crp-demand-service - Details for Query 2

Submitted Time: 2025/12/18 04:04:30
Duration: 5 s
Succeeded Jobs: 4 5 6

Show the Stage ID and Task ID that corresponds to the max metric

digraph G { 0 [labelType="html" label=" AdaptiveSparkPlan "]; subgraph cluster1 { isCluster="true"; label="WholeStageCodegen (3)\n \nduration: 0 ms"; 2 [labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build: 17 ms peak memory: 256.0 KiB number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 0"]; } 3 [labelType="html" label="AQEShuffleRead number of partitions: 1 partition data size: 970.0 B number of coalesced partitions: 1"]; 4 [labelType="html" label="Exchange shuffle records written: 10 local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 27 ms (0 ms, 1 ms, 7 ms (stage 3.0: task 6)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 10 local bytes read: 736.0 B fetch wait time: 0 ms remote bytes read: 184.0 B merged fetch fallback count: 0 local blocks read: 8 remote merged chunks fetched: 0 remote blocks read: 2 data size total (min, med, max (stageId: taskId)) 320.0 B (32.0 B, 32.0 B, 32.0 B (stage 3.0: task 6)) local merged bytes read: 0.0 B number of partitions: 10 remote reqs duration: 29 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 920.0 B (92.0 B, 92.0 B, 92.0 B (stage 3.0: task 6))"]; subgraph cluster5 { isCluster="true"; label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n4.7 s (99 ms, 232 ms, 1.6 s (stage 3.0: task 5))"; 6 [labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 3.8 s (94 ms, 130 ms, 1.4 s (stage 3.0: task 5)) peak memory total (min, med, max (stageId: taskId)) 2.5 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 3.0: task 6)) number of output rows: 10 number of sort fallback tasks: 0 avg hash probes per key: 0"]; 7 [labelType="html" label=" Project "]; 8 [labelType="html" label="BroadcastHashJoin number of output rows: 677"]; 9 [labelType="html" label="ColumnarToRow number of output rows: 677 number of input batches: 10"]; } 10 [labelType="html" label="Scan parquet number of files read: 10 scan time total (min, med, max (stageId: taskId)) 3.7 s (93 ms, 127 ms, 1.3 s (stage 3.0: task 5)) metadata time: 0 ms size of files read: 36.0 KiB number of output rows: 677"]; 11 [labelType="html" label="BroadcastExchange time to broadcast: 11 ms time to build: 49 ms time to collect: 1.6 s number of output rows: 677 data size: 32.0 MiB"]; subgraph cluster12 { isCluster="true"; label="WholeStageCodegen (1)\n \nduration: 770 ms"; 13 [labelType="html" label="ColumnarToRow number of output rows: 677 number of input batches: 1"]; } 14 [labelType="html" label="Scan parquet number of files read: 1 scan time: 759 ms metadata time: 2 ms size of files read: 6.2 KiB number of output rows: 677"]; 2->0; 3->2; 4->3; 6->4; 7->6; 8->7; 9->8; 10->9; 11->8; 13->11; 14->13; }

AdaptiveSparkPlan isFinalPlan=true

HashAggregate(keys=[demandProfile#153], functions=[])

WholeStageCodegen (3)

AQEShuffleRead coalesced

Exchange hashpartitioning(demandProfile#153, 10), ENSURE_REQUIREMENTS, [plan_id=106]

HashAggregate(keys=[demandProfile#153], functions=[])

Project [demandProfile#153]

BroadcastHashJoin [coalesce(plant#143, ), isnull(plant#143), coalesce(product#142, ), isnull(product#142)], [coalesce(plant#151, ), isnull(plant#151), coalesce(product#150, ), isnull(product#150)], LeftOuter, BuildRight, false

ColumnarToRow

WholeStageCodegen (2)

FileScan parquet [product#142,plant#143] Batched: true, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex(1 paths)[hdlfs://7646b954-15f6-4bdc-91a5-2644c1a43a19.files.hdl.prod-eu20.hanac..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<product:string,plant:string>

BroadcastExchange HashedRelationBroadcastMode(List(coalesce(input[1, string, true], ), isnull(input[1, string, true]), coalesce(input[0, string, true], ), isnull(input[0, string, true])),false), [plan_id=58]

ColumnarToRow

WholeStageCodegen (1)

FileScan parquet [product#150,plant#151,demandprofile#153] Batched: true, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex(1 paths)[hdlfs://7646b954-15f6-4bdc-91a5-2644c1a43a19.files.hdl.prod-eu20.hanac..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<product:string,plant:string,demandprofile:string>

