== 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#94840282, turnover#94837949, days_hold#94840336]
Arguments: [cap#94840282, turnover#94837949, days_hold#94840336]
(2) InMemoryRelation
Arguments: [cap#94840282, turnover#94837949, days_hold#94840336], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(3) Project [cap#94840282, turnover#94837949, (1.0 / cast(turnover#94837949 as double)) AS days_hold#94840336]
+- *(3) Sort [cap_sort#94840219 ASC NULLS FIRST], true, 0
+- Exchange rangepartitioning(cap_sort#94840219 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7571896]
+- *(2) Project [turnover#94837949, cap_description#94840218 AS cap#94840282, cap_sort#94840219]
+- *(2) BroadcastHashJoin [knownfloatingpointnormalized(normalizenanandzero(cap#94837658))], [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94694039 as float)))], Inner, BuildLeft, false
:- BroadcastExchange HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7571888]
: +- *(1) Filter isnotnull(cap#94837658)
: +- *(1) ColumnarToRow
: +- InMemoryTableScan [cap#94837658, turnover#94837949], [isnotnull(cap#94837658)]
: +- InMemoryRelation [cap#94837658, retIC#94837685, resretIC#94837688, numcos#94837693, numdates#94837697, annual_bmret#94837700, annual_ret#94837703, std_ret#94837717, Sharpe_ret#94837720, PctPos_ret#94837722, TR_ret#94837725, IR_ret#94837728, annual_resret#94837786, std_resret#94837789, Sharpe_resret#94837792, PctPos_resret#94837794, TR_resret#94837796, IR_resret#94837811, annual_retnet#94837838, std_retnet#94837841, Sharpe_retnet#94837855, PctPos_retnet#94837869, TR_retnet#94837883, IR_retnet#94837887, ... 2 more fields], StorageLevel(disk, memory, deserialized, 1 replicas)
: +- *(1) Project [CASE WHEN ((cap#94837447 = NA) OR (cap#94837447 = null)) THEN null ELSE cast(cap#94837447 as float) END AS cap#94837658, CASE WHEN ((retIC#94837448 = NA) OR (retIC#94837448 = null)) THEN null ELSE cast(retIC#94837448 as float) END AS retIC#94837685, CASE WHEN ((resretIC#94837449 = NA) OR (resretIC#94837449 = null)) THEN null ELSE cast(resretIC#94837449 as float) END AS resretIC#94837688, CASE WHEN ((numcos#94837450 = NA) OR (numcos#94837450 = null)) THEN null ELSE cast(numcos#94837450 as float) END AS numcos#94837693, CASE WHEN ((numdates#94837451 = NA) OR (numdates#94837451 = null)) THEN null ELSE cast(numdates#94837451 as int) END AS numdates#94837697, CASE WHEN ((annual_bmret#94837452 = NA) OR (annual_bmret#94837452 = null)) THEN null ELSE cast(annual_bmret#94837452 as float) END AS annual_bmret#94837700, CASE WHEN ((annual_ret#94837453 = NA) OR (annual_ret#94837453 = null)) THEN null ELSE cast(annual_ret#94837453 as float) END AS annual_ret#94837703, CASE WHEN ((std_ret#94837454 = NA) OR (std_ret#94837454 = null)) THEN null ELSE cast(std_ret#94837454 as float) END AS std_ret#94837717, CASE WHEN ((Sharpe_ret#94837455 = NA) OR (Sharpe_ret#94837455 = null)) THEN null ELSE cast(Sharpe_ret#94837455 as