PlusAMP App Middleware - Details for Query 226841

Submitted Time: 2025/08/01 18:52:37
Duration: 0.2 s
Succeeded Jobs: 330579 330586

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: 9 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: 0 ms"; 12 [labelType="html" label=" Project "]; } 13 [labelType="html" label="Scan csv number of output rows: 0"]; 14 [labelType="html" label="BroadcastExchange time to broadcast: 48 ms time to build: 6 ms time to collect: 69 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#94017829, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]

Sort [fractile#94017829 ASC NULLS FIRST], true, 0

WholeStageCodegen (3)

Exchange rangepartitioning(fractile#94017829 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7515879]

Project [fractile#94017829, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]

BroadcastHashJoin [cap_description#94135062], [description#93880533], Inner, BuildRight, false

Project [fractile#94017829, cap#94017830 AS cap_description#94135062, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]

Filter ((isnotnull(fractile#94017829) AND NOT (fractile#94017829 = -1)) AND isnotnull(cap#94017830))

WholeStageCodegen (2)

InMemoryTableScan [##94017838, cap#94017830, fractile#94017829, growth#94017833, leverage#94017834, max_date#94017840, min_date#94017839, momentum#94017836, size#94017831, value#94017832, volatility#94017835, yield#94017837], [isnotnull(fractile#94017829), NOT (fractile#94017829 = -1), isnotnull(cap#94017830)]

Project [CASE WHEN ((fractile#94017781 = NA) OR (fractile#94017781 = null)) THEN null ELSE cast(fractile#94017781 as int) END AS fractile#94017829, CASE WHEN (cap#94017782 = null) THEN null ELSE cap#94017782 END AS cap#94017830, CASE WHEN ((size#94017783 = NA) OR (size#94017783 = null)) THEN null ELSE cast(size#94017783 as float) END AS size#94017831, CASE WHEN ((value#94017784 = NA) OR (value#94017784 = null)) THEN null ELSE cast(value#94017784 as float) END AS value#94017832, CASE WHEN ((growth#94017785 = NA) OR (growth#94017785 = null)) THEN null ELSE cast(growth#94017785 as float) END AS growth#94017833, CASE WHEN ((leverage#94017786 = NA) OR (leverage#94017786 = null)) THEN null ELSE cast(leverage#94017786 as float) END AS leverage#94017834, CASE WHEN ((volatility#94017787 = NA) OR (volatility#94017787 = null)) THEN null ELSE cast(volatility#94017787 as float) END AS volatility#94017835, CASE WHEN ((momentum#94017788 = NA) OR (momentum#94017788 = null)) THEN null ELSE cast(momentum#94017788 as float) END AS momentum#94017836, CASE WHEN ((yield#94017789 = NA) OR (yield#94017789 = null)) THEN null ELSE cast(yield#94017789 as float) END AS yield#94017837, CASE WHEN ((##94017790 = NA) OR (##94017790 = null)) THEN null ELSE cast(##94017790 as float) END AS ##94017838, CASE WHEN (min_date#94017791 = null) THEN null ELSE cast(min_date#94017791 as date) END AS min_date#94017839, CASE WHEN (max_date#94017792 = null) THEN null ELSE cast(max_date#94017792 as date) END AS max_date#94017840]

WholeStageCodegen (1)

FileScan csv [fractile#94017781,cap#94017782,size#94017783,value#94017784,growth#94017785,leverage#94017786,volatility#94017787,momentum#94017788,yield#94017789,##94017790,min_date#94017791,max_date#94017792] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/rankviews_history/rank..., 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=#7515874]

Project [description#93880533]

Filter ((isnotnull(cap#93880528) AND (cap#93880528 = 1)) AND isnotnull(description#93880533))

WholeStageCodegen (1)

InMemoryTableScan [cap#93880528, description#93880533], [isnotnull(cap#93880528), (cap#93880528 = 1), 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#94017829, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]
Arguments: [fractile#94017829, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]

