== Physical Plan == CollectLimit (18) +- InMemoryTableScan (1) +- InMemoryRelation (2) +- * Sort (17) +- Exchange (16) +- * Project (15) +- * BroadcastHashJoin Inner BuildLeft (14) :- BroadcastExchange (8) : +- * Filter (7) : +- InMemoryTableScan (3) : +- InMemoryRelation (4) : +- * Project (6) : +- Scan csv (5) +- * Filter (13) +- InMemoryTableScan (9) +- InMemoryRelation (10) +- * Project (12) +- Scan csv (11) (1) InMemoryTableScan Output [7]: [cap#94010644, numcos#94010657, numdates#94010661, sort#93880531, description#93880533, universe#93880535, coverage#94135545] Arguments: [cap#94010644, numcos#94010657, numdates#94010661, sort#93880531, description#93880533, universe#93880535, coverage#94135545] (2) InMemoryRelation Arguments: [cap#94010644, numcos#94010657, numdates#94010661, sort#93880531, description#93880533, universe#93880535, coverage#94135545], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(3) Sort [sort#93880531 ASC NULLS FIRST, description#93880533 ASC NULLS FIRST], true, 0 +- Exchange rangepartitioning(sort#93880531 ASC NULLS FIRST, description#93880533 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7506102] +- *(2) Project [cap#94010644, numcos#94010657, numdates#94010661, sort#93880531, description#93880533, universe#93880535, (cast(numcos#94010657 as double) / cast(universe#93880535 as double)) AS coverage#94010966] +- *(2) BroadcastHashJoin [knownfloatingpointnormalized(normalizenanandzero(cap#94010644))], [knownfloatingpointnormalized(normalizenanandzero(cast(cap#93880528 as float)))], Inner, BuildLeft, false :- BroadcastExchange HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7506095] : +- *(1) Filter isnotnull(cap#94010644) : +- InMemoryTableScan [cap#94010644, numcos#94010657, numdates#94010661], [isnotnull(cap#94010644)] : +- InMemoryRelation [cap#94010644, retIC#94010648, resretIC#94010653, numcos#94010657, numdates#94010661, annual_bmret#94010666, annual_ret#94010671, std_ret#94010676, Sharpe_ret#94010680, PctPos_ret#94010684, TR_ret#94010696, IR_ret#94010697, annual_resret#94010699, std_resret#94010700, Sharpe_resret#94010701, PctPos_resret#94010702, TR_resret#94010703, IR_resret#94010704, annual_retnet#94010705, std_retnet#94010706, Sharpe_retnet#94010707, PctPos_retnet#94010720, TR_retnet#94010722, IR_retnet#94010723, ... 2 more fields], StorageLevel(disk, memory, deserialized, 1 replicas) : +- *(1) Project [CASE WHEN ((cap#94010439 = NA) OR (cap#94010439 = null)) THEN null ELSE cast(cap#94010439 as float) END AS cap#94010644, CASE WHEN ((retIC#94010440 = NA) OR (retIC#94010440 = null)) THEN null ELSE cast(retIC#94010440 as float) END AS retIC#94010648, CASE WHEN ((resretIC#94010441 = NA) OR (resretIC#94010441 = null)) THEN null ELSE cast(resretIC#94010441 as float) END AS resretIC#94010653, CASE WHEN ((numcos#94010442 = NA) OR (numcos#94010442 = null)) THEN null ELSE cast(numcos#94010442 as float) END AS numcos#94010657, CASE WHEN ((numdates#94010443 = NA) OR (numdates#94010443 = null)) THEN null ELSE cast(numdates#94010443 as int) END AS numdates#94010661, CASE WHEN (annual_bmret#94010444 = null) THEN null ELSE annual_bmret#94010444 END AS annual_bmret#94010666, CASE WHEN ((annual_ret#94010445 = NA) OR (annual_ret#94010445 = null)) THEN null ELSE cast(annual_ret#94010445 as float) END AS annual_ret#94010671, CASE WHEN ((std_ret#94010446 = NA) OR (std_ret#94010446 = null)) THEN null ELSE cast(std_ret#94010446 