crp-order-qty-opt-service - Details for Query 82745

Submitted Time: 2026/09/03 11:17:54
Duration: 2 s
Succeeded Jobs: 114641

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: 36 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#22196495 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 2134165.0: task 5793549)) 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 2134165.0: task 5793549)) 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 2134165.0: task 5793549))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=6643835]"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n223 ms (4 ms, 6 ms, 15 ms (stage 2134165.0: task 5793573))"; 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, 3 ms (stage 2134165.0: task 5793549)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 2134165.0: task 5793549)) number of output rows: 8 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#22196495], 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)) 8.0 KiB (1200.0 B, 1296.0 B, 1704.0 B (stage 2134165.0: task 5793549)) merged fetch fallback count: 0 local blocks read: 72 remote merged chunks fetched: 0 remote blocks read: 108 data size total (min, med, max (stageId: taskId)) 10.3 KiB (352.0 B, 352.0 B, 352.0 B (stage 2134164.0: task 5793524)) 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 2134164.0: task 5793538)) 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 2134165.0: task 5793549)) remote bytes read total (min, med, max (stageId: taskId)) 11.9 KiB (1800.0 B, 1944.0 B, 2.5 KiB (stage 2134165.0: task 5793549)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 90 ms (15 ms, 15 ms, 15 ms (stage 2134165.0: task 5793549)) 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 2134164.0: task 5793524))" tooltip="Exchange hashpartitioning(label#22196495, 30), ENSURE_REQUIREMENTS, [plan_id=6643830]"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n2.2 s (21 ms, 73 ms, 101 ms (stage 2134164.0: task 5793522))"; 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)) 1.9 s (19 ms, 62 ms, 95 ms (stage 2134164.0: task 5793520)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 2134164.0: task 5793524)) number of output rows: 240 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#22196495], functions=[])"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [concat(kpi:, kpi#22196494) AS label#22196495]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 828,688" tooltip="Generate explode(_extract_label#22196518), true, [kpi#22196494]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [coalesce(kpis#22196491, []).label AS _extract_label#22196518]"]; 13 [id="node13" labelType="html" label="SortMergeJoin number of output rows: 103,586 spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 2134164.0: task 5793524))" tooltip="SortMergeJoin [shardId#22196486, worklistShardItemId#22196487L], [shardId#22196417, worklistShardItemId#22196426L], RightOuter"]; } subgraph cluster14 { isCluster="true"; id="cluster14"; label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n3.9 s (20 ms, 120 ms, 280 ms (stage 2134164.0: task 5793540))"; tooltip="WholeStageCodegen (2)"; 15 [id="node15" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 328 ms (2 ms, 13 ms, 17 ms (stage 2134164.0: task 5793529)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 2134164.0: task 5793524)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 2134164.0: task 5793524))" tooltip="Sort [shardId#22196486 ASC NULLS FIRST, worklistShardItemId#22196487L ASC NULLS FIRST], false, 0"]; } 16 [id="node16" labelType="html" label="Exchange shuffle records written: 103,586 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 103,586 local bytes read total (min, med, max (stageId: taskId)) 259.9 KiB (2.3 KiB, 9.1 KiB, 13.7 KiB (stage 2134164.0: task 5793520)) merged fetch fallback count: 0 local blocks read: 120 remote merged chunks fetched: 0 remote blocks read: 780 data size total (min, med, max (stageId: taskId)) 56.9 MiB (1889.4 KiB, 1944.6 KiB, 1987.3 KiB (stage 2134163.0: task 5793516)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 49 ms (1 ms, 1 ms, 2 ms (stage 2134163.0: task 5793511)) 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 2134164.0: task 5793524)) remote bytes read total (min, med, max (stageId: taskId)) 1661.5 KiB (46.9 KiB, 54.9 KiB, 65.6 KiB (stage 2134164.0: task 5793534)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 587 ms (13 ms, 19 ms, 30 ms (stage 2134164.0: task 5793535)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 1921.4 KiB (61.9 KiB, 64.1 KiB, 65.9 KiB (stage 2134163.0: task 5793506))" tooltip="Exchange