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* [SPARK-13992][CORE][PYSPARK][FOLLOWUP] Update OFF_HEAP semantics for Java ↵Liwei Lin2016-04-121-1/+1
| | | | | | | | | | | | | | | | | api and Python api ## What changes were proposed in this pull request? - updated `OFF_HEAP` semantics for `StorageLevels.java` - updated `OFF_HEAP` semantics for `storagelevel.py` ## How was this patch tested? no need to test Author: Liwei Lin <lwlin7@gmail.com> Closes #12126 from lw-lin/storagelevel.py.
* [SPARK-14342][CORE][DOCS][TESTS] Remove straggler references to TachyonLiwei Lin2016-04-021-1/+1
| | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? Straggler references to Tachyon were removed: - for docs, `tachyon` has been generalized as `off-heap memory`; - for Mesos test suits, the key-value `tachyon:true`/`tachyon:false` has been changed to `os:centos`/`os:ubuntu`, since `os` is an example constrain used by the [Mesos official docs](http://mesos.apache.org/documentation/attributes-resources/). ## How was this patch tested? Existing test suites. Author: Liwei Lin <lwlin7@gmail.com> Closes #12129 from lw-lin/tachyon-cleanup.
* [SPARK-12091] [PYSPARK] Deprecate the JAVA-specific deserialized storage levelsgatorsmile2015-12-181-10/+21
| | | | | | | | | | | | | | The current default storage level of Python persist API is MEMORY_ONLY_SER. This is different from the default level MEMORY_ONLY in the official document and RDD APIs. davies Is this inconsistency intentional? Thanks! Updates: Since the data is always serialized on the Python side, the storage levels of JAVA-specific deserialization are not removed, such as MEMORY_ONLY. Updates: Based on the reviewers' feedback. In Python, stored objects will always be serialized with the [Pickle](https://docs.python.org/2/library/pickle.html) library, so it does not matter whether you choose a serialized level. The available storage levels in Python include `MEMORY_ONLY`, `MEMORY_ONLY_2`, `MEMORY_AND_DISK`, `MEMORY_AND_DISK_2`, `DISK_ONLY`, `DISK_ONLY_2` and `OFF_HEAP`. Author: gatorsmile <gatorsmile@gmail.com> Closes #10092 from gatorsmile/persistStorageLevel.
* [SPARK-3417] Use new-style classes in PySparkMatthew Rocklin2014-09-081-1/+1
| | | | | | | | | | | | | | | | | | Tiny PR making SQLContext a new-style class. This allows various type logic to work more effectively ```Python In [1]: import pyspark In [2]: pyspark.sql.SQLContext.mro() Out[2]: [pyspark.sql.SQLContext, object] ``` Author: Matthew Rocklin <mrocklin@gmail.com> Closes #2288 from mrocklin/sqlcontext-new-style-class and squashes the following commits: 4aadab6 [Matthew Rocklin] update other old-style classes a2dc02f [Matthew Rocklin] pyspark.sql.SQLContext is new-style class
* [SPARK-2627] [PySpark] have the build enforce PEP 8 automaticallyNicholas Chammas2014-08-061-0/+1
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 <nicholas.chammas@gmail.com> Author: nchammas <nicholas.chammas@gmail.com> Closes #1744 from nchammas/master and squashes the following commits: 274b238 [Nicholas Chammas] [SPARK-2627] [PySpark] minor indentation changes 983d963 [nchammas] Merge pull request #5 from apache/master 1db5314 [nchammas] Merge pull request #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
* [SPARK-2470] PEP8 fixes to PySparkNicholas Chammas2014-07-211-2/+3
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | This pull request aims to resolve all outstanding PEP8 violations in PySpark. Author: Nicholas Chammas <nicholas.chammas@gmail.com> Author: nchammas <nicholas.chammas@gmail.com> Closes #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 #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 #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
* [SPARK-2130] End-user friendly String repr for StorageLevel in PythonKan Zhang2014-06-161-0/+9
| | | | | | | | | | | | | | | | | | | | | | JIRA issue https://issues.apache.org/jira/browse/SPARK-2130 This PR adds an end-user friendly String representation for StorageLevel in Python, similar to ```StorageLevel.description``` in Scala. ``` >>> rdd = sc.parallelize([1,2]) >>> storage_level = rdd.getStorageLevel() >>> storage_level StorageLevel(False, False, False, False, 1) >>> print(storage_level) Serialized 1x Replicated ``` Author: Kan Zhang <kzhang@apache.org> Closes #1096 from kanzhang/SPARK-2130 and squashes the following commits: 7c8b98b [Kan Zhang] [SPARK-2130] Prettier epydoc output cc5bf45 [Kan Zhang] [SPARK-2130] End-user friendly String representation for StorageLevel in Python
