crp-order-qty-opt-service - Details for Query 13118

Submitted Time: 2026/08/31 14:13:20
Duration: 5 s
Succeeded Jobs: 18251

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: 41 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#3518237 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 327413.0: task 918942)) 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 327413.0: task 918952)) 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 327413.0: task 918942))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=1008376]"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n36 ms (0 ms, 0 ms, 7 ms (stage 327413.0: task 918939))"; 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)) 22 ms (0 ms, 0 ms, 4 ms (stage 327413.0: task 918942)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 327413.0: task 918939)) number of output rows: 8 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3518237], 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)) 6.6 KiB (1000.0 B, 1080.0 B, 1420.0 B (stage 327413.0: task 918942)) merged fetch fallback count: 0 local blocks read: 60 remote merged chunks fetched: 0 remote blocks read: 120 data size total (min, med, max (stageId: taskId)) 10.3 KiB (352.0 B, 352.0 B, 352.0 B (stage 327412.0: task 918788)) 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, 0 ms (stage 327412.0: task 918787)) 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)) 8 ms (0 ms, 2 ms, 2 ms (stage 327413.0: task 918942)) remote bytes read total (min, med, max (stageId: taskId)) 13.3 KiB (2000.0 B, 2.1 KiB, 2.8 KiB (stage 327413.0: task 918942)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 21 ms (3 ms, 4 ms, 4 ms (stage 327413.0: task 918939)) 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 327412.0: task 918788))" tooltip="Exchange hashpartitioning(label#3518237, 30), ENSURE_REQUIREMENTS, [plan_id=1008371]"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n4.7 s (69 ms, 122 ms, 366 ms (stage 327412.0: task 918787))"; 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)) 4.1 s (67 ms, 120 ms, 264 ms (stage 327412.0: task 918787)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 327412.0: task 918788)) number of output rows: 240 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3518237], functions=[])"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [concat(kpi:, kpi#3518236) AS label#3518237]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 1,906,336" tooltip="Generate explode(_extract_label#3518260), true, [kpi#3518236]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [coalesce(kpis#3518233, []).label AS _extract_label#3518260]"]; 13 [id="node13" labelType="html" label="SortMergeJoin number of output rows: 238,292 spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 327412.0: task 918788))" tooltip="SortMergeJoin [shardId#3518228, worklistShardItemId#3518229L], [shardId#3518049, worklistShardItemId#3518058L], 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)) 1.2 s (30 ms, 37 ms, 65 ms (stage 327412.0: task 918791)) peak memory total (min, med, max (stageId: taskId)) 588.0 MiB (19.0 MiB, 19.0 MiB, 21.0 MiB (stage 327412.0: task 918796)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 327412.0: task 918788))" tooltip="Sort [shardId#3518228 ASC NULLS FIRST, worklistShardItemId#3518229L ASC NULLS FIRST], false, 0"]; } 16 [id="node16" labelType="html" label="Exchange shuffle records written: 971,644 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 971,644 local bytes read total (min, med, max (stageId: taskId)) 7.6 MiB (235.4 KiB, 244.6 KiB, 302.3 KiB (stage 327412.0: task 918827)) merged fetch fallback count: 0 local blocks read: 290 remote merged chunks fetched: 0 remote blocks read: 610 data size total (min, med, max (stageId: taskId)) 533.7 MiB (17.6 MiB, 17.8 MiB, 17.9 MiB (stage 327411.0: task 918642)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 89 ms (2 ms, 2 ms, 3 ms (stage 327411.0: task 918644)) 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 327412.0: task 918788)) remote bytes read total (min, med, max (stageId: taskId)) 16.1 MiB (507.9 KiB, 560.5 KiB, 579.1 KiB (stage 327412.0: task 918902)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 303 ms (5 ms, 8 ms, 23 ms (stage 327412.0: task 918912)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 23.7 MiB (801.0 KiB, 809.2 KiB, 815.3 KiB (stage 327411.0: task 918722))" tooltip="Exchange hashpartitioning(shardId#3518228, worklistShardItemId#3518229L, 