crp-order-qty-opt-service - Details for Query 2550

Submitted Time: 2026/08/10 09:27:37
Duration: 0.7 s
Succeeded Jobs: 3959

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: 52 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#583027 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: 322.0 B merged fetch fallback count: 0 local blocks read: 3 remote merged chunks fetched: 0 remote blocks read: 3 data size total (min, med, max (stageId: taskId)) 352.0 B (32.0 B, 48.0 B, 104.0 B (stage 42046.0: task 121070)) 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 42046.0: task 121070)) 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: 350.0 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)) 672.0 B (88.0 B, 108.0 B, 142.0 B (stage 42046.0: task 121070))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=246729]"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n120 ms (0 ms, 10 ms, 14 ms (stage 42046.0: task 121070))"; 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)) 36 ms (0 ms, 0 ms, 7 ms (stage 42046.0: task 121071)) peak memory total (min, med, max (stageId: taskId)) 5.0 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 42046.0: task 121077)) number of output rows: 8 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#583027], functions=[])"]; } 7 [id="node7" labelType="html" label="Exchange shuffle records written: 160 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 160 local bytes read total (min, med, max (stageId: taskId)) 6.6 KiB (880.0 B, 1080.0 B, 1420.0 B (stage 42046.0: task 121070)) merged fetch fallback count: 0 local blocks read: 60 remote merged chunks fetched: 0 remote blocks read: 60 data size total (min, med, max (stageId: taskId)) 6.9 KiB (352.0 B, 352.0 B, 352.0 B (stage 42045.0: task 121051)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 13 ms (0 ms, 0 ms, 0 ms (stage 42045.0: task 121049)) 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 42046.0: task 121069)) remote bytes read total (min, med, max (stageId: taskId)) 6.6 KiB (880.0 B, 1080.0 B, 1420.0 B (stage 42046.0: task 121070)) number of partitions: 20 remote reqs duration total (min, med, max (stageId: taskId)) 6 ms (1 ms, 1 ms, 1 ms (stage 42046.0: task 121069)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 13.1 KiB (672.0 B, 672.0 B, 672.0 B (stage 42045.0: task 121051))" tooltip="Exchange hashpartitioning(label#583027, 20), ENSURE_REQUIREMENTS, [plan_id=246724]"]; subgraph cluster8 { isCluster="true"; id="cluster8"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n281 ms (5 ms, 20 ms, 22 ms (stage 42045.0: task 121051))"; 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)) 187 ms (4 ms, 11 ms, 15 ms (stage 42045.0: task 121053)) peak memory total (min, med, max (stageId: taskId)) 5.0 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 42045.0: task 121051)) number of output rows: 160 number of sort fallback tasks: 0 avg hash probes per key: 0" tooltip="HashAggregate(keys=[label#583027], functions=[])"]; 10 [id="node10" labelType="html" label=" Project " tooltip="Project [concat(kpi:, kpi#583026) AS label#583027]"]; 11 [id="node11" labelType="html" label="Generate number of output rows: 16,536" tooltip="Generate explode(_extract_label#583050), true, [kpi#583026]"]; 12 [id="node12" labelType="html" label=" Project " tooltip="Project [coalesce(kpis#583023, []).label AS _extract_label#583050]"]; 13 [id="node13" labelType="html" label="SortMergeJoin number of output rows: 2,067 spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 42045.0: task 121051))" tooltip="SortMergeJoin [shardId#583018, worklistShardItemId#583019L], [shardId#582949, worklistShardItemId#582958L], RightOuter"]; } subgraph cluster14 { isCluster="true"; id="cluster14"; label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n93 ms (6 ms, 87 ms, 87 ms (stage 42045.0: task 121055))"; tooltip="WholeStageCodegen (2)"; 15 [id="node15" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 42045.0: task 121051)) peak memory total (min, med, max (stageId: taskId)) 41.3 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 42045.0: task 121051)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 42045.0: task 121051))" tooltip="Sort [shardId#583018 ASC NULLS FIRST, worklistShardItemId#583019L ASC NULLS FIRST], false, 0"]; } 16 [id="node16" labelType="html" label="Exchange shuffle records written: 2,183 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 2,183 local bytes read total (min, med, max (stageId: taskId)) 125.0 KiB (3.7 KiB, 7.1 KiB, 9.0 KiB (stage 42045.0: task 121068)) merged fetch fallback count: 0 local blocks read: 198 remote merged chunks fetched: 0 remote blocks read: 200 data size total (min, med, max (stageId: taskId)) 1227.9 KiB (54.0 KiB, 61.9 KiB, 69.2 KiB (stage 42043.0: task 121029)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 25 ms (0 ms, 1 ms, 1 ms (stage 42043.0: task 121013)) 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 