crp-order-qty-opt-service - Details for Query 13352

Submitted Time: 2026/08/31 14:18:02
Duration: 8 s
Succeeded Jobs: 18537

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: 41 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#3576908 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: 437.0 B merged fetch fallback count: 0 local blocks read: 4 remote merged chunks fetched: 0 remote blocks read: 2 data size total (min, med, max (stageId: taskId)) 352.0 B (40.0 B, 48.0 B, 104.0 B (stage 333452.0: task 935033)) 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 333452.0: task 935034)) 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: 242.0 B number of partitions: 1 remote reqs duration: 5 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 333452.0: task 935033))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=1023864]"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n30 ms (0 ms, 0 ms, 9 ms (stage 333452.0: task 935034))"; 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)) 17 ms (0 ms, 0 ms, 5 ms (stage 333452.0: task 935034)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 333452.0: task 935032)) number of output rows: 8 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3576908], 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)) 10.9 KiB (1000.0 B, 2.1 KiB, 2.4 KiB (stage 333452.0: task 935037)) merged fetch fallback count: 0 local blocks read: 100 remote merged chunks fetched: 0 remote blocks read: 80 data size total (min, med, max (stageId: taskId)) 10.3 KiB (352.0 B, 352.0 B, 352.0 B (stage 333451.0: task 934878)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 25 ms (0 ms, 0 ms, 3 ms (stage 333451.0: task 934898)) 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 333452.0: task 935032)) remote bytes read total (min, med, max (stageId: taskId)) 9.0 KiB (1000.0 B, 1210.0 B, 2.8 KiB (stage 333452.0: task 935033)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 6 ms (0 ms, 1 ms, 2 ms (stage 333452.0: task 935034)) 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 333451.0: task 934878))" tooltip="Exchange hashpartitioning(label#3576908, 30), ENSURE_REQUIREMENTS, [plan_id=1023859]"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n5.6 s (86 ms, 151 ms, 430 ms (stage 333451.0: task 934876))"; 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)) 5.5 s (85 ms, 149 ms, 424 ms (stage 333451.0: task 934876)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 333451.0: task 934878)) number of output rows: 240 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3576908], functions=[])"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [concat(kpi:, kpi#3576907) AS label#3576908]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 1,902,528" tooltip="Generate explode(_extract_label#3576931), true, [kpi#3576907]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [coalesce(kpis#3576904, []).label AS _extract_label#3576931]"]; 13 [id="node13" labelType="html" label="SortMergeJoin number of output rows: 237,816 spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 333451.0: task 934878))" tooltip="SortMergeJoin [shardId#3576899, worklistShardItemId#3576900L], [shardId#3576698, worklistShardItemId#3576719L], 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)) 2.2 s (39 ms, 60 ms, 171 ms (stage 333451.0: task 934876)) peak memory total (min, med, max (stageId: taskId)) 718.0 MiB (23.0 MiB, 23.0 MiB, 25.0 MiB (stage 333451.0: task 934878)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 333451.0: task 934878))" tooltip="Sort [shardId#3576899 ASC NULLS FIRST, worklistShardItemId#3576900L 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)) 6.8 MiB (63.2 KiB, 67.4 KiB, 565.9 KiB (stage 333451.0: task 934973)) merged fetch fallback count: 0 local blocks read: 210 remote merged chunks fetched: 0 remote blocks read: 690 data size total (min, med, max (stageId: taskId)) 656.0 MiB (21.7 MiB, 21.9 MiB, 22.0 MiB (stage 333450.0: task 934797)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 267 ms (3 ms, 3 ms, 132 ms (stage 333450.0: task 934714)) 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)) 2 ms (0 ms, 0 ms, 2 ms (stage 333451.0: task 934898)) remote bytes read total (min, med, max (stageId: taskId)) 22.3 MiB (419.2 KiB, 919.6 KiB, 943.3 KiB (stage 333451.0: task 934954)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 317 ms (4 ms, 8 ms, 39 ms (stage 333451.0: task 934898)) 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 333450.0: task 934797))" tooltip="Exchange