crp-demand-service - Details for Query 32

Submitted Time: 2026/01/27 05:04:25
Duration: 0.5 s
Succeeded Jobs: 98 99 100 101 102

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 (4)\n \nduration: 0 ms"; 2 [labelType="html" label=" Project "]; 3 [labelType="html" label="Generate number of output rows: 1"]; 4 [labelType="html" label=" Project "]; 5 [labelType="html" label="BroadcastHashJoin number of output rows: 1"]; 12 [labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build: 4 ms peak memory: 256.0 KiB number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 0"]; } 6 [labelType="html" label="BroadcastExchange time to broadcast: 0 ms time to build: 6 ms time to collect: 18 ms number of output rows: 10 data size: 64.0 MiB"]; 7 [labelType="html" label="AQEShuffleRead number of partitions: 1"]; 8 [labelType="html" label="Exchange shuffle records written: 10 local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 5 ms (0 ms, 0 ms, 0 ms (stage 143.0: task 1124)) 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: 388.0 B fetch wait time: 0 ms remote bytes read: 920.0 B merged fetch fallback count: 0 local blocks read: 3 remote merged chunks fetched: 0 remote blocks read: 7 data size total (min, med, max (stageId: taskId)) 920.0 B (80.0 B, 96.0 B, 104.0 B (stage 143.0: task 1117)) local merged bytes read: 0.0 B number of partitions: 37 remote reqs duration: 2 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 1308.0 B (123.0 B, 132.0 B, 136.0 B (stage 143.0: task 1121))"]; subgraph cluster9 { isCluster="true"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n1.0 s (85 ms, 102 ms, 113 ms (stage 143.0: task 1126))"; 10 [labelType="html" label="Filter number of output rows: 10"]; 11 [labelType="html" label="Scan ExistingRDD number of output rows: 10"]; } 13 [labelType="html" label="AQEShuffleRead number of partitions: 1 partition data size: 2.4 KiB number of coalesced partitions: 1"]; 14 [labelType="html" label="Exchange shuffle records written: 25 local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 14 ms (0 ms, 0 ms, 0 ms (stage 147.0: task 1131)) 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: 25 local bytes read: 828.0 B fetch wait time: 0 ms remote bytes read: 1472.0 B merged fetch fallback count: 0 local blocks read: 9 remote merged chunks fetched: 0 remote blocks read: 16 data size total (min, med, max (stageId: taskId)) 800.0 B (32.0 B, 32.0 B, 32.0 B (stage 147.0: task 1139)) local merged bytes read: 0.0 B number of partitions: 37 remote reqs duration: 4 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 2.2 KiB (92.0 B, 92.0 B, 92.0 B (stage 147.0: task 1139))"]; subgraph cluster15 { isCluster="true"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n2.4 s (78 ms, 100 ms, 124 ms (stage 147.0: task 1134))"; 16 [labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 2.2 s (75 ms, 85 ms, 115 ms (stage 147.0: task 1134)) peak memory total (min, med, max (stageId: taskId)) 6.3 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 147.0: task 1139)) number of output rows: 25 number of sort fallback tasks: 0 avg hash probes per key: 0"]; 17 [labelType="html" label=" Project "]; 18 [labelType="html" label="BroadcastHashJoin number of output rows: 1,174"]; 19 [labelType="html" label="ColumnarToRow number of output rows: 1,196 number of input batches: 25"]; } 20 [labelType="html" label="Scan parquet number of files read: 25 scan time total (min, med, max (stageId: taskId)) 2.2 s (75 ms, 85 ms, 115 ms (stage 147.0: task 1134)) metadata time: 0 ms size of files read: 83.2 KiB number of output rows: 1,196"]; 21 [labelType="html" label="BroadcastExchange time to broadcast: 1 ms time to build: 14 ms time to collect: 185 ms number of output rows: 1,174 data size: 64.1 MiB"]; subgraph cluster22 { isCluster="true"; label="WholeStageCodegen (2)\n \nduration: 157 ms"; 23 [labelType="html" label="Filter number of output rows: 1,174"]; 24 [labelType="html" label="ColumnarToRow number of output rows: 1,196 number of input batches: 1"]; } 25 [labelType="html" label="Scan parquet number of files read: 1 scan time: 156 ms metadata time: 0 ms size of files read: 8.1 KiB number of output rows: 1,196"]; 2->0; 3->2; 4->3; 5->4; 6->5; 7->6; 8->7; 10->8; 11->10; 12->5; 13->12; 14->13; 16->14; 17->16; 18->17; 19->18; 20->19; 21->18; 23->21; 24->23; 25->24; }

