crp-order-qty-opt-service - Details for Query 12632

Submitted Time: 2026/08/31 13:54:04
Duration: 8 s
Succeeded Jobs: 17652

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))\n8 ms (0 ms, 0 ms, 5 ms (stage 305638.0: task 883919))"; 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)) 3 ms (0 ms, 0 ms, 3 ms (stage 305638.0: task 883948)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 305638.0: task 883919)) number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3390109], 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: 1840.0 B merged fetch fallback count: 0 local blocks read: 20 remote merged chunks fetched: 0 remote blocks read: 10 data size total (min, med, max (stageId: taskId)) 960.0 B (32.0 B, 32.0 B, 32.0 B (stage 305637.0: task 883875)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 68 ms (0 ms, 0 ms, 28 ms (stage 305637.0: task 883890)) 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: 920.0 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 305637.0: task 883875))" tooltip="Exchange hashpartitioning(shardId#3390109, 30), ENSURE_REQUIREMENTS, [plan_id=974965]"]; subgraph cluster3 { isCluster="true"; id="cluster3"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n2.6 s (65 ms, 89 ms, 110 ms (stage 305637.0: task 883896))"; 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)) 2.5 s (64 ms, 87 ms, 108 ms (stage 305637.0: task 883896)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 305637.0: task 883875)) number of output rows: 30 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3390109], functions=[])"]; 5 [id="node5" labelType="html" label=" Project " tooltip="Project [shardId#3390109]"]; 6 [id="node6" labelType="html" label="Generate number of output rows: 1,407,024" tooltip="Generate explode(kpis#3390444), [shardId#3390109], true, [kpi#3390481]"]; 7 [id="node7" labelType="html" label=" Project " tooltip="Project [shardId#3390109, coalesce(kpis#3390349, []) AS kpis#3390444]"]; 8 [id="node8" labelType="html" label="SortMergeJoin number of output rows: 175,878 spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 305637.0: task 883875))" tooltip="SortMergeJoin [shardId#3390344, worklistShardItemId#3390345L], [shardId#3390109, worklistShardItemId#3390236L], 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 (29 ms, 34 ms, 59 ms (stage 305637.0: task 883895)) peak memory total (min, med, max (stageId: taskId)) 570.0 MiB (19.0 MiB, 19.0 MiB, 19.0 MiB (stage 305637.0: task 883875)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 305637.0: task 883875))" tooltip="Sort [shardId#3390344 ASC NULLS FIRST, worklistShardItemId#3390345L ASC NULLS FIRST], false, 0"]; } 11 [id="node11" labelType="html" label="Exchange shuffle records written: 954,474 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 954,474 local bytes read total (min, med, max (stageId: taskId)) 8.5 MiB (182.1 KiB, 342.2 KiB, 349.6 KiB (stage 305637.0: task 883892)) merged fetch fallback count: 0 local blocks read: 330 remote merged chunks fetched: 0 remote blocks read: 570 data size total (min, med, max (stageId: taskId)) 524.3 MiB (17.3 MiB, 17.5 MiB, 17.6 MiB (stage 305635.0: task 883793)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 90 ms (2 ms, 2 ms, 10 ms (stage 305635.0: task 883796)) 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 305637.0: task 883875)) remote bytes read total (min, med, max (stageId: taskId)) 14.8 MiB (442.9 KiB, 455.3 KiB, 624.5 KiB (stage 305637.0: task 883895)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 339 ms (5 ms, 8 ms, 27 ms (stage 305637.0: task 883876)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 23.3 MiB (790.3 KiB, 795.1 KiB, 802.4 KiB (stage 305635.0: task 883793))" tooltip="Exchange hashpartitioning(shardId#3390344, worklistShardItemId#3390345L, 30), ENSURE_REQUIREMENTS, [plan_id=974950]"]; subgraph cluster12 { isCluster="true"; id="cluster12"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n21.9 s (688 ms, 723 ms, 835 ms (stage 305635.0: task 883798))"; tooltip="WholeStageCodegen (1)"; 13 [id="node13" labelType="html" label=" Project " tooltip="Project [shardId#3390344, worklistShardItemId#3390345L, kpis#3390349]"]; 14 [id="node14" labelType="html" label="Filter number of output rows: 954,474" tooltip="Filter (isnotnull(qty#3390346) AND (isnotnull(shardId#3390344) AND isnotnull(worklistShardItemId#3390345L)))"]; 15 [id="node15" labelType="html" label="Scan ExistingRDD number of output rows: 1,908,948" tooltip="Scan ExistingRDD[shardId#3390344,worklistShardItemId#3390345L,qty#3390346,demandChannel#3390347,demandStream#3390348,kpis#3390349]"]; } subgraph cluster16 { isCluster="true"; id="cluster16"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n2.7 s (65 ms, 89 ms, 162 ms (stage 305637.0: task 883878))"; tooltip="WholeStageCodegen (3)"; 17 [id="node17" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 47 ms (1 ms, 1 ms, 3 ms (stage 305637.0: task 883892)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 305637.0: task 883875)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 305637.0: task 883875))" tooltip="Sort [shardId#3390109 ASC NULLS FIRST, worklistShardItemId#3390236L ASC NULLS FIRST], false, 0"]; } 18 [id="node18" labelType="html" label="Exchange shuffle records written: 87,939 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 87,939 local bytes read total (min, med, max (stageId: taskId)) 357.7 KiB (7.6 KiB, 13.9 KiB, 14.5 KiB (stage 305637.0: task 883892)) merged fetch fallback count: 0 local blocks read: 610 remote merged chunks fetched: 0 remote blocks read: 500 data size total (min, med, max (stageId: taskId)) 3.4 MiB (76.5 KiB, 90.9 KiB, 109.0 KiB (stage 305636.0: task 883835)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 51 ms (1 ms, 1 ms, 1 ms (stage 305636.0: task 883815)) 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)) 80 ms (0 ms, 0 ms, 16 ms (stage 305637.0: task 883907)) remote bytes read total (min, med, max (stageId: taskId)) 296.9 KiB (7.5 KiB, 8.0 KiB, 14.3 KiB (stage 305637.0: task 883895)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 219 ms (3 ms, 4 ms, 21 ms (stage 305637.0: task 883907)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 654.6 KiB (15.3 KiB, 17.4 KiB, 20.2 KiB (stage 305636.0: task 883827))" tooltip="Exchange hashpartitioning(shardId#3390109, worklistShardItemId#3390236L, 30), ENSURE_REQUIREMENTS, [plan_id=974938]"]; 19 [id="node19" labelType="html" label="InMemoryTableScan number of output rows: 87,939" tooltip="InMemoryTableScan [shardId#3390109, worklistShardItemId#3390236L]"]; 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#3390109, item#3390200L AS worklistShardItemId#3390236L]"]; 22 [id="node22" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3390280), [shardId#3390109], false, [item#3390200L]"]; 23 [id="node23" labelType="html" label=" Project " tooltip="Project [shardId#3390109, items#3390111.worklistShardItemId AS _extract_worklistShardItemId#3390280]"]; 24 [id="node24" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#3390109) AND ((shardId#3390109 = 0_1_10000000532) AND (isOptimal#3390113 <=> false))) AND ((size(items#3390111.worklistShardItemId, true) > 0) AND isnotnull(items#3390111.worklistShardItemId)))"]; 25 [id="node25" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#3390109,orderProposalId#3390110L,items#3390111,optimizationGroups#3390112,isOptimal#3390113,lastModified#3390114,optimizationInsights#3390115]"]; } 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#3390344, worklistShardItemId#3390345L, qty#3390346, demandChannel#3390347, demandStream#3390348, kpis#3390349]
Arguments: [shardId#3390344, worklistShardItemId#3390345L, qty#3390346, demandChannel#3390347, demandStream#3390348, kpis#3390349], MapPartitionsRDD[143784] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#3390344, worklistShardItemId#3390345L, qty#3390346, demandChannel#3390347, demandStream#3390348, kpis#3390349]
Condition : (isnotnull(qty#3390346) AND (isnotnull(shardId#3390344) AND isnotnull(worklistShardItemId#3390345L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#3390344, worklistShardItemId#3390345L, kpis#3390349]
Input [6]: [shardId#3390344, worklistShardItemId#3390345L, qty#3390346, demandChannel#3390347, demandStream#3390348, kpis#3390349]

