== Physical Plan ==
CollectLimit (20)
+- InMemoryTableScan (1)
+- InMemoryRelation (2)
+- * Sort (19)
+- Exchange (18)
+- * Project (17)
+- * BroadcastHashJoin Inner BuildLeft (16)
:- BroadcastExchange (10)
: +- * Project (9)
: +- * Filter (8)
: +- * ColumnarToRow (7)
: +- InMemoryTableScan (3)
: +- InMemoryRelation (4)
: +- * Project (6)
: +- Scan csv (5)
+- * Filter (15)
+- InMemoryTableScan (11)
+- InMemoryRelation (12)
+- * Project (14)
+- Scan csv (13)
(1) InMemoryTableScan
Output [7]: [sector_id#94339267, numcos#94339270, numdates#94339271, sort#94160419, description#94160423, universe#94339595, coverage#94339521]
Arguments: [sector_id#94339267, numcos#94339270, numdates#94339271, sort#94160419, description#94160423, universe#94339595, coverage#94339521]
(2) InMemoryRelation
Arguments: [sector_id#94339267, numcos#94339270, numdates#94339271, sort#94160419, description#94160423, universe#94339595, coverage#94339521], 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=#7532240]
+- *(2) Project [sector_id#94339267, numcos#94339270, numdates#94339271, sort#94160419, description#94160423, universe#94339595, coverage#94339521]
+- *(2) BroadcastHashJoin [sector_id#94339267], [sector_id#94160418], Inner, BuildLeft, false
:- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#7532233]
: +- *(1) Project [sector_id#94339267, numcos#94339270, numdates#94339271, coverage#94339521, round((cast(numcos#94339270 as double) / cast(coverage#94339521 as double)), 0) AS universe#94339595]
: +- *(1) Filter isnotnull(sector_id#94339267)
: +- *(1) ColumnarToRow
: +- InMemoryTableScan [coverage#94339521, numcos#94339270, numdates#94339271, sector_id#94339267], [isnotnull(sector_id#94339267)]
: +- InMemoryRelation [sector_id#94339267, retIC#94339268, resretIC#94339269, numcos#94339270, numdates#94339271, annual_bmret#94339272, annual_ret#94339444, std_ret#94339458, Sharpe_ret#94339472, PctPos_ret#94339486, TR_ret#94339490, IR_ret#94339504, annual_resret#94339506, std_resret#94339509, Sharpe_resret#94339510, PctPos_resret#94339511, TR_resret#94339512, IR_resret#94339513, annual_retnet#94339514, std_retnet#94339515, Sharpe_retnet#94339516, PctPos_retnet#94339517, TR_retnet#94339518, IR_retnet#94339519, ... 2 more fields], StorageLevel(disk, memory, deserialized, 1 replicas)
: +- *(1) Project [CASE WHEN ((sector_id#94339030 = NA) OR (sector_id#94339030 = null)) THEN null ELSE cast(sector_id#94339030 as int) END AS sector_id#94339267, CASE WHEN ((retIC#94339031 = NA) OR (retIC#94339031 = null)) THEN null ELSE cast(retIC#94339031 as float) END AS retIC#94339268, CASE WHEN ((resretIC#94339032 = NA) OR (resretIC#94339032 = null)) THEN null ELSE cast(resretIC#94339032 as float) END AS resretIC#94339269, CASE WHEN ((numcos#94339033 = NA) OR (numcos#94339033 = null)) THEN null ELSE cast(numcos#94339033 as float) END AS numcos#94339270, CASE WHEN ((numdates#94339034 = NA) OR (numdates#94339034 = null)) THEN null ELSE cast(numdates#94339034 as float) END AS numdates#94339271, CASE WHEN ((annual_bmret#94339035 = NA) OR (annual_bmret#94339035 = null)) THEN null ELSE cast(annual_bmret#94339035 as float) END AS annual_bmret#94339272, CASE WHEN ((annual_ret#94339036 = NA) OR (annual_ret#94339036 = null)) THEN null ELSE cast(annual_ret#94339036 as float) END