float) END AS Sharpe_ret#94837720, CASE WHEN ((PctPos_ret#94837456 = NA) OR (PctPos_ret#94837456 = null)) THEN null ELSE cast(PctPos_ret#94837456 as float) END AS PctPos_ret#94837722, CASE WHEN ((TR_ret#94837457 = NA) OR (TR_ret#94837457 = null)) THEN null ELSE cast(TR_ret#94837457 as float) END AS TR_ret#94837725, CASE WHEN ((IR_ret#94837458 = NA) OR (IR_ret#94837458 = null)) THEN null ELSE cast(IR_ret#94837458 as float) END AS IR_ret#94837728, CASE WHEN ((annual_resret#94837459 = NA) OR (annual_resret#94837459 = null)) THEN null ELSE cast(annual_resret#94837459 as float) END AS annual_resret#94837786, CASE WHEN ((std_resret#94837460 = NA) OR (std_resret#94837460 = null)) THEN null ELSE cast(std_resret#94837460 as float) END AS std_resret#94837789, CASE WHEN ((Sharpe_resret#94837461 = NA) OR (Sharpe_resret#94837461 = null)) THEN null ELSE cast(Sharpe_resret#94837461 as float) END AS Sharpe_resret#94837792, CASE WHEN ((PctPos_resret#94837462 = NA) OR (PctPos_resret#94837462 = null)) THEN null ELSE cast(PctPos_resret#94837462 as float) END AS PctPos_resret#94837794, CASE WHEN ((TR_resret#94837463 = NA) OR (TR_resret#94837463 = null)) THEN null ELSE cast(TR_resret#94837463 as float) END AS TR_resret#94837796, CASE WHEN ((IR_resret#94837464 = NA) OR (IR_resret#94837464 = null)) THEN null ELSE cast(IR_resret#94837464 as float) END AS IR_resret#94837811, CASE WHEN ((annual_retnet#94837465 = NA) OR (annual_retnet#94837465 = null)) THEN null ELSE cast(annual_retnet#94837465 as float) END AS annual_retnet#94837838, CASE WHEN ((std_retnet#94837466 = NA) OR (std_retnet#94837466 = null)) THEN null ELSE cast(std_retnet#94837466 as float) END AS std_retnet#94837841, CASE WHEN ((Sharpe_retnet#94837467 = NA) OR (Sharpe_retnet#94837467 = null)) THEN null ELSE cast(Sharpe_retnet#94837467 as float) END AS Sharpe_retnet#94837855, CASE WHEN ((PctPos_retnet#94837468 = NA) OR (PctPos_retnet#94837468 = null)) THEN null ELSE cast(PctPos_retnet#94837468 as float) END AS PctPos_retnet#94837869, CASE WHEN ((TR_retnet#94837469 = NA) OR (TR_retnet#94837469 = null)) THEN null ELSE cast(TR_retnet#94837469 as float) END AS TR_retnet#94837883, CASE WHEN ((IR_retnet#94837470 = NA) OR (IR_retnet#94837470 = null)) THEN null ELSE cast(IR_retnet#94837470 as float) END AS IR_retnet#94837887, ... 2 more fields]
: +- FileScan csv [cap#94837447,retIC#94837448,resretIC#94837449,numcos#94837450,numdates#94837451,annual_bmret#94837452,annual_ret#94837453,std_ret#94837454,Sharpe_ret#94837455,PctPos_ret#94837456,TR_ret#94837457,IR_ret#94837458,annual_resret#94837459,std_resret#94837460,Sharpe_resret#94837461,PctPos_resret#94837462,TR_resret#94837463,IR_resret#94837464,annual_retnet#94837465,std_retnet#94837466,Sharpe_retnet#94837467,PctPos_retnet#94837468,TR_retnet#94837469,IR_retnet#94837470,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/risk_factors/growth/st..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:string,...
