== 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#94769042, turnover#94766695, days_hold#94769097]
Arguments: [cap#94769042, turnover#94766695, days_hold#94769097]
(2) InMemoryRelation
Arguments: [cap#94769042, turnover#94766695, days_hold#94769097], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(3) Project [cap#94769042, turnover#94766695, (1.0 / cast(turnover#94766695 as double)) AS days_hold#94769097]
+- *(3) Sort [cap_sort#94768980 ASC NULLS FIRST], true, 0
+- Exchange rangepartitioning(cap_sort#94768980 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7566201]
+- *(2) Project [turnover#94766695, cap_description#94768979 AS cap#94769042, cap_sort#94768980]
+- *(2) BroadcastHashJoin [knownfloatingpointnormalized(normalizenanandzero(cap#94766441))], [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94694039 as float)))], Inner, BuildLeft, false
:- BroadcastExchange HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7566193]
: +- *(1) Filter isnotnull(cap#94766441)
: +- *(1) ColumnarToRow
: +- InMemoryTableScan [cap#94766441, turnover#94766695], [isnotnull(cap#94766441)]
: +- InMemoryRelation [cap#94766441, retIC#94766445, resretIC#94766450, numcos#94766453, numdates#94766455, annual_bmret#94766461, annual_ret#94766466, std_ret#94766470, Sharpe_ret#94766475, PctPos_ret#94766478, TR_ret#94766481, IR_ret#94766482, annual_resret#94766623, std_resret#94766636, Sharpe_resret#94766637, PctPos_resret#94766649, TR_resret#94766651, IR_resret#94766652, annual_retnet#94766665, std_retnet#94766666, Sharpe_retnet#94766667, PctPos_retnet#94766680, TR_retnet#94766681, IR_retnet#94766682, ... 2 more fields], StorageLevel(disk, memory, deserialized, 1 replicas)
: +- *(1) Project [CASE WHEN ((cap#94766234 = NA) OR (cap#94766234 = null)) THEN null ELSE cast(cap#94766234 as float) END AS cap#94766441, CASE WHEN ((retIC#94766235 = NA) OR (retIC#94766235 = null)) THEN null ELSE cast(retIC#94766235 as float) END AS retIC#94766445, CASE WHEN ((resretIC#94766236 = NA) OR (resretIC#94766236 = null)) THEN null ELSE cast(resretIC#94766236 as float) END AS resretIC#94766450, CASE WHEN ((numcos#94766237 = NA) OR (numcos#94766237 = null)) THEN null ELSE cast(numcos#94766237 as float) END AS numcos#94766453, CASE WHEN ((numdates#94766238 = NA) OR (numdates#94766238 = null)) THEN null ELSE cast(numdates#94766238 as int) END AS numdates#94766455, CASE WHEN ((annual_bmret#94766239 = NA) OR (annual_bmret#94766239 = null)) THEN null ELSE cast(annual_bmret#94766239 as float) END AS annual_bmret#94766461, CASE WHEN ((annual_ret#94766240 = NA) OR (annual_ret#94766240 = null)) THEN null ELSE cast(annual_ret#94766240 as float) END AS annual_ret#94766466, CASE WHEN ((std_ret#94766241 = NA) OR (std_ret#94766241 = null)) THEN null ELSE cast(std_ret#94766241 as float) END AS std_ret#94766470, CASE WHEN ((Sharpe_ret#94766242 = NA) OR (Sharpe_ret#94766242 = null)) THEN null ELSE cast(Sharpe_ret#94766242 as float) END AS Sharpe_ret#94766475, CASE WHEN ((PctPos_ret#94766243 = NA) OR (PctPos_ret#94766243 = null)) THEN null ELSE cast(PctPos_ret#94766243 as float) END AS PctPos_ret#94766478, CASE WHEN ((TR_ret#94766244 = NA) OR (TR_ret#94766244 = null)) THEN null ELSE cast(TR_ret#94766244 as float) END AS TR_ret#94766481, CASE WHEN ((IR_ret#94766245 = NA) OR (IR_ret#94766245 = null)) THEN null ELSE cast(IR_ret#94766245 as float) END AS IR_ret#94766482, CASE WHEN ((annual_resret#94766246 = NA) OR (annual_resret#94766246 = null)) THEN null ELSE cast(annual_resret#94766246 as float) END AS annual_resret#94766623, CASE WHEN ((std_resret#94766247 = NA) OR (std_resret#94766247 = null)) THEN