PlusAMP App Middleware - Details for Query 226829

Submitted Time: 2025/08/01 16:00:48
Duration: 0.1 s
Succeeded Jobs: 330566 330567

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

digraph G { 0 [labelType="html" label=" CollectLimit "]; 1 [labelType="html" label=" InMemoryTableScan "]; subgraph cluster2 { isCluster="true"; label="WholeStageCodegen (3)"; 3 [labelType="html" label=" Sort "]; } 4 [labelType="html" label="Exchange number of partitions: 10"]; subgraph cluster5 { isCluster="true"; label="WholeStageCodegen (2)\n \nduration: 2 ms"; 6 [labelType="html" label=" Project "]; 7 [labelType="html" label="BroadcastHashJoin number of output rows: 10"]; 8 [labelType="html" label=" Project "]; 9 [labelType="html" label="Filter number of output rows: 40"]; } 10 [labelType="html" label="InMemoryTableScan number of output rows: 44"]; subgraph cluster11 { isCluster="true"; label="WholeStageCodegen (1)\n \nduration: 16 ms"; 12 [labelType="html" label=" Project "]; } 13 [labelType="html" label="Scan csv number of output rows: 44 number of files read: 1 metadata time: 0 ms size of files read: 8.0 KiB"]; 14 [labelType="html" label="BroadcastExchange time to broadcast: 2 ms time to build: 5 ms time to collect: 44 ms number of output rows: 1 data size: 32.0 MiB"]; subgraph cluster15 { isCluster="true"; label="WholeStageCodegen (1)\n \nduration: 0 ms"; 16 [labelType="html" label=" Project "]; 17 [labelType="html" label="Filter number of output rows: 1"]; } 18 [labelType="html" label="InMemoryTableScan number of output rows: 4"]; subgraph cluster19 { isCluster="true"; label="WholeStageCodegen (1)\n \nduration: 0 ms"; 20 [labelType="html" label=" Project "]; } 21 [labelType="html" label="Scan csv number of output rows: 0"]; 1->0; 3->1; 4->3; 6->4; 7->6; 8->7; 9->8; 10->9; 12->10; 13->12; 14->7; 16->14; 17->16; 18->17; 20->18; 21->20; }

CollectLimit 1000000

InMemoryTableScan [fractile#94132593, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]

Sort [fractile#94132593 ASC NULLS FIRST], true, 0

WholeStageCodegen (3)

Exchange rangepartitioning(fractile#94132593 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7515708]

Project [fractile#94132593, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]

BroadcastHashJoin [cap_description#94132617], [description#93880533], Inner, BuildRight, false

Project [fractile#94132593, cap#94132594 AS cap_description#94132617, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]

Filter ((isnotnull(fractile#94132593) AND NOT (fractile#94132593 = -1)) AND isnotnull(cap#94132594))

WholeStageCodegen (2)

InMemoryTableScan [##94132602, cap#94132594, fractile#94132593, growth#94132597, leverage#94132598, max_date#94132604, min_date#94132603, momentum#94132600, size#94132595, value#94132596, volatility#94132599, yield#94132601], [isnotnull(fractile#94132593), NOT (fractile#94132593 = -1), isnotnull(cap#94132594)]

Project [CASE WHEN ((fractile#94132545 = NA) OR (fractile#94132545 = null)) THEN null ELSE cast(fractile#94132545 as int) END AS fractile#94132593, CASE WHEN (cap#94132546 = null) THEN null ELSE cap#94132546 END AS cap#94132594, CASE WHEN ((size#94132547 = NA) OR (size#94132547 = null)) THEN null ELSE cast(size#94132547 as float) END AS size#94132595, CASE WHEN ((value#94132548 = NA) OR (value#94132548 = null)) THEN null ELSE cast(value#94132548 as float) END AS value#94132596, CASE WHEN ((growth#94132549 = NA) OR (growth#94132549 = null)) THEN null ELSE cast(growth#94132549 as float) END AS growth#94132597, CASE WHEN ((leverage#94132550 = NA) OR (leverage#94132550 = null)) THEN null ELSE cast(leverage#94132550 as float) END AS leverage#94132598, CASE WHEN ((volatility#94132551 = NA) OR (volatility#94132551 = null)) THEN null ELSE cast(volatility#94132551 as float) END AS volatility#94132599, CASE WHEN ((momentum#94132552 = NA) OR (momentum#94132552 = null)) THEN null ELSE cast(momentum#94132552 as float) END AS momentum#94132600, CASE WHEN ((yield#94132553 = NA) OR (yield#94132553 = null)) THEN null ELSE cast(yield#94132553 as float) END AS yield#94132601, CASE WHEN ((##94132554 = NA) OR (##94132554 = null)) THEN null ELSE cast(##94132554 as float) END AS ##94132602, CASE WHEN (min_date#94132555 = null) THEN null ELSE cast(min_date#94132555 as date) END AS min_date#94132603, CASE WHEN (max_date#94132556 = null) THEN null ELSE cast(max_date#94132556 as date) END AS max_date#94132604]

