Re: Review Request 13059: HIVE-4850 Implement vector mode map join
--- This is an automatically generated e-mail. To reply, visit: https://reviews.apache.org/r/13059/#review28671 --- ql/src/java/org/apache/hadoop/hive/ql/exec/vector/ColumnVector.java https://reviews.apache.org/r/13059/#comment55588 Nice to see good comments ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssign.java https://reviews.apache.org/r/13059/#comment55589 A comment that explains at a high level where and how this interface is used would be helpful. ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55593 should these fields be marked private? ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55594 Please add a comment that explains this method. Should this be a new method on ByteColumnVector or can you use BytesColumnVector.setVal()? setVal automatically extends the internal buffer if needed. ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55612 Please add a comment to explain the purpose of this method ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55617 conventions are to put blanks before and after operators =, etc. ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55616 The Sun Java coding style conventions that are used for Hive say to use this style: } else [if (...)] { ... } ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55618 Please add a descriptive comment for this method ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55622 and the what? ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java https://reviews.apache.org/r/13059/#comment55627 remove blank comment? ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java https://reviews.apache.org/r/13059/#comment55629 correct spelling of Vectorization ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java https://reviews.apache.org/r/13059/#comment55632 supper - super? Please explain what out-of-band params are. ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java https://reviews.apache.org/r/13059/#comment55635 colon should be surounded by blanks ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizedRowBatch.java https://reviews.apache.org/r/13059/#comment55653 Please add a comment that describes what this method does. ql/src/java/org/apache/hadoop/hive/ql/optimizer/physical/Vectorizer.java https://reviews.apache.org/r/13059/#comment55654 Please add a comment ql/src/java/org/apache/hadoop/hive/ql/optimizer/physical/Vectorizer.java https://reviews.apache.org/r/13059/#comment55649 Please add a comment explaining what's done by this method ql/src/java/org/apache/hadoop/hive/ql/optimizer/physical/Vectorizer.java https://reviews.apache.org/r/13059/#comment55650 Please add a descriptive comment for this method This looks good. I made a bunch of stylistic comments. Could you also add a page or so of design description to the design document for vectorized query execution attached to HIVE-4160? Thanks Remus. -Eric - Eric Hanson On Oct. 12, 2013, 9:51 p.m., Remus Rusanu wrote: --- This is an automatically generated e-mail. To reply, visit: https://reviews.apache.org/r/13059/ --- (Updated Oct. 12, 2013, 9:51 p.m.) Review request for hive, Eric Hanson and Jitendra Pandey. Bugs: HIVE-4850 https://issues.apache.org/jira/browse/HIVE-4850 Repository: hive-git Description --- This is a working implementation based on current trunk. It is simpler than the .1 patch in as it delegates the JOIN entirely to the row-mode MapJoinOperator. The vectorized operator is literally calling the row-mode implementaiton for each row in the input batch and collects the row-mode forward into the output batch. This is not as bad as it seems because the JOIN operators has to resort to row-mode operations anyway, due to the small tables (hashtables) being row-mode (objects and object-inspectors). By delegating the entire join logic to the row mode we piggyback on the correctness of exiting implementation. I do plan to come up with a full-vectorized mode implementation but that would
RE: Review Request 13059: HIVE-4850 Implement vector mode map join
Thanks for the review! I will probably have to add a JIRA to address them, otherwise I don't have a vehicle for submitting the patch :) -Original Message- From: Eric Hanson [mailto:nore...@reviews.apache.org] On Behalf Of Eric Hanson Sent: Monday, November 11, 2013 10:09 PM To: Jitendra Pandey; Eric Hanson (SQL SERVER) Cc: Remus Rusanu; hive Subject: Re: Review Request 13059: HIVE-4850 Implement vector mode map join --- This is an automatically generated e-mail. To reply, visit: https://reviews.apache.org/r/13059/#review28671 --- ql/src/java/org/apache/hadoop/hive/ql/exec/vector/ColumnVector.java https://reviews.apache.org/r/13059/#comment55588 Nice to see good comments ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssign.java https://reviews.apache.org/r/13059/#comment55589 A comment that explains at a high level where and how this interface is used would be helpful. ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55593 should these fields be marked private? ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55594 Please add a comment that explains this method. Should this be a new method on ByteColumnVector or can you use BytesColumnVector.setVal()? setVal automatically extends the internal buffer if needed. ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55612 Please add a comment to explain the purpose of this method ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55617 conventions are to put blanks before and after operators =, etc. ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55616 The Sun Java coding style conventions that are used for Hive say to use this style: } else [if (...)] { ... } ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55618 Please add a descriptive comment for this method ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java https://reviews.apache.org/r/13059/#comment55622 and the what? ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java https://reviews.apache.org/r/13059/#comment55627 remove blank comment? ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java https://reviews.apache.org/r/13059/#comment55629 correct spelling of Vectorization ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java https://reviews.apache.org/r/13059/#comment55632 supper - super? Please explain what out-of-band params are. ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java https://reviews.apache.org/r/13059/#comment55635 colon should be surounded by blanks ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizedRowBatch.java https://reviews.apache.org/r/13059/#comment55653 Please add a comment that describes what this method does. ql/src/java/org/apache/hadoop/hive/ql/optimizer/physical/Vectorizer.java https://reviews.apache.org/r/13059/#comment55654 Please add a comment ql/src/java/org/apache/hadoop/hive/ql/optimizer/physical/Vectorizer.java https://reviews.apache.org/r/13059/#comment55649 Please add a comment explaining what's done by this method ql/src/java/org/apache/hadoop/hive/ql/optimizer/physical/Vectorizer.java https://reviews.apache.org/r/13059/#comment55650 Please add a descriptive comment for this method This looks good. I made a bunch of stylistic comments. Could you also add a page or so of design description to the design document for vectorized query execution attached to HIVE-4160? Thanks Remus. -Eric - Eric Hanson On Oct. 12, 2013, 9:51 p.m., Remus Rusanu wrote: --- This is an automatically generated e-mail. To reply, visit: https://reviews.apache.org/r/13059/ --- (Updated Oct. 12, 2013, 9:51 p.m.) Review request for hive, Eric Hanson and Jitendra Pandey. Bugs: HIVE-4850 https://issues.apache.org/jira/browse/HIVE-4850 Repository: hive-git Description --- This is a working implementation based on current trunk. It is simpler than the .1 patch in as it delegates the JOIN entirely to the row-mode MapJoinOperator. The vectorized operator is literally calling the row-mode implementaiton for each row in the input batch and collects
Re: Review Request 13059: HIVE-4850 Implement vector mode map join
--- This is an automatically generated e-mail. To reply, visit: https://reviews.apache.org/r/13059/ --- (Updated Oct. 12, 2013, 9:51 p.m.) Review request for hive, Eric Hanson and Jitendra Pandey. Bugs: HIVE-4850 https://issues.apache.org/jira/browse/HIVE-4850 Repository: hive-git Description --- This is a working implementation based on current trunk. It is simpler than the .1 patch in as it delegates the JOIN entirely to the row-mode MapJoinOperator. The vectorized operator is literally calling the row-mode implementaiton for each row in the input batch and collects the row-mode forward into the output batch. This is not as bad as it seems because the JOIN operators has to resort to row-mode operations anyway, due to the small tables (hashtables) being row-mode (objects and object-inspectors). By delegating the entire join logic to the row mode we piggyback on the correctness of exiting implementation. I do plan to come up with a full-vectorized mode implementation but that would require changes to the hash table creation-serialization. Note that the filtering and key evaluation of the big table does use vectorized operators. the row mode applies only to the key HT lookup and to the JOIN logic Diffs (updated) - ql/src/java/org/apache/hadoop/hive/ql/exec/CommonJoinOperator.java d320b47 ql/src/java/org/apache/hadoop/hive/ql/exec/JoinOperator.java 86db044 ql/src/java/org/apache/hadoop/hive/ql/exec/JoinUtil.java fa9ee35 ql/src/java/org/apache/hadoop/hive/ql/exec/MapJoinOperator.java 153b8ea ql/src/java/org/apache/hadoop/hive/ql/exec/OperatorFactory.java 54f2644 ql/src/java/org/apache/hadoop/hive/ql/exec/SMBMapJoinOperator.java cde1a59 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/ColumnVector.java 8b4c615 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssign.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorHashKeyWrapperBatch.java 9955d09 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorReduceSinkOperator.java 6df3551 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorSelectOperator.java 0fb763a ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizationContext.java 8f10644 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizedRowBatch.java ff13f89 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/expressions/VectorExpressionWriterFactory.java 9e189c9 ql/src/java/org/apache/hadoop/hive/ql/optimizer/physical/Vectorizer.java 02c32cb ql/src/java/org/apache/hadoop/hive/ql/plan/MapWork.java a72ec8b ql/src/test/queries/clientpositive/vectorized_mapjoin.q PRE-CREATION ql/src/test/results/clientpositive/vectorized_mapjoin.q.out PRE-CREATION Diff: https://reviews.apache.org/r/13059/diff/ Testing --- Manually run some join queries on alltypes_orc table. Thanks, Remus Rusanu