AdaptiveSparkPlan isFinalPlan=true

Project

Generate explode(demandChannels#3570), false, [explodedDemandChannels#3582]

Project [demandChannels#3570]

BroadcastHashJoin [demandProfile#3569], [demandProfile#3418], Inner, BuildLeft, false

HashAggregate(keys=[demandProfile#3418], functions=[])

WholeStageCodegen (4)

BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, false]),false), [plan_id=5701]

AQEShuffleRead local

Exchange hashpartitioning(demandProfile#3569, 37), ENSURE_REQUIREMENTS, [plan_id=5617]

Filter (isnotnull(demandProfile#3569) AND ((size(demandChannels#3570, true) > 0) AND isnotnull(demandChannels#3570)))

Scan ExistingRDD[demandProfile#3569,demandChannels#3570]

WholeStageCodegen (1)

AQEShuffleRead coalesced

Exchange hashpartitioning(demandProfile#3418, 37), ENSURE_REQUIREMENTS, [plan_id=5800]

HashAggregate(keys=[demandProfile#3418], functions=[])

Project [demandProfile#3418]

BroadcastHashJoin [coalesce(plant#3408, ), isnull(plant#3408), coalesce(product#3407, ), isnull(product#3407)], [coalesce(plant#3416, ), isnull(plant#3416), coalesce(product#3415, ), isnull(product#3415)], Inner, BuildRight, false

ColumnarToRow

WholeStageCodegen (3)

FileScan parquet [product#3407,plant#3408] Batched: true, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex(1 paths)[hdlfs://2e93940d-4be8-4f12-830d-f0b8d392c03a.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=5643]

Filter isnotnull(demandProfile#3418)

ColumnarToRow

WholeStageCodegen (2)

FileScan parquet [product#3415,plant#3416,demandprofile#3418] Batched: true, DataFilters: [isnotnull(demandprofile#3418)], Format: Parquet, Location: InMemoryFileIndex(1 paths)[hdlfs://2e93940d-4be8-4f12-830d-f0b8d392c03a.files.hdl.prod-eu20.hanac..., PartitionFilters: [], PushedFilters: [IsNotNull(demandprofile)], ReadSchema: struct<product:string,plant:string,demandprofile:string>

Details

== Physical Plan ==
AdaptiveSparkPlan (41)
+- == Final Plan ==
   * Project (25)
   +- * Generate (24)
      +- * Project (23)
         +- * BroadcastHashJoin Inner BuildLeft (22)
            :- BroadcastQueryStage (7), Statistics(sizeInBytes=64.0 MiB, rowCount=10)
            :  +- BroadcastExchange (6)
            :     +- AQEShuffleRead (5)
            :        +- ShuffleQueryStage (4), Statistics(sizeInBytes=920.0 B, rowCount=10)
            :           +- Exchange (3)
            :              +- * Filter (2)
            :                 +- * Scan ExistingRDD (1)
            +- * HashAggregate (21)
               +- AQEShuffleRead (20)
                  +- ShuffleQueryStage (19), Statistics(sizeInBytes=800.0 B, rowCount=25)
                     +- Exchange (18)
                        +- * HashAggregate (17)
                           +- * Project (16)
                              +- * BroadcastHashJoin Inner BuildRight (15)
                                 :- * ColumnarToRow (9)
                                 :  +- Scan parquet  (8)
                                 +- BroadcastQueryStage (14), Statistics(sizeInBytes=64.1 MiB, rowCount=1.17E+3)
                                    +- BroadcastExchange (13)
                                       +- * Filter (12)
                                          +- * ColumnarToRow (11)
                                             +- Scan parquet  (10)
+- == Initial Plan ==
   Project (40)
   +- Generate (39)
      +- Project (38)
         +- SortMergeJoin Inner (37)
            :- Sort (27)
            :  +- Exchange (26)
            :     +- Filter (2)
            :        +- Scan ExistingRDD (1)
            +- Sort (36)
               +- HashAggregate (35)
                  +- Exchange (34)
                     +- HashAggregate (33)
                        +- Project (32)
                           +- BroadcastHashJoin Inner BuildRight (31)
                              :- Scan parquet  (28)
                              +- BroadcastExchange (30)
                                 +- Filter (29)
                                    +- Scan parquet  (10)


