== 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#94257559, turnover#94255118, days_hold#94257615]
Arguments: [cap#94257559, turnover#94255118, days_hold#94257615]
(2) InMemoryRelation
Arguments: [cap#94257559, turnover#94255118, days_hold#94257615], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(3) Project [cap#94257559, turnover#94255118, (1.0 / cast(turnover#94255118 as double)) AS days_hold#94257615]
+- *(3) Sort [cap_sort#94257498 ASC NULLS FIRST], true, 0
+- Exchange rangepartitioning(cap_sort#94257498 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7525673]
+- *(2) Project [turnover#94255118, cap_description#94257497 AS cap#94257559, cap_sort#94257498]
+- *(2) BroadcastHashJoin [knownfloatingpointnormalized(normalizenanandzero(cap#94254941))], [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94160394 as float)))], Inner, BuildLeft, false
:- BroadcastExchange HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7525665]
: +- *(1) Filter isnotnull(cap#94254941)
: +- *(1) ColumnarToRow
: +- InMemoryTableScan [cap#94254941, turnover#94255118], [isnotnull(cap#94254941)]
: +- InMemoryRelation [cap#94254941, retIC#94254943, resretIC#94255036, numcos#94255037, numdates#94255038, annual_bmret#94255039, annual_ret#94255040, std_ret#94255041, Sharpe_ret#94255042, PctPos_ret#94255043, TR_ret#94255045, IR_ret#94255049, annual_resret#94255052, std_resret#94255055, Sharpe_resret#94255058, PctPos_resret#94255060, TR_resret#94255063, IR_resret#94255067, annual_retnet#94255069, std_retnet#94255072, Sharpe_retnet#94255073, PctPos_retnet#94255087, TR_retnet#94255091, IR_retnet#94255104, ... 2 more fields], StorageLevel(disk, memory, deserialized, 1 replicas)
: +- *(1) Project [CASE WHEN ((cap#94254752 = NA) OR (cap#94254752 = null)) THEN null ELSE cast(cap#94254752 as float) END AS cap#94254941, CASE WHEN ((retIC#94254753 = NA) OR (retIC#94254753 = null)) THEN null ELSE cast(retIC#94254753 as float) END AS retIC#94254943, CASE WHEN ((resretIC#94254754 = NA) OR (resretIC#94254754 = null)) THEN null ELSE cast(resretIC#94254754 as float) END AS resretIC#94255036, CASE WHEN ((numcos#94254755 = NA) OR (numcos#94254755 = null)) THEN null ELSE cast(numcos#94254755 as float) END AS numcos#94255037, CASE WHEN ((numdates#94254756 = NA) OR (numdates#94254756 = null)) THEN null ELSE cast(numdates#94254756 as int) END AS numdates#94255038, CASE WHEN ((annual_bmret#94254757 = NA) OR (annual_bmret#94254757 = null)) THEN null ELSE cast(annual_bmret#94254757 as float) END AS annual_bmret#94255039, CASE WHEN ((annual_ret#94254758 = NA) OR (annual_ret#94254758 = null)) THEN null ELSE cast(annual_ret#94254758 as float) END AS annual_ret#94255040, CASE WHEN ((std_ret#94254759 = NA) OR (std_ret#94254759 = null)) THEN null ELSE cast(std_ret#94254759 as float) END AS std_ret#94255041, CASE WHEN ((Sharpe_ret#94254760 = NA) OR (Sharpe_ret#94254760 = null)) THEN null ELSE cast(Sharpe_ret#94254760 as float) END AS Sharpe_ret#94255042, CASE WHEN ((PctPos_ret#94254761 = NA) OR (PctPos_ret#94254761 = null)) THEN null ELSE cast(PctPos_ret#94254761 as float) END AS PctPos_ret#94255043, CASE WHEN ((TR_ret#94254762 = NA) OR (TR_ret#94254762 = null)) THEN null ELSE cast(TR_ret#94254762 as float) END AS TR_ret#94255045, CASE WHEN ((IR_ret#94254763 = NA) OR (IR_ret#94254763 = null)) THEN null ELSE cast(IR_ret#94254763 as float) END AS IR_ret#94255049, CASE WHEN ((annual_resret#94254764 = NA) OR (annual_resret#94254764 = null)) THEN null ELSE cast(annual_resret#94254764 as float) END AS annual_resret#94255052, CASE WHEN ((std_resret#94254765 = NA) OR (std_resret#94254765 = null)) THEN