WholeStageCodegen (1)

FileScan csv [fractile#94132545,cap#94132546,size#94132547,value#94132548,growth#94132549,leverage#94132550,volatility#94132551,momentum#94132552,yield#94132553,##94132554,min_date#94132555,max_date#94132556] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/transcripts/transcript..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<fractile:string,cap:string,size:string,value:string,growth:string,leverage:string,volatili...

BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, true]),false), [id=#7515703]

Project [description#93880533]

Filter ((isnotnull(cap#93880528) AND (cap#93880528 = 0)) AND isnotnull(description#93880533))

WholeStageCodegen (1)

InMemoryTableScan [cap#93880528, description#93880533], [isnotnull(cap#93880528), (cap#93880528 = 0), isnotnull(description#93880533)]

Project [CASE WHEN ((cap#93880496 = NA) OR (cap#93880496 = null)) THEN null ELSE cast(cap#93880496 as int) END AS cap#93880528, CASE WHEN (sort#93880498 = null) THEN null ELSE sort#93880498 END AS sort#93880531, CASE WHEN (description#93880500 = null) THEN null ELSE description#93880500 END AS description#93880533, CASE WHEN ((universe#93880502 = NA) OR (universe#93880502 = null)) THEN null ELSE cast(universe#93880502 as int) END AS universe#93880535]

WholeStageCodegen (1)

FileScan csv [cap#93880496,sort#93880498,description#93880500,universe#93880502] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/curate/curate_cap.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,sort:string,description:string,universe:string>

Details

== Physical Plan ==
CollectLimit (20)
+- InMemoryTableScan (1)
      +- InMemoryRelation (2)
            +- * Sort (19)
               +- Exchange (18)
                  +- * Project (17)
                     +- * BroadcastHashJoin Inner BuildRight (16)
                        :- * Project (8)
                        :  +- * Filter (7)
                        :     +- InMemoryTableScan (3)
                        :           +- InMemoryRelation (4)
                        :                 +- * Project (6)
                        :                    +- Scan csv  (5)
                        +- BroadcastExchange (15)
                           +- * Project (14)
                              +- * Filter (13)
                                 +- InMemoryTableScan (9)
                                       +- InMemoryRelation (10)
                                             +- * Project (12)
                                                +- Scan csv  (11)


(1) InMemoryTableScan
Output [11]: [fractile#94132593, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]
Arguments: [fractile#94132593, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]

