crp-order-qty-opt-service - Details for Query 13122

Submitted Time: 2026/08/31 14:13:25
Duration: 9 s
Succeeded Jobs: 18256

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))\n85 ms (0 ms, 0 ms, 17 ms (stage 327438.0: task 919370))"; 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)) 14 ms (0 ms, 0 ms, 7 ms (stage 327438.0: task 919370)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 327438.0: task 919372)) number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3518049], 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 327437.0: task 919317)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 36 ms (0 ms, 0 ms, 22 ms (stage 327437.0: task 919337)) 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 327437.0: task 919317))" tooltip="Exchange hashpartitioning(shardId#3518049, 30), ENSURE_REQUIREMENTS, [plan_id=1009154]"]; subgraph cluster3 { isCluster="true"; id="cluster3"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n3.5 s (71 ms, 128 ms, 165 ms (stage 327437.0: task 919315))"; 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)) 3.3 s (70 ms, 126 ms, 152 ms (stage 327437.0: task 919315)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 327437.0: task 919317)) number of output rows: 30 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3518049], functions=[])"]; 5 [id="node5" labelType="html" label=" Project " tooltip="Project [shardId#3518049]"]; 6 [id="node6" labelType="html" label="Generate number of output rows: 1,906,336" tooltip="Generate explode(kpis#3518234), [shardId#3518049], true, [kpi#3518236]"]; 7 [id="node7" labelType="html" label=" Project " tooltip="Project [shardId#3518049, coalesce(kpis#3518233, []) AS kpis#3518234]"]; 8 [id="node8" 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 327437.0: task 919317))" tooltip="SortMergeJoin [shardId#3518228, worklistShardItemId#3518229L], [shardId#3518049, worklistShardItemId#3518058L], 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)) 1.1 s (31 ms, 34 ms, 50 ms (stage 327437.0: task 919335)) peak memory total (min, med, max (stageId: taskId)) 588.0 MiB (19.0 MiB, 19.0 MiB, 21.0 MiB (stage 327437.0: task 919318)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 327437.0: task 919317))" tooltip="Sort [shardId#3518228 ASC NULLS FIRST, worklistShardItemId#3518229L ASC NULLS FIRST], false, 0"]; } 11 [id="node11" 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)) 4.5 MiB (77.8 KiB, 81.5 KiB, 518.1 KiB (stage 327437.0: task 919318)) merged fetch fallback count: 0 local blocks read: 170 remote merged chunks fetched: 0 remote blocks read: 730 data size total (min, med, max (stageId: taskId)) 533.7 MiB (17.6 MiB, 17.8 MiB, 17.9 MiB (stage 327435.0: task 918986)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 121 ms (2 ms, 2 ms, 22 ms (stage 327435.0: task 919194)) 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 327437.0: task 919317)) remote bytes read total (min, med, max (stageId: taskId)) 19.2 MiB (294.1 KiB, 725.0 KiB, 745.1 KiB (stage 327437.0: task 919338)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 425 ms (4 ms, 14 ms, 31 ms (stage 327437.0: task 919314)) 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 327435.0: task 919238))" tooltip="Exchange hashpartitioning(shardId#3518228, worklistShardItemId#3518229L, 30), ENSURE_REQUIREMENTS, [plan_id=1009139]"]; subgraph cluster12 { isCluster="true"; id="cluster12"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n21.9 s (620 ms, 711 ms, 1.2 s (stage 327435.0: task 919084))"; tooltip="WholeStageCodegen (1)"; 13 [id="node13" labelType="html" label=" Project " tooltip="Project [shardId#3518228, worklistShardItemId#3518229L, kpis#3518233]"]; 14 [id="node14" labelType="html" label="Filter number of output rows: 971,644" tooltip="Filter (isnotnull(qty#3518230) AND (isnotnull(shardId#3518228) AND isnotnull(worklistShardItemId#3518229L)))"]; 15 [id="node15" 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 cluster16 { isCluster="true"; id="cluster16"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n4.5 s (71 ms, 128 ms, 347 ms (stage 327437.0: task 919315))"; tooltip="WholeStageCodegen (3)"; 17 [id="node17" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 65 ms (2 ms, 2 ms, 3 ms (stage 327437.0: task 919334)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 327437.0: task 919317)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 327437.0: task 919317))" tooltip="Sort [shardId#3518049 ASC NULLS FIRST, worklistShardItemId#3518058L ASC NULLS FIRST], false, 0"]; } 18 [id="node18" 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)) 259.4 KiB (6.0 KiB, 6.3 KiB, 21.0 KiB (stage 327437.0: task 919317)) 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)) 4.5 MiB (143.4 KiB, 157.2 KiB, 165.4 KiB (stage 327436.0: task 919006)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 43 ms (1 ms, 1 ms, 1 ms (stage 327436.0: task 919002)) 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)) 60 ms (0 ms, 2 ms, 6 ms (stage 327437.0: task 919356)) remote bytes read total (min, med, max (stageId: taskId)) 551.0 KiB (6.0 KiB, 20.7 KiB, 21.5 KiB (stage 327437.0: task 919338)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 172 ms (3 ms, 5 ms, 10 ms (stage 327437.0: task 919356)) 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 327436.0: task 919006))" tooltip="Exchange hashpartitioning(shardId#3518049, worklistShardItemId#3518058L, 30), ENSURE_REQUIREMENTS, [plan_id=1009127]"]; 19 [id="node19" labelType="html" label="InMemoryTableScan number of output rows: 119,146" tooltip="InMemoryTableScan [shardId#3518049, worklistShardItemId#3518058L]"]; 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#3518049, item#3518057L AS worklistShardItemId#3518058L]"]; 22 [id="node22" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3518061), [shardId#3518049], false, [item#3518057L]"]; 23 [id="node23" labelType="html" label=" Project " tooltip="Project [shardId#3518049, items#3518051.worklistShardItemId AS _extract_worklistShardItemId#3518061]"]; 24 [id="node24" 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)))"]; 25 [id="node25" 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; 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#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=1009139]

(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=1009127]

(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 [2]: [shardId#3518049, coalesce(kpis#3518233, []) AS kpis#3518234]
Input [5]: [shardId#3518228, worklistShardItemId#3518229L, kpis#3518233, shardId#3518049, worklistShardItemId#3518058L]

(17) Generate [codegen id : 4]
Input [2]: [shardId#3518049, kpis#3518234]
Arguments: explode(kpis#3518234), [shardId#3518049], true, [kpi#3518236]

(18) Project [codegen id : 4]
Output [1]: [shardId#3518049]
Input [2]: [shardId#3518049, kpi#3518236]

(19) HashAggregate [codegen id : 4]
Input [1]: [shardId#3518049]
Keys [1]: [shardId#3518049]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3518049]

(20) Exchange
Input [1]: [shardId#3518049]
Arguments: hashpartitioning(shardId#3518049, 30), ENSURE_REQUIREMENTS, [plan_id=1009154]

(21) HashAggregate [codegen id : 5]
Input [1]: [shardId#3518049]
Keys [1]: [shardId#3518049]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3518049]

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