(4) Exchange
Input [3]: [shardId#3390344, worklistShardItemId#3390345L, kpis#3390349]
Arguments: hashpartitioning(shardId#3390344, worklistShardItemId#3390345L, 30), ENSURE_REQUIREMENTS, [plan_id=974950]

(5) Sort [codegen id : 2]
Input [3]: [shardId#3390344, worklistShardItemId#3390345L, kpis#3390349]
Arguments: [shardId#3390344 ASC NULLS FIRST, worklistShardItemId#3390345L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#3390109, worklistShardItemId#3390236L]
Arguments: [shardId#3390109, worklistShardItemId#3390236L]

(7) InMemoryRelation
Arguments: [shardId#3390109, worklistShardItemId#3390236L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3390109, orderProposalId#3390110L, items#3390111, optimizationGroups#3390112, isOptimal#3390113, lastModified#3390114, optimizationInsights#3390115]
Arguments: [shardId#3390109, orderProposalId#3390110L, items#3390111, optimizationGroups#3390112, isOptimal#3390113, lastModified#3390114, optimizationInsights#3390115], MapPartitionsRDD[143758] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#3390109, orderProposalId#3390110L, items#3390111, optimizationGroups#3390112, isOptimal#3390113, lastModified#3390114, optimizationInsights#3390115]
Condition : ((isnotnull(shardId#3390109) AND ((shardId#3390109 = 0_1_10000000532) AND (isOptimal#3390113 <=> false))) AND ((size(items#3390111.worklistShardItemId, true) > 0) AND isnotnull(items#3390111.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#3390109, items#3390111.worklistShardItemId AS _extract_worklistShardItemId#3390280]
Input [7]: [shardId#3390109, orderProposalId#3390110L, items#3390111, optimizationGroups#3390112, isOptimal#3390113, lastModified#3390114, optimizationInsights#3390115]

(11) Generate [codegen id : 1]
Input [2]: [shardId#3390109, _extract_worklistShardItemId#3390280]
Arguments: explode(_extract_worklistShardItemId#3390280), [shardId#3390109], false, [item#3390200L]

(12) Project [codegen id : 1]
Output [2]: [shardId#3390109, item#3390200L AS worklistShardItemId#3390236L]
Input [2]: [shardId#3390109, item#3390200L]

(13) Exchange
Input [2]: [shardId#3390109, worklistShardItemId#3390236L]
Arguments: hashpartitioning(shardId#3390109, worklistShardItemId#3390236L, 30), ENSURE_REQUIREMENTS, [plan_id=974938]

(14) Sort [codegen id : 3]
Input [2]: [shardId#3390109, worklistShardItemId#3390236L]
Arguments: [shardId#3390109 ASC NULLS FIRST, worklistShardItemId#3390236L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#3390344, worklistShardItemId#3390345L]
Right keys [2]: [shardId#3390109, worklistShardItemId#3390236L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [2]: [shardId#3390109, coalesce(kpis#3390349, []) AS kpis#3390444]
Input [5]: [shardId#3390344, worklistShardItemId#3390345L, kpis#3390349, shardId#3390109, worklistShardItemId#3390236L]

(17) Generate [codegen id : 4]
Input [2]: [shardId#3390109, kpis#3390444]
Arguments: explode(kpis#3390444), [shardId#3390109], true, [kpi#3390481]

(18) Project [codegen id : 4]
Output [1]: [shardId#3390109]
Input [2]: [shardId#3390109, kpi#3390481]

(19) HashAggregate [codegen id : 4]
Input [1]: [shardId#3390109]
Keys [1]: [shardId#3390109]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3390109]

(20) Exchange
Input [1]: [shardId#3390109]
Arguments: hashpartitioning(shardId#3390109, 30), ENSURE_REQUIREMENTS, [plan_id=974965]

(21) HashAggregate [codegen id : 5]
Input [1]: [shardId#3390109]
Keys [1]: [shardId#3390109]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3390109]

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