null ELSE cast(std_resret#94254765 as float) END AS std_resret#94255055, CASE WHEN ((Sharpe_resret#94254766 = NA) OR (Sharpe_resret#94254766 = null)) THEN null ELSE cast(Sharpe_resret#94254766 as float) END AS Sharpe_resret#94255058, CASE WHEN ((PctPos_resret#94254767 = NA) OR (PctPos_resret#94254767 = null)) THEN null ELSE cast(PctPos_resret#94254767 as float) END AS PctPos_resret#94255060, CASE WHEN ((TR_resret#94254768 = NA) OR (TR_resret#94254768 = null)) THEN null ELSE cast(TR_resret#94254768 as float) END AS TR_resret#94255063, CASE WHEN ((IR_resret#94254769 = NA) OR (IR_resret#94254769 = null)) THEN null ELSE cast(IR_resret#94254769 as float) END AS IR_resret#94255067, CASE WHEN ((annual_retnet#94254770 = NA) OR (annual_retnet#94254770 = null)) THEN null ELSE cast(annual_retnet#94254770 as float) END AS annual_retnet#94255069, CASE WHEN ((std_retnet#94254771 = NA) OR (std_retnet#94254771 = null)) THEN null ELSE cast(std_retnet#94254771 as float) END AS std_retnet#94255072, CASE WHEN ((Sharpe_retnet#94254772 = NA) OR (Sharpe_retnet#94254772 = null)) THEN null ELSE cast(Sharpe_retnet#94254772 as float) END AS Sharpe_retnet#94255073, CASE WHEN ((PctPos_retnet#94254773 = NA) OR (PctPos_retnet#94254773 = null)) THEN null ELSE cast(PctPos_retnet#94254773 as float) END AS PctPos_retnet#94255087, CASE WHEN ((TR_retnet#94254774 = NA) OR (TR_retnet#94254774 = null)) THEN null ELSE cast(TR_retnet#94254774 as float) END AS TR_retnet#94255091, CASE WHEN ((IR_retnet#94254775 = NA) OR (IR_retnet#94254775 = null)) THEN null ELSE cast(IR_retnet#94254775 as float) END AS IR_retnet#94255104, ... 2 more fields]
: +- FileScan csv [cap#94254752,retIC#94254753,resretIC#94254754,numcos#94254755,numdates#94254756,annual_bmret#94254757,annual_ret#94254758,std_ret#94254759,Sharpe_ret#94254760,PctPos_ret#94254761,TR_ret#94254762,IR_ret#94254763,annual_resret#94254764,std_resret#94254765,Sharpe_resret#94254766,PctPos_resret#94254767,TR_resret#94254768,IR_resret#94254769,annual_retnet#94254770,std_retnet#94254771,Sharpe_retnet#94254772,PctPos_retnet#94254773,TR_retnet#94254774,IR_retnet#94254775,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/cam1/cam1_score/stats_..., 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#94257497, sort#94160395 AS cap_sort#94257498]
+- *(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#94257498 ASC NULLS FIRST]
(3) InMemoryTableScan
Output [2]: [cap#94254941, turnover#94255118]
Arguments: [cap#94254941, turnover#94255118], [isnotnull(cap#94254941)]
(4) InMemoryRelation
Arguments: [cap#94254941, retIC#94254943, resretIC#94255036, numcos#94255037, numdates#94255038, annual_bmret#94255039, annual_ret#94255040, std_ret#94255041, Sharpe_ret#94255042, PctPos_ret#94255043, TR_ret#94255045, IR_ret#94255049, annual_resret#94255052, std_resret#94255055, Sharpe_resret#94255058, PctPos_resret#94255060, TR_resret#94255063, IR_resret#94255067, annual_retnet#94255069, std_retnet#94255072, Sharpe_retnet#94255073, PctPos_retnet#94255087, TR_retnet#94255091, IR_retnet#94255104, ... 2 more fields], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#94254752 = NA) OR (cap#94254752 = null)) THEN null ELSE cast(cap#94254752 as float) END AS cap#94254941, CASE WHEN ((retIC#94254753 = NA) OR (retIC#94254753 = null)) THEN null ELSE cast(retIC#94254753 as float) END AS retIC#94254943, CASE WHEN ((resretIC#94254754 = NA) OR (resretIC#94254754 = null)) THEN null ELSE cast(resretIC#94254754 as float) END AS resretIC#94255036, CASE WHEN ((numcos#94254755 = NA) OR (numcos#94254755 = null)) THEN null ELSE cast(numcos#94254755 as float) END AS numcos#94255037, CASE WHEN ((numdates#94254756 = NA) OR (numdates#94254756 = null)) THEN null ELSE cast(numdates#94254756 as int) END AS numdates#94255038, CASE WHEN ((annual_bmret#94254757 = NA) OR (annual_bmret#94254757 = null)) THEN null ELSE cast(annual_bmret#94254757 as float) END AS annual_bmret#94255039, CASE WHEN ((annual_ret#94254758 = NA) OR (annual_ret#94254758 = null)) THEN null ELSE cast(annual_ret#94254758 as float) END AS annual_ret#94255040, CASE WHEN ((std_ret#94254759 = NA) OR (std_ret#94254759 = null)) THEN null ELSE cast(std_ret#94254759 as float) END AS std_ret#94255041, CASE WHEN ((Sharpe_ret#94254760 = NA) OR (Sharpe_ret#94254760 = null)) THEN null ELSE cast(Sharpe_ret#94254760 as float) END AS Sharpe_ret#94255042, CASE WHEN ((PctPos_ret#94254761 = NA) OR (PctPos_ret#94254761 = null)) THEN null ELSE cast(PctPos_ret#94254761 as float) END AS PctPos_ret#94255043, CASE WHEN ((TR_ret#94254762 = NA) OR (TR_ret#94254762 = null)) THEN null ELSE cast(TR_ret#94254762 as float) END AS TR_ret#94255045, CASE WHEN ((IR_ret#94254763 = NA) OR (IR_ret#94254763 = null)) THEN null ELSE cast(IR_ret#94254763 as float) END AS IR_ret#94255049, CASE WHEN ((annual_resret#94254764 = NA) OR (annual_resret#94254764 = null)) THEN null ELSE cast(annual_resret#94254764 as float) END AS annual_resret#94255052, CASE WHEN ((std_resret#94254765 = NA) OR (std_resret#94254765 = null)) THEN null ELSE cast(std_resret#94254765 as float) END AS std_resret#94255055, CASE WHEN ((Sharpe_resret#94254766 = NA) OR (Sharpe_resret#94254766 = null)) THEN null ELSE cast(Sharpe_resret#94254766 as float) END AS Sharpe_resret#94255058, CASE WHEN ((PctPos_resret#94254767 = NA) OR (PctPos_resret#94254767 = null)) THEN null ELSE cast(PctPos_resret#94254767 as float) END AS PctPos_resret#94255060, CASE WHEN ((TR_resret#94254768 = NA) OR (TR_resret#94254768 = null)) THEN null ELSE cast(TR_resret#94254768 as float) END AS TR_resret#94255063, CASE WHEN ((IR_resret#94254769 = NA) OR (IR_resret#94254769 = null)) THEN null ELSE cast(IR_resret#94254769 as float) END AS IR_resret#94255067, CASE WHEN ((annual_retnet#94254770 = NA) OR (annual_retnet#94254770 = null)) THEN null ELSE cast(annual_retnet#94254770 as float) END AS annual_retnet#94255069, CASE WHEN ((std_retnet#94254771 = NA) OR (std_retnet#94254771 = null)) THEN null ELSE cast(std_retnet#94254771 as float) END AS std_retnet#94255072, CASE WHEN ((Sharpe_retnet#94254772 = NA) OR (Sharpe_retnet#94254772 = null)) THEN null ELSE cast(Sharpe_retnet#94254772 as float) END AS Sharpe_retnet#94255073, CASE WHEN ((PctPos_retnet#94254773 = NA) OR (PctPos_retnet#94254773 = null)) THEN null ELSE cast(PctPos_retnet#94254773 as float) END AS PctPos_retnet#94255087, CASE WHEN ((TR_retnet#94254774 = NA) OR (TR_retnet#94254774 = null)) THEN null ELSE cast(TR_retnet#94254774 as float) END AS TR_retnet#94255091, CASE WHEN ((IR_retnet#94254775 = NA) OR (IR_retnet#94254775 = null)) THEN null ELSE cast(IR_retnet#94254775 as float) END AS IR_retnet#94255104, ... 2 more fields]
+- FileScan csv [cap#94254752,retIC#94254753,resretIC#94254754,numcos#94254755,numdates#94254756,annual_bmret#94254757,annual_ret#94254758,std_ret#94254759,Sharpe_ret#94254760,PctPos_ret#94254761,TR_ret#94254762,IR_ret#94254763,annual_resret#94254764,std_resret#94254765,Sharpe_resret#94254766,PctPos_resret#94254767,TR_resret#94254768,IR_resret#94254769,annual_retnet#94254770,std_retnet#94254771,Sharpe_retnet#94254772,PctPos_retnet#94254773,TR_retnet#94254774,IR_retnet#94254775,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/cam1/cam1_score/stats_..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:string,...