hashpartitioning(shardId#22196486, worklistShardItemId#22196487L, 30), ENSURE_REQUIREMENTS, [plan_id=6643815]"]; subgraph cluster17 { isCluster="true"; id="cluster17"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n4.2 s (72 ms, 130 ms, 341 ms (stage 2134163.0: task 5793490))"; tooltip="WholeStageCodegen (1)"; 18 [id="node18" labelType="html" label=" Project " tooltip="Project [shardId#22196486, worklistShardItemId#22196487L, kpis#22196491]"]; 19 [id="node19" labelType="html" label="Filter number of output rows: 103,586" tooltip="Filter (isnotnull(qty#22196488) AND (isnotnull(shardId#22196486) AND isnotnull(worklistShardItemId#22196487L)))"]; 20 [id="node20" labelType="html" label="Scan ExistingRDD number of output rows: 207,172" tooltip="Scan ExistingRDD[shardId#22196486,worklistShardItemId#22196487L,qty#22196488,demandChannel#22196489,demandStream#22196490,kpis#22196491]"]; } subgraph cluster21 { isCluster="true"; id="cluster21"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n7.0 s (21 ms, 204 ms, 595 ms (stage 2134164.0: task 5793540))"; tooltip="WholeStageCodegen (3)"; 22 [id="node22" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 190 ms (0 ms, 7 ms, 14 ms (stage 2134164.0: task 5793522)) peak memory total (min, med, max (stageId: taskId)) 61.9 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 2134164.0: task 5793524)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 2134164.0: task 5793524))" tooltip="Sort [shardId#22196417 ASC NULLS FIRST, worklistShardItemId#22196426L ASC NULLS FIRST], false, 0"]; } 23 [id="node23" labelType="html" label="Exchange shuffle records written: 51,793 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 51,793 local bytes read total (min, med, max (stageId: taskId)) 41.3 KiB (1013.0 B, 1478.0 B, 1710.0 B (stage 2134164.0: task 5793542)) merged fetch fallback count: 0 local blocks read: 114 remote merged chunks fetched: 0 remote blocks read: 996 data size total (min, med, max (stageId: taskId)) 2023.2 KiB (50.8 KiB, 55.2 KiB, 57.8 KiB (stage 2134162.0: task 5793477)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 69 ms (1 ms, 1 ms, 2 ms (stage 2134162.0: task 5793465)) 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 2134164.0: task 5793524)) remote bytes read total (min, med, max (stageId: taskId)) 363.1 KiB (11.6 KiB, 12.1 KiB, 12.6 KiB (stage 2134164.0: task 5793526)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 635 ms (15 ms, 22 ms, 25 ms (stage 2134164.0: task 5793536)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 404.5 KiB (10.4 KiB, 11.0 KiB, 11.3 KiB (stage 2134162.0: task 5793477))" tooltip="Exchange hashpartitioning(shardId#22196417, worklistShardItemId#22196426L, 30), ENSURE_REQUIREMENTS, [plan_id=6643798]"]; 24 [id="node24" labelType="html" label="InMemoryTableScan number of output rows: 51,793" tooltip="InMemoryTableScan [shardId#22196417, worklistShardItemId#22196426L]"]; 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#22196417, item#22196425L AS worklistShardItemId#22196426L]"]; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#22196429), [shardId#22196417], false, [item#22196425L]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [shardId#22196417, items#22196419.worklistShardItemId AS _extract_worklistShardItemId#22196429]"]; 29 [id="node29" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#22196417) AND ((shardId#22196417 = 0_7_10000000553) AND (isOptimal#22196421 <=> false))) AND ((size(items#22196419.worklistShardItemId, true) > 0) AND isnotnull(items#22196419.worklistShardItemId)))"]; 30 [id="node30" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#22196417,orderProposalId#22196418L,items#22196419,optimizationGroups#22196420,isOptimal#22196421,lastModified#22196422,optimizationInsights#22196423]"]; } 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#22196486, worklistShardItemId#22196487L, qty#22196488, demandChannel#22196489, demandStream#22196490, kpis#22196491]
Arguments: [shardId#22196486, worklistShardItemId#22196487L, qty#22196488, demandChannel#22196489, demandStream#22196490, kpis#22196491], MapPartitionsRDD[943021] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#22196486, worklistShardItemId#22196487L, qty#22196488, demandChannel#22196489, demandStream#22196490, kpis#22196491]
Condition : (isnotnull(qty#22196488) AND (isnotnull(shardId#22196486) AND isnotnull(worklistShardItemId#22196487L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#22196486, worklistShardItemId#22196487L, kpis#22196491]
Input [6]: [shardId#22196486, worklistShardItemId#22196487L, qty#22196488, demandChannel#22196489, demandStream#22196490, kpis#22196491]

