== 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#94113675, turnover#94110686, days_hold#94113704]
Arguments: [cap#94113675, turnover#94110686, days_hold#94113704]
(2) InMemoryRelation
Arguments: [cap#94113675, turnover#94110686, days_hold#94113704], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(3) Project [cap#94113675, turnover#94110686, (1.0 / cast(turnover#94110686 as double)) AS days_hold#94113704]
+- *(3) Sort [cap_sort#94113614 ASC NULLS FIRST], true, 0
+- Exchange rangepartitioning(cap_sort#94113614 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7514308]
+- *(2) Project [turnover#94110686, cap_description#94113613 AS cap#94113675, cap_sort#94113614]
+- *(2) BroadcastHashJoin [knownfloatingpointnormalized(normalizenanandzero(cap#94110648))], [knownfloatingpointnormalized(normalizenanandzero(cast(cap#93880528 as float)))], Inner, BuildLeft, false
:- BroadcastExchange HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7514300]
: +- *(1) Filter isnotnull(cap#94110648)
: +- *(1) ColumnarToRow
: +- InMemoryTableScan [cap#94110648, turnover#94110686], [isnotnull(cap#94110648)]
: +- InMemoryRelation [cap#94110648, retIC#94110650, resretIC#94110652, numcos#94110653, numdates#94110655, annual_bmret#94110657, annual_ret#94110659, std_ret#94110661, Sharpe_ret#94110663, PctPos_ret#94110664, TR_ret#94110666, IR_ret#94110668, annual_resret#94110670, std_resret#94110671, Sharpe_resret#94110673, PctPos_resret#94110675, TR_resret#94110677, IR_resret#94110679, annual_retnet#94110680, std_retnet#94110681, Sharpe_retnet#94110682, PctPos_retnet#94110683, TR_retnet#94110684, IR_retnet#94110685, ... 2 more fields], StorageLevel(disk, memory, deserialized, 1 replicas)
: +- *(1) Project [CASE WHEN ((cap#94110160 = NA) OR (cap#94110160 = null)) THEN null ELSE cast(cap#94110160 as float) END AS cap#94110648, CASE WHEN ((retIC#94110161 = NA) OR (retIC#94110161 = null)) THEN null ELSE cast(retIC#94110161 as float) END AS retIC#94110650, CASE WHEN ((resretIC#94110162 = NA) OR (resretIC#94110162 = null)) THEN null ELSE cast(resretIC#94110162 as float) END AS resretIC#94110652, CASE WHEN ((numcos#94110163 = NA) OR (numcos#94110163 = null)) THEN null ELSE cast(numcos#94110163 as float) END AS numcos#94110653, CASE WHEN ((numdates#94110164 = NA) OR (numdates#94110164 = null)) THEN null ELSE cast(numdates#94110164 as int) END AS numdates#94110655, CASE WHEN ((annual_bmret#94110165 = NA) OR (annual_bmret#94110165 = null)) THEN null ELSE cast(annual_bmret#94110165 as float) END AS annual_bmret#94110657, CASE WHEN ((annual_ret#94110166 = NA) OR (annual_ret#94110166 = null)) THEN null ELSE cast(annual_ret#94110166 as float) END AS annual_ret#94110659, CASE WHEN ((std_ret#94110167 = NA) OR (std_ret#94110167 = null)) THEN null ELSE cast(std_ret#94110167 as float) END AS std_ret#94110661, CASE WHEN ((Sharpe_ret#94110168 = NA) OR (Sharpe_ret#94110168 = null)) THEN null ELSE cast(Sharpe_ret#94110168 as