+- *(2) Project [cap#94694039, description#94694044 AS cap_description#94840218, sort#94694042 AS cap_sort#94840219]
+- *(2) Filter isnotnull(cap#94694039)
+- InMemoryTableScan [cap#94694039, description#94694044, sort#94694042], [isnotnull(cap#94694039)]
+- InMemoryRelation [cap#94694039, sort#94694042, description#94694044, universe#94694045], StorageLevel(disk, memory, deserialized, 1 replicas)
+- *(1) Project [CASE WHEN ((cap#94694007 = NA) OR (cap#94694007 = null)) THEN null ELSE cast(cap#94694007 as int) END AS cap#94694039, CASE WHEN (sort#94694010 = null) THEN null ELSE sort#94694010 END AS sort#94694042, CASE WHEN (description#94694012 = null) THEN null ELSE description#94694012 END AS description#94694044, CASE WHEN ((universe#94694014 = NA) OR (universe#94694014 = null)) THEN null ELSE cast(universe#94694014 as int) END AS universe#94694045]
+- FileScan csv [cap#94694007,sort#94694010,description#94694012,universe#94694014] 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#94840219 ASC NULLS FIRST]
(3) InMemoryTableScan
Output [2]: [cap#94837658, turnover#94837949]
Arguments: [cap#94837658, turnover#94837949], [isnotnull(cap#94837658)]
(4) InMemoryRelation
Arguments: [cap#94837658, retIC#94837685, resretIC#94837688, numcos#94837693, numdates#94837697, annual_bmret#94837700, annual_ret#94837703, std_ret#94837717, Sharpe_ret#94837720, PctPos_ret#94837722, TR_ret#94837725, IR_ret#94837728, annual_resret#94837786, std_resret#94837789, Sharpe_resret#94837792, PctPos_resret#94837794, TR_resret#94837796, IR_resret#94837811, annual_retnet#94837838, std_retnet#94837841, Sharpe_retnet#94837855, PctPos_retnet#94837869, TR_retnet#94837883, IR_retnet#94837887, ... 2 more fields], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#94837447 = NA) OR (cap#94837447 = null)) THEN null ELSE cast(cap#94837447 as float) END AS cap#94837658, CASE WHEN ((retIC#94837448 = NA) OR (retIC#94837448 = null)) THEN null ELSE cast(retIC#94837448 as float) END AS retIC#94837685, CASE WHEN ((resretIC#94837449 = NA) OR (resretIC#94837449 = null)) THEN null ELSE cast(resretIC#94837449 as float) END AS resretIC#94837688, CASE WHEN ((numcos#94837450 = NA) OR (numcos#94837450 = null)) THEN null ELSE cast(numcos#94837450 as float) END AS numcos#94837693, CASE WHEN ((numdates#94837451 = NA) OR (numdates#94837451 = null)) THEN null ELSE cast(numdates#94837451 as int) END AS numdates#94837697, CASE WHEN ((annual_bmret#94837452 = NA) OR (annual_bmret#94837452 = null)) THEN null ELSE cast(annual_bmret#94837452 as float) END AS annual_bmret#94837700, CASE WHEN ((annual_ret#94837453 = NA) OR (annual_ret#94837453 = null)) THEN null ELSE cast(annual_ret#94837453 as float) END AS annual_ret#94837703, CASE WHEN ((std_ret#94837454 = NA) OR (std_ret#94837454 = null)) THEN null ELSE cast(std_ret#94837454 as float) END AS std_ret#94837717, CASE WHEN ((Sharpe_ret#94837455 = NA) OR (Sharpe_ret#94837455 = null)) THEN null ELSE cast(Sharpe_ret#94837455 as float) END AS Sharpe_ret#94837720, CASE WHEN ((PctPos_ret#94837456 = NA) OR (PctPos_ret#94837456 = null)) THEN null ELSE cast(PctPos_ret#94837456 as float) END AS PctPos_ret#94837722, CASE WHEN ((TR_ret#94837457 = NA) OR (TR_ret#94837457 = null)) THEN null ELSE cast(TR_ret#94837457 as float) END AS TR_ret#94837725, CASE WHEN ((IR_ret#94837458 = NA) OR (IR_ret#94837458 = null)) THEN null ELSE cast(IR_ret#94837458 as float) END AS IR_ret#94837728, CASE WHEN ((annual_resret#94837459 = NA) OR (annual_resret#94837459 = null)) THEN null ELSE cast(annual_resret#94837459 