This causes an unrecoverable error for applications that are running for longer
than 7 days that have jars added to the SparkContext, as the jars are cleaned up
even though the application is still running.
Author: Aaron Davidson <aaron@databricks.com>
Closes#800 from aarondav/shitty-defaults and squashes the following commits:
a573fbb [Aaron Davidson] SPARK-1860: Do not cleanup application work/ directories by default
Author: Huajian Mao <huajianmao@gmail.com>
Closes#798 from huajianmao/patch-1 and squashes the following commits:
208a454 [Huajian Mao] A typo in Task
1b515af [Huajian Mao] A typo in the message
Fixes a misplaced comment from #785.
@pwendell
Author: Prashant Sharma <prashant.s@imaginea.com>
Closes#788 from ScrapCodes/patch-1 and squashes the following commits:
3ef6a69 [Prashant Sharma] Update package-info.java
67d9461 [Prashant Sharma] Update package-info.java
Author: Michael Armbrust <michael@databricks.com>
Closes#797 from marmbrus/smallInt and squashes the following commits:
2db9dae [Michael Armbrust] Fix tiny/small ints from HiveMetastore.
This patch replaces colon in several filenames with dash to make these filenames Windows compatible.
Author: Stevo Slavić <sslavic@gmail.com>
Author: Stevo Slavic <sslavic@gmail.com>
Closes#739 from sslavic/SPARK-1803 and squashes the following commits:
3ec66eb [Stevo Slavic] Removed extra empty line which was causing test to fail
b967cc3 [Stevo Slavić] Aligned tests and names of test resources
2b12776 [Stevo Slavić] Fixed a typo in file name
1c5dfff [Stevo Slavić] Replaced colon in file name with dash
8f5bf7f [Stevo Slavić] Replaced colon in file name with dash
c5b5083 [Stevo Slavić] Replaced colon in file name with dash
a49801f [Stevo Slavić] Replaced colon in file name with dash
401d99e [Stevo Slavić] Replaced colon in file name with dash
40a9621 [Stevo Slavić] Replaced colon in file name with dash
4774580 [Stevo Slavić] Replaced colon in file name with dash
004f8bb [Stevo Slavić] Replaced colon in file name with dash
d6a3e2c [Stevo Slavić] Replaced colon in file name with dash
b585126 [Stevo Slavić] Replaced colon in file name with dash
028e48a [Stevo Slavić] Replaced colon in file name with dash
ece0507 [Stevo Slavić] Replaced colon in file name with dash
84f5d2f [Stevo Slavić] Replaced colon in file name with dash
2fc7854 [Stevo Slavić] Replaced colon in file name with dash
9e1467d [Stevo Slavić] Replaced colon in file name with dash
...s
Author: Sandy Ryza <sandy@cloudera.com>
Closes#795 from sryza/sandy-spark-1851 and squashes the following commits:
79c8227 [Sandy Ryza] SPARK-1851. Upgrade Avro dependency to 1.7.6 so Spark can read Avro files
`model.predict` returns a RDD of Scala primitive type (Int/Double), which is recognized as Object in Java. Adding predict(JavaRDD) could make life easier for Java users.
Added tests for KMeans, LinearRegression, and NaiveBayes.
Will update examples after https://github.com/apache/spark/pull/653 gets merged.
cc: @srowen
Author: Xiangrui Meng <meng@databricks.com>
Closes#670 from mengxr/predict-javardd and squashes the following commits:
b77ccd8 [Xiangrui Meng] Merge branch 'master' into predict-javardd
43caac9 [Xiangrui Meng] add predict(JavaRDD) to RegressionModel, ClassificationModel, and KMeans
`GetField.nullable` should be `true` not only when `field.nullable` is `true` but also when `child.nullable` is `true`.
Author: Takuya UESHIN <ueshin@happy-camper.st>
Closes#757 from ueshin/issues/SPARK-1819 and squashes the following commits:
8781a11 [Takuya UESHIN] Modify a test to use named parameters.
5bfc77d [Takuya UESHIN] Fix GetField.nullable.
...Scala collections.
