crp-order-qty-opt-service - Details for Query 12644

Submitted Time: 2026/08/31 13:54:33
Duration: 6 s
Succeeded Jobs: 17667

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 (5)\n \nduration: total (min, med, max (stageId: taskId))\n15 ms (0 ms, 0 ms, 4 ms (stage 305863.0: task 885862))"; tooltip="WholeStageCodegen (5)"; 1 [id="node1" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 4 ms (0 ms, 0 ms, 3 ms (stage 305863.0: task 885864)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 305863.0: task 885864)) number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3391012], functions=[])"]; } 2 [id="node2" labelType="html" label="Exchange shuffle records written: 30 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 30 local bytes read: 2.2 KiB merged fetch fallback count: 0 local blocks read: 25 remote merged chunks fetched: 0 remote blocks read: 5 data size total (min, med, max (stageId: taskId)) 960.0 B (32.0 B, 32.0 B, 32.0 B (stage 305862.0: task 885512)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 16 ms (0 ms, 0 ms, 0 ms (stage 305862.0: task 885582)) 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: 460.0 B number of partitions: 30 remote reqs duration: 3 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 2.7 KiB (92.0 B, 92.0 B, 92.0 B (stage 305862.0: task 885512))" tooltip="Exchange hashpartitioning(shardId#3391012, 30), ENSURE_REQUIREMENTS, [plan_id=976275]"]; subgraph cluster3 { isCluster="true"; id="cluster3"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n4.0 s (83 ms, 94 ms, 331 ms (stage 305862.0: task 885583))"; tooltip="WholeStageCodegen (4)"; 4 [id="node4" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 3.4 s (81 ms, 93 ms, 232 ms (stage 305862.0: task 885583)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 305862.0: task 885512)) number of output rows: 30 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3391012], functions=[])"]; 5 [id="node5" labelType="html" label=" Project " tooltip="Project [shardId#3391012]"]; 6 [id="node6" labelType="html" label="Generate number of output rows: 1,917,776" tooltip="Generate explode(kpis#3391525), [shardId#3391012], true, [kpi#3391530]"]; 7 [id="node7" labelType="html" label=" Project " tooltip="Project [shardId#3391012, coalesce(kpis#3391522, []) AS kpis#3391525]"]; 8 [id="node8" 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 305862.0: task 885512))" tooltip="SortMergeJoin [shardId#3391517, worklistShardItemId#3391518L], [shardId#3391012, worklistShardItemId#3391021L], RightOuter"]; } subgraph cluster9 { isCluster="true"; id="cluster9"; label="WholeStageCodegen (2)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (2)"; 10 [id="node10" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 1.4 s (39 ms, 44 ms, 74 ms (stage 305862.0: task 885535)) peak memory total (min, med, max (stageId: taskId)) 722.0 MiB (23.0 MiB, 25.0 MiB, 25.0 MiB (stage 305862.0: task 885514)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 305862.0: task 885512))" tooltip="Sort [shardId#3391517 ASC NULLS FIRST, worklistShardItemId#3391518L ASC NULLS FIRST], false, 0"]; } 11 [id="node11" 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)) 9.5 MiB (290.3 KiB, 302.5 KiB, 442.7 KiB (stage 305862.0: task 885582)) 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)) 656.0 MiB (21.8 MiB, 21.9 MiB, 22.0 MiB (stage 305861.0: task 885307)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 310 ms (3 ms, 3 ms, 198 ms (stage 305861.0: task 885354)) 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 305862.0: task 885512)) remote bytes read total (min, med, max (stageId: taskId)) 19.9 MiB (566.9 KiB, 702.7 KiB, 711.0 KiB (stage 305862.0: task 885558)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 275 ms (5 ms, 7 ms, 20 ms (stage 305862.0: task 885582)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 29.4 MiB (998.2 KiB, 1004.4 KiB, 1011.7 KiB (stage 305861.0: task 