(1) Scan ExistingRDD [codegen id : 1]
Output [2]: [demandProfile#3569, demandChannels#3570]
Arguments: [demandProfile#3569, demandChannels#3570], MapPartitionsRDD[334] at createDataFrame at DemandProfileDataReaderImpl.java:60, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [2]: [demandProfile#3569, demandChannels#3570]
Condition : (isnotnull(demandProfile#3569) AND ((size(demandChannels#3570, true) > 0) AND isnotnull(demandChannels#3570)))

(3) Exchange
Input [2]: [demandProfile#3569, demandChannels#3570]
Arguments: hashpartitioning(demandProfile#3569, 37), ENSURE_REQUIREMENTS, [plan_id=5617]

(4) ShuffleQueryStage
Output [2]: [demandProfile#3569, demandChannels#3570]
Arguments: 0

(5) AQEShuffleRead
Input [2]: [demandProfile#3569, demandChannels#3570]
Arguments: local

(6) BroadcastExchange
Input [2]: [demandProfile#3569, demandChannels#3570]
Arguments: HashedRelationBroadcastMode(List(input[0, string, false]),false), [plan_id=5701]

(7) BroadcastQueryStage
Output [2]: [demandProfile#3569, demandChannels#3570]
Arguments: 2

(8) Scan parquet 
Output [2]: [product#3407, plant#3408]
Batched: true
Location: InMemoryFileIndex [hdlfs://2e93940d-4be8-4f12-830d-f0b8d392c03a.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-order-qty-opt-service/out/product-plant-list/10000000091/shardId=0_1_10000000091]
ReadSchema: struct<product:string,plant:string>

(9) ColumnarToRow [codegen id : 3]
Input [2]: [product#3407, plant#3408]

(10) Scan parquet 
Output [3]: [product#3415, plant#3416, demandprofile#3418]
Batched: true
Location: InMemoryFileIndex [hdlfs://2e93940d-4be8-4f12-830d-f0b8d392c03a.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-param-determination-service/out/10000000091/0_1_10000000091/demandprofile]
PushedFilters: [IsNotNull(demandprofile)]
ReadSchema: struct<product:string,plant:string,demandprofile:string>

(11) ColumnarToRow [codegen id : 2]
Input [3]: [product#3415, plant#3416, demandprofile#3418]

(12) Filter [codegen id : 2]
Input [3]: [product#3415, plant#3416, demandprofile#3418]
Condition : isnotnull(demandProfile#3418)

(13) BroadcastExchange
Input [3]: [product#3415, plant#3416, demandprofile#3418]
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=5643]

(14) BroadcastQueryStage
Output [3]: [product#3415, plant#3416, demandprofile#3418]
Arguments: 1

(15) BroadcastHashJoin [codegen id : 3]
Left keys [4]: [coalesce(plant#3408, ), isnull(plant#3408), coalesce(product#3407, ), isnull(product#3407)]
Right keys [4]: [coalesce(plant#3416, ), isnull(plant#3416), coalesce(product#3415, ), isnull(product#3415)]
Join type: Inner
Join condition: None

(16) Project [codegen id : 3]
Output [1]: [demandProfile#3418]
Input [5]: [product#3407, plant#3408, product#3415, plant#3416, demandprofile#3418]

