minor updates #1

mengxr · 2014-07-15T09:54:08Z

@avulanov I made some minor updates:

change confusions to key by (label, prediction), which is more common
reuse n
organize imports

minor updates

copy ARPACK dsaupd/dseupd code from latest breeze change RowMatrix to use sparse SVD change tests for sparse SVD All tests passed. I will run it against some large matrices. Author: Li Pu <[email protected]> Author: Xiangrui Meng <[email protected]> Author: Li Pu <[email protected]> Closes apache#964 from vrilleup/master and squashes the following commits: 7312ec1 [Li Pu] very minor comment fix 4c618e9 [Li Pu] Merge pull request #1 from mengxr/vrilleup-master a461082 [Xiangrui Meng] make superscript show up correctly in doc 861ec48 [Xiangrui Meng] simplify axpy 62969fa [Xiangrui Meng] use BDV directly in symmetricEigs change the computation mode to local-svd, local-eigs, and dist-eigs update tests and docs c273771 [Li Pu] automatically determine SVD compute mode and parameters 7148426 [Li Pu] improve RowMatrix multiply 5543cce [Li Pu] improve svd api 819824b [Li Pu] add flag for dense svd or sparse svd eb15100 [Li Pu] fix binary compatibility 4c7aec3 [Li Pu] improve comments e7850ed [Li Pu] use aggregate and axpy 827411b [Li Pu] fix EOF new line 9c80515 [Li Pu] use non-sparse implementation when k = n fe983b0 [Li Pu] improve scala style 96d2ecb [Li Pu] improve eigenvalue sorting e1db950 [Li Pu] SPARK-1782: svd for sparse matrix using ARPACK

Security groups created by `spark-ec2` do not prepend “spark-“ to the name. Since naming the instances themselves is new to `spark-ec2`, it’s better to change that pattern to match the existing naming pattern for the security groups, rather than the other way around. Author: Nicholas Chammas <[email protected]> Author: nchammas <[email protected]> Closes apache#1344 from nchammas/master and squashes the following commits: f7e4581 [Nicholas Chammas] unrelated pep8 fix a36eed0 [Nicholas Chammas] name ec2 instances and security groups consistently de7292a [nchammas] Merge pull request apache#4 from apache/master 2e4fe00 [nchammas] Merge pull request #3 from apache/master 89fde08 [nchammas] Merge pull request #2 from apache/master 69f6e22 [Nicholas Chammas] PEP8 fixes 2627247 [Nicholas Chammas] broke up lines before they hit 100 chars 6544b7e [Nicholas Chammas] [SPARK-2065] give launched instances names 69da6cf [nchammas] Merge pull request #1 from apache/master

After running some more tests on large matrix, found that the BV axpy (breeze/linalg/Vector.scala, axpy) is slower than the BSV axpy (breeze/linalg/operators/SparseVectorOps.scala, sv_dv_axpy), 8s v.s. 2s for each multiplication. The BV axpy operates on an iterator while BSV axpy directly operates on the underlying array. I think the overhead comes from creating the iterator (with a zip) and advancing the pointers. Author: Li Pu <[email protected]> Author: Xiangrui Meng <[email protected]> Author: Li Pu <[email protected]> Closes apache#1378 from vrilleup/master and squashes the following commits: 6fb01a3 [Li Pu] use specialized axpy in RowMatrix 5255f2a [Li Pu] Merge remote-tracking branch 'upstream/master' 7312ec1 [Li Pu] very minor comment fix 4c618e9 [Li Pu] Merge pull request #1 from mengxr/vrilleup-master a461082 [Xiangrui Meng] make superscript show up correctly in doc 861ec48 [Xiangrui Meng] simplify axpy 62969fa [Xiangrui Meng] use BDV directly in symmetricEigs change the computation mode to local-svd, local-eigs, and dist-eigs update tests and docs c273771 [Li Pu] automatically determine SVD compute mode and parameters 7148426 [Li Pu] improve RowMatrix multiply 5543cce [Li Pu] improve svd api 819824b [Li Pu] add flag for dense svd or sparse svd eb15100 [Li Pu] fix binary compatibility 4c7aec3 [Li Pu] improve comments e7850ed [Li Pu] use aggregate and axpy 827411b [Li Pu] fix EOF new line 9c80515 [Li Pu] use non-sparse implementation when k = n fe983b0 [Li Pu] improve scala style 96d2ecb [Li Pu] improve eigenvalue sorting e1db950 [Li Pu] SPARK-1782: svd for sparse matrix using ARPACK

Adding two classes: 1) MulticlassMetrics implements various multiclass evaluation metrics 2) MulticlassMetricsSuite implements unit tests for MulticlassMetrics Author: Alexander Ulanov <[email protected]> Author: unknown <[email protected]> Author: Xiangrui Meng <[email protected]> Closes apache#1155 from avulanov/master and squashes the following commits: 2eae80f [Alexander Ulanov] Merge pull request #1 from mengxr/avulanov-master 5ebeb08 [Xiangrui Meng] minor updates 79c3555 [Alexander Ulanov] Addressing reviewers comments mengxr 0fa9511 [Alexander Ulanov] Addressing reviewers comments mengxr f0dadc9 [Alexander Ulanov] Addressing reviewers comments mengxr 4811378 [Alexander Ulanov] Removing println 87fb11f [Alexander Ulanov] Addressing reviewers comments mengxr. Added confusion matrix e3db569 [Alexander Ulanov] Addressing reviewers comments mengxr. Added true positive rate and false positive rate. Test suite code style. a7e8bf0 [Alexander Ulanov] Addressing reviewers comments mengxr c3a77ad [Alexander Ulanov] Addressing reviewers comments mengxr e2c91c3 [Alexander Ulanov] Fixes to mutliclass metics d5ce981 [unknown] Comments about Double a5c8ba4 [unknown] Unit tests. Class rename fcee82d [unknown] Unit tests. Class rename d535d62 [unknown] Multiclass evaluation

This pull request aims to resolve all outstanding PEP8 violations in PySpark. Author: Nicholas Chammas <[email protected]> Author: nchammas <[email protected]> Closes apache#1505 from nchammas/master and squashes the following commits: 98171af [Nicholas Chammas] [SPARK-2470] revert PEP 8 fixes to cloudpickle cba7768 [Nicholas Chammas] [SPARK-2470] wrap expression list in parentheses e178dbe [Nicholas Chammas] [SPARK-2470] style - change position of line break 9127d2b [Nicholas Chammas] [SPARK-2470] wrap expression lists in parentheses 22132a4 [Nicholas Chammas] [SPARK-2470] wrap conditionals in parentheses 24639bc [Nicholas Chammas] [SPARK-2470] fix whitespace for doctest 7d557b7 [Nicholas Chammas] [SPARK-2470] PEP8 fixes to tests.py 8f8e4c0 [Nicholas Chammas] [SPARK-2470] PEP8 fixes to storagelevel.py b3b96cf [Nicholas Chammas] [SPARK-2470] PEP8 fixes to statcounter.py d644477 [Nicholas Chammas] [SPARK-2470] PEP8 fixes to worker.py aa3a7b6 [Nicholas Chammas] [SPARK-2470] PEP8 fixes to sql.py 1916859 [Nicholas Chammas] [SPARK-2470] PEP8 fixes to shell.py 95d1d95 [Nicholas Chammas] [SPARK-2470] PEP8 fixes to serializers.py a0fec2e [Nicholas Chammas] [SPARK-2470] PEP8 fixes to mllib c85e1e5 [Nicholas Chammas] [SPARK-2470] PEP8 fixes to join.py d14f2f1 [Nicholas Chammas] [SPARK-2470] PEP8 fixes to __init__.py 81fcb20 [Nicholas Chammas] [SPARK-2470] PEP8 fixes to resultiterable.py 1bde265 [Nicholas Chammas] [SPARK-2470] PEP8 fixes to java_gateway.py 7fc849c [Nicholas Chammas] [SPARK-2470] PEP8 fixes to daemon.py ca2d28b [Nicholas Chammas] [SPARK-2470] PEP8 fixes to context.py f4e0039 [Nicholas Chammas] [SPARK-2470] PEP8 fixes to conf.py a6d5e4b [Nicholas Chammas] [SPARK-2470] PEP8 fixes to cloudpickle.py f0a7ebf [Nicholas Chammas] [SPARK-2470] PEP8 fixes to rddsampler.py 4dd148f [nchammas] Merge pull request apache#5 from apache/master f7e4581 [Nicholas Chammas] unrelated pep8 fix a36eed0 [Nicholas Chammas] name ec2 instances and security groups consistently de7292a [nchammas] Merge pull request apache#4 from apache/master 2e4fe00 [nchammas] Merge pull request #3 from apache/master 89fde08 [nchammas] Merge pull request #2 from apache/master 69f6e22 [Nicholas Chammas] PEP8 fixes 2627247 [Nicholas Chammas] broke up lines before they hit 100 chars 6544b7e [Nicholas Chammas] [SPARK-2065] give launched instances names 69da6cf [nchammas] Merge pull request #1 from apache/master

… the current pu... ...sh model Currently Spark uses Flume's internal Avro Protocol to ingest data from Flume. If the executor running the receiver fails, it currently has to be restarted on the same node to be able to receive data. This commit adds a new Sink which can be deployed to a Flume agent. This sink can be polled by a new DStream that is also included in this commit. This model ensures that data can be pulled into Spark from Flume even if the receiver is restarted on a new node. This also allows the receiver to receive data on multiple threads for better performance. Author: Hari Shreedharan <[email protected]> Author: Hari Shreedharan <[email protected]> Author: Tathagata Das <[email protected]> Author: harishreedharan <[email protected]> Closes apache#807 from harishreedharan/master and squashes the following commits: e7f70a3 [Hari Shreedharan] Merge remote-tracking branch 'asf-git/master' 96cfb6f [Hari Shreedharan] Merge remote-tracking branch 'asf/master' e48d785 [Hari Shreedharan] Documenting flume-sink being ignored for Mima checks. 5f212ce [Hari Shreedharan] Ignore Spark Sink from mima. 981bf62 [Hari Shreedharan] Merge remote-tracking branch 'asf/master' 7a1bc6e [Hari Shreedharan] Fix SparkBuild.scala a082eb3 [Hari Shreedharan] Merge remote-tracking branch 'asf/master' 1f47364 [Hari Shreedharan] Minor fixes. 73d6f6d [Hari Shreedharan] Cleaned up tests a bit. Added some docs in multiple places. 65b76b4 [Hari Shreedharan] Fixing the unit test. e59cc20 [Hari Shreedharan] Use SparkFlumeEvent instead of the new type. Also, Flume Polling Receiver now uses the store(ArrayBuffer) method. f3c99d1 [Hari Shreedharan] Merge remote-tracking branch 'asf/master' 3572180 [Hari Shreedharan] Adding a license header, making Jenkins happy. 799509f [Hari Shreedharan] Fix a compile issue. 3c5194c [Hari Shreedharan] Merge remote-tracking branch 'asf/master' d248d22 [harishreedharan] Merge pull request #1 from tdas/flume-polling 10b6214 [Tathagata Das] Changed public API, changed sink package, and added java unit test to make sure Java API is callable from Java. 1edc806 [Hari Shreedharan] SPARK-1729. Update logging in Spark Sink. 8c00289 [Hari Shreedharan] More debug messages 393bd94 [Hari Shreedharan] SPARK-1729. Use LinkedBlockingQueue instead of ArrayBuffer to keep track of connections. 120e2a1 [Hari Shreedharan] SPARK-1729. Some test changes and changes to utils classes. 9fd0da7 [Hari Shreedharan] SPARK-1729. Use foreach instead of map for all Options. 8136aa6 [Hari Shreedharan] Adding TransactionProcessor to map on returning batch of data 86aa274 [Hari Shreedharan] Merge remote-tracking branch 'asf/master' 205034d [Hari Shreedharan] Merging master in 4b0c7fc [Hari Shreedharan] FLUME-1729. New Flume-Spark integration. bda01fc [Hari Shreedharan] FLUME-1729. Flume-Spark integration. 0d69604 [Hari Shreedharan] FLUME-1729. Better Flume-Spark integration. 3c23c18 [Hari Shreedharan] SPARK-1729. New Spark-Flume integration. 70bcc2a [Hari Shreedharan] SPARK-1729. New Flume-Spark integration. d6fa3aa [Hari Shreedharan] SPARK-1729. New Flume-Spark integration. e7da512 [Hari Shreedharan] SPARK-1729. Fixing import order 9741683 [Hari Shreedharan] SPARK-1729. Fixes based on review. c604a3c [Hari Shreedharan] SPARK-1729. Optimize imports. 0f10788 [Hari Shreedharan] SPARK-1729. Make Flume pull data from source, rather than the current push model 87775aa [Hari Shreedharan] SPARK-1729. Make Flume pull data from source, rather than the current push model 8df37e4 [Hari Shreedharan] SPARK-1729. Make Flume pull data from source, rather than the current push model 03d6c1c [Hari Shreedharan] SPARK-1729. Make Flume pull data from source, rather than the current push model 08176ad [Hari Shreedharan] SPARK-1729. Make Flume pull data from source, rather than the current push model d24d9d4 [Hari Shreedharan] SPARK-1729. Make Flume pull data from source, rather than the current push model 6d6776a [Hari Shreedharan] SPARK-1729. Make Flume pull data from source, rather than the current push model

This is a pull request regarding SPARK-2510 at https://issues.apache.org/jira/browse/SPARK-2510. Word2Vec creates vector representation of words in a text corpus. The algorithm first constructs a vocabulary from the corpus and then learns vector representation of words in the vocabulary. The vector representation can be used as features in natural language processing and machine learning algorithms. To make our implementation more scalable, we train each partition separately and merge the model of each partition after each iteration. To make the model more accurate, multiple iterations may be needed. To investigate the vector representations is to find the closest words for a query word. For example, the top 20 closest words to "china" are for 1 partition and 1 iteration : taiwan 0.8077646146334014 korea 0.740913304563621 japan 0.7240667798885471 republic 0.7107151279078352 thailand 0.6953217332072862 tibet 0.6916782118129544 mongolia 0.6800858715972612 macau 0.6794925677480378 singapore 0.6594048695593799 manchuria 0.658989931844148 laos 0.6512978726001666 nepal 0.6380792327845325 mainland 0.6365469459587788 myanmar 0.6358614338840394 macedonia 0.6322366180313249 xinjiang 0.6285291551708028 russia 0.6279951236068411 india 0.6272874944023487 shanghai 0.6234544135576999 macao 0.6220588462925876 The result with 10 partitions and 5 iterations is: taiwan 0.8310495079388313 india 0.7737171315919039 japan 0.756777901233668 korea 0.7429767187102452 indonesia 0.7407557427278356 pakistan 0.712883426985585 mainland 0.7053379963140822 thailand 0.696298191073948 mongolia 0.693690656871415 laos 0.6913069680735292 macau 0.6903427690029617 republic 0.6766381604813666 malaysia 0.676460699141784 singapore 0.6728790997360923 malaya 0.672345232966194 manchuria 0.6703732292753156 macedonia 0.6637955686322028 myanmar 0.6589462882439646 kazakhstan 0.657017801081494 cambodia 0.6542383836451932 Author: Liquan Pei <[email protected]> Author: Xiangrui Meng <[email protected]> Author: Liquan Pei <[email protected]> Closes apache#1719 from Ishiihara/master and squashes the following commits: 2ba9483 [Liquan Pei] minor fix for Word2Vec test e248441 [Liquan Pei] minor style change 26a948d [Liquan Pei] Merge pull request #1 from mengxr/Ishiihara-master c14da41 [Xiangrui Meng] fix styles 384c771 [Xiangrui Meng] remove minCount and window from constructor change model to use float instead of double e93e726 [Liquan Pei] use treeAggregate instead of aggregate 1a8fb41 [Liquan Pei] use weighted sum in combOp 7efbb6f [Liquan Pei] use broadcast version of vocab in aggregate 6bcc8be [Liquan Pei] add multiple iteration support 720b5a3 [Liquan Pei] Add test for Word2Vec algorithm, minor fixes 2e92b59 [Liquan Pei] modify according to feedback 57dc50d [Liquan Pei] code formatting e4a04d3 [Liquan Pei] minor fix 0aafb1b [Liquan Pei] Add comments, minor fixes 8d6befe [Liquan Pei] initial commit

As described in [SPARK-2627](https://issues.apache.org/jira/browse/SPARK-2627), we'd like Python code to automatically be checked for PEP 8 compliance by Jenkins. This pull request aims to do that. Notes: * We may need to install [`pep8`](https://pypi.python.org/pypi/pep8) on the build server. * I'm expecting tests to fail now that PEP 8 compliance is being checked as part of the build. I'm fine with cleaning up any remaining PEP 8 violations as part of this pull request. * I did not understand why the RAT and scalastyle reports are saved to text files. I did the same for the PEP 8 check, but only so that the console output style can match those for the RAT and scalastyle checks. The PEP 8 report is removed right after the check is complete. * Updates to the ["Contributing to Spark"](https://cwiki.apache.org/confluence/display/SPARK/Contributing+to+Spark) guide will be submitted elsewhere, as I don't believe that text is part of the Spark repo. Author: Nicholas Chammas <[email protected]> Author: nchammas <[email protected]> Closes apache#1744 from nchammas/master and squashes the following commits: 274b238 [Nicholas Chammas] [SPARK-2627] [PySpark] minor indentation changes 983d963 [nchammas] Merge pull request apache#5 from apache/master 1db5314 [nchammas] Merge pull request apache#4 from apache/master 0e0245f [Nicholas Chammas] [SPARK-2627] undo erroneous whitespace fixes bf30942 [Nicholas Chammas] [SPARK-2627] PEP8: comment spacing 6db9a44 [nchammas] Merge pull request #3 from apache/master 7b4750e [Nicholas Chammas] merge upstream changes 91b7584 [Nicholas Chammas] [SPARK-2627] undo unnecessary line breaks 44e3e56 [Nicholas Chammas] [SPARK-2627] use tox.ini to exclude files b09fae2 [Nicholas Chammas] don't wrap comments unnecessarily bfb9f9f [Nicholas Chammas] [SPARK-2627] keep up with the PEP 8 fixes 9da347f [nchammas] Merge pull request #2 from apache/master aa5b4b5 [Nicholas Chammas] [SPARK-2627] follow Spark bash style for if blocks d0a83b9 [Nicholas Chammas] [SPARK-2627] check that pep8 downloaded fine dffb5dd [Nicholas Chammas] [SPARK-2627] download pep8 at runtime a1ce7ae [Nicholas Chammas] [SPARK-2627] space out test report sections 21da538 [Nicholas Chammas] [SPARK-2627] it's PEP 8, not PEP8 6f4900b [Nicholas Chammas] [SPARK-2627] more misc PEP 8 fixes fe57ed0 [Nicholas Chammas] removing merge conflict backups 9c01d4c [nchammas] Merge pull request #1 from apache/master 9a66cb0 [Nicholas Chammas] resolving merge conflicts a31ccc4 [Nicholas Chammas] [SPARK-2627] miscellaneous PEP 8 fixes beaa9ac [Nicholas Chammas] [SPARK-2627] fail check on non-zero status 723ed39 [Nicholas Chammas] always delete the report file 0541ebb [Nicholas Chammas] [SPARK-2627] call Python linter from run-tests 12440fa [Nicholas Chammas] [SPARK-2627] add Scala linter 61c07b9 [Nicholas Chammas] [SPARK-2627] add Python linter 75ad552 [Nicholas Chammas] make check output style consistent

See compiled doc at http://people.apache.org/~rxin/tmp/openstack-swift/_site/storage-openstack-swift.html This is based on apache#1010. Closes apache#1010. Author: Reynold Xin <[email protected]> Author: Gil Vernik <[email protected]> Closes apache#2298 from rxin/openstack-swift and squashes the following commits: ff4e394 [Reynold Xin] Two minor comments from Patrick. 279f6de [Reynold Xin] core-sites -> core-site dfb8fea [Reynold Xin] Updated based on Gil's suggestion. 846f5cb [Reynold Xin] Added a link from overview page. 0447c9f [Reynold Xin] Removed sample code. e9c3761 [Reynold Xin] Merge pull request apache#1010 from gilv/master 9233fef [Gil Vernik] Fixed typos 6994827 [Gil Vernik] Merge pull request #1 from rxin/openstack ac0679e [Reynold Xin] Fixed an unclosed tr. 47ce99d [Reynold Xin] Merge branch 'master' into openstack cca7192 [Gil Vernik] Removed white spases from pom.xml 99f095d [Reynold Xin] Pending openstack changes. eb22295 [Reynold Xin] Merge pull request apache#1010 from gilv/master 39a9737 [Gil Vernik] Spark integration with Openstack Swift c977658 [Gil Vernik] Merge branch 'master' of https://github.com/gilv/spark 2aba763 [Gil Vernik] Fix to docs/openstack-integration.md 9b625b5 [Gil Vernik] Merge branch 'master' of https://github.com/gilv/spark eff538d [Gil Vernik] SPARK-938 - Openstack Swift object storage support ce483d7 [Gil Vernik] SPARK-938 - Openstack Swift object storage support b6c37ef [Gil Vernik] Openstack Swift support

Testing arguments to `sbt` need to be passed as an array, not a single, long string. Fixes a bug introduced in apache#2420. Author: Nicholas Chammas <[email protected]> Closes apache#2437 from nchammas/selective-testing and squashes the following commits: a9f9c1c [Nicholas Chammas] fix printing of sbt test arguments cf57cbf [Nicholas Chammas] fix sbt test arguments e33b978 [Nicholas Chammas] Merge pull request #2 from apache/master 0b47ca4 [Nicholas Chammas] Merge branch 'master' of github.com:nchammas/spark 8051486 [Nicholas Chammas] Merge pull request #1 from apache/master 03180a4 [Nicholas Chammas] Merge branch 'master' of github.com:nchammas/spark d4c5f43 [Nicholas Chammas] Merge pull request apache#6 from apache/master

VertexRDD.apply had a bug where it ignored the merge function for duplicate vertices and instead used whichever vertex attribute occurred first. This commit fixes the bug by passing the merge function through to ShippableVertexPartition.apply, which merges any duplicates using the merge function and then fills in missing vertices using the specified default vertex attribute. This commit also adds a unit test for VertexRDD.apply. Author: Larry Xiao <[email protected]> Author: Blie Arkansol <[email protected]> Author: Ankur Dave <[email protected]> Closes apache#1903 from larryxiao/2062 and squashes the following commits: 625aa9d [Blie Arkansol] Merge pull request #1 from ankurdave/SPARK-2062 476770b [Ankur Dave] ShippableVertexPartition.initFrom: Don't run mergeFunc on default values 614059f [Larry Xiao] doc update: note about the default null value vertices construction dfdb3c9 [Larry Xiao] minor fix 1c70366 [Larry Xiao] scalastyle check: wrap line, parameter list indent 4 spaces e4ca697 [Larry Xiao] [TEST] VertexRDD.apply mergeFunc 6a35ea8 [Larry Xiao] [TEST] VertexRDD.apply mergeFunc 4fbc29c [Blie Arkansol] undo unnecessary change efae765 [Larry Xiao] fix mistakes: should be able to call with or without mergeFunc b2422f9 [Larry Xiao] Merge branch '2062' of github.com:larryxiao/spark into 2062 52dc7f7 [Larry Xiao] pass mergeFunc to VertexPartitionBase, where merge is handled 581e9ee [Larry Xiao] TODO: VertexRDDSuite 20d80a3 [Larry Xiao] [SPARK-2062][GraphX] VertexRDD.apply does not use the mergeFunc

…/1.7 This is a bug in JDK6: http://bugs.java.com/bugdatabase/view_bug.do?bug_id=4428022 this is because jdk get different result to operate ```double```, ```System.out.println(1/500d)``` in different jdk get different result jdk 1.6.0(_31) ---- 0.0020 jdk 1.7.0(_05) ---- 0.002 this leads to HiveQuerySuite failed when generate golden answer in jdk 1.7 and run tests in jdk 1.6, result did not match Author: w00228970 <[email protected]> Closes apache#2517 from scwf/HiveQuerySuite and squashes the following commits: 0cb5e8d [w00228970] delete golden answer of division-0 and timestamp cast #1 1df3964 [w00228970] Jdk version leads to different query output for Double, this make HiveQuerySuite failed

@yhuai

a new PR base on new master. changes are the same as apache#1919 Author: baishuo(白硕) <[email protected]> Author: baishuo <[email protected]> Author: Cheng Lian <[email protected]> Closes apache#2226 from baishuo/patch-3007 and squashes the following commits: e69ce88 [Cheng Lian] Adds tests to verify dynamic partitioning folder layout b20a3dc [Cheng Lian] Addresses @yhuai's comments 096bbbc [baishuo(白硕)] Merge pull request #1 from liancheng/refactor-dp 1093c20 [Cheng Lian] Adds more tests 5004542 [Cheng Lian] Minor refactoring fae9eff [Cheng Lian] Refactors InsertIntoHiveTable to a Command 528e84c [Cheng Lian] Fixes typo in test name, regenerated golden answer files c464b26 [Cheng Lian] Refactors dynamic partitioning support 5033928 [baishuo] pass check style 2201c75 [baishuo] use HiveConf.DEFAULTPARTITIONNAME to replace hive.exec.default.partition.name b47c9bf [baishuo] modify according micheal's advice c3ab36d [baishuo] modify for some bad indentation 7ce2d9f [baishuo] modify code to pass scala style checks 37c1c43 [baishuo] delete a empty else branch 66e33fc [baishuo] do a little modify 88d0110 [baishuo] update file after test a3961d9 [baishuo(白硕)] Update Cast.scala f7467d0 [baishuo(白硕)] Update InsertIntoHiveTable.scala c1a59dd [baishuo(白硕)] Update Cast.scala 0e18496 [baishuo(白硕)] Update HiveQuerySuite.scala 60f70aa [baishuo(白硕)] Update InsertIntoHiveTable.scala 0a50db9 [baishuo(白硕)] Update HiveCompatibilitySuite.scala 491c7d0 [baishuo(白硕)] Update InsertIntoHiveTable.scala a2374a8 [baishuo(白硕)] Update InsertIntoHiveTable.scala 701a814 [baishuo(白硕)] Update SparkHadoopWriter.scala dc24c41 [baishuo(白硕)] Update HiveQl.scala

…link to HistoryPage's page #1 There is a Spark logo on the header of HistoryPage. We can have too many HistoryPages if we run 20+ applications. So I think, it's useful if the logo is as a link to the HistoryPage's page number 1. Author: Kousuke Saruta <[email protected]> Closes apache#2690 from sarutak/SPARK-3829 and squashes the following commits: 908c109 [Kousuke Saruta] Removed extra space. 00bfbd7 [Kousuke Saruta] Merge branch 'master' of git://git.apache.org/spark into SPARK-3829 dd87480 [Kousuke Saruta] Made header Spark log image as a link to History Server's top page.

