== Physical Plan ==
CollectLimit (20)
+- InMemoryTableScan (1)
+- InMemoryRelation (2)
+- * Sort (19)
+- Exchange (18)
+- * Project (17)
+- * BroadcastHashJoin Inner BuildRight (16)
:- * Project (9)
: +- * Filter (8)
: +- * ColumnarToRow (7)
: +- InMemoryTableScan (3)
: +- InMemoryRelation (4)
: +- * Project (6)
: +- Scan csv (5)
+- BroadcastExchange (15)
+- * Filter (14)
+- InMemoryTableScan (10)
+- InMemoryRelation (11)
+- * Project (13)
+- Scan csv (12)
(1) InMemoryTableScan
Output [7]: [sector_id#94296502, numcos#94296517, numdates#94296518, sort#94160419, description#94160423, universe#94296863, coverage#94296727]
Arguments: [sector_id#94296502, numcos#94296517, numdates#94296518, sort#94160419, description#94160423, universe#94296863, coverage#94296727]
(2) InMemoryRelation
Arguments: [sector_id#94296502, numcos#94296517, numdates#94296518, sort#94160419, description#94160423, universe#94296863, coverage#94296727], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(3) Sort [sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST], true, 0
+- Exchange rangepartitioning(sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7528808]
+- *(2) Project [sector_id#94296502, numcos#94296517, numdates#94296518, sort#94160419, description#94160423, universe#94296863, coverage#94296727]
+- *(2) BroadcastHashJoin [sector_id#94296502], [sector_id#94160418], Inner, BuildRight, false
:- *(2) Project [sector_id#94296502, numcos#94296517, numdates#94296518, coverage#94296727, round((cast(numcos#94296517 as double) / cast(coverage#94296727 as double)), 0) AS universe#94296863]
: +- *(2) Filter isnotnull(sector_id#94296502)
: +- *(2) ColumnarToRow
: +- InMemoryTableScan [coverage#94296727, numcos#94296517, numdates#94296518, sector_id#94296502], [isnotnull(sector_id#94296502)]
: +- InMemoryRelation [sector_id#94296502, retIC#94296503, resretIC#94296516, numcos#94296517, numdates#94296518, annual_bmret#94296519, annual_ret#94296520, std_ret#94296522, Sharpe_ret#94296524, PctPos_ret#94296526, TR_ret#94296528, IR_ret#94296530, annual_resret#94296533, std_resret#94296561, Sharpe_resret#94296589, PctPos_resret#94296646, TR_resret#94296648, IR_resret#94296650, annual_retnet#94296652, std_retnet#94296654, Sharpe_retnet#94296668, PctPos_retnet#94296683, TR_retnet#94296696, IR_retnet#94296699, ... 2 more fields], StorageLevel(disk, memory, deserialized, 1 replicas)
: +- *(1) Project [CASE WHEN ((sector_id#94296264 = NA) OR (sector_id#94296264 = null)) THEN null ELSE cast(sector_id#94296264 as int) END AS sector_id#94296502, CASE WHEN ((retIC#94296265 = NA) OR (retIC#94296265 = null)) THEN null ELSE cast(retIC#94296265 as float) END AS retIC#94296503, CASE WHEN ((resretIC#94296266 = NA) OR (resretIC#94296266 = null)) THEN null ELSE cast(resretIC#94296266 as float) END AS resretIC#94296516, CASE WHEN ((numcos#94296267 = NA) OR (numcos#94296267 = null)) THEN null ELSE cast(numcos#94296267 as float) END AS numcos#94296517, CASE WHEN ((numdates#94296268 = NA) OR (numdates#94296268 = null)) THEN null ELSE cast(numdates#94296268 as int) END AS numdates#94296518, CASE WHEN ((annual_bmret#94296269 = NA) OR (annual_bmret#94296269 = null)) THEN null ELSE cast(annual_bmret#94296269 as float) END AS annual_bmret#94296519, CASE WHEN ((annual_ret#94296270 = NA) OR (annual_ret#94296270 = null)) THEN null ELSE cast(annual_ret#94296270 as float) END AS annual_ret#94296520, CASE WHEN ((std_ret#94296271 = NA) OR (std_ret#94296271 = null)) THEN null ELSE cast(std_ret#94296271 as float) END AS std_ret#94296522, CASE WHEN ((Sharpe_ret#94296272 = NA) OR (Sharpe_ret#94296272 = null)) THEN null ELSE cast(Sharpe_ret#94296272 as float) END AS Sharpe_ret#94296524, CASE WHEN ((PctPos_ret#94296273 = NA) OR (PctPos_ret#94296273 = null)) THEN null ELSE cast(PctPos_ret#94296273 as float) END AS PctPos_ret#94296526, CASE WHEN ((TR_ret#94296274 = NA) OR (TR_ret#94296274 = null)) THEN null ELSE cast(TR_ret#94296274 as float) END AS TR_ret#94296528, CASE WHEN ((IR_ret#94296275 = NA) OR (IR_ret#94296275 = null)) THEN null ELSE cast(IR_ret#94296275 as float) END AS IR_ret#94296530, CASE WHEN ((annual_resret#94296276 = NA) OR (annual_resret#94296276 = null)) THEN null ELSE cast(annual_resret#94296276 as float) END AS annual_resret#94296533, CASE WHEN ((std_resret#94296277 = NA) OR (std_resret#94296277 = null)) THEN null ELSE cast(std_resret#94296277 as float) END AS std_resret#94296561, CASE WHEN ((Sharpe_resret#94296278 = NA) OR (Sharpe_resret#94296278 = null)) THEN null ELSE cast(Sharpe_resret#94296278 as float) END AS Sharpe_resret#94296589, CASE WHEN ((PctPos_resret#94296279 = NA) OR (PctPos_resret#94296279 = null)) THEN null ELSE cast(PctPos_resret#94296279 as float) END AS PctPos_resret#94296646, CASE WHEN ((TR_resret#94296280 = NA) OR (TR_resret#94296280 = null)) THEN null ELSE cast(TR_resret#94296280 as float) END AS TR_resret#94296648, CASE WHEN ((IR_resret#94296281 = NA) OR (IR_resret#94296281 = null)) THEN null ELSE cast(IR_resret#94296281 as float) END AS IR_resret#94296650, CASE WHEN ((annual_retnet#94296282 = NA) OR (annual_retnet#94296282 = null)) THEN null ELSE cast(annual_retnet#94296282 as float) END AS annual_retnet#94296652, CASE WHEN ((std_retnet#94296283 = NA) OR (std_retnet#94296283 = null)) THEN null ELSE cast(std_retnet#94296283 as float) END AS std_retnet#94296654, CASE WHEN ((Sharpe_retnet#94296284 = NA) OR (Sharpe_retnet#94296284 = null)) THEN null ELSE cast(Sharpe_retnet#94296284 as float) END AS Sharpe_retnet#94296668, CASE WHEN ((PctPos_retnet#94296285 = NA) OR (PctPos_retnet#94296285 = null)) THEN null ELSE cast(PctPos_retnet#94296285 as float) END AS PctPos_retnet#94296683, CASE WHEN ((TR_retnet#94296286 = NA) OR (TR_retnet#94296286 = null)) THEN null ELSE cast(TR_retnet#94296286 as float) END AS TR_retnet#94296696, CASE WHEN ((IR_retnet#94296287 = NA) OR (IR_retnet#94296287 = null)) THEN null ELSE cast(IR_retnet#94296287 as float) END AS IR_retnet#94296699, ... 2 more fields]
: +- FileScan csv [sector_id#94296264,retIC#94296265,resretIC#94296266,numcos#94296267,numdates#94296268,annual_bmret#94296269,annual_ret#94296270,std_ret#94296271,Sharpe_ret#94296272,PctPos_ret#94296273,TR_ret#94296274,IR_ret#94296275,annual_resret#94296276,std_resret#94296277,Sharpe_resret#94296278,PctPos_resret#94296279,TR_resret#94296280,IR_resret#94296281,annual_retnet#94296282,std_retnet#94296283,Sharpe_retnet#94296284,PctPos_retnet#94296285,TR_retnet#94296286,IR_retnet#94296287,... 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<sector_id:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:s...
+- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#7528803]
+- *(1) Filter isnotnull(sector_id#94160418)
+- InMemoryTableScan [sector_id#94160418, sort#94160419, description#94160423], [isnotnull(sector_id#94160418)]
+- InMemoryRelation [sector_id#94160418, sort#94160419, description#94160423, universe#94160424], StorageLevel(disk, memory, deserialized, 1 replicas)
+- *(1) Project [CASE WHEN ((sector_id#94160398 = NA) OR (sector_id#94160398 = null)) THEN null ELSE cast(sector_id#94160398 as int) END AS sector_id#94160418, CASE WHEN (sort#94160399 = null) THEN null ELSE sort#94160399 END AS sort#94160419, CASE WHEN (description#94160400 = null) THEN null ELSE description#94160400 END AS description#94160423, CASE WHEN ((universe#94160401 = NA) OR (universe#94160401 = null)) THEN null ELSE cast(universe#94160401 as int) END AS universe#94160424]
+- FileScan csv [sector_id#94160398,sort#94160399,description#94160400,universe#94160401] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/curate/curate_sector.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<sector_id:string,sort:string,description:string,universe:string>
,None), [sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST]
(3) InMemoryTableScan
Output [4]: [coverage#94296727, numcos#94296517, numdates#94296518, sector_id#94296502]
Arguments: [coverage#94296727, numcos#94296517, numdates#94296518, sector_id#94296502], [isnotnull(sector_id#94296502)]
(4) InMemoryRelation
Arguments: [sector_id#94296502, retIC#94296503, resretIC#94296516, numcos#94296517, numdates#94296518, annual_bmret#94296519, annual_ret#94296520, std_ret#94296522, Sharpe_ret#94296524, PctPos_ret#94296526, TR_ret#94296528, IR_ret#94296530, annual_resret#94296533, std_resret#94296561, Sharpe_resret#94296589, PctPos_resret#94296646, TR_resret#94296648, IR_resret#94296650, annual_retnet#94296652, std_retnet#94296654, Sharpe_retnet#94296668, PctPos_retnet#94296683, TR_retnet#94296696, IR_retnet#94296699, ... 2 more fields], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((sector_id#94296264 = NA) OR (sector_id#94296264 = null)) THEN null ELSE cast(sector_id#94296264 as int) END AS sector_id#94296502, CASE WHEN ((retIC#94296265 = NA) OR (retIC#94296265 = null)) THEN null ELSE cast(retIC#94296265 as float) END AS retIC#94296503, CASE WHEN ((resretIC#94296266 = NA) OR (resretIC#94296266 = null)) THEN null ELSE cast(resretIC#94296266 as float) END AS resretIC#94296516, CASE WHEN ((numcos#94296267 = NA) OR (numcos#94296267 = null)) THEN null ELSE cast(numcos#94296267 as float) END AS numcos#94296517, CASE WHEN ((numdates#94296268 = NA) OR (numdates#94296268 = null)) THEN null ELSE cast(numdates#94296268 as int) END AS numdates#94296518, CASE WHEN ((annual_bmret#94296269 = NA) OR (annual_bmret#94296269 = null)) THEN null ELSE cast(annual_bmret#94296269 as float) END AS annual_bmret#94296519, CASE WHEN ((annual_ret#94296270 = NA) OR (annual_ret#94296270 = null)) THEN null ELSE cast(annual_ret#94296270 as float) END AS annual_ret#94296520, CASE WHEN ((std_ret#94296271 = NA) OR (std_ret#94296271 = null)) THEN null ELSE cast(std_ret#94296271 as float) END AS std_ret#94296522, CASE WHEN ((Sharpe_ret#94296272 = NA) OR (Sharpe_ret#94296272 = null)) THEN null ELSE cast(Sharpe_ret#94296272 as float) END AS Sharpe_ret#94296524, CASE WHEN ((PctPos_ret#94296273 = NA) OR (PctPos_ret#94296273 = null)) THEN null ELSE cast(PctPos_ret#94296273 as float) END AS PctPos_ret#94296526, CASE WHEN ((TR_ret#94296274 = NA) OR (TR_ret#94296274 = null)) THEN null ELSE cast(TR_ret#94296274 as float) END AS TR_ret#94296528, CASE WHEN ((IR_ret#94296275 = NA) OR (IR_ret#94296275 = null)) THEN null ELSE cast(IR_ret#94296275 as float) END AS IR_ret#94296530, CASE WHEN ((annual_resret#94296276 = NA) OR (annual_resret#94296276 = null)) THEN null ELSE