(2) InMemoryRelation
Arguments: [fractile#94017829, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(3) Sort [fractile#94017829 ASC NULLS FIRST], true, 0
+- Exchange rangepartitioning(fractile#94017829 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7515879]
   +- *(2) Project [fractile#94017829, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]
      +- *(2) BroadcastHashJoin [cap_description#94135062], [description#93880533], Inner, BuildRight, false
         :- *(2) Project [fractile#94017829, cap#94017830 AS cap_description#94135062, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]
         :  +- *(2) Filter ((isnotnull(fractile#94017829) AND NOT (fractile#94017829 = -1)) AND isnotnull(cap#94017830))
         :     +- InMemoryTableScan [##94017838, cap#94017830, fractile#94017829, growth#94017833, leverage#94017834, max_date#94017840, min_date#94017839, momentum#94017836, size#94017831, value#94017832, volatility#94017835, yield#94017837], [isnotnull(fractile#94017829), NOT (fractile#94017829 = -1), isnotnull(cap#94017830)]
         :           +- InMemoryRelation [fractile#94017829, cap#94017830, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840], StorageLevel(disk, memory, deserialized, 1 replicas)
         :                 +- *(1) Project [CASE WHEN ((fractile#94017781 = NA) OR (fractile#94017781 = null)) THEN null ELSE cast(fractile#94017781 as int) END AS fractile#94017829, CASE WHEN (cap#94017782 = null) THEN null ELSE cap#94017782 END AS cap#94017830, CASE WHEN ((size#94017783 = NA) OR (size#94017783 = null)) THEN null ELSE cast(size#94017783 as float) END AS size#94017831, CASE WHEN ((value#94017784 = NA) OR (value#94017784 = null)) THEN null ELSE cast(value#94017784 as float) END AS value#94017832, CASE WHEN ((growth#94017785 = NA) OR (growth#94017785 = null)) THEN null ELSE cast(growth#94017785 as float) END AS growth#94017833, CASE WHEN ((leverage#94017786 = NA) OR (leverage#94017786 = null)) THEN null ELSE cast(leverage#94017786 as float) END AS leverage#94017834, CASE WHEN ((volatility#94017787 = NA) OR (volatility#94017787 = null)) THEN null ELSE cast(volatility#94017787 as float) END AS volatility#94017835, CASE WHEN ((momentum#94017788 = NA) OR (momentum#94017788 = null)) THEN null ELSE cast(momentum#94017788 as float) END AS momentum#94017836, CASE WHEN ((yield#94017789 = NA) OR (yield#94017789 = null)) THEN null ELSE cast(yield#94017789 as float) END AS yield#94017837, CASE WHEN ((##94017790 = NA) OR (##94017790 = null)) THEN null ELSE cast(##94017790 as float) END AS ##94017838, CASE WHEN (min_date#94017791 = null) THEN null ELSE cast(min_date#94017791 as date) END AS min_date#94017839, CASE WHEN (max_date#94017792 = null) THEN null ELSE cast(max_date#94017792 as date) END AS max_date#94017840]
         :                    +- FileScan csv [fractile#94017781,cap#94017782,size#94017783,value#94017784,growth#94017785,leverage#94017786,volatility#94017787,momentum#94017788,yield#94017789,##94017790,min_date#94017791,max_date#94017792] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/rankviews_history/rank..., 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=#7515874]
            +- *(1) Project [description#93880533]
               +- *(1) Filter ((isnotnull(cap#93880528) AND (cap#93880528 = 1)) AND isnotnull(description#93880533))
                  +- InMemoryTableScan [cap#93880528, description#93880533], [isnotnull(cap#93880528), (cap#93880528 = 1), 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#94017829 ASC NULLS FIRST]

(3) InMemoryTableScan
Output [12]: [##94017838, cap#94017830, fractile#94017829, growth#94017833, leverage#94017834, max_date#94017840, min_date#94017839, momentum#94017836, size#94017831, value#94017832, volatility#94017835, yield#94017837]
Arguments: [##94017838, cap#94017830, fractile#94017829, growth#94017833, leverage#94017834, max_date#94017840, min_date#94017839, momentum#94017836, size#94017831, value#94017832, volatility#94017835, yield#94017837], [isnotnull(fractile#94017829), NOT (fractile#94017829 = -1), isnotnull(cap#94017830)]

(4) InMemoryRelation
Arguments: [fractile#94017829, cap#94017830, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((fractile#94017781 = NA) OR (fractile#94017781 = null)) THEN null ELSE cast(fractile#94017781 as int) END AS fractile#94017829, CASE WHEN (cap#94017782 = null) THEN null ELSE cap#94017782 END AS cap#94017830, CASE WHEN ((size#94017783 = NA) OR (size#94017783 = null)) THEN null ELSE cast(size#94017783 as float) END AS size#94017831, CASE WHEN ((value#94017784 = NA) OR (value#94017784 = null)) THEN null ELSE cast(value#94017784 as float) END AS value#94017832, CASE WHEN ((growth#94017785 = NA) OR (growth#94017785 = null)) THEN null ELSE cast(growth#94017785 as float) END AS growth#94017833, CASE WHEN ((leverage#94017786 = NA) OR (leverage#94017786 = null)) THEN null ELSE cast(leverage#94017786 as float) END AS leverage#94017834, CASE WHEN ((volatility#94017787 = NA) OR (volatility#94017787 = null)) THEN null ELSE cast(volatility#94017787 as float) END AS volatility#94017835, CASE WHEN ((momentum#94017788 = NA) OR (momentum#94017788 = null)) THEN null ELSE cast(momentum#94017788 as float) END AS momentum#94017836, CASE WHEN ((yield#94017789 = NA) OR (yield#94017789 = null)) THEN null ELSE cast(yield#94017789 as float) END AS yield#94017837, CASE WHEN ((##94017790 = NA) OR (##94017790 = null)) THEN null ELSE cast(##94017790 as float) END AS ##94017838, CASE WHEN (min_date#94017791 = null) THEN null ELSE cast(min_date#94017791 as date) END AS min_date#94017839, CASE WHEN (max_date#94017792 = null) THEN null ELSE cast(max_date#94017792 as date) END AS max_date#94017840]
+- FileScan csv [fractile#94017781,cap#94017782,size#94017783,value#94017784,growth#94017785,leverage#94017786,volatility#94017787,momentum#94017788,yield#94017789,##94017790,min_date#94017791,max_date#94017792] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/rankviews_history/rank..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<fractile:string,cap:string,size:string,value:string,growth:string,leverage:string,volatili...
,None)