@giwa

This patch brings Python API for Streaming. This patch is based on work from @giwa Author: giwa <[email protected]> Author: Ken Takagiwa <[email protected]> Author: Davies Liu <[email protected]> Author: Ken Takagiwa <[email protected]> Author: Tathagata Das <[email protected]> Author: Ken <[email protected]> Author: Ken Takagiwa <[email protected]> Author: Matthew Farrellee <[email protected]> Closes apache#2538 from davies/streaming and squashes the following commits: 64561e4 [Davies Liu] fix tests 331ecce [Davies Liu] fix example 3e2492b [Davies Liu] change updateStateByKey() to easy API 182be73 [Davies Liu] Merge branch 'master' of github.com:apache/spark into streaming 02d0575 [Davies Liu] add wrapper for foreachRDD() bebeb4a [Davies Liu] address all comments 6db00da [Davies Liu] Merge branch 'master' of github.com:apache/spark into streaming 8380064 [Davies Liu] Merge branch 'master' of github.com:apache/spark into streaming 52c535b [Davies Liu] remove fix for sum() e108ec1 [Davies Liu] address comments 37fe06f [Davies Liu] use random port for callback server d05871e [Davies Liu] remove reuse of PythonRDD be5e5ff [Davies Liu] merge branch of env, make tests stable. 8071541 [Davies Liu] Merge branch 'env' into streaming c7bbbce [Davies Liu] fix sphinx docs 6bb9d91 [Davies Liu] Merge branch 'master' of github.com:apache/spark into streaming 4d0ea8b [Davies Liu] clear reference of SparkEnv after stop 54bd92b [Davies Liu] improve tests c2b31cb [Davies Liu] Merge branch 'master' of github.com:apache/spark into streaming 7a88f9f [Davies Liu] rollback RDD.setContext(), use textFileStream() to test checkpointing bd8a4c2 [Davies Liu] fix scala style 7797c70 [Davies Liu] refactor ff88bec [Davies Liu] rename RDDFunction to TransformFunction d328aca [Davies Liu] fix serializer in queueStream 6f0da2f [Davies Liu] recover from checkpoint fa7261b [Davies Liu] refactor a13ff34 [Davies Liu] address comments 8466916 [Davies Liu] support checkpoint 9a16bd1 [Davies Liu] change number of partitions during tests b98d63f [Davies Liu] change private[spark] to private[python] eed6e2a [Davies Liu] rollback not needed changes e00136b [Davies Liu] address comments 069a94c [Davies Liu] fix the number of partitions during window() 338580a [Davies Liu] change _first(), _take(), _collect() as private API 19797f9 [Davies Liu] clean up 6ebceca [Davies Liu] add more tests c40c52d [Davies Liu] change first(), take(n) to has the same behavior as RDD 98ac6c2 [Davies Liu] support ssc.transform() b983f0f [Davies Liu] address comments 847f9b9 [Davies Liu] add more docs, add first(), take() e059ca2 [Davies Liu] move check of window into Python fce0ef5 [Davies Liu] rafactor of foreachRDD() 7001b51 [Davies Liu] refactor of queueStream() 26ea396 [Davies Liu] refactor 74df565 [Davies Liu] fix print and docs b32774c [Davies Liu] move java_import into streaming 604323f [Davies Liu] enable streaming tests c499ba0 [Davies Liu] remove Time and Duration 3f0fb4b [Davies Liu] refactor fix tests c28f520 [Davies Liu] support updateStateByKey d357b70 [Davies Liu] support windowed dstream bd13026 [Davies Liu] fix examples eec401e [Davies Liu] refactor, combine TransformedRDD, fix reuse PythonRDD, fix union 9a57685 [Davies Liu] fix python style bd27874 [Davies Liu] fix scala style 7339be0 [Davies Liu] delete tests 7f53086 [Davies Liu] support transform(), refactor and cleanup df098fc [Davies Liu] Merge branch 'master' into giwa 550dfd9 [giwa] WIP fixing 1.1 merge 5cdb6fa [giwa] changed for SCCallSiteSync e685853 [giwa] meged with rebased 1.1 branch 2d32a74 [giwa] added some StreamingContextTestSuite 4a59e1e [giwa] WIP:added more test for StreamingContext 8ffdbf1 [giwa] added atexit to handle callback server d5f5fcb [giwa] added comment for StreamingContext.sparkContext 63c881a [giwa] added StreamingContext.sparkContext d39f102 [giwa] added StreamingContext.remember d542743 [giwa] clean up code 2fdf0de [Matthew Farrellee] Fix scalastyle errors c0a06bc [giwa] delete not implemented functions f385976 [giwa] delete inproper comments b0f2015 [giwa] added comment in dstream._test_output bebb3f3 [giwa] remove the last brank line fbed8da [giwa] revert pom.xml 8ed93af [giwa] fixed explanaiton 066ba90 [giwa] revert pom.xml fa4af88 [giwa] remove duplicated import 6ae3caa [giwa] revert pom.xml 7dc7391 [giwa] fixed typo 62dc7a3 [giwa] clean up exmples f04882c [giwa] clen up examples b171ec3 [giwa] fixed pep8 violation f198d14 [giwa] clean up code 3166d31 [giwa] clean up c00e091 [giwa] change test case not to use awaitTermination e80647e [giwa] adopted the latest compression way of python command 58e41ff [giwa] merge with master 455e5af [giwa] removed wasted print in DStream af336b7 [giwa] add comments ddd4ee1 [giwa] added TODO coments 99ce042 [giwa] added saveAsTextFiles and saveAsPickledFiles 2a06cdb [giwa] remove waste duplicated code c5ecfc1 [giwa] basic function test cases are passed 8dcda84 [giwa] all tests are passed if numSlice is 2 and the numver of each input is over 4 795b2cd [giwa] broke something 1e126bf [giwa] WIP: solved partitioned and None is not recognized f67cf57 [giwa] added mapValues and flatMapVaules WIP for glom and mapPartitions test 953deb0 [giwa] edited the comment to add more precise description af610d3 [giwa] removed unnesessary changes c1d546e [giwa] fixed PEP-008 violation 99410be [giwa] delete waste file b3b0362 [giwa] added basic operation test cases 9cde7c9 [giwa] WIP added test case bd3ba53 [giwa] WIP 5c04a5f [giwa] WIP: added PythonTestInputStream 019ef38 [giwa] WIP 1934726 [giwa] update comment 376e3ac [giwa] WIP 932372a [giwa] clean up dstream.py 0b09cff [giwa] added stop in StreamingContext 92e333e [giwa] implemented reduce and count function in Dstream 1b83354 [giwa] Removed the waste line 88f7506 [Ken Takagiwa] Kill py4j callback server properly 54b5358 [Ken Takagiwa] tried to restart callback server 4f07163 [Tathagata Das] Implemented DStream.foreachRDD in the Python API using Py4J callback server. fe02547 [Ken Takagiwa] remove waste file 2ad7bd3 [Ken Takagiwa] clean up codes 6197a11 [Ken Takagiwa] clean up code eb4bf48 [Ken Takagiwa] fix map function 98c2a00 [Ken Takagiwa] added count operation but this implementation need double check 58591d2 [Ken Takagiwa] reduceByKey is working 0df7111 [Ken Takagiwa] delete old file f485b1d [Ken Takagiwa] fied input of socketTextDStream dd6de81 [Ken Takagiwa] initial commit for socketTextStream 247fd74 [Ken Takagiwa] modified the code base on comment in tdas#10 4bcb318 [Ken Takagiwa] implementing transform function in Python 38adf95 [Ken Takagiwa] added reducedByKey not working yet 66fcfff [Ken Takagiwa] modify dstream.py to fix indent error 41886c2 [Ken Takagiwa] comment PythonDStream.PairwiseDStream 0b99bec [Ken] initial commit for pySparkStreaming c214199 [giwa] added testcase for combineByKey 5625bdc [giwa] added gorupByKey testcase 10ab87b [giwa] added sparkContext as input parameter in StreamingContext 10b5b04 [giwa] removed wasted print in DStream e54f986 [giwa] add comments 16aa64f [giwa] added TODO coments 74535d4 [giwa] added saveAsTextFiles and saveAsPickledFiles f76c182 [giwa] remove waste duplicated code 18c8723 [giwa] modified streaming test case to add coment 13fb44c [giwa] basic function test cases are passed 3000b2b [giwa] all tests are passed if numSlice is 2 and the numver of each input is over 4 ff14070 [giwa] broke something bcdec33 [giwa] WIP: solved partitioned and None is not recognized 270a9e1 [giwa] added mapValues and flatMapVaules WIP for glom and mapPartitions test bb10956 [giwa] edited the comment to add more precise description 253a863 [giwa] removed unnesessary changes 3d37822 [giwa] fixed PEP-008 violation f21cab3 [giwa] delete waste file 878bad7 [giwa] added basic operation test cases ce2acd2 [giwa] WIP added test case 9ad6855 [giwa] WIP 1df77f5 [giwa] WIP: added PythonTestInputStream 1523b66 [giwa] WIP 8a0fbbc [giwa] update comment fe648e3 [giwa] WIP 29c2bc5 [giwa] initial commit for testcase 4d40d63 [giwa] clean up dstream.py c462bb3 [giwa] added stop in StreamingContext d2c01ba [giwa] clean up examples 3c45cd2 [giwa] implemented reduce and count function in Dstream b349649 [giwa] Removed the waste line 3b498e1 [Ken Takagiwa] Kill py4j callback server properly 84a9668 [Ken Takagiwa] tried to restart callback server 9ab8952 [Tathagata Das] Added extra line. 05e991b [Tathagata Das] Added missing file b1d2a30 [Tathagata Das] Implemented DStream.foreachRDD in the Python API using Py4J callback server. 678e854 [Ken Takagiwa] remove waste file 0a8bbbb [Ken Takagiwa] clean up codes bab31c1 [Ken Takagiwa] clean up code 72b9738 [Ken Takagiwa] fix map function d3ee86a [Ken Takagiwa] added count operation but this implementation need double check 15feea9 [Ken Takagiwa] edit python sparkstreaming example 6f98e50 [Ken Takagiwa] reduceByKey is working c455c8d [Ken Takagiwa] added reducedByKey not working yet dc6995d [Ken Takagiwa] delete old file b31446a [Ken Takagiwa] fixed typo of network_workdcount.py ccfd214 [Ken Takagiwa] added doctest for pyspark.streaming.duration 0d1b954 [Ken Takagiwa] fied input of socketTextDStream f746109 [Ken Takagiwa] initial commit for socketTextStream bb7ccf3 [Ken Takagiwa] remove unused import in python 224fc5e [Ken Takagiwa] add empty line d2099d8 [Ken Takagiwa] sorted the import following Spark coding convention 5bac7ec [Ken Takagiwa] revert streaming/pom.xml e1df940 [Ken Takagiwa] revert pom.xml 494cae5 [Ken Takagiwa] remove not implemented DStream functions in python 17a74c6 [Ken Takagiwa] modified the code base on comment in tdas#10 1a0f065 [Ken Takagiwa] implementing transform function in Python d7b4d6f [Ken Takagiwa] added reducedByKey not working yet 87438e2 [Ken Takagiwa] modify dstream.py to fix indent error b406252 [Ken Takagiwa] comment PythonDStream.PairwiseDStream 454981d [Ken] initial commit for pySparkStreaming 150b94c [giwa] added some StreamingContextTestSuite f7bc8f9 [giwa] WIP:added more test for StreamingContext ee50c5a [giwa] added atexit to handle callback server fdc9125 [giwa] added comment for StreamingContext.sparkContext f5bfb70 [giwa] added StreamingContext.sparkContext da09768 [giwa] added StreamingContext.remember d68b568 [giwa] clean up code 4afa390 [giwa] clean up code 1fd6bc7 [Ken Takagiwa] Merge pull request #2 from mattf/giwa-master d9d59fe [Matthew Farrellee] Fix scalastyle errors 67473a9 [giwa] delete not implemented functions c97377c [giwa] delete inproper comments 2ea769e [giwa] added comment in dstream._test_output 3b27bd4 [giwa] remove the last brank line acfcaeb [giwa] revert pom.xml 93f7637 [giwa] fixed explanaiton 50fd6f9 [giwa] revert pom.xml 4f82c89 [giwa] remove duplicated import 9d1de23 [giwa] revert pom.xml 7339df2 [giwa] fixed typo 9c85e48 [giwa] clean up exmples 24f95db [giwa] clen up examples 0d30109 [giwa] fixed pep8 violation b7dab85 [giwa] improve test case 583e66d [giwa] move tests for streaming inside streaming directory 1d84142 [giwa] remove unimplement test f0ea311 [giwa] clean up code 171edeb [giwa] clean up 4dedd2d [giwa] change test case not to use awaitTermination 268a6a5 [giwa] Changed awaitTermination not to call awaitTermincation in Scala. Just use time.sleep instread 09a28bf [giwa] improve testcases 58150f5 [giwa] Changed the test case to focus the test operation 199e37f [giwa] adopted the latest compression way of python command 185fdbf [giwa] merge with master f1798c4 [giwa] merge with master e70f706 [giwa] added testcase for combineByKey e162822 [giwa] added gorupByKey testcase 97742fe [giwa] added sparkContext as input parameter in StreamingContext 14d4c0e [giwa] removed wasted print in DStream 6d8190a [giwa] add comments 4aa99e4 [giwa] added TODO coments e9fab72 [giwa] added saveAsTextFiles and saveAsPickledFiles 94f2b65 [giwa] remove waste duplicated code 580fbc2 [giwa] modified streaming test case to add coment 99e4bb3 [giwa] basic function test cases are passed 7051a84 [giwa] all tests are passed if numSlice is 2 and the numver of each input is over 4 35933e1 [giwa] broke something 9767712 [giwa] WIP: solved partitioned and None is not recognized 4f2d7e6 [giwa] added mapValues and flatMapVaules WIP for glom and mapPartitions test 33c0f94 [giwa] edited the comment to add more precise description 774f18d [giwa] removed unnesessary changes 3a671cc [giwa] remove export PYSPARK_PYTHON in spark submit 8efa266 [giwa] fixed PEP-008 violation fa75d71 [giwa] delete waste file 7f96294 [giwa] added basic operation test cases 3dda31a [giwa] WIP added test case 1f68b78 [giwa] WIP c05922c [giwa] WIP: added PythonTestInputStream 1fd12ae [giwa] WIP c880a33 [giwa] update comment 5d22c92 [giwa] WIP ea4b06b [giwa] initial commit for testcase 5a9b525 [giwa] clean up dstream.py 79c5809 [giwa] added stop in StreamingContext 189dcea [giwa] clean up examples b8d7d24 [giwa] implemented reduce and count function in Dstream b6468e6 [giwa] Removed the waste line b47b5fd [Ken Takagiwa] Kill py4j callback server properly 19ddcdd [Ken Takagiwa] tried to restart callback server c9fc124 [Tathagata Das] Added extra line. 4caae3f [Tathagata Das] Added missing file 4eff053 [Tathagata Das] Implemented DStream.foreachRDD in the Python API using Py4J callback server. 5e822d4 [Ken Takagiwa] remove waste file aeaf8a5 [Ken Takagiwa] clean up codes 9fa249b [Ken Takagiwa] clean up code 05459c6 [Ken Takagiwa] fix map function a9f4ecb [Ken Takagiwa] added count operation but this implementation need double check d1ee6ca [Ken Takagiwa] edit python sparkstreaming example 0b8b7d0 [Ken Takagiwa] reduceByKey is working d25d5cf [Ken Takagiwa] added reducedByKey not working yet 7f7c5d1 [Ken Takagiwa] delete old file 967dc26 [Ken Takagiwa] fixed typo of network_workdcount.py 57fb740 [Ken Takagiwa] added doctest for pyspark.streaming.duration 4b69fb1 [Ken Takagiwa] fied input of socketTextDStream 02f618a [Ken Takagiwa] initial commit for socketTextStream 4ce4058 [Ken Takagiwa] remove unused import in python 856d98e [Ken Takagiwa] add empty line 490e338 [Ken Takagiwa] sorted the import following Spark coding convention 5594bd4 [Ken Takagiwa] revert pom.xml 2adca84 [Ken Takagiwa] remove not implemented DStream functions in python e551e13 [Ken Takagiwa] add coment for hack why PYSPARK_PYTHON is needed in spark-submit 3758175 [Ken Takagiwa] add coment for hack why PYSPARK_PYTHON is needed in spark-submit c5518b4 [Ken Takagiwa] modified the code base on comment in tdas#10 dcf243f [Ken Takagiwa] implementing transform function in Python 9af03f4 [Ken Takagiwa] added reducedByKey not working yet 6e0d9c7 [Ken Takagiwa] modify dstream.py to fix indent error e497b9b [Ken Takagiwa] comment PythonDStream.PairwiseDStream 5c3a683 [Ken] initial commit for pySparkStreaming 665bfdb [giwa] added testcase for combineByKey a3d2379 [giwa] added gorupByKey testcase 636090a [giwa] added sparkContext as input parameter in StreamingContext e7ebb08 [giwa] removed wasted print in DStream d8b593b [giwa] add comments ea9c873 [giwa] added TODO coments 89ae38a [giwa] added saveAsTextFiles and saveAsPickledFiles e3033fc [giwa] remove waste duplicated code a14c7e1 [giwa] modified streaming test case to add coment 536def4 [giwa] basic function test cases are passed 2112638 [giwa] all tests are passed if numSlice is 2 and the numver of each input is over 4 080541a [giwa] broke something 0704b86 [giwa] WIP: solved partitioned and None is not recognized 90a6484 [giwa] added mapValues and flatMapVaules WIP for glom and mapPartitions test a65f302 [giwa] edited the comment to add more precise description bdde697 [giwa] removed unnesessary changes e8c7bfc [giwa] remove export PYSPARK_PYTHON in spark submit 3334169 [giwa] fixed PEP-008 violation db0a303 [giwa] delete waste file 2cfd3a0 [giwa] added basic operation test cases 90ae568 [giwa] WIP added test case a120d07 [giwa] WIP f671cdb [giwa] WIP: added PythonTestInputStream 56fae45 [giwa] WIP e35e101 [giwa] Merge branch 'master' into testcase ba5112d [giwa] update comment 28aa56d [giwa] WIP fb08559 [giwa] initial commit for testcase a613b85 [giwa] clean up dstream.py c40c0ef [giwa] added stop in StreamingContext 31e4260 [giwa] clean up examples d2127d6 [giwa] implemented reduce and count function in Dstream 48f7746 [giwa] Removed the waste line 0f83eaa [Ken Takagiwa] delete py4j 0.8.1 1679808 [Ken Takagiwa] Kill py4j callback server properly f96cd4e [Ken Takagiwa] tried to restart callback server fe86198 [Ken Takagiwa] add py4j 0.8.2.1 but server is not launched 1064fe0 [Ken Takagiwa] Merge branch 'master' of https://github.com/giwa/spark 28c6620 [Ken Takagiwa] Implemented DStream.foreachRDD in the Python API using Py4J callback server 85b0fe1 [Ken Takagiwa] Merge pull request #1 from tdas/python-foreach 54e2e8c [Tathagata Das] Added extra line. e185338 [Tathagata Das] Added missing file a778d4b [Tathagata Das] Implemented DStream.foreachRDD in the Python API using Py4J callback server. cc2092b [Ken Takagiwa] remove waste file d042ac6 [Ken Takagiwa] clean up codes 84a021f [Ken Takagiwa] clean up code bd20e17 [Ken Takagiwa] fix map function d01a125 [Ken Takagiwa] added count operation but this implementation need double check 7d05109 [Ken Takagiwa] merge with remote branch ae464e0 [Ken Takagiwa] edit python sparkstreaming example 04af046 [Ken Takagiwa] reduceByKey is working 3b6d7b0 [Ken Takagiwa] implementing transform function in Python 571d52d [Ken Takagiwa] added reducedByKey not working yet 5720979 [Ken Takagiwa] delete old file e604fcb [Ken Takagiwa] fixed typo of network_workdcount.py 4b7c08b [Ken Takagiwa] Merge branch 'master' of https://github.com/giwa/spark ce7d426 [Ken Takagiwa] added doctest for pyspark.streaming.duration a8c9fd5 [Ken Takagiwa] fixed for socketTextStream a61fa9e [Ken Takagiwa] fied input of socketTextDStream 1e84f41 [Ken Takagiwa] initial commit for socketTextStream 6d012f7 [Ken Takagiwa] remove unused import in python 25d30d5 [Ken Takagiwa] add empty line 6e0a64a [Ken Takagiwa] sorted the import following Spark coding convention fa4a7fc [Ken Takagiwa] revert streaming/pom.xml 8f8202b [Ken Takagiwa] revert streaming pom.xml c9d79dd [Ken Takagiwa] revert pom.xml 57e3e52 [Ken Takagiwa] remove not implemented DStream functions in python 0a516f5 [Ken Takagiwa] add coment for hack why PYSPARK_PYTHON is needed in spark-submit a7a0b5c [Ken Takagiwa] add coment for hack why PYSPARK_PYTHON is needed in spark-submit 72bfc66 [Ken Takagiwa] modified the code base on comment in tdas#10 69e9cd3 [Ken Takagiwa] implementing transform function in Python 94a0787 [Ken Takagiwa] added reducedByKey not working yet 88068cf [Ken Takagiwa] modify dstream.py to fix indent error 1367be5 [Ken Takagiwa] comment PythonDStream.PairwiseDStream eb2b3ba [Ken] Merge remote-tracking branch 'upstream/master' d8e51f9 [Ken] initial commit for pySparkStreaming

