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* [SPARK-17445][DOCS] Reference an ASF page as the main place to find ↵Sean Owen2016-09-144-4/+5
| | | | | | | | | | | | | | | | | | third-party packages ## What changes were proposed in this pull request? Point references to spark-packages.org to https://cwiki.apache.org/confluence/display/SPARK/Third+Party+Projects This will be accompanied by a parallel change to the spark-website repo, and additional changes to this wiki. ## How was this patch tested? Jenkins tests. Author: Sean Owen <sowen@cloudera.com> Closes #15075 from srowen/SPARK-17445.
* [SPARK-17449][DOCUMENTATION] Relation between heartbeatInterval and…Jagadeesan2016-09-141-1/+2
| | | | | | | | | | | | ## What changes were proposed in this pull request? The relation between spark.network.timeout and spark.executor.heartbeatInterval should be mentioned in the document. … network timeout] Author: Jagadeesan <as2@us.ibm.com> Closes #15042 from jagadeesanas2/SPARK-17449.
* Streaming doc correction.Satendra Kumar2016-09-091-1/+1
| | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? (Please fill in changes proposed in this fix) Streaming doc correction. ## How was this patch tested? (Please explain how this patch was tested. E.g. unit tests, integration tests, manual tests) (If this patch involves UI changes, please attach a screenshot; otherwise, remove this) Author: Satendra Kumar <satendra@knoldus.com> Closes #14996 from satendrakumar06/patch-1.
* [SPARK-15487][WEB UI] Spark Master UI to reverse proxy Application and ↵Gurvinder Singh2016-09-081-0/+14
| | | | | | | | | | | | | | | | | | | | | | | Workers UI ## What changes were proposed in this pull request? This pull request adds the functionality to enable accessing worker and application UI through master UI itself. Thus helps in accessing SparkUI when running spark cluster in closed networks e.g. Kubernetes. Cluster admin needs to expose only spark master UI and rest of the UIs can be in the private network, master UI will reverse proxy the connection request to corresponding resource. It adds the path for workers/application UIs as WorkerUI: <http/https>://master-publicIP:<port>/target/workerID/ ApplicationUI: <http/https>://master-publicIP:<port>/target/appID/ This makes it easy for users to easily protect the Spark master cluster access by putting some reverse proxy e.g. https://github.com/bitly/oauth2_proxy ## How was this patch tested? The functionality has been tested manually and there is a unit test too for testing access to worker UI with reverse proxy address. pwendell bomeng BryanCutler can you please review it, thanks. Author: Gurvinder Singh <gurvinder.singh@uninett.no> Closes #13950 from gurvindersingh/rproxy.
* [SPARK-16619] Add shuffle service metrics entry in monitoring docsYangyang Liu2016-09-011-0/+1
| | | | | | | | After change [SPARK-16405](https://github.com/apache/spark/pull/14080), we need to update docs by adding shuffle service metrics entry in currently supporting metrics list. Author: Yangyang Liu <yangyangliu@fb.com> Closes #14254 from lovexi/yangyang-monitoring-doc.
* [SPARK-17331][CORE][MLLIB] Avoid allocating 0-length arraysSean Owen2016-09-011-1/+1
| | | | | | | | | | | | | | ## What changes were proposed in this pull request? Avoid allocating some 0-length arrays, esp. in UTF8String, and by using Array.empty in Scala over Array[T]() ## How was this patch tested? Jenkins Author: Sean Owen <sowen@cloudera.com> Closes #14895 from srowen/SPARK-17331.
* fixed typosSeigneurin, Alexis (CONT)2016-09-011-2/+2
| | | | | | | | fixed 2 typos Author: Seigneurin, Alexis (CONT) <Alexis.Seigneurin@capitalone.com> Closes #14877 from aseigneurin/fix-typo-2.
* [SPARK-17178][SPARKR][SPARKSUBMIT] Allow to set sparkr shell command through ↵Jeff Zhang2016-08-311-1/+10
| | | | | | | | | | | | | | | | | | | --conf ## What changes were proposed in this pull request? Allow user to set sparkr shell command through --conf spark.r.shell.command ## How was this patch tested? Unit test is added and also verify it manually through ``` bin/sparkr --master yarn-client --conf spark.r.shell.command=/usr/local/bin/R ``` Author: Jeff Zhang <zjffdu@apache.org> Closes #14744 from zjffdu/SPARK-17178.