Re: Review Request 13059: HIVE-4850 Implement vector mode map join
--- This is an automatically generated e-mail. To reply, visit: https://reviews.apache.org/r/13059/ --- (Updated Oct. 9, 2013, 1:50 p.m.) Review request for hive, Eric Hanson and Jitendra Pandey. Bugs: HIVE-4850 https://issues.apache.org/jira/browse/HIVE-4850 Repository: hive-git Description --- This is a working implementation based on current trunk. It is simpler than the .1 patch in as it delegates the JOIN entirely to the row-mode MapJoinOperator. The vectorized operator is literally calling the row-mode implementaiton for each row in the input batch and collects the row-mode forward into the output batch. This is not as bad as it seems because the JOIN operators has to resort to row-mode operations anyway, due to the small tables (hashtables) being row-mode (objects and object-inspectors). By delegating the entire join logic to the row mode we piggyback on the correctness of exiting implementation. I do plan to come up with a full-vectorized mode implementation but that would require changes to the hash table creation-serialization. Note that the filtering and key evaluation of the big table does use vectorized operators. the row mode applies only to the key HT lookup and to the JOIN logic Diffs (updated) - ql/src/java/org/apache/hadoop/hive/ql/exec/CommonJoinOperator.java d320b47 ql/src/java/org/apache/hadoop/hive/ql/exec/JoinOperator.java 86db044 ql/src/java/org/apache/hadoop/hive/ql/exec/JoinUtil.java fa9ee35 ql/src/java/org/apache/hadoop/hive/ql/exec/MapJoinOperator.java 153b8ea ql/src/java/org/apache/hadoop/hive/ql/exec/OperatorFactory.java 8ab5395 ql/src/java/org/apache/hadoop/hive/ql/exec/SMBMapJoinOperator.java cde1a59 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/ColumnVector.java 8b4c615 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssign.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorHashKeyWrapperBatch.java 9955d09 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorReduceSinkOperator.java 6df3551 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorSelectOperator.java 0fb763a ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizationContext.java bd0955e ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizedRowBatch.java ff13f89 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/expressions/VectorExpressionWriterFactory.java 9e189c9 ql/src/java/org/apache/hadoop/hive/ql/optimizer/physical/Vectorizer.java df1c5a6 ql/src/java/org/apache/hadoop/hive/ql/plan/MapWork.java a72ec8b ql/src/test/queries/clientpositive/vectorized_mapjoin.q PRE-CREATION ql/src/test/results/clientpositive/vectorized_mapjoin.q.out PRE-CREATION Diff: https://reviews.apache.org/r/13059/diff/ Testing --- Manually run some join queries on alltypes_orc table. Thanks, Remus Rusanu
Re: Review Request 13059: HIVE-4850 Implement vector mode map join
--- This is an automatically generated e-mail. To reply, visit: https://reviews.apache.org/r/13059/ --- (Updated Oct. 3, 2013, 2:17 p.m.) Review request for hive, Eric Hanson and Jitendra Pandey. Bugs: HIVE-4850 https://issues.apache.org/jira/browse/HIVE-4850 Repository: hive-git Description --- This is not the final iteration, but I thought is easier to discuss it with a review. This implementation works, handles multiple aliases and multiple values per key. The implementation uses the exiting hash tables saved by the local task for the map join, which are row mode hash tables (have row mode keys and store row mode writable object values). Going forward we should avoid the size-of-big-table conversions of big table keys to row-mode and conversion of small table values to vector data. This would require either converting on-the-fly the hash tables to vector friendly ones (when loaded) or changing the local task tahstable sink to create a vectorization friendly hash. First approach may have memory consumption problems (potentially two hash tables end up in memory, would have to stream the transformation or transform as reading from serialized format... nasty). Diffs (updated) - ql/src/java/org/apache/hadoop/hive/ql/exec/CommonJoinOperator.java d320b47 ql/src/java/org/apache/hadoop/hive/ql/exec/JoinOperator.java 86db044 ql/src/java/org/apache/hadoop/hive/ql/exec/MapJoinOperator.java 153b8ea ql/src/java/org/apache/hadoop/hive/ql/exec/OperatorFactory.java 8ab5395 ql/src/java/org/apache/hadoop/hive/ql/exec/SMBMapJoinOperator.java cde1a59 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/ColumnVector.java 8b4c615 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssign.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorHashKeyWrapperBatch.java 9955d09 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorReduceSinkOperator.java 6df3551 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizationContext.java 02ebe14 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizedRowBatch.java ff13f89 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/expressions/VectorExpressionWriterFactory.java 9e189c9 ql/src/java/org/apache/hadoop/hive/ql/optimizer/physical/Vectorizer.java df1c5a6 ql/src/java/org/apache/hadoop/hive/ql/plan/MapWork.java a72ec8b Diff: https://reviews.apache.org/r/13059/diff/ Testing --- Manually run some join queries on alltypes_orc table. Thanks, Remus Rusanu
