crp-demand-service - Details for Query 12

Submitted Time: 2026/01/27 05:02:47
Duration: 0.7 s
Succeeded Jobs: 22 23 24 25 26

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: 6 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: 30 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)) 7 ms (0 ms, 0 ms, 0 ms (stage 31.0: task 265)) 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 31.0: task 265)) local merged bytes read: 0.0 B number of partitions: 37 remote reqs duration: 3 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 31.0: task 269))"]; subgraph cluster9 { isCluster="true"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n1.3 s (108 ms, 119 ms, 172 ms (stage 31.0: task 266))"; 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)) 22 ms (0 ms, 0 ms, 2 ms (stage 35.0: task 292)) 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: 920.0 B fetch wait time: 0 ms remote bytes read: 1380.0 B merged fetch fallback count: 0 local blocks read: 10 remote merged chunks fetched: 0 remote blocks read: 15 data size total (min, med, max (stageId: taskId)) 800.0 B (32.0 B, 32.0 B, 32.0 B (stage 35.0: task 286)) local merged bytes read: 0.0 B number of partitions: 37 remote reqs duration: 5 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 35.0: task 286))"]; subgraph cluster15 { isCluster="true"; label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n2.7 s (86 ms, 111 ms, 128 ms (stage 35.0: task 283))"; 16 [labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 2.5 s (83 ms, 99 ms, 115 ms (stage 35.0: task 283)) peak memory total (min, med, max (stageId: taskId)) 6.3 MiB (256.0 KiB, 256.0 KiB, 256.0 KiB (stage 35.0: task 286)) 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)) 2.5 s (83 ms, 98 ms, 115 ms (stage 35.0: task 283)) 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: 21 ms time to collect: 238 ms number of output rows: 1,174 data size: 64.1 MiB"]; subgraph cluster22 { isCluster="true"; label="WholeStageCodegen (2)\n \nduration: 192 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: 189 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#810), false, [explodedDemandChannels#822]

Project [demandChannels#810]

BroadcastHashJoin [demandProfile#809], [demandProfile#138], Inner, BuildLeft, false

HashAggregate(keys=[demandProfile#138], functions=[])

WholeStageCodegen (4)

BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, false]),false), [plan_id=1258]

AQEShuffleRead local

Exchange hashpartitioning(demandProfile#809, 37), ENSURE_REQUIREMENTS, [plan_id=1174]

Filter (isnotnull(demandProfile#809) AND ((size(demandChannels#810, true) > 0) AND isnotnull(demandChannels#810)))

Scan ExistingRDD[demandProfile#809,demandChannels#810]

WholeStageCodegen (1)

AQEShuffleRead coalesced

Exchange hashpartitioning(demandProfile#138, 37), ENSURE_REQUIREMENTS, [plan_id=1357]

HashAggregate(keys=[demandProfile#138], functions=[])

Project [demandProfile#138]

BroadcastHashJoin [coalesce(plant#128, ), isnull(plant#128), coalesce(product#127, ), isnull(product#127)], [coalesce(plant#136, ), isnull(plant#136), coalesce(product#135, ), isnull(product#135)], Inner, BuildRight, false

ColumnarToRow

WholeStageCodegen (3)

FileScan parquet [product#127,plant#128] 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=1200]

Filter isnotnull(demandProfile#138)

ColumnarToRow

WholeStageCodegen (2)

FileScan parquet [product#135,plant#136,demandprofile#138] Batched: true, DataFilters: [isnotnull(demandprofile#138)], 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#809, demandChannels#810]
Arguments: [demandProfile#809, demandChannels#810], MapPartitionsRDD[59] at createDataFrame at DemandProfileDataReaderImpl.java:60, ExistingRDD, UnknownPartitioning(0)

(2) Filter [codegen id : 1]
Input [2]: [demandProfile#809, demandChannels#810]
Condition : (isnotnull(demandProfile#809) AND ((size(demandChannels#810, true) > 0) AND isnotnull(demandChannels#810)))

(3) Exchange
Input [2]: [demandProfile#809, demandChannels#810]
Arguments: hashpartitioning(demandProfile#809, 37), ENSURE_REQUIREMENTS, [plan_id=1174]

(4) ShuffleQueryStage
Output [2]: [demandProfile#809, demandChannels#810]
Arguments: 0

(5) AQEShuffleRead
Input [2]: [demandProfile#809, demandChannels#810]
Arguments: local

(6) BroadcastExchange
Input [2]: [demandProfile#809, demandChannels#810]
Arguments: HashedRelationBroadcastMode(List(input[0, string, false]),false), [plan_id=1258]

(7) BroadcastQueryStage
Output [2]: [demandProfile#809, demandChannels#810]
Arguments: 2