(2) InMemoryRelation
Arguments: [fractile#94132593, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(3) Sort [fractile#94132593 ASC NULLS FIRST], true, 0
+- Exchange rangepartitioning(fractile#94132593 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7515708]
   +- *(2) Project [fractile#94132593, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]
      +- *(2) BroadcastHashJoin [cap_description#94132617], [description#93880533], Inner, BuildRight, false
         :- *(2) Project [fractile#94132593, cap#94132594 AS cap_description#94132617, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]
         :  +- *(2) Filter ((isnotnull(fractile#94132593) AND NOT (fractile#94132593 = -1)) AND isnotnull(cap#94132594))
         :     +- InMemoryTableScan [##94132602, cap#94132594, fractile#94132593, growth#94132597, leverage#94132598, max_date#94132604, min_date#94132603, momentum#94132600, size#94132595, value#94132596, volatility#94132599, yield#94132601], [isnotnull(fractile#94132593), NOT (fractile#94132593 = -1), isnotnull(cap#94132594)]
         :           +- InMemoryRelation [fractile#94132593, cap#94132594, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604], StorageLevel(disk, memory, deserialized, 1 replicas)
         :                 +- *(1) Project [CASE WHEN ((fractile#94132545 = NA) OR (fractile#94132545 = null)) THEN null ELSE cast(fractile#94132545 as int) END AS fractile#94132593, CASE WHEN (cap#94132546 = null) THEN null ELSE cap#94132546 END AS cap#94132594, CASE WHEN ((size#94132547 = NA) OR (size#94132547 = null)) THEN null ELSE cast(size#94132547 as float) END AS size#94132595, CASE WHEN ((value#94132548 = NA) OR (value#94132548 = null)) THEN null ELSE cast(value#94132548 as float) END AS value#94132596, CASE WHEN ((growth#94132549 = NA) OR (growth#94132549 = null)) THEN null ELSE cast(growth#94132549 as float) END AS growth#94132597, CASE WHEN ((leverage#94132550 = NA) OR (leverage#94132550 = null)) THEN null ELSE cast(leverage#94132550 as float) END AS leverage#94132598, CASE WHEN ((volatility#94132551 = NA) OR (volatility#94132551 = null)) THEN null ELSE cast(volatility#94132551 as float) END AS volatility#94132599, CASE WHEN ((momentum#94132552 = NA) OR (momentum#94132552 = null)) THEN null ELSE cast(momentum#94132552 as float) END AS momentum#94132600, CASE WHEN ((yield#94132553 = NA) OR (yield#94132553 = null)) THEN null ELSE cast(yield#94132553 as float) END AS yield#94132601, CASE WHEN ((##94132554 = NA) OR (##94132554 = null)) THEN null ELSE cast(##94132554 as float) END AS ##94132602, CASE WHEN (min_date#94132555 = null) THEN null ELSE cast(min_date#94132555 as date) END AS min_date#94132603, CASE WHEN (max_date#94132556 = null) THEN null ELSE cast(max_date#94132556 as date) END AS max_date#94132604]
         :                    +- FileScan csv [fractile#94132545,cap#94132546,size#94132547,value#94132548,growth#94132549,leverage#94132550,volatility#94132551,momentum#94132552,yield#94132553,##94132554,min_date#94132555,max_date#94132556] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/transcripts/transcript..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<fractile:string,cap:string,size:string,value:string,growth:string,leverage:string,volatili...
         +- BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, true]),false), [id=#7515703]
            +- *(1) Project [description#93880533]
               +- *(1) Filter ((isnotnull(cap#93880528) AND (cap#93880528 = 0)) AND isnotnull(description#93880533))
                  +- InMemoryTableScan [cap#93880528, description#93880533], [isnotnull(cap#93880528), (cap#93880528 = 0), isnotnull(description#93880533)]
                        +- InMemoryRelation [cap#93880528, sort#93880531, description#93880533, universe#93880535], StorageLevel(disk, memory, deserialized, 1 replicas)
                              +- *(1) Project [CASE WHEN ((cap#93880496 = NA) OR (cap#93880496 = null)) THEN null ELSE cast(cap#93880496 as int) END AS cap#93880528, CASE WHEN (sort#93880498 = null) THEN null ELSE sort#93880498 END AS sort#93880531, CASE WHEN (description#93880500 = null) THEN null ELSE description#93880500 END AS description#93880533, CASE WHEN ((universe#93880502 = NA) OR (universe#93880502 = null)) THEN null ELSE cast(universe#93880502 as int) END AS universe#93880535]
                                 +- FileScan csv [cap#93880496,sort#93880498,description#93880500,universe#93880502] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/curate/curate_cap.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,sort:string,description:string,universe:string>
,None), [fractile#94132593 ASC NULLS FIRST]

(3) InMemoryTableScan
Output [12]: [##94132602, cap#94132594, fractile#94132593, growth#94132597, leverage#94132598, max_date#94132604, min_date#94132603, momentum#94132600, size#94132595, value#94132596, volatility#94132599, yield#94132601]
Arguments: [##94132602, cap#94132594, fractile#94132593, growth#94132597, leverage#94132598, max_date#94132604, min_date#94132603, momentum#94132600, size#94132595, value#94132596, volatility#94132599, yield#94132601], [isnotnull(fractile#94132593), NOT (fractile#94132593 = -1), isnotnull(cap#94132594)]