When I execute `orderBy` or `limit` for `SchemaRDD` including `ArrayType` or `MapType`, `SparkSqlSerializer` throws the following exception:
```
com.esotericsoftware.kryo.KryoException: Class cannot be created (missing no-arg constructor): scala.collection.immutable.$colon$colon
```
or
```
com.esotericsoftware.kryo.KryoException: Class cannot be created (missing no-arg constructor): scala.collection.immutable.Vector
```
or
```
com.esotericsoftware.kryo.KryoException: Class cannot be created (missing no-arg constructor): scala.collection.immutable.HashMap$HashTrieMap
```
and so on.
This is because registrations of serializers for each concrete collections are missing in `SparkSqlSerializer`.
I believe it should use `AllScalaRegistrar`.
`AllScalaRegistrar` covers a lot of serializers for concrete classes of `Seq`, `Map` for `ArrayType`, `MapType`.
Author: Takuya UESHIN <ueshin@happy-camper.st>
Closes#790 from ueshin/issues/SPARK-1845 and squashes the following commits:
d1ed992 [Takuya UESHIN] Use AllScalaRegistrar for SparkSqlSerializer to register serializers of Scala collections.
https://issues.apache.org/jira/browse/SPARK-1846
Author: Andrew Ash <andrew@andrewash.com>
Closes#793 from ash211/SPARK-1846 and squashes the following commits:
3f50db5 [Andrew Ash] SPARK-1846 Ignore logs directory in RAT checks
Because we've added java package descriptions in some packages that don't
have any Java files, running the Javadoc target hits this issue:
http://bugs.sun.com/bugdatabase/view_bug.do?bug_id=4492654
To fix this I've simply removed the javadoc target when publishing
releases.
Author: witgo <witgo@qq.com>
Closes#754 from witgo/commons-lang and squashes the following commits:
3ebab31 [witgo] merge master
f3b8fa2 [witgo] merge master
2083fae [witgo] repeat definition
5599cdb [witgo] multiple version of sbt dependency
c1b66a1 [witgo] fix different versions of commons-lang dependency
This is a few changes based on the original patch by @scrapcodes.
Author: Prashant Sharma <prashant.s@imaginea.com>
Author: Patrick Wendell <pwendell@gmail.com>
Closes#785 from pwendell/package-docs and squashes the following commits:
c32b731 [Patrick Wendell] Changes based on Prashant's patch
c0463d3 [Prashant Sharma] added eof new line
ce8bf73 [Prashant Sharma] Added eof new line to all files.
4c35f2e [Prashant Sharma] SPARK-1563 Add package-info.java and package.scala files for all packages that appear in docs
Author: Patrick Wendell <pwendell@gmail.com>
Closes#784 from pwendell/group-by-key and squashes the following commits:
9b4505f [Patrick Wendell] Small fix
6347924 [Patrick Wendell] Documentation: Encourage use of reduceByKey instead of groupByKey.
This is an addition of some stuff that was missed in https://issues.apache.org/jira/browse/SPARK-1567. I've also updated the doc to show submitting the Python application with spark-submit.
Author: Matei Zaharia <matei@databricks.com>
Closes#782 from mateiz/spark-1567-extra and squashes the following commits:
6f8f2aa [Matei Zaharia] tweaks
9ed9874 [Matei Zaharia] tweaks
ae67c3e [Matei Zaharia] tweak
b303ba3 [Matei Zaharia] tweak
1433a4d [Matei Zaharia] Add language tabs and Python version to interactive part of quick-start guide
Running SparkPi example gave this error.
```
Pi is roughly 3.14374
14/05/14 18:16:19 ERROR Utils: Uncaught exception in thread SparkListenerBus
scala.runtime.NonLocalReturnControl$mcV$sp
```
This is due to the catch-all in the SparkListenerBus, which logged control throwable used by scala system
Author: Tathagata Das <tathagata.das1565@gmail.com>
Closes#783 from tdas/controlexception-fix and squashes the following commits:
a466c8d [Tathagata Das] Ignored control exceptions when logging all exceptions.
private[streaming] def defaultPartitioner(numPartitions: Int = self.ssc.sc.defaultParallelism){
new HashPartitioner(numPartitions)
}
it represents that the default task number in Spark Streaming relies on the variable defaultParallelism in SparkContext, which is decided by the config property spark.default.parallelism
the property "spark.default.parallelism" refers to https://github.com/apache/spark/pull/389
Author: Chen Chao <crazyjvm@gmail.com>
Closes#766 from CrazyJvm/patch-7 and squashes the following commits:
0b7efba [Chen Chao] Update streaming-programming-guide.md
cc5b66c [Chen Chao] default task number misleading in several places
Author: wangfei <scnbwf@yeah.net>
Closes#765 from scwf/dslfix and squashes the following commits:
d2d1a9d [wangfei] Update package.scala
66ff53b [wangfei] fix the head notation of package object dsl
Author: andrewor14 <andrewor14@gmail.com>
Closes#780 from andrewor14/submit-typo and squashes the following commits:
e70e057 [andrewor14] propertes -> properties
It doesn't affect existing code because only `alpha = 1.0` is used in the code.