as float) END AS std_ret#94010676, CASE WHEN ((Sharpe_ret#94010447 = NA) OR (Sharpe_ret#94010447 = null)) THEN null ELSE cast(Sharpe_ret#94010447 as float) END AS Sharpe_ret#94010680, CASE WHEN ((PctPos_ret#94010448 = NA) OR (PctPos_ret#94010448 = null)) THEN null ELSE cast(PctPos_ret#94010448 as float) END AS PctPos_ret#94010684, CASE WHEN (TR_ret#94010449 = null) THEN null ELSE TR_ret#94010449 END AS TR_ret#94010696, CASE WHEN (IR_ret#94010450 = null) THEN null ELSE IR_ret#94010450 END AS IR_ret#94010697, CASE WHEN ((annual_resret#94010451 = NA) OR (annual_resret#94010451 = null)) THEN null ELSE cast(annual_resret#94010451 as float) END AS annual_resret#94010699, CASE WHEN ((std_resret#94010452 = NA) OR (std_resret#94010452 = null)) THEN null ELSE cast(std_resret#94010452 as float) END AS std_resret#94010700, CASE WHEN ((Sharpe_resret#94010453 = NA) OR (Sharpe_resret#94010453 = null)) THEN null ELSE cast(Sharpe_resret#94010453 as float) END AS Sharpe_resret#94010701, CASE WHEN ((PctPos_resret#94010454 = NA) OR (PctPos_resret#94010454 = null)) THEN null ELSE cast(PctPos_resret#94010454 as float) END AS PctPos_resret#94010702, CASE WHEN (TR_resret#94010455 = null) THEN null ELSE TR_resret#94010455 END AS TR_resret#94010703, CASE WHEN (IR_resret#94010456 = null) THEN null ELSE IR_resret#94010456 END AS IR_resret#94010704, CASE WHEN ((annual_retnet#94010457 = NA) OR (annual_retnet#94010457 = null)) THEN null ELSE cast(annual_retnet#94010457 as float) END AS annual_retnet#94010705, CASE WHEN ((std_retnet#94010458 = NA) OR (std_retnet#94010458 = null)) THEN null ELSE cast(std_retnet#94010458 as float) END AS std_retnet#94010706, CASE WHEN ((Sharpe_retnet#94010459 = NA) OR (Sharpe_retnet#94010459 = null)) THEN null ELSE cast(Sharpe_retnet#94010459 as float) END AS Sharpe_retnet#94010707, CASE WHEN ((PctPos_retnet#94010460 = NA) OR (PctPos_retnet#94010460 = null)) THEN null ELSE cast(PctPos_retnet#94010460 as float) END AS PctPos_retnet#94010720, CASE WHEN (TR_retnet#94010461 = null) THEN null ELSE TR_retnet#94010461 END AS TR_retnet#94010722, CASE WHEN (IR_retnet#94010462 = null) THEN null ELSE IR_retnet#94010462 END AS IR_retnet#94010723, ... 2 more fields] : +- FileScan csv [cap#94010439,retIC#94010440,resretIC#94010441,numcos#94010442,numdates#94010443,annual_bmret#94010444,annual_ret#94010445,std_ret#94010446,Sharpe_ret#94010447,PctPos_ret#94010448,TR_ret#94010449,IR_ret#94010450,annual_resret#94010451,std_resret#94010452,Sharpe_resret#94010453,PctPos_resret#94010454,TR_resret#94010455,IR_resret#94010456,annual_retnet#94010457,std_retnet#94010458,Sharpe_retnet#94010459,PctPos_retnet#94010460,TR_retnet#94010461,IR_retnet#94010462,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/rankviews_history/rank..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:string,... +- *(2) Filter isnotnull(cap#93880528) +- InMemoryTableScan [cap#93880528, sort#93880531, description#93880533, universe#93880535], [isnotnull(cap#93880528)] +- InMemoryRelation [cap#93880528, sort#93880531, description#93880533, universe#93880535], StorageLevel(disk, memory, deserialized, 1 replicas) +- *(1) Project [CASE WHEN ((cap#93880496 = NA) OR (cap#93880496 = null)) THEN null ELSE cast(cap#93880496 as int) END AS cap#93880528, CASE WHEN (sort#93880498 = null) THEN null ELSE sort#93880498 END AS sort#93880531, CASE WHEN (description#93880500 = null) THEN null ELSE description#93880500 END AS description#93880533, CASE WHEN ((universe#93880502 = NA) OR (universe#93880502 = null)) THEN null ELSE cast(universe#93880502 as int) END AS universe#93880535] +- FileScan csv [cap#93880496,sort#93880498,description#93880500,universe#93880502] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/curate/curate_cap.