crp-order-qty-opt-service - Details for Query 12638

Submitted Time: 2026/08/31 13:54:18
Duration: 7 s
Succeeded Jobs: 17660

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: 45 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#3391527 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: 200.0 B merged fetch fallback count: 0 local blocks read: 2 remote merged chunks fetched: 0 remote blocks read: 4 data size total (min, med, max (stageId: taskId)) 352.0 B (40.0 B, 48.0 B, 104.0 B (stage 305777.0: task 884562)) 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 305777.0: task 884568)) 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: 479.0 B number of partitions: 1 remote reqs duration: 1 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 305777.0: task 884562))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=975531]"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n40 ms (0 ms, 0 ms, 9 ms (stage 305777.0: task 884562))"; 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)) 15 ms (0 ms, 0 ms, 3 ms (stage 305777.0: task 884561)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 305777.0: task 884562)) number of output rows: 8 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3391527], 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)) 10.8 KiB (1200.0 B, 1944.0 B, 2.5 KiB (stage 305777.0: task 884562)) merged fetch fallback count: 0 local blocks read: 96 remote merged chunks fetched: 0 remote blocks read: 84 data size total (min, med, max (stageId: taskId)) 10.3 KiB (352.0 B, 352.0 B, 352.0 B (stage 305776.0: task 884503)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 21 ms (0 ms, 0 ms, 0 ms (stage 305776.0: task 884532)) 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 305777.0: task 884562)) remote bytes read total (min, med, max (stageId: taskId)) 9.1 KiB (1296.0 B, 1704.0 B, 1800.0 B (stage 305777.0: task 884563)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 9 ms (1 ms, 2 ms, 2 ms (stage 305777.0: task 884569)) 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 305776.0: task 884503))" tooltip="Exchange hashpartitioning(label#3391527, 30), ENSURE_REQUIREMENTS, [plan_id=975526]"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n4.0 s (89 ms, 119 ms, 237 ms (stage 305776.0: task 884505))"; 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)) 3.6 s (87 ms, 113 ms, 183 ms (stage 305776.0: task 884505)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 305776.0: task 884503)) number of output rows: 240 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3391527], functions=[])"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [concat(kpi:, kpi#3391526) AS label#3391527]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 639,488" tooltip="Generate explode(_extract_label#3391554), true, [kpi#3391526]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [coalesce(kpis#3391510, []).label AS _extract_label#3391554]"]; 13 [id="node13" 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 305776.0: task 884503))" tooltip="SortMergeJoin [shardId#3391505, worklistShardItemId#3391506L], [shardId#3390350, worklistShardItemId#3390372L], RightOuter"]; } subgraph cluster14 { isCluster="true"; id="cluster14"; label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n4.2 s (88 ms, 114 ms, 275 ms (stage 305776.0: task 884505))"; tooltip="WholeStageCodegen (2)"; 15 [id="node15" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 1.6 s (38 ms, 49 ms, 96 ms (stage 305776.0: task 884540)) peak memory total (min, med, max (stageId: taskId)) 722.0 MiB (23.0 MiB, 25.0 MiB, 25.0 MiB (stage 305776.0: task 884506)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 305776.0: task 884503))" tooltip="Sort [shardId#3391505 ASC NULLS FIRST, worklistShardItemId#3391506L ASC NULLS FIRST], false, 0"]; } 16 [id="node16" 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)) 12.4 MiB (393.2 KiB, 432.0 KiB, 440.4 KiB (stage 305776.0: task 884530)) merged fetch fallback count: 0 local blocks read: 378 remote merged chunks fetched: 0 remote blocks read: 522 data size total (min, med, max (stageId: taskId)) 656.0 MiB (21.8 MiB, 21.9 MiB, 22.0 MiB (stage 305775.0: task 884488)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 111 ms (3 ms, 3 ms, 6 ms (stage 305775.0: task 884474)) 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 305776.0: task 884503)) remote bytes read total (min, med, max (stageId: taskId)) 17.1 MiB (562.9 KiB, 576.1 KiB, 612.0 KiB (stage 305776.0: task 884529)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 226 ms (5 ms, 6 ms, 21 ms (stage 305776.0: task 