== Physical Plan ==
CollectLimit (16)
+- InMemoryTableScan (1)
+- InMemoryRelation (2)
+- * Project (15)
+- * BroadcastHashJoin Inner BuildRight (14)
:- * Filter (7)
: +- InMemoryTableScan (3)
: +- InMemoryRelation (4)
: +- * Project (6)
: +- Scan csv (5)
+- BroadcastExchange (13)
+- * Filter (12)
+- InMemoryTableScan (8)
+- InMemoryRelation (9)
+- * Project (11)
+- Scan csv (10)
(1) InMemoryTableScan
Output [11]: [Category#94152530, Label#94152531, annual_ret#94334618, Sharpe_ret#94334664, PctPos_ret#94334665, annual_resret#94334668, Sharpe_resret#94334692, PctPos_resret#94334715, annual_retnet#94334851, Sharpe_retnet#94334877, PctPos_retnet#94334880]
Arguments: [Category#94152530, Label#94152531, annual_ret#94334618, Sharpe_ret#94334664, PctPos_ret#94334665, annual_resret#94334668, Sharpe_resret#94334692, PctPos_resret#94334715, annual_retnet#94334851, Sharpe_retnet#94334877, PctPos_retnet#94334880]
(2) InMemoryRelation
Arguments: [Category#94152530, Label#94152531, annual_ret#94334618, Sharpe_ret#94334664, PctPos_ret#94334665, annual_resret#94334668, Sharpe_resret#94334692, PctPos_resret#94334715, annual_retnet#94334851, Sharpe_retnet#94334877, PctPos_retnet#94334880], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(2) Project [Category#94152530, Label#94152531, annual_ret#94334618, Sharpe_ret#94334664, PctPos_ret#94334665, annual_resret#94334668, Sharpe_resret#94334692, PctPos_resret#94334715, annual_retnet#94334851, Sharpe_retnet#94334877, PctPos_retnet#94334880]
+- *(2) BroadcastHashJoin [group#94334616], [group#94152529], Inner, BuildRight, false
:- *(2) Filter isnotnull(group#94334616)
: +- InMemoryTableScan [group#94334616, annual_ret#94334618, Sharpe_ret#94334664, PctPos_ret#94334665, annual_resret#94334668, Sharpe_resret#94334692, PctPos_resret#94334715, annual_retnet#94334851, Sharpe_retnet#94334877, PctPos_retnet#94334880], [isnotnull(group#94334616)]
: +- InMemoryRelation [group#94334616, annual_bmret#94334617, annual_ret#94334618, std_ret#94334641, Sharpe_ret#94334664, PctPos_ret#94334665, TR_ret#94334666, IR_ret#94334667, annual_resret#94334668, std_resret#94334691, Sharpe_resret#94334692, PctPos_resret#94334715, TR_resret#94334716, IR_resret#94334828, annual_retnet#94334851, std_retnet#94334853, Sharpe_retnet#94334877, PctPos_retnet#94334880, TR_retnet#94334883, IR_retnet#94334888, retIC#94334890, resretIC#94334893, turnover#94334896], StorageLevel(disk, memory, deserialized, 1 replicas)
: +- *(1) Project [CASE WHEN (group#94334523 = null) THEN null ELSE group#94334523 END AS group#94334616, CASE WHEN ((annual_bmret#94334524 = NA) OR (annual_bmret#94334524 = null)) THEN null ELSE cast(annual_bmret#94334524 as float) END AS annual_bmret#94334617, CASE WHEN (annual_ret#94334525 = null) THEN null ELSE annual_ret#94334525 END AS annual_ret#94334618, CASE WHEN ((std_ret#94334526 = NA) OR (std_ret#94334526 = null)) THEN null ELSE cast(std_ret#94334526 as float) END AS std_ret#94334641, CASE WHEN ((Sharpe_ret#94334527 = NA) OR (Sharpe_ret#94334527 = null)) THEN null ELSE cast(Sharpe_ret#94334527 as float) END AS Sharpe_ret#94334664, CASE WHEN ((PctPos_ret#94334528 = NA) OR (PctPos_ret#94334528 = null)) THEN null