crp-order-qty-opt-service - Details for Query 12988

Submitted Time: 2026/08/31 14:07:47
Duration: 4 s
Succeeded Jobs: 18077

Plan Visualization

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

digraph G { subgraph cluster0 { isCluster="true"; id="cluster0"; label="WholeStageCodegen (6)\n \nduration: 35 ms"; tooltip="WholeStageCodegen (6)"; 1 [id="node1" labelType="html" label="Sort sort time: 0 ms peak memory: 2.1 MiB spill size: 0.0 B" tooltip="Sort [label#3482131 ASC NULLS FIRST], true, 0"]; 2 [id="node2" labelType="html" label=" GlobalLimit " tooltip="GlobalLimit 10001, 0"]; } 3 [id="node3" labelType="html" label="Exchange shuffle records written: 8 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 8 local bytes read: 679.0 B merged fetch fallback count: 0 local blocks read: 6 remote merged chunks fetched: 0 remote blocks read: 0 data size total (min, med, max (stageId: taskId)) 352.0 B (40.0 B, 48.0 B, 104.0 B (stage 324297.0: task 909398)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 324297.0: task 909399)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 0 ms remote bytes read: 0.0 B number of partitions: 1 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 679.0 B (100.0 B, 108.0 B, 142.0 B (stage 324297.0: task 909398))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=998995]"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n153 ms (0 ms, 4 ms, 15 ms (stage 324297.0: task 909411))"; tooltip="WholeStageCodegen (5)"; 5 [id="node5" labelType="html" label=" LocalLimit " tooltip="LocalLimit 10001"]; 6 [id="node6" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 31 ms (0 ms, 0 ms, 4 ms (stage 324297.0: task 909401)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 324297.0: task 909408)) number of output rows: 8 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3482131], functions=[])"]; } 7 [id="node7" labelType="html" label="Exchange shuffle records written: 240 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 240 local bytes read total (min, med, max (stageId: taskId)) 19.9 KiB (2.9 KiB, 3.2 KiB, 4.2 KiB (stage 324297.0: task 909398)) merged fetch fallback count: 0 local blocks read: 180 remote merged chunks fetched: 0 remote blocks read: 0 data size total (min, med, max (stageId: taskId)) 10.3 KiB (352.0 B, 352.0 B, 352.0 B (stage 324296.0: task 909371)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 20 ms (0 ms, 0 ms, 1 ms (stage 324296.0: task 909394)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 324297.0: task 909401)) remote bytes read: 0.0 B number of partitions: 30 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 19.9 KiB (679.0 B, 679.0 B, 679.0 B (stage 324296.0: task 909371))" tooltip="Exchange hashpartitioning(label#3482131, 30), ENSURE_REQUIREMENTS, [plan_id=998990]"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n4.5 s (97 ms, 129 ms, 266 ms (stage 324296.0: task 909368))"; tooltip="WholeStageCodegen (4)"; 9 [id="node9" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 4.4 s (96 ms, 127 ms, 260 ms (stage 324296.0: task 909368)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 324296.0: task 909371)) number of output rows: 240 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3482131], functions=[])"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [concat(kpi:, kpi#3482130) AS label#3482131]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 1,917,776" tooltip="Generate explode(_extract_label#3482154), true, [kpi#3482130]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [coalesce(kpis#3482127, []).label AS _extract_label#3482154]"]; 13 [id="node13" labelType="html" label="SortMergeJoin number of output rows: 239,722 spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 324296.0: task 909371))" tooltip="SortMergeJoin [shardId#3482122, worklistShardItemId#3482123L], [shardId#3482053, worklistShardItemId#3482062L], RightOuter"]; } subgraph cluster14 { isCluster="true"; id="cluster14"; label="WholeStageCodegen (2)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (2)"; 15 [id="node15" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 1.7 s (43 ms, 54 ms, 79 ms (stage 324296.0: task 909370)) peak memory total (min, med, max (stageId: taskId)) 722.0 MiB (23.0 MiB, 25.0 MiB, 25.0 MiB (stage 324296.0: task 909369)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 324296.0: task 909371))" tooltip="Sort [shardId#3482122 ASC NULLS FIRST, worklistShardItemId#3482123L ASC NULLS FIRST], false, 0"]; } 16 [id="node16" labelType="html" label="Exchange shuffle records written: 1,194,196 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 1,194,196 local bytes read total (min, med, max (stageId: taskId)) 12.7 MiB (422.7 KiB, 433.1 KiB, 441.8 KiB (stage 324296.0: task 909381)) merged fetch fallback