Author: Xiangrui Meng <meng@databricks.com>
Closes#778 from mengxr/mllib-dspr-fix and squashes the following commits:
a37402e [Xiangrui Meng] use alpha in dense dspr
After having been invited to make the change in 6bee01dd04 (commitcomment-6284165) by @witgo.
Author: Jacek Laskowski <jacek@japila.pl>
Closes#748 from jaceklaskowski/sparkenv-string-interpolation and squashes the following commits:
be6ebac [Jacek Laskowski] String interpolation + some other small changes
The default constructor loads default properties, which can fail the test.
Author: Xiangrui Meng <meng@databricks.com>
Closes#775 from mengxr/pyspark-conf-fix and squashes the following commits:
83ef6c4 [Xiangrui Meng] do not load defaults when testing SparkConf in pyspark
This is nicer than relying on new SparkContext(new SparkConf())
Author: Patrick Wendell <pwendell@gmail.com>
Closes#774 from pwendell/spark-context and squashes the following commits:
ef9f12f [Patrick Wendell] SPARK-1833 - Have an empty SparkContext constructor.
As "99 ms" up to 99 ms
As "0.1 s" from 0.1 s up to 0.9 s
https://issues.apache.org/jira/browse/SPARK-1829
Compare the first image to the second here: http://imgur.com/RaLEsSZ,7VTlgfo#0
Author: Andrew Ash <andrew@andrewash.com>
Closes#768 from ash211/spark-1829 and squashes the following commits:
1c15b8e [Andrew Ash] SPARK-1829 Format sub-second durations more appropriately
If the intended behavior was that uncaught exceptions thrown in functions being run by the Akka scheduler would end up being handled by the default uncaught exception handler set in Executor, and if that behavior is, in fact, correct, then this is a way to accomplish that. I'm not certain, though, that we shouldn't be doing something different to handle uncaught exceptions from some of these scheduled functions.
In any event, this PR covers all of the cases I comment on in [SPARK-1620](https://issues.apache.org/jira/browse/SPARK-1620).
Author: Mark Hamstra <markhamstra@gmail.com>
Closes#622 from markhamstra/SPARK-1620 and squashes the following commits:
071d193 [Mark Hamstra] refactored post-SPARK-1772
1a6a35e [Mark Hamstra] another style fix
d30eb94 [Mark Hamstra] scalastyle
3573ecd [Mark Hamstra] Use wrapped try/catch in Utils.tryOrExit
8fc0439 [Mark Hamstra] Make functions run by the Akka scheduler use Executor's UncaughtExceptionHandler
See https://issues.apache.org/jira/browse/SPARK-1828 for more information.
This is being submitted to Jenkin's for testing. The dependency won't fully
propagate in Maven central for a few more hours.
Author: Patrick Wendell <pwendell@gmail.com>
Closes#767 from pwendell/hive-shaded and squashes the following commits:
ea10ac5 [Patrick Wendell] SPARK-1828: Created forked version of hive-exec that doesn't bundle other dependencies
Place more emphasis on using precompiled binary versions of Spark and Mesos
instead of encouraging the reader to compile from source.
Author: Andrew Ash <andrew@andrewash.com>
Closes#756 from ash211/spark-1818 and squashes the following commits:
7ef3b33 [Andrew Ash] Brief explanation of the interactions between Spark and Mesos
e7dea8e [Andrew Ash] Add troubleshooting and debugging section
956362d [Andrew Ash] Don't need to pass spark.executor.uri into the spark shell
de3353b [Andrew Ash] Wrap to 100char
7ebf6ef [Andrew Ash] Polish on the section on Mesos Master URLs
3dcc2c1 [Andrew Ash] Use --tgz parameter of make-distribution
41b68ed [Andrew Ash] Period at end of sentence; formatting on :5050
8bf2c53 [Andrew Ash] Update site.MESOS_VERSIOn to match /pom.xml
74f2040 [Andrew Ash] SPARK-1818 Freshen Mesos documentation
LICENSE and NOTICE policy is explained here:
http://www.apache.org/dev/licensing-howto.htmlhttp://www.apache.org/legal/3party.html
This leads to the following changes.
