crp-order-qty-opt-service - Details for Query 13083

Submitted Time: 2026/08/31 14:12:30
Duration: 3 s
Succeeded Jobs: 18208

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))\n104 ms (0 ms, 0 ms, 17 ms (stage 326379.0: task 916297))"; 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, 6 ms (stage 326379.0: task 916297)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 326379.0: task 916305)) number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3506427], 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: 1748.0 B merged fetch fallback count: 0 local blocks read: 19 remote merged chunks fetched: 0 remote blocks read: 11 data size total (min, med, max (stageId: taskId)) 960.0 B (32.0 B, 32.0 B, 32.0 B (stage 326378.0: task 916271)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 52 ms (0 ms, 0 ms, 21 ms (stage 326378.0: task 916269)) 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: 1012.0 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 326378.0: task 916271))" tooltip="Exchange hashpartitioning(shardId#3506427, 30), ENSURE_REQUIREMENTS, [plan_id=1005764]"]; subgraph cluster3 { isCluster="true"; id="cluster3"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n5.4 s (53 ms, 117 ms, 409 ms (stage 326378.0: task 916264))"; 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)) 5.2 s (52 ms, 99 ms, 403 ms (stage 326378.0: task 916264)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 326378.0: task 916271)) number of output rows: 30 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3506427], functions=[])"]; 5 [id="node5" labelType="html" label=" Project " tooltip="Project [shardId#3506427]"]; 6 [id="node6" labelType="html" label="Generate number of output rows: 1,917,776" tooltip="Generate explode(kpis#3509119), [shardId#3506427], true, [kpi#3509121]"]; 7 [id="node7" labelType="html" label=" Project " tooltip="Project [shardId#3506427, coalesce(kpis#3509118, []) AS kpis#3509119]"]; 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 326378.0: task 916271))" tooltip="SortMergeJoin [shardId#3509113, worklistShardItemId#3509114L], [shardId#3506427, worklistShardItemId#3506449L], 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)) 838 ms (21 ms, 23 ms, 82 ms (stage 326378.0: task 916293)) peak memory total (min, med, max (stageId: taskId)) 450.0 MiB (15.0 MiB, 15.0 MiB, 15.0 MiB (stage 326378.0: task 916271)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 326378.0: task 916271))" tooltip="Sort [shardId#3509113 ASC NULLS FIRST, worklistShardItemId#3509114L ASC NULLS FIRST], false, 0"]; } 11 [id="node11" labelType="html" label="Exchange shuffle records written: 733,352 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 733,352 local bytes read total (min, med, max (stageId: taskId)) 6.1 MiB (194.5 KiB, 212.1 KiB, 220.4 KiB (stage 326378.0: task 916279)) merged fetch fallback count: 0 local blocks read: 379 remote merged chunks fetched: 0 remote blocks read: 731 data size total (min, med, max (stageId: taskId)) 402.8 MiB (10.8 MiB, 10.9 MiB, 11.0 MiB (stage 326376.0: task 916145)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 190 ms (2 ms, 2 ms, 41 ms (stage 326376.0: task 916227)) 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 326378.0: task 916271)) remote bytes read total (min, med, max (stageId: taskId)) 11.9 MiB (391.9 KiB, 402.0 KiB, 422.6 KiB (stage 326378.0: task 916281)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 366 ms (4 ms, 8 ms, 55 ms (stage 326378.0: task 916296)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 18.0 MiB (493.5 KiB, 497.7 KiB, 506.4 KiB (stage 326376.0: task 916145))" tooltip="Exchange hashpartitioning(shardId#3509113, worklistShardItemId#3509114L, 30), ENSURE_REQUIREMENTS, [plan_id=1005749]"]; subgraph cluster12 { isCluster="true"; id="cluster12"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n14.3 s (346 ms, 382 ms, 427 ms (stage 326376.0: task 916110))"; tooltip="WholeStageCodegen (1)"; 13 [id="node13" labelType="html" label=" Project " tooltip="Project [shardId#3509113, worklistShardItemId#3509114L, kpis#3509118]"]; 14 [id="node14" labelType="html" label="Filter number of output rows: 733,352" tooltip="Filter (isnotnull(qty#3509115) AND (isnotnull(shardId#3509113) AND isnotnull(worklistShardItemId#3509114L)))"]; 15 [id="node15" labelType="html" label="Scan ExistingRDD number of output rows: 1,466,704" tooltip="Scan ExistingRDD[shardId#3509113,worklistShardItemId#3509114L,qty#3509115,demandChannel#3509116,demandStream#3509117,kpis#3509118]"]; } subgraph cluster16 { isCluster="true"; id="cluster16"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n6.1 s (54 ms, 165 ms, 455 ms (stage 326378.0: task 916264))"; tooltip="WholeStageCodegen (3)"; 17 [id="node17" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 68 ms (2 ms, 2 ms, 3 ms (stage 326378.0: task 916275)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 326378.0: task 916271)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 326378.0: task 916271))" tooltip="Sort [shardId#3506427 ASC NULLS FIRST, worklistShardItemId#3506449L 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)) 307.3 KiB (5.9 KiB, 6.2 KiB, 17.8 KiB (stage 326378.0: task 916285)) merged fetch fallback count: 0 local blocks read: 405 remote merged chunks fetched: 0 remote blocks read: 705 data size total (min, med, max (stageId: taskId)) 4.6 MiB (115.5 KiB, 125.5 KiB, 133.5 KiB (stage 326377.0: task 916129)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 70 ms (1 ms, 1 ms, 13 ms (stage 326377.0: task 916121)) 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)) 121 ms (0 ms, 0 ms, 47 ms (stage 326378.0: task 916296)) remote bytes read total (min, med, max (stageId: taskId)) 537.5 KiB (10.2 KiB, 21.9 KiB, 22.8 KiB (stage 326378.0: task 916295)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 309 ms (3 ms, 7 ms, 55 ms (stage 326378.0: task 916296)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 844.8 KiB (21.3 KiB, 22.9 KiB, 24.0 KiB (stage 326377.0: task 916160))" tooltip="Exchange hashpartitioning(shardId#3506427, worklistShardItemId#3506449L, 30), ENSURE_REQUIREMENTS, [plan_id=1005737]"]; 19 [id="node19" labelType="html" label="InMemoryTableScan number of output rows: 119,861" tooltip="InMemoryTableScan [shardId#3506427, worklistShardItemId#3506449L]"]; 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#3506427, item#3506448L AS worklistShardItemId#3506449L]"]; 22 [id="node22" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3506452), [shardId#3506427], false, [item#3506448L]"]; 23 [id="node23" labelType="html" label=" Project " tooltip="Project [shardId#3506427, items#3506429.worklistShardItemId AS _extract_worklistShardItemId#3506452]"]; 24 [id="node24" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#3506427) AND ((shardId#3506427 = 0_5_10000000532) AND (isOptimal#3506431 <=> false))) AND ((size(items#3506429.worklistShardItemId, true) > 0) AND isnotnull(items#3506429.worklistShardItemId)))"]; 25 [id="node25" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#3506427,orderProposalId#3506428L,items#3506429,optimizationGroups#3506430,isOptimal#3506431,lastModified#3506432,optimizationInsights#3506433]"]; } 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#3509113, worklistShardItemId#3509114L, qty#3509115, demandChannel#3509116, demandStream#3509117, kpis#3509118]
Arguments: [shardId#3509113, worklistShardItemId#3509114L, qty#3509115, demandChannel#3509116, demandStream#3509117, kpis#3509118], MapPartitionsRDD[148994] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#3509113, worklistShardItemId#3509114L, qty#3509115, demandChannel#3509116, demandStream#3509117, kpis#3509118]
Condition : (isnotnull(qty#3509115) AND (isnotnull(shardId#3509113) AND isnotnull(worklistShardItemId#3509114L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#3509113, worklistShardItemId#3509114L, kpis#3509118]
Input [6]: [shardId#3509113, worklistShardItemId#3509114L, qty#3509115, demandChannel#3509116, demandStream#3509117, kpis#3509118]

