== 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#94159758, numcos#94159845, numdates#94159848, sort#94160419, description#94160423, universe#94160460, coverage#94159884]
Arguments: [sector_id#94159758, numcos#94159845, numdates#94159848, sort#94160419, description#94160423, universe#94160460, coverage#94159884]
(2) InMemoryRelation
Arguments: [sector_id#94159758, numcos#94159845, numdates#94159848, sort#94160419, description#94160423, universe#94160460, coverage#94159884], 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=#7517696]
+- *(2) Project [sector_id#94159758, numcos#94159845, numdates#94159848, sort#94160419, description#94160423, universe#94160460, coverage#94159884]
+- *(2) BroadcastHashJoin [sector_id#94159758], [sector_id#94160418], Inner, BuildRight, false
:- *(2) Project [sector_id#94159758, numcos#94159845, numdates#94159848, coverage#94159884, round((cast(numcos#94159845 as double) / cast(coverage#94159884 as double)), 0) AS universe#94160460]
: +- *(2) Filter isnotnull(sector_id#94159758)
: +- *(2) ColumnarToRow
: +- InMemoryTableScan [coverage#94159884, numcos#94159845, numdates#94159848, sector_id#94159758], [isnotnull(sector_id#94159758)]
: +- InMemoryRelation [sector_id#94159758, retIC#94159762, resretIC#94159788, numcos#94159845, numdates#94159848, annual_bmret#94159851, annual_ret#94159855, std_ret#94159857, Sharpe_ret#94159860, PctPos_ret#94159863, TR_ret#94159866, IR_ret#94159869, annual_resret#94159871, std_resret#94159872, Sharpe_resret#94159873, PctPos_resret#94159874, TR_resret#94159875, IR_resret#94159876, annual_retnet#94159877, std_retnet#94159878, Sharpe_retnet#94159879, PctPos_retnet#94159880, TR_retnet#94159881, IR_retnet#94159882, ... 2 more fields], StorageLevel(disk, memory, deserialized, 1 replicas)
: +- *(1) Project [CASE WHEN ((sector_id#94159489 = NA) OR (sector_id#94159489 = null)) THEN null ELSE cast(sector_id#94159489 as int) END AS sector_id#94159758, CASE WHEN ((retIC#94159490 = NA) OR (retIC#94159490 = null)) THEN null ELSE cast(retIC#94159490 as float) END AS retIC#94159762, CASE WHEN ((resretIC#94159491 = NA) OR (resretIC#94159491 = null)) THEN null ELSE cast(resretIC#94159491 as float) END AS resretIC#94159788, CASE WHEN ((numcos#94159492 = NA) OR (numcos#94159492 = null)) THEN null ELSE cast(numcos#94159492 as float) END AS numcos#94159845, CASE WHEN ((numdates#94159493 = NA) OR (numdates#94159493 = null)) THEN null ELSE cast(numdates#94159493 as int) END AS numdates#94159848, CASE WHEN ((annual_bmret#94159494 = NA) OR (annual_bmret#94159494 = null)) THEN null ELSE cast(annual_bmret#94159494 as float) END AS annual_bmret#94159851, CASE WHEN ((annual_ret#94159495 = NA) OR (annual_ret#94159495 = null)) THEN null ELSE cast(annual_ret#94159495 as float) END AS annual_ret#94159855, CASE WHEN ((std_ret#94159496 = NA) OR (std_ret#94159496 = null)) THEN null ELSE cast(std_ret#94159496 as float) END AS std_ret#94159857, CASE WHEN ((Sharpe_ret#94159497 = NA) OR (Sharpe_ret#94159497 = null)) THEN null ELSE cast(Sharpe_ret#94159497 as float) END AS Sharpe_ret#94159860, CASE WHEN ((PctPos_ret#94159498 = NA) OR (PctPos_ret#94159498 = null)) THEN null ELSE cast(PctPos_ret#94159498 as float) END AS PctPos_ret#94159863, CASE WHEN ((TR_ret#94159499 = NA) OR (TR_ret#94159499 = null)) THEN null ELSE cast(TR_ret#94159499 as float) END AS TR_ret#94159866, CASE WHEN ((IR_ret#94159500 = NA) OR (IR_ret#94159500 = null)) THEN null ELSE cast(IR_ret#94159500 as float) END AS IR_ret#94159869, CASE WHEN ((annual_resret#94159501 = NA) OR (annual_resret#94159501 = null)) THEN null ELSE cast(annual_resret#94159501 as float) END AS annual_resret#94159871, CASE WHEN ((std_resret#94159502 = NA) OR (std_resret#94159502 = null)) THEN null ELSE cast(std_resret#94159502 as float) END AS std_resret#94159872, CASE WHEN ((Sharpe_resret#94159503 = NA) OR (Sharpe_resret#94159503 = null)) THEN null ELSE cast(Sharpe_resret#94159503 as float) END AS Sharpe_resret#94159873, CASE WHEN ((PctPos_resret#94159504 = NA) OR (PctPos_resret#94159504 = null)) THEN null ELSE cast(PctPos_resret#94159504 as float) END AS PctPos_resret#94159874, CASE WHEN ((TR_resret#94159505 = NA) OR (TR_resret#94159505 = null)) THEN null ELSE cast(TR_resret#94159505 as float) END AS TR_resret#94159875, CASE WHEN ((IR_resret#94159506 = NA) OR (IR_resret#94159506 = null)) THEN null ELSE cast(IR_resret#94159506 as float) END AS IR_resret#94159876, CASE WHEN ((annual_retnet#94159507 = NA) OR (annual_retnet#94159507 = null)) THEN null ELSE cast(annual_retnet#94159507 as float) END AS annual_retnet#94159877, CASE WHEN ((std_retnet#94159508 = NA) OR (std_retnet#94159508 = null)) THEN null ELSE cast(std_retnet#94159508 as float) END AS std_retnet#94159878, CASE WHEN ((Sharpe_retnet#94159509 = NA) OR (Sharpe_retnet#94159509 = null)) THEN null ELSE cast(Sharpe_retnet#94159509 as float) END AS Sharpe_retnet#94159879, CASE WHEN ((PctPos_retnet#94159510 = NA) OR (PctPos_retnet#94159510 = null)) THEN null ELSE cast(PctPos_retnet#94159510 as float) END AS PctPos_retnet#94159880, CASE WHEN ((TR_retnet#94159511 = NA) OR (TR_retnet#94159511 = null)) THEN null ELSE cast(TR_retnet#94159511 as float) END AS TR_retnet#94159881, CASE WHEN ((IR_retnet#94159512 = NA) OR (IR_retnet#94159512 = null)) THEN null ELSE cast(IR_retnet#94159512 as float) END AS IR_retnet#94159882, ... 2 more fields]
: +- FileScan csv [sector_id#94159489,retIC#94159490,resretIC#94159491,numcos#94159492,numdates#94159493,annual_bmret#94159494,annual_ret#94159495,std_ret#94159496,Sharpe_ret#94159497,PctPos_ret#94159498,TR_ret#94159499,IR_ret#94159500,annual_resret#94159501,std_resret#94159502,Sharpe_resret#94159503,PctPos_resret#94159504,TR_resret#94159505,IR_resret#94159506,annual_retnet#94159507,std_retnet#94159508,Sharpe_retnet#94159509,PctPos_retnet#94159510,TR_retnet#94159511,IR_retnet#94159512,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/risk_factors/value/sta..., 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=#7517691]
+- *(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#94159884, numcos#94159845, numdates#94159848, sector_id#94159758]
Arguments: [coverage#94159884, numcos#94159845, numdates#94159848, sector_id#94159758], [isnotnull(sector_id#94159758)]
(4) InMemoryRelation
Arguments: [sector_id#94159758, retIC#94159762, resretIC#94159788, numcos#94159845, numdates#94159848, annual_bmret#94159851, annual_ret#94159855, std_ret#94159857, Sharpe_ret#94159860, PctPos_ret#94159863, TR_ret#94159866, IR_ret#94159869, annual_resret#94159871, std_resret#94159872, Sharpe_resret#94159873, PctPos_resret#94159874, TR_resret#94159875, IR_resret#94159876, annual_retnet#94159877, std_retnet#94159878, Sharpe_retnet#94159879, PctPos_retnet#94159880, TR_retnet#94159881, IR_retnet#94159882, ... 