First, this change enables two extensions to maven-shade-plugin in assembly/ that will try to include and merge all NOTICE and LICENSE files. This can't hurt.
This generates a consolidated NOTICE file that I manually added to NOTICE.
Next, a list of all dependencies and their licenses was generated:
`mvn ... license:aggregate-add-third-party`
to create: `target/generated-sources/license/THIRD-PARTY.txt`
Each dependency is listed with one or more licenses. Determine the most-compatible license for each if there is more than one.
For "unknown" license dependencies, I manually evaluateD their license. Many are actually Apache projects or components of projects covered already. The only non-trivial one was Colt, which has its own (compatible) license.
I ignored Apache-licensed and public domain dependencies as these require no further action (beyond NOTICE above).
BSD and MIT licenses (permissive Category A licenses) are evidently supposed to be mentioned in LICENSE, so I added a section without output from the THIRD-PARTY.txt file appropriately.
Everything else, Category B licenses, are evidently mentioned in NOTICE (?) Same there.
LICENSE contained some license statements for source code that is redistributed. I left this as I think that is the right place to put it.
Author: Sean Owen <sowen@cloudera.com>
Closes#770 from srowen/SPARK-1827 and squashes the following commits:
a764504 [Sean Owen] Add LICENSE and NOTICE info for all transitive dependencies as of 1.0
Pretty self-explanatory
Author: Tathagata Das <tathagata.das1565@gmail.com>
Closes#722 from tdas/example-fix and squashes the following commits:
7839979 [Tathagata Das] Minor changes.
0673441 [Tathagata Das] Fixed java docs of java streaming example
e687123 [Tathagata Das] Fixed scala style errors.
9b8d112 [Tathagata Das] Fixed streaming examples docs to use run-example instead of spark-submit.
This PR replaces the Schedulable data structures in Pool.scala with thread-safe ones from java. Note that Scala's `with SynchronizedBuffer` trait is soon to be deprecated in 2.11 because it is ["inherently unreliable"](http://www.scala-lang.org/api/2.11.0/index.html#scala.collection.mutable.SynchronizedBuffer). We should slowly drift away from `SynchronizedBuffer` in other places too.
Note that this PR introduces an API-breaking change; `sc.getAllPools` now returns an Array rather than an ArrayBuffer. This is because we want this method to return an immutable copy rather than one may potentially confuse the user if they try to modify the copy, which takes no effect on the original data structure.
Author: Andrew Or <andrewor14@gmail.com>
Closes#762 from andrewor14/pool-npe and squashes the following commits:
383e739 [Andrew Or] JavaConverters -> JavaConversions
3f32981 [Andrew Or] Merge branch 'master' of github.com:apache/spark into pool-npe
769be19 [Andrew Or] Assorted minor changes
2189247 [Andrew Or] Merge branch 'master' of github.com:apache/spark into pool-npe
05ad9e9 [Andrew Or] Fix test - contains is not the same as containsKey
0921ea0 [Andrew Or] var -> val
07d720c [Andrew Or] Synchronize Schedulable data structures
Author: Marcelo Vanzin <vanzin@cloudera.com>
Closes#763 from vanzin/netty-dep-hell and squashes the following commits:
dfb6ce2 [Marcelo Vanzin] Fix dep exclusion: avro-ipc, not avro, depends on netty.
...loper api
Author: Koert Kuipers <koert@tresata.com>
Closes#764 from koertkuipers/feat-rdd-developerapi and squashes the following commits:
8516dd2 [Koert Kuipers] SPARK-1801. expose InterruptibleIterator and TaskKilledException in developer api
Add the implementation for ApproximateCountDistinct to SparkSql. We use the HyperLogLog algorithm implemented in stream-lib, and do the count in two phases: 1) counting the number of distinct elements in each partitions, and 2) merge the HyperLogLog results from different partitions.
A simple serializer and test cases are added as well.