(5) Scan csv 
Output [12]: [fractile#94017781, cap#94017782, size#94017783, value#94017784, growth#94017785, leverage#94017786, volatility#94017787, momentum#94017788, yield#94017789, ##94017790, min_date#94017791, max_date#94017792]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/rankviews_history/rankviews/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#94017781 = NA) OR (fractile#94017781 = null)) THEN null ELSE cast(fractile#94017781 as int) END AS fractile#94017829, CASE WHEN (cap#94017782 = null) THEN null ELSE cap#94017782 END AS cap#94017830, CASE WHEN ((size#94017783 = NA) OR (size#94017783 = null)) THEN null ELSE cast(size#94017783 as float) END AS size#94017831, CASE WHEN ((value#94017784 = NA) OR (value#94017784 = null)) THEN null ELSE cast(value#94017784 as float) END AS value#94017832, CASE WHEN ((growth#94017785 = NA) OR (growth#94017785 = null)) THEN null ELSE cast(growth#94017785 as float) END AS growth#94017833, CASE WHEN ((leverage#94017786 = NA) OR (leverage#94017786 = null)) THEN null ELSE cast(leverage#94017786 as float) END AS leverage#94017834, CASE WHEN ((volatility#94017787 = NA) OR (volatility#94017787 = null)) THEN null ELSE cast(volatility#94017787 as float) END AS volatility#94017835, CASE WHEN ((momentum#94017788 = NA) OR (momentum#94017788 = null)) THEN null ELSE cast(momentum#94017788 as float) END AS momentum#94017836, CASE WHEN ((yield#94017789 = NA) OR (yield#94017789 = null)) THEN null ELSE cast(yield#94017789 as float) END AS yield#94017837, CASE WHEN ((##94017790 = NA) OR (##94017790 = null)) THEN null ELSE cast(##94017790 as float) END AS ##94017838, CASE WHEN (min_date#94017791 = null) THEN null ELSE cast(min_date#94017791 as date) END AS min_date#94017839, CASE WHEN (max_date#94017792 = null) THEN null ELSE cast(max_date#94017792 as date) END AS max_date#94017840]
Input [12]: [fractile#94017781, cap#94017782, size#94017783, value#94017784, growth#94017785, leverage#94017786, volatility#94017787, momentum#94017788, yield#94017789, ##94017790, min_date#94017791, max_date#94017792]

(7) Filter [codegen id : 2]
Input [12]: [##94017838, cap#94017830, fractile#94017829, growth#94017833, leverage#94017834, max_date#94017840, min_date#94017839, momentum#94017836, size#94017831, value#94017832, volatility#94017835, yield#94017837]
Condition : ((isnotnull(fractile#94017829) AND NOT (fractile#94017829 = -1)) AND isnotnull(cap#94017830))

(8) Project [codegen id : 2]
Output [12]: [fractile#94017829, cap#94017830 AS cap_description#94135062, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]
Input [12]: [##94017838, cap#94017830, fractile#94017829, growth#94017833, leverage#94017834, max_date#94017840, min_date#94017839, momentum#94017836, size#94017831, value#94017832, volatility#94017835, yield#94017837]

(9) InMemoryTableScan
Output [2]: [cap#93880528, description#93880533]
Arguments: [cap#93880528, description#93880533], [isnotnull(cap#93880528), (cap#93880528 = 1), 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 = 1)) 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=#7515874]

(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [cap_description#94135062]
Right keys [1]: [description#93880533]
Join condition: None

(17) Project [codegen id : 2]
Output [11]: [fractile#94017829, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]
Input [13]: [fractile#94017829, cap_description#94135062, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840, description#93880533]

(18) Exchange
Input [11]: [fractile#94017829, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]
Arguments: rangepartitioning(fractile#94017829 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7515879]

(19) Sort [codegen id : 3]
Input [11]: [fractile#94017829, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]
Arguments: [fractile#94017829 ASC NULLS FIRST], true, 0

(20) CollectLimit
Input [11]: [fractile#94017829, size#94017831, value#94017832, growth#94017833, leverage#94017834, volatility#94017835, momentum#94017836, yield#94017837, ##94017838, min_date#94017839, max_date#94017840]
Arguments: 1000000