2 more fields], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((sector_id#94159489 = NA) OR (sector_id#94159489 = null)) THEN null ELSE cast(sector_id#94159489 as int) END AS sector_id#94159758, CASE WHEN ((retIC#94159490 = NA) OR (retIC#94159490 = null)) THEN null ELSE cast(retIC#94159490 as float) END AS retIC#94159762, CASE WHEN ((resretIC#94159491 = NA) OR (resretIC#94159491 = null)) THEN null ELSE cast(resretIC#94159491 as float) END AS resretIC#94159788, CASE WHEN ((numcos#94159492 = NA) OR (numcos#94159492 = null)) THEN null ELSE cast(numcos#94159492 as float) END AS numcos#94159845, CASE WHEN ((numdates#94159493 = NA) OR (numdates#94159493 = null)) THEN null ELSE cast(numdates#94159493 as int) END AS numdates#94159848, CASE WHEN ((annual_bmret#94159494 = NA) OR (annual_bmret#94159494 = null)) THEN null ELSE cast(annual_bmret#94159494 as float) END AS annual_bmret#94159851, CASE WHEN ((annual_ret#94159495 = NA) OR (annual_ret#94159495 = null)) THEN null ELSE cast(annual_ret#94159495 as float) END AS annual_ret#94159855, CASE WHEN ((std_ret#94159496 = NA) OR (std_ret#94159496 = null)) THEN null ELSE cast(std_ret#94159496 as float) END AS std_ret#94159857, CASE WHEN ((Sharpe_ret#94159497 = NA) OR (Sharpe_ret#94159497 = null)) THEN null ELSE cast(Sharpe_ret#94159497 as float) END AS Sharpe_ret#94159860, CASE WHEN ((PctPos_ret#94159498 = NA) OR (PctPos_ret#94159498 = null)) THEN null ELSE cast(PctPos_ret#94159498 as float) END AS PctPos_ret#94159863, CASE WHEN ((TR_ret#94159499 = NA) OR (TR_ret#94159499 = null)) THEN null ELSE cast(TR_ret#94159499 as float) END AS TR_ret#94159866, CASE WHEN ((IR_ret#94159500 = NA) OR (IR_ret#94159500 = null)) THEN null ELSE cast(IR_ret#94159500 as float) END AS IR_ret#94159869, CASE WHEN ((annual_resret#94159501 = NA) OR (annual_resret#94159501 = null)) THEN null ELSE cast(annual_resret#94159501 as float) END AS annual_resret#94159871, CASE WHEN ((std_resret#94159502 = NA) OR (std_resret#94159502 = null)) THEN null ELSE cast(std_resret#94159502 as float) END AS std_resret#94159872, CASE WHEN ((Sharpe_resret#94159503 = NA) OR (Sharpe_resret#94159503 = null)) THEN null ELSE cast(Sharpe_resret#94159503 as float) END AS Sharpe_resret#94159873, CASE WHEN ((PctPos_resret#94159504 = NA) OR (PctPos_resret#94159504 = null)) THEN null ELSE cast(PctPos_resret#94159504 as float) END AS PctPos_resret#94159874, CASE WHEN ((TR_resret#94159505 = NA) OR (TR_resret#94159505 = null)) THEN null ELSE cast(TR_resret#94159505 as float) END AS TR_resret#94159875, CASE WHEN ((IR_resret#94159506 = NA) OR (IR_resret#94159506 = null)) THEN null ELSE cast(IR_resret#94159506 as float) END AS IR_resret#94159876, CASE WHEN ((annual_retnet#94159507 = NA) OR (annual_retnet#94159507 = null)) THEN null ELSE cast(annual_retnet#94159507 as float) END AS annual_retnet#94159877, CASE WHEN ((std_retnet#94159508 = NA) OR (std_retnet#94159508 = null)) THEN null ELSE cast(std_retnet#94159508 as float) END AS std_retnet#94159878, CASE WHEN ((Sharpe_retnet#94159509 = NA) OR (Sharpe_retnet#94159509 = null)) THEN null ELSE cast(Sharpe_retnet#94159509 as float) END AS Sharpe_retnet#94159879, CASE WHEN ((PctPos_retnet#94159510 = NA) OR (PctPos_retnet#94159510 = null)) THEN null ELSE cast(PctPos_retnet#94159510 as float) END AS PctPos_retnet#94159880, CASE WHEN ((TR_retnet#94159511 = NA) OR (TR_retnet#94159511 = null)) THEN null ELSE cast(TR_retnet#94159511 as float) END AS TR_retnet#94159881, CASE WHEN ((IR_retnet#94159512 = NA) OR (IR_retnet#94159512 = null)) THEN null ELSE cast(IR_retnet#94159512 as float) END AS IR_retnet#94159882, ... 2 more fields]