float) END AS Sharpe_ret#94110663, CASE WHEN ((PctPos_ret#94110169 = NA) OR (PctPos_ret#94110169 = null)) THEN null ELSE cast(PctPos_ret#94110169 as float) END AS PctPos_ret#94110664, CASE WHEN ((TR_ret#94110170 = NA) OR (TR_ret#94110170 = null)) THEN null ELSE cast(TR_ret#94110170 as float) END AS TR_ret#94110666, CASE WHEN ((IR_ret#94110171 = NA) OR (IR_ret#94110171 = null)) THEN null ELSE cast(IR_ret#94110171 as float) END AS IR_ret#94110668, CASE WHEN ((annual_resret#94110172 = NA) OR (annual_resret#94110172 = null)) THEN null ELSE cast(annual_resret#94110172 as float) END AS annual_resret#94110670, CASE WHEN ((std_resret#94110173 = NA) OR (std_resret#94110173 = null)) THEN null ELSE cast(std_resret#94110173 as float) END AS std_resret#94110671, CASE WHEN ((Sharpe_resret#94110174 = NA) OR (Sharpe_resret#94110174 = null)) THEN null ELSE cast(Sharpe_resret#94110174 as float) END AS Sharpe_resret#94110673, CASE WHEN ((PctPos_resret#94110175 = NA) OR (PctPos_resret#94110175 = null)) THEN null ELSE cast(PctPos_resret#94110175 as float) END AS PctPos_resret#94110675, CASE WHEN ((TR_resret#94110176 = NA) OR (TR_resret#94110176 = null)) THEN null ELSE cast(TR_resret#94110176 as float) END AS TR_resret#94110677, CASE WHEN ((IR_resret#94110177 = NA) OR (IR_resret#94110177 = null)) THEN null ELSE cast(IR_resret#94110177 as float) END AS IR_resret#94110679, CASE WHEN ((annual_retnet#94110178 = NA) OR (annual_retnet#94110178 = null)) THEN null ELSE cast(annual_retnet#94110178 as float) END AS annual_retnet#94110680, CASE WHEN ((std_retnet#94110179 = NA) OR (std_retnet#94110179 = null)) THEN null ELSE cast(std_retnet#94110179 as float) END AS std_retnet#94110681, CASE WHEN ((Sharpe_retnet#94110180 = NA) OR (Sharpe_retnet#94110180 = null)) THEN null ELSE cast(Sharpe_retnet#94110180 as float) END AS Sharpe_retnet#94110682, CASE WHEN ((PctPos_retnet#94110181 = NA) OR (PctPos_retnet#94110181 = null)) THEN null ELSE cast(PctPos_retnet#94110181 as float) END AS PctPos_retnet#94110683, CASE WHEN ((TR_retnet#94110182 = NA) OR (TR_retnet#94110182 = null)) THEN null ELSE cast(TR_retnet#94110182 as float) END AS TR_retnet#94110684, CASE WHEN ((IR_retnet#94110183 = NA) OR (IR_retnet#94110183 = null)) THEN null ELSE cast(IR_retnet#94110183 as float) END AS IR_retnet#94110685, ... 2 more fields]
: +- FileScan csv [cap#94110160,retIC#94110161,resretIC#94110162,numcos#94110163,numdates#94110164,annual_bmret#94110165,annual_ret#94110166,std_ret#94110167,Sharpe_ret#94110168,PctPos_ret#94110169,TR_ret#94110170,IR_ret#94110171,annual_resret#94110172,std_resret#94110173,Sharpe_resret#94110174,PctPos_resret#94110175,TR_resret#94110176,IR_resret#94110177,annual_retnet#94110178,std_retnet#94110179,Sharpe_retnet#94110180,PctPos_retnet#94110181,TR_retnet#94110182,IR_retnet#94110183,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/tm1/eatm1_score/stats_..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:string,...
