crp-order-qty-opt-service - Details for Query 12908

Submitted Time: 2026/08/31 14:03:08
Duration: 3 s
Succeeded Jobs: 17978

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: 39 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#3460419 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 318842.0: task 903650)) 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 318842.0: task 903652)) 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 318842.0: task 903650))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=993536]"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n140 ms (0 ms, 4 ms, 15 ms (stage 318842.0: task 903663))"; 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)) 32 ms (0 ms, 0 ms, 5 ms (stage 318842.0: task 903652)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 318842.0: task 903660)) number of output rows: 8 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3460419], 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)) 16.6 KiB (2.4 KiB, 2.6 KiB, 3.5 KiB (stage 318842.0: task 903650)) merged fetch fallback count: 0 local blocks read: 150 remote merged chunks fetched: 0 remote blocks read: 30 data size total (min, med, max (stageId: taskId)) 10.3 KiB (352.0 B, 352.0 B, 352.0 B (stage 318841.0: task 903625)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 32 ms (0 ms, 0 ms, 13 ms (stage 318841.0: task 903641)) 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 318842.0: task 903650)) remote bytes read total (min, med, max (stageId: taskId)) 3.3 KiB (500.0 B, 540.0 B, 710.0 B (stage 318842.0: task 903650)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 18 ms (3 ms, 3 ms, 3 ms (stage 318842.0: task 903650)) 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 318841.0: task 903625))" tooltip="Exchange hashpartitioning(label#3460419, 30), ENSURE_REQUIREMENTS, [plan_id=993531]"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n6.1 s (103 ms, 145 ms, 368 ms (stage 318841.0: task 903620))"; 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 (101 ms, 143 ms, 273 ms (stage 318841.0: task 903628)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 318841.0: task 903625)) number of output rows: 240 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3460419], functions=[])"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [concat(kpi:, kpi#3460418) AS label#3460419]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 1,917,776" tooltip="Generate explode(_extract_label#3460442), true, [kpi#3460418]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [coalesce(kpis#3460415, []).label AS _extract_label#3460442]"]; 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 318841.0: task 903625))" tooltip="SortMergeJoin [shardId#3460410, worklistShardItemId#3460411L], [shardId#3460341, worklistShardItemId#3460350L], 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)) 1.8 s (44 ms, 57 ms, 76 ms (stage 318841.0: task 903637)) peak memory total (min, med, max (stageId: taskId)) 724.0 MiB (23.0 MiB, 25.0 MiB, 25.0 MiB (stage 318841.0: task 903625)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 318841.0: task 903625))" tooltip="Sort [shardId#3460410 ASC NULLS FIRST, worklistShardItemId#3460411L 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)) 10.5 MiB (350.3 KiB, 357.0 KiB, 364.0 KiB (stage 318841.0: task 903644)) merged fetch fallback count: 0 local blocks read: 300 remote merged chunks fetched: 0 remote blocks read: 600 data size total (min, med, max (stageId: taskId)) 656.0 MiB (21.7 MiB, 21.9 MiB, 22.0 MiB (stage 318839.0: task 903618)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 117 ms (3 ms, 3 ms, 9 ms (stage 318839.0: task 903558)) 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 318841.0: task 903625)) remote bytes read total (min, med, max (stageId: taskId)) 20.9 MiB (700.3 KiB, 713.4 KiB, 723.4 KiB (stage 318841.0: task 903635)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 481 ms (5 ms, 12 ms, 41 ms (stage 318841.0: task 903647)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 31.3 MiB (1057.2 KiB, 1070.2 KiB, 1076.8 KiB (stage 318839.0: task 903618))" tooltip="Exchange hashpartitioning(shardId#3460410, worklistShardItemId#3460411L, 30), ENSURE_REQUIREMENTS, [plan_id=993516]"]; subgraph cluster17 { isCluster="true"; id="cluster17"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n28.3 