crp-order-qty-opt-service - Details for Query 13358

Submitted Time: 2026/08/31 14:18:19
Duration: 5 s
Succeeded Jobs: 18543

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))\n24 ms (0 ms, 0 ms, 4 ms (stage 333477.0: task 935875))"; 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)) 5 ms (0 ms, 0 ms, 4 ms (stage 333477.0: task 935875)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 333477.0: task 935880)) number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3576228], 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: 1196.0 B merged fetch fallback count: 0 local blocks read: 13 remote merged chunks fetched: 0 remote blocks read: 17 data size total (min, med, max (stageId: taskId)) 960.0 B (32.0 B, 32.0 B, 32.0 B (stage 333476.0: task 935799)) 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, 3 ms (stage 333476.0: task 935795)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 1 ms remote bytes read: 1564.0 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 333476.0: task 935799))" tooltip="Exchange hashpartitioning(shardId#3576228, 30), ENSURE_REQUIREMENTS, [plan_id=1024507]"]; subgraph cluster3 { isCluster="true"; id="cluster3"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n2.7 s (77 ms, 89 ms, 107 ms (stage 333476.0: task 935802))"; 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)) 2.7 s (76 ms, 88 ms, 105 ms (stage 333476.0: task 935802)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 333476.0: task 935799)) number of output rows: 30 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3576228], functions=[])"]; 5 [id="node5" labelType="html" label=" Project " tooltip="Project [shardId#3576228]"]; 6 [id="node6" labelType="html" label="Generate number of output rows: 639,488" tooltip="Generate explode(kpis#3576722), [shardId#3576228], true, [kpi#3576727]"]; 7 [id="node7" labelType="html" label=" Project " tooltip="Project [shardId#3576228, coalesce(kpis#3576716, []) AS kpis#3576722]"]; 8 [id="node8" labelType="html" label="SortMergeJoin number of output rows: 79,936 spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 333476.0: task 935799))" tooltip="SortMergeJoin [shardId#3576711, worklistShardItemId#3576712L], [shardId#3576228, worklistShardItemId#3576320L], RightOuter"]; } subgraph cluster9 { isCluster="true"; id="cluster9"; label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n2.7 s (77 ms, 89 ms, 107 ms (stage 333476.0: task 935802))"; tooltip="WholeStageCodegen (2)"; 10 [id="node10" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 1.3 s (39 ms, 43 ms, 53 ms (stage 333476.0: task 935810)) peak memory total (min, med, max (stageId: taskId)) 718.0 MiB (23.0 MiB, 23.0 MiB, 25.0 MiB (stage 333476.0: task 935799)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 333476.0: task 935799))" tooltip="Sort [shardId#3576711 ASC NULLS FIRST, worklistShardItemId#3576712L 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)) 10.5 MiB (326.2 KiB, 335.0 KiB, 402.3 KiB (stage 333476.0: task 935805)) merged fetch fallback count: 0 local blocks read: 326 remote merged chunks fetched: 0 remote blocks read: 574 data size total (min, med, max (stageId: taskId)) 656.0 MiB (21.7 MiB, 21.9 MiB, 22.0 MiB (stage 333475.0: task 935597)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 112 ms (2 ms, 3 ms, 11 ms (stage 333475.0: task 935638)) 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 333476.0: task 935799)) remote bytes read total (min, med, max (stageId: taskId)) 18.5 MiB (582.5 KiB, 653.6 KiB, 674.3 KiB (stage 333476.0: task 935811)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 358 ms (7 ms, 11 ms, 22 ms (stage 333476.0: task 935802)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 29.0 MiB (982.8 KiB, 990.1 KiB, 998.9 KiB (stage 333475.0: task 935597))" tooltip="Exchange hashpartitioning(shardId#3576711, worklistShardItemId#3576712L, 30), ENSURE_REQUIREMENTS, [plan_id=1024492]"]; subgraph cluster12 { isCluster="true"; id="cluster12"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n28.2 s (840 ms, 905 ms, 1.3 s (stage 333475.0: task 935580))"; tooltip="WholeStageCodegen (1)"; 13 [id="node13" labelType="html" label=" Project " tooltip="Project [shardId#3576711, worklistShardItemId#3576712L, kpis#3576716]"]; 14 [id="node14" labelType="html" label="Filter number of output rows: 1,194,196" tooltip="Filter (isnotnull(qty#3576713) AND (isnotnull(shardId#3576711) AND isnotnull(worklistShardItemId#3576712L)))"]; 15 [id="node15" labelType="html" label="Scan ExistingRDD number of output rows: 2,388,392" tooltip="Scan ExistingRDD[shardId#3576711,worklistShardItemId#3576712L,qty#3576713,demandChannel#3576714,demandStream#3576715,kpis#3576716]"]; } subgraph cluster16 { isCluster="true"; id="cluster16"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n2.8 s (77 ms, 91 ms, 109 ms (stage 333476.0: task 935802))"; tooltip="WholeStageCodegen (3)"; 17 [id="node17" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 8 ms (0 ms, 0 ms, 2 ms (stage 333476.0: task 935800)) peak memory total (min, med, max (stageId: taskId)) 61.9 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 333476.0: task 935799)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 333476.0: task 935799))" tooltip="Sort [shardId#3576228 ASC NULLS FIRST, worklistShardItemId#3576320L ASC NULLS FIRST], false, 0"]; } 18 [id="node18" labelType="html" label="Exchange shuffle records written: 39,968 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 39,968 local bytes read total (min, med, max (stageId: taskId)) 182.1 KiB (4.0 KiB, 7.5 KiB, 7.7 KiB (stage 333476.0: task 935812)) merged fetch fallback count: 0 local blocks read: 577 remote merged chunks fetched: 0 remote blocks read: 533 data size total (min, med, max (stageId: taskId)) 1561.3 KiB (23.9 KiB, 42.9 KiB, 67.9 KiB (stage 333474.0: task 935568)) 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, 2 ms (stage 333474.0: task 935551)) 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)) 11 ms (0 ms, 0 ms, 3 ms (stage 333476.0: task 935808)) remote bytes read total (min, med, max (stageId: taskId)) 168.9 KiB (4.0 KiB, 4.3 KiB, 7.7 KiB (stage 333476.0: task 935803)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 156 ms (3 ms, 5 ms, 10 ms (stage 333476.0: task 935828)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 351.0 KiB (6.8 KiB, 9.6 KiB, 13.2 KiB (stage 333474.0: task 935568))" tooltip="Exchange hashpartitioning(shardId#3576228, worklistShardItemId#3576320L, 30), ENSURE_REQUIREMENTS, [plan_id=1024480]"]; 19 [id="node19" labelType="html" label="InMemoryTableScan number of output rows: 39,968" tooltip="InMemoryTableScan [shardId#3576228, worklistShardItemId#3576320L]"]; 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#3576228, item#3576319L AS worklistShardItemId#3576320L]"]; 22 [id="node22" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3576399), [shardId#3576228], false, [item#3576319L]"]; 23 [id="node23" labelType="html" label=" Project " tooltip="Project [shardId#3576228, items#3576230.worklistShardItemId AS _extract_worklistShardItemId#3576399]"]; 24 [id="node24" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#3576228) AND ((shardId#3576228 = 0_7_10000000532) AND (isOptimal#3576232 <=> false))) AND ((size(items#3576230.worklistShardItemId, true) > 0) AND isnotnull(items#3576230.worklistShardItemId)))"]; 25 [id="node25" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#3576228,orderProposalId#3576229L,items#3576230,optimizationGroups#3576231,isOptimal#3576232,lastModified#3576233,optimizationInsights#3576234]"]; } 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#3576711, worklistShardItemId#3576712L, qty#3576713, demandChannel#3576714, demandStream#3576715, kpis#3576716]
Arguments: [shardId#3576711, worklistShardItemId#3576712L, qty#3576713, demandChannel#3576714, demandStream#3576715, kpis#3576716], MapPartitionsRDD[152079] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#3576711, worklistShardItemId#3576712L, qty#3576713, demandChannel#3576714, demandStream#3576715, kpis#3576716]
Condition : (isnotnull(qty#3576713) AND (isnotnull(shardId#3576711) AND isnotnull(worklistShardItemId#3576712L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#3576711, worklistShardItemId#3576712L, kpis#3576716]
Input [6]: [shardId#3576711, worklistShardItemId#3576712L, qty#3576713, demandChannel#3576714, demandStream#3576715, kpis#3576716]