ELSE cast(PctPos_ret#94334528 as float) END AS PctPos_ret#94334665, CASE WHEN ((TR_ret#94334529 = NA) OR (TR_ret#94334529 = null)) THEN null ELSE cast(TR_ret#94334529 as float) END AS TR_ret#94334666, CASE WHEN ((IR_ret#94334530 = NA) OR (IR_ret#94334530 = null)) THEN null ELSE cast(IR_ret#94334530 as float) END AS IR_ret#94334667, CASE WHEN ((annual_resret#94334531 = NA) OR (annual_resret#94334531 = null)) THEN null ELSE cast(annual_resret#94334531 as float) END AS annual_resret#94334668, CASE WHEN ((std_resret#94334532 = NA) OR (std_resret#94334532 = null)) THEN null ELSE cast(std_resret#94334532 as float) END AS std_resret#94334691, CASE WHEN ((Sharpe_resret#94334533 = NA) OR (Sharpe_resret#94334533 = null)) THEN null ELSE cast(Sharpe_resret#94334533 as float) END AS Sharpe_resret#94334692, CASE WHEN ((PctPos_resret#94334534 = NA) OR (PctPos_resret#94334534 = null)) THEN null ELSE cast(PctPos_resret#94334534 as float) END AS PctPos_resret#94334715, CASE WHEN ((TR_resret#94334535 = NA) OR (TR_resret#94334535 = null)) THEN null ELSE cast(TR_resret#94334535 as float) END AS TR_resret#94334716, CASE WHEN ((IR_resret#94334536 = NA) OR (IR_resret#94334536 = null)) THEN null ELSE cast(IR_resret#94334536 as float) END AS IR_resret#94334828, CASE WHEN (annual_retnet#94334537 = null) THEN null ELSE annual_retnet#94334537 END AS annual_retnet#94334851, CASE WHEN ((std_retnet#94334538 = NA) OR (std_retnet#94334538 = null)) THEN null ELSE cast(std_retnet#94334538 as float) END AS std_retnet#94334853, CASE WHEN ((Sharpe_retnet#94334539 = NA) OR (Sharpe_retnet#94334539 = null)) THEN null ELSE cast(Sharpe_retnet#94334539 as float) END AS Sharpe_retnet#94334877, CASE WHEN ((PctPos_retnet#94334540 = NA) OR (PctPos_retnet#94334540 = null)) THEN null ELSE cast(PctPos_retnet#94334540 as float) END AS PctPos_retnet#94334880, CASE WHEN ((TR_retnet#94334541 = NA) OR (TR_retnet#94334541 = null)) THEN null ELSE cast(TR_retnet#94334541 as float) END AS TR_retnet#94334883, CASE WHEN ((IR_retnet#94334542 = NA) OR (IR_retnet#94334542 = null)) THEN null ELSE cast(IR_retnet#94334542 as float) END AS IR_retnet#94334888, CASE WHEN ((retIC#94334543 = NA) OR (retIC#94334543 = null)) THEN null ELSE cast(retIC#94334543 as float) END AS retIC#94334890, CASE WHEN ((resretIC#94334544 = NA) OR (resretIC#94334544 = null)) THEN null ELSE cast(resretIC#94334544 as float) END AS resretIC#94334893, CASE WHEN (turnover#94334545 = null) THEN null ELSE turnover#94334545 END AS turnover#94334896]
: +- FileScan csv [group#94334523,annual_bmret#94334524,annual_ret#94334525,std_ret#94334526,Sharpe_ret#94334527,PctPos_ret#94334528,TR_ret#94334529,IR_ret#94334530,annual_resret#94334531,std_resret#94334532,Sharpe_resret#94334533,PctPos_resret#94334534,TR_resret#94334535,IR_resret#94334536,annual_retnet#94334537,std_retnet#94334538,Sharpe_retnet#94334539,PctPos_retnet#94334540,TR_retnet#94334541,IR_retnet#94334542,retIC#94334543,resretIC#94334544,turnover#94334545] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/estimize_signal_histor..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<group:string,annual_bmret:string,annual_ret:string,std_ret:string,Sharpe_ret:string,PctPos...