hashpartitioning(shardId#3576899, worklistShardItemId#3576900L, 30), ENSURE_REQUIREMENTS, [plan_id=1023844]"]; subgraph cluster17 { isCluster="true"; id="cluster17"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n29.5 s (830 ms, 942 ms, 1.4 s (stage 333450.0: task 934738))"; tooltip="WholeStageCodegen (1)"; 18 [id="node18" labelType="html" label=" Project " tooltip="Project [shardId#3576899, worklistShardItemId#3576900L, kpis#3576904]"]; 19 [id="node19" labelType="html" label="Filter number of output rows: 1,194,196" tooltip="Filter (isnotnull(qty#3576901) AND (isnotnull(shardId#3576899) AND isnotnull(worklistShardItemId#3576900L)))"]; 20 [id="node20" labelType="html" label="Scan ExistingRDD number of output rows: 2,388,392" tooltip="Scan ExistingRDD[shardId#3576899,worklistShardItemId#3576900L,qty#3576901,demandChannel#3576902,demandStream#3576903,kpis#3576904]"]; } subgraph cluster21 { isCluster="true"; id="cluster21"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n6.2 s (86 ms, 151 ms, 587 ms (stage 333451.0: task 934876))"; tooltip="WholeStageCodegen (3)"; 22 [id="node22" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 240 ms (2 ms, 3 ms, 44 ms (stage 333451.0: task 934876)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 333451.0: task 934878)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 333451.0: task 934878))" tooltip="Sort [shardId#3576698 ASC NULLS FIRST, worklistShardItemId#3576719L ASC NULLS FIRST], false, 0"]; } 23 [id="node23" labelType="html" label="Exchange shuffle records written: 118,908 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 118,908 local bytes read total (min, med, max (stageId: taskId)) 431.5 KiB (12.5 KiB, 15.0 KiB, 15.6 KiB (stage 333451.0: task 934936)) merged fetch fallback count: 0 local blocks read: 570 remote merged chunks fetched: 0 remote blocks read: 540 data size total (min, med, max (stageId: taskId)) 4.5 MiB (99.6 KiB, 125.5 KiB, 149.4 KiB (stage 333449.0: task 934779)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 122 ms (1 ms, 2 ms, 28 ms (stage 333449.0: task 934779)) 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)) 9 ms (0 ms, 0 ms, 9 ms (stage 333451.0: task 934978)) remote bytes read total (min, med, max (stageId: taskId)) 406.5 KiB (12.1 KiB, 13.0 KiB, 15.4 KiB (stage 333451.0: task 934916)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 59 ms (1 ms, 1 ms, 14 ms (stage 333451.0: task 934978)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 838.0 KiB (18.7 KiB, 22.7 KiB, 26.5 KiB (stage 333449.0: task 934779))" tooltip="Exchange hashpartitioning(shardId#3576698, worklistShardItemId#3576719L, 30), ENSURE_REQUIREMENTS, [plan_id=1023827]"]; 24 [id="node24" labelType="html" label="InMemoryTableScan number of output rows: 118,908" tooltip="InMemoryTableScan [shardId#3576698, worklistShardItemId#3576719L]"]; 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#3576698, item#3576718L AS worklistShardItemId#3576719L]"]; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3576732), [shardId#3576698], false, [item#3576718L]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [shardId#3576698, items#3576700.worklistShardItemId AS _extract_worklistShardItemId#3576732]"]; 29 [id="node29" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#3576698) AND ((shardId#3576698 = 0_3_10000000532) AND (isOptimal#3576702 <=> false))) AND ((size(items#3576700.worklistShardItemId, true) > 0) AND isnotnull(items#3576700.worklistShardItemId)))"]; 30 [id="node30" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#3576698,orderProposalId#3576699L,items#3576700,optimizationGroups#3576701,isOptimal#3576702,lastModified#3576703,optimizationInsights#3576704]"]; } 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#3576899, worklistShardItemId#3576900L, qty#3576901, demandChannel#3576902, demandStream#3576903, kpis#3576904]
Arguments: [shardId#3576899, worklistShardItemId#3576900L, qty#3576901, demandChannel#3576902, demandStream#3576903, kpis#3576904], MapPartitionsRDD[152129] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#3576899, worklistShardItemId#3576900L, qty#3576901, demandChannel#3576902, demandStream#3576903, kpis#3576904]
Condition : (isnotnull(qty#3576901) AND (isnotnull(shardId#3576899) AND isnotnull(worklistShardItemId#3576900L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#3576899, worklistShardItemId#3576900L, kpis#3576904]
Input [6]: [shardId#3576899, worklistShardItemId#3576900L, qty#3576901, demandChannel#3576902, demandStream#3576903, kpis#3576904]