42045.0: task 121051)) remote bytes read total (min, med, max (stageId: taskId)) 125.1 KiB (4.0 KiB, 7.5 KiB, 8.4 KiB (stage 42045.0: task 121053)) number of partitions: 20 remote reqs duration total (min, med, max (stageId: taskId)) 25 ms (0 ms, 1 ms, 2 ms (stage 42045.0: task 121057)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 250.0 KiB (12.1 KiB, 12.5 KiB, 13.2 KiB (stage 42043.0: task 121029))" tooltip="Exchange hashpartitioning(shardId#583018, worklistShardItemId#583019L, 20), ENSURE_REQUIREMENTS, [plan_id=246709]"]; subgraph cluster17 { isCluster="true"; id="cluster17"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n1.1 s (6 ms, 102 ms, 105 ms (stage 42043.0: task 121018))"; tooltip="WholeStageCodegen (1)"; 18 [id="node18" labelType="html" label=" Project " tooltip="Project [shardId#583018, worklistShardItemId#583019L, kpis#583023]"]; 19 [id="node19" labelType="html" label="Filter number of output rows: 2,183" tooltip="Filter (isnotnull(qty#583020) AND (isnotnull(shardId#583018) AND isnotnull(worklistShardItemId#583019L)))"]; 20 [id="node20" labelType="html" label="Scan ExistingRDD number of output rows: 4,129" tooltip="Scan ExistingRDD[shardId#583018,worklistShardItemId#583019L,qty#583020,demandChannel#583021,demandStream#583022,kpis#583023]"]; } subgraph cluster21 { isCluster="true"; id="cluster21"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n2.0 s (6 ms, 188 ms, 196 ms (stage 42045.0: task 121058))"; tooltip="WholeStageCodegen (3)"; 22 [id="node22" labelType="html" label="Sort sort time total (min, med, max (stageId: taskId)) 0 ms (0 ms, 0 ms, 0 ms (stage 42045.0: task 121051)) peak memory total (min, med, max (stageId: taskId)) 41.3 MiB (2.1 MiB, 2.1 MiB, 2.1 MiB (stage 42045.0: task 121051)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 42045.0: task 121051))" tooltip="Sort [shardId#582949 ASC NULLS FIRST, worklistShardItemId#582958L ASC NULLS FIRST], false, 0"]; } 23 [id="node23" labelType="html" label="Exchange shuffle records written: 922 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 922 local bytes read total (min, med, max (stageId: taskId)) 17.2 KiB (683.0 B, 894.0 B, 1170.0 B (stage 42045.0: task 121053)) merged fetch fallback count: 0 local blocks read: 151 remote merged chunks fetched: 0 remote blocks read: 149 data size total (min, med, max (stageId: taskId)) 36.0 KiB (200.0 B, 1760.0 B, 4.9 KiB (stage 42044.0: task 121047)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 18 ms (0 ms, 1 ms, 1 ms (stage 42044.0: task 121023)) 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 42045.0: task 121051)) remote bytes read total (min, med, max (stageId: taskId)) 17.0 KiB (652.0 B, 836.0 B, 1155.0 B (stage 42045.0: task 121068)) number of partitions: 20 remote reqs duration total (min, med, max (stageId: taskId)) 21 ms (0 ms, 1 ms, 2 ms (stage 42045.0: task 121068)) remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 34.1 KiB (485.0 B, 2.0 KiB, 2.8 KiB (stage 42044.0: task 121047))" tooltip="Exchange hashpartitioning(shardId#582949, worklistShardItemId#582958L, 20), ENSURE_REQUIREMENTS, [plan_id=246692]"]; 24 [id="node24" labelType="html" label="InMemoryTableScan number of output rows: 922" tooltip="InMemoryTableScan [shardId#582949, worklistShardItemId#582958L]"]; 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#582949, item#582957L AS worklistShardItemId#582958L]"]; 27 [id="node27" labelType="html" label="Generate number of output rows: 0" tooltip="Generate explode(_extract_worklistShardItemId#582961), [shardId#582949], false, [item#582957L]"]; 28 [id="node28" labelType="html" label=" Project " tooltip="Project [shardId#582949, items#582951.worklistShardItemId AS _extract_worklistShardItemId#582961]"]; 29 [id="node29" labelType="html" label="Filter number of output rows: 0" tooltip="Filter ((isnotnull(shardId#582949) AND ((shardId#582949 = 0_1_10000002106) AND (isOptimal#582953 <=> false))) AND ((size(items#582951.worklistShardItemId, true) > 0) AND isnotnull(items#582951.worklistShardItemId)))"]; 30 [id="node30" labelType="html" label="Scan ExistingRDD number of output rows: 0" tooltip="Scan ExistingRDD[shardId#582949,orderProposalId#582950L,items#582951,optimizationGroups#582952,isOptimal#582953,lastModified#582954,optimizationInsights#582955]"]; } 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#583018, worklistShardItemId#583019L, qty#583020, demandChannel#583021, demandStream#583022, kpis#583023]
Arguments: [shardId#583018, worklistShardItemId#583019L, qty#583020, demandChannel#583021, demandStream#583022, kpis#583023], MapPartitionsRDD[27904] at start at FileStorageAdapterImpl.java:592, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [6]: [shardId#583018, worklistShardItemId#583019L, qty#583020, demandChannel#583021, demandStream#583022, kpis#583023]
Condition : (isnotnull(qty#583020) AND (isnotnull(shardId#583018) AND isnotnull(worklistShardItemId#583019L)))