+- *(2) Project [cap#93880528, description#93880533 AS cap_description#94113613, sort#93880531 AS cap_sort#94113614]
+- *(2) Filter isnotnull(cap#93880528)
+- InMemoryTableScan [cap#93880528, description#93880533, sort#93880531], [isnotnull(cap#93880528)]
+- InMemoryRelation [cap#93880528, sort#93880531, description#93880533, universe#93880535], StorageLevel(disk, memory, deserialized, 1 replicas)
+- *(1) Project [CASE WHEN ((cap#93880496 = NA) OR (cap#93880496 = null)) THEN null ELSE cast(cap#93880496 as int) END AS cap#93880528, CASE WHEN (sort#93880498 = null) THEN null ELSE sort#93880498 END AS sort#93880531, CASE WHEN (description#93880500 = null) THEN null ELSE description#93880500 END AS description#93880533, CASE WHEN ((universe#93880502 = NA) OR (universe#93880502 = null)) THEN null ELSE cast(universe#93880502 as int) END AS universe#93880535]
+- FileScan csv [cap#93880496,sort#93880498,description#93880500,universe#93880502] 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#94113614 ASC NULLS FIRST]
(3) InMemoryTableScan
Output [2]: [cap#94110648, turnover#94110686]
Arguments: [cap#94110648, turnover#94110686], [isnotnull(cap#94110648)]
(4) InMemoryRelation
Arguments: [cap#94110648, retIC#94110650, resretIC#94110652, numcos#94110653, numdates#94110655, annual_bmret#94110657, annual_ret#94110659, std_ret#94110661, Sharpe_ret#94110663, PctPos_ret#94110664, TR_ret#94110666, IR_ret#94110668, annual_resret#94110670, std_resret#94110671, Sharpe_resret#94110673, PctPos_resret#94110675, TR_resret#94110677, IR_resret#94110679, annual_retnet#94110680, std_retnet#94110681, Sharpe_retnet#94110682, PctPos_retnet#94110683, TR_retnet#94110684, IR_retnet#94110685, ... 2 more fields], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#94110160 = NA) OR (cap#94110160 = null)) THEN null ELSE cast(cap#94110160 as float) END AS cap#94110648, CASE WHEN ((retIC#94110161 = NA) OR (retIC#94110161 = null)) THEN null ELSE cast(retIC#94110161 as float) END AS retIC#94110650, CASE WHEN ((resretIC#94110162 = NA) OR (resretIC#94110162 = null)) THEN null ELSE cast(resretIC#94110162 as float) END AS resretIC#94110652, CASE WHEN ((numcos#94110163 = NA) OR (numcos#94110163 = null)) THEN null ELSE cast(numcos#94110163 as float) END AS numcos#94110653, CASE WHEN ((numdates#94110164 = NA) OR (numdates#94110164 = null)) THEN null ELSE cast(numdates#94110164 as int) END AS numdates#94110655, CASE WHEN ((annual_bmret#94110165 = NA) OR (annual_bmret#94110165 = null)) THEN null ELSE cast(annual_bmret#94110165 as float) END AS annual_bmret#94110657, CASE WHEN ((annual_ret#94110166 = NA) OR (annual_ret#94110166 = null)) THEN null ELSE cast(annual_ret#94110166 as float) END AS annual_ret#94110659, CASE WHEN ((std_ret#94110167 = NA) OR (std_ret#94110167 = null)) THEN null ELSE cast(std_ret#94110167 as float) END AS std_ret#94110661, CASE WHEN ((Sharpe_ret#94110168 = NA) OR (Sharpe_ret#94110168 = null)) THEN null ELSE cast(Sharpe_ret#94110168 as float) END AS Sharpe_ret#94110663, CASE WHEN ((PctPos_ret#94110169 = NA) OR (PctPos_ret#94110169 = null)) THEN null ELSE cast(PctPos_ret#94110169 as float) END AS PctPos_ret#94110664, CASE WHEN ((TR_ret#94110170 = NA) OR (TR_ret#94110170 = null)) THEN null ELSE cast(TR_ret#94110170 as float) END AS TR_ret#94110666, CASE WHEN ((IR_ret#94110171 = NA) OR (IR_ret#94110171 = null)) THEN null ELSE cast(IR_ret#94110171 as float) END AS IR_ret#94110668, CASE WHEN ((annual_resret#94110172 = NA) OR (annual_resret#94110172 = null)) THEN null ELSE