+- FileScan csv [sector_id#94159489,retIC#94159490,resretIC#94159491,numcos#94159492,numdates#94159493,annual_bmret#94159494,annual_ret#94159495,std_ret#94159496,Sharpe_ret#94159497,PctPos_ret#94159498,TR_ret#94159499,IR_ret#94159500,annual_resret#94159501,std_resret#94159502,Sharpe_resret#94159503,PctPos_resret#94159504,TR_resret#94159505,IR_resret#94159506,annual_retnet#94159507,std_retnet#94159508,Sharpe_retnet#94159509,PctPos_retnet#94159510,TR_retnet#94159511,IR_retnet#94159512,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/risk_factors/value/sta..., 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#94159489, retIC#94159490, resretIC#94159491, numcos#94159492, numdates#94159493, annual_bmret#94159494, annual_ret#94159495, std_ret#94159496, Sharpe_ret#94159497, PctPos_ret#94159498, TR_ret#94159499, IR_ret#94159500, annual_resret#94159501, std_resret#94159502, Sharpe_resret#94159503, PctPos_resret#94159504, TR_resret#94159505, IR_resret#94159506, annual_retnet#94159507, std_retnet#94159508, Sharpe_retnet#94159509, PctPos_retnet#94159510, TR_retnet#94159511, IR_retnet#94159512, turnover#94159513, coverage#94159514]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/risk_factors/value/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#94159489 = NA) OR (sector_id#94159489 = null)) THEN null ELSE cast(sector_id#94159489 as int) END AS sector_id#94159758, CASE WHEN ((retIC#94159490 = NA) OR (retIC#94159490 = null)) THEN null ELSE cast(retIC#94159490 as float) END AS retIC#94159762, CASE WHEN ((resretIC#94159491 = NA) OR (resretIC#94159491 = null)) THEN null ELSE cast(resretIC#94159491 as float) END AS resretIC#94159788, CASE WHEN ((numcos#94159492 = NA) OR (numcos#94159492 = null)) THEN null ELSE cast(numcos#94159492 as float) END AS numcos#94159845, CASE WHEN ((numdates#94159493 = NA) OR (numdates#94159493 = null)) THEN null ELSE cast(numdates#94159493 as int) END AS numdates#94159848, CASE WHEN ((annual_bmret#94159494 = NA) OR (annual_bmret#94159494 = null)) THEN null ELSE cast(annual_bmret#94159494 as float) END AS annual_bmret#94159851, CASE WHEN ((annual_ret#94159495 = NA) OR (annual_ret#94159495 = null)) THEN null ELSE cast(annual_ret#94159495 as float) END AS annual_ret#94159855, CASE WHEN ((std_ret#94159496 = NA) OR (std_ret#94159496 = null)) THEN null ELSE cast(std_ret#94159496 as float) END AS std_ret#94159857, CASE WHEN ((Sharpe_ret#94159497 = NA) OR (Sharpe_ret#94159497 = null)) THEN null ELSE cast(Sharpe_ret#94159497 as float) END AS Sharpe_ret#94159860, CASE WHEN ((PctPos_ret#94159498 = NA) OR (PctPos_ret#94159498 = null)) THEN null ELSE cast(PctPos_ret#94159498 as float) END AS PctPos_ret#94159863, CASE WHEN ((TR_ret#94159499 = NA) OR (TR_ret#94159499 = null)) THEN null ELSE cast(TR_ret#94159499 as float) END AS TR_ret#94159866, CASE WHEN ((IR_ret#94159500 = NA) OR (IR_ret#94159500 = null)) THEN null ELSE cast(IR_ret#94159500 as float) END AS IR_ret#94159869, CASE WHEN ((annual_resret#94159501 = NA) OR (annual_resret#94159501 = null)) THEN null ELSE cast(annual_resret#94159501 as float) END AS annual_resret#94159871, CASE WHEN ((std_resret#94159502 = NA) OR (std_resret#94159502 = null)) THEN null ELSE cast(std_resret#94159502 as float) END AS std_resret#94159872, CASE WHEN ((Sharpe_resret#94159503 = NA) OR (Sharpe_resret#94159503 = null)) THEN null ELSE cast(Sharpe_resret#94159503 as float) END AS Sharpe_resret#94159873, CASE WHEN ((PctPos_resret#94159504 = NA) OR (PctPos_resret#94159504 = null)) THEN null ELSE cast(PctPos_resret#94159504 as float) END AS PctPos_resret#94159874, CASE WHEN ((TR_resret#94159505 = NA) OR (TR_resret#94159505 = null)) THEN null ELSE cast(TR_resret#94159505 as float) END AS TR_resret#94159875, CASE WHEN ((IR_resret#94159506 = NA) OR (IR_resret#94159506 = null)) THEN null ELSE cast(IR_resret#94159506 as float) END AS