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,sort:string,description:string,universe:string> ,None), [sort#93880531 ASC NULLS FIRST, description#93880533 ASC NULLS FIRST] (3) InMemoryTableScan Output [3]: [cap#94010644, numcos#94010657, numdates#94010661] Arguments: [cap#94010644, numcos#94010657, numdates#94010661], [isnotnull(cap#94010644)] (4) InMemoryRelation Arguments: [cap#94010644, retIC#94010648, resretIC#94010653, numcos#94010657, numdates#94010661, annual_bmret#94010666, annual_ret#94010671, std_ret#94010676, Sharpe_ret#94010680, PctPos_ret#94010684, TR_ret#94010696, IR_ret#94010697, annual_resret#94010699, std_resret#94010700, Sharpe_resret#94010701, PctPos_resret#94010702, TR_resret#94010703, IR_resret#94010704, annual_retnet#94010705, std_retnet#94010706, Sharpe_retnet#94010707, PctPos_retnet#94010720, TR_retnet#94010722, IR_retnet#94010723, ... 2 more fields], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#94010439 = NA) OR (cap#94010439 = null)) THEN null ELSE cast(cap#94010439 as float) END AS cap#94010644, CASE WHEN ((retIC#94010440 = NA) OR (retIC#94010440 = null)) THEN null ELSE cast(retIC#94010440 as float) END AS retIC#94010648, CASE WHEN ((resretIC#94010441 = NA) OR (resretIC#94010441 = null)) THEN null ELSE cast(resretIC#94010441 as float) END AS resretIC#94010653, CASE WHEN ((numcos#94010442 = NA) OR (numcos#94010442 = null)) THEN null ELSE cast(numcos#94010442 as float) END AS numcos#94010657, CASE WHEN ((numdates#94010443 = NA) OR (numdates#94010443 = null)) THEN null ELSE cast(numdates#94010443 as int) END AS numdates#94010661, CASE WHEN (annual_bmret#94010444 = null) THEN null ELSE annual_bmret#94010444 END AS annual_bmret#94010666, CASE WHEN ((annual_ret#94010445 = NA) OR (annual_ret#94010445 = null)) THEN null ELSE cast(annual_ret#94010445 as float) END AS annual_ret#94010671, CASE WHEN ((std_ret#94010446 = NA) OR (std_ret#94010446 = null)) THEN null ELSE cast(std_ret#94010446 as float) END AS std_ret#94010676, CASE WHEN ((Sharpe_ret#94010447 = NA) OR (Sharpe_ret#94010447 = null)) THEN null ELSE cast(Sharpe_ret#94010447 as float) END AS Sharpe_ret#94010680, CASE WHEN ((PctPos_ret#94010448 = NA) OR (PctPos_ret#94010448 = null)) THEN null ELSE cast(PctPos_ret#94010448 as float) END AS PctPos_ret#94010684, CASE WHEN (TR_ret#94010449 = null) THEN null ELSE TR_ret#94010449 END AS TR_ret#94010696, CASE WHEN (IR_ret#94010450 = null) THEN null ELSE IR_ret#94010450 END AS IR_ret#94010697, CASE WHEN ((annual_resret#94010451 = NA) OR (annual_resret#94010451 = null)) THEN null ELSE cast(annual_resret#94010451 as float) END AS annual_resret#94010699, CASE WHEN ((std_resret#94010452 = NA) OR (std_resret#94010452 = null)) THEN null ELSE cast(std_resret#94010452 as float) END AS std_resret#94010700, CASE WHEN ((Sharpe_resret#94010453 = NA) OR (Sharpe_resret#94010453 = null)) THEN null ELSE cast(Sharpe_resret#94010453 as float) END AS Sharpe_resret#94010701, CASE WHEN ((PctPos_resret#94010454 = NA) OR (PctPos_resret#94010454 = null)) THEN null ELSE cast(PctPos_resret#94010454 as float) END AS PctPos_resret#94010702, CASE