…ion sometimes JobProgressPage could not show Fair Scheduler Pools section sometimes. SparkContext starts webui and then postEnvironmentUpdate. Sometimes JobProgressPage is accessed between webui starting and postEnvironmentUpdate, then the lazy val isFairScheduler will be false. The Fair Scheduler Pools section will not display any more. Author: yantangzhai <[email protected]> Author: YanTangZhai <[email protected]> Closes apache#1966 from YanTangZhai/SPARK-3067 and squashes the following commits: d4323f8 [yantangzhai] update [SPARK-3067] JobProgressPage could not show Fair Scheduler Pools section sometimes 8a00106 [YanTangZhai] Merge pull request apache#6 from apache/master b6391cc [yantangzhai] revert [SPARK-3067] JobProgressPage could not show Fair Scheduler Pools section sometimes d2226cd [yantangzhai] [SPARK-3067] JobProgressPage could not show Fair Scheduler Pools section sometimes cbcba66 [YanTangZhai] Merge pull request #3 from apache/master aac7f7b [yantangzhai] [SPARK-3067] JobProgressPage could not show Fair Scheduler Pools section sometimes cdef539 [YanTangZhai] Merge pull request #1 from apache/master

Given that a lot of users are trying to use hive 0.13 in spark, and the incompatibility between hive-0.12 and hive-0.13 on the API level I want to propose following approach, which has no or minimum impact on existing hive-0.12 support, but be able to jumpstart the development of hive-0.13 and future version support. Approach: Introduce “hive-version” property, and manipulate pom.xml files to support different hive version at compiling time through shim layer, e.g., hive-0.12.0 and hive-0.13.1. More specifically, 1. For each different hive version, there is a very light layer of shim code to handle API differences, sitting in sql/hive/hive-version, e.g., sql/hive/v0.12.0 or sql/hive/v0.13.1 2. Add a new profile hive-default active by default, which picks up all existing configuration and hive-0.12.0 shim (v0.12.0) if no hive.version is specified. 3. If user specifies different version (currently only 0.13.1 by -Dhive.version = 0.13.1), hive-versions profile will be activated, which pick up hive-version specific shim layer and configuration, mainly the hive jars and hive-version shim, e.g., v0.13.1. 4. With this approach, nothing is changed with current hive-0.12 support. No change by default: sbt/sbt -Phive For example: sbt/sbt -Phive -Pyarn -Phadoop-2.4 -Dhadoop.version=2.4.0 assembly To enable hive-0.13: sbt/sbt -Dhive.version=0.13.1 For example: sbt/sbt -Dhive.version=0.13.1 -Pyarn -Phadoop-2.4 -Dhadoop.version=2.4.0 assembly Note that in hive-0.13, hive-thriftserver is not enabled, which should be fixed by other Jira, and we don’t need -Phive with -Dhive.version in building (probably we should use -Phive -Dhive.version=xxx instead after thrift server is also supported in hive-0.13.1). Author: Zhan Zhang <[email protected]> Author: zhzhan <[email protected]> Author: Patrick Wendell <[email protected]> Closes apache#2241 from zhzhan/spark-2706 and squashes the following commits: 3ece905 [Zhan Zhang] minor fix 410b668 [Zhan Zhang] solve review comments cbb4691 [Zhan Zhang] change run-test for new options 0d4d2ed [Zhan Zhang] rebase 497b0f4 [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark 8fad1cf [Zhan Zhang] change the pom file and make hive-0.13.1 as the default ab028d1 [Zhan Zhang] rebase 4a2e36d [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark 4cb1b93 [zhzhan] Merge pull request #1 from pwendell/pr-2241 b0478c0 [Patrick Wendell] Changes to simplify the build of SPARK-2706 2b50502 [Zhan Zhang] rebase a72c0d4 [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark cb22863 [Zhan Zhang] correct the typo 20f6cf7 [Zhan Zhang] solve compatability issue f7912a9 [Zhan Zhang] rebase and solve review feedback 301eb4a [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark 10c3565 [Zhan Zhang] address review comments 6bc9204 [Zhan Zhang] rebase and remove temparory repo d3aa3f2 [Zhan Zhang] Merge branch 'master' into spark-2706 cedcc6f [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark 3ced0d7 [Zhan Zhang] rebase d9b981d [Zhan Zhang] rebase and fix error due to rollback adf4924 [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark 3dd50e8 [Zhan Zhang] solve conflicts and remove unnecessary implicts d10bf00 [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark dc7bdb3 [Zhan Zhang] solve conflicts 7e0cc36 [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark d7c3e1e [Zhan Zhang] Merge branch 'master' into spark-2706 68deb11 [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark d48bd18 [Zhan Zhang] address review comments 3ee3b2b [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark 57ea52e [Zhan Zhang] Merge branch 'master' into spark-2706 2b0d513 [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark 9412d24 [Zhan Zhang] address review comments f4af934 [Zhan Zhang] rebase 1ccd7cc [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark 128b60b [Zhan Zhang] ignore 0.12.0 test cases for the time being af9feb9 [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark 5f5619f [Zhan Zhang] restructure the directory and different hive version support 05d3683 [Zhan Zhang] solve conflicts e4c1982 [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark 94b4fdc [Zhan Zhang] Spark-2706: hive-0.13.1 support on spark 87ebf3b [Zhan Zhang] Merge branch 'master' into spark-2706 921e914 [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark f896b2a [Zhan Zhang] Merge branch 'master' into spark-2706 789ea21 [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark cb53a2c [Zhan Zhang] Merge branch 'master' of https://github.com/apache/spark f6a8a40 [Zhan Zhang] revert ba14f28 [Zhan Zhang] test dbedff3 [Zhan Zhang] Merge remote-tracking branch 'upstream/master' 70964fe [Zhan Zhang] revert fe0f379 [Zhan Zhang] Merge branch 'master' of https://github.com/zhzhan/spark 70ffd93 [Zhan Zhang] revert 42585ec [Zhan Zhang] test 7d5fce2 [Zhan Zhang] test

This adds a Streaming KMeans algorithm to MLlib. It uses an update rule that generalizes the mini-batch KMeans update to incorporate a decay factor, which allows past data to be forgotten. The decay factor can be specified explicitly, or via a more intuitive "fractional decay" setting, in units of either data points or batches. The PR includes: - StreamingKMeans algorithm with decay factor settings - Usage example - Additions to documentation clustering page - Unit tests of basic behavior and decay behaviors tdas mengxr rezazadeh Author: freeman <[email protected]> Author: Jeremy Freeman <[email protected]> Author: Xiangrui Meng <[email protected]> Closes apache#2942 from freeman-lab/streaming-kmeans and squashes the following commits: b2e5b4a [freeman] Fixes to docs / examples 078617c [Jeremy Freeman] Merge pull request #1 from mengxr/SPARK-3254 2e682c0 [Xiangrui Meng] take discount on previous weights; use BLAS; detect dying clusters 0411bf5 [freeman] Change decay parameterization 9f7aea9 [freeman] Style fixes 374a706 [freeman] Formatting ad9bdc2 [freeman] Use labeled points and predictOnValues in examples 77dbd3f [freeman] Make initialization check an assertion 9cfc301 [freeman] Make random seed an argument 44050a9 [freeman] Simpler constructor c7050d5 [freeman] Fix spacing 2899623 [freeman] Use pattern matching for clarity a4a316b [freeman] Use collect 1472ec5 [freeman] Doc formatting ea22ec8 [freeman] Fix imports 2086bdc [freeman] Log cluster center updates ea9877c [freeman] More documentation 9facbe3 [freeman] Bug fix 5db7074 [freeman] Example usage for StreamingKMeans f33684b [freeman] Add explanation and example to docs b5b5f8d [freeman] Add better documentation a0fd790 [freeman] Merge remote-tracking branch 'upstream/master' into streaming-kmeans 9fd9c15 [freeman] Merge remote-tracking branch 'upstream/master' into streaming-kmeans b93350f [freeman] Streaming KMeans with decay

@mateiz

The additions add the abstract BinaryFileInputFormat and BinaryRecordReader classes for reading in data as a byte stream and converting it to another format using the ```def parseByteArray(inArray: Array[Byte]): T``` function. As a trivial example ```ByteInputFormat``` and ```ByteRecordReader``` are included which just return the Array[Byte] from a given file. Finally a RDD for ```BinaryFileInputFormat``` (to allow for easier partitioning changes as was done for WholeFileInput) was added and the appropriate byteFiles to the ```SparkContext``` so the functions can be easily used by others. A common use case might be to read in a folder ``` sc.byteFiles("s3://mydrive/tif/*.tif").map(rawData => ReadTiffFromByteArray(rawData)) ``` Author: Kevin Mader <[email protected]> Author: Kevin Mader <[email protected]> Closes apache#1658 from kmader/master and squashes the following commits: 3c49a30 [Kevin Mader] fixing wholetextfileinput to it has the same setMinPartitions function as in BinaryData files 359a096 [Kevin Mader] making the final corrections suggested by @mateiz and renaming a few functions to make their usage clearer 6379be4 [Kevin Mader] reorganizing code 7b9d181 [Kevin Mader] removing developer API, cleaning up imports 8ac288b [Kevin Mader] fixed a single slightly over 100 character line 92bda0d [Kevin Mader] added new tests, renamed files, fixed several of the javaapi functions, formatted code more nicely a32fef7 [Kevin Mader] removed unneeded classes added DeveloperApi note to portabledatastreams since the implementation might change 49174d9 [Kevin Mader] removed unneeded classes added DeveloperApi note to portabledatastreams since the implementation might change c27a8f1 [Kevin Mader] jenkins crashed before running anything last time, so making minor change b348ce1 [Kevin Mader] fixed order in check (prefix only appears on jenkins not when I run unit tests locally) 0588737 [Kevin Mader] filename check in "binary file input as byte array" test now ignores prefixes and suffixes which might get added by Hadoop 4163e38 [Kevin Mader] fixing line length and output from FSDataInputStream to DataInputStream to minimize sensitivity to Hadoop API changes 19812a8 [Kevin Mader] Fixed the serialization issue with PortableDataStream since neither CombineFileSplit nor TaskAttemptContext implement the Serializable interface, by using ByteArrays for storing both and then recreating the objects from these bytearrays as needed. 238c83c [Kevin Mader] fixed several scala-style issues, changed structure of binaryFiles, removed excessive classes added new tests. The caching tests still have a serialization issue, but that should be easily fixed as well. 932a206 [Kevin Mader] Update RawFileInput.scala a01c9cf [Kevin Mader] Update RawFileInput.scala 441f79a [Kevin Mader] fixed a few small comments and dependency 12e7be1 [Kevin Mader] removing imglib from maven (definitely not ready yet) 5deb79e [Kevin Mader] added new portabledatastream to code so that it can be serialized correctly f032bc0 [Kevin Mader] fixed bug in path name, renamed tests bc5c0b9 [Kevin Mader] made minor stylistic adjustments from mateiz df8e528 [Kevin Mader] fixed line lengths and changed java test 9a313d5 [Kevin Mader] making classes that needn't be public private, adding automatic file closure, adding new tests edf5829 [Kevin Mader] fixing line lengths, adding new lines f4841dc [Kevin Mader] un-optimizing imports, silly intellij eacfaa6 [Kevin Mader] Added FixedLengthBinaryInputFormat and RecordReader from freeman-lab and added them to both the JavaSparkContext and the SparkContext as fixedLengthBinaryFile 1622935 [Kevin Mader] changing the line lengths to make jenkins happy 1cfa38a [Kevin Mader] added apache headers, added datainputstream directly as an output option for more complicated readers (HDF5 perhaps), and renamed several of the functions and files to be more consistent. Also added parallel functions to the java api 84035f1 [Kevin Mader] adding binary and byte file support spark 81c5f12 [Kevin Mader] Merge pull request #1 from apache/master

Add `metadata: Metadata` to `StructField` to store extra information of columns. `Metadata` is a simple wrapper over `Map[String, Any]` with value types restricted to Boolean, Long, Double, String, Metadata, and arrays of those types. SerDe is via JSON. Metadata is preserved through simple operations like `SELECT`. marmbrus liancheng Author: Xiangrui Meng <[email protected]> Author: Michael Armbrust <[email protected]> Closes apache#2701 from mengxr/structfield-metadata and squashes the following commits: dedda56 [Xiangrui Meng] merge remote 5ef930a [Xiangrui Meng] Merge remote-tracking branch 'apache/master' into structfield-metadata c35203f [Xiangrui Meng] Merge pull request #1 from marmbrus/pr/2701 886b85c [Michael Armbrust] Expose Metadata and MetadataBuilder through the public scala and java packages. 589f314 [Xiangrui Meng] Merge remote-tracking branch 'apache/master' into structfield-metadata 1e2abcf [Xiangrui Meng] change default value of metadata to None in python 611d3c2 [Xiangrui Meng] move metadata from Expr to NamedExpr ddfcfad [Xiangrui Meng] Merge remote-tracking branch 'apache/master' into structfield-metadata a438440 [Xiangrui Meng] Merge remote-tracking branch 'apache/master' into structfield-metadata 4266f4d [Xiangrui Meng] add StructField.toString back for backward compatibility 3f49aab [Xiangrui Meng] remove StructField.toString 24a9f80 [Xiangrui Meng] Merge remote-tracking branch 'apache/master' into structfield-metadata 473a7c5 [Xiangrui Meng] merge master c9d7301 [Xiangrui Meng] organize imports 1fcbf13 [Xiangrui Meng] change metadata type in StructField for Scala/Java 60cc131 [Xiangrui Meng] add doc and header 60614c7 [Xiangrui Meng] add metadata e42c452 [Xiangrui Meng] merge master 93518fb [Xiangrui Meng] support metadata in python 905bb89 [Xiangrui Meng] java conversions 618e349 [Xiangrui Meng] make tests work in scala 61b8e0f [Xiangrui Meng] merge master 7e5a322 [Xiangrui Meng] do not output metadata in StructField.toString c41a664 [Xiangrui Meng] merge master d8af0ed [Xiangrui Meng] move tests to SQLQuerySuite 67fdebb [Xiangrui Meng] add test on join d65072e [Xiangrui Meng] remove Map.empty 367d237 [Xiangrui Meng] add test c194d5e [Xiangrui Meng] add metadata field to StructField and Attribute

In RDDSampler, it try use numpy to gain better performance for possion(), but the number of call of random() is only (1+faction) * N in the pure python implementation of possion(), so there is no much performance gain from numpy. numpy is not a dependent of pyspark, so it maybe introduce some problem, such as there is no numpy installed in slaves, but only installed master, as reported in SPARK-927. It also complicate the code a lot, so we may should remove numpy from RDDSampler. I also did some benchmark to verify that: ``` >>> from pyspark.mllib.random import RandomRDDs >>> rdd = RandomRDDs.uniformRDD(sc, 1 << 20, 1).cache() >>> rdd.count() # cache it >>> rdd.sample(True, 0.9).count() # measure this line ``` the results: |withReplacement | random | numpy.random | ------- | ------------ | ------- |True | 1.5 s| 1.4 s| |False| 0.6 s | 0.8 s| closes apache#2313 Note: this patch including some commits that not mirrored to github, it will be OK after it catches up. Author: Davies Liu <[email protected]> Author: Xiangrui Meng <[email protected]> Closes apache#3351 from davies/numpy and squashes the following commits: 5c438d7 [Davies Liu] fix comment c5b9252 [Davies Liu] Merge pull request #1 from mengxr/SPARK-4477 98eb31b [Xiangrui Meng] make poisson sampling slightly faster ee17d78 [Davies Liu] remove = for float 13f7b05 [Davies Liu] Merge branch 'master' of http://git-wip-us.apache.org/repos/asf/spark into numpy f583023 [Davies Liu] fix tests 51649f5 [Davies Liu] remove numpy in RDDSampler 78bf997 [Davies Liu] fix tests, do not use numpy in randomSplit, no performance gain f5fdf63 [Davies Liu] fix bug with int in weights 4dfa2cd [Davies Liu] refactor f866bcf [Davies Liu] remove unneeded change c7a2007 [Davies Liu] switch to python implementation 95a48ac [Davies Liu] Merge branch 'master' of github.com:apache/spark into randomSplit 0d9b256 [Davies Liu] refactor 1715ee3 [Davies Liu] address comments 41fce54 [Davies Liu] randomSplit()

…if sql has null val jsc = new org.apache.spark.api.java.JavaSparkContext(sc) val jhc = new org.apache.spark.sql.hive.api.java.JavaHiveContext(jsc) val nrdd = jhc.hql("select null from spark_test.for_test") println(nrdd.schema) Then the error is thrown as follows: scala.MatchError: NullType (of class org.apache.spark.sql.catalyst.types.NullType$) at org.apache.spark.sql.types.util.DataTypeConversions$.asJavaDataType(DataTypeConversions.scala:43) Author: YanTangZhai <[email protected]> Author: yantangzhai <[email protected]> Author: Michael Armbrust <[email protected]> Closes apache#3538 from YanTangZhai/MatchNullType and squashes the following commits: e052dff [yantangzhai] [SPARK-4676] [SQL] JavaSchemaRDD.schema may throw NullType MatchError if sql has null 4b4bb34 [yantangzhai] [SPARK-4676] [SQL] JavaSchemaRDD.schema may throw NullType MatchError if sql has null 896c7b7 [yantangzhai] fix NullType MatchError in JavaSchemaRDD when sql has null 6e643f8 [YanTangZhai] Merge pull request apache#11 from apache/master e249846 [YanTangZhai] Merge pull request apache#10 from apache/master d26d982 [YanTangZhai] Merge pull request apache#9 from apache/master 76d4027 [YanTangZhai] Merge pull request apache#8 from apache/master 03b62b0 [YanTangZhai] Merge pull request apache#7 from apache/master 8a00106 [YanTangZhai] Merge pull request apache#6 from apache/master cbcba66 [YanTangZhai] Merge pull request #3 from apache/master cdef539 [YanTangZhai] Merge pull request #1 from apache/master

…the lineage The related JIRA is https://issues.apache.org/jira/browse/SPARK-4672 Iterative GraphX applications always have long lineage, while checkpoint() on EdgeRDD and VertexRDD themselves cannot shorten the lineage. In contrast, if we perform checkpoint() on their ParitionsRDD, the long lineage can be cut off. Moreover, the existing operations such as cache() in this code is performed on the PartitionsRDD, so checkpoint() should do the same way. More details and explanation can be found in the JIRA. Author: JerryLead <[email protected]> Author: Lijie Xu <[email protected]> Closes apache#3549 from JerryLead/my_graphX_checkpoint and squashes the following commits: d1aa8d8 [JerryLead] Perform checkpoint() on PartitionsRDD not VertexRDD and EdgeRDD themselves ff08ed4 [JerryLead] Merge branch 'master' of https://github.com/apache/spark c0169da [JerryLead] Merge branch 'master' of https://github.com/apache/spark 52799e3 [Lijie Xu] Merge pull request #1 from apache/master

…erflow error The related JIRA is https://issues.apache.org/jira/browse/SPARK-4672 In a nutshell, if `val partitionsRDD` in EdgeRDDImpl and VertexRDDImpl are non-transient, the serialization chain can become very long in iterative algorithms and finally lead to the StackOverflow error. More details and explanation can be found in the JIRA. Author: JerryLead <[email protected]> Author: Lijie Xu <[email protected]> Closes apache#3544 from JerryLead/my_graphX and squashes the following commits: 628f33c [JerryLead] set PartitionsRDD to be transient in EdgeRDDImpl and VertexRDDImpl c0169da [JerryLead] Merge branch 'master' of https://github.com/apache/spark 52799e3 [Lijie Xu] Merge pull request #1 from apache/master

…ation chain The related JIRA is https://issues.apache.org/jira/browse/SPARK-4672 The f closure of `PartitionsRDD(ZippedPartitionsRDD2)` contains a `$outer` that references EdgeRDD/VertexRDD, which causes task's serialization chain become very long in iterative GraphX applications. As a result, StackOverflow error will occur. If we set "f = null" in `clearDependencies()`, checkpoint() can cut off the long serialization chain. More details and explanation can be found in the JIRA. Author: JerryLead <[email protected]> Author: Lijie Xu <[email protected]> Closes apache#3545 from JerryLead/my_core and squashes the following commits: f7faea5 [JerryLead] checkpoint() should clear the f to avoid StackOverflow error c0169da [JerryLead] Merge branch 'master' of https://github.com/apache/spark 52799e3 [Lijie Xu] Merge pull request #1 from apache/master

…ins an empty AttributeSet() references The sql "select * from spark_test::for_test where abs(20141202) is not null" has predicates=List(IS NOT NULL HiveSimpleUdf#org.apache.hadoop.hive.ql.udf.UDFAbs(20141202)) and partitionKeyIds=AttributeSet(). PruningPredicates is List(IS NOT NULL HiveSimpleUdf#org.apache.hadoop.hive.ql.udf.UDFAbs(20141202)). Then the exception "java.lang.IllegalArgumentException: requirement failed: Partition pruning predicates only supported for partitioned tables." is thrown. The sql "select * from spark_test::for_test_partitioned_table where abs(20141202) is not null and type_id=11 and platform = 3" with partitioned key insert_date has predicates=List(IS NOT NULL HiveSimpleUdf#org.apache.hadoop.hive.ql.udf.UDFAbs(20141202), (type_id#12 = 11), (platform#8 = 3)) and partitionKeyIds=AttributeSet(insert_date#24). PruningPredicates is List(IS NOT NULL HiveSimpleUdf#org.apache.hadoop.hive.ql.udf.UDFAbs(20141202)). Author: YanTangZhai <[email protected]> Author: yantangzhai <[email protected]> Closes apache#3556 from YanTangZhai/SPARK-4693 and squashes the following commits: 620ebe3 [yantangzhai] [SPARK-4693] [SQL] PruningPredicates may be wrong if predicates contains an empty AttributeSet() references 37cfdf5 [yantangzhai] [SPARK-4693] [SQL] PruningPredicates may be wrong if predicates contains an empty AttributeSet() references 70a3544 [yantangzhai] [SPARK-4693] [SQL] PruningPredicates may be wrong if predicates contains an empty AttributeSet() references efa9b03 [YanTangZhai] Update HiveQuerySuite.scala 72accf1 [YanTangZhai] Update HiveQuerySuite.scala e572b9a [YanTangZhai] Update HiveStrategies.scala 6e643f8 [YanTangZhai] Merge pull request apache#11 from apache/master e249846 [YanTangZhai] Merge pull request apache#10 from apache/master d26d982 [YanTangZhai] Merge pull request apache#9 from apache/master 76d4027 [YanTangZhai] Merge pull request apache#8 from apache/master 03b62b0 [YanTangZhai] Merge pull request apache#7 from apache/master 8a00106 [YanTangZhai] Merge pull request apache#6 from apache/master cbcba66 [YanTangZhai] Merge pull request #3 from apache/master cdef539 [YanTangZhai] Merge pull request #1 from apache/master