30), ENSURE_REQUIREMENTS, [plan_id=1008356]"]; subgraph cluster17 { isCluster="true"; id="cluster17"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n23.4 s (628 ms, 752 ms, 958 ms (stage 327411.0: task 918659))"; tooltip="WholeStageCodegen (1)"; 18 [id="node18" labelType="html" label=" Project " tooltip="Project [shardId#3518228, worklistShardItemId#3518229L, kpis#3518233]"]; 19 [id="node19" labelType="html" label="Filter number of output rows: 971,644" tooltip="Filter (isnotnull(qty#3518230) AND (isnotnull(shardId#3518228) AND isnotnull(worklistShardItemId#3518229L)))"]; 20 [id="node20" labelType="html" label="Scan ExistingRDD number of output rows: 1,943,288" tooltip="Scan ExistingRDD[shardId#3518228,worklistShardItemId#3518229L,qty#3518230,demandChannel#3518231,demandStream#3518232,kpis#3518233]"]; } subgraph cluster21 { isCluster="true"; id="cluster21"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n7.9 s (69 ms, 123 ms, 879 ms (stage 327412.0: task 918787))"; tooltip="WholeStageCodegen (3)"; 22 [id="node22" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 228 ms (2 ms, 3 ms, 23 ms (stage 327412.0: task 918789)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 327412.0: task 918788)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 327412.0: task 918788))" tooltip="Sort [shardId#3518049 ASC NULLS FIRST, worklistShardItemId#3518058L ASC NULLS FIRST], false, 0"]; } 23 [id="node23" labelType="html" label="Exchange shuffle records written: 119,146 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 119,146 local bytes read total (min, med, max (stageId: taskId)) 334.7 KiB (10.3 KiB, 11.0 KiB, 11.9 KiB (stage 327412.0: task 918831)) merged fetch fallback count: 0 local blocks read: 370 remote merged chunks fetched: 0 remote blocks read: 530 data size total (min, med, max (stageId: taskId)) 4.5 MiB (143.4 KiB, 157.2 KiB, 165.4 KiB (stage 327410.0: task 918655)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 63 ms (1 ms, 2 ms, 3 ms (stage 327410.0: task 918636)) 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 327412.0: task 918788)) remote bytes read total (min, med, max (stageId: taskId)) 475.8 KiB (15.0 KiB, 16.0 KiB, 16.7 KiB (stage 327412.0: task 918902)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 205 ms (5 ms, 6 ms, 23 ms (stage 327412.0: task 918912)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 810.5 KiB (25.2 KiB, 27.3 KiB, 28.5 KiB (stage 327410.0: task 918655))" tooltip="Exchange hashpartitioning(shardId#3518049, worklistShardItemId#3518058L, 30), ENSURE_REQUIREMENTS, [plan_id=1008339]"]; 24 [id="node24" labelType="html" label="InMemoryTableScan number of output rows: 119,146" tooltip="InMemoryTableScan [shardId#3518049, worklistShardItemId#3518058L]"]; 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#3518049, item#3518057L AS worklistShardItemId#3518058L]"]; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3518061), [shardId#3518049], false, [item#3518057L]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [shardId#3518049, items#3518051.worklistShardItemId AS _extract_worklistShardItemId#3518061]"]; 29 [id="node29" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#3518049) AND ((shardId#3518049 = 0_6_10000000532) AND (isOptimal#3518053 <=> false))) AND ((size(items#3518051.worklistShardItemId, true) > 0) AND isnotnull(items#3518051.worklistShardItemId)))"]; 30 [id="node30" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#3518049,orderProposalId#3518050L,items#3518051,optimizationGroups#3518052,isOptimal#3518053,lastModified#3518054,optimizationInsights#3518055]"]; } 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#3518228, worklistShardItemId#3518229L, qty#3518230, demandChannel#3518231, demandStream#3518232, kpis#3518233]
Arguments: [shardId#3518228, worklistShardItemId#3518229L, qty#3518230, demandChannel#3518231, demandStream#3518232, kpis#3518233], MapPartitionsRDD[149438] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#3518228, worklistShardItemId#3518229L, qty#3518230, demandChannel#3518231, demandStream#3518232, kpis#3518233]
Condition : (isnotnull(qty#3518230) AND (isnotnull(shardId#3518228) AND isnotnull(worklistShardItemId#3518229L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#3518228, worklistShardItemId#3518229L, kpis#3518233]
Input [6]: [shardId#3518228, worklistShardItemId#3518229L, qty#3518230, demandChannel#3518231, demandStream#3518232, kpis#3518233]