AS annual_ret#94339444, CASE WHEN ((std_ret#94339037 = NA) OR (std_ret#94339037 = null)) THEN null ELSE cast(std_ret#94339037 as float) END AS std_ret#94339458, CASE WHEN ((Sharpe_ret#94339038 = NA) OR (Sharpe_ret#94339038 = null)) THEN null ELSE cast(Sharpe_ret#94339038 as float) END AS Sharpe_ret#94339472, CASE WHEN ((PctPos_ret#94339039 = NA) OR (PctPos_ret#94339039 = null)) THEN null ELSE cast(PctPos_ret#94339039 as float) END AS PctPos_ret#94339486, CASE WHEN ((TR_ret#94339040 = NA) OR (TR_ret#94339040 = null)) THEN null ELSE cast(TR_ret#94339040 as float) END AS TR_ret#94339490, CASE WHEN ((IR_ret#94339041 = NA) OR (IR_ret#94339041 = null)) THEN null ELSE cast(IR_ret#94339041 as float) END AS IR_ret#94339504, CASE WHEN ((annual_resret#94339042 = NA) OR (annual_resret#94339042 = null)) THEN null ELSE cast(annual_resret#94339042 as float) END AS annual_resret#94339506, CASE WHEN ((std_resret#94339043 = NA) OR (std_resret#94339043 = null)) THEN null ELSE cast(std_resret#94339043 as float) END AS std_resret#94339509, CASE WHEN ((Sharpe_resret#94339044 = NA) OR (Sharpe_resret#94339044 = null)) THEN null ELSE cast(Sharpe_resret#94339044 as float) END AS Sharpe_resret#94339510, CASE WHEN ((PctPos_resret#94339045 = NA) OR (PctPos_resret#94339045 = null)) THEN null ELSE cast(PctPos_resret#94339045 as float) END AS PctPos_resret#94339511, CASE WHEN ((TR_resret#94339046 = NA) OR (TR_resret#94339046 = null)) THEN null ELSE cast(TR_resret#94339046 as float) END AS TR_resret#94339512, CASE WHEN ((IR_resret#94339047 = NA) OR (IR_resret#94339047 = null)) THEN null ELSE cast(IR_resret#94339047 as float) END AS IR_resret#94339513, CASE WHEN ((annual_retnet#94339048 = NA) OR (annual_retnet#94339048 = null)) THEN null ELSE cast(annual_retnet#94339048 as float) END AS annual_retnet#94339514, CASE WHEN ((std_retnet#94339049 = NA) OR (std_retnet#94339049 = null)) THEN null ELSE cast(std_retnet#94339049 as float) END AS std_retnet#94339515, CASE WHEN ((Sharpe_retnet#94339050 = NA) OR (Sharpe_retnet#94339050 = null)) THEN null ELSE cast(Sharpe_retnet#94339050 as float) END AS Sharpe_retnet#94339516, CASE WHEN ((PctPos_retnet#94339051 = NA) OR (PctPos_retnet#94339051 = null)) THEN null ELSE cast(PctPos_retnet#94339051 as float) END AS PctPos_retnet#94339517, CASE WHEN ((TR_retnet#94339052 = NA) OR (TR_retnet#94339052 = null)) THEN null ELSE cast(TR_retnet#94339052 as float) END AS TR_retnet#94339518, CASE WHEN ((IR_retnet#94339053 = NA) OR (IR_retnet#94339053 = null)) THEN null ELSE cast(IR_retnet#94339053 as float) END AS IR_retnet#94339519, ... 2 more fields]
: +- FileScan csv [sector_id#94339030,retIC#94339031,resretIC#94339032,numcos#94339033,numdates#94339034,annual_bmret#94339035,annual_ret#94339036,std_ret#94339037,Sharpe_ret#94339038,PctPos_ret#94339039,TR_ret#94339040,IR_ret#94339041,annual_resret#94339042,std_resret#94339043,Sharpe_resret#94339044,PctPos_resret#94339045,TR_resret#94339046,IR_resret#94339047,annual_retnet#94339048,std_retnet#94339049,Sharpe_retnet#94339050,PctPos_retnet#94339051,TR_retnet#94339052,IR_retnet#94339053,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/estimize_signal_histor..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<sector_id:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:s...