+- BroadcastExchange HashedRelationBroadcastMode(List(input[0, string, false]),false), [id=#7532028]
+- *(1) Filter isnotnull(group#94152529)
+- InMemoryTableScan [group#94152529, Category#94152530, Label#94152531], [isnotnull(group#94152529)]
+- InMemoryRelation [group#94152529, Category#94152530, Label#94152531], StorageLevel(disk, memory, deserialized, 1 replicas)
+- *(1) Project [CASE WHEN (group#94152498 = null) THEN null ELSE group#94152498 END AS group#94152510, CASE WHEN (Category#94152499 = null) THEN null ELSE Category#94152499 END AS Category#94152511, CASE WHEN (Label#94152500 = null) THEN null ELSE Label#94152500 END AS Label#94152512]
+- FileScan csv [group#94152498,Category#94152499,Label#94152500] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/common/map_stats.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<group:string,Category:string,Label:string>
,None)
(3) InMemoryTableScan
Output [10]: [group#94334616, annual_ret#94334618, Sharpe_ret#94334664, PctPos_ret#94334665, annual_resret#94334668, Sharpe_resret#94334692, PctPos_resret#94334715, annual_retnet#94334851, Sharpe_retnet#94334877, PctPos_retnet#94334880]
Arguments: [group#94334616, annual_ret#94334618, Sharpe_ret#94334664, PctPos_ret#94334665, annual_resret#94334668, Sharpe_resret#94334692, PctPos_resret#94334715, annual_retnet#94334851, Sharpe_retnet#94334877, PctPos_retnet#94334880], [isnotnull(group#94334616)]
(4) InMemoryRelation
Arguments: [group#94334616, annual_bmret#94334617, annual_ret#94334618, std_ret#94334641, Sharpe_ret#94334664, PctPos_ret#94334665, TR_ret#94334666, IR_ret#94334667, annual_resret#94334668, std_resret#94334691, Sharpe_resret#94334692, PctPos_resret#94334715, TR_resret#94334716, IR_resret#94334828, annual_retnet#94334851, std_retnet#94334853, Sharpe_retnet#94334877, PctPos_retnet#94334880, TR_retnet#94334883, IR_retnet#94334888, retIC#94334890, resretIC#94334893, turnover#94334896], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN (group#94334523 = null) THEN null ELSE group#94334523 END AS group#94334616, CASE WHEN ((annual_bmret#94334524 = NA) OR (annual_bmret#94334524 = null)) THEN null ELSE cast(annual_bmret#94334524 as float) END AS annual_bmret#94334617, CASE WHEN (annual_ret#94334525 = null) THEN null ELSE annual_ret#94334525 END AS annual_ret#94334618, CASE WHEN ((std_ret#94334526 = NA) OR (std_ret#94334526 = null)) THEN null ELSE cast(std_ret#94334526 as float) END AS std_ret#94334641, CASE WHEN ((Sharpe_ret#94334527 = NA) OR (Sharpe_ret#94334527 = null)) THEN null ELSE cast(Sharpe_ret#94334527 as float) END AS Sharpe_ret#94334664, CASE WHEN ((PctPos_ret#94334528 = NA) OR (PctPos_ret#94334528 = null)) THEN null ELSE cast(PctPos_ret#94334528 as float) END AS PctPos_ret#94334665, CASE WHEN ((TR_ret#94334529 = NA) OR (TR_ret#94334529 = null)) THEN null ELSE cast(TR_ret#94334529 as float) END AS TR_ret#94334666, CASE WHEN ((IR_ret#94334530 = NA) OR (IR_ret#94334530 = null)) THEN null ELSE cast(IR_ret#94334530 as float) END AS IR_ret#94334667, CASE WHEN ((annual_resret#94334531 = NA) OR (annual_resret#94334531 = null)) THEN null ELSE cast(annual_resret#94334531 as float) END AS annual_resret#94334668, CASE WHEN ((std_resret#94334532 = NA) OR (std_resret#94334532 = null)) THEN null ELSE cast(std_resret#94334532 as float) END AS std_resret#94334691, CASE WHEN ((Sharpe_resret#94334533 = NA) OR (Sharpe_resret#94334533 = null)) THEN null ELSE cast(Sharpe_resret#94334533 as float) END AS Sharpe_resret#94334692, CASE WHEN ((PctPos_resret#94334534 = NA) OR (PctPos_resret#94334534 = null)) THEN null ELSE cast(PctPos_resret#94334534 as float) END AS PctPos_resret#94334715, CASE WHEN ((TR_resret#94334535 = NA) OR (TR_resret#94334535 = null)) THEN null ELSE cast(TR_resret#94334535 as float) END AS TR_resret#94334716, CASE WHEN ((IR_resret#94334536 = NA) OR (IR_resret#94334536 = null)) THEN null ELSE cast(IR_resret#94334536 as float) END AS IR_resret#94334828, CASE WHEN (annual_retnet#94334537 = null) THEN null ELSE annual_retnet#94334537 END AS annual_retnet#94334851, CASE WHEN ((std_retnet#94334538 = NA) OR (std_retnet#94334538 = null)) THEN null ELSE cast(std_retnet#94334538 as float) END AS std_retnet#94334853, CASE WHEN ((Sharpe_retnet#94334539 = NA) OR (Sharpe_retnet#94334539 = null)) THEN null ELSE cast(Sharpe_retnet#94334539 as float) END AS Sharpe_retnet#94334877, CASE WHEN ((PctPos_retnet#94334540 = NA) OR (PctPos_retnet#94334540 = null)) THEN null ELSE cast(PctPos_retnet#94334540 as float) END AS PctPos_retnet#94334880, CASE WHEN ((TR_retnet#94334541 = NA) OR (TR_retnet#94334541 = null)) THEN null ELSE cast(TR_retnet#94334541 as float) END AS TR_retnet#94334883, CASE WHEN ((IR_retnet#94334542 = NA) OR (IR_retnet#94334542 = null)) THEN null ELSE cast(IR_retnet#94334542 as float) END AS IR_retnet#94334888, CASE WHEN ((retIC#94334543 = NA) OR (retIC#94334543 = null)) THEN null ELSE cast(retIC#94334543 as float) END AS retIC#94334890, CASE WHEN ((resretIC#94334544 = NA) OR (resretIC#94334544 = null)) THEN null ELSE cast(resretIC#94334544 as float) END AS resretIC#94334893, CASE WHEN (turnover#94334545 = null) THEN null ELSE turnover#94334545 END AS turnover#94334896]
+- FileScan csv [group#94334523,annual_bmret#94334524,annual_ret#94334525,std_ret#94334526,Sharpe_ret#94334527,PctPos_ret#94334528,TR_ret#94334529,IR_ret#94334530,annual_resret#94334531,std_resret#94334532,Sharpe_resret#94334533,PctPos_resret#94334534,TR_resret#94334535,IR_resret#94334536,annual_retnet#94334537,std_retnet#94334538,Sharpe_retnet#94334539,PctPos_retnet#94334540,TR_retnet#94334541,IR_retnet#94334542,retIC#94334543,resretIC#94334544,turnover#94334545] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/estimize_signal_histor..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<group:string,annual_bmret:string,annual_ret:string,std_ret:string,Sharpe_ret:string,PctPos...
