== Physical Plan ==
CollectLimit (21)
+- InMemoryTableScan (1)
+- InMemoryRelation (2)
+- * Project (20)
+- * Sort (19)
+- Exchange (18)
+- * Project (17)
+- * BroadcastHashJoin Inner BuildLeft (16)
:- BroadcastExchange (9)
: +- * Filter (8)
: +- * ColumnarToRow (7)
: +- InMemoryTableScan (3)
: +- InMemoryRelation (4)
: +- * Project (6)
: +- Scan csv (5)
+- * Project (15)
+- * Filter (14)
+- InMemoryTableScan (10)
+- InMemoryRelation (11)
+- * Project (13)
+- Scan csv (12)
(1) InMemoryTableScan
Output [3]: [cap#94191532, turnover#94174884, days_hold#94191563]
Arguments: [cap#94191532, turnover#94174884, days_hold#94191563]
(2) InMemoryRelation
Arguments: [cap#94191532, turnover#94174884, days_hold#94191563], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(3) Project [cap#94191532, turnover#94174884, (1.0 / cast(turnover#94174884 as double)) AS days_hold#94191563]
+- *(3) Sort [cap_sort#94191440 ASC NULLS FIRST], true, 0
+- Exchange rangepartitioning(cap_sort#94191440 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7520304]
+- *(2) Project [turnover#94174884, cap_description#94191439 AS cap#94191532, cap_sort#94191440]
+- *(2) BroadcastHashJoin [knownfloatingpointnormalized(normalizenanandzero(cap#94174703))], [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94160394 as float)))], Inner, BuildLeft, false
:- BroadcastExchange HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7520296]
: +- *(1) Filter isnotnull(cap#94174703)
: +- *(1) ColumnarToRow
: +- InMemoryTableScan [cap#94174703, turnover#94174884], [isnotnull(cap#94174703)]
: +- InMemoryRelation [cap#94174703, retIC#94174741, resretIC#94174753, numcos#94174792, numdates#94174806, annual_bmret#94174810, annual_ret#94174814, std_ret#94174817, Sharpe_ret#94174820, PctPos_ret#94174826, TR_ret#94174830, IR_ret#94174835, annual_resret#94174838, std_resret#94174842, Sharpe_resret#94174845, PctPos_resret#94174849, TR_resret#94174851, IR_resret#94174853, annual_retnet#94174855, std_retnet#94174867, Sharpe_retnet#94174868, PctPos_retnet#94174881, TR_retnet#94174882, IR_retnet#94174883, ... 2 more fields], StorageLevel(disk, memory, deserialized, 1 replicas)
: +- *(1) Project [CASE WHEN ((cap#94174534 = NA) OR (cap#94174534 = null)) THEN null ELSE cast(cap#94174534 as float) END AS cap#94174703, CASE WHEN ((retIC#94174535 = NA) OR (retIC#94174535 = null)) THEN null ELSE cast(retIC#94174535 as float) END AS retIC#94174741, CASE WHEN ((resretIC#94174536 = NA) OR (resretIC#94174536 = null)) THEN null ELSE cast(resretIC#94174536 as float) END AS resretIC#94174753, CASE WHEN ((numcos#94174537 = NA) OR (numcos#94174537 = null)) THEN null ELSE cast(numcos#94174537 as float) END AS numcos#94174792, CASE WHEN ((numdates#94174538 = NA) OR (numdates#94174538 = null)) THEN null ELSE cast(numdates#94174538 as int) END AS numdates#94174806, CASE WHEN ((annual_bmret#94174539 = NA) OR (annual_bmret#94174539 = null)) THEN null ELSE cast(annual_bmret#94174539 as float) END AS annual_bmret#94174810, CASE WHEN ((annual_ret#94174540 = NA) OR (annual_ret#94174540 = null)) THEN null ELSE cast(annual_ret#94174540 as float) END AS annual_ret#94174814, CASE WHEN ((std_ret#94174541 = NA) OR (std_ret#94174541 = null)) THEN null ELSE cast(std_ret#94174541 as float) END AS std_ret#94174817, CASE WHEN ((Sharpe_ret#94174542 = NA) OR (Sharpe_ret#94174542 = null)) THEN null ELSE cast(Sharpe_ret#94174542 as float) END AS Sharpe_ret#94174820, CASE WHEN ((PctPos_ret#94174543 = NA) OR (PctPos_ret#94174543 = null)) THEN null ELSE cast(PctPos_ret#94174543 as float) END AS PctPos_ret#94174826, CASE WHEN ((TR_ret#94174544 = NA) OR (TR_ret#94174544 = null)) THEN null ELSE cast(TR_ret#94174544 as float) END AS TR_ret#94174830, CASE WHEN ((IR_ret#94174545 = NA) OR (IR_ret#94174545 = null)) THEN null ELSE cast(IR_ret#94174545 as float) END AS IR_ret#94174835, CASE WHEN ((annual_resret#94174546 = NA) OR (annual_resret#94174546 = null)) THEN null ELSE cast(annual_resret#94174546 as float) END AS annual_resret#94174838, CASE WHEN ((std_resret#94174547 = NA) OR (std_resret#94174547 = null)) THEN null ELSE cast(std_resret#94174547 as float) END AS std_resret#94174842, CASE WHEN ((Sharpe_resret#94174548 = NA) OR (Sharpe_resret#94174548 = null)) THEN null ELSE cast(Sharpe_resret#94174548 as float) END AS Sharpe_resret#94174845, CASE WHEN ((PctPos_resret#94174549 = NA) OR (PctPos_resret#94174549 = null)) THEN null ELSE cast(PctPos_resret#94174549 as float) END AS PctPos_resret#94174849, CASE WHEN ((TR_resret#94174550 = NA) OR (TR_resret#94174550 = null)) THEN null ELSE cast(TR_resret#94174550 as float) END AS TR_resret#94174851, CASE WHEN ((IR_resret#94174551 = NA) OR (IR_resret#94174551 = null)) THEN null ELSE cast(IR_resret#94174551 as float) END AS IR_resret#94174853, CASE WHEN ((annual_retnet#94174552 = NA) OR (annual_retnet#94174552 = null)) THEN null ELSE cast(annual_retnet#94174552 as float) END AS annual_retnet#94174855, CASE WHEN ((std_retnet#94174553 = NA) OR (std_retnet#94174553 = null)) THEN null ELSE cast(std_retnet#94174553 as float) END AS std_retnet#94174867, CASE WHEN ((Sharpe_retnet#94174554 = NA) OR (Sharpe_retnet#94174554 = null)) THEN null ELSE cast(Sharpe_retnet#94174554 as float) END AS Sharpe_retnet#94174868, CASE WHEN ((PctPos_retnet#94174555 = NA) OR (PctPos_retnet#94174555 = null)) THEN null ELSE cast(PctPos_retnet#94174555 as float) END AS PctPos_retnet#94174881, CASE WHEN ((TR_retnet#94174556 = NA) OR (TR_retnet#94174556 = null)) THEN null ELSE cast(TR_retnet#94174556 as float) END AS TR_retnet#94174882, CASE WHEN ((IR_retnet#94174557 = NA) OR (IR_retnet#94174557 = null)) THEN null ELSE cast(IR_retnet#94174557 as float) END AS IR_retnet#94174883, ... 2 more fields]
: +- FileScan csv [cap#94174534,retIC#94174535,resretIC#94174536,numcos#94174537,numdates#94174538,annual_bmret#94174539,annual_ret#94174540,std_ret#94174541,Sharpe_ret#94174542,PctPos_ret#94174543,TR_ret#94174544,IR_ret#94174545,annual_resret#94174546,std_resret#94174547,Sharpe_resret#94174548,PctPos_resret#94174549,TR_resret#94174550,IR_resret#94174551,annual_retnet#94174552,std_retnet#94174553,Sharpe_retnet#94174554,PctPos_retnet#94174555,TR_retnet#94174556,IR_retnet#94174557,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/risk_factors/size/stat..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:string,...