* [SPARK-17243][WEB UI] Spark 2.0 History Server won't load with very large ↵Alex Bozarth2016-08-301-3/+13
| | | | | | | | | | | | | | | | | | application history ## What changes were proposed in this pull request? With the new History Server the summary page loads the application list via the the REST API, this makes it very slow to impossible to load with large (10K+) application history. This pr fixes this by adding the `spark.history.ui.maxApplications` conf to limit the number of applications the History Server displays. This is accomplished using a new optional `limit` param for the `applications` api. (Note this only applies to what the summary page displays, all the Application UI's are still accessible if the user knows the App ID and goes to the Application UI directly.) I've also added a new test for the `limit` param in `HistoryServerSuite.scala` ## How was this patch tested? Manual testing and dev/run-tests Author: Alex Bozarth <ajbozart@us.ibm.com> Closes #14835 from ajbozarth/spark17243.
* [SPARK-5682][CORE] Add encrypted shuffle in sparkFerdinand Xu2016-08-301-0/+23
| | | | | | | | | This patch is using Apache Commons Crypto library to enable shuffle encryption support. Author: Ferdinand Xu <cheng.a.xu@intel.com> Author: kellyzly <kellyzly@126.com> Closes #8880 from winningsix/SPARK-10771.
* [MINOR][DOCS] Fix minor typos in python example codeDmitriy Sokolov2016-08-306-77/+77
| | | | | | | | | | | | | | ## What changes were proposed in this pull request? Fix minor typos python example code in streaming programming guide ## How was this patch tested? N/A Author: Dmitriy Sokolov <silentsokolov@gmail.com> Closes #14805 from silentsokolov/fix-typos.
* fixed a typoSeigneurin, Alexis (CONT)2016-08-291-1/+1
| | | | | | | | idempotant -> idempotent Author: Seigneurin, Alexis (CONT) <Alexis.Seigneurin@capitalone.com> Closes #14833 from aseigneurin/fix-typo.
* [SPARK-17001][ML] Enable standardScaler to standardize sparse vectors when ↵Sean Owen2016-08-272-2/+2
| | | | | | | | | | | | | | | | withMean=True ## What changes were proposed in this pull request? Allow centering / mean scaling of sparse vectors in StandardScaler, if requested. This is for compatibility with `VectorAssembler` in common usages. ## How was this patch tested? Jenkins tests, including new caes to reflect the new behavior. Author: Sean Owen <sowen@cloudera.com> Closes #14663 from srowen/SPARK-17001.
* [SPARK-16967] move mesos to moduleMichael Gummelt2016-08-261-10/+14
| | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? Move Mesos code into a mvn module ## How was this patch tested? unit tests manually submitting a client mode and cluster mode job spark/mesos integration test suite Author: Michael Gummelt <mgummelt@mesosphere.io> Closes #14637 from mgummelt/mesos-module.
* [SPARK-17242][DOCUMENT] Update links of external dstream projectsShixiong Zhu2016-08-251-6/+2
| | | | | | | | | | | | | | ## What changes were proposed in this pull request? Updated links of external dstream projects. ## How was this patch tested? Just document changes. Author: Shixiong Zhu <shixiong@databricks.com> Closes #14814 from zsxwing/dstream-link.
* [SPARK-15083][WEB UI] History Server can OOM due to unlimited TaskUIDataAlex Bozarth2016-08-241-0/+8
| | | | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? Based on #12990 by tankkyo Since the History Server currently loads all application's data it can OOM if too many applications have a significant task count. `spark.ui.trimTasks` (default: false) can be set to true to trim tasks by `spark.ui.retainedTasks` (default: 10000) (This is a "quick fix" to help those running into the problem until a update of how the history server loads app data can be done) ## How was this patch tested? Manual testing and dev/run-tests ![spark-15083](https://cloud.githubusercontent.com/assets/13952758/17713694/fe82d246-63b0-11e6-9697-b87ea75ff4ef.png) Author: Alex Bozarth <ajbozart@us.ibm.com> Closes #14673 from ajbozarth/spark15083.
