crp-order-qty-opt-service - Details for Query 13079

Submitted Time: 2026/08/31 14:12:26
Duration: 4 s
Succeeded Jobs: 18199

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: 32 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#3509122 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: 450.0 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 326305.0: task 916065)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 1 ms (0 ms, 0 ms, 0 ms (stage 326305.0: task 916065)) 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: 229.0 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 326305.0: task 916065))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=1005252]"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n61 ms (0 ms, 0 ms, 8 ms (stage 326305.0: task 916068))"; 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)) 23 ms (0 ms, 0 ms, 4 ms (stage 326305.0: task 916068)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 326305.0: task 916070)) number of output rows: 8 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3509122], 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)) 8.6 KiB (1100.0 B, 1562.0 B, 2.0 KiB (stage 326305.0: task 916069)) merged fetch fallback count: 0 local blocks read: 78 remote merged chunks fetched: 0 remote blocks read: 102 data size total (min, med, max (stageId: taskId)) 10.3 KiB (352.0 B, 352.0 B, 352.0 B (stage 326304.0: task 915994)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 46 ms (0 ms, 0 ms, 24 ms (stage 326304.0: task 916008)) 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 326305.0: task 916066)) remote bytes read total (min, med, max (stageId: taskId)) 11.3 KiB (1404.0 B, 1900.0 B, 2.6 KiB (stage 326305.0: task 916065)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 31 ms (4 ms, 6 ms, 6 ms (stage 326305.0: task 916066)) 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 326304.0: task 915994))" tooltip="Exchange hashpartitioning(label#3509122, 30), ENSURE_REQUIREMENTS, [plan_id=1005247]"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n4.1 s (61 ms, 125 ms, 256 ms (stage 326304.0: task 916033))"; 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)) 3.7 s (59 ms, 123 ms, 192 ms (stage 326304.0: task 915993)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 326304.0: task 915994)) number of output rows: 240 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3509122], functions=[])"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [concat(kpi:, kpi#3509121) AS label#3509122]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 1,917,776" tooltip="Generate explode(_extract_label#3509145), true, [kpi#3509121]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [coalesce(kpis#3509118, []).label AS _extract_label#3509145]"]; 13 [id="node13" 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 326304.0: task 915994))" tooltip="SortMergeJoin [shardId#3509113, worklistShardItemId#3509114L], [shardId#3506427, worklistShardItemId#3506449L], 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)) 976 ms (20 ms, 33 ms, 69 ms (stage 326304.0: task 916022)) peak memory total (min, med, max (stageId: taskId)) 450.0 MiB (15.0 MiB, 15.0 MiB, 15.0 MiB (stage 326304.0: task 915994)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 326304.0: task 915994))" tooltip="Sort [shardId#3509113 ASC NULLS FIRST, worklistShardItemId#3509114L ASC NULLS FIRST], false, 0"]; } 16 [id="node16" 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)) 7.2 MiB (80.5 KiB, 234.1 KiB, 308.2 KiB (stage 326304.0: task 916020)) merged fetch fallback count: 0 local blocks read: 446 remote merged chunks fetched: 0 remote blocks read: 664 data size total (min, med, max (stageId: taskId)) 402.8 MiB (10.8 MiB, 10.9 MiB, 11.0 MiB (stage 326303.0: task 915947)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 131 ms (2 ms, 2 ms, 29 ms (stage 326303.0: task 915782)) 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 326304.0: task 915994)) remote bytes read total (min, med, max (stageId: taskId)) 10.8 MiB (310.1 KiB, 379.4 KiB, 535.5 KiB (stage 326304.0: task 916033)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 421 ms (4 ms, 7 ms, 66 ms (stage 326304.0: task 916010)) 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 326303.0: task 915947))" tooltip="Exchange hashpartitioning(shardId#3509113, worklistShardItemId#3509114L, 30), ENSURE_REQUIREMENTS, [plan_id=1005232]"]; subgraph cluster17 { isCluster="true"; id="cluster17"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n18.2 s (347 ms, 400 ms, 843 ms (stage 326303.0: task 915781))"; tooltip="WholeStageCodegen (1)"; 18 [id="node18" labelType="html" label=" Project " tooltip="Project [shardId#3509113, worklistShardItemId#3509114L, kpis#3509118]"]; 19 [id="node19" labelType="html" label="Filter number of output rows: 733,352" tooltip="Filter (isnotnull(qty#3509115) AND (isnotnull(shardId#3509113) AND isnotnull(worklistShardItemId#3509114L)))"]; 20 [id="node20" 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 cluster21 { isCluster="true"; id="cluster21"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n6.0 s (61 ms, 125 ms, 769 ms (stage 326304.0: task 916033))"; tooltip="WholeStageCodegen (3)"; 22 [id="node22" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 237 ms (1 ms, 3 ms, 28 ms (stage 326304.0: task 916008)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 326304.0: task 915994)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 326304.0: task 915994))" tooltip="Sort [shardId#3506427 ASC NULLS FIRST, worklistShardItemId#3506449L ASC NULLS FIRST], false, 0"]; } 23 [id="node23" 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)) 302.7 KiB (8.2 KiB, 11.1 KiB, 11.6 KiB (stage 326304.0: task 916024)) merged fetch fallback count: 0 local blocks read: 398 remote merged chunks fetched: 0 remote blocks read: 712 data size total (min, med, max (stageId: taskId)) 4.6 MiB (115.5 KiB, 125.5 KiB, 133.5 KiB (stage 326302.0: task 915735)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 62 ms (1 ms, 1 ms, 2 ms (stage 326302.0: task 915730)) 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)) 57 ms (0 ms, 0 ms, 29 ms (stage 326304.0: task 916012)) remote bytes read total (min, med, max (stageId: taskId)) 542.1 KiB (16.3 KiB, 17.3 KiB, 20.1 KiB (stage 326304.0: task 915997)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 271 ms (3 ms, 5 ms, 66 ms (stage 326304.0: task 916012)) 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 326302.0: task 915792))" tooltip="Exchange hashpartitioning(shardId#3506427, worklistShardItemId#3506449L, 30), ENSURE_REQUIREMENTS, [plan_id=1005215]"]; 24 [id="node24" labelType="html" label="InMemoryTableScan number of output rows: 119,861" tooltip="InMemoryTableScan [shardId#3506427, worklistShardItemId#3506449L]"]; 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#3506427, item#3506448L AS worklistShardItemId#3506449L]"]; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3506452), [shardId#3506427], false, [item#3506448L]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [shardId#3506427, items#3506429.worklistShardItemId AS _extract_worklistShardItemId#3506452]"]; 29 [id="node29" 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)))"]; 30 [id="node30" 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; 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#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=1005232]