null ELSE cast(std_resret#94766247 as float) END AS std_resret#94766636, CASE WHEN ((Sharpe_resret#94766248 = NA) OR (Sharpe_resret#94766248 = null)) THEN null ELSE cast(Sharpe_resret#94766248 as float) END AS Sharpe_resret#94766637, CASE WHEN ((PctPos_resret#94766249 = NA) OR (PctPos_resret#94766249 = null)) THEN null ELSE cast(PctPos_resret#94766249 as float) END AS PctPos_resret#94766649, CASE WHEN ((TR_resret#94766250 = NA) OR (TR_resret#94766250 = null)) THEN null ELSE cast(TR_resret#94766250 as float) END AS TR_resret#94766651, CASE WHEN ((IR_resret#94766251 = NA) OR (IR_resret#94766251 = null)) THEN null ELSE cast(IR_resret#94766251 as float) END AS IR_resret#94766652, CASE WHEN ((annual_retnet#94766252 = NA) OR (annual_retnet#94766252 = null)) THEN null ELSE cast(annual_retnet#94766252 as float) END AS annual_retnet#94766665, CASE WHEN ((std_retnet#94766253 = NA) OR (std_retnet#94766253 = null)) THEN null ELSE cast(std_retnet#94766253 as float) END AS std_retnet#94766666, CASE WHEN ((Sharpe_retnet#94766254 = NA) OR (Sharpe_retnet#94766254 = null)) THEN null ELSE cast(Sharpe_retnet#94766254 as float) END AS Sharpe_retnet#94766667, CASE WHEN ((PctPos_retnet#94766255 = NA) OR (PctPos_retnet#94766255 = null)) THEN null ELSE cast(PctPos_retnet#94766255 as float) END AS PctPos_retnet#94766680, CASE WHEN ((TR_retnet#94766256 = NA) OR (TR_retnet#94766256 = null)) THEN null ELSE cast(TR_retnet#94766256 as float) END AS TR_retnet#94766681, CASE WHEN ((IR_retnet#94766257 = NA) OR (IR_retnet#94766257 = null)) THEN null ELSE cast(IR_retnet#94766257 as float) END AS IR_retnet#94766682, ... 2 more fields]
: +- FileScan csv [cap#94766234,retIC#94766235,resretIC#94766236,numcos#94766237,numdates#94766238,annual_bmret#94766239,annual_ret#94766240,std_ret#94766241,Sharpe_ret#94766242,PctPos_ret#94766243,TR_ret#94766244,IR_ret#94766245,annual_resret#94766246,std_resret#94766247,Sharpe_resret#94766248,PctPos_resret#94766249,TR_resret#94766250,IR_resret#94766251,annual_retnet#94766252,std_retnet#94766253,Sharpe_retnet#94766254,PctPos_retnet#94766255,TR_retnet#94766256,IR_retnet#94766257,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/esg_innovation/innovat..., 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#94768979, sort#94694042 AS cap_sort#94768980]
+- *(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#94768980 ASC NULLS FIRST]
(3) InMemoryTableScan
Output [2]: [cap#94766441, turnover#94766695]
Arguments: [cap#94766441, turnover#94766695], [isnotnull(cap#94766441)]
(4) InMemoryRelation
Arguments: [cap#94766441, retIC#94766445, resretIC#94766450, numcos#94766453, numdates#94766455, annual_bmret#94766461, annual_ret#94766466, std_ret#94766470, Sharpe_ret#94766475, PctPos_ret#94766478, TR_ret#94766481, IR_ret#94766482, annual_resret#94766623, std_resret#94766636, Sharpe_resret#94766637, PctPos_resret#94766649, TR_resret#94766651, IR_resret#94766652, annual_retnet#94766665, std_retnet#94766666, Sharpe_retnet#94766667, PctPos_retnet#94766680, TR_retnet#94766681, IR_retnet#94766682, ... 2 more fields], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#94766234 = NA) OR (cap#94766234 = null)) THEN null ELSE cast(cap#94766234 as float) END AS cap#94766441, CASE WHEN ((retIC#94766235 = NA) OR (retIC#94766235 = null)) THEN null ELSE cast(retIC#94766235 as float) END AS retIC#94766445, CASE WHEN ((resretIC#94766236 = NA) OR (resretIC#94766236 = null)) THEN null ELSE cast(resretIC#94766236 as float) END AS resretIC#94766450, CASE WHEN ((numcos#94766237 = NA) OR (numcos#94766237 = null)) THEN null ELSE cast(numcos#94766237 as float) END AS numcos#94766453, CASE WHEN ((numdates#94766238 = NA) OR (numdates#94766238 = null)) THEN null ELSE cast(numdates#94766238 as int) END AS numdates#94766455, CASE WHEN ((annual_bmret#94766239 = NA) OR (annual_bmret#94766239 = null)) THEN null ELSE cast(annual_bmret#94766239 as float) END AS annual_bmret#94766461, CASE WHEN ((annual_ret#94766240 = NA) OR (annual_ret#94766240 = null)) THEN null ELSE cast(annual_ret#94766240 as float) END AS annual_ret#94766466, CASE WHEN ((std_ret#94766241 = NA) OR (std_ret#94766241 = null)) THEN null ELSE cast(std_ret#94766241 as float) END AS std_ret#94766470, CASE WHEN ((Sharpe_ret#94766242 = NA) OR (Sharpe_ret#94766242 = null)) THEN null ELSE cast(Sharpe_ret#94766242 as float) END AS Sharpe_ret#94766475, CASE WHEN ((PctPos_ret#94766243 = NA) OR (PctPos_ret#94766243 = null)) THEN null ELSE cast(PctPos_ret#94766243 as float) END AS PctPos_ret#94766478, CASE WHEN ((TR_ret#94766244 = NA) OR (TR_ret#94766244 = null)) THEN null ELSE cast(TR_ret#94766244 as float) END AS TR_ret#94766481, CASE WHEN ((IR_ret#94766245 = NA) OR (IR_ret#94766245 = null)) THEN null ELSE cast(IR_ret#94766245 as float) END AS IR_ret#94766482, CASE WHEN ((annual_resret#94766246 = NA) OR (annual_resret#94766246 = null)) THEN null ELSE cast(annual_resret#94766246 as float) END AS annual_resret#94766623, CASE WHEN ((std_resret#94766247 = NA) OR (std_resret#94766247 = null)) THEN null ELSE cast(std_resret#94766247 as float) END AS std_resret#94766636, CASE WHEN ((Sharpe_resret#94766248 = NA) OR (Sharpe_resret#94766248 = null)) THEN null ELSE cast(Sharpe_resret#94766248 as float) END AS Sharpe_resret#94766637, CASE WHEN ((PctPos_resret#94766249 = NA) OR (PctPos_resret#94766249 = null)) THEN null ELSE cast(PctPos_resret#94766249 as float) END AS PctPos_resret#94766649, CASE WHEN ((TR_resret#94766250 = NA) OR (TR_resret#94766250 = null)) THEN null ELSE cast(TR_resret#94766250 as float) END AS TR_resret#94766651, CASE WHEN ((IR_resret#94766251 = NA) OR (IR_resret#94766251 = null)) THEN null ELSE cast(IR_resret#94766251 as float) END AS IR_resret#94766652, CASE WHEN ((annual_retnet#94766252 = NA) OR (annual_retnet#94766252 = null)) THEN null ELSE cast(annual_retnet#94766252 as float) END AS annual_retnet#94766665, CASE WHEN ((std_retnet#94766253 = NA) OR (std_retnet#94766253 = null)) THEN null ELSE cast(std_retnet#94766253 as float) END AS std_retnet#94766666, CASE WHEN ((Sharpe_retnet#94766254 = NA) OR (Sharpe_retnet#94766254 = null)) THEN null ELSE cast(Sharpe_retnet#94766254 as float) END AS Sharpe_retnet#94766667, CASE WHEN ((PctPos_retnet#94766255 = NA) OR (PctPos_retnet#94766255 = null)) THEN null ELSE cast(PctPos_retnet#94766255 as float) END AS PctPos_retnet#94766680, CASE WHEN ((TR_retnet#94766256 = NA) OR (TR_retnet#94766256 = null)) THEN null ELSE cast(TR_retnet#94766256 as float) END AS TR_retnet#94766681, CASE WHEN ((IR_retnet#94766257 = NA) OR (IR_retnet#94766257 = null)) THEN null ELSE cast(IR_retnet#94766257 as float) END AS IR_retnet#94766682, ... 2 more fields]
+- FileScan csv [cap#94766234,retIC#94766235,resretIC#94766236,numcos#94766237,numdates#94766238,annual_bmret#94766239,annual_ret#94766240,std_ret#94766241,Sharpe_ret#94766242,PctPos_ret#94766243,TR_ret#94766244,IR_ret#94766245,annual_resret#94766246,std_resret#94766247,Sharpe_resret#94766248,PctPos_resret#94766249,TR_resret#94766250,IR_resret#94766251,annual_retnet#94766252,std_retnet#94766253,Sharpe_retnet#94766254,PctPos_retnet#94766255,TR_retnet#94766256,IR_retnet#94766257,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/esg_innovation/innovat..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:string,...