s (815 ms, 925 ms, 1.1 s (stage 318839.0: task 903560))"; tooltip="WholeStageCodegen (1)"; 18 [id="node18" labelType="html" label=" Project " tooltip="Project [shardId#3460410, worklistShardItemId#3460411L, kpis#3460415]"]; 19 [id="node19" labelType="html" label="Filter number of output rows: 1,194,196" tooltip="Filter (isnotnull(qty#3460412) AND (isnotnull(shardId#3460410) AND isnotnull(worklistShardItemId#3460411L)))"]; 20 [id="node20" labelType="html" label="Scan ExistingRDD number of output rows: 2,388,392" tooltip="Scan ExistingRDD[shardId#3460410,worklistShardItemId#3460411L,qty#3460412,demandChannel#3460413,demandStream#3460414,kpis#3460415]"]; } subgraph cluster21 { isCluster="true"; id="cluster21"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n9.0 s (103 ms, 145 ms, 859 ms (stage 318841.0: task 903620))"; tooltip="WholeStageCodegen (3)"; 22 [id="node22" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 231 ms (2 ms, 3 ms, 27 ms (stage 318841.0: task 903641)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 318841.0: task 903625)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 318841.0: task 903625))" tooltip="Sort [shardId#3460341 ASC NULLS FIRST, worklistShardItemId#3460350L 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)) 350.4 KiB (11.3 KiB, 11.6 KiB, 12.2 KiB (stage 318841.0: task 903620)) merged fetch fallback count: 0 local blocks read: 455 remote merged chunks fetched: 0 remote blocks read: 655 data size total (min, med, max (stageId: taskId)) 4.6 MiB (115.2 KiB, 127.5 KiB, 135.5 KiB (stage 318840.0: task 903598)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 61 ms (1 ms, 1 ms, 2 ms (stage 318840.0: task 903570)) 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)) 78 ms (0 ms, 0 ms, 26 ms (stage 318841.0: task 903642)) remote bytes read total (min, med, max (stageId: taskId)) 495.0 KiB (16.1 KiB, 16.5 KiB, 16.9 KiB (stage 318841.0: task 903646)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 309 ms (4 ms, 7 ms, 41 ms (stage 318841.0: task 903648)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 845.4 KiB (21.1 KiB, 22.8 KiB, 24.2 KiB (stage 318840.0: task 903598))" tooltip="Exchange hashpartitioning(shardId#3460341, worklistShardItemId#3460350L, 30), ENSURE_REQUIREMENTS, [plan_id=993499]"]; 24 [id="node24" labelType="html" label="InMemoryTableScan number of output rows: 119,861" tooltip="InMemoryTableScan [shardId#3460341, worklistShardItemId#3460350L]"]; 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#3460341, item#3460349L AS worklistShardItemId#3460350L]"]; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3460353), [shardId#3460341], false, [item#3460349L]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [shardId#3460341, items#3460343.worklistShardItemId AS _extract_worklistShardItemId#3460353]"]; 29 [id="node29" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#3460341) AND ((shardId#3460341 = 0_5_10000000532) AND (isOptimal#3460345 <=> false))) AND ((size(items#3460343.worklistShardItemId, true) > 0) AND isnotnull(items#3460343.worklistShardItemId)))"]; 30 [id="node30" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#3460341,orderProposalId#3460342L,items#3460343,optimizationGroups#3460344,isOptimal#3460345,lastModified#3460346,optimizationInsights#3460347]"]; } 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#3460410, worklistShardItemId#3460411L, qty#3460412, demandChannel#3460413, demandStream#3460414, kpis#3460415]
Arguments: [shardId#3460410, worklistShardItemId#3460411L, qty#3460412, demandChannel#3460413, demandStream#3460414, kpis#3460415], MapPartitionsRDD[147079] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#3460410, worklistShardItemId#3460411L, qty#3460412, demandChannel#3460413, demandStream#3460414, kpis#3460415]
Condition : (isnotnull(qty#3460412) AND (isnotnull(shardId#3460410) AND isnotnull(worklistShardItemId#3460411L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#3460410, worklistShardItemId#3460411L, kpis#3460415]
Input [6]: [shardId#3460410, worklistShardItemId#3460411L, qty#3460412, demandChannel#3460413, demandStream#3460414, kpis#3460415]

(4) Exchange
Input [3]: [shardId#3460410, worklistShardItemId#3460411L, kpis#3460415]
Arguments: hashpartitioning(shardId#3460410, worklistShardItemId#3460411L, 30), ENSURE_REQUIREMENTS, [plan_id=993516]

