== 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#94313606, turnover#94311079, days_hold#94313661]
Arguments: [cap#94313606, turnover#94311079, days_hold#94313661]
(2) InMemoryRelation
Arguments: [cap#94313606, turnover#94311079, days_hold#94313661], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(3) Project [cap#94313606, turnover#94311079, (1.0 / cast(turnover#94311079 as double)) AS days_hold#94313661]
+- *(3) Sort [cap_sort#94313544 ASC NULLS FIRST], true, 0
+- Exchange rangepartitioning(cap_sort#94313544 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7530260]
+- *(2) Project [turnover#94311079, cap_description#94313543 AS cap#94313606, cap_sort#94313544]
+- *(2) BroadcastHashJoin [knownfloatingpointnormalized(normalizenanandzero(cap#94311010))], [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94160394 as float)))], Inner, BuildLeft, false
:- BroadcastExchange HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7530252]
: +- *(1) Filter isnotnull(cap#94311010)
: +- *(1) ColumnarToRow
: +- InMemoryTableScan [cap#94311010, turnover#94311079], [isnotnull(cap#94311010)]
: +- InMemoryRelation [cap#94311010, retIC#94311011, resretIC#94311012, numcos#94311013, numdates#94311014, annual_bmret#94311019, annual_ret#94311020, std_ret#94311021, Sharpe_ret#94311037, PctPos_ret#94311038, TR_ret#94311039, IR_ret#94311052, annual_resret#94311053, std_resret#94311054, Sharpe_resret#94311055, PctPos_resret#94311056, TR_resret#94311057, IR_resret#94311058, annual_retnet#94311059, std_retnet#94311060, Sharpe_retnet#94311072, PctPos_retnet#94311073, TR_retnet#94311074, IR_retnet#94311078, ... 2 more fields], StorageLevel(disk, memory, deserialized, 1 replicas)
: +- *(1) Project [CASE WHEN ((cap#94310698 = NA) OR (cap#94310698 = null)) THEN null ELSE cast(cap#94310698 as float) END AS cap#94311010, CASE WHEN ((retIC#94310699 = NA) OR (retIC#94310699 = null)) THEN null ELSE cast(retIC#94310699 as float) END AS retIC#94311011, CASE WHEN ((resretIC#94310700 = NA) OR (resretIC#94310700 = null)) THEN null ELSE cast(resretIC#94310700 as float) END AS resretIC#94311012, CASE WHEN ((numcos#94310701 = NA) OR (numcos#94310701 = null)) THEN null ELSE cast(numcos#94310701 as float) END AS numcos#94311013, CASE WHEN ((numdates#94310702 = NA) OR (numdates#94310702 = null)) THEN null ELSE cast(numdates#94310702 as int) END AS numdates#94311014, CASE WHEN ((annual_bmret#94310703 = NA) OR (annual_bmret#94310703 = null)) THEN null ELSE cast(annual_bmret#94310703 as float) END AS annual_bmret#94311019, CASE WHEN ((annual_ret#94310704 = NA) OR (annual_ret#94310704 = null)) THEN null ELSE cast(annual_ret#94310704 as float) END AS annual_ret#94311020, CASE WHEN ((std_ret#94310705 = NA) OR (std_ret#94310705 = null)) THEN null ELSE cast(std_ret#94310705 as float) END AS std_ret#94311021, CASE WHEN ((Sharpe_ret#94310706 = NA) OR (Sharpe_ret#94310706 = null)) THEN null ELSE cast(Sharpe_ret#94310706 as float) END AS Sharpe_ret#94311037, CASE WHEN ((PctPos_ret#94310707 = NA) OR (PctPos_ret#94310707 = null)) THEN null ELSE cast(PctPos_ret#94310707 as float) END AS PctPos_ret#94311038, CASE WHEN ((TR_ret#94310708 = NA) OR (TR_ret#94310708 = null)) THEN null ELSE cast(TR_ret#94310708 as float) END AS TR_ret#94311039, CASE WHEN ((IR_ret#94310709 = NA) OR (IR_ret#94310709 = null)) THEN null ELSE cast(IR_ret#94310709 as float) END AS IR_ret#94311052, CASE WHEN ((annual_resret#94310710 = NA) OR (annual_resret#94310710 = null)) THEN null ELSE cast(annual_resret#94310710 as float) END AS annual_resret#94311053, CASE WHEN ((std_resret#94310711 = NA) OR (std_resret#94310711 = null)) THEN