(3) Project [codegen id : 1]
Output [3]: [shardId#583018, worklistShardItemId#583019L, kpis#583023]
Input [6]: [shardId#583018, worklistShardItemId#583019L, qty#583020, demandChannel#583021, demandStream#583022, kpis#583023]

(4) Exchange
Input [3]: [shardId#583018, worklistShardItemId#583019L, kpis#583023]
Arguments: hashpartitioning(shardId#583018, worklistShardItemId#583019L, 20), ENSURE_REQUIREMENTS, [plan_id=246709]

(5) Sort [codegen id : 2]
Input [3]: [shardId#583018, worklistShardItemId#583019L, kpis#583023]
Arguments: [shardId#583018 ASC NULLS FIRST, worklistShardItemId#583019L ASC NULLS FIRST], false, 0

(6) InMemoryTableScan
Output [2]: [shardId#582949, worklistShardItemId#582958L]
Arguments: [shardId#582949, worklistShardItemId#582958L]

(7) InMemoryRelation
Arguments: [shardId#582949, worklistShardItemId#582958L], StorageLevel(disk, memory, 2 replicas)

(8) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#582949, orderProposalId#582950L, items#582951, optimizationGroups#582952, isOptimal#582953, lastModified#582954, optimizationInsights#582955]
Arguments: [shardId#582949, orderProposalId#582950L, items#582951, optimizationGroups#582952, isOptimal#582953, lastModified#582954, optimizationInsights#582955], MapPartitionsRDD[27892] at start at FileStorageAdapterImpl.java:592, ExistingRDD, UnknownPartitioning(0)