(5) Sort [codegen id : 2]
Input [3]: [shardId#3460410, worklistShardItemId#3460411L, kpis#3460415]
Arguments: [shardId#3460410 ASC NULLS FIRST, worklistShardItemId#3460411L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#3460341, worklistShardItemId#3460350L]
Arguments: [shardId#3460341, worklistShardItemId#3460350L]

(7) InMemoryRelation
Arguments: [shardId#3460341, worklistShardItemId#3460350L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3460341, orderProposalId#3460342L, items#3460343, optimizationGroups#3460344, isOptimal#3460345, lastModified#3460346, optimizationInsights#3460347]
Arguments: [shardId#3460341, orderProposalId#3460342L, items#3460343, optimizationGroups#3460344, isOptimal#3460345, lastModified#3460346, optimizationInsights#3460347], MapPartitionsRDD[147067] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#3460341, orderProposalId#3460342L, items#3460343, optimizationGroups#3460344, isOptimal#3460345, lastModified#3460346, optimizationInsights#3460347]
Condition : ((isnotnull(shardId#3460341) AND ((shardId#3460341 = 0_5_10000000532) AND (isOptimal#3460345 <=> false))) AND ((size(items#3460343.worklistShardItemId, true) > 0) AND isnotnull(items#3460343.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#3460341, items#3460343.worklistShardItemId AS _extract_worklistShardItemId#3460353]
Input [7]: [shardId#3460341, orderProposalId#3460342L, items#3460343, optimizationGroups#3460344, isOptimal#3460345, lastModified#3460346, optimizationInsights#3460347]

(11) Generate [codegen id : 1]
Input [2]: [shardId#3460341, _extract_worklistShardItemId#3460353]
Arguments: explode(_extract_worklistShardItemId#3460353), [shardId#3460341], false, [item#3460349L]

(12) Project [codegen id : 1]
Output [2]: [shardId#3460341, item#3460349L AS worklistShardItemId#3460350L]
Input [2]: [shardId#3460341, item#3460349L]

(13) Exchange
Input [2]: [shardId#3460341, worklistShardItemId#3460350L]
Arguments: hashpartitioning(shardId#3460341, worklistShardItemId#3460350L, 30), ENSURE_REQUIREMENTS, [plan_id=993499]

(14) Sort [codegen id : 3]
Input [2]: [shardId#3460341, worklistShardItemId#3460350L]
Arguments: [shardId#3460341 ASC NULLS FIRST, worklistShardItemId#3460350L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#3460410, worklistShardItemId#3460411L]
Right keys [2]: [shardId#3460341, worklistShardItemId#3460350L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [1]: [coalesce(kpis#3460415, []).label AS _extract_label#3460442]
Input [5]: [shardId#3460410, worklistShardItemId#3460411L, kpis#3460415, shardId#3460341, worklistShardItemId#3460350L]

(17) Generate [codegen id : 4]
Input [1]: [_extract_label#3460442]
Arguments: explode(_extract_label#3460442), true, [kpi#3460418]

(18) Project [codegen id : 4]
Output [1]: [concat(kpi:, kpi#3460418) AS label#3460419]
Input [1]: [kpi#3460418]

(19) HashAggregate [codegen id : 4]
Input [1]: [label#3460419]
Keys [1]: [label#3460419]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3460419]

(20) Exchange
Input [1]: [label#3460419]
Arguments: hashpartitioning(label#3460419, 30), ENSURE_REQUIREMENTS, [plan_id=993531]

(21) HashAggregate [codegen id : 5]
Input [1]: [label#3460419]
Keys [1]: [label#3460419]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3460419]

(22) LocalLimit [codegen id : 5]
Input [1]: [label#3460419]
Arguments: 10001

(23) Exchange
Input [1]: [label#3460419]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=993536]

(24) GlobalLimit [codegen id : 6]
Input [1]: [label#3460419]
Arguments: 10001, 0

(25) Sort [codegen id : 6]
Input [1]: [label#3460419]
Arguments: [label#3460419 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	49
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