884538)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 29.4 MiB (998.2 KiB, 1004.4 KiB, 1011.7 KiB (stage 305775.0: task 884354))" tooltip="Exchange hashpartitioning(shardId#3391505, worklistShardItemId#3391506L, 30), ENSURE_REQUIREMENTS, [plan_id=975511]"]; subgraph cluster17 { isCluster="true"; id="cluster17"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n28.2 s (828 ms, 919 ms, 1.2 s (stage 305775.0: task 884306))"; tooltip="WholeStageCodegen (1)"; 18 [id="node18" labelType="html" label=" Project " tooltip="Project [shardId#3391505, worklistShardItemId#3391506L, kpis#3391510]"]; 19 [id="node19" labelType="html" label="Filter number of output rows: 1,194,196" tooltip="Filter (isnotnull(qty#3391507) AND (isnotnull(shardId#3391505) AND isnotnull(worklistShardItemId#3391506L)))"]; 20 [id="node20" labelType="html" label="Scan ExistingRDD number of output rows: 2,388,392" tooltip="Scan ExistingRDD[shardId#3391505,worklistShardItemId#3391506L,qty#3391507,demandChannel#3391508,demandStream#3391509,kpis#3391510]"]; } subgraph cluster21 { isCluster="true"; id="cluster21"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n4.6 s (89 ms, 114 ms, 355 ms (stage 305776.0: task 884505))"; tooltip="WholeStageCodegen (3)"; 22 [id="node22" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 44 ms (0 ms, 0 ms, 9 ms (stage 305776.0: task 884503)) peak memory total (min, med, max (stageId: taskId)) 61.9 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 305776.0: task 884503)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 305776.0: task 884503))" tooltip="Sort [shardId#3390350 ASC NULLS FIRST, worklistShardItemId#3390372L ASC NULLS FIRST], false, 0"]; } 23 [id="node23" 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)) 159.3 KiB (3.5 KiB, 3.8 KiB, 8.0 KiB (stage 305776.0: task 884508)) merged fetch fallback count: 0 local blocks read: 504 remote merged chunks fetched: 0 remote blocks read: 606 data size total (min, med, max (stageId: taskId)) 1561.3 KiB (23.9 KiB, 43.8 KiB, 61.2 KiB (stage 305774.0: task 884228)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 56 ms (1 ms, 1 ms, 2 ms (stage 305774.0: task 884240)) 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)) 14 ms (0 ms, 0 ms, 14 ms (stage 305776.0: task 884538)) remote bytes read total (min, med, max (stageId: taskId)) 192.0 KiB (3.9 KiB, 8.0 KiB, 8.3 KiB (stage 305776.0: task 884539)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 155 ms (3 ms, 5 ms, 20 ms (stage 305776.0: task 884538)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 351.2 KiB (6.8 KiB, 9.7 KiB, 12.3 KiB (stage 305774.0: task 884228))" tooltip="Exchange hashpartitioning(shardId#3390350, worklistShardItemId#3390372L, 30), ENSURE_REQUIREMENTS, [plan_id=975494]"]; 24 [id="node24" labelType="html" label="InMemoryTableScan number of output rows: 39,968" tooltip="InMemoryTableScan [shardId#3390350, worklistShardItemId#3390372L]"]; 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#3390350, item#3390371L AS worklistShardItemId#3390372L]"]; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3390483), [shardId#3390350], false, [item#3390371L]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [shardId#3390350, items#3390352.worklistShardItemId AS _extract_worklistShardItemId#3390483]"]; 29 [id="node29" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#3390350) AND ((shardId#3390350 = 0_7_10000000532) AND (isOptimal#3390354 <=> false))) AND ((size(items#3390352.worklistShardItemId, true) > 0) AND isnotnull(items#3390352.worklistShardItemId)))"]; 30 [id="node30" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#3390350,orderProposalId#3390351L,items#3390352,optimizationGroups#3390353,isOptimal#3390354,lastModified#3390355,optimizationInsights#3390356]"]; } 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#3391505, worklistShardItemId#3391506L, qty#3391507, demandChannel#3391508, demandStream#3391509, kpis#3391510]
Arguments: [shardId#3391505, worklistShardItemId#3391506L, qty#3391507, demandChannel#3391508, demandStream#3391509, kpis#3391510], MapPartitionsRDD[143900] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#3391505, worklistShardItemId#3391506L, qty#3391507, demandChannel#3391508, demandStream#3391509, kpis#3391510]
Condition : (isnotnull(qty#3391507) AND (isnotnull(shardId#3391505) AND isnotnull(worklistShardItemId#3391506L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#3391505, worklistShardItemId#3391506L, kpis#3391510]
Input [6]: [shardId#3391505, worklistShardItemId#3391506L, qty#3391507, demandChannel#3391508, demandStream#3391509, kpis#3391510]

