crp-order-qty-opt-service - Details for Query 13145

Submitted Time: 2026/08/31 14:14:07
Duration: 7 s
Succeeded Jobs: 18280

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: 31 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#3525986 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 328080.0: task 921596)) 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 328080.0: task 921564)) 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 328080.0: task 921596))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=1010750]"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n456 ms (0 ms, 0 ms, 83 ms (stage 328080.0: task 921562))"; 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)) 22 ms (0 ms, 0 ms, 3 ms (stage 328080.0: task 921564)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 328080.0: task 921564)) number of output rows: 8 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3525986], 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 (1300.0 B, 1404.0 B, 1846.0 B (stage 328080.0: task 921596)) 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 328079.0: task 921470)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 28 ms (0 ms, 0 ms, 3 ms (stage 328079.0: task 921468)) 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 328080.0: task 921564)) remote bytes read total (min, med, max (stageId: taskId)) 11.3 KiB (1700.0 B, 1836.0 B, 2.4 KiB (stage 328080.0: task 921596)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 12 ms (1 ms, 2 ms, 3 ms (stage 328080.0: task 921596)) 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 328079.0: task 921470))" tooltip="Exchange hashpartitioning(label#3525986, 30), ENSURE_REQUIREMENTS, [plan_id=1010745]"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n5.3 s (97 ms, 137 ms, 288 ms (stage 328079.0: task 921471))"; 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)) 4.6 s (95 ms, 135 ms, 230 ms (stage 328079.0: task 921465)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 328079.0: task 921470)) number of output rows: 240 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3525986], functions=[])"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [concat(kpi:, kpi#3525985) AS label#3525986]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 1,780,416" tooltip="Generate explode(_extract_label#3526009), true, [kpi#3525985]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [coalesce(kpis#3525982, []).label AS _extract_label#3526009]"]; 13 [id="node13" labelType="html" label="SortMergeJoin number of output rows: 222,552 spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 328079.0: task 921470))" tooltip="SortMergeJoin [shardId#3525977, worklistShardItemId#3525978L], [shardId#3525818, worklistShardItemId#3525827L], 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)) 1.7 s (38 ms, 52 ms, 76 ms (stage 328079.0: task 921499)) peak memory total (min, med, max (stageId: taskId)) 718.0 MiB (23.0 MiB, 23.0 MiB, 25.0 MiB (stage 328079.0: task 921464)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 328079.0: task 921470))" tooltip="Sort [shardId#3525977 ASC NULLS FIRST, worklistShardItemId#3525978L 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)) 7.2 MiB (226.0 KiB, 234.2 KiB, 269.9 KiB (stage 328079.0: task 921514)) merged fetch fallback count: 0 local blocks read: 223 remote merged chunks fetched: 0 remote blocks read: 677 data size total (min, med, max (stageId: taskId)) 656.0 MiB (21.7 MiB, 21.9 MiB, 22.0 MiB (stage 328077.0: task 921150)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 100 ms (3 ms, 3 ms, 3 ms (stage 328077.0: task 921369)) 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 328079.0: task 921470)) remote bytes read total (min, med, max (stageId: taskId)) 21.8 MiB (719.0 KiB, 752.0 KiB, 771.6 KiB (stage 328079.0: task 921499)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 323 ms (5 ms, 11 ms, 24 ms (stage 328079.0: task 921548)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 29.0 MiB (982.4 KiB, 989.9 KiB, 998.1 KiB (stage 328077.0: task 921365))" tooltip="Exchange hashpartitioning(shardId#3525977, worklistShardItemId#3525978L, 30), ENSURE_REQUIREMENTS, [plan_id=1010730]"]; subgraph cluster17 { isCluster="true"; id="cluster17"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n29.5 s (787 ms, 916 ms, 1.3 s (stage 328077.0: task 921202))"; tooltip="WholeStageCodegen (1)"; 18 [id="node18" labelType="html" label=" Project " tooltip="Project [shardId#3525977, worklistShardItemId#3525978L, kpis#3525982]"]; 19 [id="node19" labelType="html" label="Filter number of output rows: 1,194,196" tooltip="Filter (isnotnull(qty#3525979) AND (isnotnull(shardId#3525977) AND isnotnull(worklistShardItemId#3525978L)))"]; 20 [id="node20" labelType="html" label="Scan ExistingRDD number of output rows: 2,388,392" tooltip="Scan ExistingRDD[shardId#3525977,worklistShardItemId#3525978L,qty#3525979,demandChannel#3525980,demandStream#3525981,kpis#3525982]"]; } subgraph cluster21 { isCluster="true"; id="cluster21"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n6.4 s (98 ms, 137 ms, 414 ms (stage 328079.0: task 921471))"; tooltip="WholeStageCodegen (3)"; 22 [id="node22" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 213 ms (1 ms, 2 ms, 19 ms (stage 328079.0: task 921467)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 328079.0: task 921470)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 328079.0: task 921470))" tooltip="Sort [shardId#3525818 ASC NULLS FIRST, worklistShardItemId#3525827L ASC NULLS FIRST], false, 0"]; } 23 [id="node23" labelType="html" label="Exchange shuffle records written: 111,276 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 111,276 local bytes read total (min, med, max (stageId: taskId)) 400.3 KiB (8.2 KiB, 16.8 KiB, 17.4 KiB (stage 328079.0: task 921496)) merged fetch fallback count: 0 local blocks read: 470 remote merged chunks fetched: 0 remote blocks read: 430 data size total (min, med, max (stageId: taskId)) 4.2 MiB (136.7 KiB, 145.4 KiB, 153.4 KiB (stage 328078.0: task 921152)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 55 ms (1 ms, 1 ms, 2 ms (stage 328078.0: task 921154)) 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)) 28 ms (0 ms, 0 ms, 15 ms (stage 328079.0: task 921548)) remote bytes read total (min, med, max (stageId: taskId)) 366.5 KiB (8.2 KiB, 8.7 KiB, 17.4 KiB (stage 328079.0: task 921466)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 81 ms (1 ms, 1 ms, 18 ms (stage 328079.0: task 921548)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 766.8 KiB (24.3 KiB, 25.6 KiB, 26.7 KiB (stage 328078.0: task 921152))" tooltip="Exchange hashpartitioning(shardId#3525818, worklistShardItemId#3525827L, 30), ENSURE_REQUIREMENTS, [plan_id=1010713]"]; 24 [id="node24" labelType="html" label="InMemoryTableScan number of output rows: 111,276" tooltip="InMemoryTableScan [shardId#3525818, worklistShardItemId#3525827L]"]; 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#3525818, item#3525826L AS worklistShardItemId#3525827L]"]; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3525830), [shardId#3525818], false, [item#3525826L]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [shardId#3525818, items#3525820.worklistShardItemId AS _extract_worklistShardItemId#3525830]"]; 29 [id="node29" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#3525818) AND ((shardId#3525818 = 0_2_10000000532) AND (isOptimal#3525822 <=> false))) AND ((size(items#3525820.worklistShardItemId, true) > 0) AND isnotnull(items#3525820.worklistShardItemId)))"]; 30 [id="node30" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#3525818,orderProposalId#3525819L,items#3525820,optimizationGroups#3525821,isOptimal#3525822,lastModified#3525823,optimizationInsights#3525824]"]; } 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#3525977, worklistShardItemId#3525978L, qty#3525979, demandChannel#3525980, demandStream#3525981, kpis#3525982]
Arguments: [shardId#3525977, worklistShardItemId#3525978L, qty#3525979, demandChannel#3525980, demandStream#3525981, kpis#3525982], MapPartitionsRDD[149862] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#3525977, worklistShardItemId#3525978L, qty#3525979, demandChannel#3525980, demandStream#3525981, kpis#3525982]
Condition : (isnotnull(qty#3525979) AND (isnotnull(shardId#3525977) AND isnotnull(worklistShardItemId#3525978L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#3525977, worklistShardItemId#3525978L, kpis#3525982]
Input [6]: [shardId#3525977, worklistShardItemId#3525978L, qty#3525979, demandChannel#3525980, demandStream#3525981, kpis#3525982]