as float) END AS annual_resret#94837786, CASE WHEN ((std_resret#94837460 = NA) OR (std_resret#94837460 = null)) THEN null ELSE cast(std_resret#94837460 as float) END AS std_resret#94837789, CASE WHEN ((Sharpe_resret#94837461 = NA) OR (Sharpe_resret#94837461 = null)) THEN null ELSE cast(Sharpe_resret#94837461 as float) END AS Sharpe_resret#94837792, CASE WHEN ((PctPos_resret#94837462 = NA) OR (PctPos_resret#94837462 = null)) THEN null ELSE cast(PctPos_resret#94837462 as float) END AS PctPos_resret#94837794, CASE WHEN ((TR_resret#94837463 = NA) OR (TR_resret#94837463 = null)) THEN null ELSE cast(TR_resret#94837463 as float) END AS TR_resret#94837796, CASE WHEN ((IR_resret#94837464 = NA) OR (IR_resret#94837464 = null)) THEN null ELSE cast(IR_resret#94837464 as float) END AS IR_resret#94837811, CASE WHEN ((annual_retnet#94837465 = NA) OR (annual_retnet#94837465 = null)) THEN null ELSE cast(annual_retnet#94837465 as float) END AS annual_retnet#94837838, CASE WHEN ((std_retnet#94837466 = NA) OR (std_retnet#94837466 = null)) THEN null ELSE cast(std_retnet#94837466 as float) END AS std_retnet#94837841, CASE WHEN ((Sharpe_retnet#94837467 = NA) OR (Sharpe_retnet#94837467 = null)) THEN null ELSE cast(Sharpe_retnet#94837467 as float) END AS Sharpe_retnet#94837855, CASE WHEN ((PctPos_retnet#94837468 = NA) OR (PctPos_retnet#94837468 = null)) THEN null ELSE cast(PctPos_retnet#94837468 as float) END AS PctPos_retnet#94837869, CASE WHEN ((TR_retnet#94837469 = NA) OR (TR_retnet#94837469 = null)) THEN null ELSE cast(TR_retnet#94837469 as float) END AS TR_retnet#94837883, CASE WHEN ((IR_retnet#94837470 = NA) OR (IR_retnet#94837470 = null)) THEN null ELSE cast(IR_retnet#94837470 as float) END AS IR_retnet#94837887, ... 2 more fields]
+- FileScan csv [cap#94837447,retIC#94837448,resretIC#94837449,numcos#94837450,numdates#94837451,annual_bmret#94837452,annual_ret#94837453,std_ret#94837454,Sharpe_ret#94837455,PctPos_ret#94837456,TR_ret#94837457,IR_ret#94837458,annual_resret#94837459,std_resret#94837460,Sharpe_resret#94837461,PctPos_resret#94837462,TR_resret#94837463,IR_resret#94837464,annual_retnet#94837465,std_retnet#94837466,Sharpe_retnet#94837467,PctPos_retnet#94837468,TR_retnet#94837469,IR_retnet#94837470,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/risk_factors/growth/st..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:string,...
,None)
(5) Scan csv
Output [26]: [cap#94837447, retIC#94837448, resretIC#94837449, numcos#94837450, numdates#94837451, annual_bmret#94837452, annual_ret#94837453, std_ret#94837454, Sharpe_ret#94837455, PctPos_ret#94837456, TR_ret#94837457, IR_ret#94837458, annual_resret#94837459, std_resret#94837460, Sharpe_resret#94837461, PctPos_resret#94837462, TR_resret#94837463, IR_resret#94837464, annual_retnet#94837465, std_retnet#94837466, Sharpe_retnet#94837467, PctPos_retnet#94837468, TR_retnet#94837469, IR_retnet#94837470, turnover#94837471, coverage#94837472]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/risk_factors/growth/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#94837447 = NA) OR (cap#94837447 = null)) THEN null ELSE cast(cap#94837447 as float) END AS cap#94837658, CASE WHEN ((retIC#94837448 = NA) OR (retIC#94837448 = null)) THEN null ELSE cast(retIC#94837448 as float) END AS retIC#94837685, CASE WHEN ((resretIC#94837449 = NA) OR (resretIC#94837449 = null)) THEN null ELSE cast(resretIC#94837449 as float) END AS resretIC#94837688, CASE WHEN ((numcos#94837450 = NA) OR (numcos#94837450 = null)) THEN null ELSE cast(numcos#94837450 