(4) InMemoryRelation
Arguments: [fractile#94132593, cap#94132594, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((fractile#94132545 = NA) OR (fractile#94132545 = null)) THEN null ELSE cast(fractile#94132545 as int) END AS fractile#94132593, CASE WHEN (cap#94132546 = null) THEN null ELSE cap#94132546 END AS cap#94132594, CASE WHEN ((size#94132547 = NA) OR (size#94132547 = null)) THEN null ELSE cast(size#94132547 as float) END AS size#94132595, CASE WHEN ((value#94132548 = NA) OR (value#94132548 = null)) THEN null ELSE cast(value#94132548 as float) END AS value#94132596, CASE WHEN ((growth#94132549 = NA) OR (growth#94132549 = null)) THEN null ELSE cast(growth#94132549 as float) END AS growth#94132597, CASE WHEN ((leverage#94132550 = NA) OR (leverage#94132550 = null)) THEN null ELSE cast(leverage#94132550 as float) END AS leverage#94132598, CASE WHEN ((volatility#94132551 = NA) OR (volatility#94132551 = null)) THEN null ELSE cast(volatility#94132551 as float) END AS volatility#94132599, CASE WHEN ((momentum#94132552 = NA) OR (momentum#94132552 = null)) THEN null ELSE cast(momentum#94132552 as float) END AS momentum#94132600, CASE WHEN ((yield#94132553 = NA) OR (yield#94132553 = null)) THEN null ELSE cast(yield#94132553 as float) END AS yield#94132601, CASE WHEN ((##94132554 = NA) OR (##94132554 = null)) THEN null ELSE cast(##94132554 as float) END AS ##94132602, CASE WHEN (min_date#94132555 = null) THEN null ELSE cast(min_date#94132555 as date) END AS min_date#94132603, CASE WHEN (max_date#94132556 = null) THEN null ELSE cast(max_date#94132556 as date) END AS max_date#94132604]
+- FileScan csv [fractile#94132545,cap#94132546,size#94132547,value#94132548,growth#94132549,leverage#94132550,volatility#94132551,momentum#94132552,yield#94132553,##94132554,min_date#94132555,max_date#94132556] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/transcripts/transcript..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<fractile:string,cap:string,size:string,value:string,growth:string,leverage:string,volatili...
,None)

(5) Scan csv 
Output [12]: [fractile#94132545, cap#94132546, size#94132547, value#94132548, growth#94132549, leverage#94132550, volatility#94132551, momentum#94132552, yield#94132553, ##94132554, min_date#94132555, max_date#94132556]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/transcripts/transcript_model_residualized/REPORT_exposures.csv]
ReadSchema: struct<fractile:string,cap:string,size:string,value:string,growth:string,leverage:string,volatility:string,momentum:string,yield:string,#:string,min_date:string,max_date:string>

(6) Project [codegen id : 1]
Output [12]: [CASE WHEN ((fractile#94132545 = NA) OR (fractile#94132545 = null)) THEN null ELSE cast(fractile#94132545 as int) END AS fractile#94132593, CASE WHEN (cap#94132546 = null) THEN null ELSE cap#94132546 END AS cap#94132594, CASE WHEN ((size#94132547 = NA) OR (size#94132547 = null)) THEN null ELSE cast(size#94132547 as float) END AS size#94132595, CASE WHEN ((value#94132548 = NA) OR (value#94132548 = null)) THEN null ELSE cast(value#94132548 as float) END AS value#94132596, CASE WHEN ((growth#94132549 = NA) OR (growth#94132549 = null)) THEN null ELSE cast(growth#94132549 as float) END AS growth#94132597, CASE WHEN ((leverage#94132550 = NA) OR (leverage#94132550 = null)) THEN null ELSE cast(leverage#94132550 as float) END AS leverage#94132598, CASE WHEN ((volatility#94132551 = NA) OR (volatility#94132551 = null)) THEN null ELSE cast(volatility#94132551 as float) END AS volatility#94132599, CASE WHEN ((momentum#94132552 = NA) OR (momentum#94132552 = null)) THEN null ELSE cast(momentum#94132552 as float) END AS momentum#94132600, CASE WHEN ((yield#94132553 = NA) OR (yield#94132553 = null)) THEN null ELSE cast(yield#94132553 as float) END AS yield#94132601, CASE WHEN ((##94132554 = NA) OR (##94132554 = null)) THEN null ELSE cast(##94132554 as float) END AS ##94132602, CASE WHEN (min_date#94132555 = null) THEN null ELSE cast(min_date#94132555 as date) END AS min_date#94132603, CASE WHEN (max_date#94132556 = null) THEN null ELSE cast(max_date#94132556 as date) END AS max_date#94132604]
Input [12]: [fractile#94132545, cap#94132546, size#94132547, value#94132548, growth#94132549, leverage#94132550, volatility#94132551, momentum#94132552, yield#94132553, ##94132554, min_date#94132555, max_date#94132556]