* [MINOR][DOC] Fix wrong ml.feature.Normalizer document.Yanbo Liang2016-08-241-1/+1
| | | | | | | | | | | | | ## What changes were proposed in this pull request? The ```ml.feature.Normalizer``` examples illustrate L1 norm rather than L2, we should correct corresponding document. ![image](https://cloud.githubusercontent.com/assets/1962026/17928637/85aec284-69b0-11e6-9b13-d465ee560581.png) ## How was this patch tested? Doc change, no test. Author: Yanbo Liang <ybliang8@gmail.com> Closes #14787 from yanboliang/normalizer.
* [MINOR][DOC] Use standard quotes instead of "curly quote" marks from Mac in ↵hyukjinkwon2016-08-231-19/+19
| | | | | | | | | | | | | | | | | | | | | | | | | | | | structured streaming programming guides ## What changes were proposed in this pull request? This PR fixes curly quotes (`“` and `”` ) to standard quotes (`"`). This will be a actual problem when users copy and paste the examples. This would not work. This seems only happening in `structured-streaming-programming-guide.md`. ## How was this patch tested? Manually built. This will change some examples to be correctly marked down as below: ![2016-08-23 3 24 13](https://cloud.githubusercontent.com/assets/6477701/17882878/2a38332e-694a-11e6-8e84-76bdb89151e0.png) to ![2016-08-23 3 26 06](https://cloud.githubusercontent.com/assets/6477701/17882888/376eaa28-694a-11e6-8b88-32ea83997037.png) Author: hyukjinkwon <gurwls223@gmail.com> Closes #14770 from HyukjinKwon/minor-quotes.
* [SPARK-16320][DOC] Document G1 heap region's effect on spark 2.0 vs 1.6Sean Owen2016-08-221-19/+17
| | | | | | | | | | | | | | ## What changes were proposed in this pull request? Collect GC discussion in one section, and documenting findings about G1 GC heap region size. ## How was this patch tested? Jekyll doc build Author: Sean Owen <sowen@cloudera.com> Closes #14732 from srowen/SPARK-16320.
* [SPARK-17085][STREAMING][DOCUMENTATION AND ACTUAL CODE DIFFERS - UNSUPPORTED ↵Jagadeesan2016-08-221-2/+2
| | | | | | | | | | | OPERATIONS] Changes in Spark Stuctured Streaming doc in this link https://spark.apache.org/docs/2.0.0/structured-streaming-programming-guide.html#unsupported-operations Author: Jagadeesan <as2@us.ibm.com> Closes #14715 from jagadeesanas2/SPARK-17085.
* [SPARK-16968] Document additional options in jdbc WriterGraceH2016-08-221-0/+14
| | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? (Please fill in changes proposed in this fix) This is the document for previous JDBC Writer options. ## How was this patch tested? (Please explain how this patch was tested. E.g. unit tests, integration tests, manual tests) Unit test has been added in previous PR. (If this patch involves UI changes, please attach a screenshot; otherwise, remove this) Author: GraceH <jhuang1@paypal.com> Closes #14683 from GraceH/jdbc_options.
* [SPARK-17002][CORE] Document that spark.ssl.protocol. is required for SSLwm624@hotmail.com2016-08-211-0/+3
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? `spark.ssl.enabled`=true, but failing to set `spark.ssl.protocol` will fail and throw meaningless exception. `spark.ssl.protocol` is required when `spark.ssl.enabled`. Improvement: require `spark.ssl.protocol` when initializing SSLContext, otherwise throws an exception to indicate that. Remove the OrElse("default"). Document this requirement in configure.md ## How was this patch tested? (Please explain how this patch was tested. E.g. unit tests, integration tests, manual tests) Manual tests: Build document and check document Configure `spark.ssl.enabled` only, it throws exception below: 6/08/16 16:04:37 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(mwang); groups with view permissions: Set(); users with modify permissions: Set(mwang); groups with modify permissions: Set() Exception in thread "main" java.lang.IllegalArgumentException: requirement failed: spark.ssl.protocol is required when enabling SSL connections. at scala.Predef$.require(Predef.scala:224) at org.apache.spark.SecurityManager.<init>(SecurityManager.scala:285) at org.apache.spark.deploy.master.Master$.startRpcEnvAndEndpoint(Master.scala:1026) at org.apache.spark.deploy.master.Master$.main(Master.scala:1011) at org.apache.spark.deploy.master.Master.main(Master.scala) Configure `spark.ssl.protocol` and `spark.ssl.protocol` It works fine. Author: wm624@hotmail.com <wm624@hotmail.com> Closes #14674 from wangmiao1981/ssl.