,None)
(5) Scan csv
Output [26]: [cap#94766234, retIC#94766235, resretIC#94766236, numcos#94766237, numdates#94766238, annual_bmret#94766239, annual_ret#94766240, std_ret#94766241, Sharpe_ret#94766242, PctPos_ret#94766243, TR_ret#94766244, IR_ret#94766245, annual_resret#94766246, std_resret#94766247, Sharpe_resret#94766248, PctPos_resret#94766249, TR_resret#94766250, IR_resret#94766251, annual_retnet#94766252, std_retnet#94766253, Sharpe_retnet#94766254, PctPos_retnet#94766255, TR_retnet#94766256, IR_retnet#94766257, turnover#94766258, coverage#94766259]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/esg_innovation/innovation/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#94766234 = NA) OR (cap#94766234 = null)) THEN null ELSE cast(cap#94766234 as float) END AS cap#94766441, CASE WHEN ((retIC#94766235 = NA) OR (retIC#94766235 = null)) THEN null ELSE cast(retIC#94766235 as float) END AS retIC#94766445, CASE WHEN ((resretIC#94766236 = NA) OR (resretIC#94766236 = null)) THEN null ELSE cast(resretIC#94766236 as float) END AS resretIC#94766450, CASE WHEN ((numcos#94766237 = NA) OR (numcos#94766237 = null)) THEN null ELSE cast(numcos#94766237 as float) END AS numcos#94766453, CASE WHEN ((numdates#94766238 = NA) OR (numdates#94766238 = null)) THEN null ELSE cast(numdates#94766238 as int) END AS numdates#94766455, CASE WHEN ((annual_bmret#94766239 = NA) OR (annual_bmret#94766239 = null)) THEN null ELSE cast(annual_bmret#94766239 as float) END AS annual_bmret#94766461, CASE WHEN ((annual_ret#94766240 = NA) OR (annual_ret#94766240 = null)) THEN null ELSE cast(annual_ret#94766240 as float) END AS annual_ret#94766466, CASE WHEN ((std_ret#94766241 = NA) OR (std_ret#94766241 = null)) THEN null ELSE cast(std_ret#94766241 as float) END AS std_ret#94766470, CASE WHEN ((Sharpe_ret#94766242 = NA) OR (Sharpe_ret#94766242 = null)) THEN null ELSE cast(Sharpe_ret#94766242 as float) END AS Sharpe_ret#94766475, CASE WHEN ((PctPos_ret#94766243 = NA) OR (PctPos_ret#94766243 = null)) THEN null ELSE cast(PctPos_ret#94766243 as float) END AS PctPos_ret#94766478, CASE WHEN ((TR_ret#94766244 = NA) OR (TR_ret#94766244 = null)) THEN null ELSE cast(TR_ret#94766244 as float) END AS TR_ret#94766481, CASE WHEN ((IR_ret#94766245 = NA) OR (IR_ret#94766245 = null)) THEN null ELSE cast(IR_ret#94766245 as float) END AS IR_ret#94766482, CASE WHEN ((annual_resret#94766246 = NA) OR (annual_resret#94766246 = null)) THEN null ELSE cast(annual_resret#94766246 as float) END AS annual_resret#94766623, CASE WHEN ((std_resret#94766247 = NA) OR (std_resret#94766247 = null)) THEN null ELSE cast(std_resret#94766247 as float) END AS std_resret#94766636, CASE WHEN ((Sharpe_resret#94766248 = NA) OR (Sharpe_resret#94766248 = null)) THEN null ELSE cast(Sharpe_resret#94766248 as float) END AS Sharpe_resret#94766637, CASE WHEN ((PctPos_resret#94766249 = NA) OR (PctPos_resret#94766249 = null)) THEN null ELSE cast(PctPos_resret#94766249 as float) END AS PctPos_resret#94766649, CASE WHEN ((TR_resret#94766250 = NA) OR (TR_resret#94766250 = null)) THEN null ELSE cast(TR_resret#94766250 as float) END AS TR_resret#94766651, CASE WHEN ((IR_resret#94766251 = NA) OR (IR_resret#94766251 = null)) THEN null ELSE cast(IR_resret#94766251 as float) END AS IR_resret#94766652, CASE