WHEN (TR_resret#94010455 = null) THEN null ELSE TR_resret#94010455 END AS TR_resret#94010703, CASE WHEN (IR_resret#94010456 = null) THEN null ELSE IR_resret#94010456 END AS IR_resret#94010704, CASE WHEN ((annual_retnet#94010457 = NA) OR (annual_retnet#94010457 = null)) THEN null ELSE cast(annual_retnet#94010457 as float) END AS annual_retnet#94010705, CASE WHEN ((std_retnet#94010458 = NA) OR (std_retnet#94010458 = null)) THEN null ELSE cast(std_retnet#94010458 as float) END AS std_retnet#94010706, CASE WHEN ((Sharpe_retnet#94010459 = NA) OR (Sharpe_retnet#94010459 = null)) THEN null ELSE cast(Sharpe_retnet#94010459 as float) END AS Sharpe_retnet#94010707, CASE WHEN ((PctPos_retnet#94010460 = NA) OR (PctPos_retnet#94010460 = null)) THEN null ELSE cast(PctPos_retnet#94010460 as float) END AS PctPos_retnet#94010720, CASE WHEN (TR_retnet#94010461 = null) THEN null ELSE TR_retnet#94010461 END AS TR_retnet#94010722, CASE WHEN (IR_retnet#94010462 = null) THEN null ELSE IR_retnet#94010462 END AS IR_retnet#94010723, ... 2 more fields] +- FileScan csv [cap#94010439,retIC#94010440,resretIC#94010441,numcos#94010442,numdates#94010443,annual_bmret#94010444,annual_ret#94010445,std_ret#94010446,Sharpe_ret#94010447,PctPos_ret#94010448,TR_ret#94010449,IR_ret#94010450,annual_resret#94010451,std_resret#94010452,Sharpe_resret#94010453,PctPos_resret#94010454,TR_resret#94010455,IR_resret#94010456,annual_retnet#94010457,std_retnet#94010458,Sharpe_retnet#94010459,PctPos_retnet#94010460,TR_retnet#94010461,IR_retnet#94010462,... 2 more fields] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/output/rankviews_history/rank..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,retIC:string,resretIC:string,numcos:string,numdates:string,annual_bmret:string,... ,None) (5) Scan csv Output [26]: [cap#94010439, retIC#94010440, resretIC#94010441, numcos#94010442, numdates#94010443, annual_bmret#94010444, annual_ret#94010445, std_ret#94010446, Sharpe_ret#94010447, PctPos_ret#94010448, TR_ret#94010449, IR_ret#94010450, annual_resret#94010451, std_resret#94010452, Sharpe_resret#94010453, PctPos_resret#94010454, TR_resret#94010455, IR_resret#94010456, annual_retnet#94010457, std_retnet#94010458, Sharpe_retnet#94010459, PctPos_retnet#94010460, TR_retnet#94010461, IR_retnet#94010462, turnover#94010463, coverage#94010464] Batched: false Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/output/rankviews_history/rankviews/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#94010439 = NA) OR (cap#94010439 = null)) THEN null ELSE cast(cap#94010439 as float) END AS cap#94010644, CASE WHEN ((retIC#94010440 = NA) OR (retIC#94010440 = null)) THEN null ELSE cast(retIC#94010440 as float) END AS retIC#94010648, CASE WHEN ((resretIC#94010441 = NA) OR (resretIC#94010441 = null)) THEN null ELSE cast(resretIC#94010441 as float) END AS resretIC#94010653, CASE WHEN ((numcos#94010442 = NA) OR (numcos#94010442 = null)) THEN null ELSE cast(numcos#94010442 as float) END AS numcos#94010657, CASE WHEN ((numdates#94010443 = NA) OR (numdates#94010443 = null)) THEN null ELSE cast(numdates#94010443 as int) END AS numdates#94010661, CASE WHEN (annual_bmret#94010444 = null) THEN null ELSE annual_bmret#94010444 END AS annual_bmret#94010666, CASE WHEN ((annual_ret#94010445 = NA) OR (annual_ret#94010445 = null)) THEN null ELSE cast(annual_ret#94010445 as float) END AS annual_ret#94010671, CASE WHEN ((std_ret#94010446 = NA) OR (std_ret#94010446 = null)) THEN null ELSE cast(std_ret#94010446 as float) END AS std_ret#94010676, CASE WHEN ((Sharpe_ret#94010447 = NA) OR (Sharpe_ret#94010447 = null)) THEN null ELSE cast(Sharpe_ret#94010447 as float) END AS Sharpe_ret#94010680, CASE WHEN ((PctPos_ret#94010448 = NA) OR (PctPos_ret#94010448 = null)) THEN null ELSE cast(PctPos_ret#94010448 as float) END AS PctPos_ret#94010684, CASE WHEN (TR_ret#94010449 = null) THEN null ELSE TR_ret#94010449 END AS TR_ret#94010696, CASE WHEN (IR_ret#94010450 = null) THEN null ELSE IR_ret#94010450 END AS IR_ret#94010697, CASE WHEN ((annual_resret#94010451 = NA) OR (annual_resret#94010451 = null)) THEN null ELSE cast(annual_resret#94010451 as float) END AS annual_resret#94010699, CASE WHEN ((std_resret#94010452 = NA) OR (std_resret#94010452 = null)) THEN null ELSE cast(std_resret#94010452 as float) END AS std_resret#94010700, CASE WHEN ((Sharpe_resret#94010453 = NA) OR (Sharpe_resret#94010453 = null)) THEN null ELSE cast(Sharpe_resret#94010453 as float) END AS Sharpe_resret#94010701, CASE WHEN ((PctPos_resret#94010454 = NA) OR (PctPos_resret#94010454 = null)) THEN null ELSE cast(PctPos_resret#94010454 as float) END AS PctPos_resret#94010702, CASE WHEN (TR_resret#94010455 = null) THEN null ELSE TR_resret#94010455 END AS TR_resret#94010703, CASE WHEN (IR_resret#94010456 = null) THEN null ELSE IR_resret#94010456 END AS IR_resret#94010704, CASE WHEN ((annual_retnet#94010457 = NA) OR (annual_retnet#94010457 = null)) THEN null ELSE cast(annual_retnet#94010457 as float) END AS annual_retnet#94010705, CASE WHEN ((std_retnet#94010458 = NA) OR (std_retnet#94010458 = null)) THEN null ELSE cast(std_retnet#94010458 as float) END AS std_retnet#94010706, CASE WHEN ((Sharpe_retnet#94010459 = NA) OR (Sharpe_retnet#94010459 = null)) THEN null ELSE cast(Sharpe_retnet#94010459 as float) END AS Sharpe_retnet#94010707, CASE WHEN ((PctPos_retnet#94010460 = NA) OR (PctPos_retnet#94010460 = null)) THEN null ELSE cast(PctPos_retnet#94010460 as float) END AS PctPos_retnet#94010720, CASE WHEN (TR_retnet#94010461 = null) THEN null ELSE TR_retnet#94010461 END AS TR_retnet#94010722, CASE WHEN (IR_retnet#94010462 = null) THEN null ELSE IR_retnet#94010462 END AS IR_retnet#94010723, CASE WHEN ((turnover#94010463 = NA) OR (turnover#94010463 = null)) THEN null ELSE cast(turnover#94010463 as float) END AS turnover#94010724, CASE WHEN ((coverage#94010464 = NA) OR (coverage#94010464 = null)) THEN null ELSE cast(coverage#94010464 as float) END AS coverage#94010737] Input [26]: [cap#94010439, retIC#94010440, resretIC#94010441, numcos#94010442, numdates#94010443, annual_bmret#94010444, annual_ret#94010445, std_ret#94010446, Sharpe_ret#94010447, PctPos_ret#94010448, TR_ret#94010449, IR_ret#94010450, annual_resret#94010451, std_resret#94010452, Sharpe_resret#94010453, PctPos_resret#94010454, TR_resret#94010455, IR_resret#94010456, annual_retnet#94010457, std_retnet#94010458, Sharpe_retnet#94010459, PctPos_retnet#94010460, TR_retnet#94010461, IR_retnet#94010462, turnover#94010463, coverage#94010464] (7) Filter [codegen id : 1] Input [3]: [cap#94010644, numcos#94010657, numdates#94010661] Condition : isnotnull(cap#94010644) (8) BroadcastExchange Input [3]: [cap#94010644, numcos#94010657, numdates#94010661] Arguments: HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7506095] (9) InMemoryTableScan Output [4]: [cap#93880528, sort#93880531, description#93880533, universe#93880535] Arguments: [cap#93880528, sort#93880531, description#93880533, universe#93880535], [isnotnull(cap#93880528)] (10) InMemoryRelation Arguments: [cap#93880528, sort#93880531, description#93880533, universe#93880535], CachedRDDBuilder(org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer@208e3fd9,StorageLevel(disk, memory, deserialized, 1 replicas),*(1) Project [CASE WHEN ((cap#93880496 = NA) OR (cap#93880496 = null)) THEN null ELSE cast(cap#93880496 as int) END AS cap#93880528, CASE WHEN (sort#93880498 = null) THEN null ELSE sort#93880498 END AS sort#93880531, CASE WHEN (description#93880500 = null) THEN null ELSE description#93880500 END AS description#93880533, CASE WHEN ((universe#93880502 = NA) OR (universe#93880502 = null)) THEN null ELSE cast(universe#93880502 as int) END AS universe#93880535] +- FileScan csv [cap#93880496,sort#93880498,description#93880500,universe#93880502] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/curate/curate_cap.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,sort:string,description:string,universe:string> ,None) (11) Scan csv Output [4]: [cap#93880496, sort#93880498, description#93880500, universe#93880502] Batched: false Location: InMemoryFileIndex [file:/srv/plusamp/data/default/ea-market/curate/curate_cap.csv] ReadSchema: struct<cap:string,sort:string,description:string,universe:string> (12) Project [codegen id : 1] Output [4]: [CASE WHEN ((cap#93880496 = NA) OR (cap#93880496 = null)) THEN null ELSE cast(cap#93880496 as int) END AS cap#93880528, CASE WHEN (sort#93880498 = null) THEN null ELSE sort#93880498 END AS sort#93880531, CASE WHEN (description#93880500 = null) THEN null ELSE description#93880500 END AS description#93880533, CASE WHEN ((universe#93880502 = NA) OR (universe#93880502 = null)) THEN null ELSE cast(universe#93880502 as int) END AS universe#93880535] Input [4]: [cap#93880496, sort#93880498, description#93880500, universe#93880502] (13) Filter Input [4]: [cap#93880528, sort#93880531, description#93880533, universe#93880535] Condition : isnotnull(cap#93880528) (14) BroadcastHashJoin [codegen id : 2] Left keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cap#94010644))] Right keys [1]: [knownfloatingpointnormalized(normalizenanandzero(cast(cap#93880528 as float)))] Join condition: None (15) Project [codegen id : 2] Output [7]: [cap#94010644, numcos#94010657, numdates#94010661, sort#93880531, description#93880533, universe#93880535, (cast(numcos#94010657 as double) / cast(universe#93880535 as double)) AS coverage#94010966] Input [7]: [cap#94010644, numcos#94010657, numdates#94010661, cap#93880528, sort#93880531, description#93880533, universe#93880535] (16) Exchange Input [7]: [cap#94010644, numcos#94010657, numdates#94010661, sort#93880531, description#93880533, universe#93880535, coverage#94010966] Arguments: rangepartitioning(sort#93880531 ASC NULLS FIRST, description#93880533 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7506102] (17) Sort [codegen id : 3] Input [7]: [cap#94010644, numcos#94010657, numdates#94010661, sort#93880531, description#93880533, universe#93880535, coverage#94010966] Arguments: [sort#93880531 ASC NULLS FIRST, description#93880533 ASC NULLS FIRST], true, 0 (18) CollectLimit Input [7]: [cap#94010644, numcos#94010657, numdates#94010661, sort#93880531, description#93880533, universe#93880535, coverage#94135545] Arguments: 1000000