(4) Exchange
Input [3]: [shardId#3576899, worklistShardItemId#3576900L, kpis#3576904]
Arguments: hashpartitioning(shardId#3576899, worklistShardItemId#3576900L, 30), ENSURE_REQUIREMENTS, [plan_id=1023844]

(5) Sort [codegen id : 2]
Input [3]: [shardId#3576899, worklistShardItemId#3576900L, kpis#3576904]
Arguments: [shardId#3576899 ASC NULLS FIRST, worklistShardItemId#3576900L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#3576698, worklistShardItemId#3576719L]
Arguments: [shardId#3576698, worklistShardItemId#3576719L]

(7) InMemoryRelation
Arguments: [shardId#3576698, worklistShardItemId#3576719L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3576698, orderProposalId#3576699L, items#3576700, optimizationGroups#3576701, isOptimal#3576702, lastModified#3576703, optimizationInsights#3576704]
Arguments: [shardId#3576698, orderProposalId#3576699L, items#3576700, optimizationGroups#3576701, isOptimal#3576702, lastModified#3576703, optimizationInsights#3576704], MapPartitionsRDD[152078] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#3576698, orderProposalId#3576699L, items#3576700, optimizationGroups#3576701, isOptimal#3576702, lastModified#3576703, optimizationInsights#3576704]
Condition : ((isnotnull(shardId#3576698) AND ((shardId#3576698 = 0_3_10000000532) AND (isOptimal#3576702 <=> false))) AND ((size(items#3576700.worklistShardItemId, true) > 0) AND isnotnull(items#3576700.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#3576698, items#3576700.worklistShardItemId AS _extract_worklistShardItemId#3576732]
Input [7]: [shardId#3576698, orderProposalId#3576699L, items#3576700, optimizationGroups#3576701, isOptimal#3576702, lastModified#3576703, optimizationInsights#3576704]

(11) Generate [codegen id : 1]
Input [2]: [shardId#3576698, _extract_worklistShardItemId#3576732]
Arguments: explode(_extract_worklistShardItemId#3576732), [shardId#3576698], false, [item#3576718L]

(12) Project [codegen id : 1]
Output [2]: [shardId#3576698, item#3576718L AS worklistShardItemId#3576719L]
Input [2]: [shardId#3576698, item#3576718L]

(13) Exchange
Input [2]: [shardId#3576698, worklistShardItemId#3576719L]
Arguments: hashpartitioning(shardId#3576698, worklistShardItemId#3576719L, 30), ENSURE_REQUIREMENTS, [plan_id=1023827]

(14) Sort [codegen id : 3]
Input [2]: [shardId#3576698, worklistShardItemId#3576719L]
Arguments: [shardId#3576698 ASC NULLS FIRST, worklistShardItemId#3576719L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#3576899, worklistShardItemId#3576900L]
Right keys [2]: [shardId#3576698, worklistShardItemId#3576719L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [1]: [coalesce(kpis#3576904, []).label AS _extract_label#3576931]
Input [5]: [shardId#3576899, worklistShardItemId#3576900L, kpis#3576904, shardId#3576698, worklistShardItemId#3576719L]

(17) Generate [codegen id : 4]
Input [1]: [_extract_label#3576931]
Arguments: explode(_extract_label#3576931), true, [kpi#3576907]

(18) Project [codegen id : 4]
Output [1]: [concat(kpi:, kpi#3576907) AS label#3576908]
Input [1]: [kpi#3576907]

(19) HashAggregate [codegen id : 4]
Input [1]: [label#3576908]
Keys [1]: [label#3576908]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3576908]

(20) Exchange
Input [1]: [label#3576908]
Arguments: hashpartitioning(label#3576908, 30), ENSURE_REQUIREMENTS, [plan_id=1023859]

(21) HashAggregate [codegen id : 5]
Input [1]: [label#3576908]
Keys [1]: [label#3576908]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3576908]

(22) LocalLimit [codegen id : 5]
Input [1]: [label#3576908]
Arguments: 10001

(23) Exchange
Input [1]: [label#3576908]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=1023864]

(24) GlobalLimit [codegen id : 6]
Input [1]: [label#3576908]
Arguments: 10001, 0

(25) Sort [codegen id : 6]
Input [1]: [label#3576908]
Arguments: [label#3576908 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	b13104f5-e344-322f-bff3-a09d5377c4e4
temporal.activity.type	RunStreamWithId