* SPARK-1305: Support persisting RDD's directly to TachyonHaoyuan Li2014-04-041-13/+15
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Move the PR#468 of apache-incubator-spark to the apache-spark "Adding an option to persist Spark RDD blocks into Tachyon." Author: Haoyuan Li <haoyuan@cs.berkeley.edu> Author: RongGu <gurongwalker@gmail.com> Closes #158 from RongGu/master and squashes the following commits: 72b7768 [Haoyuan Li] merge master 9f7fa1b [Haoyuan Li] fix code style ae7834b [Haoyuan Li] minor cleanup a8b3ec6 [Haoyuan Li] merge master branch e0f4891 [Haoyuan Li] better check offheap. 55b5918 [RongGu] address matei's comment on the replication of offHeap storagelevel 7cd4600 [RongGu] remove some logic code for tachyonstore's replication 51149e7 [RongGu] address aaron's comment on returning value of the remove() function in tachyonstore 8adfcfa [RongGu] address arron's comment on inTachyonSize 120e48a [RongGu] changed the root-level dir name in Tachyon 5cc041c [Haoyuan Li] address aaron's comments 9b97935 [Haoyuan Li] address aaron's comments d9a6438 [Haoyuan Li] fix for pspark 77d2703 [Haoyuan Li] change python api.git status 3dcace4 [Haoyuan Li] address matei's comments 91fa09d [Haoyuan Li] address patrick's comments 589eafe [Haoyuan Li] use TRY_CACHE instead of MUST_CACHE 64348b2 [Haoyuan Li] update conf docs. ed73e19 [Haoyuan Li] Merge branch 'master' of github.com:RongGu/spark-1 619a9a8 [RongGu] set number of directories in TachyonStore back to 64; added a TODO tag for duplicated code from the DiskStore be79d77 [RongGu] find a way to clean up some unnecessay metods and classed to make the code simpler 49cc724 [Haoyuan Li] update docs with off_headp option 4572f9f [RongGu] reserving the old apply function API of StorageLevel 04301d3 [RongGu] rename StorageLevel.TACHYON to Storage.OFF_HEAP c9aeabf [RongGu] rename the StorgeLevel.TACHYON as StorageLevel.OFF_HEAP 76805aa [RongGu] unifies the config properties name prefix; add the configs into docs/configuration.md e700d9c [RongGu] add the SparkTachyonHdfsLR example and some comments fd84156 [RongGu] use randomUUID to generate sparkapp directory name on tachyon;minor code style fix 939e467 [Haoyuan Li] 0.4.1-thrift from maven central 86a2eab [Haoyuan Li] tachyon 0.4.1-thrift is in the staging repo. but jenkins failed to download it. temporarily revert it back to 0.4.1 16c5798 [RongGu] make the dependency on tachyon as tachyon-0.4.1-thrift eacb2e8 [RongGu] Merge branch 'master' of https://github.com/RongGu/spark-1 bbeb4de [RongGu] fix the JsonProtocolSuite test failure problem 6adb58f [RongGu] Merge branch 'master' of https://github.com/RongGu/spark-1 d827250 [RongGu] fix JsonProtocolSuie test failure 716e93b [Haoyuan Li] revert the version ca14469 [Haoyuan Li] bump tachyon version to 0.4.1-thrift 2825a13 [RongGu] up-merging to the current master branch of the apache spark 6a22c1a [Haoyuan Li] fix scalastyle 8968b67 [Haoyuan Li] exclude more libraries from tachyon dependency to be the same as referencing tachyon-client. 77be7e8 [RongGu] address mateiz's comment about the temp folder name problem. The implementation followed mateiz's advice. 1dcadf9 [Haoyuan Li] typo bf278fa [Haoyuan Li] fix python tests e82909c [Haoyuan Li] minor cleanup 776a56c [Haoyuan Li] address patrick's and ali's comments from the previous PR 8859371 [Haoyuan Li] various minor fixes and clean up e3ddbba [Haoyuan Li] add doc to use Tachyon cache mode. fcaeab2 [Haoyuan Li] address Aaron's comment e554b1e [Haoyuan Li] add python code 47304b3 [Haoyuan Li] make tachyonStore in BlockMananger lazy val; add more comments StorageLevels. dc8ef24 [Haoyuan Li] add old storelevel constructor e01a271 [Haoyuan Li] update tachyon 0.4.1 8011a96 [RongGu] fix a brought-in mistake in StorageLevel 70ca182 [RongGu] a bit change in comment 556978b [RongGu] fix the scalastyle errors 791189b [RongGu] "Adding an option to persist Spark RDD blocks into Tachyon." move the PR#468 of apache-incubator-spark to the apache-spark
* Spark-1163, Added missing Python RDD functionsprabinb2014-03-111-0/+4
| | | | | | | | Author: prabinb <prabin.banka@imaginea.com> Closes #92 from prabinb/python-api-rdd and squashes the following commits: 51129ca [prabinb] Added missing Python RDD functions Added __repr__ function to StorageLevel class. Added doctest for RDD.getStorageLevel().
* Export StorageLevel and refactorAaron Davidson2013-09-071-0/+43
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