* [SPARK-17087][MESOS] Documentation for Making Spark on Mesos honor port ↵Stavros Kontopoulos2016-08-181-0/+10
| | | | | | | | | | | | | | | restrictions ## What changes were proposed in this pull request? - adds documentation for https://issues.apache.org/jira/browse/SPARK-11714 ## How was this patch tested? Doc no test needed. Author: Stavros Kontopoulos <stavros.kontopoulos@lightbend.com> Closes #14667 from skonto/add_doc.
* [SPARK-17089][DOCS] Remove api doc link for mapReduceTriplets operatorsandy2016-08-161-3/+2
| | | | | | | | | | | | | | | ## What changes were proposed in this pull request? Remove the api doc link for mapReduceTriplets operator because in latest api they are remove so when user link to that api they will not get mapReduceTriplets there so its more good to remove than confuse the user. ## How was this patch tested? Run all the test cases ![screenshot from 2016-08-16 23-08-25](https://cloud.githubusercontent.com/assets/8075390/17709393/8cfbf75a-6406-11e6-98e6-38f7b319d833.png) Author: sandy <phalodi@gmail.com> Closes #14669 from phalodi/SPARK-17089.
* [MINOR][DOC] Correct code snippet results in quick start documentationlinbojin2016-08-161-5/+5
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? As README.md file is updated over time. Some code snippet outputs are not correct based on new README.md file. For example: ``` scala> textFile.count() res0: Long = 126 ``` should be ``` scala> textFile.count() res0: Long = 99 ``` This pr is to add comments to point out this problem so that new spark learners have a correct reference. Also, fixed a samll bug, inside current documentation, the outputs of linesWithSpark.count() without and with cache are different (one is 15 and the other is 19) ``` scala> val linesWithSpark = textFile.filter(line => line.contains("Spark")) linesWithSpark: org.apache.spark.rdd.RDD[String] = MapPartitionsRDD[2] at filter at <console>:27 scala> textFile.filter(line => line.contains("Spark")).count() // How many lines contain "Spark"? res3: Long = 15 ... scala> linesWithSpark.cache() res7: linesWithSpark.type = MapPartitionsRDD[2] at filter at <console>:27 scala> linesWithSpark.count() res8: Long = 19 ``` ## How was this patch tested? manual test: run `$ SKIP_API=1 jekyll serve --watch` Author: linbojin <linbojin203@gmail.com> Closes #14645 from linbojin/quick-start-documentation.
* [SPARK-12370][DOCUMENTATION] Documentation should link to examples …Jagadeesan2016-08-136-28/+28
| | | | | | | | | | | | ## What changes were proposed in this pull request? When documentation is built is should reference examples from the same build. There are times when the docs have links that point to files in the GitHub head which may not be valid on the current release. Changed that in URLs to make them point to the right tag in git using ```SPARK_VERSION_SHORT``` …from its own release version] [Streaming programming guide] Author: Jagadeesan <as2@us.ibm.com> Closes #14596 from jagadeesanas2/SPARK-12370.
* [DOC] add config option spark.ui.enabled into documentWeichenXu2016-08-121-0/+7
| | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? The configuration doc lost the config option `spark.ui.enabled` (default value is `true`) I think this option is important because many cases we would like to turn it off. so I add it. ## How was this patch tested? N/A Author: WeichenXu <WeichenXu123@outlook.com> Closes #14604 from WeichenXu123/add_doc_param_spark_ui_enabled.
* [MINOR][DOC] Fix style in examples across documentationhyukjinkwon2016-08-125-47/+47
| | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? This PR fixes the documentation as below: - Python has 4 spaces and Java and Scala has 2 spaces (See https://cwiki.apache.org/confluence/display/SPARK/Spark+Code+Style+Guide). - Avoid excessive parentheses and curly braces for anonymous functions. (See https://github.com/databricks/scala-style-guide#anonymous) ## How was this patch tested? N/A Author: hyukjinkwon <gurwls223@gmail.com> Closes #14593 from HyukjinKwon/minor-documentation.