cast(annual_resret#94110172 as float) END AS annual_resret#94110670, CASE WHEN ((std_resret#94110173 = NA) OR (std_resret#94110173 = null)) THEN null ELSE cast(std_resret#94110173 as float) END AS std_resret#94110671, CASE WHEN ((Sharpe_resret#94110174 = NA) OR (Sharpe_resret#94110174 = null)) THEN null ELSE cast(Sharpe_resret#94110174 as float) END AS Sharpe_resret#94110673, CASE WHEN ((PctPos_resret#94110175 = NA) OR (PctPos_resret#94110175 = null)) THEN null ELSE cast(PctPos_resret#94110175 as float) END AS PctPos_resret#94110675, CASE WHEN ((TR_resret#94110176 = NA) OR (TR_resret#94110176 = null)) THEN null ELSE cast(TR_resret#94110176 as float) END AS TR_resret#94110677, CASE WHEN ((IR_resret#94110177 = NA) OR (IR_resret#94110177 = null)) THEN null ELSE cast(IR_resret#94110177 as float) END AS IR_resret#94110679, CASE WHEN ((annual_retnet#94110178 = NA) OR (annual_retnet#94110178 = null)) THEN null ELSE cast(annual_retnet#94110178 as float) END AS annual_retnet#94110680, CASE WHEN ((std_retnet#94110179 = NA) OR (std_retnet#94110179 = null)) THEN null ELSE cast(std_retnet#94110179 as float) END AS std_retnet#94110681, CASE WHEN ((Sharpe_retnet#94110180 = NA) OR (Sharpe_retnet#94110180 = null)) THEN null ELSE cast(Sharpe_retnet#94110180 as float) END AS Sharpe_retnet#94110682, CASE WHEN ((PctPos_retnet#94110181 = NA) OR (PctPos_retnet#94110181 = null)) THEN null ELSE cast(PctPos_retnet#94110181 as float) END AS PctPos_retnet#94110683, CASE WHEN ((TR_retnet#94110182 = NA) OR (TR_retnet#94110182 = null)) THEN null ELSE cast(TR_retnet#94110182 as float) END AS TR_retnet#94110684, CASE WHEN ((IR_retnet#94110183 = NA) OR (IR_retnet#94110183 = null)) THEN null ELSE cast(IR_retnet#94110183 as float) END AS IR_retnet#94110685, ... 2 more fields]
+- FileScan csv [cap#94110160,retIC#94110161,resretIC#94110162,numcos#94110163,numdates#94110164,annual_bmret#94110165,annual_ret#94110166,std_ret#94110167,Sharpe_ret#94110168,PctPos_ret#94110169,TR_ret#94110170,IR_ret#94110171,annual_resret#94110172,std_resret#94110173,Sharpe_resret#94110174,PctPos_resret#94110175,TR_resret#94110176,IR_resret#94110177,annual_retnet#94110178,std_retnet#94110179,Sharpe_retnet#94110180,PctPos_retnet#94110181,TR_retnet#94110182,IR_retnet#94110183,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/tm1/eatm1_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#94110160, retIC#94110161, resretIC#94110162, numcos#94110163, numdates#94110164, annual_bmret#94110165, annual_ret#94110166, std_ret#94110167, Sharpe_ret#94110168, PctPos_ret#94110169, TR_ret#94110170, IR_ret#94110171, annual_resret#94110172, std_resret#94110173, Sharpe_resret#94110174, PctPos_resret#94110175, TR_resret#94110176, IR_resret#94110177, annual_retnet#94110178, std_retnet#94110179, Sharpe_retnet#94110180, PctPos_retnet#94110181, TR_retnet#94110182, IR_retnet#94110183, turnover#94110184, coverage#94110185]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/tm1/eatm1_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#94110160 = NA) OR (cap#94110160 = null)) THEN null ELSE cast(cap#94110160 as float) END AS cap#94110648, CASE WHEN ((retIC#94110161 = NA) OR (retIC#94110161 = null)) THEN null ELSE cast(retIC#94110161 as float) END AS retIC#94110650, CASE WHEN ((resretIC#94110162 = NA) OR (resretIC#94110162 = null)) THEN null ELSE cast(resretIC#94110162 as float) END AS resretIC#94110652, CASE WHEN ((numcos#94110163 = NA) OR (numcos#94110163 = null)) THEN null ELSE cast(numcos#94110163 as float) END AS numcos#94110653, CASE