(8) Scan parquet 
Output [2]: [product#127, plant#128]
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#127, plant#128]

(10) Scan parquet 
Output [3]: [product#135, plant#136, demandprofile#138]
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#135, plant#136, demandprofile#138]

(12) Filter [codegen id : 2]
Input [3]: [product#135, plant#136, demandprofile#138]
Condition : isnotnull(demandProfile#138)

(13) BroadcastExchange
Input [3]: [product#135, plant#136, demandprofile#138]
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=1200]

(14) BroadcastQueryStage
Output [3]: [product#135, plant#136, demandprofile#138]
Arguments: 1

(15) BroadcastHashJoin [codegen id : 3]
Left keys [4]: [coalesce(plant#128, ), isnull(plant#128), coalesce(product#127, ), isnull(product#127)]
Right keys [4]: [coalesce(plant#136, ), isnull(plant#136), coalesce(product#135, ), isnull(product#135)]
Join type: Inner
Join condition: None

(16) Project [codegen id : 3]
Output [1]: [demandProfile#138]
Input [5]: [product#127, plant#128, product#135, plant#136, demandprofile#138]

(17) HashAggregate [codegen id : 3]
Input [1]: [demandProfile#138]
Keys [1]: [demandProfile#138]
Functions: []
Aggregate Attributes: []
Results [1]: [demandProfile#138]

(18) Exchange
Input [1]: [demandProfile#138]
Arguments: hashpartitioning(demandProfile#138, 37), ENSURE_REQUIREMENTS, [plan_id=1357]

(19) ShuffleQueryStage
Output [1]: [demandProfile#138]
Arguments: 3

(20) AQEShuffleRead
Input [1]: [demandProfile#138]
Arguments: coalesced

(21) HashAggregate
Input [1]: [demandProfile#138]
Keys [1]: [demandProfile#138]
Functions: []
Aggregate Attributes: []
Results [1]: [demandProfile#138]

(22) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [demandProfile#809]
Right keys [1]: [demandProfile#138]
Join type: Inner
Join condition: None

(23) Project [codegen id : 4]
Output [1]: [demandChannels#810]
Input [3]: [demandProfile#809, demandChannels#810, demandProfile#138]

(24) Generate [codegen id : 4]
Input [1]: [demandChannels#810]
Arguments: explode(demandChannels#810), false, [explodedDemandChannels#822]

(25) Project [codegen id : 4]
Output: []
Input [1]: [explodedDemandChannels#822]

(26) Exchange
Input [2]: [demandProfile#809, demandChannels#810]
Arguments: hashpartitioning(demandProfile#809, 37), ENSURE_REQUIREMENTS, [plan_id=1161]

(27) Sort
Input [2]: [demandProfile#809, demandChannels#810]
Arguments: [demandProfile#809 ASC NULLS FIRST], false, 0

(28) Scan parquet 
Output [2]: [product#127, plant#128]
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#135, plant#136, demandprofile#138]
Condition : isnotnull(demandProfile#138)

(30) BroadcastExchange
Input [3]: [product#135, plant#136, demandprofile#138]
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=1152]

(31) BroadcastHashJoin
Left keys [4]: [coalesce(plant#128, ), isnull(plant#128), coalesce(product#127, ), isnull(product#127)]
Right keys [4]: [coalesce(plant#136, ), isnull(plant#136), coalesce(product#135, ), isnull(product#135)]
Join type: Inner
Join condition: None

(32) Project
Output [1]: [demandProfile#138]
Input [5]: [product#127, plant#128, product#135, plant#136, demandprofile#138]

(33) HashAggregate
Input [1]: [demandProfile#138]
Keys [1]: [demandProfile#138]
Functions: []
Aggregate Attributes: []
Results [1]: [demandProfile#138]

(34) Exchange
Input [1]: [demandProfile#138]
Arguments: hashpartitioning(demandProfile#138, 37), ENSURE_REQUIREMENTS, [plan_id=1157]

(35) HashAggregate
Input [1]: [demandProfile#138]
Keys [1]: [demandProfile#138]
Functions: []
Aggregate Attributes: []
Results [1]: [demandProfile#138]

(36) Sort
Input [1]: [demandProfile#138]
Arguments: [demandProfile#138 ASC NULLS FIRST], false, 0

(37) SortMergeJoin
Left keys [1]: [demandProfile#809]
Right keys [1]: [demandProfile#138]
Join type: Inner
Join condition: None

(38) Project
Output [1]: [demandChannels#810]
Input [3]: [demandProfile#809, demandChannels#810, demandProfile#138]

(39) Generate
Input [1]: [demandChannels#810]
Arguments: explode(demandChannels#810), false, [explodedDemandChannels#822]

(40) Project
Output: []
Input [1]: [explodedDemandChannels#822]

(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