* [SPARK-13081][PYSPARK][SPARK_SUBMIT] Allow set pythonExec of driver and ↵Jeff Zhang2016-08-111-2/+19
| | | | | | | | | | | | executor through conf… Before this PR, user have to export environment variable to specify the python of driver & executor which is not so convenient for users. This PR is trying to allow user to specify python through configuration "--pyspark-driver-python" & "--pyspark-executor-python" Manually test in local & yarn mode for pyspark-shell and pyspark batch mode. Author: Jeff Zhang <zjffdu@apache.org> Closes #13146 from zjffdu/SPARK-13081.
* [SPARK-16886][EXAMPLES][DOC] Fix some examples to be consistent and ↵hyukjinkwon2016-08-111-101/+101
| | | | | | | | | | | | | | | | | | | | | | | | | | | indentation in documentation ## What changes were proposed in this pull request? Originally this PR was based on #14491 but I realised that fixing examples are more sensible rather than comments. This PR fixes three things below: - Fix two wrong examples in `structured-streaming-programming-guide.md`. Loading via `read.load(..)` without `as` will be `Dataset<Row>` not `Dataset<String>` in Java. - Fix indentation across `structured-streaming-programming-guide.md`. Python has 4 spaces and Scala and Java have double spaces. These are inconsistent across the examples. - Fix `StructuredNetworkWordCountWindowed` and `StructuredNetworkWordCount` in Java and Scala to initially load `DataFrame` and `Dataset<Row>` to be consistent with the comments and some examples in `structured-streaming-programming-guide.md` and to match Scala and Java to Python one (Python one loads it as `DataFrame` initially). ## How was this patch tested? N/A Closes https://github.com/apache/spark/pull/14491 Author: hyukjinkwon <gurwls223@gmail.com> Author: Ganesh Chand <ganeshchand@Ganeshs-MacBook-Pro-2.local> Closes #14564 from HyukjinKwon/SPARK-16886.
* Correct example value for spark.ssl.YYY.XXX settingsAndrew Ash2016-08-111-2/+4
| | | | | | | | | | Docs adjustment to: - link to other relevant section of docs - correct statement about the only value when actually other values are supported Author: Andrew Ash <andrew@andrewash.com> Closes #14581 from ash211/patch-10.
* [SPARK-17010][MINOR][DOC] Wrong description in memory management documentTao Wang2016-08-101-1/+1
| | | | | | | | | | | | | | ## What changes were proposed in this pull request? change the remain percent to right one. ## How was this patch tested? Manual review Author: Tao Wang <wangtao111@huawei.com> Closes #14591 from WangTaoTheTonic/patch-1.
* [SPARK-14743][YARN] Add a configurable credential manager for Spark running ↵jerryshao2016-08-101-8/+14
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | on YARN ## What changes were proposed in this pull request? Add a configurable token manager for Spark on running on yarn. ### Current Problems ### 1. Supported token provider is hard-coded, currently only hdfs, hbase and hive are supported and it is impossible for user to add new token provider without code changes. 2. Also this problem exits in timely token renewer and updater. ### Changes In This Proposal ### In this proposal, to address the problems mentioned above and make the current code more cleaner and easier to understand, mainly has 3 changes: 1. Abstract a `ServiceTokenProvider` as well as `ServiceTokenRenewable` interface for token provider. Each service wants to communicate with Spark through token way needs to implement this interface. 2. Provide a `ConfigurableTokenManager` to manage all the register token providers, also token renewer and updater. Also this class offers the API for other modules to obtain tokens, get renewal interval and so on. 3. Implement 3 built-in token providers `HDFSTokenProvider`, `HiveTokenProvider` and `HBaseTokenProvider` to keep the same semantics as supported today. Whether to load in these built-in token providers is controlled by configuration "spark.yarn.security.tokens.${service}.enabled", by default for all the built-in token providers are loaded. ### Behavior Changes ### For the end user there's no behavior change, we still use the same configuration `spark.yarn.security.tokens.${service}.enabled` to decide which token provider is enabled (hbase or hive). For user implemented token provider (assume the name of token provider is "test") needs to add into this class should have two configurations: 1. `spark.yarn.security.tokens.test.enabled` to true 2. `spark.yarn.security.tokens.test.class` to the full qualified class name. So we still keep the same semantics as current code while add one new configuration. ### Current Status ### - [x] token provider interface and management framework. - [x] implement built-in token providers (hdfs, hbase, hive). - [x] Coverage of unit test. - [x] Integrated test with security cluster. ## How was this patch tested? Unit test and integrated test. Please suggest and review, any comment is greatly appreciated. Author: jerryshao <sshao@hortonworks.com> Closes #14065 from jerryshao/SPARK-16342.
