crp-order-qty-opt-service - Details for Query 12827

Submitted Time: 2026/08/31 13:59:07
Duration: 4 s
Succeeded Jobs: 17883

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: 35 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#3438752 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 312990.0: task 898092)) 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 312990.0: task 898091)) 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 312990.0: task 898092))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=988149]"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n139 ms (0 ms, 4 ms, 15 ms (stage 312990.0: task 898104))"; 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)) 21 ms (0 ms, 0 ms, 4 ms (stage 312990.0: task 898095)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 312990.0: task 898101)) number of output rows: 8 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3438752], 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)) 19.2 KiB (2.8 KiB, 3.1 KiB, 4.0 KiB (stage 312990.0: task 898092)) merged fetch fallback count: 0 local blocks read: 174 remote merged chunks fetched: 0 remote blocks read: 6 data size total (min, med, max (stageId: taskId)) 10.3 KiB (352.0 B, 352.0 B, 352.0 B (stage 312989.0: task 898061)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 19 ms (0 ms, 0 ms, 0 ms (stage 312989.0: task 898062)) 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 312990.0: task 898093)) remote bytes read total (min, med, max (stageId: taskId)) 679.0 B (100.0 B, 108.0 B, 142.0 B (stage 312990.0: task 898092)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 312990.0: task 898093)) 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 312989.0: task 898061))" tooltip="Exchange hashpartitioning(label#3438752, 30), ENSURE_REQUIREMENTS, [plan_id=988144]"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n4.5 s (97 ms, 122 ms, 235 ms (stage 312989.0: task 898063))"; 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)) 4.4 s (95 ms, 121 ms, 228 ms (stage 312989.0: task 898062)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 312989.0: task 898061)) number of output rows: 240 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#3438752], functions=[])"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [concat(kpi:, kpi#3438751) AS label#3438752]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 1,917,776" tooltip="Generate explode(_extract_label#3438775), true, [kpi#3438751]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [coalesce(kpis#3438748, []).label AS _extract_label#3438775]"]; 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 312989.0: task 898061))" tooltip="SortMergeJoin [shardId#3438743, worklistShardItemId#3438744L], [shardId#3438674, worklistShardItemId#3438683L], 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)) 1.6 s (42 ms, 54 ms, 68 ms (stage 312989.0: task 898080)) peak memory total (min, med, max (stageId: taskId)) 728.0 MiB (23.0 MiB, 25.0 MiB, 25.0 MiB (stage 312989.0: task 898061)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 312989.0: task 898061))" tooltip="Sort [shardId#3438743 ASC NULLS FIRST, worklistShardItemId#3438744L 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 (347.4 KiB, 356.8 KiB, 428.6 KiB (stage 312989.0: task 898061)) merged fetch fallback count: 0 local blocks read: 302 remote merged chunks fetched: 0 remote blocks read: 598 data size total (min, med, max (stageId: taskId)) 656.0 MiB (21.7 MiB, 21.9 MiB, 22.0 MiB (stage 312987.0: task 898005)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 113 ms (3 ms, 3 ms, 4 ms (stage 312987.0: task 898057)) 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 312989.0: task 898061)) remote bytes read total (min, med, max (stageId: taskId)) 20.8 MiB (644.5 KiB, 711.6 KiB, 722.8 KiB (stage 312989.0: task 898068)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 238 ms (4 ms, 6 ms, 23 ms (stage 312989.0: task 898064)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 31.3 MiB (1062.2 KiB, 1069.9 KiB, 1074.0 KiB (stage 312987.0: task 898055))" tooltip="Exchange hashpartitioning(shardId#3438743, worklistShardItemId#3438744L, 30), ENSURE_REQUIREMENTS, [plan_id=988129]"]; subgraph