crp-order-qty-opt-service - Details for Query 12630

Submitted Time: 2026/08/31 13:53:49
Duration: 6 s
Succeeded Jobs: 17649

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 (6)\n \nduration: 44 ms"; tooltip="WholeStageCodegen (6)"; 1 [id="node1" labelType="html" label="Sort sort time: 0 ms peak memory: 2.1 MiB spill size: 0.0 B" tooltip="Sort [label#3390484 ASC NULLS FIRST], true, 0"]; 2 [id="node2" labelType="html" label=" GlobalLimit " tooltip="GlobalLimit 10001, 0"]; } 3 [id="node3" labelType="html" label="Exchange shuffle records written: 8 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 8 local bytes read: 679.0 B merged fetch fallback count: 0 local blocks read: 6 remote merged chunks fetched: 0 remote blocks read: 0 data size total (min, med, max (stageId: taskId)) 352.0 B (40.0 B, 48.0 B, 104.0 B (stage 305556.0: task 883569)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 305556.0: task 883568)) 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: 0.0 B number of partitions: 1 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 679.0 B (100.0 B, 108.0 B, 142.0 B (stage 305556.0: task 883569))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=974746]"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n27 ms (0 ms, 0 ms, 7 ms (stage 305556.0: task 883568))"; tooltip="WholeStageCodegen (5)"; 5 [id="node5" labelType="html" label=" LocalLimit " tooltip="LocalLimit 10001"]; 6 [id="node6" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 12 ms (0 ms, 0 ms, 2 ms (stage 305556.0: task 883568)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 305556.0: task 883568)) number of output rows: 8 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3390484], functions=[])"]; } 7 [id="node7" labelType="html" label="Exchange shuffle records written: 240 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 240 local bytes read total (min, med, max (stageId: taskId)) 9.3 KiB (1400.0 B, 1512.0 B, 1988.0 B (stage 305556.0: task 883569)) merged fetch fallback count: 0 local blocks read: 84 remote merged chunks fetched: 0 remote blocks read: 96 data size total (min, med, max (stageId: taskId)) 10.3 KiB (352.0 B, 352.0 B, 352.0 B (stage 305555.0: task 883530)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 29 ms (0 ms, 0 ms, 9 ms (stage 305555.0: task 883534)) 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 305556.0: task 883568)) remote bytes read total (min, med, max (stageId: taskId)) 10.6 KiB (1600.0 B, 1728.0 B, 2.2 KiB (stage 305556.0: task 883569)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 7 ms (1 ms, 1 ms, 2 ms (stage 305556.0: task 883568)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 19.9 KiB (679.0 B, 679.0 B, 679.0 B (stage 305555.0: task 883530))" tooltip="Exchange hashpartitioning(label#3390484, 30), ENSURE_REQUIREMENTS, [plan_id=974741]"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n3.6 s (67 ms, 97 ms, 288 ms (stage 305555.0: task 883530))"; tooltip="WholeStageCodegen (4)"; 9 [id="node9" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 3.4 s (66 ms, 95 ms, 281 ms (stage 305555.0: task 883531)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 305555.0: task 883530)) number of output rows: 240 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3390484], functions=[])"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [concat(kpi:, kpi#3390481) AS label#3390484]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 1,407,024" tooltip="Generate explode(_extract_label#3390588), true, [kpi#3390481]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [coalesce(kpis#3390349, []).label AS _extract_label#3390588]"]; 13 [id="node13" 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 305555.0: task 883530))" tooltip="SortMergeJoin [shardId#3390344, worklistShardItemId#3390345L], [shardId#3390109, worklistShardItemId#3390236L], RightOuter"]; } subgraph cluster14 { isCluster="true"; id="cluster14"; label="WholeStageCodegen (2)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (2)"; 15 [id="node15" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 1.2 s (29 ms, 34 ms, 79 ms (stage 305555.0: task 883540)) peak memory total (min, med, max (stageId: taskId)) 570.0 MiB (19.0 MiB, 19.0 MiB, 19.0 MiB (stage 305555.0: task 883530)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 305555.0: task 883530))" tooltip="Sort [shardId#3390344 ASC NULLS FIRST, worklistShardItemId#3390345L ASC NULLS FIRST], false, 0"]; } 16 [id="node16" 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)) 7.0 MiB (232.2 KiB, 239.1 KiB, 246.6 KiB (stage 305555.0: task 883547)) merged fetch fallback count: 0 local blocks read: 270 remote merged chunks fetched: 0 remote blocks read: 630 data size total (min, med, max (stageId: taskId)) 524.3 MiB (17.3 MiB, 17.5 MiB, 17.6 MiB (stage 305553.0: task 883381)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 84 ms (2 ms, 2 ms, 3 ms (stage 305553.0: task 883387)) 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)) 308 ms (0 ms, 0 ms, 155 ms (stage 305555.0: task 883531)) remote bytes read total (min, med, max (stageId: taskId)) 16.3 MiB (543.6 KiB, 556.7 KiB, 568.4 KiB (stage 305555.0: task 883546)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 1.1 s (4 ms, 7 ms, 272 ms (stage 305555.0: task 883531)) 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 305553.0: task 883381))" tooltip="Exchange hashpartitioning(shardId#3390344, worklistShardItemId#3390345L, 30), ENSURE_REQUIREMENTS, [plan_id=974726]"]; subgraph cluster17 { isCluster="true"; id="cluster17"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n23.1 s (653 ms, 718 ms, 1.3 s (stage 305553.0: task 883406))"; tooltip="WholeStageCodegen (1)"; 18 [id="node18" labelType="html" label=" Project " tooltip="Project [shardId#3390344, worklistShardItemId#3390345L, kpis#3390349]"]; 19 [id="node19" labelType="html" label="Filter number of output rows: 954,474" tooltip="Filter (isnotnull(qty#3390346) AND (isnotnull(shardId#3390344) AND isnotnull(worklistShardItemId#3390345L)))"]; 20 [id="node20" 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 cluster21 { isCluster="true"; id="cluster21"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n4.0 s (67 ms, 97 ms, 418 ms (stage 305555.0: task 883531))"; tooltip="WholeStageCodegen (3)"; 22 [id="node22" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 86 ms (1 ms, 1 ms, 17 ms (stage 305555.0: task 883533)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 305555.0: task 883530)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 305555.0: task 883530))" tooltip="Sort [shardId#3390109 ASC NULLS FIRST, worklistShardItemId#3390236L ASC NULLS FIRST], false, 0"]; } 23 [id="node23" 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)) 284.1 KiB (5.7 KiB, 6.3 KiB, 13.8 KiB (stage 305555.0: task 883551)) merged fetch fallback count: 0 local blocks read: 482 remote merged chunks fetched: 0 remote blocks read: 628 data size total (min, med, max (stageId: taskId)) 3.4 MiB (76.5 KiB, 90.9 KiB, 109.0 KiB (stage 305554.0: task 883426)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 67 ms (1 ms, 1 ms, 2 ms (stage 305554.0: task 883401)) 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)) 225 ms (0 ms, 0 ms, 91 ms (stage 305555.0: task 883532)) remote bytes read total (min, med, max (stageId: taskId)) 370.5 KiB (8.0 KiB, 15.6 KiB, 16.3 KiB (stage 305555.0: task 883532)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 709 ms (4 ms, 4 ms, 257 ms (stage 305555.0: task 883532)) 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 305554.0: task 883415))" tooltip="Exchange hashpartitioning(shardId#3390109, worklistShardItemId#3390236L, 30), ENSURE_REQUIREMENTS, [plan_id=974709]"]; 24 [id="node24" labelType="html" label="InMemoryTableScan number of output rows: 87,939" tooltip="InMemoryTableScan [shardId#3390109, worklistShardItemId#3390236L]"]; subgraph cluster25 { isCluster="true"; id="cluster25"; label="WholeStageCodegen (1)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (1)"; 26 [id="node26" labelType="html" label=" Project " tooltip="Project [shardId#3390109, item#3390200L AS worklistShardItemId#3390236L]"]; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3390280), [shardId#3390109], false, [item#3390200L]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [shardId#3390109, items#3390111.worklistShardItemId AS _extract_worklistShardItemId#3390280]"]; 29 [id="node29" 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)))"]; 30 [id="node30" 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; 3->2; 5->3; 6->5; 7->6; 9->7; 10->9; 11->10; 12->11; 13->12; 15->13; 16->15; 18->16; 19->18; 20->19; 22->13; 23->22; 24->23; 26->24; 27->26; 28->27; 29->28; 30->29; }