…ve path. when i run cmd like that sc.addFile("../test.txt"), it did not work and throwed an exception: java.lang.IllegalArgumentException: java.net.URISyntaxException: Relative path in absolute URI: file:../test.txt at org.apache.hadoop.fs.Path.initialize(Path.java:206) at org.apache.hadoop.fs.Path.<init>(Path.java:172) ........ ....... Caused by: java.net.URISyntaxException: Relative path in absolute URI: file:../test.txt at java.net.URI.checkPath(URI.java:1804) at java.net.URI.<init>(URI.java:752) at org.apache.hadoop.fs.Path.initialize(Path.java:203) Author: DoingDone9 <[email protected]> Closes apache#4993 from DoingDone9/relativePath and squashes the following commits: ee375cd [DoingDone9] Update SparkContextSuite.scala d594e16 [DoingDone9] Update SparkContext.scala 0ff3fa8 [DoingDone9] test for add file dced8eb [DoingDone9] Update SparkContext.scala e4a13fe [DoingDone9] getCanonicalPath 161cae3 [DoingDone9] Merge pull request apache#4 from apache/master c87e8b6 [DoingDone9] Merge pull request #3 from apache/master cb1852d [DoingDone9] Merge pull request #2 from apache/master c3f046f [DoingDone9] Merge pull request #1 from apache/master

…, because this will make some UDAF can not work. spark avoid old inteface of hive, then some udaf can not work like "org.apache.hadoop.hive.ql.udf.generic.GenericUDAFAverage" Author: DoingDone9 <[email protected]> Closes apache#5131 from DoingDone9/udaf and squashes the following commits: 9de08d0 [DoingDone9] Update HiveUdfSuite.scala 49c62dc [DoingDone9] Update hiveUdfs.scala 98b134f [DoingDone9] Merge pull request apache#5 from apache/master 161cae3 [DoingDone9] Merge pull request apache#4 from apache/master c87e8b6 [DoingDone9] Merge pull request #3 from apache/master cb1852d [DoingDone9] Merge pull request #2 from apache/master c3f046f [DoingDone9] Merge pull request #1 from apache/master

…her duplicate in HiveQl Author: DoingDone9 <[email protected]> Closes apache#4973 from DoingDone9/sort_token and squashes the following commits: 855fa10 [DoingDone9] Update HiveQl.scala c7080b3 [DoingDone9] Sort these tokens in alphabetic order to avoid further duplicate in HiveQl c87e8b6 [DoingDone9] Merge pull request #3 from apache/master cb1852d [DoingDone9] Merge pull request #2 from apache/master c3f046f [DoingDone9] Merge pull request #1 from apache/master

… failed!! wrong code : val tmpDir = Files.createTempDir() not Files should Utils Author: DoingDone9 <[email protected]> Closes apache#5198 from DoingDone9/FilesBug and squashes the following commits: 6e0140d [DoingDone9] Update InsertIntoHiveTableSuite.scala e57d23f [DoingDone9] Update InsertIntoHiveTableSuite.scala 802261c [DoingDone9] Merge pull request apache#7 from apache/master d00303b [DoingDone9] Merge pull request apache#6 from apache/master 98b134f [DoingDone9] Merge pull request apache#5 from apache/master 161cae3 [DoingDone9] Merge pull request apache#4 from apache/master c87e8b6 [DoingDone9] Merge pull request #3 from apache/master cb1852d [DoingDone9] Merge pull request #2 from apache/master c3f046f [DoingDone9] Merge pull request #1 from apache/master

Added optional model type parameter for NaiveBayes training. Can be either Multinomial or Bernoulli. When Bernoulli is given the Bernoulli smoothing is used for fitting and for prediction as per: http://nlp.stanford.edu/IR-book/html/htmledition/the-bernoulli-model-1.html. Default for model is original Multinomial fit and predict. Added additional testing for Bernoulli and Multinomial models. Author: leahmcguire <[email protected]> Author: Joseph K. Bradley <[email protected]> Author: Leah McGuire <[email protected]> Closes apache#4087 from leahmcguire/master and squashes the following commits: f3c8994 [leahmcguire] changed checks on model type to requires acb69af [leahmcguire] removed enum type and replaces all modelType parameters with strings 2224b15 [Leah McGuire] Merge pull request #2 from jkbradley/leahmcguire-master 9ad89ca [Joseph K. Bradley] removed old code 6a8f383 [Joseph K. Bradley] Added new model save/load format 2.0 for NaiveBayesModel after modelType parameter was added. Updated tests. Also updated ModelType enum-like type. 852a727 [leahmcguire] merged with upstream master a22d670 [leahmcguire] changed NaiveBayesModel modelType parameter back to NaiveBayes.ModelType, made NaiveBayes.ModelType serializable, fixed getter method in NavieBayes 18f3219 [leahmcguire] removed private from naive bayes constructor for lambda only bea62af [leahmcguire] put back in constructor for NaiveBayes 01baad7 [leahmcguire] made fixes from code review fb0a5c7 [leahmcguire] removed typo e2d925e [leahmcguire] fixed nonserializable error that was causing naivebayes test failures 2d0c1ba [leahmcguire] fixed typo in NaiveBayes c298e78 [leahmcguire] fixed scala style errors b85b0c9 [leahmcguire] Merge remote-tracking branch 'upstream/master' 900b586 [leahmcguire] fixed model call so that uses type argument ea09b28 [leahmcguire] Merge remote-tracking branch 'upstream/master' e016569 [leahmcguire] updated test suite with model type fix 85f298f [leahmcguire] Merge remote-tracking branch 'upstream/master' dc65374 [leahmcguire] integrated model type fix 7622b0c [leahmcguire] added comments and fixed style as per rb b93aaf6 [Leah McGuire] Merge pull request #1 from jkbradley/nb-model-type 3730572 [Joseph K. Bradley] modified NB model type to be more Java-friendly b61b5e2 [leahmcguire] added back compatable constructor to NaiveBayesModel to fix MIMA test failure 5a4a534 [leahmcguire] fixed scala style error in NaiveBayes 3891bf2 [leahmcguire] synced with apache spark and resolved merge conflict d9477ed [leahmcguire] removed old inaccurate comment from test suite for mllib naive bayes 76e5b0f [leahmcguire] removed unnecessary sort from test 0313c0c [leahmcguire] fixed style error in NaiveBayes.scala 4a3676d [leahmcguire] Updated changes re-comments. Got rid of verbose populateMatrix method. Public api now has string instead of enumeration. Docs are updated." ce73c63 [leahmcguire] added Bernoulli option to niave bayes model in mllib, added optional model type parameter for training. When Bernoulli is given the Bernoulli smoothing is used for fitting and for prediction http://nlp.stanford.edu/IR-book/html/htmledition/the-bernoulli-model-1.html

…s that order.dataType does not match NativeType It did not conside that order.dataType does not match NativeType. So i add "case other => ..." for other cenarios. Author: DoingDone9 <[email protected]> Closes apache#4959 from DoingDone9/case_ and squashes the following commits: 6278846 [DoingDone9] Update rows.scala cb1852d [DoingDone9] Merge pull request #2 from apache/master c3f046f [DoingDone9] Merge pull request #1 from apache/master