as float) END AS numcos#94837693, CASE WHEN ((numdates#94837451 = NA) OR (numdates#94837451 = null)) THEN null ELSE cast(numdates#94837451 as int) END AS numdates#94837697, CASE WHEN ((annual_bmret#94837452 = NA) OR (annual_bmret#94837452 = null)) THEN null ELSE cast(annual_bmret#94837452 as float) END AS annual_bmret#94837700, CASE WHEN ((annual_ret#94837453 = NA) OR (annual_ret#94837453 = null)) THEN null ELSE cast(annual_ret#94837453 as float) END AS annual_ret#94837703, CASE WHEN ((std_ret#94837454 = NA) OR (std_ret#94837454 = null)) THEN null ELSE cast(std_ret#94837454 as float) END AS std_ret#94837717, CASE WHEN ((Sharpe_ret#94837455 = NA) OR (Sharpe_ret#94837455 = null)) THEN null ELSE cast(Sharpe_ret#94837455 as float) END AS Sharpe_ret#94837720, CASE WHEN ((PctPos_ret#94837456 = NA) OR (PctPos_ret#94837456 = null)) THEN null ELSE cast(PctPos_ret#94837456 as float) END AS PctPos_ret#94837722, CASE WHEN ((TR_ret#94837457 = NA) OR (TR_ret#94837457 = null)) THEN null ELSE cast(TR_ret#94837457 as float) END AS TR_ret#94837725, CASE WHEN ((IR_ret#94837458 = NA) OR (IR_ret#94837458 = null)) THEN null ELSE cast(IR_ret#94837458 as float) END AS IR_ret#94837728, CASE WHEN ((annual_resret#94837459 = NA) OR (annual_resret#94837459 = null)) THEN null ELSE cast(annual_resret#94837459 as float) END AS annual_resret#94837786, CASE WHEN ((std_resret#94837460 = NA) OR (std_resret#94837460 = null)) THEN null ELSE cast(std_resret#94837460 as float) END AS std_resret#94837789, CASE WHEN ((Sharpe_resret#94837461 = NA) OR (Sharpe_resret#94837461 = null)) THEN null ELSE cast(Sharpe_resret#94837461 as float) END AS Sharpe_resret#94837792, CASE WHEN ((PctPos_resret#94837462 = NA) OR (PctPos_resret#94837462 = null)) THEN null ELSE cast(PctPos_resret#94837462 as float) END AS PctPos_resret#94837794, CASE WHEN ((TR_resret#94837463 = NA) OR (TR_resret#94837463 = null)) THEN null ELSE cast(TR_resret#94837463 as float) END AS TR_resret#94837796, CASE WHEN ((IR_resret#94837464 = NA) OR (IR_resret#94837464 = null)) THEN null ELSE cast(IR_resret#94837464 as float) END AS IR_resret#94837811, CASE WHEN ((annual_retnet#94837465 = NA) OR (annual_retnet#94837465 = null)) THEN null ELSE cast(annual_retnet#94837465 as float) END AS annual_retnet#94837838, CASE WHEN ((std_retnet#94837466 = NA) OR (std_retnet#94837466 = null)) THEN null ELSE cast(std_retnet#94837466 as float) END AS std_retnet#94837841, CASE WHEN ((Sharpe_retnet#94837467 = NA) OR (Sharpe_retnet#94837467 = null)) THEN null ELSE cast(Sharpe_retnet#94837467 as float) END AS Sharpe_retnet#94837855, CASE WHEN ((PctPos_retnet#94837468 = NA) OR (PctPos_retnet#94837468 = null)) THEN null ELSE cast(PctPos_retnet#94837468 as float) END AS PctPos_retnet#94837869, CASE WHEN ((TR_retnet#94837469 = NA) OR (TR_retnet#94837469 = null)) THEN null ELSE cast(TR_retnet#94837469 as float) END AS TR_retnet#94837883, CASE WHEN ((IR_retnet#94837470 = NA) OR (IR_retnet#94837470 = null)) THEN null ELSE cast(IR_retnet#94837470 as float) END AS IR_retnet#94837887, CASE WHEN ((turnover#94837471 = NA) OR (turnover#94837471 = null)) THEN null ELSE cast(turnover#94837471 as float) END AS turnover#94837949, CASE WHEN ((coverage#94837472 = NA) OR (coverage#94837472 = null)) THEN null ELSE cast(coverage#94837472 as float) END AS coverage#94837950]