(4) Exchange
Input [3]: [shardId#3391505, worklistShardItemId#3391506L, kpis#3391510]
Arguments: hashpartitioning(shardId#3391505, worklistShardItemId#3391506L, 30), ENSURE_REQUIREMENTS, [plan_id=975511]

(5) Sort [codegen id : 2]
Input [3]: [shardId#3391505, worklistShardItemId#3391506L, kpis#3391510]
Arguments: [shardId#3391505 ASC NULLS FIRST, worklistShardItemId#3391506L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#3390350, worklistShardItemId#3390372L]
Arguments: [shardId#3390350, worklistShardItemId#3390372L]

(7) InMemoryRelation
Arguments: [shardId#3390350, worklistShardItemId#3390372L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3390350, orderProposalId#3390351L, items#3390352, optimizationGroups#3390353, isOptimal#3390354, lastModified#3390355, optimizationInsights#3390356]
Arguments: [shardId#3390350, orderProposalId#3390351L, items#3390352, optimizationGroups#3390353, isOptimal#3390354, lastModified#3390355, optimizationInsights#3390356], MapPartitionsRDD[143785] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#3390350, orderProposalId#3390351L, items#3390352, optimizationGroups#3390353, isOptimal#3390354, lastModified#3390355, optimizationInsights#3390356]
Condition : ((isnotnull(shardId#3390350) AND ((shardId#3390350 = 0_7_10000000532) AND (isOptimal#3390354 <=> false))) AND ((size(items#3390352.worklistShardItemId, true) > 0) AND isnotnull(items#3390352.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#3390350, items#3390352.worklistShardItemId AS _extract_worklistShardItemId#3390483]
Input [7]: [shardId#3390350, orderProposalId#3390351L, items#3390352, optimizationGroups#3390353, isOptimal#3390354, lastModified#3390355, optimizationInsights#3390356]

(11) Generate [codegen id : 1]
Input [2]: [shardId#3390350, _extract_worklistShardItemId#3390483]
Arguments: explode(_extract_worklistShardItemId#3390483), [shardId#3390350], false, [item#3390371L]

(12) Project [codegen id : 1]
Output [2]: [shardId#3390350, item#3390371L AS worklistShardItemId#3390372L]
Input [2]: [shardId#3390350, item#3390371L]

(13) Exchange
Input [2]: [shardId#3390350, worklistShardItemId#3390372L]
Arguments: hashpartitioning(shardId#3390350, worklistShardItemId#3390372L, 30), ENSURE_REQUIREMENTS, [plan_id=975494]

(14) Sort [codegen id : 3]
Input [2]: [shardId#3390350, worklistShardItemId#3390372L]
Arguments: [shardId#3390350 ASC NULLS FIRST, worklistShardItemId#3390372L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#3391505, worklistShardItemId#3391506L]
Right keys [2]: [shardId#3390350, worklistShardItemId#3390372L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [1]: [coalesce(kpis#3391510, []).label AS _extract_label#3391554]
Input [5]: [shardId#3391505, worklistShardItemId#3391506L, kpis#3391510, shardId#3390350, worklistShardItemId#3390372L]

(17) Generate [codegen id : 4]
Input [1]: [_extract_label#3391554]
Arguments: explode(_extract_label#3391554), true, [kpi#3391526]

(18) Project [codegen id : 4]
Output [1]: [concat(kpi:, kpi#3391526) AS label#3391527]
Input [1]: [kpi#3391526]

(19) HashAggregate [codegen id : 4]
Input [1]: [label#3391527]
Keys [1]: [label#3391527]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3391527]

(20) Exchange
Input [1]: [label#3391527]
Arguments: hashpartitioning(label#3391527, 30), ENSURE_REQUIREMENTS, [plan_id=975526]

(21) HashAggregate [codegen id : 5]
Input [1]: [label#3391527]
Keys [1]: [label#3391527]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3391527]

(22) LocalLimit [codegen id : 5]
Input [1]: [label#3391527]
Arguments: 10001

(23) Exchange
Input [1]: [label#3391527]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=975531]

(24) GlobalLimit [codegen id : 6]
Input [1]: [label#3391527]
Arguments: 10001, 0

(25) Sort [codegen id : 6]
Input [1]: [label#3391527]
Arguments: [label#3391527 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	fb7f6fa8-0c21-3699-9dc3-f9db990e9763
temporal.activity.type	RunStreamWithId