(4) Exchange
Input [3]: [shardId#3576711, worklistShardItemId#3576712L, kpis#3576716]
Arguments: hashpartitioning(shardId#3576711, worklistShardItemId#3576712L, 30), ENSURE_REQUIREMENTS, [plan_id=1024492]

(5) Sort [codegen id : 2]
Input [3]: [shardId#3576711, worklistShardItemId#3576712L, kpis#3576716]
Arguments: [shardId#3576711 ASC NULLS FIRST, worklistShardItemId#3576712L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#3576228, worklistShardItemId#3576320L]
Arguments: [shardId#3576228, worklistShardItemId#3576320L]

(7) InMemoryRelation
Arguments: [shardId#3576228, worklistShardItemId#3576320L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3576228, orderProposalId#3576229L, items#3576230, optimizationGroups#3576231, isOptimal#3576232, lastModified#3576233, optimizationInsights#3576234]
Arguments: [shardId#3576228, orderProposalId#3576229L, items#3576230, optimizationGroups#3576231, isOptimal#3576232, lastModified#3576233, optimizationInsights#3576234], MapPartitionsRDD[152025] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#3576228, orderProposalId#3576229L, items#3576230, optimizationGroups#3576231, isOptimal#3576232, lastModified#3576233, optimizationInsights#3576234]
Condition : ((isnotnull(shardId#3576228) AND ((shardId#3576228 = 0_7_10000000532) AND (isOptimal#3576232 <=> false))) AND ((size(items#3576230.worklistShardItemId, true) > 0) AND isnotnull(items#3576230.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#3576228, items#3576230.worklistShardItemId AS _extract_worklistShardItemId#3576399]
Input [7]: [shardId#3576228, orderProposalId#3576229L, items#3576230, optimizationGroups#3576231, isOptimal#3576232, lastModified#3576233, optimizationInsights#3576234]

(11) Generate [codegen id : 1]
Input [2]: [shardId#3576228, _extract_worklistShardItemId#3576399]
Arguments: explode(_extract_worklistShardItemId#3576399), [shardId#3576228], false, [item#3576319L]

(12) Project [codegen id : 1]
Output [2]: [shardId#3576228, item#3576319L AS worklistShardItemId#3576320L]
Input [2]: [shardId#3576228, item#3576319L]

(13) Exchange
Input [2]: [shardId#3576228, worklistShardItemId#3576320L]
Arguments: hashpartitioning(shardId#3576228, worklistShardItemId#3576320L, 30), ENSURE_REQUIREMENTS, [plan_id=1024480]

(14) Sort [codegen id : 3]
Input [2]: [shardId#3576228, worklistShardItemId#3576320L]
Arguments: [shardId#3576228 ASC NULLS FIRST, worklistShardItemId#3576320L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#3576711, worklistShardItemId#3576712L]
Right keys [2]: [shardId#3576228, worklistShardItemId#3576320L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [2]: [shardId#3576228, coalesce(kpis#3576716, []) AS kpis#3576722]
Input [5]: [shardId#3576711, worklistShardItemId#3576712L, kpis#3576716, shardId#3576228, worklistShardItemId#3576320L]

(17) Generate [codegen id : 4]
Input [2]: [shardId#3576228, kpis#3576722]
Arguments: explode(kpis#3576722), [shardId#3576228], true, [kpi#3576727]

(18) Project [codegen id : 4]
Output [1]: [shardId#3576228]
Input [2]: [shardId#3576228, kpi#3576727]

(19) HashAggregate [codegen id : 4]
Input [1]: [shardId#3576228]
Keys [1]: [shardId#3576228]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3576228]

(20) Exchange
Input [1]: [shardId#3576228]
Arguments: hashpartitioning(shardId#3576228, 30), ENSURE_REQUIREMENTS, [plan_id=1024507]

(21) HashAggregate [codegen id : 5]
Input [1]: [shardId#3576228]
Keys [1]: [shardId#3576228]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3576228]

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	fb7f6fa8-0c21-3699-9dc3-f9db990e9763
temporal.activity.type	RunStreamWithId