count: 0 local blocks read: 360 remote merged chunks fetched: 0 remote blocks read: 540 data size total (min, med, max (stageId: taskId)) 656.0 MiB (21.7 MiB, 21.9 MiB, 22.0 MiB (stage 324294.0: task 909300)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 1.4 s (3 ms, 3 ms, 321 ms (stage 324294.0: task 909311)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 324296.0: task 909371)) remote bytes read total (min, med, max (stageId: taskId)) 19.1 MiB (640.7 KiB, 651.0 KiB, 661.2 KiB (stage 324296.0: task 909381)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 210 ms (4 ms, 6 ms, 25 ms (stage 324296.0: task 909377)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 31.8 MiB (1077.8 KiB, 1085.3 KiB, 1092.1 KiB (stage 324294.0: task 909363))" tooltip="Exchange hashpartitioning(shardId#3482122, worklistShardItemId#3482123L, 30), ENSURE_REQUIREMENTS, [plan_id=998975]"]; subgraph cluster17 { isCluster="true"; id="cluster17"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n29.8 s (772 ms, 1.0 s, 1.3 s (stage 324294.0: task 909303))"; tooltip="WholeStageCodegen (1)"; 18 [id="node18" labelType="html" label=" Project " tooltip="Project [shardId#3482122, worklistShardItemId#3482123L, kpis#3482127]"]; 19 [id="node19" labelType="html" label="Filter number of output rows: 1,194,196" tooltip="Filter (isnotnull(qty#3482124) AND (isnotnull(shardId#3482122) AND isnotnull(worklistShardItemId#3482123L)))"]; 20 [id="node20" labelType="html" label="Scan ExistingRDD number of output rows: 2,388,392" tooltip="Scan ExistingRDD[shardId#3482122,worklistShardItemId#3482123L,qty#3482124,demandChannel#3482125,demandStream#3482126,kpis#3482127]"]; } subgraph cluster21 { isCluster="true"; id="cluster21"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n5.1 s (97 ms, 129 ms, 386 ms (stage 324296.0: task 909368))"; tooltip="WholeStageCodegen (3)"; 22 [id="node22" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 157 ms (2 ms, 2 ms, 31 ms (stage 324296.0: task 909385)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 324296.0: task 909371)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 324296.0: task 909371))" tooltip="Sort [shardId#3482053 ASC NULLS FIRST, worklistShardItemId#3482062L ASC NULLS FIRST], false, 0"]; } 23 [id="node23" labelType="html" label="Exchange shuffle records written: 119,861 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 119,861 local bytes read total (min, med, max (stageId: taskId)) 592.9 KiB (19.1 KiB, 19.8 KiB, 20.2 KiB (stage 324296.0: task 909379)) merged fetch fallback count: 0 local blocks read: 780 remote merged chunks fetched: 0 remote blocks read: 330 data size total (min, med, max (stageId: taskId)) 4.6 MiB (119.5 KiB, 127.5 KiB, 132.7 KiB (stage 324295.0: task 909333)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 60 ms (1 ms, 1 ms, 2 ms (stage 324295.0: task 909351)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 324296.0: task 909371)) remote bytes read total (min, med, max (stageId: taskId)) 251.7 KiB (8.1 KiB, 8.4 KiB, 8.8 KiB (stage 324296.0: task 909389)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 128 ms (3 ms, 4 ms, 5 ms (stage 324296.0: task 909371)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 844.6 KiB (21.7 KiB, 23.0 KiB, 23.7 KiB (stage 324295.0: task 909332))" tooltip="Exchange hashpartitioning(shardId#3482053, worklistShardItemId#3482062L, 30), ENSURE_REQUIREMENTS, [plan_id=998958]"]; 24 [id="node24" labelType="html" label="InMemoryTableScan number of output rows: 119,861" tooltip="InMemoryTableScan [shardId#3482053, worklistShardItemId#3482062L]"]; subgraph cluster25 { isCluster="true"; id="cluster25"; label="WholeStageCodegen (1)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (1)"; 26 [id="node26" labelType="html" label=" Project " tooltip="Project [shardId#3482053, item#3482061L AS worklistShardItemId#3482062L]"]; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3482065), [shardId#3482053], false, [item#3482061L]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [shardId#3482053, items#3482055.worklistShardItemId AS _extract_worklistShardItemId#3482065]"]; 29 [id="node29" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#3482053) AND ((shardId#3482053 = 0_5_10000000532) AND (isOptimal#3482057 <=> false))) AND ((size(items#3482055.worklistShardItemId, true) > 0) AND isnotnull(items#3482055.worklistShardItemId)))"]; 30 [id="node30" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#3482053,orderProposalId#3482054L,items#3482055,optimizationGroups#3482056,isOptimal#3482057,lastModified#3482058,optimizationInsights#3482059]"]; } 2->1; 3->2; 5->3; 6->5; 7->6; 9->7; 10->9; 11->10; 12->11; 13->12; 15->13; 16->15; 18->16; 19->18; 20->19; 22->13; 23->22; 24->23; 26->24; 27->26; 28->27; 29->28; 30->29; }