Details

== Physical Plan ==
AdaptiveSparkPlan (20)
+- == Final Plan ==
   * HashAggregate (13)
   +- AQEShuffleRead (12)
      +- ShuffleQueryStage (11), Statistics(sizeInBytes=320.0 B, rowCount=10)
         +- Exchange (10)
            +- * HashAggregate (9)
               +- * Project (8)
                  +- * BroadcastHashJoin LeftOuter BuildRight (7)
                     :- * ColumnarToRow (2)
                     :  +- Scan parquet  (1)
                     +- BroadcastQueryStage (6), Statistics(sizeInBytes=32.0 MiB, rowCount=677)
                        +- BroadcastExchange (5)
                           +- * ColumnarToRow (4)
                              +- Scan parquet  (3)
+- == Initial Plan ==
   HashAggregate (19)
   +- Exchange (18)
      +- HashAggregate (17)
         +- Project (16)
            +- BroadcastHashJoin LeftOuter BuildRight (15)
               :- Scan parquet  (1)
               +- BroadcastExchange (14)
                  +- Scan parquet  (3)


(1) Scan parquet 
Output [2]: [product#142, plant#143]
Batched: true
Location: InMemoryFileIndex [hdlfs://7646b954-15f6-4bdc-91a5-2644c1a43a19.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-order-qty-opt-service/out/product-plant-list/10000003977/shardId=0_1_10000003977]
ReadSchema: struct<product:string,plant:string>

(2) ColumnarToRow [codegen id : 2]
Input [2]: [product#142, plant#143]

(3) Scan parquet 
Output [3]: [product#150, plant#151, demandprofile#153]
Batched: true
Location: InMemoryFileIndex [hdlfs://7646b954-15f6-4bdc-91a5-2644c1a43a19.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-param-determination-service/out/10000003977/0_1_10000003977/demandprofile]
ReadSchema: struct<product:string,plant:string,demandprofile:string>

(4) ColumnarToRow [codegen id : 1]
Input [3]: [product#150, plant#151, demandprofile#153]

(5) BroadcastExchange
Input [3]: [product#150, plant#151, demandprofile#153]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[1, string, true], ), isnull(input[1, string, true]), coalesce(input[0, string, true], ), isnull(input[0, string, true])),false), [plan_id=58]

(6) BroadcastQueryStage
Output [3]: [product#150, plant#151, demandprofile#153]
Arguments: 0

(7) BroadcastHashJoin [codegen id : 2]
Left keys [4]: [coalesce(plant#143, ), isnull(plant#143), coalesce(product#142, ), isnull(product#142)]
Right keys [4]: [coalesce(plant#151, ), isnull(plant#151), coalesce(product#150, ), isnull(product#150)]
Join type: LeftOuter
Join condition: None

(8) Project [codegen id : 2]
Output [1]: [demandProfile#153]
Input [5]: [product#142, plant#143, product#150, plant#151, demandprofile#153]

(9) HashAggregate [codegen id : 2]
Input [1]: [demandProfile#153]
Keys [1]: [demandProfile#153]
Functions: []
Aggregate Attributes: []
Results [1]: [demandProfile#153]

(10) Exchange
Input [1]: [demandProfile#153]
Arguments: hashpartitioning(demandProfile#153, 10), ENSURE_REQUIREMENTS, [plan_id=106]

(11) ShuffleQueryStage
Output [1]: [demandProfile#153]
Arguments: 1

(12) AQEShuffleRead
Input [1]: [demandProfile#153]
Arguments: coalesced

(13) HashAggregate [codegen id : 3]
Input [1]: [demandProfile#153]
Keys [1]: [demandProfile#153]
Functions: []
Aggregate Attributes: []
Results: []

(14) BroadcastExchange
Input [3]: [product#150, plant#151, demandprofile#153]
Arguments: HashedRelationBroadcastMode(List(coalesce(input[1, string, true], ), isnull(input[1, string, true]), coalesce(input[0, string, true], ), isnull(input[0, string, true])),false), [plan_id=35]

(15) BroadcastHashJoin
Left keys [4]: [coalesce(plant#143, ), isnull(plant#143), coalesce(product#142, ), isnull(product#142)]
Right keys [4]: [coalesce(plant#151, ), isnull(plant#151), coalesce(product#150, ), isnull(product#150)]
Join type: LeftOuter
Join condition: None

(16) Project
Output [1]: [demandProfile#153]
Input [5]: [product#142, plant#143, product#150, plant#151, demandprofile#153]

(17) HashAggregate
Input [1]: [demandProfile#153]
Keys [1]: [demandProfile#153]
Functions: []
Aggregate Attributes: []
Results [1]: [demandProfile#153]

(18) Exchange
Input [1]: [demandProfile#153]
Arguments: hashpartitioning(demandProfile#153, 10), ENSURE_REQUIREMENTS, [plan_id=40]

(19) HashAggregate
Input [1]: [demandProfile#153]
Keys [1]: [demandProfile#153]
Functions: []
Aggregate Attributes: []
Results: []

(20) AdaptiveSparkPlan
Output: []
Arguments: isFinalPlan=true

SQL / DataFrame Properties

Name	Value
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true