crp-order-qty-opt-service - Details for Query 13157

Submitted Time: 2026/08/31 14:14:21
Duration: 5 s
Succeeded Jobs: 18296

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 (5)\n \nduration: total (min, med, max (stageId: taskId))\n7 ms (0 ms, 0 ms, 4 ms (stage 328265.0: task 922684))"; tooltip="WholeStageCodegen (5)"; 1 [id="node1" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 3 ms (0 ms, 0 ms, 3 ms (stage 328265.0: task 922683)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 328265.0: task 922683)) number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3525818], functions=[])"]; } 2 [id="node2" labelType="html" label="Exchange shuffle records written: 30 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 30 local bytes read: 1932.0 B merged fetch fallback count: 0 local blocks read: 21 remote merged chunks fetched: 0 remote blocks read: 9 data size total (min, med, max (stageId: taskId)) 960.0 B (32.0 B, 32.0 B, 32.0 B (stage 328264.0: task 922572)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 15 ms (0 ms, 0 ms, 0 ms (stage 328264.0: task 922577)) 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: 828.0 B number of partitions: 30 remote reqs duration: 1 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 2.7 KiB (92.0 B, 92.0 B, 92.0 B (stage 328264.0: task 922572))" tooltip="Exchange hashpartitioning(shardId#3525818, 30), ENSURE_REQUIREMENTS, [plan_id=1011625]"]; subgraph cluster3 { isCluster="true"; id="cluster3"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n2.8 s (80 ms, 92 ms, 118 ms (stage 328264.0: task 922577))"; tooltip="WholeStageCodegen (4)"; 4 [id="node4" labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 2.7 s (78 ms, 90 ms, 115 ms (stage 328264.0: task 922608)) peak memory total (min, med, max (stageId: taskId)) 7.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 328264.0: task 922572)) number of output rows: 30 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[shardId#3525818], functions=[])"]; 5 [id="node5" labelType="html" label=" Project " tooltip="Project [shardId#3525818]"]; 6 [id="node6" labelType="html" label="Generate number of output rows: 1,780,416" tooltip="Generate explode(kpis#3525983), [shardId#3525818], true, [kpi#3525985]"]; 7 [id="node7" labelType="html" label=" Project " tooltip="Project [shardId#3525818, coalesce(kpis#3525982, []) AS kpis#3525983]"]; 8 [id="node8" 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 328264.0: task 922572))" tooltip="SortMergeJoin [shardId#3525977, worklistShardItemId#3525978L], [shardId#3525818, worklistShardItemId#3525827L], RightOuter"]; } subgraph cluster9 { isCluster="true"; id="cluster9"; label="WholeStageCodegen (2)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (2)"; 10 [id="node10" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 1.4 s (40 ms, 43 ms, 71 ms (stage 328264.0: task 922608)) peak memory total (min, med, max (stageId: taskId)) 718.0 MiB (23.0 MiB, 23.0 MiB, 25.0 MiB (stage 328264.0: task 922572)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 328264.0: task 922572))" tooltip="Sort [shardId#3525977 ASC NULLS FIRST, worklistShardItemId#3525978L ASC NULLS FIRST], false, 0"]; } 11 [id="node11" 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)) 12.2 MiB (228.1 KiB, 491.5 KiB, 506.5 KiB (stage 328264.0: task 922598)) merged fetch fallback count: 0 local blocks read: 378 remote merged chunks fetched: 0 remote blocks read: 522 data size total (min, med, max (stageId: taskId)) 656.0 MiB (21.7 MiB, 21.9 MiB, 22.0 MiB (stage 328263.0: task 922155)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 118 ms (3 ms, 3 ms, 12 ms (stage 328263.0: task 922142)) 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 328264.0: task 922572)) remote bytes read total (min, med, max (stageId: taskId)) 16.8 MiB (490.6 KiB, 497.0 KiB, 772.0 KiB (stage 328264.0: task 922596)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 237 ms (4 ms, 6 ms, 32 ms (stage 328264.0: task 922587)) 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 328263.0: task 922397))" tooltip="Exchange hashpartitioning(shardId#3525977, worklistShardItemId#3525978L, 30), ENSURE_REQUIREMENTS, [plan_id=1011610]"]; subgraph cluster12 { isCluster="true"; id="cluster12"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n27.7 