(17) HashAggregate [codegen id : 3]
Input [1]: [demandProfile#3418]
Keys [1]: [demandProfile#3418]
Functions: []
Aggregate Attributes: []
Results [1]: [demandProfile#3418]

(18) Exchange
Input [1]: [demandProfile#3418]
Arguments: hashpartitioning(demandProfile#3418, 37), ENSURE_REQUIREMENTS, [plan_id=5800]

(19) ShuffleQueryStage
Output [1]: [demandProfile#3418]
Arguments: 3

(20) AQEShuffleRead
Input [1]: [demandProfile#3418]
Arguments: coalesced

(21) HashAggregate
Input [1]: [demandProfile#3418]
Keys [1]: [demandProfile#3418]
Functions: []
Aggregate Attributes: []
Results [1]: [demandProfile#3418]

(22) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [demandProfile#3569]
Right keys [1]: [demandProfile#3418]
Join type: Inner
Join condition: None

(23) Project [codegen id : 4]
Output [1]: [demandChannels#3570]
Input [3]: [demandProfile#3569, demandChannels#3570, demandProfile#3418]

(24) Generate [codegen id : 4]
Input [1]: [demandChannels#3570]
Arguments: explode(demandChannels#3570), false, [explodedDemandChannels#3582]

(25) Project [codegen id : 4]
Output: []
Input [1]: [explodedDemandChannels#3582]

(26) Exchange
Input [2]: [demandProfile#3569, demandChannels#3570]
Arguments: hashpartitioning(demandProfile#3569, 37), ENSURE_REQUIREMENTS, [plan_id=5604]

(27) Sort
Input [2]: [demandProfile#3569, demandChannels#3570]
Arguments: [demandProfile#3569 ASC NULLS FIRST], false, 0

(28) Scan parquet 
Output [2]: [product#3407, plant#3408]
Batched: true
Location: InMemoryFileIndex [hdlfs://2e93940d-4be8-4f12-830d-f0b8d392c03a.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-order-qty-opt-service/out/product-plant-list/10000000091/shardId=0_1_10000000091]
ReadSchema: struct<product:string,plant:string>

(29) Filter
Input [3]: [product#3415, plant#3416, demandprofile#3418]
Condition : isnotnull(demandProfile#3418)

(30) BroadcastExchange
Input [3]: [product#3415, plant#3416, demandprofile#3418]
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=5595]

(31) BroadcastHashJoin
Left keys [4]: [coalesce(plant#3408, ), isnull(plant#3408), coalesce(product#3407, ), isnull(product#3407)]
Right keys [4]: [coalesce(plant#3416, ), isnull(plant#3416), coalesce(product#3415, ), isnull(product#3415)]
Join type: Inner
Join condition: None

(32) Project
Output [1]: [demandProfile#3418]
Input [5]: [product#3407, plant#3408, product#3415, plant#3416, demandprofile#3418]

(33) HashAggregate
Input [1]: [demandProfile#3418]
Keys [1]: [demandProfile#3418]
Functions: []
Aggregate Attributes: []
Results [1]: [demandProfile#3418]

(34) Exchange
Input [1]: [demandProfile#3418]
Arguments: hashpartitioning(demandProfile#3418, 37), ENSURE_REQUIREMENTS, [plan_id=5600]

(35) HashAggregate
Input [1]: [demandProfile#3418]
Keys [1]: [demandProfile#3418]
Functions: []
Aggregate Attributes: []
Results [1]: [demandProfile#3418]

(36) Sort
Input [1]: [demandProfile#3418]
Arguments: [demandProfile#3418 ASC NULLS FIRST], false, 0

(37) SortMergeJoin
Left keys [1]: [demandProfile#3569]
Right keys [1]: [demandProfile#3418]
Join type: Inner
Join condition: None

(38) Project
Output [1]: [demandChannels#3570]
Input [3]: [demandProfile#3569, demandChannels#3570, demandProfile#3418]

(39) Generate
Input [1]: [demandChannels#3570]
Arguments: explode(demandChannels#3570), false, [explodedDemandChannels#3582]

(40) Project
Output: []
Input [1]: [explodedDemandChannels#3582]

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

SQL / DataFrame Properties

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