+- *(2) 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#94339521, numcos#94339270, numdates#94339271, sector_id#94339267]
Arguments: [coverage#94339521, numcos#94339270, numdates#94339271, sector_id#94339267], [isnotnull(sector_id#94339267)]
(4) InMemoryRelation
Arguments: [sector_id#94339267, retIC#94339268, resretIC#94339269, numcos#94339270, numdates#94339271, annual_bmret#94339272, annual_ret#94339444, std_ret#94339458, Sharpe_ret#94339472, PctPos_ret#94339486, TR_ret#94339490, IR_ret#94339504, annual_resret#94339506, std_resret#94339509, Sharpe_resret#94339510, PctPos_resret#94339511, TR_resret#94339512, IR_resret#94339513, annual_retnet#94339514, std_retnet#94339515, Sharpe_retnet#94339516, PctPos_retnet#94339517, TR_retnet#94339518, IR_retnet#94339519, ... 2 more fields], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((sector_id#94339030 = NA) OR (sector_id#94339030 = null)) THEN null ELSE cast(sector_id#94339030 as int) END AS sector_id#94339267, CASE WHEN ((retIC#94339031 = NA) OR (retIC#94339031 = null)) THEN null ELSE cast(retIC#94339031 as float) END AS retIC#94339268, CASE WHEN ((resretIC#94339032 = NA) OR (resretIC#94339032 = null)) THEN null ELSE cast(resretIC#94339032 as float) END AS resretIC#94339269, CASE WHEN ((numcos#94339033 = NA) OR (numcos#94339033 = null)) THEN null ELSE cast(numcos#94339033 as float) END AS numcos#94339270, CASE WHEN ((numdates#94339034 = NA) OR (numdates#94339034 = null)) THEN null ELSE cast(numdates#94339034 as float) END AS numdates#94339271, CASE WHEN ((annual_bmret#94339035 = NA) OR (annual_bmret#94339035 = null)) THEN null ELSE cast(annual_bmret#94339035 as float) END AS annual_bmret#94339272, CASE WHEN ((annual_ret#94339036 = NA) OR (annual_ret#94339036 = null)) THEN null ELSE cast(annual_ret#94339036 as float) END AS annual_ret#94339444, CASE WHEN ((std_ret#94339037 = NA) OR (std_ret#94339037 = null)) THEN null ELSE cast(std_ret#94339037 as float) END AS std_ret#94339458, CASE WHEN ((Sharpe_ret#94339038 = NA) OR (Sharpe_ret#94339038 = null)) THEN null ELSE cast(Sharpe_ret#94339038 as float) END AS Sharpe_ret#94339472, CASE WHEN ((PctPos_ret#94339039 = NA) OR (PctPos_ret#94339039 = null)) THEN null ELSE cast(PctPos_ret#94339039 as float) END AS PctPos_ret#94339486, CASE WHEN ((TR_ret#94339040 = NA) OR (TR_ret#94339040 = null)) THEN null ELSE cast(TR_ret#94339040 as float) END AS TR_ret#94339490, CASE WHEN ((IR_ret#94339041 = NA) OR (IR_ret#94339041 = null)) THEN null ELSE cast(IR_ret#94339041 as float) END AS IR_ret#94339504, CASE WHEN ((annual_resret#94339042 = NA) OR (annual_resret#94339042 = null)) THEN null ELSE cast(annual_resret#94339042 as float) END AS annual_resret#94339506, CASE WHEN ((std_resret#94339043 = NA) OR (std_resret#94339043 = null)) THEN null ELSE cast(std_resret#94339043 as float) END AS std_resret#94339509, CASE WHEN ((Sharpe_resret#94339044 = NA) OR (Sharpe_resret#94339044 = null)) THEN null ELSE cast(Sharpe_resret#94339044 as float) END AS Sharpe_resret#94339510, CASE WHEN ((PctPos_resret#94339045 = NA) OR (PctPos_resret#94339045 = null)) THEN null ELSE cast(PctPos_resret#94339045 