cluster17 { isCluster="true"; id="cluster17"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n29.7 s (769 ms, 1.0 s, 1.3 s (stage 312987.0: task 898000))"; tooltip="WholeStageCodegen (1)"; 18 [id="node18" labelType="html" label=" Project " tooltip="Project [shardId#3438743, worklistShardItemId#3438744L, kpis#3438748]"]; 19 [id="node19" labelType="html" label="Filter number of output rows: 1,194,196" tooltip="Filter (isnotnull(qty#3438745) AND (isnotnull(shardId#3438743) AND isnotnull(worklistShardItemId#3438744L)))"]; 20 [id="node20" labelType="html" label="Scan ExistingRDD number of output rows: 2,388,392" tooltip="Scan ExistingRDD[shardId#3438743,worklistShardItemId#3438744L,qty#3438745,demandChannel#3438746,demandStream#3438747,kpis#3438748]"]; } subgraph cluster21 { isCluster="true"; id="cluster21"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n5.2 s (97 ms, 122 ms, 363 ms (stage 312989.0: task 898063))"; tooltip="WholeStageCodegen (3)"; 22 [id="node22" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 159 ms (2 ms, 2 ms, 31 ms (stage 312989.0: task 898075)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 312989.0: task 898061)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 312989.0: task 898061))" tooltip="Sort [shardId#3438674 ASC NULLS FIRST, worklistShardItemId#3438683L 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)) 667.9 KiB (5.6 KiB, 22.8 KiB, 23.7 KiB (stage 312989.0: task 898083)) merged fetch fallback count: 0 local blocks read: 877 remote merged chunks fetched: 0 remote blocks read: 233 data size total (min, med, max (stageId: taskId)) 4.6 MiB (118.8 KiB, 126.8 KiB, 131.5 KiB (stage 312988.0: task 898019)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 72 ms (1 ms, 1 ms, 10 ms (stage 312988.0: task 898047)) 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 312989.0: task 898061)) remote bytes read total (min, med, max (stageId: taskId)) 177.1 KiB (5.1 KiB, 5.3 KiB, 22.8 KiB (stage 312989.0: task 898061)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 27 ms (0 ms, 1 ms, 1 ms (stage 312989.0: task 898061)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 845.0 KiB (21.4 KiB, 22.9 KiB, 23.8 KiB (stage 312988.0: task 898045))" tooltip="Exchange hashpartitioning(shardId#3438674, worklistShardItemId#3438683L, 30), ENSURE_REQUIREMENTS, [plan_id=988112]"]; 24 [id="node24" labelType="html" label="InMemoryTableScan number of output rows: 119,861" tooltip="InMemoryTableScan [shardId#3438674, worklistShardItemId#3438683L]"]; 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#3438674, item#3438682L AS worklistShardItemId#3438683L]"]; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3438686), [shardId#3438674], false, [item#3438682L]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [shardId#3438674, items#3438676.worklistShardItemId AS _extract_worklistShardItemId#3438686]"]; 29 [id="node29" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#3438674) AND ((shardId#3438674 = 0_5_10000000532) AND (isOptimal#3438678 <=> false))) AND ((size(items#3438676.worklistShardItemId, true) > 0) AND isnotnull(items#3438676.worklistShardItemId)))"]; 30 [id="node30" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#3438674,orderProposalId#3438675L,items#3438676,optimizationGroups#3438677,isOptimal#3438678,lastModified#3438679,optimizationInsights#3438680]"]; } 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#3438743, worklistShardItemId#3438744L, qty#3438745, demandChannel#3438746, demandStream#3438747, kpis#3438748]
Arguments: [shardId#3438743, worklistShardItemId#3438744L, qty#3438745, demandChannel#3438746, demandStream#3438747, kpis#3438748], MapPartitionsRDD[146167] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#3438743, worklistShardItemId#3438744L, qty#3438745, demandChannel#3438746, demandStream#3438747, kpis#3438748]
Condition : (isnotnull(qty#3438745) AND (isnotnull(shardId#3438743) AND isnotnull(worklistShardItemId#3438744L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#3438743, worklistShardItemId#3438744L, kpis#3438748]
Input [6]: [shardId#3438743, worklistShardItemId#3438744L, qty#3438745, demandChannel#3438746, demandStream#3438747, kpis#3438748]