885184))" tooltip="Exchange hashpartitioning(shardId#3391517, worklistShardItemId#3391518L, 30), ENSURE_REQUIREMENTS, [plan_id=976260]"]; subgraph cluster12 { isCluster="true"; id="cluster12"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n27.7 s (824 ms, 879 ms, 1.4 s (stage 305861.0: task 885318))"; tooltip="WholeStageCodegen (1)"; 13 [id="node13" labelType="html" label=" Project " tooltip="Project [shardId#3391517, worklistShardItemId#3391518L, kpis#3391522]"]; 14 [id="node14" labelType="html" label="Filter number of output rows: 1,194,196" tooltip="Filter (isnotnull(qty#3391519) AND (isnotnull(shardId#3391517) AND isnotnull(worklistShardItemId#3391518L)))"]; 15 [id="node15" labelType="html" label="Scan ExistingRDD number of output rows: 2,388,392" tooltip="Scan ExistingRDD[shardId#3391517,worklistShardItemId#3391518L,qty#3391519,demandChannel#3391520,demandStream#3391521,kpis#3391522]"]; } subgraph cluster16 { isCluster="true"; id="cluster16"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n6.6 s (83 ms, 96 ms, 849 ms (stage 305862.0: task 885583))"; tooltip="WholeStageCodegen (3)"; 17 [id="node17" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 142 ms (2 ms, 2 ms, 17 ms (stage 305862.0: task 885582)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 305862.0: task 885512)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 305862.0: task 885512))" tooltip="Sort [shardId#3391012 ASC NULLS FIRST, worklistShardItemId#3391021L ASC NULLS FIRST], false, 0"]; } 18 [id="node18" 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)) 459.5 KiB (11.8 KiB, 15.9 KiB, 16.5 KiB (stage 305862.0: task 885664)) merged fetch fallback count: 0 local blocks read: 605 remote merged chunks fetched: 0 remote blocks read: 505 data size total (min, med, max (stageId: taskId)) 4.6 MiB (118.1 KiB, 127.5 KiB, 137.5 KiB (stage 305860.0: task 885071)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 59 ms (1 ms, 1 ms, 4 ms (stage 305860.0: task 885035)) 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)) 1 ms (0 ms, 0 ms, 1 ms (stage 305862.0: task 885626)) remote bytes read total (min, med, max (stageId: taskId)) 384.8 KiB (11.8 KiB, 12.3 KiB, 16.2 KiB (stage 305862.0: task 885583)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 122 ms (3 ms, 4 ms, 6 ms (stage 305862.0: task 885515)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 844.3 KiB (21.6 KiB, 22.9 KiB, 24.5 KiB (stage 305860.0: task 885071))" tooltip="Exchange hashpartitioning(shardId#3391012, worklistShardItemId#3391021L, 30), ENSURE_REQUIREMENTS, [plan_id=976248]"]; 19 [id="node19" labelType="html" label="InMemoryTableScan number of output rows: 119,861" tooltip="InMemoryTableScan [shardId#3391012, worklistShardItemId#3391021L]"]; subgraph cluster20 { isCluster="true"; id="cluster20"; label="WholeStageCodegen (1)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (1)"; 21 [id="node21" labelType="html" label=" Project " tooltip="Project [shardId#3391012, item#3391020L AS worklistShardItemId#3391021L]"]; 22 [id="node22" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3391024), [shardId#3391012], false, [item#3391020L]"]; 23 [id="node23" labelType="html" label=" Project " tooltip="Project [shardId#3391012, items#3391014.worklistShardItemId AS _extract_worklistShardItemId#3391024]"]; 24 [id="node24" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#3391012) AND ((shardId#3391012 = 0_5_10000000532) AND (isOptimal#3391016 <=> false))) AND ((size(items#3391014.worklistShardItemId, true) > 0) AND isnotnull(items#3391014.worklistShardItemId)))"]; 25 [id="node25" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#3391012,orderProposalId#3391013L,items#3391014,optimizationGroups#3391015,isOptimal#3391016,lastModified#3391017,optimizationInsights#3391018]"]; } 2->1; 4->2; 5->4; 6->5; 7->6; 8->7; 10->8; 11->10; 13->11; 14->13; 15->14; 17->8; 18->17; 19->18; 21->19; 22->21; 23->22; 24->23; 25->24; }