null ELSE cast(std_resret#94310711 as float) END AS std_resret#94311054, CASE WHEN ((Sharpe_resret#94310712 = NA) OR (Sharpe_resret#94310712 = null)) THEN null ELSE cast(Sharpe_resret#94310712 as float) END AS Sharpe_resret#94311055, CASE WHEN ((PctPos_resret#94310713 = NA) OR (PctPos_resret#94310713 = null)) THEN null ELSE cast(PctPos_resret#94310713 as float) END AS PctPos_resret#94311056, CASE WHEN ((TR_resret#94310714 = NA) OR (TR_resret#94310714 = null)) THEN null ELSE cast(TR_resret#94310714 as float) END AS TR_resret#94311057, CASE WHEN ((IR_resret#94310715 = NA) OR (IR_resret#94310715 = null)) THEN null ELSE cast(IR_resret#94310715 as float) END AS IR_resret#94311058, CASE WHEN ((annual_retnet#94310716 = NA) OR (annual_retnet#94310716 = null)) THEN null ELSE cast(annual_retnet#94310716 as float) END AS annual_retnet#94311059, CASE WHEN ((std_retnet#94310717 = NA) OR (std_retnet#94310717 = null)) THEN null ELSE cast(std_retnet#94310717 as float) END AS std_retnet#94311060, CASE WHEN ((Sharpe_retnet#94310718 = NA) OR (Sharpe_retnet#94310718 = null)) THEN null ELSE cast(Sharpe_retnet#94310718 as float) END AS Sharpe_retnet#94311072, CASE WHEN ((PctPos_retnet#94310719 = NA) OR (PctPos_retnet#94310719 = null)) THEN null ELSE cast(PctPos_retnet#94310719 as float) END AS PctPos_retnet#94311073, CASE WHEN ((TR_retnet#94310720 = NA) OR (TR_retnet#94310720 = null)) THEN null ELSE cast(TR_retnet#94310720 as float) END AS TR_retnet#94311074, CASE WHEN ((IR_retnet#94310721 = NA) OR (IR_retnet#94310721 = null)) THEN null ELSE cast(IR_retnet#94310721 as float) END AS IR_retnet#94311078, ... 2 more fields]
: +- FileScan csv [cap#94310698,retIC#94310699,resretIC#94310700,numcos#94310701,numdates#94310702,annual_bmret#94310703,annual_ret#94310704,std_ret#94310705,Sharpe_ret#94310706,PctPos_ret#94310707,TR_ret#94310708,IR_ret#94310709,annual_resret#94310710,std_resret#94310711,Sharpe_resret#94310712,PctPos_resret#94310713,TR_resret#94310714,IR_resret#94310715,annual_retnet#94310716,std_retnet#94310717,Sharpe_retnet#94310718,PctPos_retnet#94310719,TR_retnet#94310720,IR_retnet#94310721,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/estimize_signal_histor..., 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#94313543, sort#94160395 AS cap_sort#94313544]
+- *(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#94313544 ASC NULLS FIRST]
(3) InMemoryTableScan
Output [2]: [cap#94311010, turnover#94311079]
Arguments: [cap#94311010, turnover#94311079], [isnotnull(cap#94311010)]
(4) InMemoryRelation
Arguments: [cap#94311010, retIC#94311011, resretIC#94311012, numcos#94311013, numdates#94311014, annual_bmret#94311019, annual_ret#94311020, std_ret#94311021, Sharpe_ret#94311037, PctPos_ret#94311038, TR_ret#94311039, IR_ret#94311052, annual_resret#94311053, std_resret#94311054, Sharpe_resret#94311055, PctPos_resret#94311056, TR_resret#94311057, IR_resret#94311058, annual_retnet#94311059, std_retnet#94311060, Sharpe_retnet#94311072, PctPos_retnet#94311073, TR_retnet#94311074, IR_retnet#94311078, ... 2 more fields], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#94310698 = NA) OR (cap#94310698 = null)) THEN null ELSE cast(cap#94310698 as float) END AS cap#94311010, CASE WHEN ((retIC#94310699 = NA) OR (retIC#94310699 = null)) THEN null ELSE cast(retIC#94310699 as float) END AS retIC#94311011, CASE WHEN ((resretIC#94310700 = NA) OR (resretIC#94310700 = null)) THEN null ELSE cast(resretIC#94310700 as float) END AS resretIC#94311012, CASE WHEN ((numcos#94310701 = NA) OR (numcos#94310701 = null)) THEN null ELSE cast(numcos#94310701 as float) END AS numcos#94311013, CASE WHEN ((numdates#94310702 = NA) OR (numdates#94310702 = null)) THEN null ELSE cast(numdates#94310702 as int) END AS numdates#94311014, CASE WHEN ((annual_bmret#94310703 = NA) OR (annual_bmret#94310703 = null)) THEN null ELSE cast(annual_bmret#94310703 as float) END AS annual_bmret#94311019, CASE WHEN ((annual_ret#94310704 = NA) OR (annual_ret#94310704 = null)) THEN null ELSE cast(annual_ret#94310704 as float) END AS annual_ret#94311020, CASE WHEN ((std_ret#94310705 = NA) OR (std_ret#94310705 = null)) THEN null ELSE cast(std_ret#94310705 as float) END AS std_ret#94311021, CASE WHEN ((Sharpe_ret#94310706 = NA) OR (Sharpe_ret#94310706 = null)) THEN null ELSE cast(Sharpe_ret#94310706 as float) END AS Sharpe_ret#94311037, CASE WHEN ((PctPos_ret#94310707 = NA) OR (PctPos_ret#94310707 = null)) THEN null ELSE cast(PctPos_ret#94310707 as float) END AS PctPos_ret#94311038, CASE WHEN ((TR_ret#94310708 = NA) OR (TR_ret#94310708 = null)) THEN null ELSE cast(TR_ret#94310708 as float) END AS TR_ret#94311039, CASE WHEN ((IR_ret#94310709 = NA) OR (IR_ret#94310709 = null)) THEN null ELSE cast(IR_ret#94310709 as float) END AS IR_ret#94311052, CASE WHEN ((annual_resret#94310710 = NA) OR (annual_resret#94310710 = null)) THEN null ELSE cast(annual_resret#94310710 as float) END AS annual_resret#94311053, CASE WHEN ((std_resret#94310711 = NA) OR (std_resret#94310711 = null)) THEN null ELSE cast(std_resret#94310711 as float) END AS std_resret#94311054, CASE WHEN ((Sharpe_resret#94310712 = NA) OR (Sharpe_resret#94310712 = null)) THEN null ELSE cast(Sharpe_resret#94310712 as float) END AS Sharpe_resret#94311055, CASE WHEN ((PctPos_resret#94310713 = NA) OR (PctPos_resret#94310713 = null)) THEN null ELSE cast(PctPos_resret#94310713 as float) END AS PctPos_resret#94311056, CASE WHEN ((TR_resret#94310714 = NA) OR (TR_resret#94310714 = null)) THEN null ELSE cast(TR_resret#94310714 as float) END AS TR_resret#94311057, CASE WHEN ((IR_resret#94310715 = NA) OR (IR_resret#94310715 = null)) THEN null ELSE cast(IR_resret#94310715 as float) END AS IR_resret#94311058, CASE WHEN ((annual_retnet#94310716 = NA) OR (annual_retnet#94310716 = null)) THEN null ELSE cast(annual_retnet#94310716 as float) END AS annual_retnet#94311059, CASE WHEN ((std_retnet#94310717 = NA) OR (std_retnet#94310717 = null)) THEN null ELSE cast(std_retnet#94310717 as float) END AS std_retnet#94311060, CASE WHEN ((Sharpe_retnet#94310718 = NA) OR (Sharpe_retnet#94310718 = null)) THEN null ELSE cast(Sharpe_retnet#94310718 as float) END AS Sharpe_retnet#94311072, CASE WHEN ((PctPos_retnet#94310719 = NA) OR (PctPos_retnet#94310719 = null)) THEN null ELSE cast(PctPos_retnet#94310719 as float) END AS PctPos_retnet#94311073, CASE WHEN ((TR_retnet#94310720 = NA) OR (TR_retnet#94310720 = null)) THEN null ELSE cast(TR_retnet#94310720 as float) END AS TR_retnet#94311074, CASE WHEN ((IR_retnet#94310721 = NA) OR (IR_retnet#94310721 = null)) THEN null ELSE cast(IR_retnet#94310721 as float) END AS IR_retnet#94311078, ... 2 more fields]
+- FileScan csv [cap#94310698,retIC#94310699,resretIC#94310700,numcos#94310701,numdates#94310702,annual_bmret#94310703,annual_ret#94310704,std_ret#94310705,Sharpe_ret#94310706,PctPos_ret#94310707,TR_ret#94310708,IR_ret#94310709,annual_resret#94310710,std_resret#94310711,Sharpe_resret#94310712,PctPos_resret#94310713,TR_resret#94310714,IR_resret#94310715,annual_retnet#94310716,std_retnet#94310717,Sharpe_retnet#94310718,PctPos_retnet#94310719,TR_retnet#94310720,IR_retnet#94310721,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/estimize_signal_histor..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:string,...