+- *(2) Project [cap#94160394, description#94160396 AS cap_description#94191439, sort#94160395 AS cap_sort#94191440]
+- *(2) Filter isnotnull(cap#94160394)
+- InMemoryTableScan [cap#94160394, description#94160396, sort#94160395], [isnotnull(cap#94160394)]
+- InMemoryRelation [cap#94160394, sort#94160395, description#94160396, universe#94160397], StorageLevel(disk, memory, deserialized, 1 replicas)
+- *(1) Project [CASE WHEN ((cap#94160377 = NA) OR (cap#94160377 = null)) THEN null ELSE cast(cap#94160377 as int) END AS cap#94160394, CASE WHEN (sort#94160378 = null) THEN null ELSE sort#94160378 END AS sort#94160395, CASE WHEN (description#94160379 = null) THEN null ELSE description#94160379 END AS description#94160396, CASE WHEN ((universe#94160380 = NA) OR (universe#94160380 = null)) THEN null ELSE cast(universe#94160380 as int) END AS universe#94160397]
+- FileScan csv [cap#94160377,sort#94160378,description#94160379,universe#94160380] 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), [cap_sort#94191440 ASC NULLS FIRST]
(3) InMemoryTableScan
Output [2]: [cap#94174703, turnover#94174884]
Arguments: [cap#94174703, turnover#94174884], [isnotnull(cap#94174703)]
(4) InMemoryRelation
Arguments: [cap#94174703, retIC#94174741, resretIC#94174753, numcos#94174792, numdates#94174806, annual_bmret#94174810, annual_ret#94174814, std_ret#94174817, Sharpe_ret#94174820, PctPos_ret#94174826, TR_ret#94174830, IR_ret#94174835, annual_resret#94174838, std_resret#94174842, Sharpe_resret#94174845, PctPos_resret#94174849, TR_resret#94174851, IR_resret#94174853, annual_retnet#94174855, std_retnet#94174867, Sharpe_retnet#94174868, PctPos_retnet#94174881, TR_retnet#94174882, IR_retnet#94174883, ... 2 more fields], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#94174534 = NA) OR (cap#94174534 = null)) THEN null ELSE cast(cap#94174534 as float) END AS cap#94174703, CASE WHEN ((retIC#94174535 = NA) OR (retIC#94174535 = null)) THEN null ELSE cast(retIC#94174535 as float) END AS retIC#94174741, CASE WHEN ((resretIC#94174536 = NA) OR (resretIC#94174536 = null)) THEN null ELSE cast(resretIC#94174536 as float) END AS resretIC#94174753, CASE WHEN ((numcos#94174537 = NA) OR (numcos#94174537 = null)) THEN null ELSE cast(numcos#94174537 as float) END AS numcos#94174792, CASE WHEN ((numdates#94174538 = NA) OR (numdates#94174538 = null)) THEN null ELSE cast(numdates#94174538 as int) END AS numdates#94174806, CASE WHEN ((annual_bmret#94174539 = NA) OR (annual_bmret#94174539 = null)) THEN null ELSE cast(annual_bmret#94174539 as float) END AS annual_bmret#94174810, CASE WHEN ((annual_ret#94174540 = NA) OR (annual_ret#94174540 = null)) THEN null ELSE cast(annual_ret#94174540 as float) END AS annual_ret#94174814, CASE WHEN ((std_ret#94174541 = NA) OR (std_ret#94174541 = null)) THEN null ELSE cast(std_ret#94174541 as float) END AS std_ret#94174817, CASE WHEN ((Sharpe_ret#94174542 = NA) OR (Sharpe_ret#94174542 = null)) THEN null ELSE cast(Sharpe_ret#94174542 as float) END AS Sharpe_ret#94174820, CASE WHEN ((PctPos_ret#94174543 = NA) OR (PctPos_ret#94174543 = null)) THEN null ELSE cast(PctPos_ret#94174543 as float) END AS PctPos_ret#94174826, CASE WHEN ((TR_ret#94174544 = NA) OR (TR_ret#94174544 = null)) THEN null ELSE cast(TR_ret#94174544 as float) END AS TR_ret#94174830, CASE WHEN ((IR_ret#94174545 = NA) OR (IR_ret#94174545 = null)) THEN null ELSE cast(IR_ret#94174545 as float) END AS IR_ret#94174835, CASE WHEN ((annual_resret#94174546 = NA) OR (annual_resret#94174546 = null)) THEN null ELSE cast(annual_resret#94174546 as float) END AS annual_resret#94174838, CASE WHEN ((std_resret#94174547 = NA) OR (std_resret#94174547 = null)) THEN null ELSE cast(std_resret#94174547 as float) END AS std_resret#94174842, CASE WHEN ((Sharpe_resret#94174548 = NA) OR (Sharpe_resret#94174548 = null)) THEN null ELSE cast(Sharpe_resret#94174548 as float) END AS Sharpe_resret#94174845, CASE WHEN ((PctPos_resret#94174549 = NA) OR (PctPos_resret#94174549 = null)) THEN null ELSE cast(PctPos_resret#94174549 as float) END AS PctPos_resret#94174849, CASE WHEN ((TR_resret#94174550 = NA) OR (TR_resret#94174550 = null)) THEN null ELSE cast(TR_resret#94174550 as float) END AS TR_resret#94174851, CASE WHEN ((IR_resret#94174551 = NA) OR (IR_resret#94174551 = null)) THEN null ELSE cast(IR_resret#94174551 as float) END AS IR_resret#94174853, CASE WHEN ((annual_retnet#94174552 = NA) OR (annual_retnet#94174552 = null)) THEN null ELSE cast(annual_retnet#94174552 as float) END AS annual_retnet#94174855, CASE WHEN ((std_retnet#94174553 = NA) OR (std_retnet#94174553 = null)) THEN null ELSE cast(std_retnet#94174553 as float) END AS std_retnet#94174867, CASE WHEN ((Sharpe_retnet#94174554 = NA) OR (Sharpe_retnet#94174554 = null)) THEN null ELSE cast(Sharpe_retnet#94174554 as float) END AS Sharpe_retnet#94174868, CASE WHEN ((PctPos_retnet#94174555 = NA) OR (PctPos_retnet#94174555 = null)) THEN null ELSE cast(PctPos_retnet#94174555 as float) END AS PctPos_retnet#94174881, CASE WHEN ((TR_retnet#94174556 = NA) OR (TR_retnet#94174556 = null)) THEN null ELSE cast(TR_retnet#94174556 as float) END AS TR_retnet#94174882, CASE WHEN ((IR_retnet#94174557 = NA) OR (IR_retnet#94174557 = null)) THEN null ELSE cast(IR_retnet#94174557 as float) END AS IR_retnet#94174883, ... 2 more fields]
+- FileScan csv [cap#94174534,retIC#94174535,resretIC#94174536,numcos#94174537,numdates#94174538,annual_bmret#94174539,annual_ret#94174540,std_ret#94174541,Sharpe_ret#94174542,PctPos_ret#94174543,TR_ret#94174544,IR_ret#94174545,annual_resret#94174546,std_resret#94174547,Sharpe_resret#94174548,PctPos_resret#94174549,TR_resret#94174550,IR_resret#94174551,annual_retnet#94174552,std_retnet#94174553,Sharpe_retnet#94174554,PctPos_retnet#94174555,TR_retnet#94174556,IR_retnet#94174557,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/risk_factors/size/stat..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:string,...
,None)
(5) Scan csv
Output [26]: [cap#94174534, retIC#94174535, resretIC#94174536, numcos#94174537, numdates#94174538, annual_bmret#94174539, annual_ret#94174540, std_ret#94174541, Sharpe_ret#94174542, PctPos_ret#94174543, TR_ret#94174544, IR_ret#94174545, annual_resret#94174546, std_resret#94174547, Sharpe_resret#94174548, PctPos_resret#94174549, TR_resret#94174550, IR_resret#94174551, annual_retnet#94174552, std_retnet#94174553, Sharpe_retnet#94174554, PctPos_retnet#94174555, TR_retnet#94174556, IR_retnet#94174557, turnover#94174558, coverage#94174559]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/risk_factors/size/stats_cap.csv]
ReadSchema: struct<cap:string,retIC:string,resretIC:string,numcos:string,numdates: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,turnover:string,coverage:string>
(6) Project [codegen id : 1]