* [SPARK-16927][SPARK-16923] Override task properties at dispatcher.Timothy Chen2016-08-101-0/+11
| | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? - enable setting default properties for all jobs submitted through the dispatcher [SPARK-16927] - remove duplication of conf vars on cluster submitted jobs [SPARK-16923] (this is a small fix, so I'm including in the same PR) ## How was this patch tested? mesos/spark integration test suite manual testing Author: Timothy Chen <tnachen@gmail.com> Closes #14511 from mgummelt/override-props.
* [SPARK-16956] Make ApplicationState.MAX_NUM_RETRY configurableJosh Rosen2016-08-091-0/+15
| | | | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? This patch introduces a new configuration, `spark.deploy.maxExecutorRetries`, to let users configure an obscure behavior in the standalone master where the master will kill Spark applications which have experienced too many back-to-back executor failures. The current setting is a hardcoded constant (10); this patch replaces that with a new cluster-wide configuration. **Background:** This application-killing was added in 6b5980da796e0204a7735a31fb454f312bc9daac (from September 2012) and I believe that it was designed to prevent a faulty application whose executors could never launch from DOS'ing the Spark cluster via an infinite series of executor launch attempts. In a subsequent patch (#1360), this feature was refined to prevent applications which have running executors from being killed by this code path. **Motivation for making this configurable:** Previously, if a Spark Standalone application experienced more than `ApplicationState.MAX_NUM_RETRY` executor failures and was left with no executors running then the Spark master would kill that application, but this behavior is problematic in environments where the Spark executors run on unstable infrastructure and can all simultaneously die. For instance, if your Spark driver runs on an on-demand EC2 instance while all workers run on ephemeral spot instances then it's possible for all executors to die at the same time while the driver stays alive. In this case, it may be desirable to keep the Spark application alive so that it can recover once new workers and executors are available. In order to accommodate this use-case, this patch modifies the Master to never kill faulty applications if `spark.deploy.maxExecutorRetries` is negative. I'd like to merge this patch into master, branch-2.0, and branch-1.6. ## How was this patch tested? I tested this manually using `spark-shell` and `local-cluster` mode. This is a tricky feature to unit test and historically this code has not changed very often, so I'd prefer to skip the additional effort of adding a testing framework and would rather rely on manual tests and review for now. Author: Josh Rosen <joshrosen@databricks.com> Closes #14544 from JoshRosen/add-setting-for-max-executor-failures.
* [SPARK-16809] enable history server links in dispatcher UIMichael Gummelt2016-08-091-0/+10
| | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? Links the Spark Mesos Dispatcher UI to the history server UI - adds spark.mesos.dispatcher.historyServer.url - explicitly generates frameworkIDs for the launched drivers, so the dispatcher knows how to correlate drivers and frameworkIDs ## How was this patch tested? manual testing Author: Michael Gummelt <mgummelt@mesosphere.io> Author: Sergiusz Urbaniak <sur@mesosphere.io> Closes #14414 from mgummelt/history-server.
* Update docs to include SASL support for RPCMichael Gummelt2016-08-082-4/+6
| | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? Update docs to include SASL support for RPC Evidence: https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/rpc/netty/NettyRpcEnv.scala#L63 ## How was this patch tested? Docs change only Author: Michael Gummelt <mgummelt@mesosphere.io> Closes #14549 from mgummelt/sasl.