This pull requests integrates SparkR, an R frontend for Spark. The SparkR package contains both RDD and DataFrame APIs in R and is integrated with Spark's submission scripts to work on different cluster managers. Some integration points that would be great to get feedback on: 1. Build procedure: SparkR requires R to be installed on the machine to be built. Right now we have a new Maven profile `-PsparkR` that can be used to enable SparkR builds 2. YARN cluster mode: The R package that is built needs to be present on the driver and all the worker nodes during execution. The R package location is currently set using SPARK_HOME, but this might not work on YARN cluster mode. The SparkR package represents the work of many contributors and attached below is a list of people along with areas they worked on edwardt (edwart) - Documentation improvements Felix Cheung (felixcheung) - Documentation improvements Hossein Falaki (falaki) - Documentation improvements Chris Freeman (cafreeman) - DataFrame API, Programming Guide Todd Gao (7c00) - R worker Internals Ryan Hafen (hafen) - SparkR Internals Qian Huang (hqzizania) - RDD API Hao Lin (hlin09) - RDD API, Closure cleaner Evert Lammerts (evertlammerts) - DataFrame API Davies Liu (davies) - DataFrame API, R worker internals, Merging with Spark Yi Lu (lythesia) - RDD API, Worker internals Matt Massie (massie) - Jenkins build Harihar Nahak (hnahak87) - SparkR examples Oscar Olmedo (oscaroboto) - Spark configuration Antonio Piccolboni (piccolbo) - SparkR examples, Namespace bug fixes Dan Putler (dputler) - Dataframe API, SparkR Install Guide Ashutosh Raina (ashutoshraina) - Build improvements Josh Rosen (joshrosen) - Travis CI build Sun Rui (sun-rui)- RDD API, JVM Backend, Shuffle improvements Shivaram Venkataraman (shivaram) - RDD API, JVM Backend, Worker Internals Zongheng Yang (concretevitamin) - RDD API, Pipelined RDDs, Examples and EC2 guide Author: Shivaram Venkataraman <[email protected]> Author: Shivaram Venkataraman <[email protected]> Author: Zongheng Yang <[email protected]> Author: cafreeman <[email protected]> Author: Shivaram Venkataraman <[email protected]> Author: Davies Liu <[email protected]> Author: Davies Liu <[email protected]> Author: hlin09 <[email protected]> Author: Sun Rui <[email protected]> Author: lythesia <[email protected]> Author: oscaroboto <[email protected]> Author: Antonio Piccolboni <[email protected]> Author: root <edward> Author: edwardt <[email protected]> Author: hqzizania <[email protected]> Author: dputler <[email protected]> Author: Todd Gao <[email protected]> Author: Chris Freeman <[email protected]> Author: Felix Cheung <[email protected]> Author: Hossein <[email protected]> Author: Evert Lammerts <[email protected]> Author: Felix Cheung <[email protected]> Author: felixcheung <[email protected]> Author: Ryan Hafen <[email protected]> Author: Ashutosh Raina <[email protected]> Author: Oscar Olmedo <[email protected]> Author: Josh Rosen <[email protected]> Author: Yi Lu <[email protected]> Author: Harihar Nahak <[email protected]> Closes #5096 from shivaram/R and squashes the following commits: da64742 [Davies Liu] fix Date serialization 59266d1 [Davies Liu] check exclusive of primary-py-file and primary-r-file 55808e4 [Davies Liu] fix tests 5581c75 [Davies Liu] update author of SparkR f731b48 [Shivaram Venkataraman] Only run SparkR tests if R is installed 64eda24 [Shivaram Venkataraman] Merge branch 'R' of https://github.com/amplab-extras/spark into R d7c3f22 [Shivaram Venkataraman] Address code review comments Changes include 1. Adding SparkR docs to API docs generated 2. Style fixes in SparkR scala files 3. Clean up of shell scripts and explanation of install-dev.sh 377151f [Shivaram Venkataraman] Merge remote-tracking branch 'apache/master' into R eb5da53 [Shivaram Venkataraman] Merge pull request #3 from davies/R2 a18ff5c [Davies Liu] Update sparkR.R 5133f3a [Shivaram Venkataraman] Merge pull request #7 from hqzizania/R3 940b631 [hqzizania] [SPARKR-92] Phase 2: implement sum(rdd) 0e788c0 [Shivaram Venkataraman] Merge pull request #5 from hlin09/doc-fix 3487461 [hlin09] Add tests log in .gitignore. 1d1802e [Shivaram Venkataraman] Merge pull request #4 from felixcheung/r-require 11981b7 [felixcheung] Update R to fail early if SparkR package is missing c300e08 [Davies Liu] remove duplicated file b045701 [Davies Liu] Merge branch 'remote_r' into R 19c9368 [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into remote_r f8fa8af [Davies Liu] mute logging when start/stop context e7104b6 [Davies Liu] remove ::: in SparkR a1777eb [Davies Liu] move rules into R/.gitignore e88b649 [Davies Liu] Merge branch 'R' of github.com:amplab-extras/spark into R 6e20e71 [Davies Liu] address comments b433817 [Davies Liu] Merge branch 'master' of github.com:apache/spark into R a1cedad [Shivaram Venkataraman] Merge pull request #228 from felixcheung/doc e089151 [Davies Liu] Merge pull request #225 from sun-rui/SPARKR-154_2 463e28c [Davies Liu] Merge pull request #2 from shivaram/doc-fixes bc2d6d8 [Shivaram Venkataraman] Remove arg from sparkR.stop and update docs d425363 [Shivaram Venkataraman] Some doc fixes for column, generics, group 1f1a7e0 [Shivaram Venkataraman] Some fixes to DataFrame, RDD, SQLContext docs 104ad4e [Shivaram Venkataraman] Check the right env in exists cf5cd99 [Shivaram Venkataraman] Remove unused numCols argument 85a50ec [Shivaram Venkataraman] Merge pull request #226 from RevolutionAnalytics/master 3eacfc0 [Davies Liu] fix flaky test 733380d [Davies Liu] update R examples (remove master from args) b21a0da [Davies Liu] Merge pull request #1 from shivaram/log4j-tests a1493d7 [Shivaram Venkataraman] Address comments e1f83ab [Shivaram Venkataraman] Send Spark INFO logs to a file in SparkR tests 58276f5 [Shivaram Venkataraman] Merge branch 'R' of https://github.com/amplab-extras/spark into R 52cc92d [Shivaram Venkataraman] Add license to create-docs.sh 6ff5ea2 [Shivaram Venkataraman] Add instructions to generate docs 1f478c5 [Shivaram Venkataraman] Merge branch 'R' of https://github.com/amplab-extras/spark into R 02b4833 [Shivaram Venkataraman] Add a script to generate R docs (Rd, html) Also fix some issues with our documentation d6d3729 [Davies Liu] enable spark and pyspark tests 0e5a83f [Davies Liu] fix code style afd8a77 [Davies Liu] Merge branch 'R' of github.com:amplab-extras/spark into R d87a181 [Davies Liu] fix flaky tests 7100fb9 [Shivaram Venkataraman] Fix libPaths in README bdf3a14 [Davies Liu] Merge branch 'R' of github.com:amplab-extras/spark into R 05e7375 [Davies Liu] sort generics b44e371 [Shivaram Venkataraman] Include RStudio instructions in README 855537f [Davies Liu] Merge branch 'R' of github.com:amplab-extras/spark into R 9fb6af3 [Davies Liu] mark R classes/objects are private 423ea3c [Shivaram Venkataraman] Ignore unknown jobj in cleanup 974e4ea [Davies Liu] fix flaky test 410ec18 [Davies Liu] fix zipRDD() tests d8b24fc [Davies Liu] disable spark and python tests temporary ce3ca62 [Davies Liu] fix license check 7da0049 [Davies Liu] fix build 2892e29 [Davies Liu] support R in YARN cluster ebd4d07 [Davies Liu] Merge branch 'R' of github.com:amplab-extras/spark into R 38cbf59 [Davies Liu] fix test of zipRDD() 756ece0 [Shivaram Venkataraman] Update README remove outdated TODO d436f26 [Davies Liu] add missing files 40d193a [Shivaram Venkataraman] Merge pull request #224 from sun-rui/SPARKR-224-new 1a16cd6 [Davies Liu] rm PROJECT_HOME 56670ef [Davies Liu] rm man page ba4b80b [Davies Liu] Merge branch 'remote_r' into R f04080c [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into remote_r 028cbfb [Davies Liu] fix exit code of sparkr unit test 42d8b4c [Davies Liu] Merge branch 'R' of github.com:amplab-extras/spark into R ef26015 [Davies Liu] Merge branch 'R' of github.com:amplab-extras/spark into R a1870e8 [Shivaram Venkataraman] Merge pull request #214 from sun-rui/SPARKR-156_3 cb6e5e3 [Shivaram Venkataraman] Add scripts to start SparkR on windows 8030847 [Shivaram Venkataraman] Set windows file separators, install dirs 05afef0 [Shivaram Venkataraman] Only stop backend JVM if R launched it 95d2de3 [Davies Liu] fix spark-submit with R scripot baefd9e [Shivaram Venkataraman] Make bin/sparkR use spark-submit As a part of this move the R initialization functions into first.R and first-submit.R d6f2bdd [Shivaram Venkataraman] Fix run-tests path ea90fab [Davies Liu] fix spark-submit with R path and sparkR -h 0e2412c [Davies Liu] fix bin/sparkR 9f6aa1f [Davies Liu] Merge branch 'R' of github.com:amplab-extras/spark into R 479e3fe [Davies Liu] change println() to logging 52ca6e5 [Shivaram Venkataraman] Add missing comma 716b16f [Shivaram Venkataraman] Merge branch 'R' of https://github.com/amplab-extras/spark into R 2d235d4 [Shivaram Venkataraman] Build SparkR with Maven profile aae881b [Davies Liu] fix rat ff776aa [Shivaram Venkataraman] Fix style e4f1937 [Shivaram Venkataraman] Remove DFC example f7b6936 [Davies Liu] remove Spark prefix for class 043959e [Davies Liu] cleanup ba53b09 [Davies Liu] support R in spark-submit f403b4a [Davies Liu] rm .travis.yml c4a5bdf [Davies Liu] run sparkr tests in Spark e8fc7ca [Davies Liu] fix .gitignore 35e5755 [Davies Liu] reduce size of example data 50bff63 [Davies Liu] add LICENSE header for R sources facb6e0 [Davies Liu] add .gitignore for .o, .so, .Rd 18e5eed [Davies Liu] update docs 0a0e632 [Davies Liu] move sparkR into bin/ a76472f [Davies Liu] fix path of assembly jar df3eeea [Davies Liu] move R/examples into examples/src/main/r 3415cc7 [Davies Liu] move Scala source into core/ and sql/ 180fc9c [Davies Liu] move scala 014d253 [Davies Liu] delete man pages 49a8133 [Davies Liu] Merge branch 'remote_r' into R 44994c2 [Davies Liu] Moved files to R/ 2fc553f [Shivaram Venkataraman] Merge pull request #222 from davies/column2 b043876 [Davies Liu] fix test 5e610cb [Davies Liu] add more API for Column 6f95d49 [Shivaram Venkataraman] Merge pull request #221 from shivaram/sparkr-stop-start 3214c6d [Shivaram Venkataraman] Merge pull request #217 from hlin09/cleanClosureFix f5d3355 [Shivaram Venkataraman] Merge pull request #218 from davies/merge 70f620c [Davies Liu] address comments 4b1628d [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into merge 3139325 [Shivaram Venkataraman] Merge pull request #212 from davies/toDF 6122e0e [Davies Liu] handle NULL bc2ff38 [Davies Liu] handle NULL 7f5e70c [Davies Liu] Update SerDe.scala 46454e4 [Davies Liu] address comments dd52cbc [Shivaram Venkataraman] Merge pull request #220 from shivaram/sparkr-utils-include 662938a [Shivaram Venkataraman] Include utils before SparkR for `head` to work Before this change calling `head` on a DataFrame would not work from the sparkR script as utils would be loaded after SparkR and placed ahead in the search list. This change requires utils to be loaded before SparkR 1bc2998 [Shivaram Venkataraman] Merge pull request #179 from evertlammerts/sparkr-sql 7695d36 [Evert Lammerts] added tests 8190127 [Evert Lammerts] fixed parquetFile signature d8c8fcc [Shivaram Venkataraman] Merge pull request #219 from shivaram/sparkr-build-final 963c7ee [Davies Liu] Merge branch 'master' into merge 8bff523 [Shivaram Venkataraman] Remove staging repo now that 1.3 is released e52258f [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into toDF 05b9126 [Shivaram Venkataraman] Merge pull request #215 from davies/agg 8e1497d [Davies Liu] Update DataFrame.R 72adb14 [Davies Liu] Update SQLContext.R 66cc92a [Davies Liu] address commets 55c38bc [Shivaram Venkataraman] Merge pull request #216 from davies/select2 3e0555d [Shivaram Venkataraman] Merge pull request #193 from davies/daemon 0467474 [Davies Liu] add more selecter for DataFrame 9a6be74 [Davies Liu] include grouping columns in agg() e87bb98 [Davies Liu] improve comment and logging a6dc435 [Davies Liu] remove dependency of jsonlite 26a3621 [Davies Liu] support date.frame and Date/Time 4e4908a [Davies Liu] createDataFrame from rdd 5757b95 [Shivaram Venkataraman] Merge pull request #196 from davies/die 90f2692 [Shivaram Venkataraman] Merge pull request #211 from hlin09/generics 8583968 [Davies Liu] readFully() 46cea3d [Davies Liu] retry 01aa5ee [Davies Liu] add config for using daemon, refactor ff948db [hlin09] Remove missingOrInteger. ecdfda1 [hlin09] Remove duplication. 411b751 [Davies Liu] make RStudio happy 8f8813f [Davies Liu] switch back to use parallel 6bccbbf [hlin09] Move roxygen doc back to implementation. ffd6e8e [Shivaram Venkataraman] Merge pull request #210 from hlin09/hlin09 471c794 [hlin09] Move getJRDD and broadcast's value to 00-generic.R. 89b886d [hlin09] Move setGeneric() to 00-generics.R. 97dde1a [hlin09] Add a test for access operators. 09ff163 [Shivaram Venkataraman] Merge pull request #204 from cafreeman/sparkr-sql 15a713f [cafreeman] Fix example for `dropTempTable` dc1291b [hlin09] Add checks for namespace access operators in cleanClosure. b4c0b2e [Davies Liu] use fork package 3db5649 [cafreeman] Merge branch 'sparkr-sql' of https://github.com/amplab-extras/SparkR-pkg into sparkr-sql 789be97 [Shivaram Venkataraman] Merge pull request #207 from shivaram/err-remove e60578a [cafreeman] update tests to guarantee row order 5eec6fc [Shivaram Venkataraman] Merge pull request #206 from sun-rui/SPARKR-156_2 3f7aed6 [Sun Rui] Fix minor typos in the function description. a8cebf0 [Shivaram Venkataraman] Remove print statement in SparkRBackendHandler This print statement is noisy for SQL methods which have multiple APIs (like loadDF). We already have a better error message when no valid methods are found 5e3a576 [Sun Rui] Fix indentation. f3d99a6 [Sun Rui] [SPARKR-156] phase 2: implement zipWithIndex() of the RDD class. a582810 [cafreeman] Merge branch 'dfMethods' into sparkr-sql 7a5d6fd [cafreeman] `withColumn` and `withColumnRenamed` c5fa3b9 [cafreeman] New `select` method bcb0bf5 [Shivaram Venkataraman] Merge pull request #180 from davies/group 9dd6a5a [Davies Liu] Update SparkRBackendHandler.scala e6fb8d8 [Davies Liu] improve logging 428a99a [Davies Liu] remove test, catch exception fef99de [cafreeman] `intersect`, `subtract`, `unionAll` befbd32 [cafreeman] `insertInto` 9d01bcd [cafreeman] `dropTempTable` d8c1c09 [Davies Liu] add test to start and stop context multiple times 18c6004 [Shivaram Venkataraman] Merge pull request #201 from sun-rui/SPARKR-156_1 dfb399a [Davies Liu] address comments f06ccec [Sun Rui] Use mapply() instead of for statement. 3c7674f [Davies Liu] Merge branch 'die' of github.com:davies/SparkR-pkg into die ac8a852 [Davies Liu] close monitor connection in sparkR.stop() 4d0fb56 [Shivaram Venkataraman] Merge pull request #203 from shivaram/sparkr-hive-fix 62b0760 [Shivaram Venkataraman] Fix test hive context package name 47a613f [Shivaram Venkataraman] Fix HiveContext package name fb3b139 [Davies Liu] fix tests d0d4626 [Shivaram Venkataraman] Merge pull request #199 from davies/load 8b7fb67 [Davies Liu] fix HiveContext bb46832 [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into load e9e2a03 [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into group b875b4f [Davies Liu] fix style de2abfa [Shivaram Venkataraman] Merge pull request #202 from cafreeman/sparkr-sql 3675fcf [cafreeman] Update `explain` and fixed doc for `toJSON` 5fd9575 [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into load 6fac596 [Davies Liu] support Column expression in agg() f10a24e [Davies Liu] address comments ff8b005 [cafreeman] 'saveAsParquetFile` a5c2887 [cafreeman] fix test 3fab0f8 [cafreeman] `showDF` 779c102 [cafreeman] `isLocal` 68b11cf [cafreeman] `toJSON` 0ac4abc [cafreeman] 'explain` 20242c4 [cafreeman] clean up docs 6a1fe64 [Shivaram Venkataraman] Merge pull request #198 from cafreeman/sparkr-sql 198c130 [Shivaram Venkataraman] Merge pull request #200 from shivaram/sparkr-sql-build 870acd4 [Shivaram Venkataraman] Use rc2 explicitly 8b9a963 [cafreeman] Merge branch 'sparkr-sql' of https://github.com/amplab-extras/SparkR-pkg into sparkr-sql bc90115 [cafreeman] Fixed docs 3865f39 [Sun Rui] [SPARKR-156] phase 1: implement zipWithUniqueId() of the RDD class. a37fd80 [Davies Liu] Update sparkR.R d18f9d3 [Shivaram Venkataraman] Remove SparkR snapshot build We now have 1.3.0 RC2 on Apache Staging 8de958d [Davies Liu] Update SparkRBackend.scala 4e0becc [Shivaram Venkataraman] Merge pull request #194 from davies/api 197a79b [Davies Liu] add HiveContext (commented) 32aa01d [Shivaram Venkataraman] Merge pull request #191 from felixcheung/doc 5073e07 [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into load 7918634 [cafreeman] Fix test acea146 [cafreeman] remove extra line 74269f3 [cafreeman] Merge branch 'dfMethods' into sparkr-sql cd7ac8a [Shivaram Venkataraman] Merge pull request #197 from cafreeman/sparkr-sql 494a4dd [cafreeman] update export e14c328 [cafreeman] `selectExpr` 32b37d1 [cafreeman] Fixed indent in `join` test. 2e7b190 [Felix Cheung] small update on yarn deploy mode. 8ff29d6 [Davies Liu] fix tests 12a6db2 [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into api 294ca4a [cafreeman] `join`, `sort`, and `filter` 4fa6343 [cafreeman] Refactor `join` generic for use with `DataFrame` 3f22c8d [Shivaram Venkataraman] Merge pull request #195 from cafreeman/sparkr-sql 2b6f980 [Davies Liu] shutdown the JVM after R process die e8639c3 [cafreeman] New 1.3 repo and updates to `column.R` ed9a89f [Davies Liu] address comments 03bcf20 [Davies Liu] Merge branch 'group' of github.com:davies/SparkR-pkg into group 39c253d [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into group 98cc97a [Davies Liu] fix test and docs e2d144a [Felix Cheung] Fixed small typos 3beadcf [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into api 06cbc2d [Davies Liu] launch R worker by a daemon 8a676b1 [Shivaram Venkataraman] Merge pull request #188 from davies/column 524c122 [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into column f798402 [Davies Liu] Update column.R 1d0f2ae [Davies Liu] Update DataFrame.R 03402eb [Felix Cheung] Updates as per feedback on sparkR-submit 76cf2e0 [Shivaram Venkataraman] Merge pull request #192 from cafreeman/sparkr-sql 1955a09 [cafreeman] return object instead of a list of one object f585929 [cafreeman] Fix brackets e998356 [cafreeman] define generic for 'first' in RDD API 71d66a1 [Davies Liu] fix first(0 8ec21af [Davies Liu] fix signature acae527 [Davies Liu] refactor d7b17a4 [Davies Liu] fix approxCountDistinct 7dfe27d [Davies Liu] fix cyclic namespace dependency 8caf5bb [Davies Liu] use S4 methods 5c0bb24 [Felix Cheung] Doc updates: build and running on YARN 773baf0 [Zongheng Yang] Merge pull request #178 from davies/random 862f07c [Shivaram Venkataraman] Merge pull request #190 from shivaram/SPARKR-79 b457833 [Shivaram Venkataraman] Merge pull request #189 from shivaram/stdErrFix f7caeb8 [Davies Liu] Update SparkRBackend.scala 8c4deae [Shivaram Venkataraman] Remove unused function 6e51c7f [Shivaram Venkataraman] Fix stderr redirection on executors 7afa4c9 [Shivaram Venkataraman] Merge pull request #186 from hlin09/funcDep3 4d36ab1 [hlin09] Add tests for broadcast variables. 3f57e56 [hlin09] Fix comments. 7b72487 [hlin09] Fix comments. ae05bf1 [Davies Liu] Merge branch 'sparkr-sql' of github.com:amplab-extras/SparkR-pkg into column abb4bb9 [Davies Liu] add Column and expression eb8ac11 [Shivaram Venkataraman] Set Spark version 1.3.0 in Windows build 5c72e73 [Davies Liu] wait atmost 100 seconds e425437 [Shivaram Venkataraman] Merge pull request #177 from lythesia/master a00f502 [lythesia] fix indents 0346e5f [Davies Liu] address comment 6134649 [Shivaram Venkataraman] Merge pull request #187 from cafreeman/sparkr-sql ad0935e [lythesia] minor fixes b0e7f73 [cafreeman] Update `sampleDF` test 7b0d070 [lythesia] keep partitions check 889c265 [cafreeman] numToInt utility function 27dd3a0 [lythesia] modify tests for repartition cad0f0c [cafreeman] Fix docs and indents 2808dcf [cafreeman] Three more DataFrame methods 5ef66fb [Davies Liu] send back the port via temporary file 3b46429 [Davies Liu] Merge branch 'master' of github.com:amplab-extras/SparkR-pkg into random 798f453 [cafreeman] Merge branch 'sparkr-sql' into dev 9aa4acf [Shivaram Venkataraman] Merge pull request #184 from davies/socket 020bce8 [Shivaram Venkataraman] Merge pull request #183 from cafreeman/sparkr-sql 222e06b [cafreeman] Lazy evaluation and formatting changes e776324 [Davies Liu] fix import 211cc15 [cafreeman] Merge branch 'sparkr-sql' into dev 3351afd [hlin09] Replaces getDependencies with cleanClosure, to serialize UDFs to workers. e7c56d6 [lythesia] fix random partition key 50c74b1 [Davies Liu] address comments 083c89f [cafreeman] Remove commented lines an unused import dfa119b [hlin09] Improve the coverage of processClosure. a41c9b9 [cafreeman] Merge branch 'wrapper' into sparkr-sql 1cd714f [cafreeman] Wrapper function docs. db0cd9e [cafreeman] Clean up for wrapper functions 818c19f [cafreeman] Update schema-related functions a57884e [cafreeman] Remove unused import d72e830 [cafreeman] Add wrapper for `StructField` and `StructType` 2ea2ecf [lythesia] use generic arg 09b9512 [hlin09] add docs f4f077c [hlin09] Add recursive cleanClosure for function access. f84ad27 [hlin09] Merge remote-tracking branch 'upstream/master' into funcDep2 5300766 [Shivaram Venkataraman] Merge pull request #185 from hlin09/hlin09 07aa7c0 [hlin09] Unifies the implementation of lapply with lapplyParitionsWithIndex. f4dbb0b [Davies Liu] use socket in worker 8282c59 [Davies Liu] Update DataFrame.R ba495a8 [Davies Liu] Update NAMESPACE 36dffb3 [cafreeman] Add 'head` and `first` 534a95f [cafreeman] Schema-related methods 64f488d [cafreeman] Cache and Persist Methods 30d71fd [cafreeman] Standardize method arguments for DataFrame methods 785898b [Shivaram Venkataraman] Merge pull request #182 from cafreeman/sparkr-sql 2619003 [Shivaram Venkataraman] Merge pull request #181 from cafreeman/master a9bbe0b [cafreeman] Update existing SparkSQL functions 8c241a3 [cafreeman] Merge with master, include changes to method args 68d6de4 [cafreeman] Fix typos 8d2ec6e [Davies Liu] add sum/max/min/avg/mean 774e687 [Davies Liu] add missing API in SQLContext 1e72b4b [Davies Liu] missing API in SQLContext 3294949 [Chris Freeman] Restore `rdd` argument to `getJRDD` 3a58ebc [Davies Liu] rm unrelated file 8bd93b5 [Davies Liu] fix signature c652b4c [cafreeman] Update method signatures to use generic arg 48c8827 [Davies Liu] update NAMESPACE 84e2d8c [Davies Liu] groupBy and agg() 7c3ddbd [Davies Liu] create jmode in JVM 9465426 [Davies Liu] load and save 982f342 [lythesia] fix numeric issue 7651d84 [lythesia] fix coalesce 4e712e1 [Davies Liu] use random port in backend 041d22b [Shivaram Venkataraman] Merge pull request #172 from cafreeman/sparkr-sql 0d07770 [cafreeman] Added `limit` and updated `take` 301d8e5 [cafreeman] Remove extraneous map functions 0387db2 [cafreeman] Remove colNames 04c4b65 [lythesia] add repartition/coalesce 231deab [cafreeman] Change reserialize to serializeToBytes acf7e1a [cafreeman] Rework the Scala to R DataFrame Conversion 481ae37 [cafreeman] Updated stale comments and standardized arg names 21d4a97 [hlin09] Adds cleanClosure to capture the function closures. d24ffb4 [hlin09] Merge remote-tracking branch 'upstream/master' into funcDep2 8be02de [hlin09] Revert "loop 1-12 test pass." fddb9cc [hlin09] Revert "add docs" f8ef0ab [hlin09] Revert "More docs" 8e4b3da [hlin09] Revert "More docs" 57e005b [hlin09] Revert "fix tests." c10148e [Shivaram Venkataraman] Merge pull request #174 from shivaram/sparkr-runner 910e3be [Shivaram Venkataraman] Add a timeout for initialization Also move sparkRBackend.stop into a finally block bf52b17 [Shivaram Venkataraman] Merge remote-tracking branch 'amplab-sparkr/master' into sparkr-runner 08102b0 [Shivaram Venkataraman] Merge pull request #176 from lythesia/master 9c77b20 [Chris Freeman] Merge pull request #2 from shivaram/sparkr-sql 179ab38 [lythesia] add try counts and increase time interval 71a73b2 [Shivaram Venkataraman] Use a getter for serialization mode This change encapsulates the semantics of serialization mode for RDDs inside a getter function. For PipelinedRDDs if a backing JavaRDD is available we use that else we fall back to a default serialization mode 06bf250 [Shivaram Venkataraman] Merge pull request #173 from shivaram/windows-space-fix 88bf97f [Shivaram Venkataraman] Create SparkContext for R shell launch f9268d9 [Shivaram Venkataraman] Fix code review comments e6ad12d [Shivaram Venkataraman] Update comment describing sparkR-submit 17eda4c [Shivaram Venkataraman] Merge pull request #175 from falaki/docfix ba2b72b [Hossein] Spark 1.1.0 is default 4cd7d3f [lythesia] retry backend connection 749e2d0 [Hossein] Updated README bc04cf4 [Shivaram Venkataraman] Use SPARKR_BACKEND_PORT in sparkR.R as default Change SparkRRunner to use EXISTING_SPARKR_BACKEND_PORT to differentiate between the two 22a19ac [Shivaram Venkataraman] Use a semaphore to wait for backend to initalize Also pick a random port to avoid collisions 7f1f0f8 [cafreeman] Move comments to fit 100 char line length 8b84e4e [cafreeman] Make if statements more explicit ce5d5ab [cafreeman] New tests for Union and Object File b063320 [cafreeman] Changed 'serialized' to 'serializedMode' 0981dff [Zongheng Yang] Merge pull request #168 from sun-rui/SPARKR-153_2 86fc639 [Shivaram Venkataraman] Move sparkR-submit into pkg/inst fd8f8a9 [Shivaram Venkataraman] Merge branch 'hqzizania-master' a33dbea [Shivaram Venkataraman] Merge branch 'master' of https://github.com/hqzizania/SparkR-pkg into hqzizania-master 384e6e2 [Shivaram Venkataraman] Merge pull request #171 from hlin09/hlin09 1f5a6ac [hlin09] fixed comments 7f7596a [cafreeman] Additional handling for "row" serialization 8c3b8c5 [cafreeman] Add test for UnionRDD on "row" serialization b1141f8 [cafreeman] Fixed formatting issues. 5db30bf [cafreeman] Changed serialized from bool to string 2f0c0b8 [cafreeman] Add check for serialized type d243dfb [cafreeman] Clean up code 5ff63a2 [cafreeman] Change test from boolean to string 77fec1a [cafreeman] Updated .Rd files 9224989 [cafreeman] Various updates for DataFrame to RRDD 26af62b [cafreeman] DataFrame to RRDD e004481 [cafreeman] Update UnionRDD test 5292be7 [hlin09] Adds support of pipeRDD(). e2a7560 [Shivaram Venkataraman] Merge pull request #170 from cafreeman/sparkr-sql 5d537f4 [cafreeman] Add pairRDD to Description b6fa88e [cafreeman] Updating to current master 0cda231 [Sun Rui] [SPARKR-153] phase 2: implement aggregateByKey() and foldByKey(). 95ee6b4 [Shivaram Venkataraman] Merge remote-tracking branch 'amplab-sparkr/master' into sparkr-runner 67fbc60 [Shivaram Venkataraman] Add support for SparkR shell to use spark-submit This ensures that SparkConf options are read in both in batch and interactive modes 2271030 [Shivaram Venkataraman] Merge pull request #167 from sun-rui/removePartionByInRDD 7fcb46a [Sun Rui] Remove partitionBy() in RDD. 52f94c4 [Shivaram Venkataraman] Merge pull request #160 from lythesia/master 59e2d54 [lythesia] merge with upstream 5836650 [Zongheng Yang] Merge pull request #163 from sun-rui/SPARKR-153_1 141723e [Sun Rui] fix comments. f73a07e [Shivaram Venkataraman] Merge pull request #165 from shivaram/sparkr-sql-build 10ffc6d [Shivaram Venkataraman] Set Spark version to 1.3 using staging dependency Also fix the maven build c91ede2 [Shivaram Venkataraman] Merge pull request #164 from hlin09/hlin09 9d335a9 [hlin09] Makes git to ignore Eclipse meta files. 94066bf [Sun Rui] [SPARKR-153] phase 1: implement fold() and aggregate(). 9c391c7 [hqzizania] Merge remote-tracking branch 'upstream/master' 5f29551 [hqzizania] modified: pkg/R/RDD.R modified: pkg/R/context.R d968664 [lythesia] fix comment 7972858 [Shivaram Venkataraman] Merge pull request #159 from sun-rui/SPARKR-150_2 7690878 [lythesia] separate out pair RDD functions f4573c1 [Sun Rui] Use reduce() instead of sortBy().take() to get the ordered elements. 63e62ed [Sun Rui] [SPARKR-150] phase 2: implement takeOrdered() and top(). 050390b [Shivaram Venkataraman] Fix bugs in inferring R file 8398f2e [Shivaram Venkataraman] Add sparkR-submit helper script Also adjust R file path for YARN cluster mode bd6705b [Zongheng Yang] Merge pull request #154 from sun-rui/SPARKR-150 c7964c9 [Sun Rui] Merge with upstream master. 7feac38 [Sun Rui] Use default arguments for sortBy() and sortKeyBy(). de2bfb3 [Sun Rui] Fix minor comments and add more test cases. 0c6e071 [Zongheng Yang] Merge pull request #157 from lythesia/master f5038c0 [lythesia] pull out anonymous functions in groupByKey ba6f044 [lythesia] fixes for reduceByKeyLocally 343b6ab [Oscar Olmedo] Export sparkR.stop Closes #156 from oscaroboto/master 25639cf [Shivaram Venkataraman] Replace tabs with spaces bb25920 [Shivaram Venkataraman] Merge branch 'dputler-master' fd836db [hlin09] fix tests. 24a7f13 [hlin09] More docs a465165 [hlin09] More docs 6ad4fc3 [hlin09] add docs b082a35 [lythesia] add reduceByKeyLocally 7ca6512 [Shivaram Venkataraman] First cut of SparkRRunner 193f5fe [hlin09] loop 1-12 test pass. 345f1b8 [dputler] [SPARKR-195] Implemented project style guidelines for if-else statements 8043559 [Sun Rui] Add a TODO to use binary search in the range partitioner. 91b2fd6 [Sun Rui] Add more test cases. e8ebbe4 [Shivaram Venkataraman] Merge pull request #152 from cafreeman/sparkr-sql 0c53d6c [dputler] Data frames now coerced to lists, and messages issued for a data frame or matrix on how they are parallelized 6d57ec0 [cafreeman] Remove json test file since we're using a temp ac1ef09 [cafreeman] Update registerTempTable test d9da451 [Sun Rui] [SPARKR-150] phase 1: implement sortBy() and sortByKey(). 