Input [26]: [cap#94837447, retIC#94837448, resretIC#94837449, numcos#94837450, numdates#94837451, annual_bmret#94837452, annual_ret#94837453, std_ret#94837454, Sharpe_ret#94837455, PctPos_ret#94837456, TR_ret#94837457, IR_ret#94837458, annual_resret#94837459, std_resret#94837460, Sharpe_resret#94837461, PctPos_resret#94837462, TR_resret#94837463, IR_resret#94837464, annual_retnet#94837465, std_retnet#94837466, Sharpe_retnet#94837467, PctPos_retnet#94837468, TR_retnet#94837469, IR_retnet#94837470, turnover#94837471, coverage#94837472]
(7) ColumnarToRow [codegen id : 1]
Input [2]: [cap#94837658, turnover#94837949]
(8) Filter [codegen id : 1]
Input [2]: [cap#94837658, turnover#94837949]
Condition : isnotnull(cap#94837658)
(9) BroadcastExchange
Input [2]: [cap#94837658, turnover#94837949]
Arguments: HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7571888]
(10) InMemoryTableScan
Output [3]: [cap#94694039, description#94694044, sort#94694042]
Arguments: [cap#94694039, description#94694044, sort#94694042], [isnotnull(cap#94694039)]
(11) InMemoryRelation
Arguments: [cap#94694039, sort#94694042, description#94694044, universe#94694045], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#94694007 = NA) OR (cap#94694007 = null)) THEN null ELSE cast(cap#94694007 as int) END AS cap#94694039, CASE WHEN (sort#94694010 = null) THEN null ELSE sort#94694010 END AS sort#94694042, CASE WHEN (description#94694012 = null) THEN null ELSE description#94694012 END AS description#94694044, CASE WHEN ((universe#94694014 = NA) OR (universe#94694014 = null)) THEN null ELSE cast(universe#94694014 as int) END AS universe#94694045]
+- FileScan csv [cap#94694007,sort#94694010,description#94694012,universe#94694014] 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#94694007, sort#94694010, description#94694012, universe#94694014]
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#94694007 = NA) OR (cap#94694007 = null)) THEN null ELSE cast(cap#94694007 as int) END AS cap#94694039, CASE WHEN (sort#94694010 = null) THEN null ELSE sort#94694010 END AS sort#94694042, CASE WHEN (description#94694012 = null) THEN null ELSE description#94694012 END AS description#94694044, CASE WHEN ((universe#94694014 = NA) OR (universe#94694014 = null)) THEN null ELSE cast(universe#94694014 as int) END AS universe#94694045]
Input [4]: [cap#94694007, sort#94694010, description#94694012, universe#94694014]
(14) Filter
Input [3]: [cap#94694039, description#94694044, sort#94694042]
Condition : isnotnull(cap#94694039)
(15) Project
Output [3]: [cap#94694039, description#94694044 AS cap_description#94840218, sort#94694042 AS cap_sort#94840219]
Input [3]: [cap#94694039, description#94694044, sort#94694042]
(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cap#94837658))]
Right keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94694039 as float)))]
Join condition: None
(17) Project [codegen id : 2]
Output [3]: [turnover#94837949, cap_description#94840218 AS cap#94840282, cap_sort#94840219]
Input [5]: [cap#94837658, turnover#94837949, cap#94694039, cap_description#94840218, cap_sort#94840219]
(18) Exchange
Input [3]: [turnover#94837949, cap#94840282, cap_sort#94840219]
Arguments: rangepartitioning(cap_sort#94840219 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7571896]
(19) Sort [codegen id : 3]
Input [3]: [turnover#94837949, cap#94840282, cap_sort#94840219]
Arguments: [cap_sort#94840219 ASC NULLS FIRST], true, 0
(20) Project [codegen id : 3]
Output [3]: [cap#94840282, turnover#94837949, (1.0 / cast(turnover#94837949 as double)) AS days_hold#94840336]
Input [3]: [turnover#94837949, cap#94840282, cap_sort#94840219]
(21) CollectLimit
Input [3]: [cap#94840282, turnover#94837949, days_hold#94840336]
Arguments: 1000000