,None)
(5) Scan csv
Output [23]: [group#94334523, annual_bmret#94334524, annual_ret#94334525, std_ret#94334526, Sharpe_ret#94334527, PctPos_ret#94334528, TR_ret#94334529, IR_ret#94334530, annual_resret#94334531, std_resret#94334532, Sharpe_resret#94334533, PctPos_resret#94334534, TR_resret#94334535, IR_resret#94334536, annual_retnet#94334537, std_retnet#94334538, Sharpe_retnet#94334539, PctPos_retnet#94334540, TR_retnet#94334541, IR_retnet#94334542, retIC#94334543, resretIC#94334544, turnover#94334545]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/estimize_signal_history/estimizesignal_preearnings/REPORT_stats.csv]
ReadSchema: struct<group:string,annual_bmret:string,annual_ret:string,std_ret:string,Sharpe_ret:string,PctPos_ret:string,TR_ret:string,IR_ret:string,annual_resret:string,std_resret:string,Sharpe_resret:string,PctPos_resret:string,TR_resret:string,IR_resret:string,annual_retnet:string,std_retnet:string,Sharpe_retnet:string,PctPos_retnet:string,TR_retnet:string,IR_retnet:string,retIC:string,resretIC:string,turnover:string>
(6) Project [codegen id : 1]
Output [23]: [CASE WHEN (group#94334523 = null) THEN null ELSE group#94334523 END AS group#94334616, CASE WHEN ((annual_bmret#94334524 = NA) OR (annual_bmret#94334524 = null)) THEN null ELSE cast(annual_bmret#94334524 as float) END AS annual_bmret#94334617, CASE WHEN (annual_ret#94334525 = null) THEN null ELSE annual_ret#94334525 END AS annual_ret#94334618, CASE WHEN ((std_ret#94334526 = NA) OR (std_ret#94334526 = null)) THEN null ELSE cast(std_ret#94334526 as float) END AS std_ret#94334641, CASE WHEN ((Sharpe_ret#94334527 = NA) OR (Sharpe_ret#94334527 = null)) THEN null ELSE cast(Sharpe_ret#94334527 as float) END AS Sharpe_ret#94334664, CASE WHEN ((PctPos_ret#94334528 = NA) OR (PctPos_ret#94334528 = null)) THEN null ELSE cast(PctPos_ret#94334528 as float) END AS PctPos_ret#94334665, CASE WHEN ((TR_ret#94334529 = NA) OR (TR_ret#94334529 = null)) THEN null ELSE cast(TR_ret#94334529 as float) END AS TR_ret#94334666, CASE WHEN ((IR_ret#94334530 = NA) OR (IR_ret#94334530 = null)) THEN null ELSE cast(IR_ret#94334530 as float) END AS IR_ret#94334667, CASE WHEN ((annual_resret#94334531 = NA) OR (annual_resret#94334531 = null)) THEN null ELSE cast(annual_resret#94334531 as float) END AS annual_resret#94334668, CASE WHEN ((std_resret#94334532 = NA) OR (std_resret#94334532 = null)) THEN null ELSE cast(std_resret#94334532 as float) END AS std_resret#94334691, CASE WHEN ((Sharpe_resret#94334533 = NA) OR (Sharpe_resret#94334533 = null)) THEN null ELSE cast(Sharpe_resret#94334533 as float) END AS Sharpe_resret#94334692, CASE WHEN ((PctPos_resret#94334534 = NA) OR (PctPos_resret#94334534 = null)) THEN null ELSE cast(PctPos_resret#94334534 as float) END AS PctPos_resret#94334715, CASE WHEN ((TR_resret#94334535 = NA) OR (TR_resret#94334535 = null)) THEN null ELSE cast(TR_resret#94334535 as float) END AS TR_resret#94334716, CASE WHEN ((IR_resret#94334536 = NA) OR (IR_resret#94334536 = null)) THEN null ELSE cast(IR_resret#94334536 as float) END AS IR_resret#94334828, CASE WHEN (annual_retnet#94334537 = null) THEN null ELSE annual_retnet#94334537 END AS annual_retnet#94334851, CASE WHEN ((std_retnet#94334538 = NA) OR (std_retnet#94334538 = null)) THEN null ELSE cast(std_retnet#94334538 as float) END AS std_retnet#94334853, CASE WHEN ((Sharpe_retnet#94334539 = NA) OR (Sharpe_retnet#94334539 = null)) THEN null ELSE cast(Sharpe_retnet#94334539 as float) END AS Sharpe_retnet#94334877, CASE WHEN ((PctPos_retnet#94334540 = NA) OR (PctPos_retnet#94334540 = null)) THEN null ELSE cast(PctPos_retnet#94334540 as float) END AS PctPos_retnet#94334880, CASE WHEN ((TR_retnet#94334541 = NA) OR (TR_retnet#94334541 = null)) THEN null ELSE cast(TR_retnet#94334541 as float) END AS TR_retnet#94334883, CASE WHEN ((IR_retnet#94334542 = NA) OR (IR_retnet#94334542 = null)) THEN null ELSE cast(IR_retnet#94334542 as float) END AS IR_retnet#94334888, CASE WHEN ((retIC#94334543 = NA) OR (retIC#94334543 = null)) THEN null ELSE cast(retIC#94334543 as float) END AS retIC#94334890, CASE WHEN ((resretIC#94334544 = NA) OR (resretIC#94334544 = null)) THEN null ELSE cast(resretIC#94334544 as float) END AS resretIC#94334893, CASE WHEN (turnover#94334545 = null) THEN null ELSE turnover#94334545 END AS turnover#94334896]