08ff30b [Shivaram Venkataraman] Merge pull request #153 from hqzizania/master 9767e8e [hqzizania] modified: pkg/man/collect-methods.Rd 5d69f0a [hqzizania] modified: pkg/R/RDD.R 4914091 [hqzizania] modified: pkg/inst/tests/test_rdd.R 742a68b [cafreeman] Update test_sparkRSQL.R a95823e [hqzizania] modified: pkg/R/RDD.R 2d04526 [cafreeman] Formatting fae9bdd [cafreeman] Renamed to SQLUtils.scala 39888ea [Chris Freeman] Update test_sparkSQL.R fce2453 [cafreeman] Updated documentation for SQLContext 13fbf12 [cafreeman] Regenerated .Rd files 51ecf41 [cafreeman] Updated Scala object 30d7337 [cafreeman] Added SparkSQL test 74b3ed6 [cafreeman] Incorporate code feedback 554bda0 [Zongheng Yang] Merge pull request #147 from shivaram/sparkr-ec2-fixes a5f4f8f [cafreeman] Squashed commit of the following: f34bb88 [Shivaram Venkataraman] Remove profiling information from this PR c662f29 [Zongheng Yang] Merge pull request #146 from shivaram/spark-1.2-build 21e9b74 [Zongheng Yang] Merge pull request #145 from lythesia/master 76f6b9e [Shivaram Venkataraman] Merge pull request #149 from hqzizania/master 1c2dbec [lythesia] minor fix for refactoring join code 5b380d3 [hqzizania] modified: pkg/man/combineByKey.Rd modified: pkg/man/groupByKey.Rd modified: pkg/man/partitionBy.Rd modified: pkg/man/reduceByKey.Rd 98794fe [hqzizania] modified: pkg/R/RDD.R b66534d [Zongheng Yang] Merge pull request #144 from shivaram/fix-rd-files 60da1df [Shivaram Venkataraman] Initialize timing variables 179aa75 [Shivaram Venkataraman] Bunch of fixes for longer running jobs 1. Increase the timeout for socket connection to wait for long jobs 2. Add some profiling information in worker.R 3. Put temp file writes before stdin writes in RRDD.scala 06d99f0 [Shivaram Venkataraman] Fix URI to have right number of slashes add97f5 [Shivaram Venkataraman] Use URL encode to create valid URIs for jars 4eec962 [lythesia] refactor join functions 73430c6 [Shivaram Venkataraman] Make SparkR work on paths with spaces on Windows aaf8f47 [Shivaram Venkataraman] Exclude hadoop client from Spark dependency 227ee42 [Zongheng Yang] Merge pull request #141 from shivaram/SPARKR-140 ac5ceb1 [Shivaram Venkataraman] Fix code review comments 32394de [Shivaram Venkataraman] Regenerate Rd files for SparkR This fixes a number of issues in SparkR man pages. The main changes are 1. Don't export or generate docs for PipelineRDD 2. Fix variable names for Filter, count to match base methods 3. Document missing arguments for sparkR.init, print.jobj etc. e157bf6 [Shivaram Venkataraman] Use prev_serialized to track if JRDD is serialized This changes introduces a new variable in PipelineRDD environment to track if the prev_jrdd is serialized or not. 7428a7e [Zongheng Yang] Merge pull request #143 from shivaram/SPARKR-181 7dd1797 [Shivaram Venkataraman] Address code review comments 8f81c45 [Shivaram Venkataraman] Remove roxygen export for PipelinedRDD 0cb90f1 [Zongheng Yang] Merge pull request #142 from shivaram/SPARKR-169 d1c6e6c [Shivaram Venkataraman] Buffer stderr from R and return it on Exception This change buffers the last 100 lines from R process and passes these lines back to the driver if we have an exception. This will help users debug why their tasks failed on the cluster d6c1393 [Shivaram Venkataraman] Suppress warnings from normalizePath a382835 [Shivaram Venkataraman] Fix serialization tracking in pipelined RDDs When creating a pipeline RDD, we need to check if the JavaRDD belonging to the parent is serialized. da39529 [Zongheng Yang] Merge pull request #140 from sun-rui/SPARKR-183 2814caa [Sun Rui] Merge with upstream master. cd2a5b3 [Sun Rui] Add reference to Nagle's algorithm and clean code. 52356b6 [Shivaram Venkataraman] Merge pull request #139 from shivaram/fix-backend-exit 97e5a1f [Sun Rui] [SPARKR-183] Fix the issue that parallelize collect tests are slow. a9f8e8e [Shivaram Venkataraman] Merge pull request #138 from concretevitamin/fix-collect-test 125ae43 [Shivaram Venkataraman] Fix SparkR backend to exit in more cases This change has two fixes 1. When the workspace is saved (from R or RStudio) the backend connection seems to be closed before the finalizer is run. In such cases we reopen the connection and stop the backend 2. With RStudio when R is restarted, there are port-conflicts which appear due to a race condition between the JVM and rsession restart. This change adds a 1 sec sleep to avoid this race. 12c102a [Zongheng Yang] Simplify a unit test. 9c0637a [Zongheng Yang] Merge pull request #137 from shivaram/fix-docs 0df0e18 [Shivaram Venkataraman] Fix documentation for includePackage 7549f88 [Zongheng Yang] Merge pull request #136 from shivaram/man-updates 7edbe46 [Shivaram Venkataraman] Add missing man pages 9cb9567 [Shivaram Venkataraman] Merge pull request #131 from shivaram/rJavaExpt 1fa722e [Shivaram Venkataraman] Rename to SerDe now 2fcb051 [Shivaram Venkataraman] Rename to SerDeJVMR d112cf0 [Shivaram Venkataraman] Style fixes 9fd01cc [Shivaram Venkataraman] Remove unnecessary braces 0881931 [Shivaram Venkataraman] Some more style fixes f00b531 [Shivaram Venkataraman] Address code review comments. Big changes include style fixes throughout for named arguments c09ba05 [Shivaram Venkataraman] Change jobj id to be just an integer Add a new print.jobj that gets the class name and prints it Also add a utility function isInstanceOf be05b16 [Shivaram Venkataraman] Check if context, connection exist before stopping d596a23 [Shivaram Venkataraman] Address code review comments 396e7ac [Shivaram Venkataraman] Changes to make new backend work on Windows This change uses file.path to construct the Java binary path in a OS agnostic way and uses system2 to handle quoting binary paths correctly. Tests pass on Mac OSX and a Windows EC2 instance. e7a4e03 [Shivaram Venkataraman] Remove unused file BACKEND.md 62f380b [Shivaram Venkataraman] Update worker.R to use new deserialization call 8b9c4e6 [Shivaram Venkataraman] Change RDD name, setName to use new backend 6dcd5c5 [Shivaram Venkataraman] Merge branch 'master' of https://github.com/amplab-extras/SparkR-pkg into rJavaExpt 0873397 [Shivaram Venkataraman] Refactor java object tracking into a new singleton. Also add comments describing each class 95db964 [Shivaram Venkataraman] Add comments, cleanup new R code bcd4258 [Zongheng Yang] Merge pull request #130 from lythesia/master 74dbc5e [Sun Rui] Match method using parameter types. 7ad4a4d [Sun Rui] Use 1 char to represent types on the backend->client direction. bace887 [Sun Rui] Use an integer count for the backend java object ID because Uniqueness isn't guaranteed by System.identityHashCode(). b38d04f [Sun Rui] Use 1 char to represent types on the client -> backend direction. f88bc68 [lythesia] Merge branch 'master' of github.com:lythesia/SparkR-pkg 71d41f5 [lythesia] add test case for fullOuterJoin eb4f423 [lythesia] --amend cffecc5 [lythesia] add test case for fullOuterJoin a547dd2 [Shivaram Venkataraman] Move classTag, rddRef into newJObject call This avoids them getting eagerly garbage collected 1255391 [Shivaram Venkataraman] Add a finalizer for jobj objects This enables Java objects to be garbage collected on the backend when they are no longer referenced in R. Also rename newJava to newJObject to be more consistent with callJMethod 70fa409 [Sun Rui] Add YARN Conf Dir to the class path when launching the backend. a1108ca [lythesia] add fullOuterJoin in RDD.R 2152727 [Shivaram Venkataraman] Remove empty file cd08bee [Shivaram Venkataraman] Update all functions to use new backend All unit tests pass. 9de49b7 [Shivaram Venkataraman] Add high level calls for methods, constructors Also update BACKEND.md 5a97ea4 [Shivaram Venkataraman] Add jobj S3 class that holds backend refs e071d3e [Shivaram Venkataraman] Change SparkRBackend to use general method calls This change uses a custom protocl + JNI to invoke any method on a given object type. Also update serializers, deserializers to make code more concise 49f0404 [Shivaram Venkataraman] Merge pull request #129 from lythesia/master 7f8cd82 [lythesia] update man 4715ed2 [Yi Lu] Update RDD.R 5a53801 [lythesia] fix name,setName 4f3870b [lythesia] add name,setName in RDD.R 1c25700 [Shivaram Venkataraman] Merge pull request #128 from sun-rui/SPARKR-165 c8507d8 [Sun Rui] [SPARKR-165] IS_SCALAR is not present in R before 3.1 2cff2bd [Sun Rui] Add function to invoke Java method. 7a31da1 [Shivaram Venkataraman] Merge branch 'dputler-master'. Closes #119 0ceba82 [Shivaram Venkataraman] Merge branch 'master' of https://github.com/dputler/SparkR-pkg into dputler-master 735f70c [Shivaram Venkataraman] Merge pull request #125 from 7c00/rawcon fccfe6c [Shivaram Venkataraman] Merge pull request #127 from sun-rui/SPARKR-164 387bd57 [Sun Rui] [SPARKR-164] Temporary files used by SparkR accumulat as time goes on. 5f2268f [Shivaram Venkataraman] Add support to stop backend 5f745c0 [Shivaram Venkataraman] Update notes in backend 22015c1 [Shivaram Venkataraman] Add first cut of SparkR Backend 52821da [Todd Gao] switch the order of packages and function deps d7b0007 [Todd Gao] remove memCompress cb6873e [Shivaram Venkataraman] Merge pull request #126 from sun-rui/SPARKR-147 c5962eb [Todd Gao] further optimize using rawConnection f04c6e0 [Sun Rui] [SPARKR-147] Support multiple directories as input to textFile. b7de604 [Todd Gao] optimize execFunctionDeps loading in worker.R 4d4fc30 [Shivaram Venkataraman] Merge pull request #122 from cafreeman/master b508877 [cafreeman] Update SparkR_IDE_Setup.sh 21ed9d7 [cafreeman] Update build.sbt f73ec16 [cafreeman] Delete SparkR_IDE_Setup_Guide.md d63b026 [cafreeman] Delete SparkR_Quick_Start_Guide.md 6e6cb62 [cafreeman] Update SparkR_IDE_Setup.sh bc6042b [cafreeman] Update build.sbt a8197d5 [cafreeman] Merge remote-tracking branch 'upstream/master' d671564 [Zongheng Yang] Merge pull request #123 from shivaram/jcheck-void 76b8d00 [Zongheng Yang] Merge pull request #124 from shivaram/master b690d58 [Shivaram Venkataraman] Specify how to change Spark versions in README 0fb003d [Shivaram Venkataraman] Merge branch 'master' of https://github.com/amplab-extras/SparkR-pkg into jcheck-void 1c227b4 [Shivaram Venkataraman] Also add a check in context.R 96812b6 [Shivaram Venkataraman] Check for exceptions after void method calls f5c216d [cafreeman] Merge remote-tracking branch 'upstream/master' 90c8933 [Zongheng Yang] Merge pull request #121 from shivaram/fix-sort-order bd0e3b4 [Shivaram Venkataraman] Fix saveAsTextFile test case 2e55f67 [Shivaram Venkataraman] Merge branch 'master' of https://github.com/amplab-extras/SparkR-pkg into fix-sort-order f10c607 [Shivaram Venkataraman] Merge pull request #118 from sun-rui/saveAsTextFile 6c9bfc0 [Sun Rui] Merge remote-tracking branch 'SparkR_upstream/master' into saveAsTextFile 6faedbe [cafreeman] Update SparkR_IDE_Setup_Guide.md 57008bc [cafreeman] Update SparkR_IDE_Setup.sh bb1c17d [cafreeman] Update SparkR_IDE_Setup.sh 538bfdb [cafreeman] Update SparkR_Quick_Start_Guide.md 31322c6 [cafreeman] Update SparkR_IDE_Setup.sh ca3f593 [Sun Rui] Refactor RRDD code. df58d95 [cafreeman] Update SparkR_Quick_Start_Guide.md b488c88 [cafreeman] Rename Spark_IDE_Setup.sh to SparkR_IDE_Setup.sh b2545a4 [cafreeman] Added IDE Setup Guide 0ffb5de [cafreeman] Merge branch 'master' of https://github.com/cafreeman/SparkR-pkg bd8fbfb [cafreeman] Merge remote-tracking branch 'upstream/master' 98efa5b [cafreeman] Added Quick Start Guide 3cf88f2 [Shivaram Venkataraman] Sort lists before comparing in unit tests Since Spark doesn't guarantee that shuffle results will always be in the same order, we need to sort the results before comparing for deterministic behavior d621dbc [Shivaram Venkataraman] Merge pull request #120 from sun-rui/objectFile c4a44d7 [Sun Rui] Add @seealso in comments and extract some common code into a function. 724e3a4 [cafreeman] Update Spark_IDE_Setup.sh 8153e5a [Sun Rui] [SPARKR-146] Support read/save object files in SparkR. 17f9909 [cafreeman] Update Spark_IDE_Setup.sh a9eb080 [cafreeman] IDE Shell Script 64d800c [dputler] Merge remote branch 'upstream/master' 1fbdb2e [dputler] Added the ability for the user to specify a text file location throught the use of tilde expansion or just the file name if it is in the working directory. d83c017 [Shivaram Venkataraman] Merge pull request #113 from sun-rui/stringHashCodeInC a7d9cdb [Sun Rui] Fix build on Windows. 7d81b05 [Shivaram Venkataraman] Merge pull request #114 from hlin09/hlin09 47c4bb7 [hlin09] fix reviews a457f7f [Shivaram Venkataraman] Merge pull request #116 from dputler/master 0fa48d1 [Shivaram Venkataraman] Merge pull request #117 from sun-rui/keyBy 85cfeb4 [Sun Rui] [SPARKR-144] Implement saveAsTextFile() in the RDD class. 09083d9 [Sun Rui] Add keyBy() to the RDD class. caad5d7 [dputler] Adding the script to install software on the Cloudera Quick Start VM. dca3d05 [hlin09] Minor fix. ece5f7d [hlin09] Merge remote-tracking branch 'upstream/master' into hlin09 a40874b [hlin09] Use extendible accumulators aggregate the cogroup values. d0347ce [Zongheng Yang] Merge pull request #112 from sun-rui/outer_join 492f76e [Sun Rui] Refine code and add description. ba01358 [Shivaram Venkataraman] Merge pull request #115 from sun-rui/SPARKR-130 5c8e46e [Sun Rui] Fix per the review comments. 7190a2c [Sun Rui] Update comment to add a reference to storage levels. 1da705e [hlin09] Fix the review comments. c4b77be [Sun Rui] [SPARKR-130] Add persist(storageLevel) API to RDD. b424a1a [hlin09] Add function cogroup(). 9770312 [Shivaram Venkataraman] Merge pull request #111 from hlin09/hlin09 cead7df [hlin09] fix review comments. 54f712e [Sun Rui] Implement string hash code in C. 425f0c6 [Sun Rui] Add leftOuterJoin() and rightOuterJoin() to the RDD class. 39509c7 [hlin09] add Rd file for foreach and foreachPartition. 63d6ac7 [hlin09] Adds function foreach() and foreachPartition(). 9c954df [Zongheng Yang] Merge pull request #105 from sun-rui/join c71228d [Sun Rui] Pre-allocate list with fixed length. Add test case for join() using string key. bc3e9f6 [Shivaram Venkataraman] Merge pull request #108 from concretevitamin/take-optimize c06fc90 [Zongheng Yang] Fix: only optimize for unserialized dataset case. d399aeb [Zongheng Yang] Apply size-capping on logical representation instead of physical. e4217dd [Zongheng Yang] Merge pull request #107 from shivaram/master 7952180 [Shivaram Venkataraman] Copy, use getLocalDirs from Spark Utils.scala 08e24c3 [Zongheng Yang] Merge pull request #109 from hlin09/hlin09 97d4e02 [Zongheng Yang] Min() upper-bound size with actual size. bb779bf [hlin09] Rename the filter function to filterRDD to follow the API consistency. Filter() is also kept. ce1661f [Zongheng Yang] Fix slow take(): deserialize only up to necessary # of elements. 4dca9b1 [Shivaram Venkataraman] Merge pull request #106 from hlin09/hlin09 1220d92 [hlin09] Adds function numPartitions(). 2326a65 [Shivaram Venkataraman] Use SPARK_LOCAL_DIRS to create tmp files e119757 [hlin09] Minor fix. 9c24c8b [hlin09] Adds function countByKey(). 48fce67 [hlin09] Adds countByValue(). 6679eef [Sun Rui] Update documentation for join(). 70586b4 [Sun Rui] Add join() to the RDD class. e6fb999 [Zongheng Yang] Merge pull request #103 from shivaram/rlibdir-fix a21f146 [Shivaram Venkataraman] Merge pull request #102 from hlin09/hlin09 32eb619 [Shivaram Venkataraman] Merge pull request #104 from sun-rui/add_keys_values d8692e9 [Sun Rui] Add keys() and values() for the RDD class. 18b9be1 [Shivaram Venkataraman] Allow users to set where SparkR is installed This also adds a warning if somebody tries to call sparkR.init multiple times. a17f135 [hlin09] Adds tests for flatMap and flatMapValues. 4bcf59b [hlin09] Adds function flatMapValues. 4a193ef [Zongheng Yang] Merge pull request #101 from ashutoshraina/master 60d22f2 [Ashutosh Raina] changed sbt version 5400793 [Zongheng Yang] Merge pull request #98 from shivaram/windows-fixes-build 36d61a7 [Shivaram Venkataraman] Merge pull request #97 from hlin09/hlin09 f7d7d89 [hlin09] Remove redundant code in test. 6bbe823 [hlin09] minor style fix. 9b47f3a [Shivaram Venkataraman] Merge pull request #100 from hnahak87/patch-1 7f6e4ea [Harihar Nahak] Update logistic_regression.R a605047 [Shivaram Venkataraman] Merge pull request #99 from hlin09/makefile 323151d [hlin09] Fix yar flag in Makefile to remove build error in Maven. 8911897 [hlin09] Make reserialize() private function in package. 79aee73 [Shivaram Venkataraman] Add notes on how to build SparkR on windows 49a99e7 [Shivaram Venkataraman] Clean up some commented code ddc271b [Shivaram Venkataraman] Only append file:/// to non empty jar paths a53952e [Shivaram Venkataraman] Add windows build scripts 325b179 [hlin09] Merge remote-tracking branch 'upstream/master' into hlin09 daf5040 [hlin09] Add reserialize() before union if two RDDs are not both serialized. 536afb1 [hlin09] Add new function of union(). 7044677 [Shivaram Venkataraman] Merge branch 'master' of https://github.com/amplab-extras/SparkR-pkg into windows-fixes d22a02d [Zongheng Yang] Merge pull request #94 from shivaram/windows-fixes-stdin 51924f7 [Shivaram Venkataraman] Merge pull request #90 from oscaroboto/master eb97d85 [Shivaram Venkataraman] Merge pull request #96 from sun-rui/add_clarification_readme 5a128f4 [Sun Rui] Add clarification on setting Spark master when launching the SparkR shell. 187526a [oscaroboto] Update sparkR.R 32c567b [Shivaram Venkataraman] Merge pull request #95 from concretevitamin/master 4cd2d5e [Zongheng Yang] Notes about spark-ec2. 1c28e3b [Shivaram Venkataraman] Merge branch 'master' of https://github.com/amplab-extras/SparkR-pkg into windows-fixes 8e8a029 [Zongheng Yang] Merge pull request #92 from shivaram/sparkr-yarn 721043b [Zongheng Yang] Update README.md with YARN instructions. 1681f58 [Shivaram Venkataraman] Use temporary files for input instead of stdin This fixes a bug for Windows where stdin would get truncated b084314 [oscaroboto] removed ... from example 44c93d4 [oscaroboto] Added example to SparkR.R be82dcc [Shivaram Venkataraman] Merge pull request #93 from hlin09/hlin09 868554d [oscaroboto] Update sparkR.R 488ac47 [hlin09] Add generated Rd file of previous added functions, distinct() and mapValues(). b2740ad [hlin09] Add test for filter all elements. Add filter() as alias. 08d3631 [hlin09] Minor style fixes. 2c0e34f [hlin09] Adds function Filter(), which extracts the elements that satisfy a predicate. 5951d3b [Shivaram Venkataraman] Remove SBT plugin 4e70ced [oscaroboto] changed ExecutorEnv to sparkExecutorEnvMap, to make it consistent with sparkEnvirMap 903d18a [oscaroboto] changed executorEnv to sparkExecutorEnvMap, will do the same in R f97346e [oscaroboto] executorEnv to lower-case e 88a524e [oscaroboto] Added LD_LIBRARY_PATH to the ExecutorEnv. This is need so that the nodes can find libjvm.so, or if the master has a different LD_LIBRARY_PATH then the nodes. Make sure to export LD_LIBRARY_PATH that includes the path to libjvm.so in the nodes. 1d208ae [oscaroboto] added the YARN_CONF_DIR to the classpath 8a9b75c [oscaroboto] forgot to change hm and ee inside the for loops 579db58 [Shivaram Venkataraman] Merge pull request #91 from sun-rui/add_max_min 4381efa [Sun Rui] use reduce() to implemement max() and min(). a5459c5 [Shivaram Venkataraman] Consolidate yarn flags 86b04eb [Shivaram Venkataraman] Don't use quotes around yarn bf0797f [Shivaram Venkataraman] Add dependency on spark yarn module af5fe77 [Shivaram Venkataraman] Fix SBT build, add dependency tree plugin 4917607 [Sun Rui] Add maximum() and minimum() API to RDD. 51bbbe4 [Shivaram Venkataraman] Changes to make SparkR work with YARN 9d5e3ab [oscaroboto] a few stylistic changes. Also change vars to sparkEnvirMap and eevars to ExecutorEnv, to match sparkR.R 578f545 [oscaroboto] a few stylistic changes 39eea2f [oscaroboto] Modification to dynamically create a sparkContext with YARN. Added .setExecutorEnv to the sparkConf in createSparkContext within the RRDD object. This modification was made together with sparkR.R 17ec42e [oscaroboto] A modification to dynamically create a sparkContext with YARN. sparkR.R modified to pass custom Jar file names and EnvironmentEnv to the sparkConf. RRDD.scala was also modified to accept the new inputs to creatSparkContext. 624ac9d [Shivaram Venkataraman] Merge pull request #87 from sun-rui/SPARKR-125 4f213db [Shivaram Venkataraman] Merge pull request #89 from sun-rui/SPARKR-108 eb833c5 [Shivaram Venkataraman] Merge pull request #88 from hlin09/hlin09 07bf971 [Sun Rui] [SPARKR-108] Implement map-side reduction for reduceByKey(). 4accba1 [hlin09] Fixes style and adds an optional param 'numPartition' in distinct(). 80d303a [hlin09] typo fixed. e37a9b5 [hlin09] Adds function distinct() and mapValues(). 08dac06 [Sun Rui] [SPARKR-125] Get the iterator of the parent RDD before launching a R worker process in compute() of RRDD/PairwiseRRDD c4ba53c [Shivaram Venkataraman] Merge pull request #85 from edwardt/master 72a9d27 [root] reorder to keep relative ordering the same f3fcb10 [root] fix up build.sbt also to match pom.xml 5ecbe3e [root] Make spark verison configurable in build script per ISSUE122 a44e63d [Shivaram Venkataraman] Merge pull request #84 from sun-rui/SPARKR-94 fbb5663 [Sun Rui] Add {} to one-line functions and add a test case for lookup where no match is found. 95beb4e [Shivaram Venkataraman] Merge pull request #82 from edwardt/master 36776c5 [edwardt] missed one 0.9.0 revert b26deec [Sun Rui] [SPARKR-94] Add a method to get an element of a pair RDD object by key. 1ba256e [edwardt] Keep 0.9.0 and says uses 1.1.0 by default 5380c43 [root] missed one version 21f74da [root] upgrade to spark version 1.1.0 to match lastest merge list ddfcde9 [root] merge 67d067a [Shivaram Venkataraman] Merge pull request #81 from sun-rui/SparkR-117 993868f [Sun Rui] [SPARKR-117] Update Spark dependency to 1.1.0 d20661a [Zongheng Yang] Merge pull request #80 from sun-rui/master 0b2da9f [Sun Rui] Update Rd file and add a test case for mapPartitions. 5879648 [Sun Rui] Add mapPartitions() method to RDD for API consistency. c033461 [Shivaram Venkataraman] Merge pull request #79 from sun-rui/fix-kmeans f62b77e [Sun Rui] Adjust coding style. b40911d [Sun Rui] Fix syntax error in examples/kmeans.R. 5304451 [Shivaram Venkataraman] Merge pull request #78 from sun-rui/master 70ffbfb [Sun Rui] Fix a bug that modifications to build.sbt won't trigger rebuilding. a25696c [Shivaram Venkataraman] Merge pull request #76 from edwardt/addjira b8bbd93 [edwardt] Update README.md 615d930 [edwardt] Update README.md e522e69 [edwardt] Update README.md 03e6ced [edwardt] Update README.md 3007015 [root] don't check in gedit buffer file' c35c9a6 [root] Add where to enter bugs ad feeback 469eae3 [edwardt] Update README.md 61b4a43 [edwardt] Update Makefile (style uniformity) ce3337d [edwardt] Update README.md 7ff68fc [root] Merge branch 'master' of https://github.com/edwardt/SparkR-pkg 16353f5 [root] add links to devtools and install_github 513b9e5 [Shivaram Venkataraman] Merge pull request #72 from edwardt/master 31608a4 [edwardt] Update Makefile (style uniformity) 4ffe146 [root] Makefile: factor out SPARKR_VERSION to reduce potential copy&paste error; cp & rm called with -f in build/clean phase; .gitignore includes checkpoints and unit test log generated by run-tests.sh 715275f [Zongheng Yang] Merge pull request #68 from shivaram/master 90e2083 [Shivaram Venkataraman] Add return type to hasNext 8eb983d [Shivaram Venkataraman] Fix up comment 2206164 [Shivaram Venkataraman] Delete temporary files after they are read This change deletes temporary files used for communication between Rscript and the JVM once they have been completely read. 5881da7 [Zongheng Yang] Merge pull request #67 from shivaram/improve-shuffle 81251e2 [Shivaram Venkataraman] Address code review comments a5f573f [Shivaram Venkataraman] Use a better list append in shuffles This is helpful in scenarios where we have a large number of values in a bucket 388e64d [Shivaram Venkataraman] Merge pull request #55 from RevolutionAnalytics/master e1f95b6 [Zongheng Yang] Merge pull request #65 from concretevitamin/parallelize-fix fc1a71a [Zongheng Yang] Fix that collect(parallelize(sc,1:72,15)) drops elements. b8204c5 [Zongheng Yang] Minor: update a URL in README. 86f30c3 [Antonio Piccolboni] better fix for amplab-extras/SparkR-pkg#53 b3c318d [Antonio Piccolboni] delayed loading to have all namespaces available. f323e97 [Antonio Piccolboni] tentative fix for amplab-extras/SparkR-pkg#53 6f82269 [Zongheng Yang] Merge pull request #48 from shivaram/master 8f433e5 [Shivaram Venkataraman] Move up Hadoop in pom.xml and add back protobufs As Hadoop 1.0.4 doesn't use protobufs, we can't exclude protobufs from Spark always. This change tries to order the dependencies so that the shader first picks up Hadoop's protobufs over Mesos. bfe7e26 [Shivaram Venkataraman] Merge pull request #36 from RevolutionAnalytics/vectorize-examples 059ae41 [Antonio Piccolboni] and more formatting 9dbd531 [Antonio Piccolboni] more formatting per committer request 948738a [Antonio Piccolboni] converted tabs to spaces per project request 49f5f5a [Shivaram Venkataraman] Merge pull request #35 from shivaram/master 3eb5ad3 [Shivaram Venkataraman] on_failure -> after_failure in travis.yml 139bdee [Shivaram Venkataraman] Cache sbt, maven, ivy dependencies 4ebced2 [Shivaram Venkataraman] Merge pull request #34 from shivaram/master 8437061 [Shivaram Venkataraman] Exclude protobuf from Spark dependency in Maven This avoids pulling in multiple versions of protobuf from Mesos and Hadoop. 91aa527 [Antonio Piccolboni] vectorized version, 36s 10 slices 10^6 per slice. The older version takes 30 sec on 1/10th of data. f137a57 [Antonio Piccolboni] for rstudio users 1f7ffb0 [Antonio Piccolboni] implemented using matrices and vectorized calls wherever possible 46b23df [Antonio Piccolboni] replace require with library b15d7db [Antonio Piccolboni] faster parsing 8b7aeb3 [Antonio Piccolboni] 22x speed improvement, 3X mem impovement c5bce07 [Zongheng Yang] Merge pull request #30 from shivaram/string-tests 21fa2d8 [Shivaram Venkataraman] Fix bug where serialized was not changed for RRRD Reason: When an RRDD is created in getJRDD we have converted any possibly unserialized RDD to a serialized RDD. 9d1ea20 [Shivaram Venkataraman] Merge branch 'master' of github.com:amplab/SparkR-pkg into string-tests 7b9348c [Shivaram Venkataraman] Add tests for partition with string keys Add two tests one with a string array and one from a textFile to test both codepaths aacd726 [Shivaram Venkataraman] Update README with maven proxy instructions 803e62c [Shivaram Venkataraman] Merge pull request #28 from concretevitamin/master 7c093e6 [Zongheng Yang] Use inherits() to test an object's class. 061c591 [Shivaram Venkataraman] Merge pull request #26 from hafen/master 90f9fda [Ryan Hafen] Fix isRdd() to properly check for class 5b10cc7 [Zongheng Yang] Merge pull request #24 from shivaram/master 7014f83 [Shivaram Venkataraman] Remove unused transformers in maven's pom.xml b00cea5 [Shivaram Venkataraman] Add support for a Maven build 11ec9b2 [Shivaram Venkataraman] Merge pull request #12 from concretevitamin/pipelined 6b18a90 [Zongheng Yang] Merge branch 'master' into pipelined 57127b8 [Zongheng Yang] Merge pull request #23 from shivaram/master 1ac3940 [Zongheng Yang] Review feedback. a06fb34 [Zongheng Yang] Remove outdated comment. 0a1fc13 [Shivaram Venkataraman] Fixes for using SparkR with Hadoop2. 1. Exclude ASM, Netty from Hadoop similar to Spark. 2. Concat services files to ensure HDFS filesystems work. 3. Update README with an example 9a1db44 [Zongheng Yang] Merge pull request #22 from shivaram/master e462448 [Shivaram Venkataraman] Use `$` for calling `put` instead of .jrcall ed4559a [Shivaram Venkataraman] Add support for passing Spark environment vars This change creates a new `createSparkContext` method in RRDD as we can't pass Map<String, String> through rJava. Also use SPARK_MEM in local mode to increase heap size and update the README with some examples. 10228fb [Shivaram Venkataraman] Merge pull request #20 from concretevitamin/digit-ex 1398d9f [Zongheng Yang] Add linear_solver_mnist to examples/. d484c2a [Zongheng Yang] Add tests for actions on PipelinedRDD. d9cb95c [Zongheng Yang] Add setCheckpointDir() to context.R; comment fix. f8bc8a9 [Zongheng Yang] Minor edits per Shivaram's comments. 8cd67f7 [Shivaram Venkataraman] Merge pull request #15 from shivaram/master d4468a9 [Shivaram Venkataraman] Remove trailing comma e2714b8 [Shivaram Venkataraman] Remove Apache Staging repo and update README 334eace [Zongheng Yang] Add a multi-transformation test to benchmark on pipelining. 5650ad7 [Zongheng Yang] Put serialized field inside env for both RDD and PipelinedRDD. 0b9e8bb [Zongheng Yang] First cut at PipelinedRDD. a4c431e [Zongheng Yang] Add `isCheckpointed` field and checkpoint(). dac0795 [Zongheng Yang] Minor inline comment style fix. bfb8e26 [Zongheng Yang] Add isCached field (inside an env) and unpersist(). 295bff6 [Zongheng Yang] Merge pull request #11 from shivaram/master 4cb209c [Shivaram Venkataraman] Search rLibDir in worker before libPaths This ensures we pick up the SparkR intended and not an older version installed on the same machine ef198ff [Zongheng Yang] Merge pull request #10 from shivaram/unit-tests e0557a8 [Shivaram Venkataraman] Update travis to install plyr 8b18bc1 [Shivaram Venkataraman] Merge branch 'master' of github.com:amplab/SparkR-pkg into unit-tests 4a9ca31 [Shivaram Venkataraman] Use smaller broadcast and plyr instead of Matrix Matrix package takes around 2s to load and slows down unit tests. 21c6a61 [Zongheng Yang] Merge pull request #8 from shivaram/master 08c2947 [Shivaram Venkataraman] Move dev install directory to front of libPaths bda42ee [Shivaram Venkataraman] Merge pull request #7 from JoshRosen/travis cc5f5c0 [Josh Rosen] Add Travis CI integration (using craigcitro/r-travis) b6c864b [Shivaram Venkataraman] Merge pull request #6 from concretevitamin/env-style-fix 4fcef22 [Zongheng Yang] Use one style ($) for accessing names in environments. 8a948c6 [Shivaram Venkataraman] Merge pull request #4 from shivaram/master 24978eb [Shivaram Venkataraman] Update README to use install_github 8899db4 [Shivaram Venkataraman] Update TODO.md 91792de [Shivaram Venkataraman] Update Spark requirements f34f4bf [Shivaram Venkataraman] Check tests for failures and output error msg cd750d3 [Shivaram Venkataraman] Update run-tests to use new path 1877b7c [Shivaram Venkataraman] Unset R_TESTS to make tests work with R CMD check Also silence Akka remoting logs and update Makefile to build on log4j changes e60e18a [Shivaram Venkataraman] Update README to remove Spark installation notes 4450189 [Shivaram Venkataraman] Add Spark 0.9 dependency from Apache Staging Also clean up assembly jar from inst on make clean 5eb2131 [Shivaram Venkataraman] Update repo path in README ec8210e [Shivaram Venkataraman] Remove broadcastId hack as it is public in Spark 9f0e080 [Shivaram Venkataraman] Merge branch 'install-github' 5c88fbd [Shivaram Venkataraman] Add helper script to run tests 77450a1 [Shivaram Venkataraman] Remove dependency on Spark Logging 6cb00d1 [Shivaram Venkataraman] Update README and add helper script install-dev.sh 28346ca [Shivaram Venkataraman] Only normalize if SPARK_HOME is not empty 0fd6571 [Shivaram Venkataraman] Normalize SPARK_HOME before passing it ff96d5c [Shivaram Venkataraman] Pass in SPARK_HOME and jar file path 34c4dce [Shivaram Venkataraman] Move src into pkg and update Makefile This enables the package to be installed using install_github using devtools and automates the build procedure. b25afed [Shivaram Venkataraman] Change package name to edu.berkeley.cs.amplab c691464 [Shivaram Venkataraman] Add Apache 2.0 License file 27a4a4b [Shivaram Venkataraman] Add notes on how to compile roxygen2 docs ca63844 [Shivaram Venkataraman] Add broadcast documentation Also generate documentation for sample, takeSample etc. e4dd976 [Shivaram Venkataraman] Update TODO.md e42d435 [Shivaram Venkataraman] Add support for broadcast variables 6b638e7 [Shivaram Venkataraman] Add the assembly jar to SparkContext bf24e32 [Shivaram Venkataraman] Merge branch 'master' of github.com:amplab/SparkR-pkg 43c05ce [Zongheng Yang] Fix a flaky/incorrect test for sampleRDD(). c6a9dfc [Zongheng Yang] Initial port of the kmeans example. 6885581 [Zongheng Yang] Implement element-level sampleRDD() and takeSample() with tests. d3a4987 [Zongheng Yang] Add a test for lapplyPartitionsWithIndex on pairwise RDD. c7899c1 [Zongheng Yang] Add lapplyPartitionsWithIndex, with a test and an alias function. a9a7436 [Shivaram Venkataraman] Add DFC example from Tselil, Benjamin and Jonah fbc5a95 [Zongheng Yang] Implement take() and takeSample(). c4a3409 [Shivaram Venkataraman] Use RDD instead of RRDD dfad3f5 [Zongheng Yang] Add test_utils.R: a unit test for convertJListToRList(). a45227d [Zongheng Yang] Update .gitignore. 238fe6e [Zongheng Yang] Add a unit test for textFile(). a88898b [Zongheng Yang] Rename test_rrd to test_rrdd 10c8baa [Shivaram Venkataraman] Make SparkR work as a standalone package. Changes include: 1. Adding a new `sbt` project that builds RRDD.scala 2. Change the onLoad functions to load the assembly jar for SparkR 3. Set rLibDir in RRDD.scala and worker.R to load things correctly 78adcd8 [Shivaram Venkataraman] Add a gitignore ca6108f [Shivaram Venkataraman] Merge branch 'SparkR-scalacode' of ../SparkR 999bd61 [Shivaram Venkataraman] Update collectPartition in R and use ClassTag c58f63e [Shivaram Venkataraman] Update collectPartition in R and use ClassTag 48265fd [Shivaram Venkataraman] Use new version of collectPartitions in take d4fe086 [Shivaram Venkataraman] Move collectPartitions to JavaRDDLike Also remove numPartitions in JavaRDD and update R code bfecd7b [Shivaram Venkataraman] Scala 2.10 changes 1. Update sparkR script 2. Use classTag instead of classManifest 092a4b3 [Shivaram Venkataraman] Add combineByKey, update TODO ac0d81d [Shivaram Venkataraman] Add more documentation d1dc3fa [Shivaram Venkataraman] Add more documentation c515e3a [Shivaram Venkataraman] Update TODO db56a34 [Shivaram Venkataraman] Add a test case for include package 41cea51 [Shivaram Venkataraman] Ensure all parent environments are serialized. Also add a test case with an inline function a978e84 [Shivaram Venkataraman] Add support to include packages in the worker 12bf8ce [Shivaram Venkataraman] Add support to include packages in the worker fb7e72c [Shivaram Venkataraman] Cleanup TODO 16ac314 [Shivaram Venkataraman] Add documentation for functions in context, sparkR 85b1d25 [Shivaram Venkataraman] Set license to Apache 88f1101 [Shivaram Venkataraman] Add unit test running instructions c40768e [Shivaram Venkataraman] Update TODO 0c7efbf [Shivaram Venkataraman] Refactor RRDD.scala and add comments to functions 5880d42 [Shivaram Venkataraman] Refactor RRDD.scala and add comments to functions 2dee36c [Shivaram Venkataraman] Remove empty test file a82219b [Shivaram Venkataraman] Update TODOs 5db00dc [Shivaram Venkataraman] Add reduceByKey, groupByKey and refactor shuffle Other ch…