* [SPARK-16911] Fix the links in the programming guideShivansh2016-08-073-106/+1
| | | | | | | | | | | | | | ## What changes were proposed in this pull request? Fix the broken links in the programming guide of the Graphx Migration and understanding closures ## How was this patch tested? By running the test cases and checking the links. Author: Shivansh <shiv4nsh@gmail.com> Closes #14503 from shiv4nsh/SPARK-16911.
* [SPARK-16870][DOCS] Summary:add "spark.sql.broadcastTimeout" into ↵keliang2016-08-071-0/+9
| | | | | | | | | | | | | | | | | | | | | | | docs/sql-programming-gu… ## What changes were proposed in this pull request? default value for spark.sql.broadcastTimeout is 300s. and this property do not show in any docs of spark. so add "spark.sql.broadcastTimeout" into docs/sql-programming-guide.md to help people to how to fix this timeout error when it happenned ## How was this patch tested? not need (If this patch involves UI changes, please attach a screenshot; otherwise, remove this) …ide.md JIRA_ID:SPARK-16870 Description:default value for spark.sql.broadcastTimeout is 300s. and this property do not show in any docs of spark. so add "spark.sql.broadcastTimeout" into docs/sql-programming-guide.md to help people to how to fix this timeout error when it happenned Test:done Author: keliang <keliang@cmss.chinamobile.com> Closes #14477 from biglobster/keliang.
* [SPARK-16932][DOCS] Changed programming guide to not reference old ↵Bryan Cutler2016-08-071-14/+27
| | | | | | | | | | | | | | | accumulator API in Scala ## What changes were proposed in this pull request? In the programming guide, the accumulator section mixes up both the old and new APIs causing it to be confusing. This is not necessary for Scala, so all references to the old API are removed. For Java, it is somewhat fixed up except for the example of a custom accumulator because I don't think an API exists yet. Python has not currently implemented the new API. ## How was this patch tested? built doc locally Author: Bryan Cutler <cutlerb@gmail.com> Closes #14516 from BryanCutler/fixup-accumulator-programming-guide-SPARK-15702.
* document that Mesos cluster mode supports pythonMichael Gummelt2016-08-071-1/+2
| | | | | | | | update docs to be consistent with SPARK-14645 https://issues.apache.org/jira/browse/SPARK-14645 Author: Michael Gummelt <mgummelt@mesosphere.io> Closes #14514 from mgummelt/fix-docs.
* [SPARK-16312][STREAMING][KAFKA][DOC] Doc for Kafka 0.10 integrationcody koeninger2016-08-054-207/+452
| | | | | | | | | | | | ## What changes were proposed in this pull request? Doc for the Kafka 0.10 integration ## How was this patch tested? Scala code examples were taken from my example repo, so hopefully they compile. Author: cody koeninger <cody@koeninger.org> Closes #14385 from koeninger/SPARK-16312.
* [SPARK-15074][SHUFFLE] Cache shuffle index file to speedup shuffle fetchSital Kedia2016-08-041-0/+7
| | | | | | | | | | | | | | ## What changes were proposed in this pull request? Shuffle fetch on large intermediate dataset is slow because the shuffle service open/close the index file for each shuffle fetch. This change introduces a cache for the index information so that we can avoid accessing the index files for each block fetch ## How was this patch tested? Tested by running a job on the cluster and the shuffle read time was reduced by 50%. Author: Sital Kedia <skedia@fb.com> Closes #12944 from sitalkedia/shuffle_service.
* [SPARK-16822][DOC] Support latex in scaladoc.Shuai Lin2016-08-021-0/+20
| | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? Support using latex in scaladoc by adding MathJax javascript to the js template. ## How was this patch tested? Generated scaladoc. Preview: - LogisticGradient: [before](https://spark.apache.org/docs/2.0.0/api/scala/index.html#org.apache.spark.mllib.optimization.LogisticGradient) and [after](https://sparkdocs.lins05.pw/spark-16822/api/scala/index.html#org.apache.spark.mllib.optimization.LogisticGradient) - MinMaxScaler: [before](https://spark.apache.org/docs/2.0.0/api/scala/index.html#org.apache.spark.ml.feature.MinMaxScaler) and [after](https://sparkdocs.lins05.pw/spark-16822/api/scala/index.html#org.apache.spark.ml.feature.MinMaxScaler) Author: Shuai Lin <linshuai2012@gmail.com> Closes #14438 from lins05/spark-16822-support-latex-in-scaladoc.
