks read: 21<br>remote merged chunks fetched: 0<br>remote blocks read: 6<br>data size total (min, med, max (stageId: taskId))<br>696.0 B (24.0 B, 48.0 B, 72.0 B (stage 1312939.0: task 2447668))<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>9 ms (0 ms, 0 ms, 0 ms (stage 1312939.0: task 2447668))<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>0 ms (0 ms, 0 ms, 0 ms (stage 1312940.0: task 2447688))<br>remote bytes read total (min, med, max (stageId: taskId))<br>483.0 B (79.0 B, 158.0 B, 167.0 B (stage 1312940.0: task 2447685))<br>number of partitions: 30<br>remote reqs duration total (min, med, max (stageId: taskId))<br>6 ms (0 ms, 2 ms, 2 ms (stage 1312940.0: task 2447685))<br>remote bytes read to disk: 0.0 B<br>shuffle bytes written total (min, med, max (stageId: taskId))<br>2.1 KiB (79.0 B, 88.0 B, 237.0 B (stage 1312939.0: task 2447668))" tooltip="Exchange hashpartitioning(worklistShardItemId#5499736L, 30), REPARTITION_BY_NUM, [plan_id=2855571]"];
subgraph cluster22 {
isCluster="true";
id="cluster22";
label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n1.9 s (85 ms, 107 ms, 138 ms (stage 1312939.0: task 2447673))";
tooltip="WholeStageCodegen (1)";
23 [id="node23" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [isFallbackOrderOnly#5499730, worklistShardItemId#5499736L]"];
24 [id="node24" labelType="html" label="<b>Filter</b><br><br>number of output rows: 29" tooltip="Filter isnotnull(worklistShardItemId#5499736L)"];
25 [id="node25" labelType="html" label="<b>ColumnarToRow</b><br><br>number of output rows: 29<br>number of input batches: 17" tooltip="ColumnarToRow"];
}
26 [id="node26" labelType="html" label="<b>Scan parquet </b><br><br>number of files read: 17<br>scan time total (min, med, max (stageId: taskId))<br>1.8 s (83 ms, 104 ms, 133 ms (stage 1312939.0: task 2447673))<br>dynamic partition pruning time: 0 ms<br>metadata time: 0 ms<br>size of files read: 319.0 KiB<br>number of output rows: 29<br>number of partitions read: 1" tooltip="FileScan parquet [isFallbackOrderOnly#5499730,worklistShardItemId#5499736L,shardId#5499757,sequenceId#5499735] Batched: true, DataFilters: [isnotnull(worklistShardItemId#5499736L)], Format: Parquet, Location: PreparedDeltaFileIndex(1 paths)[hdlfs://332d7051-0d16-44f5-ae76-bf2dcf30365f.files.hdl.prod-eu20...., PartitionFilters: [isnotnull(shardId#5499757), isnotnull(sequenceId#5499735), (shardId#5499757 = 0_1_10000001445), ..., 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#5499002, shardId#5499000]
Arguments: [items#5499002, shardId#5499000], [(size(items#5499002.worklistShardItemId, true) > 0), isnotnull(items#5499002.worklistShardItemId)]
(2) InMemoryRelation
Arguments: [shardId#5499000, orderProposalId#5499001L, items#5499002, optimizationGroups#5499003, isOptimal#5499004, optimizationInsights#5499006], StorageLevel(disk, memory, 2 replicas)
(3) InMemoryTableScan
Output [6]: [shardId#5499000, orderProposalId#5499001L, items#5499002, optimizationGroups#5499003, isOptimal#5499004, optimizationInsights#5499006]
Arguments: [shardId#5499000, orderProposalId#5499001L, items#5499002, optimizationGroups#5499003, isOptimal#5499004, optimizationInsights#5499006], [isnotnull(shardId#5499000), (shardId#5499000 = 0_1_10000001445)]
(4) InMemoryRelation
Arguments: [shardId#5499000, orderProposalId#5499001L, items#5499002, optimizationGroups#5499003, isOptimal#5499004, lastModified#5499005, optimizationInsights#5499006], StorageLevel(disk, memory, 2 replicas)
(5) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#5499000, orderProposalId#5499001L, items#5499002, optimizationGroups#5499003, isOptimal#5499004, lastModified#5499005, optimizationInsights#5499006]
Arguments: [shardId#5499000, orderProposalId#5499001L, items#5499002, optimizationGroups#5499003, isOptimal#5499004, lastModified#5499005, optimizationInsights#5499006], MapPartitionsRDD[387429] at start at FileStorageAdapterImpl.java:598, ExistingRDD, UnknownPartitioning(0)
(6) Filter [codegen id : 1]
Input [7]: [shardId#5499000, orderProposalId#5499001L, items#5499002, optimizationGroups#5499003, isOptimal#5499004, lastModified#5499005, optimizationInsights#5499006]
Condition : (isnotnull(shardId#5499000) AND (shardId#5499000 = 0_1_10000001445))
(7) Filter [codegen id : 1]