…ontext This PR follow up PR apache#3907 & apache#3891 & apache#4356. According to marmbrus liancheng 's comments, I try to use fs.globStatus to retrieve all FileStatus objects under path(s), and then do the filtering locally. [1]. get pathPattern by path, and put it into pathPatternSet. (hdfs://cluster/user/demo/2016/08/12 -> hdfs://cluster/user/demo/*/*/*) [2]. retrieve all FileStatus objects ,and cache them by undating existPathSet. [3]. do the filtering locally [4]. if we have new pathPattern,do 1,2 step again. (external table maybe have more than one partition pathPattern) chenghao-intel jeanlyn Author: lazymam500 <[email protected]> Author: lazyman <[email protected]> Closes apache#5059 from lazyman500/SPARK-5068 and squashes the following commits: 5bfcbfd [lazyman] move spark.sql.hive.verifyPartitionPath to SQLConf,fix scala style e1d6386 [lazymam500] fix scala style f23133f [lazymam500] bug fix 47e0023 [lazymam500] fix scala style,add config flag,break the chaining 04c443c [lazyman] SPARK-5068: fix bug when partition path doesn't exists #2 41f60ce [lazymam500] Merge pull request #1 from apache/master

… TRANSACTIONS" and "SHOW COMPACTIONS" [SHOW PRINCIPALS role_name] Lists all roles and users who belong to this role. Only the admin role has privilege for this. [SHOW COMPACTIONS] It returns a list of all tables and partitions currently being compacted or scheduled for compaction when Hive transactions are being used. [SHOW TRANSACTIONS] It is for use by administrators when Hive transactions are being used. It returns a list of all currently open and aborted transactions in the system. Author: DoingDone9 <[email protected]> Author: Zhongshuai Pei <[email protected]> Author: Xu Tingjun <[email protected]> Closes apache#4902 from DoingDone9/SHOW_PRINCIPALS and squashes the following commits: 4add42f [Zhongshuai Pei] for test 311f806 [Zhongshuai Pei] for test 0c7550a [DoingDone9] Update HiveQl.scala c8aeb1c [Xu Tingjun] aa 802261c [DoingDone9] Merge pull request apache#7 from apache/master d00303b [DoingDone9] Merge pull request apache#6 from apache/master 98b134f [DoingDone9] Merge pull request apache#5 from apache/master 161cae3 [DoingDone9] Merge pull request apache#4 from apache/master c87e8b6 [DoingDone9] Merge pull request #3 from apache/master cb1852d [DoingDone9] Merge pull request #2 from apache/master c3f046f [DoingDone9] Merge pull request #1 from apache/master

SQL ``` select key from (select key from src limit 100) t2 limit 10 ``` Optimized Logical Plan before modifying ``` == Optimized Logical Plan == Limit 10 Limit 100 Project key#3 MetastoreRelation default, src, None ``` Optimized Logical Plan after modifying ``` == Optimized Logical Plan == Limit 10 Project [key#1] MetastoreRelation default, src, None ``` Author: Zhongshuai Pei <[email protected]> Author: DoingDone9 <[email protected]> Closes apache#5770 from DoingDone9/limitOptimizer and squashes the following commits: c68eaa7 [Zhongshuai Pei] Update CombiningLimitsSuite.scala 97e18cf [Zhongshuai Pei] Update Optimizer.scala 19ab875 [Zhongshuai Pei] Update CombiningLimitsSuite.scala 7db4566 [Zhongshuai Pei] Update CombiningLimitsSuite.scala e2a491d [Zhongshuai Pei] Update Optimizer.scala f03fe7f [Zhongshuai Pei] Merge pull request apache#12 from apache/master f12fa50 [Zhongshuai Pei] Merge pull request apache#10 from apache/master f61210c [Zhongshuai Pei] Merge pull request apache#9 from apache/master 34b1a9a [Zhongshuai Pei] Merge pull request apache#8 from apache/master 802261c [DoingDone9] Merge pull request apache#7 from apache/master d00303b [DoingDone9] Merge pull request apache#6 from apache/master 98b134f [DoingDone9] Merge pull request apache#5 from apache/master 161cae3 [DoingDone9] Merge pull request apache#4 from apache/master c87e8b6 [DoingDone9] Merge pull request #3 from apache/master cb1852d [DoingDone9] Merge pull request #2 from apache/master c3f046f [DoingDone9] Merge pull request #1 from apache/master

See PDF attached to the JIRA issue 1406. The contribution is my original work and I license the work to the project under the project's open source license. Author: Vincenzo Selvaggio <[email protected]> Author: Xiangrui Meng <[email protected]> Author: selvinsource <[email protected]> Closes apache#3062 from selvinsource/mllib_pmml_model_export_SPARK-1406 and squashes the following commits: 852aac6 [Vincenzo Selvaggio] [SPARK-1406] Update JPMML version to 1.1.15 in LICENSE file 085cf42 [Vincenzo Selvaggio] [SPARK-1406] Added Double Min and Max Fixed scala style 30165c4 [Vincenzo Selvaggio] [SPARK-1406] Fixed extreme cases for logit 7a5e0ec [Vincenzo Selvaggio] [SPARK-1406] Binary classification for SVM and Logistic Regression cfcb596 [Vincenzo Selvaggio] [SPARK-1406] Throw IllegalArgumentException when exporting a multinomial logistic regression 25dce33 [Vincenzo Selvaggio] [SPARK-1406] Update code to latest pmml model dea98ca [Vincenzo Selvaggio] [SPARK-1406] Exclude transitive dependency for pmml model 66b7c12 [Vincenzo Selvaggio] [SPARK-1406] Updated pmml model lib to 1.1.15, latest Java 6 compatible a0a55f7 [Vincenzo Selvaggio] Merge pull request #2 from mengxr/SPARK-1406 3c22f79 [Xiangrui Meng] more code style e2313df [Vincenzo Selvaggio] Merge pull request #1 from mengxr/SPARK-1406 472d757 [Xiangrui Meng] fix code style 1676e15 [Vincenzo Selvaggio] fixed scala issue e2ffae8 [Vincenzo Selvaggio] fixed scala style b8823b0 [Vincenzo Selvaggio] Merge remote-tracking branch 'upstream/master' into mllib_pmml_model_export_SPARK-1406 b25bbf7 [Vincenzo Selvaggio] [SPARK-1406] Added export of pmml to distributed file system using the spark context 7a949d0 [Vincenzo Selvaggio] [SPARK-1406] Fixed scala style f46c75c [Vincenzo Selvaggio] [SPARK-1406] Added PMMLExportable to supported models 7b33b4e [Vincenzo Selvaggio] [SPARK-1406] Added a PMMLExportable interface Restructured code in a new package mllib.pmml Supported models implements the new PMMLExportable interface: LogisticRegression, SVM, KMeansModel, LinearRegression, RidgeRegression, Lasso d559ec5 [Vincenzo Selvaggio] Merge remote-tracking branch 'upstream/master' into mllib_pmml_model_export_SPARK-1406 8fe12bb [Vincenzo Selvaggio] [SPARK-1406] Adjusted logistic regression export description and target categories 03bc3a5 [Vincenzo Selvaggio] added logistic regression da2ec11 [Vincenzo Selvaggio] [SPARK-1406] added linear SVM PMML export 82f2131 [Vincenzo Selvaggio] Merge remote-tracking branch 'upstream/master' into mllib_pmml_model_export_SPARK-1406 19adf29 [Vincenzo Selvaggio] [SPARK-1406] Fixed scala style 1faf985 [Vincenzo Selvaggio] [SPARK-1406] Added target field to the regression model for completeness Adjusted unit test to deal with this change 3ae8ae5 [Vincenzo Selvaggio] [SPARK-1406] Adjusted imported order according to the guidelines c67ce81 [Vincenzo Selvaggio] Merge remote-tracking branch 'upstream/master' into mllib_pmml_model_export_SPARK-1406 78515ec [Vincenzo Selvaggio] [SPARK-1406] added pmml export for LinearRegressionModel, RidgeRegressionModel and LassoModel e29dfb9 [Vincenzo Selvaggio] removed version, by default is set to 4.2 (latest from jpmml) removed copyright ae8b993 [Vincenzo Selvaggio] updated some commented tests to use the new ModelExporter object reordered the imports df8a89e [Vincenzo Selvaggio] added pmml version to pmml model changed the copyright to spark a1b4dc3 [Vincenzo Selvaggio] updated imports 834ca44 [Vincenzo Selvaggio] reordered the import accordingly to the guidelines 349a76b [Vincenzo Selvaggio] new helper object to serialize the models to pmml format c3ef9b8 [Vincenzo Selvaggio] set it to private 6357b98 [Vincenzo Selvaggio] set it to private e1eb251 [Vincenzo Selvaggio] removed serialization part, this will be part of the ModelExporter helper object aba5ee1 [Vincenzo Selvaggio] fixed cluster export cd6c07c [Vincenzo Selvaggio] fixed scala style to run tests f75b988 [Vincenzo Selvaggio] Merge remote-tracking branch 'origin/master' into mllib_pmml_model_export_SPARK-1406 07a29bf [selvinsource] Update LICENSE 8841439 [Vincenzo Selvaggio] adjust scala style in order to compile 1433b11 [Vincenzo Selvaggio] complete suite tests 8e71b8d [Vincenzo Selvaggio] kmeans pmml export implementation 9bc494f [Vincenzo Selvaggio] added scala suite tests added saveLocalFile to ModelExport trait 226e184 [Vincenzo Selvaggio] added javadoc and export model type in case there is a need to support other types of export (not just PMML) a0e3679 [Vincenzo Selvaggio] export and pmml export traits kmeans test implementation

SQL ``` select key from (select key,value from t1 limit 100) t2 limit 10 ``` Optimized Logical Plan before modifying ``` == Optimized Logical Plan == Limit 10 Project key#228 Limit 100 MetastoreRelation default, t1, None ``` Optimized Logical Plan after modifying ``` == Optimized Logical Plan == Limit 10 Limit 100 Project key#228 MetastoreRelation default, t1, None ``` After this, we can combine limits Author: Zhongshuai Pei <[email protected]> Author: DoingDone9 <[email protected]> Closes apache#5797 from DoingDone9/ProjectLimit and squashes the following commits: 70d0fca [Zhongshuai Pei] Update FilterPushdownSuite.scala dc83ae9 [Zhongshuai Pei] Update FilterPushdownSuite.scala 485c61c [Zhongshuai Pei] Update Optimizer.scala f03fe7f [Zhongshuai Pei] Merge pull request apache#12 from apache/master f12fa50 [Zhongshuai Pei] Merge pull request apache#10 from apache/master f61210c [Zhongshuai Pei] Merge pull request apache#9 from apache/master 34b1a9a [Zhongshuai Pei] Merge pull request apache#8 from apache/master 802261c [DoingDone9] Merge pull request apache#7 from apache/master d00303b [DoingDone9] Merge pull request apache#6 from apache/master 98b134f [DoingDone9] Merge pull request apache#5 from apache/master 161cae3 [DoingDone9] Merge pull request apache#4 from apache/master c87e8b6 [DoingDone9] Merge pull request #3 from apache/master cb1852d [DoingDone9] Merge pull request #2 from apache/master c3f046f [DoingDone9] Merge pull request #1 from apache/master

JIRA: https://issues.apache.org/jira/browse/SPARK-5563 The PR contains the implementation for [Online LDA] (https://www.cs.princeton.edu/~blei/papers/HoffmanBleiBach2010b.pdf) based on the research of Matt Hoffman and David M. Blei, which provides an efficient option for LDA users. Major advantages for the algorithm are the stream compatibility and economic time/memory consumption due to the corpus split. For more details, please refer to the jira. Online LDA can act as a fast option for LDA, and will be especially helpful for the users who needs a quick result or with large corpus. Correctness test. I have tested current PR with https://github.com/Blei-Lab/onlineldavb and the results are identical. I've uploaded the result and code to https://github.com/hhbyyh/LDACrossValidation. Author: Yuhao Yang <[email protected]> Author: Joseph K. Bradley <[email protected]> Closes apache#4419 from hhbyyh/ldaonline and squashes the following commits: 1045eec [Yuhao Yang] Merge pull request #2 from jkbradley/hhbyyh-ldaonline2 cf376ff [Joseph K. Bradley] For private vars needed for testing, I made them private and added accessors. Java doesn’t understand package-private tags, so this minimizes the issues Java users might encounter. 6149ca6 [Yuhao Yang] fix for setOptimizer cf0007d [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline 54cf8da [Yuhao Yang] some style change 68c2318 [Yuhao Yang] add a java ut 4041723 [Yuhao Yang] add ut 138bfed [Yuhao Yang] Merge pull request #1 from jkbradley/hhbyyh-ldaonline-update 9e910d9 [Joseph K. Bradley] small fix 61d60df [Joseph K. Bradley] Minor cleanups: * Update *Concentration parameter documentation * EM Optimizer: createVertices() does not need to be a function * OnlineLDAOptimizer: typos in doc * Clean up the core code for online LDA (Scala style) a996a82 [Yuhao Yang] respond to comments b1178cf [Yuhao Yang] fit into the optimizer framework dbe3cff [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline 15be071 [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline b29193b [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline d19ef55 [Yuhao Yang] change OnlineLDA to class 97b9e1a [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline e7bf3b0 [Yuhao Yang] move to seperate file f367cc9 [Yuhao Yang] change to optimization 8cb16a6 [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline 62405cc [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline 02d0373 [Yuhao Yang] fix style in comment f6d47ca [Yuhao Yang] Merge branch 'ldaonline' of https://github.com/hhbyyh/spark into ldaonline d86cdec [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline a570c9a [Yuhao Yang] use sample to pick up batch 4a3f27e [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline e271eb1 [Yuhao Yang] remove non ascii 581c623 [Yuhao Yang] seperate API and adjust batch split 37af91a [Yuhao Yang] iMerge remote-tracking branch 'upstream/master' into ldaonline 20328d1 [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline i aa365d1 [Yuhao Yang] merge upstream master 3a06526 [Yuhao Yang] merge with new example 0dd3947 [Yuhao Yang] kMerge remote-tracking branch 'upstream/master' into ldaonline 0d0f3ee [Yuhao Yang] replace random split with sliding fa408a8 [Yuhao Yang] ssMerge remote-tracking branch 'upstream/master' into ldaonline 45884ab [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline s f41c5ca [Yuhao Yang] style fix 26dca1b [Yuhao Yang] style fix and make class private 043e786 [Yuhao Yang] Merge remote-tracking branch 'upstream/master' into ldaonline s Conflicts: mllib/src/main/scala/org/apache/spark/mllib/clustering/LDA.scala d640d9c [Yuhao Yang] online lda initial checkin

…" into true or false directly SQL ``` select key from src where 3 in (4, 5); ``` Before ``` == Optimized Logical Plan == Project [key#12] Filter 3 INSET (5,4) MetastoreRelation default, src, None ``` After ``` == Optimized Logical Plan == LocalRelation [key#228], [] ``` Author: Zhongshuai Pei <[email protected]> Author: DoingDone9 <[email protected]> Closes apache#5972 from DoingDone9/InToFalse and squashes the following commits: 4c722a2 [Zhongshuai Pei] Update predicates.scala abe2bbb [Zhongshuai Pei] Update Optimizer.scala fa461a5 [Zhongshuai Pei] Update Optimizer.scala e34c28a [Zhongshuai Pei] Update predicates.scala 24739bd [Zhongshuai Pei] Update ConstantFoldingSuite.scala f4dbf50 [Zhongshuai Pei] Update ConstantFoldingSuite.scala 35ceb7a [Zhongshuai Pei] Update Optimizer.scala 36c194e [Zhongshuai Pei] Update Optimizer.scala 2e8f6ca [Zhongshuai Pei] Update Optimizer.scala 14952e2 [Zhongshuai Pei] Merge pull request apache#13 from apache/master f03fe7f [Zhongshuai Pei] Merge pull request apache#12 from apache/master f12fa50 [Zhongshuai Pei] Merge pull request apache#10 from apache/master f61210c [Zhongshuai Pei] Merge pull request apache#9 from apache/master 34b1a9a [Zhongshuai Pei] Merge pull request apache#8 from apache/master 802261c [DoingDone9] Merge pull request apache#7 from apache/master d00303b [DoingDone9] Merge pull request apache#6 from apache/master 98b134f [DoingDone9] Merge pull request apache#5 from apache/master 161cae3 [DoingDone9] Merge pull request apache#4 from apache/master c87e8b6 [DoingDone9] Merge pull request #3 from apache/master cb1852d [DoingDone9] Merge pull request #2 from apache/master c3f046f [DoingDone9] Merge pull request #1 from apache/master