,None)
(5) Scan csv
Output [26]: [cap#94254752, retIC#94254753, resretIC#94254754, numcos#94254755, numdates#94254756, annual_bmret#94254757, annual_ret#94254758, std_ret#94254759, Sharpe_ret#94254760, PctPos_ret#94254761, TR_ret#94254762, IR_ret#94254763, annual_resret#94254764, std_resret#94254765, Sharpe_resret#94254766, PctPos_resret#94254767, TR_resret#94254768, IR_resret#94254769, annual_retnet#94254770, std_retnet#94254771, Sharpe_retnet#94254772, PctPos_retnet#94254773, TR_retnet#94254774, IR_retnet#94254775, turnover#94254776, coverage#94254777]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/cam1/cam1_score/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#94254752 = NA) OR (cap#94254752 = null)) THEN null ELSE cast(cap#94254752 as float) END AS cap#94254941, CASE WHEN ((retIC#94254753 = NA) OR (retIC#94254753 = null)) THEN null ELSE cast(retIC#94254753 as float) END AS retIC#94254943, CASE WHEN ((resretIC#94254754 = NA) OR (resretIC#94254754 = null)) THEN null ELSE cast(resretIC#94254754 as float) END AS resretIC#94255036, CASE WHEN ((numcos#94254755 = NA) OR (numcos#94254755 = null)) THEN null ELSE cast(numcos#94254755 as float) END AS numcos#94255037, CASE WHEN ((numdates#94254756 = NA) OR (numdates#94254756 = null)) THEN null ELSE cast(numdates#94254756 as int) END AS numdates#94255038, CASE WHEN ((annual_bmret#94254757 = NA) OR (annual_bmret#94254757 = null)) THEN null ELSE cast(annual_bmret#94254757 as float) END AS annual_bmret#94255039, CASE WHEN ((annual_ret#94254758 = NA) OR (annual_ret#94254758 = null)) THEN null ELSE cast(annual_ret#94254758 as float) END AS annual_ret#94255040, CASE WHEN ((std_ret#94254759 = NA) OR (std_ret#94254759 = null)) THEN null ELSE cast(std_ret#94254759 as float) END AS std_ret#94255041, CASE WHEN ((Sharpe_ret#94254760 = NA) OR (Sharpe_ret#94254760 = null)) THEN null ELSE cast(Sharpe_ret#94254760 as float) END AS Sharpe_ret#94255042, CASE WHEN ((PctPos_ret#94254761 = NA) OR (PctPos_ret#94254761 = null)) THEN null ELSE cast(PctPos_ret#94254761 as float) END AS PctPos_ret#94255043, CASE WHEN ((TR_ret#94254762 = NA) OR (TR_ret#94254762 = null)) THEN null ELSE cast(TR_ret#94254762 as float) END AS TR_ret#94255045, CASE WHEN ((IR_ret#94254763 = NA) OR (IR_ret#94254763 = null)) THEN null ELSE cast(IR_ret#94254763 as float) END AS IR_ret#94255049, CASE WHEN ((annual_resret#94254764 = NA) OR (annual_resret#94254764 = null)) THEN null ELSE cast(annual_resret#94254764 as float) END AS annual_resret#94255052, CASE WHEN ((std_resret#94254765 = NA) OR (std_resret#94254765 = null)) THEN null ELSE cast(std_resret#94254765 as float) END AS std_resret#94255055, CASE WHEN ((Sharpe_resret#94254766 = NA) OR (Sharpe_resret#94254766 = null)) THEN null ELSE cast(Sharpe_resret#94254766 as float) END AS Sharpe_resret#94255058, CASE WHEN ((PctPos_resret#94254767 = NA) OR (PctPos_resret#94254767 = null)) THEN null ELSE cast(PctPos_resret#94254767 as float) END AS PctPos_resret#94255060, CASE WHEN ((TR_resret#94254768 = NA) OR (TR_resret#94254768 = null)) THEN null ELSE cast(TR_resret#94254768 as float) END AS TR_resret#94255063, CASE WHEN ((IR_resret#94254769 = NA) OR (IR_resret#94254769 = null)) THEN null ELSE cast(IR_resret#94254769 as float) END AS IR_resret#94255067, CASE WHEN ((annual_retnet#94254770 = NA) OR (annual_retnet#94254770 = null)) THEN null ELSE cast(annual_retnet#94254770 as float) END AS annual_retnet#94255069, CASE WHEN ((std_retnet#94254771 = NA) OR (std_retnet#94254771 = null)) THEN null ELSE cast(std_retnet#94254771 as float) END AS std_retnet#94255072, CASE WHEN ((Sharpe_retnet#94254772 = NA) OR (Sharpe_retnet#94254772 = null)) THEN null ELSE cast(Sharpe_retnet#94254772 as float) END AS Sharpe_retnet#94255073, CASE WHEN ((PctPos_retnet#94254773 = NA) OR (PctPos_retnet#94254773 = null)) THEN null ELSE cast(PctPos_retnet#94254773 as float) END AS PctPos_retnet#94255087, CASE WHEN ((TR_retnet#94254774 = NA) OR (TR_retnet#94254774 = null)) THEN null ELSE cast(TR_retnet#94254774 as float) END AS TR_retnet#94255091, CASE WHEN ((IR_retnet#94254775 = NA) OR (IR_retnet#94254775 = null)) THEN null ELSE cast(IR_retnet#94254775 as float) END AS IR_retnet#94255104, CASE WHEN ((turnover#94254776 = NA) OR (turnover#94254776 = null)) THEN null ELSE cast(turnover#94254776 as float) END AS turnover#94255118, CASE WHEN ((coverage#94254777 = NA) OR (coverage#94254777 = null)) THEN null ELSE cast(coverage#94254777 as float) END AS coverage#94255132]
Input [26]: [cap#94254752, retIC#94254753, resretIC#94254754, numcos#94254755, numdates#94254756, annual_bmret#94254757, annual_ret#94254758, std_ret#94254759, Sharpe_ret#94254760, PctPos_ret#94254761, TR_ret#94254762, IR_ret#94254763, annual_resret#94254764, std_resret#94254765, Sharpe_resret#94254766, PctPos_resret#94254767, TR_resret#94254768, IR_resret#94254769, annual_retnet#94254770, std_retnet#94254771, Sharpe_retnet#94254772, PctPos_retnet#94254773, TR_retnet#94254774, IR_retnet#94254775, turnover#94254776, coverage#94254777]
(7) ColumnarToRow [codegen id : 1]
Input [2]: [cap#94254941, turnover#94255118]
(8) Filter [codegen id : 1]
Input [2]: [cap#94254941, turnover#94255118]
Condition : isnotnull(cap#94254941)
(9) BroadcastExchange
Input [2]: [cap#94254941, turnover#94255118]
Arguments: HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7525665]
(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#94257497, sort#94160395 AS cap_sort#94257498]
Input [3]: [cap#94160394, description#94160396, sort#94160395]
(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cap#94254941))]
Right keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94160394 as float)))]
Join condition: None
(17) Project [codegen id : 2]
Output [3]: [turnover#94255118, cap_description#94257497 AS cap#94257559, cap_sort#94257498]
Input [5]: [cap#94254941, turnover#94255118, cap#94160394, cap_description#94257497, cap_sort#94257498]
(18) Exchange
Input [3]: [turnover#94255118, cap#94257559, cap_sort#94257498]
Arguments: rangepartitioning(cap_sort#94257498 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7525673]
(19) Sort [codegen id : 3]
Input [3]: [turnover#94255118, cap#94257559, cap_sort#94257498]
Arguments: [cap_sort#94257498 ASC NULLS FIRST], true, 0
(20) Project [codegen id : 3]
Output [3]: [cap#94257559, turnover#94255118, (1.0 / cast(turnover#94255118 as double)) AS days_hold#94257615]
Input [3]: [turnover#94255118, cap#94257559, cap_sort#94257498]
(21) CollectLimit
Input [3]: [cap#94257559, turnover#94255118, days_hold#94257615]
Arguments: 1000000