(4) Exchange
Input [3]: [shardId#3438743, worklistShardItemId#3438744L, kpis#3438748]
Arguments: hashpartitioning(shardId#3438743, worklistShardItemId#3438744L, 30), ENSURE_REQUIREMENTS, [plan_id=988129]

(5) Sort [codegen id : 2]
Input [3]: [shardId#3438743, worklistShardItemId#3438744L, kpis#3438748]
Arguments: [shardId#3438743 ASC NULLS FIRST, worklistShardItemId#3438744L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#3438674, worklistShardItemId#3438683L]
Arguments: [shardId#3438674, worklistShardItemId#3438683L]

(7) InMemoryRelation
Arguments: [shardId#3438674, worklistShardItemId#3438683L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#3438674, orderProposalId#3438675L, items#3438676, optimizationGroups#3438677, isOptimal#3438678, lastModified#3438679, optimizationInsights#3438680]
Arguments: [shardId#3438674, orderProposalId#3438675L, items#3438676, optimizationGroups#3438677, isOptimal#3438678, lastModified#3438679, optimizationInsights#3438680], MapPartitionsRDD[146155] at start at FileStorageAdapterImpl.java:596, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#3438674, orderProposalId#3438675L, items#3438676, optimizationGroups#3438677, isOptimal#3438678, lastModified#3438679, optimizationInsights#3438680]
Condition : ((isnotnull(shardId#3438674) AND ((shardId#3438674 = 0_5_10000000532) AND (isOptimal#3438678 <=> false))) AND ((size(items#3438676.worklistShardItemId, true) > 0) AND isnotnull(items#3438676.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#3438674, items#3438676.worklistShardItemId AS _extract_worklistShardItemId#3438686]
Input [7]: [shardId#3438674, orderProposalId#3438675L, items#3438676, optimizationGroups#3438677, isOptimal#3438678, lastModified#3438679, optimizationInsights#3438680]

(11) Generate [codegen id : 1]
Input [2]: [shardId#3438674, _extract_worklistShardItemId#3438686]
Arguments: explode(_extract_worklistShardItemId#3438686), [shardId#3438674], false, [item#3438682L]

(12) Project [codegen id : 1]
Output [2]: [shardId#3438674, item#3438682L AS worklistShardItemId#3438683L]
Input [2]: [shardId#3438674, item#3438682L]

(13) Exchange
Input [2]: [shardId#3438674, worklistShardItemId#3438683L]
Arguments: hashpartitioning(shardId#3438674, worklistShardItemId#3438683L, 30), ENSURE_REQUIREMENTS, [plan_id=988112]

(14) Sort [codegen id : 3]
Input [2]: [shardId#3438674, worklistShardItemId#3438683L]
Arguments: [shardId#3438674 ASC NULLS FIRST, worklistShardItemId#3438683L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#3438743, worklistShardItemId#3438744L]
Right keys [2]: [shardId#3438674, worklistShardItemId#3438683L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [1]: [coalesce(kpis#3438748, []).label AS _extract_label#3438775]
Input [5]: [shardId#3438743, worklistShardItemId#3438744L, kpis#3438748, shardId#3438674, worklistShardItemId#3438683L]

(17) Generate [codegen id : 4]
Input [1]: [_extract_label#3438775]
Arguments: explode(_extract_label#3438775), true, [kpi#3438751]

(18) Project [codegen id : 4]
Output [1]: [concat(kpi:, kpi#3438751) AS label#3438752]
Input [1]: [kpi#3438751]

(19) HashAggregate [codegen id : 4]
Input [1]: [label#3438752]
Keys [1]: [label#3438752]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3438752]

(20) Exchange
Input [1]: [label#3438752]
Arguments: hashpartitioning(label#3438752, 30), ENSURE_REQUIREMENTS, [plan_id=988144]

(21) HashAggregate [codegen id : 5]
Input [1]: [label#3438752]
Keys [1]: [label#3438752]
Functions: []
Aggregate Attributes: []
Results [1]: [label#3438752]

(22) LocalLimit [codegen id : 5]
Input [1]: [label#3438752]
Arguments: 10001

(23) Exchange
Input [1]: [label#3438752]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=988149]

(24) GlobalLimit [codegen id : 6]
Input [1]: [label#3438752]
Arguments: 10001, 0

(25) Sort [codegen id : 6]
Input [1]: [label#3438752]
Arguments: [label#3438752 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	48
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