WHEN ((annual_retnet#94766252 = NA) OR (annual_retnet#94766252 = null)) THEN null ELSE cast(annual_retnet#94766252 as float) END AS annual_retnet#94766665, CASE WHEN ((std_retnet#94766253 = NA) OR (std_retnet#94766253 = null)) THEN null ELSE cast(std_retnet#94766253 as float) END AS std_retnet#94766666, CASE WHEN ((Sharpe_retnet#94766254 = NA) OR (Sharpe_retnet#94766254 = null)) THEN null ELSE cast(Sharpe_retnet#94766254 as float) END AS Sharpe_retnet#94766667, CASE WHEN ((PctPos_retnet#94766255 = NA) OR (PctPos_retnet#94766255 = null)) THEN null ELSE cast(PctPos_retnet#94766255 as float) END AS PctPos_retnet#94766680, CASE WHEN ((TR_retnet#94766256 = NA) OR (TR_retnet#94766256 = null)) THEN null ELSE cast(TR_retnet#94766256 as float) END AS TR_retnet#94766681, CASE WHEN ((IR_retnet#94766257 = NA) OR (IR_retnet#94766257 = null)) THEN null ELSE cast(IR_retnet#94766257 as float) END AS IR_retnet#94766682, CASE WHEN ((turnover#94766258 = NA) OR (turnover#94766258 = null)) THEN null ELSE cast(turnover#94766258 as float) END AS turnover#94766695, CASE WHEN ((coverage#94766259 = NA) OR (coverage#94766259 = null)) THEN null ELSE cast(coverage#94766259 as float) END AS coverage#94766696]
Input [26]: [cap#94766234, retIC#94766235, resretIC#94766236, numcos#94766237, numdates#94766238, annual_bmret#94766239, annual_ret#94766240, std_ret#94766241, Sharpe_ret#94766242, PctPos_ret#94766243, TR_ret#94766244, IR_ret#94766245, annual_resret#94766246, std_resret#94766247, Sharpe_resret#94766248, PctPos_resret#94766249, TR_resret#94766250, IR_resret#94766251, annual_retnet#94766252, std_retnet#94766253, Sharpe_retnet#94766254, PctPos_retnet#94766255, TR_retnet#94766256, IR_retnet#94766257, turnover#94766258, coverage#94766259]
(7) ColumnarToRow [codegen id : 1]
Input [2]: [cap#94766441, turnover#94766695]
(8) Filter [codegen id : 1]
Input [2]: [cap#94766441, turnover#94766695]
Condition : isnotnull(cap#94766441)
(9) BroadcastExchange
Input [2]: [cap#94766441, turnover#94766695]
Arguments: HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7566193]
(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#94768979, sort#94694042 AS cap_sort#94768980]
Input [3]: [cap#94694039, description#94694044, sort#94694042]
(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cap#94766441))]
Right keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94694039 as float)))]
Join condition: None
(17) Project [codegen id : 2]
Output [3]: [turnover#94766695, cap_description#94768979 AS cap#94769042, cap_sort#94768980]
Input [5]: [cap#94766441, turnover#94766695, cap#94694039, cap_description#94768979, cap_sort#94768980]
(18) Exchange
Input [3]: [turnover#94766695, cap#94769042, cap_sort#94768980]
Arguments: rangepartitioning(cap_sort#94768980 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7566201]
(19) Sort [codegen id : 3]
Input [3]: [turnover#94766695, cap#94769042, cap_sort#94768980]
Arguments: [cap_sort#94768980 ASC NULLS FIRST], true, 0
(20) Project [codegen id : 3]
Output [3]: [cap#94769042, turnover#94766695, (1.0 / cast(turnover#94766695 as double)) AS days_hold#94769097]
Input [3]: [turnover#94766695, cap#94769042, cap_sort#94768980]
(21) CollectLimit
Input [3]: [cap#94769042, turnover#94766695, days_hold#94769097]
Arguments: 1000000