(4) Exchange
Input [3]: [shardId#3525977, worklistShardItemId#3525978L, kpis#3525982]
Arguments: hashpartitioning(shardId#3525977, worklistShardItemId#3525978L, 30), ENSURE_REQUIREMENTS, [plan_id=1010730]

(5) Sort [codegen id : 2]
Input [3]: [shardId#3525977, worklistShardItemId#3525978L, kpis#3525982]
Arguments: [shardId#3525977 ASC NULLS FIRST, worklistShardItemId#3525978L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#3525818, worklistShardItemId#3525827L]
Arguments: [shardId#3525818, worklistShardItemId#3525827L]

(7) InMemoryRelation
Arguments: [shardId#3525818, worklistShardItemId#3525827L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3525818, orderProposalId#3525819L, items#3525820, optimizationGroups#3525821, isOptimal#3525822, lastModified#3525823, optimizationInsights#3525824]
Arguments: [shardId#3525818, orderProposalId#3525819L, items#3525820, optimizationGroups#3525821, isOptimal#3525822, lastModified#3525823, optimizationInsights#3525824], MapPartitionsRDD[149833] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#3525818, orderProposalId#3525819L, items#3525820, optimizationGroups#3525821, isOptimal#3525822, lastModified#3525823, optimizationInsights#3525824]
Condition : ((isnotnull(shardId#3525818) AND ((shardId#3525818 = 0_2_10000000532) AND (isOptimal#3525822 <=> false))) AND ((size(items#3525820.worklistShardItemId, true) > 0) AND isnotnull(items#3525820.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#3525818, items#3525820.worklistShardItemId AS _extract_worklistShardItemId#3525830]
Input [7]: [shardId#3525818, orderProposalId#3525819L, items#3525820, optimizationGroups#3525821, isOptimal#3525822, lastModified#3525823, optimizationInsights#3525824]

(11) Generate [codegen id : 1]
Input [2]: [shardId#3525818, _extract_worklistShardItemId#3525830]
Arguments: explode(_extract_worklistShardItemId#3525830), [shardId#3525818], false, [item#3525826L]

(12) Project [codegen id : 1]
Output [2]: [shardId#3525818, item#3525826L AS worklistShardItemId#3525827L]
Input [2]: [shardId#3525818, item#3525826L]

(13) Exchange
Input [2]: [shardId#3525818, worklistShardItemId#3525827L]
Arguments: hashpartitioning(shardId#3525818, worklistShardItemId#3525827L, 30), ENSURE_REQUIREMENTS, [plan_id=1010713]

(14) Sort [codegen id : 3]
Input [2]: [shardId#3525818, worklistShardItemId#3525827L]
Arguments: [shardId#3525818 ASC NULLS FIRST, worklistShardItemId#3525827L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#3525977, worklistShardItemId#3525978L]
Right keys [2]: [shardId#3525818, worklistShardItemId#3525827L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [1]: [coalesce(kpis#3525982, []).label AS _extract_label#3526009]
Input [5]: [shardId#3525977, worklistShardItemId#3525978L, kpis#3525982, shardId#3525818, worklistShardItemId#3525827L]

(17) Generate [codegen id : 4]
Input [1]: [_extract_label#3526009]
Arguments: explode(_extract_label#3526009), true, [kpi#3525985]

(18) Project [codegen id : 4]
Output [1]: [concat(kpi:, kpi#3525985) AS label#3525986]
Input [1]: [kpi#3525985]

(19) HashAggregate [codegen id : 4]
Input [1]: [label#3525986]
Keys [1]: [label#3525986]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3525986]

(20) Exchange
Input [1]: [label#3525986]
Arguments: hashpartitioning(label#3525986, 30), ENSURE_REQUIREMENTS, [plan_id=1010745]

(21) HashAggregate [codegen id : 5]
Input [1]: [label#3525986]
Keys [1]: [label#3525986]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3525986]

(22) LocalLimit [codegen id : 5]
Input [1]: [label#3525986]
Arguments: 10001

(23) Exchange
Input [1]: [label#3525986]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=1010750]

(24) GlobalLimit [codegen id : 6]
Input [1]: [label#3525986]
Arguments: 10001, 0

(25) Sort [codegen id : 6]
Input [1]: [label#3525986]
Arguments: [label#3525986 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