cast(annual_resret#94296276 as float) END AS annual_resret#94296533, CASE WHEN ((std_resret#94296277 = NA) OR (std_resret#94296277 = null)) THEN null ELSE cast(std_resret#94296277 as float) END AS std_resret#94296561, CASE WHEN ((Sharpe_resret#94296278 = NA) OR (Sharpe_resret#94296278 = null)) THEN null ELSE cast(Sharpe_resret#94296278 as float) END AS Sharpe_resret#94296589, CASE WHEN ((PctPos_resret#94296279 = NA) OR (PctPos_resret#94296279 = null)) THEN null ELSE cast(PctPos_resret#94296279 as float) END AS PctPos_resret#94296646, CASE WHEN ((TR_resret#94296280 = NA) OR (TR_resret#94296280 = null)) THEN null ELSE cast(TR_resret#94296280 as float) END AS TR_resret#94296648, CASE WHEN ((IR_resret#94296281 = NA) OR (IR_resret#94296281 = null)) THEN null ELSE cast(IR_resret#94296281 as float) END AS IR_resret#94296650, CASE WHEN ((annual_retnet#94296282 = NA) OR (annual_retnet#94296282 = null)) THEN null ELSE cast(annual_retnet#94296282 as float) END AS annual_retnet#94296652, CASE WHEN ((std_retnet#94296283 = NA) OR (std_retnet#94296283 = null)) THEN null ELSE cast(std_retnet#94296283 as float) END AS std_retnet#94296654, CASE WHEN ((Sharpe_retnet#94296284 = NA) OR (Sharpe_retnet#94296284 = null)) THEN null ELSE cast(Sharpe_retnet#94296284 as float) END AS Sharpe_retnet#94296668, CASE WHEN ((PctPos_retnet#94296285 = NA) OR (PctPos_retnet#94296285 = null)) THEN null ELSE cast(PctPos_retnet#94296285 as float) END AS PctPos_retnet#94296683, CASE WHEN ((TR_retnet#94296286 = NA) OR (TR_retnet#94296286 = null)) THEN null ELSE cast(TR_retnet#94296286 as float) END AS TR_retnet#94296696, CASE WHEN ((IR_retnet#94296287 = NA) OR (IR_retnet#94296287 = null)) THEN null ELSE cast(IR_retnet#94296287 as float) END AS IR_retnet#94296699, ... 2 more fields]
+- FileScan csv [sector_id#94296264,retIC#94296265,resretIC#94296266,numcos#94296267,numdates#94296268,annual_bmret#94296269,annual_ret#94296270,std_ret#94296271,Sharpe_ret#94296272,PctPos_ret#94296273,TR_ret#94296274,IR_ret#94296275,annual_resret#94296276,std_resret#94296277,Sharpe_resret#94296278,PctPos_resret#94296279,TR_resret#94296280,IR_resret#94296281,annual_retnet#94296282,std_retnet#94296283,Sharpe_retnet#94296284,PctPos_retnet#94296285,TR_retnet#94296286,IR_retnet#94296287,... 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<sector_id:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:s...
,None)
(5) Scan csv
Output [26]: [sector_id#94296264, retIC#94296265, resretIC#94296266, numcos#94296267, numdates#94296268, annual_bmret#94296269, annual_ret#94296270, std_ret#94296271, Sharpe_ret#94296272, PctPos_ret#94296273, TR_ret#94296274, IR_ret#94296275, annual_resret#94296276, std_resret#94296277, Sharpe_resret#94296278, PctPos_resret#94296279, TR_resret#94296280, IR_resret#94296281, annual_retnet#94296282, std_retnet#94296283, Sharpe_retnet#94296284, PctPos_retnet#94296285, TR_retnet#94296286, IR_retnet#94296287, turnover#94296288, coverage#94296289]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/esg_innovation/innovation/stats_sector_id.csv]
ReadSchema: struct<sector_id: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 ((sector_id#94296264 = NA) OR (sector_id#94296264 = null)) THEN null ELSE cast(sector_id#94296264 as int) END AS sector_id#94296502, CASE WHEN ((retIC#94296265 = NA) OR (retIC#94296265 = null)) THEN null ELSE cast(retIC#94296265 as float) END AS retIC#94296503, CASE WHEN ((resretIC#94296266 = NA) OR (resretIC#94296266 = null)) THEN null ELSE cast(resretIC#94296266 as float) END AS resretIC#94296516, CASE WHEN ((numcos#94296267 = NA) OR (numcos#94296267 = null)) THEN null ELSE cast(numcos#94296267 as float) END AS numcos#94296517, CASE WHEN ((numdates#94296268 = NA) OR (numdates#94296268 = null)) THEN null ELSE cast(numdates#94296268 as int) END AS numdates#94296518, CASE WHEN ((annual_bmret#94296269 = NA) OR (annual_bmret#94296269 = null)) THEN null ELSE cast(annual_bmret#94296269 as float) END AS annual_bmret#94296519, CASE WHEN ((annual_ret#94296270 = NA) OR (annual_ret#94296270 = null)) THEN null ELSE cast(annual_ret#94296270 as float) END AS annual_ret#94296520, CASE WHEN ((std_ret#94296271 = NA) OR (std_ret#94296271 = null)) THEN null ELSE cast(std_ret#94296271 as float) END AS std_ret#94296522, CASE WHEN ((Sharpe_ret#94296272 = NA) OR (Sharpe_ret#94296272 = null)) THEN null ELSE cast(Sharpe_ret#94296272 as float) END AS Sharpe_ret#94296524, CASE WHEN ((PctPos_ret#94296273 = NA) OR (PctPos_ret#94296273 = null)) THEN null ELSE cast(PctPos_ret#94296273 as float) END AS PctPos_ret#94296526, CASE WHEN ((TR_ret#94296274 = NA) OR (TR_ret#94296274 = null)) THEN null ELSE cast(TR_ret#94296274 as float) END AS TR_ret#94296528, CASE WHEN ((IR_ret#94296275 = NA) OR (IR_ret#94296275 = null)) THEN null ELSE cast(IR_ret#94296275 as float) END AS IR_ret#94296530, CASE WHEN ((annual_resret#94296276 = NA) OR (annual_resret#94296276 = null)) THEN null ELSE cast(annual_resret#94296276 as float) END AS annual_resret#94296533, CASE WHEN ((std_resret#94296277 = NA) OR (std_resret#94296277 = null)) THEN null ELSE cast(std_resret#94296277 as float) END AS std_resret#94296561, CASE WHEN ((Sharpe_resret#94296278 = NA) OR (Sharpe_resret#94296278 = null)) THEN null ELSE cast(Sharpe_resret#94296278 as float) END AS Sharpe_resret#94296589, CASE WHEN ((PctPos_resret#94296279 = NA) OR (PctPos_resret#94296279 = null)) THEN null ELSE cast(PctPos_resret#94296279 as float) END AS PctPos_resret#94296646, CASE WHEN ((TR_resret#94296280 = NA) OR (TR_resret#94296280 = null)) THEN null ELSE cast(TR_resret#94296280 as float) END AS TR_resret#94296648, CASE WHEN ((IR_resret#94296281 = NA) OR (IR_resret#94296281 = null)) THEN null ELSE cast(IR_resret#94296281 as float) END AS IR_resret#94296650, CASE WHEN ((annual_retnet#94296282 = NA) OR (annual_retnet#94296282 = null)) THEN null ELSE cast(annual_retnet#94296282 as float) END AS annual_retnet#94296652, CASE WHEN ((std_retnet#94296283 = NA) OR (std_retnet#94296283 = null)) THEN null ELSE cast(std_retnet#94296283 as float) END AS std_retnet#94296654, CASE WHEN ((Sharpe_retnet#94296284 = NA) OR (Sharpe_retnet#94296284 = null)) THEN null ELSE cast(Sharpe_retnet#94296284 as float) END AS Sharpe_retnet#94296668, CASE WHEN ((PctPos_retnet#94296285 = NA) OR (PctPos_retnet#94296285 = null)) THEN null ELSE cast(PctPos_retnet#94296285 as float) END AS PctPos_retnet#94296683, CASE WHEN ((TR_retnet#94296286 = NA) OR (TR_retnet#94296286 = null)) THEN null ELSE cast(TR_retnet#94296286 as float) END AS TR_retnet#94296696, CASE WHEN ((IR_retnet#94296287 = NA) OR (IR_retnet#94296287 = null)) THEN null ELSE cast(IR_retnet#94296287 as float) END AS IR_retnet#94296699, CASE WHEN ((turnover#94296288 = NA) OR (turnover#94296288 = null)) THEN null ELSE cast(turnover#94296288 as float) END AS turnover#94296713, CASE WHEN ((coverage#94296289 = NA) OR (coverage#94296289 = null)) THEN null ELSE cast(coverage#94296289 as float) END AS coverage#94296727]
Input [26]: [sector_id#94296264, retIC#94296265, resretIC#94296266, numcos#94296267, numdates#94296268, annual_bmret#94296269, annual_ret#94296270, std_ret#94296271, Sharpe_ret#94296272, PctPos_ret#94296273, TR_ret#94296274, IR_ret#94296275, annual_resret#94296276, std_resret#94296277, Sharpe_resret#94296278, PctPos_resret#94296279, TR_resret#94296280, IR_resret#94296281, annual_retnet#94296282, std_retnet#94296283, Sharpe_retnet#94296284, PctPos_retnet#94296285, TR_retnet#94296286, IR_retnet#94296287, turnover#94296288, coverage#94296289]
(7) ColumnarToRow [codegen id : 2]
Input [4]: [coverage#94296727, numcos#94296517, numdates#94296518, sector_id#94296502]
(8) Filter [codegen id : 2]