as float) END AS PctPos_resret#94339511, CASE WHEN ((TR_resret#94339046 = NA) OR (TR_resret#94339046 = null)) THEN null ELSE cast(TR_resret#94339046 as float) END AS TR_resret#94339512, CASE WHEN ((IR_resret#94339047 = NA) OR (IR_resret#94339047 = null)) THEN null ELSE cast(IR_resret#94339047 as float) END AS IR_resret#94339513, CASE WHEN ((annual_retnet#94339048 = NA) OR (annual_retnet#94339048 = null)) THEN null ELSE cast(annual_retnet#94339048 as float) END AS annual_retnet#94339514, CASE WHEN ((std_retnet#94339049 = NA) OR (std_retnet#94339049 = null)) THEN null ELSE cast(std_retnet#94339049 as float) END AS std_retnet#94339515, CASE WHEN ((Sharpe_retnet#94339050 = NA) OR (Sharpe_retnet#94339050 = null)) THEN null ELSE cast(Sharpe_retnet#94339050 as float) END AS Sharpe_retnet#94339516, CASE WHEN ((PctPos_retnet#94339051 = NA) OR (PctPos_retnet#94339051 = null)) THEN null ELSE cast(PctPos_retnet#94339051 as float) END AS PctPos_retnet#94339517, CASE WHEN ((TR_retnet#94339052 = NA) OR (TR_retnet#94339052 = null)) THEN null ELSE cast(TR_retnet#94339052 as float) END AS TR_retnet#94339518, CASE WHEN ((IR_retnet#94339053 = NA) OR (IR_retnet#94339053 = null)) THEN null ELSE cast(IR_retnet#94339053 as float) END AS IR_retnet#94339519, ... 2 more fields]
+- FileScan csv [sector_id#94339030,retIC#94339031,resretIC#94339032,numcos#94339033,numdates#94339034,annual_bmret#94339035,annual_ret#94339036,std_ret#94339037,Sharpe_ret#94339038,PctPos_ret#94339039,TR_ret#94339040,IR_ret#94339041,annual_resret#94339042,std_resret#94339043,Sharpe_resret#94339044,PctPos_resret#94339045,TR_resret#94339046,IR_resret#94339047,annual_retnet#94339048,std_retnet#94339049,Sharpe_retnet#94339050,PctPos_retnet#94339051,TR_retnet#94339052,IR_retnet#94339053,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/estimize_signal_histor..., 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#94339030, retIC#94339031, resretIC#94339032, numcos#94339033, numdates#94339034, annual_bmret#94339035, annual_ret#94339036, std_ret#94339037, Sharpe_ret#94339038, PctPos_ret#94339039, TR_ret#94339040, IR_ret#94339041, annual_resret#94339042, std_resret#94339043, Sharpe_resret#94339044, PctPos_resret#94339045, TR_resret#94339046, IR_resret#94339047, annual_retnet#94339048, std_retnet#94339049, Sharpe_retnet#94339050, PctPos_retnet#94339051, TR_retnet#94339052, IR_retnet#94339053, turnover#94339054, coverage#94339055]
Batched: false
Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/estimize_signal_history/estimizesignal_preearnings/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#94339030 = NA) OR (sector_id#94339030 = null)) THEN null ELSE cast(sector_id#94339030 as int) END AS sector_id#94339267, CASE WHEN ((retIC#94339031 = NA) OR (retIC#94339031 = null)) THEN null ELSE cast(retIC#94339031 as float) END AS retIC#94339268, CASE WHEN ((resretIC#94339032 = NA) OR (resretIC#94339032 = null)) THEN null ELSE cast(resretIC#94339032 as float) END AS resretIC#94339269, CASE WHEN ((numcos#94339033 = NA) OR (numcos#94339033 = null)) THEN null ELSE cast(numcos#94339033 as float) END AS numcos#94339270, CASE