Details

== Physical Plan ==
* Sort (25)
+- * GlobalLimit (24)
   +- Exchange (23)
      +- * LocalLimit (22)
         +- * HashAggregate (21)
            +- Exchange (20)
               +- * HashAggregate (19)
                  +- * Project (18)
                     +- * Generate (17)
                        +- * Project (16)
                           +- * SortMergeJoin RightOuter (15)
                              :- * Sort (5)
                              :  +- Exchange (4)
                              :     +- * Project (3)
                              :        +- * Filter (2)
                              :           +- * Scan ExistingRDD (1)
                              +- * Sort (14)
                                 +- Exchange (13)
                                    +- InMemoryTableScan (6)
                                          +- InMemoryRelation (7)
                                                +- * Project (12)
                                                   +- * Generate (11)
                                                      +- * Project (10)
                                                         +- * Filter (9)
                                                            +- * Scan ExistingRDD (8)


(1) Scan ExistingRDD [codegen id : 1]
Output [6]: [shardId#3482122, worklistShardItemId#3482123L, qty#3482124, demandChannel#3482125, demandStream#3482126, kpis#3482127]
Arguments: [shardId#3482122, worklistShardItemId#3482123L, qty#3482124, demandChannel#3482125, demandStream#3482126, kpis#3482127], MapPartitionsRDD[147994] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#3482122, worklistShardItemId#3482123L, qty#3482124, demandChannel#3482125, demandStream#3482126, kpis#3482127]
Condition : (isnotnull(qty#3482124) AND (isnotnull(shardId#3482122) AND isnotnull(worklistShardItemId#3482123L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#3482122, worklistShardItemId#3482123L, kpis#3482127]
Input [6]: [shardId#3482122, worklistShardItemId#3482123L, qty#3482124, demandChannel#3482125, demandStream#3482126, kpis#3482127]

(4) Exchange
Input [3]: [shardId#3482122, worklistShardItemId#3482123L, kpis#3482127]
Arguments: hashpartitioning(shardId#3482122, worklistShardItemId#3482123L, 30), ENSURE_REQUIREMENTS, [plan_id=998975]

(5) Sort [codegen id : 2]
Input [3]: [shardId#3482122, worklistShardItemId#3482123L, kpis#3482127]
Arguments: [shardId#3482122 ASC NULLS FIRST, worklistShardItemId#3482123L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#3482053, worklistShardItemId#3482062L]
Arguments: [shardId#3482053, worklistShardItemId#3482062L]

(7) InMemoryRelation
Arguments: [shardId#3482053, worklistShardItemId#3482062L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3482053, orderProposalId#3482054L, items#3482055, optimizationGroups#3482056, isOptimal#3482057, lastModified#3482058, optimizationInsights#3482059]
Arguments: [shardId#3482053, orderProposalId#3482054L, items#3482055, optimizationGroups#3482056, isOptimal#3482057, lastModified#3482058, optimizationInsights#3482059], MapPartitionsRDD[147982] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#3482053, orderProposalId#3482054L, items#3482055, optimizationGroups#3482056, isOptimal#3482057, lastModified#3482058, optimizationInsights#3482059]
Condition : ((isnotnull(shardId#3482053) AND ((shardId#3482053 = 0_5_10000000532) AND (isOptimal#3482057 <=> false))) AND ((size(items#3482055.worklistShardItemId, true) > 0) AND isnotnull(items#3482055.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#3482053, items#3482055.worklistShardItemId AS _extract_worklistShardItemId#3482065]
Input [7]: [shardId#3482053, orderProposalId#3482054L, items#3482055, optimizationGroups#3482056, isOptimal#3482057, lastModified#3482058, optimizationInsights#3482059]