Output [26]: [CASE WHEN ((cap#94174534 = NA) OR (cap#94174534 = null)) THEN null ELSE cast(cap#94174534 as float) END AS cap#94174703, CASE WHEN ((retIC#94174535 = NA) OR (retIC#94174535 = null)) THEN null ELSE cast(retIC#94174535 as float) END AS retIC#94174741, CASE WHEN ((resretIC#94174536 = NA) OR (resretIC#94174536 = null)) THEN null ELSE cast(resretIC#94174536 as float) END AS resretIC#94174753, CASE WHEN ((numcos#94174537 = NA) OR (numcos#94174537 = null)) THEN null ELSE cast(numcos#94174537 as float) END AS numcos#94174792, CASE WHEN ((numdates#94174538 = NA) OR (numdates#94174538 = null)) THEN null ELSE cast(numdates#94174538 as int) END AS numdates#94174806, CASE WHEN ((annual_bmret#94174539 = NA) OR (annual_bmret#94174539 = null)) THEN null ELSE cast(annual_bmret#94174539 as float) END AS annual_bmret#94174810, CASE WHEN ((annual_ret#94174540 = NA) OR (annual_ret#94174540 = null)) THEN null ELSE cast(annual_ret#94174540 as float) END AS annual_ret#94174814, CASE WHEN ((std_ret#94174541 = NA) OR (std_ret#94174541 = null)) THEN null ELSE cast(std_ret#94174541 as float) END AS std_ret#94174817, CASE WHEN ((Sharpe_ret#94174542 = NA) OR (Sharpe_ret#94174542 = null)) THEN null ELSE cast(Sharpe_ret#94174542 as float) END AS Sharpe_ret#94174820, CASE WHEN ((PctPos_ret#94174543 = NA) OR (PctPos_ret#94174543 = null)) THEN null ELSE cast(PctPos_ret#94174543 as float) END AS PctPos_ret#94174826, CASE WHEN ((TR_ret#94174544 = NA) OR (TR_ret#94174544 = null)) THEN null ELSE cast(TR_ret#94174544 as float) END AS TR_ret#94174830, CASE WHEN ((IR_ret#94174545 = NA) OR (IR_ret#94174545 = null)) THEN null ELSE cast(IR_ret#94174545 as float) END AS IR_ret#94174835, CASE WHEN ((annual_resret#94174546 = NA) OR (annual_resret#94174546 = null)) THEN null ELSE cast(annual_resret#94174546 as float) END AS annual_resret#94174838, CASE WHEN ((std_resret#94174547 = NA) OR (std_resret#94174547 = null)) THEN null ELSE cast(std_resret#94174547 as float) END AS std_resret#94174842, CASE WHEN ((Sharpe_resret#94174548 = NA) OR (Sharpe_resret#94174548 = null)) THEN null ELSE cast(Sharpe_resret#94174548 as float) END AS Sharpe_resret#94174845, CASE WHEN ((PctPos_resret#94174549 = NA) OR (PctPos_resret#94174549 = null)) THEN null ELSE cast(PctPos_resret#94174549 as float) END AS PctPos_resret#94174849, CASE WHEN ((TR_resret#94174550 = NA) OR (TR_resret#94174550 = null)) THEN null ELSE cast(TR_resret#94174550 as float) END AS TR_resret#94174851, CASE WHEN ((IR_resret#94174551 = NA) OR (IR_resret#94174551 = null)) THEN null ELSE cast(IR_resret#94174551 as float) END AS IR_resret#94174853, CASE WHEN ((annual_retnet#94174552 = NA) OR (annual_retnet#94174552 = null)) THEN null ELSE cast(annual_retnet#94174552 as float) END AS annual_retnet#94174855, CASE WHEN ((std_retnet#94174553 = NA) OR (std_retnet#94174553 = null)) THEN null ELSE cast(std_retnet#94174553 as float) END AS std_retnet#94174867, CASE WHEN ((Sharpe_retnet#94174554 = NA) OR (Sharpe_retnet#94174554 = null)) THEN null ELSE cast(Sharpe_retnet#94174554 as float) END AS Sharpe_retnet#94174868, CASE WHEN ((PctPos_retnet#94174555 = NA) OR (PctPos_retnet#94174555 = null)) THEN null ELSE cast(PctPos_retnet#94174555 as float) END AS PctPos_retnet#94174881, CASE WHEN ((TR_retnet#94174556 = NA) OR (TR_retnet#94174556 = null)) THEN null ELSE cast(TR_retnet#94174556 as float) END AS TR_retnet#94174882, CASE WHEN ((IR_retnet#94174557 = NA) OR (IR_retnet#94174557 = null)) THEN null ELSE cast(IR_retnet#94174557 as float) END AS IR_retnet#94174883, CASE WHEN ((turnover#94174558 = NA) OR (turnover#94174558 = null)) THEN null ELSE cast(turnover#94174558 as float) END AS turnover#94174884, CASE WHEN ((coverage#94174559 = NA) OR (coverage#94174559 = null)) THEN null ELSE cast(coverage#94174559 as float) END AS coverage#94174885]