WHEN ((numdates#94339034 = NA) OR (numdates#94339034 = null)) THEN null ELSE cast(numdates#94339034 as float) END AS numdates#94339271, CASE WHEN ((annual_bmret#94339035 = NA) OR (annual_bmret#94339035 = null)) THEN null ELSE cast(annual_bmret#94339035 as float) END AS annual_bmret#94339272, CASE WHEN ((annual_ret#94339036 = NA) OR (annual_ret#94339036 = null)) THEN null ELSE cast(annual_ret#94339036 as float) END AS annual_ret#94339444, CASE WHEN ((std_ret#94339037 = NA) OR (std_ret#94339037 = null)) THEN null ELSE cast(std_ret#94339037 as float) END AS std_ret#94339458, CASE WHEN ((Sharpe_ret#94339038 = NA) OR (Sharpe_ret#94339038 = null)) THEN null ELSE cast(Sharpe_ret#94339038 as float) END AS Sharpe_ret#94339472, CASE WHEN ((PctPos_ret#94339039 = NA) OR (PctPos_ret#94339039 = null)) THEN null ELSE cast(PctPos_ret#94339039 as float) END AS PctPos_ret#94339486, CASE WHEN ((TR_ret#94339040 = NA) OR (TR_ret#94339040 = null)) THEN null ELSE cast(TR_ret#94339040 as float) END AS TR_ret#94339490, CASE WHEN ((IR_ret#94339041 = NA) OR (IR_ret#94339041 = null)) THEN null ELSE cast(IR_ret#94339041 as float) END AS IR_ret#94339504, CASE WHEN ((annual_resret#94339042 = NA) OR (annual_resret#94339042 = null)) THEN null ELSE cast(annual_resret#94339042 as float) END AS annual_resret#94339506, CASE WHEN ((std_resret#94339043 = NA) OR (std_resret#94339043 = null)) THEN null ELSE cast(std_resret#94339043 as float) END AS std_resret#94339509, CASE WHEN ((Sharpe_resret#94339044 = NA) OR (Sharpe_resret#94339044 = null)) THEN null ELSE cast(Sharpe_resret#94339044 as float) END AS Sharpe_resret#94339510, CASE WHEN ((PctPos_resret#94339045 = NA) OR (PctPos_resret#94339045 = null)) THEN null ELSE cast(PctPos_resret#94339045 as float) END AS PctPos_resret#94339511, CASE WHEN ((TR_resret#94339046 = NA) OR (TR_resret#94339046 = null)) THEN null ELSE cast(TR_resret#94339046 as float) END AS TR_resret#94339512, CASE WHEN ((IR_resret#94339047 = NA) OR (IR_resret#94339047 = null)) THEN null ELSE cast(IR_resret#94339047 as float) END AS IR_resret#94339513, CASE WHEN ((annual_retnet#94339048 = NA) OR (annual_retnet#94339048 = null)) THEN null ELSE cast(annual_retnet#94339048 as float) END AS annual_retnet#94339514, CASE WHEN ((std_retnet#94339049 = NA) OR (std_retnet#94339049 = null)) THEN null ELSE cast(std_retnet#94339049 as float) END AS std_retnet#94339515, CASE WHEN ((Sharpe_retnet#94339050 = NA) OR (Sharpe_retnet#94339050 = null)) THEN null ELSE cast(Sharpe_retnet#94339050 as float) END AS Sharpe_retnet#94339516, CASE WHEN ((PctPos_retnet#94339051 = NA) OR (PctPos_retnet#94339051 = null)) THEN null ELSE cast(PctPos_retnet#94339051 as float) END AS PctPos_retnet#94339517, CASE WHEN ((TR_retnet#94339052 = NA) OR (TR_retnet#94339052 = null)) THEN null ELSE cast(TR_retnet#94339052 as float) END AS TR_retnet#94339518, CASE WHEN ((IR_retnet#94339053 = NA) OR (IR_retnet#94339053 = null)) THEN null ELSE cast(IR_retnet#94339053 as float) END AS IR_retnet#94339519, CASE WHEN ((turnover#94339054 = NA) OR (turnover#94339054 = null)) THEN null ELSE cast(turnover#94339054 as float) END AS turnover#94339520, CASE WHEN ((coverage#94339055 = NA) OR (coverage#94339055 = null)) THEN null ELSE cast(coverage#94339055 as float) END AS coverage#94339521]