Details

== Physical Plan ==
* Sort (25)
+- * GlobalLimit (24)
   +- Exchange (23)
      +- * LocalLimit (22)
         +- * 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=974726]

(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=974709]

(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 [1]: [coalesce(kpis#3390349, []).label AS _extract_label#3390588]
Input [5]: [shardId#3390344, worklistShardItemId#3390345L, kpis#3390349, shardId#3390109, worklistShardItemId#3390236L]

(17) Generate [codegen id : 4]
Input [1]: [_extract_label#3390588]
Arguments: explode(_extract_label#3390588), true, [kpi#3390481]

(18) Project [codegen id : 4]
Output [1]: [concat(kpi:, kpi#3390481) AS label#3390484]
Input [1]: [kpi#3390481]

(19) HashAggregate [codegen id : 4]
Input [1]: [label#3390484]
Keys [1]: [label#3390484]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3390484]

(20) Exchange
Input [1]: [label#3390484]
Arguments: hashpartitioning(label#3390484, 30), ENSURE_REQUIREMENTS, [plan_id=974741]

(21) HashAggregate [codegen id : 5]
Input [1]: [label#3390484]
Keys [1]: [label#3390484]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3390484]

(22) LocalLimit [codegen id : 5]
Input [1]: [label#3390484]
Arguments: 10001

(23) Exchange
Input [1]: [label#3390484]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=974746]

(24) GlobalLimit [codegen id : 6]
Input [1]: [label#3390484]
Arguments: 10001, 0

(25) Sort [codegen id : 6]
Input [1]: [label#3390484]
Arguments: [label#3390484 ASC NULLS FIRST], true, 0

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