Input [4]: [coverage#94296727, numcos#94296517, numdates#94296518, sector_id#94296502]
Condition : isnotnull(sector_id#94296502)
(9) Project [codegen id : 2]
Output [5]: [sector_id#94296502, numcos#94296517, numdates#94296518, coverage#94296727, round((cast(numcos#94296517 as double) / cast(coverage#94296727 as double)), 0) AS universe#94296863]
Input [4]: [coverage#94296727, numcos#94296517, numdates#94296518, sector_id#94296502]
(10) InMemoryTableScan
Output [3]: [sector_id#94160418, sort#94160419, description#94160423]
Arguments: [sector_id#94160418, sort#94160419, description#94160423], [isnotnull(sector_id#94160418)]
(11) InMemoryRelation
Arguments: [sector_id#94160418, sort#94160419, description#94160423, universe#94160424], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((sector_id#94160398 = NA) OR (sector_id#94160398 = null)) THEN null ELSE cast(sector_id#94160398 as int) END AS sector_id#94160418, CASE WHEN (sort#94160399 = null) THEN null ELSE sort#94160399 END AS sort#94160419, CASE WHEN (description#94160400 = null) THEN null ELSE description#94160400 END AS description#94160423, CASE WHEN ((universe#94160401 = NA) OR (universe#94160401 = null)) THEN null ELSE cast(universe#94160401 as int) END AS universe#94160424]
+- FileScan csv [sector_id#94160398,sort#94160399,description#94160400,universe#94160401] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/curate/curate_sector.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<sector_id:string,sort:string,description:string,universe:string>
,None)
(12) Scan csv
Output [4]: [sector_id#94160398, sort#94160399, description#94160400, universe#94160401]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/curate/curate_sector.csv]
ReadSchema: struct<sector_id:string,sort:string,description:string,universe:string>
(13) Project [codegen id : 1]
Output [4]: [CASE WHEN ((sector_id#94160398 = NA) OR (sector_id#94160398 = null)) THEN null ELSE cast(sector_id#94160398 as int) END AS sector_id#94160418, CASE WHEN (sort#94160399 = null) THEN null ELSE sort#94160399 END AS sort#94160419, CASE WHEN (description#94160400 = null) THEN null ELSE description#94160400 END AS description#94160423, CASE WHEN ((universe#94160401 = NA) OR (universe#94160401 = null)) THEN null ELSE cast(universe#94160401 as int) END AS universe#94160424]
Input [4]: [sector_id#94160398, sort#94160399, description#94160400, universe#94160401]
(14) Filter [codegen id : 1]
Input [3]: [sector_id#94160418, sort#94160419, description#94160423]
Condition : isnotnull(sector_id#94160418)
(15) BroadcastExchange
Input [3]: [sector_id#94160418, sort#94160419, description#94160423]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#7528803]
(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [sector_id#94296502]
Right keys [1]: [sector_id#94160418]
Join condition: None
(17) Project [codegen id : 2]
Output [7]: [sector_id#94296502, numcos#94296517, numdates#94296518, sort#94160419, description#94160423, universe#94296863, coverage#94296727]
Input [8]: [sector_id#94296502, numcos#94296517, numdates#94296518, coverage#94296727, universe#94296863, sector_id#94160418, sort#94160419, description#94160423]
(18) Exchange
Input [7]: [sector_id#94296502, numcos#94296517, numdates#94296518, sort#94160419, description#94160423, universe#94296863, coverage#94296727]
Arguments: rangepartitioning(sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7528808]
(19) Sort [codegen id : 3]
Input [7]: [sector_id#94296502, numcos#94296517, numdates#94296518, sort#94160419, description#94160423, universe#94296863, coverage#94296727]
Arguments: [sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST], true, 0
(20) CollectLimit
Input [7]: [sector_id#94296502, numcos#94296517, numdates#94296518, sort#94160419, description#94160423, universe#94296863, coverage#94296727]
Arguments: 1000000