WHEN ((numdates#94110164 = NA) OR (numdates#94110164 = null)) THEN null ELSE cast(numdates#94110164 as int) END AS numdates#94110655, CASE WHEN ((annual_bmret#94110165 = NA) OR (annual_bmret#94110165 = null)) THEN null ELSE cast(annual_bmret#94110165 as float) END AS annual_bmret#94110657, CASE WHEN ((annual_ret#94110166 = NA) OR (annual_ret#94110166 = null)) THEN null ELSE cast(annual_ret#94110166 as float) END AS annual_ret#94110659, CASE WHEN ((std_ret#94110167 = NA) OR (std_ret#94110167 = null)) THEN null ELSE cast(std_ret#94110167 as float) END AS std_ret#94110661, CASE WHEN ((Sharpe_ret#94110168 = NA) OR (Sharpe_ret#94110168 = null)) THEN null ELSE cast(Sharpe_ret#94110168 as float) END AS Sharpe_ret#94110663, CASE WHEN ((PctPos_ret#94110169 = NA) OR (PctPos_ret#94110169 = null)) THEN null ELSE cast(PctPos_ret#94110169 as float) END AS PctPos_ret#94110664, CASE WHEN ((TR_ret#94110170 = NA) OR (TR_ret#94110170 = null)) THEN null ELSE cast(TR_ret#94110170 as float) END AS TR_ret#94110666, CASE WHEN ((IR_ret#94110171 = NA) OR (IR_ret#94110171 = null)) THEN null ELSE cast(IR_ret#94110171 as float) END AS IR_ret#94110668, CASE WHEN ((annual_resret#94110172 = NA) OR (annual_resret#94110172 = null)) THEN null ELSE cast(annual_resret#94110172 as float) END AS annual_resret#94110670, CASE WHEN ((std_resret#94110173 = NA) OR (std_resret#94110173 = null)) THEN null ELSE cast(std_resret#94110173 as float) END AS std_resret#94110671, CASE WHEN ((Sharpe_resret#94110174 = NA) OR (Sharpe_resret#94110174 = null)) THEN null ELSE cast(Sharpe_resret#94110174 as float) END AS Sharpe_resret#94110673, CASE WHEN ((PctPos_resret#94110175 = NA) OR (PctPos_resret#94110175 = null)) THEN null ELSE cast(PctPos_resret#94110175 as float) END AS PctPos_resret#94110675, CASE WHEN ((TR_resret#94110176 = NA) OR (TR_resret#94110176 = null)) THEN null ELSE cast(TR_resret#94110176 as float) END AS TR_resret#94110677, CASE WHEN ((IR_resret#94110177 = NA) OR (IR_resret#94110177 = null)) THEN null ELSE cast(IR_resret#94110177 as float) END AS IR_resret#94110679, CASE WHEN ((annual_retnet#94110178 = NA) OR (annual_retnet#94110178 = null)) THEN null ELSE cast(annual_retnet#94110178 as float) END AS annual_retnet#94110680, CASE WHEN ((std_retnet#94110179 = NA) OR (std_retnet#94110179 = null)) THEN null ELSE cast(std_retnet#94110179 as float) END AS std_retnet#94110681, CASE WHEN ((Sharpe_retnet#94110180 = NA) OR (Sharpe_retnet#94110180 = null)) THEN null ELSE cast(Sharpe_retnet#94110180 as float) END AS Sharpe_retnet#94110682, CASE WHEN ((PctPos_retnet#94110181 = NA) OR (PctPos_retnet#94110181 = null)) THEN null ELSE cast(PctPos_retnet#94110181 as float) END AS PctPos_retnet#94110683, CASE WHEN ((TR_retnet#94110182 = NA) OR (TR_retnet#94110182 = null)) THEN null ELSE cast(TR_retnet#94110182 as float) END AS TR_retnet#94110684, CASE WHEN ((IR_retnet#94110183 = NA) OR (IR_retnet#94110183 = null)) THEN null ELSE cast(IR_retnet#94110183 as float) END AS IR_retnet#94110685, CASE WHEN ((turnover#94110184 = NA) OR (turnover#94110184 = null)) THEN null ELSE cast(turnover#94110184 as float) END AS turnover#94110686, CASE WHEN ((coverage#94110185 = NA) OR (coverage#94110185 = null)) THEN null ELSE cast(coverage#94110185 as float) END AS coverage#94110687]