,None)
(5) Scan csv
Output [26]: [cap#94310698, retIC#94310699, resretIC#94310700, numcos#94310701, numdates#94310702, annual_bmret#94310703, annual_ret#94310704, std_ret#94310705, Sharpe_ret#94310706, PctPos_ret#94310707, TR_ret#94310708, IR_ret#94310709, annual_resret#94310710, std_resret#94310711, Sharpe_resret#94310712, PctPos_resret#94310713, TR_resret#94310714, IR_resret#94310715, annual_retnet#94310716, std_retnet#94310717, Sharpe_retnet#94310718, PctPos_retnet#94310719, TR_retnet#94310720, IR_retnet#94310721, turnover#94310722, coverage#94310723]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/estimize_signal_history/estimizesignal/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#94310698 = NA) OR (cap#94310698 = null)) THEN null ELSE cast(cap#94310698 as float) END AS cap#94311010, CASE WHEN ((retIC#94310699 = NA) OR (retIC#94310699 = null)) THEN null ELSE cast(retIC#94310699 as float) END AS retIC#94311011, CASE WHEN ((resretIC#94310700 = NA) OR (resretIC#94310700 = null)) THEN null ELSE cast(resretIC#94310700 as float) END AS resretIC#94311012, CASE WHEN ((numcos#94310701 = NA) OR (numcos#94310701 = null)) THEN null ELSE cast(numcos#94310701 as float) END AS numcos#94311013, CASE WHEN ((numdates#94310702 = NA) OR (numdates#94310702 = null)) THEN null ELSE cast(numdates#94310702 as int) END AS numdates#94311014, CASE WHEN ((annual_bmret#94310703 = NA) OR (annual_bmret#94310703 = null)) THEN null ELSE cast(annual_bmret#94310703 as float) END AS annual_bmret#94311019, CASE WHEN ((annual_ret#94310704 = NA) OR (annual_ret#94310704 = null)) THEN null ELSE cast(annual_ret#94310704 as float) END AS annual_ret#94311020, CASE WHEN ((std_ret#94310705 = NA) OR (std_ret#94310705 = null)) THEN null ELSE cast(std_ret#94310705 as float) END AS std_ret#94311021, CASE WHEN ((Sharpe_ret#94310706 = NA) OR (Sharpe_ret#94310706 = null)) THEN null ELSE cast(Sharpe_ret#94310706 as float) END AS Sharpe_ret#94311037, CASE WHEN ((PctPos_ret#94310707 = NA) OR (PctPos_ret#94310707 = null)) THEN null ELSE cast(PctPos_ret#94310707 as float) END AS PctPos_ret#94311038, CASE WHEN ((TR_ret#94310708 = NA) OR (TR_ret#94310708 = null)) THEN null ELSE cast(TR_ret#94310708 as float) END AS TR_ret#94311039, CASE WHEN ((IR_ret#94310709 = NA) OR (IR_ret#94310709 = null)) THEN null ELSE cast(IR_ret#94310709 as float) END AS IR_ret#94311052, CASE WHEN ((annual_resret#94310710 = NA) OR (annual_resret#94310710 = null)) THEN null ELSE cast(annual_resret#94310710 as float) END AS annual_resret#94311053, CASE WHEN ((std_resret#94310711 = NA) OR (std_resret#94310711 = null)) THEN null ELSE cast(std_resret#94310711 as float) END AS std_resret#94311054, CASE WHEN ((Sharpe_resret#94310712 = NA) OR (Sharpe_resret#94310712 = null)) THEN null ELSE cast(Sharpe_resret#94310712 as float) END AS Sharpe_resret#94311055, CASE WHEN ((PctPos_resret#94310713 = NA) OR (PctPos_resret#94310713 = null)) THEN null ELSE cast(PctPos_resret#94310713 as float) END AS PctPos_resret#94311056, CASE WHEN ((TR_resret#94310714 = NA) OR (TR_resret#94310714 = null)) THEN null ELSE cast(TR_resret#94310714 as float) END AS TR_resret#94311057, CASE WHEN ((IR_resret#94310715 = NA) OR (IR_resret#94310715 = null)) THEN null ELSE cast(IR_resret#94310715 as float) END AS IR_resret#94311058, CASE