Input [23]: [group#94334523, annual_bmret#94334524, annual_ret#94334525, std_ret#94334526, Sharpe_ret#94334527, PctPos_ret#94334528, TR_ret#94334529, IR_ret#94334530, annual_resret#94334531, std_resret#94334532, Sharpe_resret#94334533, PctPos_resret#94334534, TR_resret#94334535, IR_resret#94334536, annual_retnet#94334537, std_retnet#94334538, Sharpe_retnet#94334539, PctPos_retnet#94334540, TR_retnet#94334541, IR_retnet#94334542, retIC#94334543, resretIC#94334544, turnover#94334545]
(7) Filter [codegen id : 2]
Input [10]: [group#94334616, annual_ret#94334618, Sharpe_ret#94334664, PctPos_ret#94334665, annual_resret#94334668, Sharpe_resret#94334692, PctPos_resret#94334715, annual_retnet#94334851, Sharpe_retnet#94334877, PctPos_retnet#94334880]
Condition : isnotnull(group#94334616)
(8) InMemoryTableScan
Output [3]: [group#94152529, Category#94152530, Label#94152531]
Arguments: [group#94152529, Category#94152530, Label#94152531], [isnotnull(group#94152529)]
(9) InMemoryRelation
Arguments: [group#94152529, Category#94152530, Label#94152531], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN (group#94152498 = null) THEN null ELSE group#94152498 END AS group#94152510, CASE WHEN (Category#94152499 = null) THEN null ELSE Category#94152499 END AS Category#94152511, CASE WHEN (Label#94152500 = null) THEN null ELSE Label#94152500 END AS Label#94152512]
+- FileScan csv [group#94152498,Category#94152499,Label#94152500] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/common/map_stats.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<group:string,Category:string,Label:string>
,None)
(10) Scan csv
Output [3]: [group#94152498, Category#94152499, Label#94152500]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/common/map_stats.csv]
ReadSchema: struct<group:string,Category:string,Label:string>
(11) Project [codegen id : 1]
Output [3]: [CASE WHEN (group#94152498 = null) THEN null ELSE group#94152498 END AS group#94152510, CASE WHEN (Category#94152499 = null) THEN null ELSE Category#94152499 END AS Category#94152511, CASE WHEN (Label#94152500 = null) THEN null ELSE Label#94152500 END AS Label#94152512]
Input [3]: [group#94152498, Category#94152499, Label#94152500]
(12) Filter [codegen id : 1]
Input [3]: [group#94152529, Category#94152530, Label#94152531]
Condition : isnotnull(group#94152529)
(13) BroadcastExchange
Input [3]: [group#94152529, Category#94152530, Label#94152531]
Arguments: HashedRelationBroadcastMode(List(input[0, string, false]),false), [id=#7532028]
(14) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [group#94334616]
Right keys [1]: [group#94152529]
Join condition: None
(15) Project [codegen id : 2]
Output [11]: [Category#94152530, Label#94152531, annual_ret#94334618, Sharpe_ret#94334664, PctPos_ret#94334665, annual_resret#94334668, Sharpe_resret#94334692, PctPos_resret#94334715, annual_retnet#94334851, Sharpe_retnet#94334877, PctPos_retnet#94334880]
Input [13]: [group#94334616, annual_ret#94334618, Sharpe_ret#94334664, PctPos_ret#94334665, annual_resret#94334668, Sharpe_resret#94334692, PctPos_resret#94334715, annual_retnet#94334851, Sharpe_retnet#94334877, PctPos_retnet#94334880, group#94152529, Category#94152530, Label#94152531]
(16) CollectLimit
Input [11]: [Category#94152530, Label#94152531, annual_ret#94334618, Sharpe_ret#94334664, PctPos_ret#94334665, annual_resret#94334668, Sharpe_resret#94334692, PctPos_resret#94334715, annual_retnet#94334851, Sharpe_retnet#94334877, PctPos_retnet#94334880]
Arguments: 1000000