…cala and pySpark Author: Joshi <[email protected]> Author: Rekha Joshi <[email protected]> Closes apache#5989 from rekhajoshm/fix/SPARK-7435 and squashes the following commits: cfc9e02 [Joshi] Spark-7435[R]: updated patch for review comments 62becc1 [Joshi] SPARK-7435: Update to DataFrame e3677c9 [Rekha Joshi] Merge pull request #1 from apache/master

…at has space in its path escape spaces in the arguments. Author: Masayoshi TSUZUKI <[email protected]> Author: Kousuke Saruta <[email protected]> Closes apache#5447 from tsudukim/feature/SPARK-6568-2 and squashes the following commits: 3f9a188 [Masayoshi TSUZUKI] modified some errors. ed46047 [Masayoshi TSUZUKI] avoid scalastyle errors. 1784239 [Masayoshi TSUZUKI] removed Utils.formatPath. e03f289 [Masayoshi TSUZUKI] removed testWindows from Utils.resolveURI and Utils.resolveURIs. replaced SystemUtils.IS_OS_WINDOWS to Utils.isWindows. removed Utils.formatPath from PythonRunner.scala. 84c33d0 [Masayoshi TSUZUKI] - use resolveURI in nonLocalPaths - run tests for Windows path only on Windows 016128d [Masayoshi TSUZUKI] fixed to use File.toURI() 2c62e3b [Masayoshi TSUZUKI] Merge pull request #1 from sarutak/SPARK-6568-2 7019a8a [Masayoshi TSUZUKI] Merge branch 'master' of https://github.com/apache/spark into feature/SPARK-6568-2 45946ee [Kousuke Saruta] Merge branch 'master' of git://git.apache.org/spark into SPARK-6568-2 10f1c73 [Kousuke Saruta] Added a comment 93c3c40 [Kousuke Saruta] Merge branch 'classpath-handling-fix' of github.com:sarutak/spark into SPARK-6568-2 649da82 [Kousuke Saruta] Fix classpath handling c7ba6a7 [Masayoshi TSUZUKI] [SPARK-6568] spark-shell.cmd --jars option does not accept the jar that has space in its path

…into a single batch. SQL ``` select * from tableA join tableB on (a > 3 and b = d) or (a > 3 and b = e) ``` Plan before modify ``` == Optimized Logical Plan == Project [a#293,b#294,c#295,d#296,e#297] Join Inner, Some(((a#293 > 3) && ((b#294 = d#296) || (b#294 = e#297)))) MetastoreRelation default, tablea, None MetastoreRelation default, tableb, None ``` Plan after modify ``` == Optimized Logical Plan == Project [a#293,b#294,c#295,d#296,e#297] Join Inner, Some(((b#294 = d#296) || (b#294 = e#297))) Filter (a#293 > 3) MetastoreRelation default, tablea, None MetastoreRelation default, tableb, None ``` CombineLimits ==> Limit(If(LessThan(ne, le), ne, le), grandChild) and LessThan is in BooleanSimplification , so CombineLimits must before BooleanSimplification and BooleanSimplification must before PushPredicateThroughJoin. Author: Zhongshuai Pei <[email protected]> Author: DoingDone9 <[email protected]> Closes apache#6351 from DoingDone9/master and squashes the following commits: 20de7be [Zhongshuai Pei] Update Optimizer.scala 7bc7d28 [Zhongshuai Pei] Merge pull request apache#17 from apache/master 0ba5f42 [Zhongshuai Pei] Update Optimizer.scala f8b9314 [Zhongshuai Pei] Update FilterPushdownSuite.scala c529d9f [Zhongshuai Pei] Update FilterPushdownSuite.scala ae3af6d [Zhongshuai Pei] Update FilterPushdownSuite.scala a04ffae [Zhongshuai Pei] Update Optimizer.scala 11beb61 [Zhongshuai Pei] Update FilterPushdownSuite.scala f2ee5fe [Zhongshuai Pei] Update Optimizer.scala be6b1d5 [Zhongshuai Pei] Update Optimizer.scala b01e622 [Zhongshuai Pei] Merge pull request apache#15 from apache/master 8df716a [Zhongshuai Pei] Update FilterPushdownSuite.scala d98bc35 [Zhongshuai Pei] Update FilterPushdownSuite.scala fa65718 [Zhongshuai Pei] Update Optimizer.scala ab8e9a6 [Zhongshuai Pei] Merge pull request apache#14 from apache/master 14952e2 [Zhongshuai Pei] Merge pull request apache#13 from apache/master f03fe7f [Zhongshuai Pei] Merge pull request apache#12 from apache/master f12fa50 [Zhongshuai Pei] Merge pull request apache#10 from apache/master f61210c [Zhongshuai Pei] Merge pull request apache#9 from apache/master 34b1a9a [Zhongshuai Pei] Merge pull request apache#8 from apache/master 802261c [DoingDone9] Merge pull request apache#7 from apache/master d00303b [DoingDone9] Merge pull request apache#6 from apache/master 98b134f [DoingDone9] Merge pull request apache#5 from apache/master 161cae3 [DoingDone9] Merge pull request apache#4 from apache/master c87e8b6 [DoingDone9] Merge pull request #3 from apache/master cb1852d [DoingDone9] Merge pull request #2 from apache/master c3f046f [DoingDone9] Merge pull request #1 from apache/master

…columns are found This PR improves the error message shown when conflicting partition column names are detected. This can be particularly annoying and confusing when there are a large number of partitions while a handful of them happened to contain unexpected temporary file(s). Now all suspicious directories are listed as below: ``` java.lang.AssertionError: assertion failed: Conflicting partition column names detected: Partition column name list #0: b, c, d Partition column name list #1: b, c Partition column name list #2: b For partitioned table directories, data files should only live in leaf directories. Please check the following directories for unexpected files: file:/tmp/foo/b=0 file:/tmp/foo/b=1 file:/tmp/foo/b=1/c=1 file:/tmp/foo/b=0/c=0 ``` Author: Cheng Lian <[email protected]> Closes apache#6610 from liancheng/part-errmsg and squashes the following commits: 7d05f2c [Cheng Lian] Fixes Scala style issue a149250 [Cheng Lian] Adds test case for the error message 6b74dd8 [Cheng Lian] Also lists suspicious non-leaf partition directories a935eb8 [Cheng Lian] Improves error message when conflicting partition columns are found

… to ShuffleReader This commit updates the shuffle read path to enable ShuffleReader implementations more control over the deserialization process. The BlockStoreShuffleFetcher.fetch() method has been renamed to BlockStoreShuffleFetcher.fetchBlockStreams(). Previously, this method returned a record iterator; now, it returns an iterator of (BlockId, InputStream). Deserialization of records is now handled in the ShuffleReader.read() method. This change creates a cleaner separation of concerns and allows implementations of ShuffleReader more flexibility in how records are retrieved. Author: Matt Massie <[email protected]> Author: Kay Ousterhout <[email protected]> Closes apache#6423 from massie/shuffle-api-cleanup and squashes the following commits: 8b0632c [Matt Massie] Minor Scala style fixes d0a1b39 [Matt Massie] Merge pull request #1 from kayousterhout/massie_shuffle-api-cleanup 290f1eb [Kay Ousterhout] Added test for HashShuffleReader.read() 5186da0 [Kay Ousterhout] Revert "Add test to ensure HashShuffleReader is freeing resources" f98a1b9 [Matt Massie] Add test to ensure HashShuffleReader is freeing resources a011bfa [Matt Massie] Use PrivateMethodTester on check that delegate stream is closed 4ea1712 [Matt Massie] Small code cleanup for readability 7429a98 [Matt Massie] Update tests to check that BufferReleasingStream is closing delegate InputStream f458489 [Matt Massie] Remove unnecessary map() on return Iterator 4abb855 [Matt Massie] Consolidate metric code. Make it clear why InterrubtibleIterator is needed. 5c30405 [Matt Massie] Return visibility of BlockStoreShuffleFetcher to private[hash] 7eedd1d [Matt Massie] Small Scala import cleanup 28f8085 [Matt Massie] Small import nit f93841e [Matt Massie] Update shuffle read metrics in ShuffleReader instead of BlockStoreShuffleFetcher. 7e8e0fe [Matt Massie] Minor Scala style fixes 01e8721 [Matt Massie] Explicitly cast iterator in branches for type clarity 7c8f73e [Matt Massie] Close Block InputStream immediately after all records are read 208b7a5 [Matt Massie] Small code style changes b70c945 [Matt Massie] Make BlockStoreShuffleFetcher visible to shuffle package 19135f2 [Matt Massie] [SPARK-7884] Allow Spark shuffle APIs to be more customizable

Fix for incorrect memory in Spark UI as per SPARK-5768 Author: Joshi <[email protected]> Author: Rekha Joshi <[email protected]> Closes apache#6972 from rekhajoshm/SPARK-5768 and squashes the following commits: b678a91 [Joshi] Fix for incorrect memory in Spark UI 2fe53d9 [Joshi] Fix for incorrect memory in Spark UI eb823b8 [Joshi] SPARK-5768: Fix for incorrect memory in Spark UI 0be142d [Rekha Joshi] Merge pull request #3 from apache/master 106fd8e [Rekha Joshi] Merge pull request #2 from apache/master e3677c9 [Rekha Joshi] Merge pull request #1 from apache/master

… without side effects. Fix for SparkContext stop behavior - Allow sc.stop() to be called multiple times without side effects. Author: Joshi <[email protected]> Author: Rekha Joshi <[email protected]> Closes apache#6973 from rekhajoshm/SPARK-2645 and squashes the following commits: 277043e [Joshi] Fix for SparkContext stop behavior 446b0a4 [Joshi] Fix for SparkContext stop behavior 2ce5760 [Joshi] Fix for SparkContext stop behavior c97839a [Joshi] Fix for SparkContext stop behavior 1aff39c [Joshi] Fix for SparkContext stop behavior 12f66b5 [Joshi] Fix for SparkContext stop behavior 72bb484 [Joshi] Fix for SparkContext stop behavior a5a7d7f [Joshi] Fix for SparkContext stop behavior 9193a0c [Joshi] Fix for SparkContext stop behavior 58dba70 [Joshi] SPARK-2645: Fix for SparkContext stop behavior 380c5b0 [Joshi] SPARK-2645: Fix for SparkContext stop behavior b566b66 [Joshi] SPARK-2645: Fix for SparkContext stop behavior 0be142d [Rekha Joshi] Merge pull request #3 from apache/master 106fd8e [Rekha Joshi] Merge pull request #2 from apache/master e3677c9 [Rekha Joshi] Merge pull request #1 from apache/master

…nfo if needed Author: Joshi <[email protected]> Author: Rekha Joshi <[email protected]> Closes apache#5992 from rekhajoshm/fix/SPARK-7137 and squashes the following commits: 8c42b57 [Joshi] update checkInputColumn to print more info if needed 33ddd2e [Joshi] update checkInputColumn to print more info if needed acf3e17 [Joshi] update checkInputColumn to print more info if needed 8993c0e [Joshi] SPARK-7137: Add checkInputColumn back to Params and print more info e3677c9 [Rekha Joshi] Merge pull request #1 from apache/master

…mands This will allow problems with piped commands to be detected. This will also allow tasks to be retried where errors are rare (such as network problems in piped commands). Author: Scott Taylor <[email protected]> Closes apache#6262 from megatron-me-uk/patch-2 and squashes the following commits: 04ae1d5 [Scott Taylor] Remove spurious empty line 98fa101 [Scott Taylor] fix blank line style error 574b564 [Scott Taylor] Merge pull request #2 from megatron-me-uk/patch-4 0c1e762 [Scott Taylor] Update rdd pipe method for checkCode ab9a2e1 [Scott Taylor] Update rdd pipe tests for checkCode eb4801c [Scott Taylor] fix fail_condition b0ac3a4 [Scott Taylor] Merge pull request #1 from megatron-me-uk/megatron-me-uk-patch-1 a307d13 [Scott Taylor] update rdd tests to test pipe modes 34fcdc3 [Scott Taylor] add optional argument 'mode' for rdd.pipe a0c0161 [Scott Taylor] fix generator issue 8a9ef9c [Scott Taylor] make check_return_code an iterator 0486ae3 [Scott Taylor] style fixes 8ed89a6 [Scott Taylor] Chain generators to prevent potential deadlock 4153b02 [Scott Taylor] fix list.sort returns None 491d3fc [Scott Taylor] Pass a function handle to assertRaises 3344a21 [Scott Taylor] wrap assertRaises with QuietTest 3ab8c7a [Scott Taylor] remove whitespace for style cc1a73d [Scott Taylor] fix style issues in pipe test 8db4073 [Scott Taylor] Add a test for rdd pipe functions 1b3dc4e [Scott Taylor] fix missing space around operator style 0974f98 [Scott Taylor] add space between words in multiline string 45f4977 [Scott Taylor] fix line too long style error 5745d85 [Scott Taylor] Remove space to fix style f552d49 [Scott Taylor] Catch non-zero exit from pipe commands

Improves the performance of LocalPrefixSpan by implementing optimizations proposed in [SPARK-8997](https://issues.apache.org/jira/browse/SPARK-8997) Author: Feynman Liang <[email protected]> Author: Feynman Liang <[email protected]> Author: Xiangrui Meng <[email protected]> Closes apache#7360 from feynmanliang/SPARK-8997-improve-prefixspan and squashes the following commits: 59db2f5 [Feynman Liang] Merge pull request #1 from mengxr/SPARK-8997 91e4357 [Xiangrui Meng] update LocalPrefixSpan impl 9212256 [Feynman Liang] MengXR code review comments f055d82 [Feynman Liang] Fix failing scalatest 2e00cba [Feynman Liang] Depth first projections 70b93e3 [Feynman Liang] Performance improvements in LocalPrefixSpan, fix tests

This makes sure attempts are listed in the order they were executed, and that the app's state matches the state of the most current attempt. Author: Joshi <[email protected]> Author: Rekha Joshi <[email protected]> Closes apache#7253 from rekhajoshm/SPARK-8593 and squashes the following commits: 874dd80 [Joshi] History Server: updated order for multiple attempts(logcleaner) 716e0b1 [Joshi] History Server: updated order for multiple attempts(descending start time works everytime) 548c753 [Joshi] History Server: updated order for multiple attempts(descending start time works everytime) 83306a8 [Joshi] History Server: updated order for multiple attempts(descending start time) b0fc922 [Joshi] History Server: updated order for multiple attempts(updated comment) cc0fda7 [Joshi] History Server: updated order for multiple attempts(updated test) 304cb0b [Joshi] History Server: updated order for multiple attempts(reverted HistoryPage) 85024e8 [Joshi] History Server: updated order for multiple attempts a41ac4b [Joshi] History Server: updated order for multiple attempts ab65fa1 [Joshi] History Server: some attempt completed to work with showIncomplete 0be142d [Rekha Joshi] Merge pull request #3 from apache/master 106fd8e [Rekha Joshi] Merge pull request #2 from apache/master e3677c9 [Rekha Joshi] Merge pull request #1 from apache/master

Implement IntArrayParam in mllib Author: Rekha Joshi <[email protected]> Author: Joshi <[email protected]> Closes apache#7481 from rekhajoshm/SPARK-9118 and squashes the following commits: d3b1766 [Joshi] Implement IntArrayParam 0be142d [Rekha Joshi] Merge pull request #3 from apache/master 106fd8e [Rekha Joshi] Merge pull request #2 from apache/master e3677c9 [Rekha Joshi] Merge pull request #1 from apache/master

Modifying Vector, DenseVector, and SparseVector to implement argmax functionality. This work is to set the stage for changes to be done in Spark-7423. Author: George Dittmar <[email protected]> Author: George <[email protected]> Author: dittmarg <[email protected]> Author: Xiangrui Meng <[email protected]> Closes apache#6112 from GeorgeDittmar/SPARK-7422 and squashes the following commits: 3e0a939 [George Dittmar] Merge pull request #1 from mengxr/SPARK-7422 127dec5 [Xiangrui Meng] update argmax impl 2ea6a55 [George Dittmar] Added MimaExcludes for Vectors.argmax 98058f4 [George Dittmar] Merge branch 'master' of github.com:apache/spark into SPARK-7422 5fd9380 [George Dittmar] fixing style check error 42341fb [George Dittmar] refactoring arg max check to better handle zero values b22af46 [George Dittmar] Fixing spaces between commas in unit test f2eba2f [George Dittmar] Cleaning up unit tests to be fewer lines aa330e3 [George Dittmar] Fixing some last if else spacing issues ac53c55 [George Dittmar] changing dense vector argmax unit test to be one line call vs 2 d5b5423 [George Dittmar] Fixing code style and updating if logic on when to check for zero values ee1a85a [George Dittmar] Cleaning up unit tests a bit and modifying a few cases 3ee8711 [George Dittmar] Fixing corner case issue with zeros in the active values of the sparse vector. Updated unit tests b1f059f [George Dittmar] Added comment before we start arg max calculation. Updated unit tests to cover corner cases f21dcce [George Dittmar] commit af17981 [dittmarg] Initial work fixing bug that was made clear in pr eeda560 [George] Fixing SparseVector argmax function to ignore zero values while doing the calculation. 4526acc [George] Merge branch 'master' of github.com:apache/spark into SPARK-7422 df9538a [George] Added argmax to sparse vector and added unit test 3cffed4 [George] Adding unit tests for argmax functions for Dense and Sparse vectors 04677af [George] initial work on adding argmax to Vector and SparseVector

…ected databases Continuation of work by zhangjiajin Closes apache#7412 Author: zhangjiajin <[email protected]> Author: Feynman Liang <[email protected]> Author: zhang jiajin <[email protected]> Closes apache#7783 from feynmanliang/SPARK-8998-improve-distributed and squashes the following commits: a61943d [Feynman Liang] Collect small patterns to local 4ddf479 [Feynman Liang] Parallelize freqItemCounts ad23aa9 [zhang jiajin] Merge pull request #1 from feynmanliang/SPARK-8998-collectBeforeLocal 87fa021 [Feynman Liang] Improve extend prefix readability c2caa5c [Feynman Liang] Readability improvements and comments 1235cfc [Feynman Liang] Use Iterable[Array[_]] over Array[Array[_]] for database da0091b [Feynman Liang] Use lists for prefixes to reuse data cb2a4fc [Feynman Liang] Inline code for readability 01c9ae9 [Feynman Liang] Add getters 6e149fa [Feynman Liang] Fix splitPrefixSuffixPairs 64271b3 [zhangjiajin] Modified codes according to comments. d2250b7 [zhangjiajin] remove minPatternsBeforeLocalProcessing, add maxSuffixesBeforeLocalProcessing. b07e20c [zhangjiajin] Merge branch 'master' of https://github.com/apache/spark into CollectEnoughPrefixes 095aa3a [zhangjiajin] Modified the code according to the review comments. baa2885 [zhangjiajin] Modified the code according to the review comments. 6560c69 [zhangjiajin] Add feature: Collect enough frequent prefixes before projection in PrefixeSpan a8fde87 [zhangjiajin] Merge branch 'master' of https://github.com/apache/spark 4dd1c8a [zhangjiajin] initialize file before rebase. 078d410 [zhangjiajin] fix a scala style error. 22b0ef4 [zhangjiajin] Add feature: Collect enough frequent prefixes before projection in PrefixSpan. ca9c4c8 [zhangjiajin] Modified the code according to the review comments. 574e56c [zhangjiajin] Add new object LocalPrefixSpan, and do some optimization. ba5df34 [zhangjiajin] Fix a Scala style error. 4c60fb3 [zhangjiajin] Fix some Scala style errors. 1dd33ad [zhangjiajin] Modified the code according to the review comments. 89bc368 [zhangjiajin] Fixed a Scala style error. a2eb14c [zhang jiajin] Delete PrefixspanSuite.scala 951fd42 [zhang jiajin] Delete Prefixspan.scala 575995f [zhangjiajin] Modified the code according to the review comments. 91fd7e6 [zhangjiajin] Add new algorithm PrefixSpan and test file.

This PR is based on apache#4229, thanks prabeesh. Closes apache#4229 Author: Prabeesh K <[email protected]> Author: zsxwing <[email protected]> Author: prabs <[email protected]> Author: Prabeesh K <[email protected]> Closes apache#7833 from zsxwing/pr4229 and squashes the following commits: 9570bec [zsxwing] Fix the variable name and check null in finally 4a9c79e [zsxwing] Fix pom.xml indentation abf5f18 [zsxwing] Merge branch 'master' into pr4229 935615c [zsxwing] Fix the flaky MQTT tests 47278c5 [zsxwing] Include the project class files 478f844 [zsxwing] Add unpack 5f8a1d4 [zsxwing] Make the maven build generate the test jar for Python MQTT tests 734db99 [zsxwing] Merge branch 'master' into pr4229 126608a [Prabeesh K] address the comments b90b709 [Prabeesh K] Merge pull request #1 from zsxwing/pr4229 d07f454 [zsxwing] Register StreamingListerner before starting StreamingContext; Revert unncessary changes; fix the python unit test a6747cb [Prabeesh K] wait for starting the receiver before publishing data 87fc677 [Prabeesh K] address the comments: 97244ec [zsxwing] Make sbt build the assembly test jar for streaming mqtt 80474d1 [Prabeesh K] fix 1f0cfe9 [Prabeesh K] python style fix e1ee016 [Prabeesh K] scala style fix a5a8f9f [Prabeesh K] added Python test 9767d82 [Prabeesh K] implemented Python-friendly class a11968b [Prabeesh K] fixed python style 795ec27 [Prabeesh K] address comments ee387ae [Prabeesh K] Fix assembly jar location of mqtt-assembly 3f4df12 [Prabeesh K] updated version b34c3c1 [prabs] adress comments 3aa7fff [prabs] Added Python streaming mqtt word count example b7d42ff [prabs] Mqtt streaming support in Python

## What changes were proposed in this pull request? This patch introduces SQLQueryTestSuite, a basic framework for end-to-end SQL test cases defined in spark/sql/core/src/test/resources/sql-tests. This is a more standard way to test SQL queries end-to-end in different open source database systems, because it is more manageable to work with files. This is inspired by HiveCompatibilitySuite, but simplified for general Spark SQL tests. Once this is merged, I can work towards porting SQLQuerySuite over, and eventually also move the existing HiveCompatibilitySuite to use this framework. Unlike HiveCompatibilitySuite, SQLQueryTestSuite compares both the output schema and the output data (in string form). When there is a mismatch, the error message looks like the following: ``` [info] - blacklist.sql !!! IGNORED !!! [info] - number-format.sql *** FAILED *** (2 seconds, 405 milliseconds) [info] Expected "...147483648 -214748364[8]", but got "...147483648 -214748364[9]" Result should match for query #1 (SQLQueryTestSuite.scala:171) [info] org.scalatest.exceptions.TestFailedException: [info] at org.scalatest.Assertions$class.newAssertionFailedException(Assertions.scala:495) [info] at org.scalatest.FunSuite.newAssertionFailedException(FunSuite.scala:1555) [info] at org.scalatest.Assertions$class.assertResult(Assertions.scala:1171) ``` ## How was this patch tested? This is a test infrastructure change. Author: petermaxlee <[email protected]> Closes apache#14472 from petermaxlee/SPARK-16866. (cherry picked from commit b9f8a11) Signed-off-by: Wenchen Fan <[email protected]>

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mengxr mentioned this pull request Jul 15, 2014

[MLLIB] [SPARK-2222] Add multiclass evaluation metrics apache/spark#1155

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avulanov added a commit that referenced this pull request Jul 15, 2014

Merge pull request #1 from mengxr/avulanov-master

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avulanov merged commit 2eae80f into avulanov:master Jul 15, 2014

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