IR_resret#94159876, CASE WHEN ((annual_retnet#94159507 = NA) OR (annual_retnet#94159507 = null)) THEN null ELSE cast(annual_retnet#94159507 as float) END AS annual_retnet#94159877, CASE WHEN ((std_retnet#94159508 = NA) OR (std_retnet#94159508 = null)) THEN null ELSE cast(std_retnet#94159508 as float) END AS std_retnet#94159878, CASE WHEN ((Sharpe_retnet#94159509 = NA) OR (Sharpe_retnet#94159509 = null)) THEN null ELSE cast(Sharpe_retnet#94159509 as float) END AS Sharpe_retnet#94159879, CASE WHEN ((PctPos_retnet#94159510 = NA) OR (PctPos_retnet#94159510 = null)) THEN null ELSE cast(PctPos_retnet#94159510 as float) END AS PctPos_retnet#94159880, CASE WHEN ((TR_retnet#94159511 = NA) OR (TR_retnet#94159511 = null)) THEN null ELSE cast(TR_retnet#94159511 as float) END AS TR_retnet#94159881, CASE WHEN ((IR_retnet#94159512 = NA) OR (IR_retnet#94159512 = null)) THEN null ELSE cast(IR_retnet#94159512 as float) END AS IR_retnet#94159882, CASE WHEN ((turnover#94159513 = NA) OR (turnover#94159513 = null)) THEN null ELSE cast(turnover#94159513 as float) END AS turnover#94159883, CASE WHEN ((coverage#94159514 = NA) OR (coverage#94159514 = null)) THEN null ELSE cast(coverage#94159514 as float) END AS coverage#94159884]
Input [26]: [sector_id#94159489, retIC#94159490, resretIC#94159491, numcos#94159492, numdates#94159493, annual_bmret#94159494, annual_ret#94159495, std_ret#94159496, Sharpe_ret#94159497, PctPos_ret#94159498, TR_ret#94159499, IR_ret#94159500, annual_resret#94159501, std_resret#94159502, Sharpe_resret#94159503, PctPos_resret#94159504, TR_resret#94159505, IR_resret#94159506, annual_retnet#94159507, std_retnet#94159508, Sharpe_retnet#94159509, PctPos_retnet#94159510, TR_retnet#94159511, IR_retnet#94159512, turnover#94159513, coverage#94159514]
(7) ColumnarToRow [codegen id : 2]
Input [4]: [coverage#94159884, numcos#94159845, numdates#94159848, sector_id#94159758]
(8) Filter [codegen id : 2]
Input [4]: [coverage#94159884, numcos#94159845, numdates#94159848, sector_id#94159758]
Condition : isnotnull(sector_id#94159758)
(9) Project [codegen id : 2]
Output [5]: [sector_id#94159758, numcos#94159845, numdates#94159848, coverage#94159884, round((cast(numcos#94159845 as double) / cast(coverage#94159884 as double)), 0) AS universe#94160460]
Input [4]: [coverage#94159884, numcos#94159845, numdates#94159848, sector_id#94159758]
(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=#7517691]
(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [sector_id#94159758]
Right keys [1]: [sector_id#94160418]
Join condition: None
(17) Project [codegen id : 2]
Output [7]: [sector_id#94159758, numcos#94159845, numdates#94159848, sort#94160419, description#94160423, universe#94160460, coverage#94159884]
Input [8]: [sector_id#94159758, numcos#94159845, numdates#94159848, coverage#94159884, universe#94160460, sector_id#94160418, sort#94160419, description#94160423]
(18) Exchange
Input [7]: [sector_id#94159758, numcos#94159845, numdates#94159848, sort#94160419, description#94160423, universe#94160460, coverage#94159884]
Arguments: rangepartitioning(sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7517696]
(19) Sort [codegen id : 3]
Input [7]: [sector_id#94159758, numcos#94159845, numdates#94159848, sort#94160419, description#94160423, universe#94160460, coverage#94159884]
Arguments: [sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST], true, 0
(20) CollectLimit
Input [7]: [sector_id#94159758, numcos#94159845, numdates#94159848, sort#94160419, description#94160423, universe#94160460, coverage#94159884]
Arguments: 1000000