Input [26]: [sector_id#94339030, retIC#94339031, resretIC#94339032, numcos#94339033, numdates#94339034, annual_bmret#94339035, annual_ret#94339036, std_ret#94339037, Sharpe_ret#94339038, PctPos_ret#94339039, TR_ret#94339040, IR_ret#94339041, annual_resret#94339042, std_resret#94339043, Sharpe_resret#94339044, PctPos_resret#94339045, TR_resret#94339046, IR_resret#94339047, annual_retnet#94339048, std_retnet#94339049, Sharpe_retnet#94339050, PctPos_retnet#94339051, TR_retnet#94339052, IR_retnet#94339053, turnover#94339054, coverage#94339055]
(7) ColumnarToRow [codegen id : 1]
Input [4]: [coverage#94339521, numcos#94339270, numdates#94339271, sector_id#94339267]
(8) Filter [codegen id : 1]
Input [4]: [coverage#94339521, numcos#94339270, numdates#94339271, sector_id#94339267]
Condition : isnotnull(sector_id#94339267)
(9) Project [codegen id : 1]
Output [5]: [sector_id#94339267, numcos#94339270, numdates#94339271, coverage#94339521, round((cast(numcos#94339270 as double) / cast(coverage#94339521 as double)), 0) AS universe#94339595]
Input [4]: [coverage#94339521, numcos#94339270, numdates#94339271, sector_id#94339267]
(10) BroadcastExchange
Input [5]: [sector_id#94339267, numcos#94339270, numdates#94339271, coverage#94339521, universe#94339595]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#7532233]
(11) InMemoryTableScan
Output [3]: [sector_id#94160418, sort#94160419, description#94160423]
Arguments: [sector_id#94160418, sort#94160419, description#94160423], [isnotnull(sector_id#94160418)]
(12) 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)
(13) 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>
(14) 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]
(15) Filter
Input [3]: [sector_id#94160418, sort#94160419, description#94160423]
Condition : isnotnull(sector_id#94160418)
(16) BroadcastHashJoin [codegen id : 2]
Left keys [1]: [sector_id#94339267]
Right keys [1]: [sector_id#94160418]
Join condition: None
(17) Project [codegen id : 2]
Output [7]: [sector_id#94339267, numcos#94339270, numdates#94339271, sort#94160419, description#94160423, universe#94339595, coverage#94339521]
Input [8]: [sector_id#94339267, numcos#94339270, numdates#94339271, coverage#94339521, universe#94339595, sector_id#94160418, sort#94160419, description#94160423]
(18) Exchange
Input [7]: [sector_id#94339267, numcos#94339270, numdates#94339271, sort#94160419, description#94160423, universe#94339595, coverage#94339521]
Arguments: rangepartitioning(sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7532240]
(19) Sort [codegen id : 3]
Input [7]: [sector_id#94339267, numcos#94339270, numdates#94339271, sort#94160419, description#94160423, universe#94339595, coverage#94339521]
Arguments: [sort#94160419 ASC NULLS FIRST, description#94160423 ASC NULLS FIRST], true, 0
(20) CollectLimit
Input [7]: [sector_id#94339267, numcos#94339270, numdates#94339271, sort#94160419, description#94160423, universe#94339595, coverage#94339521]
Arguments: 1000000