(4) Exchange
Input [3]: [shardId#3518228, worklistShardItemId#3518229L, kpis#3518233]
Arguments: hashpartitioning(shardId#3518228, worklistShardItemId#3518229L, 30), ENSURE_REQUIREMENTS, [plan_id=1008356]

(5) Sort [codegen id : 2]
Input [3]: [shardId#3518228, worklistShardItemId#3518229L, kpis#3518233]
Arguments: [shardId#3518228 ASC NULLS FIRST, worklistShardItemId#3518229L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#3518049, worklistShardItemId#3518058L]
Arguments: [shardId#3518049, worklistShardItemId#3518058L]

(7) InMemoryRelation
Arguments: [shardId#3518049, worklistShardItemId#3518058L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3518049, orderProposalId#3518050L, items#3518051, optimizationGroups#3518052, isOptimal#3518053, lastModified#3518054, optimizationInsights#3518055]
Arguments: [shardId#3518049, orderProposalId#3518050L, items#3518051, optimizationGroups#3518052, isOptimal#3518053, lastModified#3518054, optimizationInsights#3518055], MapPartitionsRDD[149425] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#3518049, orderProposalId#3518050L, items#3518051, optimizationGroups#3518052, isOptimal#3518053, lastModified#3518054, optimizationInsights#3518055]
Condition : ((isnotnull(shardId#3518049) AND ((shardId#3518049 = 0_6_10000000532) AND (isOptimal#3518053 <=> false))) AND ((size(items#3518051.worklistShardItemId, true) > 0) AND isnotnull(items#3518051.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#3518049, items#3518051.worklistShardItemId AS _extract_worklistShardItemId#3518061]
Input [7]: [shardId#3518049, orderProposalId#3518050L, items#3518051, optimizationGroups#3518052, isOptimal#3518053, lastModified#3518054, optimizationInsights#3518055]

(11) Generate [codegen id : 1]
Input [2]: [shardId#3518049, _extract_worklistShardItemId#3518061]
Arguments: explode(_extract_worklistShardItemId#3518061), [shardId#3518049], false, [item#3518057L]

(12) Project [codegen id : 1]
Output [2]: [shardId#3518049, item#3518057L AS worklistShardItemId#3518058L]
Input [2]: [shardId#3518049, item#3518057L]

(13) Exchange
Input [2]: [shardId#3518049, worklistShardItemId#3518058L]
Arguments: hashpartitioning(shardId#3518049, worklistShardItemId#3518058L, 30), ENSURE_REQUIREMENTS, [plan_id=1008339]

(14) Sort [codegen id : 3]
Input [2]: [shardId#3518049, worklistShardItemId#3518058L]
Arguments: [shardId#3518049 ASC NULLS FIRST, worklistShardItemId#3518058L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#3518228, worklistShardItemId#3518229L]
Right keys [2]: [shardId#3518049, worklistShardItemId#3518058L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [1]: [coalesce(kpis#3518233, []).label AS _extract_label#3518260]
Input [5]: [shardId#3518228, worklistShardItemId#3518229L, kpis#3518233, shardId#3518049, worklistShardItemId#3518058L]

(17) Generate [codegen id : 4]
Input [1]: [_extract_label#3518260]
Arguments: explode(_extract_label#3518260), true, [kpi#3518236]

(18) Project [codegen id : 4]
Output [1]: [concat(kpi:, kpi#3518236) AS label#3518237]
Input [1]: [kpi#3518236]

(19) HashAggregate [codegen id : 4]
Input [1]: [label#3518237]
Keys [1]: [label#3518237]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3518237]

(20) Exchange
Input [1]: [label#3518237]
Arguments: hashpartitioning(label#3518237, 30), ENSURE_REQUIREMENTS, [plan_id=1008371]

(21) HashAggregate [codegen id : 5]
Input [1]: [label#3518237]
Keys [1]: [label#3518237]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3518237]

(22) LocalLimit [codegen id : 5]
Input [1]: [label#3518237]
Arguments: 10001

(23) Exchange
Input [1]: [label#3518237]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=1008376]

(24) GlobalLimit [codegen id : 6]
Input [1]: [label#3518237]
Arguments: 10001, 0

(25) Sort [codegen id : 6]
Input [1]: [label#3518237]
Arguments: [label#3518237 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.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	c0412e0c-cfb3-3467-a349-4a3d97ce959e
temporal.activity.type	RunStreamWithId