(4) Exchange
Input [3]: [shardId#3509113, worklistShardItemId#3509114L, kpis#3509118]
Arguments: hashpartitioning(shardId#3509113, worklistShardItemId#3509114L, 30), ENSURE_REQUIREMENTS, [plan_id=1005749]

(5) Sort [codegen id : 2]
Input [3]: [shardId#3509113, worklistShardItemId#3509114L, kpis#3509118]
Arguments: [shardId#3509113 ASC NULLS FIRST, worklistShardItemId#3509114L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#3506427, worklistShardItemId#3506449L]
Arguments: [shardId#3506427, worklistShardItemId#3506449L]

(7) InMemoryRelation
Arguments: [shardId#3506427, worklistShardItemId#3506449L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3506427, orderProposalId#3506428L, items#3506429, optimizationGroups#3506430, isOptimal#3506431, lastModified#3506432, optimizationInsights#3506433]
Arguments: [shardId#3506427, orderProposalId#3506428L, items#3506429, optimizationGroups#3506430, isOptimal#3506431, lastModified#3506432, optimizationInsights#3506433], MapPartitionsRDD[148931] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#3506427, orderProposalId#3506428L, items#3506429, optimizationGroups#3506430, isOptimal#3506431, lastModified#3506432, optimizationInsights#3506433]
Condition : ((isnotnull(shardId#3506427) AND ((shardId#3506427 = 0_5_10000000532) AND (isOptimal#3506431 <=> false))) AND ((size(items#3506429.worklistShardItemId, true) > 0) AND isnotnull(items#3506429.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#3506427, items#3506429.worklistShardItemId AS _extract_worklistShardItemId#3506452]
Input [7]: [shardId#3506427, orderProposalId#3506428L, items#3506429, optimizationGroups#3506430, isOptimal#3506431, lastModified#3506432, optimizationInsights#3506433]

(11) Generate [codegen id : 1]
Input [2]: [shardId#3506427, _extract_worklistShardItemId#3506452]
Arguments: explode(_extract_worklistShardItemId#3506452), [shardId#3506427], false, [item#3506448L]

(12) Project [codegen id : 1]
Output [2]: [shardId#3506427, item#3506448L AS worklistShardItemId#3506449L]
Input [2]: [shardId#3506427, item#3506448L]

(13) Exchange
Input [2]: [shardId#3506427, worklistShardItemId#3506449L]
Arguments: hashpartitioning(shardId#3506427, worklistShardItemId#3506449L, 30), ENSURE_REQUIREMENTS, [plan_id=1005737]

(14) Sort [codegen id : 3]
Input [2]: [shardId#3506427, worklistShardItemId#3506449L]
Arguments: [shardId#3506427 ASC NULLS FIRST, worklistShardItemId#3506449L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#3509113, worklistShardItemId#3509114L]
Right keys [2]: [shardId#3506427, worklistShardItemId#3506449L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [2]: [shardId#3506427, coalesce(kpis#3509118, []) AS kpis#3509119]
Input [5]: [shardId#3509113, worklistShardItemId#3509114L, kpis#3509118, shardId#3506427, worklistShardItemId#3506449L]

(17) Generate [codegen id : 4]
Input [2]: [shardId#3506427, kpis#3509119]
Arguments: explode(kpis#3509119), [shardId#3506427], true, [kpi#3509121]

(18) Project [codegen id : 4]
Output [1]: [shardId#3506427]
Input [2]: [shardId#3506427, kpi#3509121]

(19) HashAggregate [codegen id : 4]
Input [1]: [shardId#3506427]
Keys [1]: [shardId#3506427]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3506427]

(20) Exchange
Input [1]: [shardId#3506427]
Arguments: hashpartitioning(shardId#3506427, 30), ENSURE_REQUIREMENTS, [plan_id=1005764]

(21) HashAggregate [codegen id : 5]
Input [1]: [shardId#3506427]
Keys [1]: [shardId#3506427]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3506427]

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	51
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