WHEN ((annual_retnet#94310716 = NA) OR (annual_retnet#94310716 = null)) THEN null ELSE cast(annual_retnet#94310716 as float) END AS annual_retnet#94311059, CASE WHEN ((std_retnet#94310717 = NA) OR (std_retnet#94310717 = null)) THEN null ELSE cast(std_retnet#94310717 as float) END AS std_retnet#94311060, CASE WHEN ((Sharpe_retnet#94310718 = NA) OR (Sharpe_retnet#94310718 = null)) THEN null ELSE cast(Sharpe_retnet#94310718 as float) END AS Sharpe_retnet#94311072, CASE WHEN ((PctPos_retnet#94310719 = NA) OR (PctPos_retnet#94310719 = null)) THEN null ELSE cast(PctPos_retnet#94310719 as float) END AS PctPos_retnet#94311073, CASE WHEN ((TR_retnet#94310720 = NA) OR (TR_retnet#94310720 = null)) THEN null ELSE cast(TR_retnet#94310720 as float) END AS TR_retnet#94311074, CASE WHEN ((IR_retnet#94310721 = NA) OR (IR_retnet#94310721 = null)) THEN null ELSE cast(IR_retnet#94310721 as float) END AS IR_retnet#94311078, CASE WHEN ((turnover#94310722 = NA) OR (turnover#94310722 = null)) THEN null ELSE cast(turnover#94310722 as float) END AS turnover#94311079, CASE WHEN ((coverage#94310723 = NA) OR (coverage#94310723 = null)) THEN null ELSE cast(coverage#94310723 as float) END AS coverage#94311092]
Input [26]: [cap#94310698, retIC#94310699, resretIC#94310700, numcos#94310701, numdates#94310702, annual_bmret#94310703, annual_ret#94310704, std_ret#94310705, Sharpe_ret#94310706, PctPos_ret#94310707, TR_ret#94310708, IR_ret#94310709, annual_resret#94310710, std_resret#94310711, Sharpe_resret#94310712, PctPos_resret#94310713, TR_resret#94310714, IR_resret#94310715, annual_retnet#94310716, std_retnet#94310717, Sharpe_retnet#94310718, PctPos_retnet#94310719, TR_retnet#94310720, IR_retnet#94310721, turnover#94310722, coverage#94310723]
(7) ColumnarToRow [codegen id : 1]
Input [2]: [cap#94311010, turnover#94311079]
(8) Filter [codegen id : 1]
Input [2]: [cap#94311010, turnover#94311079]
Condition : isnotnull(cap#94311010)
(9) BroadcastExchange
Input [2]: [cap#94311010, turnover#94311079]
Arguments: HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7530252]
(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#94313543, sort#94160395 AS cap_sort#94313544]
Input [3]: [cap#94160394, description#94160396, sort#94160395]
(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cap#94311010))]
Right keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94160394 as float)))]
Join condition: None
(17) Project [codegen id : 2]
Output [3]: [turnover#94311079, cap_description#94313543 AS cap#94313606, cap_sort#94313544]
Input [5]: [cap#94311010, turnover#94311079, cap#94160394, cap_description#94313543, cap_sort#94313544]
(18) Exchange
Input [3]: [turnover#94311079, cap#94313606, cap_sort#94313544]
Arguments: rangepartitioning(cap_sort#94313544 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7530260]
(19) Sort [codegen id : 3]
Input [3]: [turnover#94311079, cap#94313606, cap_sort#94313544]
Arguments: [cap_sort#94313544 ASC NULLS FIRST], true, 0
(20) Project [codegen id : 3]
Output [3]: [cap#94313606, turnover#94311079, (1.0 / cast(turnover#94311079 as double)) AS days_hold#94313661]
Input [3]: [turnover#94311079, cap#94313606, cap_sort#94313544]
(21) CollectLimit
Input [3]: [cap#94313606, turnover#94311079, days_hold#94313661]
Arguments: 1000000