(7) Filter [codegen id : 2]
Input [12]: [##94132602, cap#94132594, fractile#94132593, growth#94132597, leverage#94132598, max_date#94132604, min_date#94132603, momentum#94132600, size#94132595, value#94132596, volatility#94132599, yield#94132601]
Condition : ((isnotnull(fractile#94132593) AND NOT (fractile#94132593 = -1)) AND isnotnull(cap#94132594))

(8) Project [codegen id : 2]
Output [12]: [fractile#94132593, cap#94132594 AS cap_description#94132617, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]
Input [12]: [##94132602, cap#94132594, fractile#94132593, growth#94132597, leverage#94132598, max_date#94132604, min_date#94132603, momentum#94132600, size#94132595, value#94132596, volatility#94132599, yield#94132601]

(9) InMemoryTableScan
Output [2]: [cap#93880528, description#93880533]
Arguments: [cap#93880528, description#93880533], [isnotnull(cap#93880528), (cap#93880528 = 0), isnotnull(description#93880533)]

(10) InMemoryRelation
Arguments: [cap#93880528, sort#93880531, description#93880533, universe#93880535], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#93880496 = NA) OR (cap#93880496 = null)) THEN null ELSE cast(cap#93880496 as int) END AS cap#93880528, CASE WHEN (sort#93880498 = null) THEN null ELSE sort#93880498 END AS sort#93880531, CASE WHEN (description#93880500 = null) THEN null ELSE description#93880500 END AS description#93880533, CASE WHEN ((universe#93880502 = NA) OR (universe#93880502 = null)) THEN null ELSE cast(universe#93880502 as int) END AS universe#93880535]
+- FileScan csv [cap#93880496,sort#93880498,description#93880500,universe#93880502] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/curate/curate_cap.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,sort:string,description:string,universe:string>
,None)

(11) Scan csv 
Output [4]: [cap#93880496, sort#93880498, description#93880500, universe#93880502]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/curate/curate_cap.csv]
ReadSchema: struct<cap:string,sort:string,description:string,universe:string>

(12) Project [codegen id : 1]
Output [4]: [CASE WHEN ((cap#93880496 = NA) OR (cap#93880496 = null)) THEN null ELSE cast(cap#93880496 as int) END AS cap#93880528, CASE WHEN (sort#93880498 = null) THEN null ELSE sort#93880498 END AS sort#93880531, CASE WHEN (description#93880500 = null) THEN null ELSE description#93880500 END AS description#93880533, CASE WHEN ((universe#93880502 = NA) OR (universe#93880502 = null)) THEN null ELSE cast(universe#93880502 as int) END AS universe#93880535]
Input [4]: [cap#93880496, sort#93880498, description#93880500, universe#93880502]

(13) Filter [codegen id : 1]
Input [2]: [cap#93880528, description#93880533]
Condition : ((isnotnull(cap#93880528) AND (cap#93880528 = 0)) AND isnotnull(description#93880533))

(14) Project [codegen id : 1]
Output [1]: [description#93880533]
Input [2]: [cap#93880528, description#93880533]

(15) BroadcastExchange
Input [1]: [description#93880533]
Arguments: HashedRelationBroadcastMode(List(input[0, string, true]),false), [id=#7515703]

(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [cap_description#94132617]
Right keys [1]: [description#93880533]
Join condition: None

(17) Project [codegen id : 2]
Output [11]: [fractile#94132593, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]
Input [13]: [fractile#94132593, cap_description#94132617, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604, description#93880533]

(18) Exchange
Input [11]: [fractile#94132593, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]
Arguments: rangepartitioning(fractile#94132593 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7515708]

(19) Sort [codegen id : 3]
Input [11]: [fractile#94132593, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]
Arguments: [fractile#94132593 ASC NULLS FIRST], true, 0

(20) CollectLimit
Input [11]: [fractile#94132593, size#94132595, value#94132596, growth#94132597, leverage#94132598, volatility#94132599, momentum#94132600, yield#94132601, ##94132602, min_date#94132603, max_date#94132604]
Arguments: 1000000