Input [6]: [shardId#5499000, orderProposalId#5499001L, items#5499002, optimizationGroups#5499003, isOptimal#5499004, optimizationInsights#5499006]
Condition : (isnotnull(shardId#5499000) AND (shardId#5499000 = 0_1_10000001445))
(8) Filter [codegen id : 3]
Input [2]: [items#5499002, shardId#5499000]
Condition : ((size(items#5499002.worklistShardItemId, true) > 0) AND isnotnull(items#5499002.worklistShardItemId))
(9) Project [codegen id : 3]
Output [2]: [shardId#5499000, items#5499002.worklistShardItemId AS _extract_worklistShardItemId#5510144]
Input [2]: [items#5499002, shardId#5499000]
(10) Generate [codegen id : 3]
Input [2]: [shardId#5499000, _extract_worklistShardItemId#5510144]
Arguments: explode(_extract_worklistShardItemId#5510144), [shardId#5499000], false, [item#5499511L]
(11) Project [codegen id : 3]
Output [2]: [shardId#5499000, item#5499511L AS worklistShardItemId#5499512L]
Input [2]: [shardId#5499000, item#5499511L]
(12) Scan parquet
Output [4]: [isFallbackOrderOnly#5499730, worklistShardItemId#5499736L, shardId#5499757, sequenceId#5499735]
Batched: true
Location: PreparedDeltaFileIndex [hdlfs://332d7051-0d16-44f5-ae76-bf2dcf30365f.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-order-qty-opt-service/internal/prod-plant-snapshot/10000001445]
PartitionFilters: [isnotnull(shardId#5499757), isnotnull(sequenceId#5499735), (shardId#5499757 = 0_1_10000001445), (sequenceId#5499735 = 6)]
PushedFilters: [IsNotNull(worklistShardItemId)]
ReadSchema: struct<isFallbackOrderOnly:boolean,worklistShardItemId:bigint>
(13) ColumnarToRow [codegen id : 1]
Input [4]: [isFallbackOrderOnly#5499730, worklistShardItemId#5499736L, shardId#5499757, sequenceId#5499735]
(14) Filter [codegen id : 1]
Input [4]: [isFallbackOrderOnly#5499730, worklistShardItemId#5499736L, shardId#5499757, sequenceId#5499735]
Condition : isnotnull(worklistShardItemId#5499736L)
(15) Project [codegen id : 1]
Output [2]: [isFallbackOrderOnly#5499730, worklistShardItemId#5499736L]
Input [4]: [isFallbackOrderOnly#5499730, worklistShardItemId#5499736L, shardId#5499757, sequenceId#5499735]
(16) Exchange
Input [2]: [isFallbackOrderOnly#5499730, worklistShardItemId#5499736L]
Arguments: hashpartitioning(worklistShardItemId#5499736L, 30), REPARTITION_BY_NUM, [plan_id=2855571]
(17) Project [codegen id : 2]
Output [2]: [worklistShardItemId#5499736L, isFallbackOrderOnly#5499730]
Input [2]: [isFallbackOrderOnly#5499730, worklistShardItemId#5499736L]
(18) BroadcastExchange
Input [2]: [worklistShardItemId#5499736L, isFallbackOrderOnly#5499730]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, true]),false), [plan_id=2855575]
(19) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [worklistShardItemId#5499512L]
Right keys [1]: [worklistShardItemId#5499736L]
Join type: LeftOuter
Join condition: (shardId#5499000 = 0_1_10000001445)
(20) Project [codegen id : 3]
Output [2]: [shardId#5499000, isFallbackOrderOnly#5499730]
Input [4]: [shardId#5499000, worklistShardItemId#5499512L, worklistShardItemId#5499736L, isFallbackOrderOnly#5499730]
(21) HashAggregate [codegen id : 3]
Input [2]: [shardId#5499000, isFallbackOrderOnly#5499730]
Keys [1]: [shardId#5499000]
Functions [2]: [partial_sum(CASE WHEN NOT (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END), partial_sum(CASE WHEN (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END)]
Aggregate Attributes [2]: [sum#5510245L, sum#5510246L]
Results [3]: [shardId#5499000, sum#5510247L, sum#5510248L]
(22) Exchange
Input [3]: [shardId#5499000, sum#5510247L, sum#5510248L]
Arguments: hashpartitioning(shardId#5499000, 30), ENSURE_REQUIREMENTS, [plan_id=2855581]
(23) HashAggregate [codegen id : 4]
Input [3]: [shardId#5499000, sum#5510247L, sum#5510248L]
Keys [1]: [shardId#5499000]
Functions [2]: [sum(CASE WHEN NOT (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END), sum(CASE WHEN (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END)]
Aggregate Attributes [2]: [sum(CASE WHEN NOT (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END)#5510081L, sum(CASE WHEN (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END)#5510082L]
Results [3]: [shardId#5499000, sum(CASE WHEN NOT (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END)#5510081L AS operativeCount#5510040L, sum(CASE WHEN (isFallbackOrderOnly#5499730 <=> true) THEN 1 ELSE 0 END)#5510082L AS fallbackCount#5510041L]