(4) Exchange
Input [3]: [shardId#22196486, worklistShardItemId#22196487L, kpis#22196491]
Arguments: hashpartitioning(shardId#22196486, worklistShardItemId#22196487L, 30), ENSURE_REQUIREMENTS, [plan_id=6643815]

(5) Sort [codegen id : 2]
Input [3]: [shardId#22196486, worklistShardItemId#22196487L, kpis#22196491]
Arguments: [shardId#22196486 ASC NULLS FIRST, worklistShardItemId#22196487L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#22196417, worklistShardItemId#22196426L]
Arguments: [shardId#22196417, worklistShardItemId#22196426L]

(7) InMemoryRelation
Arguments: [shardId#22196417, worklistShardItemId#22196426L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#22196417, orderProposalId#22196418L, items#22196419, optimizationGroups#22196420, isOptimal#22196421, lastModified#22196422, optimizationInsights#22196423]
Arguments: [shardId#22196417, orderProposalId#22196418L, items#22196419, optimizationGroups#22196420, isOptimal#22196421, lastModified#22196422, optimizationInsights#22196423], MapPartitionsRDD[943009] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#22196417, orderProposalId#22196418L, items#22196419, optimizationGroups#22196420, isOptimal#22196421, lastModified#22196422, optimizationInsights#22196423]
Condition : ((isnotnull(shardId#22196417) AND ((shardId#22196417 = 0_7_10000000553) AND (isOptimal#22196421 <=> false))) AND ((size(items#22196419.worklistShardItemId, true) > 0) AND isnotnull(items#22196419.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#22196417, items#22196419.worklistShardItemId AS _extract_worklistShardItemId#22196429]
Input [7]: [shardId#22196417, orderProposalId#22196418L, items#22196419, optimizationGroups#22196420, isOptimal#22196421, lastModified#22196422, optimizationInsights#22196423]

(11) Generate [codegen id : 1]
Input [2]: [shardId#22196417, _extract_worklistShardItemId#22196429]
Arguments: explode(_extract_worklistShardItemId#22196429), [shardId#22196417], false, [item#22196425L]

(12) Project [codegen id : 1]
Output [2]: [shardId#22196417, item#22196425L AS worklistShardItemId#22196426L]
Input [2]: [shardId#22196417, item#22196425L]

(13) Exchange
Input [2]: [shardId#22196417, worklistShardItemId#22196426L]
Arguments: hashpartitioning(shardId#22196417, worklistShardItemId#22196426L, 30), ENSURE_REQUIREMENTS, [plan_id=6643798]

(14) Sort [codegen id : 3]
Input [2]: [shardId#22196417, worklistShardItemId#22196426L]
Arguments: [shardId#22196417 ASC NULLS FIRST, worklistShardItemId#22196426L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#22196486, worklistShardItemId#22196487L]
Right keys [2]: [shardId#22196417, worklistShardItemId#22196426L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [1]: [coalesce(kpis#22196491, []).label AS _extract_label#22196518]
Input [5]: [shardId#22196486, worklistShardItemId#22196487L, kpis#22196491, shardId#22196417, worklistShardItemId#22196426L]

(17) Generate [codegen id : 4]
Input [1]: [_extract_label#22196518]
Arguments: explode(_extract_label#22196518), true, [kpi#22196494]

(18) Project [codegen id : 4]
Output [1]: [concat(kpi:, kpi#22196494) AS label#22196495]
Input [1]: [kpi#22196494]

(19) HashAggregate [codegen id : 4]
Input [1]: [label#22196495]
Keys [1]: [label#22196495]
Functions: []
Aggregate Attributes: []
Results [1]: [label#22196495]

(20) Exchange
Input [1]: [label#22196495]
Arguments: hashpartitioning(label#22196495, 30), ENSURE_REQUIREMENTS, [plan_id=6643830]

(21) HashAggregate [codegen id : 5]
Input [1]: [label#22196495]
Keys [1]: [label#22196495]
Functions: []
Aggregate Attributes: []
Results [1]: [label#22196495]

(22) LocalLimit [codegen id : 5]
Input [1]: [label#22196495]
Arguments: 10001

(23) Exchange
Input [1]: [label#22196495]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=6643835]

(24) GlobalLimit [codegen id : 6]
Input [1]: [label#22196495]
Arguments: 10001, 0

(25) Sort [codegen id : 6]
Input [1]: [label#22196495]
Arguments: [label#22196495 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	42
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	aef792fc-a978-3d69-87a7-030b22fa94d6
temporal.activity.type	RunStreamWithId