(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=1005215]

(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 [1]: [coalesce(kpis#3509118, []).label AS _extract_label#3509145]
Input [5]: [shardId#3509113, worklistShardItemId#3509114L, kpis#3509118, shardId#3506427, worklistShardItemId#3506449L]

(17) Generate [codegen id : 4]
Input [1]: [_extract_label#3509145]
Arguments: explode(_extract_label#3509145), true, [kpi#3509121]

(18) Project [codegen id : 4]
Output [1]: [concat(kpi:, kpi#3509121) AS label#3509122]
Input [1]: [kpi#3509121]

(19) HashAggregate [codegen id : 4]
Input [1]: [label#3509122]
Keys [1]: [label#3509122]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3509122]

(20) Exchange
Input [1]: [label#3509122]
Arguments: hashpartitioning(label#3509122, 30), ENSURE_REQUIREMENTS, [plan_id=1005247]

(21) HashAggregate [codegen id : 5]
Input [1]: [label#3509122]
Keys [1]: [label#3509122]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3509122]

(22) LocalLimit [codegen id : 5]
Input [1]: [label#3509122]
Arguments: 10001

(23) Exchange
Input [1]: [label#3509122]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=1005252]

(24) GlobalLimit [codegen id : 6]
Input [1]: [label#3509122]
Arguments: 10001, 0

(25) Sort [codegen id : 6]
Input [1]: [label#3509122]
Arguments: [label#3509122 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.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