(11) Generate [codegen id : 1]
Input [2]: [shardId#3482053, _extract_worklistShardItemId#3482065]
Arguments: explode(_extract_worklistShardItemId#3482065), [shardId#3482053], false, [item#3482061L]

(12) Project [codegen id : 1]
Output [2]: [shardId#3482053, item#3482061L AS worklistShardItemId#3482062L]
Input [2]: [shardId#3482053, item#3482061L]

(13) Exchange
Input [2]: [shardId#3482053, worklistShardItemId#3482062L]
Arguments: hashpartitioning(shardId#3482053, worklistShardItemId#3482062L, 30), ENSURE_REQUIREMENTS, [plan_id=998958]

(14) Sort [codegen id : 3]
Input [2]: [shardId#3482053, worklistShardItemId#3482062L]
Arguments: [shardId#3482053 ASC NULLS FIRST, worklistShardItemId#3482062L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#3482122, worklistShardItemId#3482123L]
Right keys [2]: [shardId#3482053, worklistShardItemId#3482062L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [1]: [coalesce(kpis#3482127, []).label AS _extract_label#3482154]
Input [5]: [shardId#3482122, worklistShardItemId#3482123L, kpis#3482127, shardId#3482053, worklistShardItemId#3482062L]

(17) Generate [codegen id : 4]
Input [1]: [_extract_label#3482154]
Arguments: explode(_extract_label#3482154), true, [kpi#3482130]

(18) Project [codegen id : 4]
Output [1]: [concat(kpi:, kpi#3482130) AS label#3482131]
Input [1]: [kpi#3482130]

(19) HashAggregate [codegen id : 4]
Input [1]: [label#3482131]
Keys [1]: [label#3482131]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3482131]

(20) Exchange
Input [1]: [label#3482131]
Arguments: hashpartitioning(label#3482131, 30), ENSURE_REQUIREMENTS, [plan_id=998990]

(21) HashAggregate [codegen id : 5]
Input [1]: [label#3482131]
Keys [1]: [label#3482131]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3482131]

(22) LocalLimit [codegen id : 5]
Input [1]: [label#3482131]
Arguments: 10001

(23) Exchange
Input [1]: [label#3482131]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=998995]

(24) GlobalLimit [codegen id : 6]
Input [1]: [label#3482131]
Arguments: 10001, 0

(25) Sort [codegen id : 6]
Input [1]: [label#3482131]
Arguments: [label#3482131 ASC NULLS FIRST], true, 0

SQL / DataFrame Properties

Name	Value
spark.activity.clearDeltaLogCache	false
spark.activity.clearSqlCache	false
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	50
spark.sql.adaptive.enabled	false
spark.sql.cbo.enabled	false
spark.sql.optimizer.pruneFiltersCanPruneStreamingSubplan	false
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true
spark.sql.requireAllClusterKeysForDistribution	false
spark.sql.shuffle.partitions	30
spark.sql.streaming.aggregation.stateFormatVersion	2
spark.sql.streaming.flatMapGroupsWithState.stateFormatVersion	2
spark.sql.streaming.join.stateFormatVersion	2
spark.sql.streaming.multipleWatermarkPolicy	min
spark.sql.streaming.stateStore.compression.codec	lz4
spark.sql.streaming.stateStore.encodingFormat	unsaferow
spark.sql.streaming.stateStore.providerClass	org.apache.spark.sql.execution.streaming.state.HDFSBackedStateStoreProvider
spark.sql.streaming.stateStore.rocksdb.formatVersion	5
spark.sql.streaming.statefulOperator.useStrictDistribution	true
temporal.activity.id	b13104f5-e344-322f-bff3-a09d5377c4e4
temporal.activity.type	RunStreamWithId