(9) Filter [codegen id : 1]
Input [7]: [shardId#582949, orderProposalId#582950L, items#582951, optimizationGroups#582952, isOptimal#582953, lastModified#582954, optimizationInsights#582955]
Condition : ((isnotnull(shardId#582949) AND ((shardId#582949 = 0_1_10000002106) AND (isOptimal#582953 <=> false))) AND ((size(items#582951.worklistShardItemId, true) > 0) AND isnotnull(items#582951.worklistShardItemId)))

(10) Project [codegen id : 1]
Output [2]: [shardId#582949, items#582951.worklistShardItemId AS _extract_worklistShardItemId#582961]
Input [7]: [shardId#582949, orderProposalId#582950L, items#582951, optimizationGroups#582952, isOptimal#582953, lastModified#582954, optimizationInsights#582955]

(11) Generate [codegen id : 1]
Input [2]: [shardId#582949, _extract_worklistShardItemId#582961]
Arguments: explode(_extract_worklistShardItemId#582961), [shardId#582949], false, [item#582957L]

(12) Project [codegen id : 1]
Output [2]: [shardId#582949, item#582957L AS worklistShardItemId#582958L]
Input [2]: [shardId#582949, item#582957L]

(13) Exchange
Input [2]: [shardId#582949, worklistShardItemId#582958L]
Arguments: hashpartitioning(shardId#582949, worklistShardItemId#582958L, 20), ENSURE_REQUIREMENTS, [plan_id=246692]

(14) Sort [codegen id : 3]
Input [2]: [shardId#582949, worklistShardItemId#582958L]
Arguments: [shardId#582949 ASC NULLS FIRST, worklistShardItemId#582958L ASC NULLS FIRST], false, 0

(15) SortMergeJoin [codegen id : 4]
Left keys [2]: [shardId#583018, worklistShardItemId#583019L]
Right keys [2]: [shardId#582949, worklistShardItemId#582958L]
Join type: RightOuter
Join condition: None

(16) Project [codegen id : 4]
Output [1]: [coalesce(kpis#583023, []).label AS _extract_label#583050]
Input [5]: [shardId#583018, worklistShardItemId#583019L, kpis#583023, shardId#582949, worklistShardItemId#582958L]

(17) Generate [codegen id : 4]
Input [1]: [_extract_label#583050]
Arguments: explode(_extract_label#583050), true, [kpi#583026]

(18) Project [codegen id : 4]
Output [1]: [concat(kpi:, kpi#583026) AS label#583027]
Input [1]: [kpi#583026]

(19) HashAggregate [codegen id : 4]
Input [1]: [label#583027]
Keys [1]: [label#583027]
Functions: []
Aggregate Attributes: []
Results [1]: [label#583027]

(20) Exchange
Input [1]: [label#583027]
Arguments: hashpartitioning(label#583027, 20), ENSURE_REQUIREMENTS, [plan_id=246724]

(21) HashAggregate [codegen id : 5]
Input [1]: [label#583027]
Keys [1]: [label#583027]
Functions: []
Aggregate Attributes: []
Results [1]: [label#583027]

(22) LocalLimit [codegen id : 5]
Input [1]: [label#583027]
Arguments: 10001

(23) Exchange
Input [1]: [label#583027]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=246729]

(24) GlobalLimit [codegen id : 6]
Input [1]: [label#583027]
Arguments: 10001, 0

(25) Sort [codegen id : 6]
Input [1]: [label#583027]
Arguments: [label#583027 ASC NULLS FIRST], true, 0

SQL / DataFrame Properties

Name	Value
spark.activity.hdlfsEnabled	true
spark.activity.isolateSession	true
spark.databricks.delta.lastCommitVersionInSession	4
spark.sql.adaptive.enabled	false
spark.sql.cbo.enabled	false
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true
spark.sql.requireAllClusterKeysForDistribution	false
spark.sql.shuffle.partitions	20
temporal.activity.id	10a6a3d0-5fcf-39e3-a20a-09c5b3945c32
temporal.activity.type	RunStreamWithId