Re: Review Request 13059: HIVE-4850 Implement vector mode map join
--- This is an automatically generated e-mail. To reply, visit: https://reviews.apache.org/r/13059/ --- (Updated Oct. 3, 2013, 2:20 p.m.) Review request for hive, Eric Hanson and Jitendra Pandey. Bugs: HIVE-4850 https://issues.apache.org/jira/browse/HIVE-4850 Repository: hive-git Description (updated) --- This is a working implementation based on current trunk. It is simpler than the .1 patch in as it delegates the JOIN entirely to the row-mode MapJoinOperator. The vectorized operator is literally calling the row-mode implementaiton for each row in the input batch and collects the row-mode forward into the output batch. This is not as bad as it seems because the JOIN operators has to resort to row-mode operations anyway, due to the small tables (hashtables) being row-mode (objects and object-inspectors). By delegating the entire join logic to the row mode we piggyback on the correctness of exiting implementation. I do plan to come up with a full-vectorized mode implementation but that would require changes to the hash table creation-serialization. Note that the filtering and key evaluation of the big table does use vectorized operators. the row mode applies only to the key HT lookup and to the JOIN logic Diffs - ql/src/java/org/apache/hadoop/hive/ql/exec/CommonJoinOperator.java d320b47 ql/src/java/org/apache/hadoop/hive/ql/exec/JoinOperator.java 86db044 ql/src/java/org/apache/hadoop/hive/ql/exec/MapJoinOperator.java 153b8ea ql/src/java/org/apache/hadoop/hive/ql/exec/OperatorFactory.java 8ab5395 ql/src/java/org/apache/hadoop/hive/ql/exec/SMBMapJoinOperator.java cde1a59 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/ColumnVector.java 8b4c615 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssign.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorHashKeyWrapperBatch.java 9955d09 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorReduceSinkOperator.java 6df3551 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizationContext.java 02ebe14 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizedRowBatch.java ff13f89 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/expressions/VectorExpressionWriterFactory.java 9e189c9 ql/src/java/org/apache/hadoop/hive/ql/optimizer/physical/Vectorizer.java df1c5a6 ql/src/java/org/apache/hadoop/hive/ql/plan/MapWork.java a72ec8b Diff: https://reviews.apache.org/r/13059/diff/ Testing --- Manually run some join queries on alltypes_orc table. Thanks, Remus Rusanu
Review Request 13059: HIVE-4850 Implement vector mode map join
--- This is an automatically generated e-mail. To reply, visit: https://reviews.apache.org/r/13059/ --- Review request for hive, Eric Hanson and Jitendra Pandey. Bugs: HIVE-4850 https://issues.apache.org/jira/browse/HIVE-4850 Repository: hive-git Description --- This is not the final iteration, but I thought is easier to discuss it with a review. This implementation works, handles multiple aliases and multiple values per key. The implementation uses the exiting hash tables saved by the local task for the map join, which are row mode hash tables (have row mode keys and store row mode writable object values). Going forward we should avoid the size-of-big-table conversions of big table keys to row-mode and conversion of small table values to vector data. This would require either converting on-the-fly the hash tables to vector friendly ones (when loaded) or changing the local task tahstable sink to create a vectorization friendly hash. First approach may have memory consumption problems (potentially two hash tables end up in memory, would have to stream the transformation or transform as reading from serialized format... nasty). Diffs - ql/src/java/org/apache/hadoop/hive/ql/exec/CommonJoinOperator.java 82d4b93 ql/src/java/org/apache/hadoop/hive/ql/exec/JoinUtil.java 31dbf41 ql/src/java/org/apache/hadoop/hive/ql/exec/MapJoinOperator.java 4da1be8 ql/src/java/org/apache/hadoop/hive/ql/exec/Operator.java 29de38d ql/src/java/org/apache/hadoop/hive/ql/exec/mr/ExecDriver.java e579c00 ql/src/java/org/apache/hadoop/hive/ql/exec/persistence/MapJoinDoubleKeys.java d774226 ql/src/java/org/apache/hadoop/hive/ql/exec/persistence/MapJoinObjectKey.java 791bb3f ql/src/java/org/apache/hadoop/hive/ql/exec/persistence/MapJoinObjectValue.java 58a9dc0 ql/src/java/org/apache/hadoop/hive/ql/exec/persistence/MapJoinSingleKey.java 4bff936 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/ColumnVector.java 8b4c615 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssign.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorColumnAssignFactory.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorExecMapper.java 083b9b9 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapJoinOperator.java PRE-CREATION ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorMapOperator.java 41d2001 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizationContext.java 9c90230 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/VectorizedRowBatch.java ff13f89 ql/src/java/org/apache/hadoop/hive/ql/exec/vector/expressions/VectorExpressionWriterFactory.java 9e189c9 ql/src/java/org/apache/hadoop/hive/ql/plan/HashTableDummyDesc.java f15ce48 Diff: https://reviews.apache.org/r/13059/diff/ Testing --- Manually run some join queries on alltypes_orc table. Thanks, Remus Rusanu