Details

== Physical Plan ==
* 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#3391517, worklistShardItemId#3391518L, qty#3391519, demandChannel#3391520, demandStream#3391521, kpis#3391522]
Arguments: [shardId#3391517, worklistShardItemId#3391518L, qty#3391519, demandChannel#3391520, demandStream#3391521, kpis#3391522], MapPartitionsRDD[143901] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#3391517, worklistShardItemId#3391518L, qty#3391519, demandChannel#3391520, demandStream#3391521, kpis#3391522]
Condition : (isnotnull(qty#3391519) AND (isnotnull(shardId#3391517) AND isnotnull(worklistShardItemId#3391518L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#3391517, worklistShardItemId#3391518L, kpis#3391522]
Input [6]: [shardId#3391517, worklistShardItemId#3391518L, qty#3391519, demandChannel#3391520, demandStream#3391521, kpis#3391522]

(4) Exchange
Input [3]: [shardId#3391517, worklistShardItemId#3391518L, kpis#3391522]
Arguments: hashpartitioning(shardId#3391517, worklistShardItemId#3391518L, 30), ENSURE_REQUIREMENTS, [plan_id=976260]

(5) Sort [codegen id : 2]
Input [3]: [shardId#3391517, worklistShardItemId#3391518L, kpis#3391522]
Arguments: [shardId#3391517 ASC NULLS FIRST, worklistShardItemId#3391518L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#3391012, worklistShardItemId#3391021L]
Arguments: [shardId#3391012, worklistShardItemId#3391021L]

(7) InMemoryRelation
Arguments: [shardId#3391012, worklistShardItemId#3391021L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3391012, orderProposalId#3391013L, items#3391014, optimizationGroups#3391015, isOptimal#3391016, lastModified#3391017, optimizationInsights#3391018]
Arguments: [shardId#3391012, orderProposalId#3391013L, items#3391014, optimizationGroups#3391015, isOptimal#3391016, lastModified#3391017, optimizationInsights#3391018], MapPartitionsRDD[143865] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#3391012, orderProposalId#3391013L, items#3391014, optimizationGroups#3391015, isOptimal#3391016, lastModified#3391017, optimizationInsights#3391018]
Condition : ((isnotnull(shardId#3391012) AND ((shardId#3391012 = 0_5_10000000532) AND (isOptimal#3391016 <=> false))) AND ((size(items#3391014.worklistShardItemId, true) > 0) AND isnotnull(items#3391014.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#3391012, items#3391014.worklistShardItemId AS _extract_worklistShardItemId#3391024]
Input [7]: [shardId#3391012, orderProposalId#3391013L, items#3391014, optimizationGroups#3391015, isOptimal#3391016, lastModified#3391017, optimizationInsights#3391018]

(11) Generate [codegen id : 1]
Input [2]: [shardId#3391012, _extract_worklistShardItemId#3391024]
Arguments: explode(_extract_worklistShardItemId#3391024), [shardId#3391012], false, [item#3391020L]

(12) Project [codegen id : 1]
Output [2]: [shardId#3391012, item#3391020L AS worklistShardItemId#3391021L]
Input [2]: [shardId#3391012, item#3391020L]

(13) Exchange
Input [2]: [shardId#3391012, worklistShardItemId#3391021L]
Arguments: hashpartitioning(shardId#3391012, worklistShardItemId#3391021L, 30), ENSURE_REQUIREMENTS, [plan_id=976248]

(14) Sort [codegen id : 3]
Input [2]: [shardId#3391012, worklistShardItemId#3391021L]
Arguments: [shardId#3391012 ASC NULLS FIRST, worklistShardItemId#3391021L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#3391517, worklistShardItemId#3391518L]
Right keys [2]: [shardId#3391012, worklistShardItemId#3391021L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [2]: [shardId#3391012, coalesce(kpis#3391522, []) AS kpis#3391525]
Input [5]: [shardId#3391517, worklistShardItemId#3391518L, kpis#3391522, shardId#3391012, worklistShardItemId#3391021L]

(17) Generate [codegen id : 4]
Input [2]: [shardId#3391012, kpis#3391525]
Arguments: explode(kpis#3391525), [shardId#3391012], true, [kpi#3391530]

(18) Project [codegen id : 4]
Output [1]: [shardId#3391012]
Input [2]: [shardId#3391012, kpi#3391530]

(19) HashAggregate [codegen id : 4]
Input [1]: [shardId#3391012]
Keys [1]: [shardId#3391012]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3391012]

(20) Exchange
Input [1]: [shardId#3391012]
Arguments: hashpartitioning(shardId#3391012, 30), ENSURE_REQUIREMENTS, [plan_id=976275]

(21) HashAggregate [codegen id : 5]
Input [1]: [shardId#3391012]
Keys [1]: [shardId#3391012]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3391012]

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	b13104f5-e344-322f-bff3-a09d5377c4e4
temporal.activity.type	RunStreamWithId