Input [26]: [cap#94174534, retIC#94174535, resretIC#94174536, numcos#94174537, numdates#94174538, annual_bmret#94174539, annual_ret#94174540, std_ret#94174541, Sharpe_ret#94174542, PctPos_ret#94174543, TR_ret#94174544, IR_ret#94174545, annual_resret#94174546, std_resret#94174547, Sharpe_resret#94174548, PctPos_resret#94174549, TR_resret#94174550, IR_resret#94174551, annual_retnet#94174552, std_retnet#94174553, Sharpe_retnet#94174554, PctPos_retnet#94174555, TR_retnet#94174556, IR_retnet#94174557, turnover#94174558, coverage#94174559]
(7) ColumnarToRow [codegen id : 1]
Input [2]: [cap#94174703, turnover#94174884]
(8) Filter [codegen id : 1]
Input [2]: [cap#94174703, turnover#94174884]
Condition : isnotnull(cap#94174703)
(9) BroadcastExchange
Input [2]: [cap#94174703, turnover#94174884]
Arguments: HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7520296]
(10) InMemoryTableScan
Output [3]: [cap#94160394, description#94160396, sort#94160395]
Arguments: [cap#94160394, description#94160396, sort#94160395], [isnotnull(cap#94160394)]
(11) InMemoryRelation
Arguments: [cap#94160394, sort#94160395, description#94160396, universe#94160397], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#94160377 = NA) OR (cap#94160377 = null)) THEN null ELSE cast(cap#94160377 as int) END AS cap#94160394, CASE WHEN (sort#94160378 = null) THEN null ELSE sort#94160378 END AS sort#94160395, CASE WHEN (description#94160379 = null) THEN null ELSE description#94160379 END AS description#94160396, CASE WHEN ((universe#94160380 = NA) OR (universe#94160380 = null)) THEN null ELSE cast(universe#94160380 as int) END AS universe#94160397]
+- FileScan csv [cap#94160377,sort#94160378,description#94160379,universe#94160380] 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)
(12) Scan csv
Output [4]: [cap#94160377, sort#94160378, description#94160379, universe#94160380]
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>
(13) Project [codegen id : 1]
Output [4]: [CASE WHEN ((cap#94160377 = NA) OR (cap#94160377 = null)) THEN null ELSE cast(cap#94160377 as int) END AS cap#94160394, CASE WHEN (sort#94160378 = null) THEN null ELSE sort#94160378 END AS sort#94160395, CASE WHEN (description#94160379 = null) THEN null ELSE description#94160379 END AS description#94160396, CASE WHEN ((universe#94160380 = NA) OR (universe#94160380 = null)) THEN null ELSE cast(universe#94160380 as int) END AS universe#94160397]
Input [4]: [cap#94160377, sort#94160378, description#94160379, universe#94160380]
(14) Filter
Input [3]: [cap#94160394, description#94160396, sort#94160395]
Condition : isnotnull(cap#94160394)
(15) Project
Output [3]: [cap#94160394, description#94160396 AS cap_description#94191439, sort#94160395 AS cap_sort#94191440]
Input [3]: [cap#94160394, description#94160396, sort#94160395]
(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cap#94174703))]
Right keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94160394 as float)))]
Join condition: None
(17) Project [codegen id : 2]
Output [3]: [turnover#94174884, cap_description#94191439 AS cap#94191532, cap_sort#94191440]
Input [5]: [cap#94174703, turnover#94174884, cap#94160394, cap_description#94191439, cap_sort#94191440]
(18) Exchange
Input [3]: [turnover#94174884, cap#94191532, cap_sort#94191440]
Arguments: rangepartitioning(cap_sort#94191440 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7520304]
(19) Sort [codegen id : 3]
Input [3]: [turnover#94174884, cap#94191532, cap_sort#94191440]
Arguments: [cap_sort#94191440 ASC NULLS FIRST], true, 0
(20) Project [codegen id : 3]
Output [3]: [cap#94191532, turnover#94174884, (1.0 / cast(turnover#94174884 as double)) AS days_hold#94191563]
Input [3]: [turnover#94174884, cap#94191532, cap_sort#94191440]
(21) CollectLimit
Input [3]: [cap#94191532, turnover#94174884, days_hold#94191563]
Arguments: 10000