s (824 ms, 905 ms, 1.1 s (stage 328263.0: task 922320))"; tooltip="WholeStageCodegen (1)"; 13 [id="node13" labelType="html" label=" Project " tooltip="Project [shardId#3525977, worklistShardItemId#3525978L, kpis#3525982]"]; 14 [id="node14" labelType="html" label="Filter number of output rows: 1,194,196" tooltip="Filter (isnotnull(qty#3525979) AND (isnotnull(shardId#3525977) AND isnotnull(worklistShardItemId#3525978L)))"]; 15 [id="node15" 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 cluster16 { isCluster="true"; id="cluster16"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n2.9 s (80 ms, 92 ms, 136 ms (stage 328264.0: task 922574))"; tooltip="WholeStageCodegen (3)"; 17 [id="node17" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 63 ms (1 ms, 2 ms, 4 ms (stage 328264.0: task 922599)) peak memory total (min, med, max (stageId: taskId)) 63.8 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 328264.0: task 922572)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 328264.0: task 922572))" tooltip="Sort [shardId#3525818 ASC NULLS FIRST, worklistShardItemId#3525827L ASC NULLS FIRST], false, 0"]; } 18 [id="node18" 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)) 402.6 KiB (10.8 KiB, 14.3 KiB, 14.7 KiB (stage 328264.0: task 922608)) merged fetch fallback count: 0 local blocks read: 474 remote merged chunks fetched: 0 remote blocks read: 426 data size total (min, med, max (stageId: taskId)) 4.2 MiB (136.7 KiB, 145.4 KiB, 153.4 KiB (stage 328262.0: task 922146)) 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 328262.0: task 922147)) 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 328264.0: task 922572)) remote bytes read total (min, med, max (stageId: taskId)) 364.2 KiB (10.7 KiB, 11.3 KiB, 14.9 KiB (stage 328264.0: task 922574)) number of partitions: 30 remote reqs duration total (min, med, max (stageId: taskId)) 31 ms (0 ms, 1 ms, 2 ms (stage 328264.0: task 922602)) 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 328262.0: task 922146))" tooltip="Exchange hashpartitioning(shardId#3525818, worklistShardItemId#3525827L, 30), ENSURE_REQUIREMENTS, [plan_id=1011598]"]; 19 [id="node19" labelType="html" label="InMemoryTableScan number of output rows: 111,276" tooltip="InMemoryTableScan [shardId#3525818, worklistShardItemId#3525827L]"]; subgraph cluster20 { isCluster="true"; id="cluster20"; label="WholeStageCodegen (1)\n \nduration: 0 ms"; tooltip="WholeStageCodegen (1)"; 21 [id="node21" labelType="html" label=" Project " tooltip="Project [shardId#3525818, item#3525826L AS worklistShardItemId#3525827L]"]; 22 [id="node22" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#3525830), [shardId#3525818], false, [item#3525826L]"]; 23 [id="node23" labelType="html" label=" Project " tooltip="Project [shardId#3525818, items#3525820.worklistShardItemId AS _extract_worklistShardItemId#3525830]"]; 24 [id="node24" 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)))"]; 25 [id="node25" 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; 4->2; 5->4; 6->5; 7->6; 8->7; 10->8; 11->10; 13->11; 14->13; 15->14; 17->8; 18->17; 19->18; 21->19; 22->21; 23->22; 24->23; 25->24; }

Details

== Physical Plan ==
* 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=1011610]

(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=1011598]

(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 [2]: [shardId#3525818, coalesce(kpis#3525982, []) AS kpis#3525983]
Input [5]: [shardId#3525977, worklistShardItemId#3525978L, kpis#3525982, shardId#3525818, worklistShardItemId#3525827L]

(17) Generate [codegen id : 4]
Input [2]: [shardId#3525818, kpis#3525983]
Arguments: explode(kpis#3525983), [shardId#3525818], true, [kpi#3525985]

(18) Project [codegen id : 4]
Output [1]: [shardId#3525818]
Input [2]: [shardId#3525818, kpi#3525985]

(19) HashAggregate [codegen id : 4]
Input [1]: [shardId#3525818]
Keys [1]: [shardId#3525818]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3525818]

(20) Exchange
Input [1]: [shardId#3525818]
Arguments: hashpartitioning(shardId#3525818, 30), ENSURE_REQUIREMENTS, [plan_id=1011625]

(21) HashAggregate [codegen id : 5]
Input [1]: [shardId#3525818]
Keys [1]: [shardId#3525818]
Functions: []
Aggregate Attributes: []
Results [1]: [shardId#3525818]

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