* [SPARK-16734][EXAMPLES][SQL] Revise examples of all language bindingsCheng Lian2016-08-021-42/+14
| | | | | | | | | | | | | | ## What changes were proposed in this pull request? This PR makes various minor updates to examples of all language bindings to make sure they are consistent with each other. Some typos and missing parts (JDBC example in Scala/Java/Python) are also fixed. ## How was this patch tested? Manually tested. Author: Cheng Lian <lian@databricks.com> Closes #14368 from liancheng/revise-examples.
* [SPARK-16761][DOC][ML] Fix doc link in docs/ml-guide.mdSun Dapeng2016-07-291-1/+1
| | | | | | | | | | | | | | ## What changes were proposed in this pull request? Fix the link at http://spark.apache.org/docs/latest/ml-guide.html. ## How was this patch tested? None Author: Sun Dapeng <sdp@apache.org> Closes #14386 from sundapeng/doclink.
* [SPARK-16637] Unified containerizerMichael Gummelt2016-07-292-1/+11
| | | | | | | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? New config var: spark.mesos.docker.containerizer={"mesos","docker" (default)} This adds support for running docker containers via the Mesos unified containerizer: http://mesos.apache.org/documentation/latest/container-image/ The benefit is losing the dependency on `dockerd`, and all the costs which it incurs. I've also updated the supported Mesos version to 0.28.2 for support of the required protobufs. This is blocked on: https://github.com/apache/spark/pull/14167 ## How was this patch tested? - manually testing jobs submitted with both "mesos" and "docker" settings for the new config var. - spark/mesos integration test suite Author: Michael Gummelt <mgummelt@mesosphere.io> Closes #14275 from mgummelt/unified-containerizer.
* [MINOR][DOC] missing keyword newBartek Wiśniewski2016-07-271-1/+1
| | | | | | | | | | | | | | ## What changes were proposed in this pull request? added missing keyword for java example ## How was this patch tested? wasn't Author: Bartek Wiśniewski <wedi@Ava.local> Closes #14381 from wedi-dev/quickfix/missing_keyword.
* [SPARK-5847][CORE] Allow for configuring MetricsSystem's use of app ID to ↵Mark Grover2016-07-271-0/+12
| | | | | | | | | | | | | | | | | | | | | | | | | | namespace all metrics ## What changes were proposed in this pull request? Adding a new property to SparkConf called spark.metrics.namespace that allows users to set a custom namespace for executor and driver metrics in the metrics systems. By default, the root namespace used for driver or executor metrics is the value of `spark.app.id`. However, often times, users want to be able to track the metrics across apps for driver and executor metrics, which is hard to do with application ID (i.e. `spark.app.id`) since it changes with every invocation of the app. For such use cases, users can set the `spark.metrics.namespace` property to another spark configuration key like `spark.app.name` which is then used to populate the root namespace of the metrics system (with the app name in our example). `spark.metrics.namespace` property can be set to any arbitrary spark property key, whose value would be used to set the root namespace of the metrics system. Non driver and executor metrics are never prefixed with `spark.app.id`, nor does the `spark.metrics.namespace` property have any such affect on such metrics. ## How was this patch tested? Added new unit tests, modified existing unit tests. Author: Mark Grover <mark@apache.org> Closes #14270 from markgrover/spark-5847.
* [SPARK-15271][MESOS] Allow force pulling executor docker imagesPhilipp Hoffmann2016-07-262-1/+13
| | | | | | | | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? (Please fill in changes proposed in this fix) ## How was this patch tested? (Please explain how this patch was tested. E.g. unit tests, integration tests, manual tests) (If this patch involves UI changes, please attach a screenshot; otherwise, remove this) Mesos agents by default will not pull docker images which are cached locally already. In order to run Spark executors from mutable tags like `:latest` this commit introduces a Spark setting (`spark.mesos.executor.docker.forcePullImage`). Setting this flag to true will tell the Mesos agent to force pull the docker image (default is `false` which is consistent with the previous implementation and Mesos' default behaviour). Author: Philipp Hoffmann <mail@philipphoffmann.de> Closes #14348 from philipphoffmann/force-pull-image.
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