Input [26]: [cap#94110160, retIC#94110161, resretIC#94110162, numcos#94110163, numdates#94110164, annual_bmret#94110165, annual_ret#94110166, std_ret#94110167, Sharpe_ret#94110168, PctPos_ret#94110169, TR_ret#94110170, IR_ret#94110171, annual_resret#94110172, std_resret#94110173, Sharpe_resret#94110174, PctPos_resret#94110175, TR_resret#94110176, IR_resret#94110177, annual_retnet#94110178, std_retnet#94110179, Sharpe_retnet#94110180, PctPos_retnet#94110181, TR_retnet#94110182, IR_retnet#94110183, turnover#94110184, coverage#94110185]
(7) ColumnarToRow [codegen id : 1]
Input [2]: [cap#94110648, turnover#94110686]
(8) Filter [codegen id : 1]
Input [2]: [cap#94110648, turnover#94110686]
Condition : isnotnull(cap#94110648)
(9) BroadcastExchange
Input [2]: [cap#94110648, turnover#94110686]
Arguments: HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7514300]
(10) InMemoryTableScan
Output [3]: [cap#93880528, description#93880533, sort#93880531]
Arguments: [cap#93880528, description#93880533, sort#93880531], [isnotnull(cap#93880528)]
(11) InMemoryRelation
Arguments: [cap#93880528, sort#93880531, description#93880533, universe#93880535], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#93880496 = NA) OR (cap#93880496 = null)) THEN null ELSE cast(cap#93880496 as int) END AS cap#93880528, CASE WHEN (sort#93880498 = null) THEN null ELSE sort#93880498 END AS sort#93880531, CASE WHEN (description#93880500 = null) THEN null ELSE description#93880500 END AS description#93880533, CASE WHEN ((universe#93880502 = NA) OR (universe#93880502 = null)) THEN null ELSE cast(universe#93880502 as int) END AS universe#93880535]
+- FileScan csv [cap#93880496,sort#93880498,description#93880500,universe#93880502] 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#93880496, sort#93880498, description#93880500, universe#93880502]
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#93880496 = NA) OR (cap#93880496 = null)) THEN null ELSE cast(cap#93880496 as int) END AS cap#93880528, CASE WHEN (sort#93880498 = null) THEN null ELSE sort#93880498 END AS sort#93880531, CASE WHEN (description#93880500 = null) THEN null ELSE description#93880500 END AS description#93880533, CASE WHEN ((universe#93880502 = NA) OR (universe#93880502 = null)) THEN null ELSE cast(universe#93880502 as int) END AS universe#93880535]
Input [4]: [cap#93880496, sort#93880498, description#93880500, universe#93880502]
(14) Filter
Input [3]: [cap#93880528, description#93880533, sort#93880531]
Condition : isnotnull(cap#93880528)
(15) Project
Output [3]: [cap#93880528, description#93880533 AS cap_description#94113613, sort#93880531 AS cap_sort#94113614]
Input [3]: [cap#93880528, description#93880533, sort#93880531]
(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cap#94110648))]
Right keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cast(cap#93880528 as float)))]
Join condition: None
(17) Project [codegen id : 2]
Output [3]: [turnover#94110686, cap_description#94113613 AS cap#94113675, cap_sort#94113614]
Input [5]: [cap#94110648, turnover#94110686, cap#93880528, cap_description#94113613, cap_sort#94113614]
(18) Exchange
Input [3]: [turnover#94110686, cap#94113675, cap_sort#94113614]
Arguments: rangepartitioning(cap_sort#94113614 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7514308]
(19) Sort [codegen id : 3]
Input [3]: [turnover#94110686, cap#94113675, cap_sort#94113614]
Arguments: [cap_sort#94113614 ASC NULLS FIRST], true, 0
(20) Project [codegen id : 3]
Output [3]: [cap#94113675, turnover#94110686, (1.0 / cast(turnover#94110686 as double)) AS days_hold#94113704]
Input [3]: [turnover#94110686, cap#94113675, cap_sort#94113614]
(21) CollectLimit
Input [3]: [cap#94113675, turnover#94110686, days_hold#94113704]
Arguments: 10000