Author: larvaboy <larvaboy@gmail.com>
Closes#737 from larvaboy/master and squashes the following commits:
bd8ef3f [larvaboy] Add support of user-provided standard deviation to ApproxCountDistinct.
9ba8360 [larvaboy] Fix alignment and null handling issues.
95b4067 [larvaboy] Add a test case for count distinct and approximate count distinct.
f57917d [larvaboy] Add the parser for the approximate count.
a2d5d10 [larvaboy] Add ApproximateCountDistinct aggregates and functions.
7ad273a [larvaboy] Add SparkSql serializer for HyperLogLog.
1d9aacf [larvaboy] Fix a minor typo in the toString method of the Count case class.
653542b [larvaboy] Fix a couple of minor typos.
This change adds a new partitioner which allows users
to specify # of keys per partition.
Author: Syed Hashmi <shashmi@cloudera.com>
Closes#721 from syedhashmi/master and squashes the following commits:
4ca94cc [Syed Hashmi] [SPARK-1784] Add a new partitioner
Author: Michael Armbrust <michael@databricks.com>
Closes#761 from marmbrus/existingContext and squashes the following commits:
4651051 [Michael Armbrust] Make it possible to create Java/Python SQLContexts from an existing Scala SQLContext.
JIRA issue: [SPARK-1527](https://issues.apache.org/jira/browse/SPARK-1527)
getName() only gets the last component of the file path. When deleting test-generated directories,
we should pass the generated directory's absolute path to DiskBlockManager.
Author: Ye Xianjin <advancedxy@gmail.com>
This patch had conflicts when merged, resolved by
Committer: Patrick Wendell <pwendell@gmail.com>
Closes#436 from advancedxy/SPARK-1527 and squashes the following commits:
4678bab [Ye Xianjin] change rootDir*.getname to rootDir*.getAbsolutePath so the temporary directories are deleted when the test is finished.
The solution is to wrap a try / catch / log around the posting of each event to each listener.
Author: Andrew Or <andrewor14@gmail.com>
Closes#759 from andrewor14/listener-die and squashes the following commits:
aee5107 [Andrew Or] Merge branch 'master' of github.com:apache/spark into listener-die
370939f [Andrew Or] Remove two layers of indirection
422d278 [Andrew Or] Explicitly throw an exception instead of 1 / 0
0df0e2a [Andrew Or] Try/catch and log exceptions when posting events
Summary:
https://issues.apache.org/jira/browse/SPARK-1791
Simple fix, and backward compatible, since
- anyone who set the threshold was getting completely wrong answers.
- anyone who did not set the threshold had the default 0.0 value for the threshold anyway.
Test Plan:
Unit test added that is verified to fail under the old implementation,
and pass under the new implementation.
Reviewers:
CC:
Author: Andrew Tulloch <andrew@tullo.ch>
Closes#725 from ajtulloch/SPARK-1791-SVM and squashes the following commits:
770f55d [Andrew Tulloch] SPARK-1791 - SVM implementation does not use threshold parameter
This patch checks top-level closure arguments to `ClosureCleaner.clean` for `return` statements and raises an exception if it finds any. This is mainly a user-friendliness addition, since programs with return statements in closure arguments will currently fail upon RDD actions with a less-than-intuitive error message.
Author: William Benton <willb@redhat.com>
Closes#717 from willb/spark-571 and squashes the following commits:
c41eb7d [William Benton] Another test case for SPARK-571
30c42f4 [William Benton] Stylistic cleanups
559b16b [William Benton] Stylistic cleanups from review
de13b79 [William Benton] Style fixes
295b6a5 [William Benton] Forbid return statements in closure arguments.
b017c47 [William Benton] Added a test for SPARK-571
Author: Sandy Ryza <sandy@cloudera.com>
Closes#753 from sryza/sandy-spark-1815 and squashes the following commits:
957a8ac [Sandy Ryza] SPARK-1815. SparkContext should not be marked DeveloperApi
YARN
- SparkPi was updated to not take in master as an argument; we should update the docs to reflect that.
- The default YARN build guide should be in maven, not sbt.
- This PR also adds a paragraph on steps to debug a YARN application.
Standalone
- Emphasize spark-submit more. Right now it's one small paragraph preceding the legacy way of launching through `org.apache.spark.deploy.Client`.
- The way we set configurations / environment variables according to the old docs is outdated. This needs to reflect changes introduced by the Spark configuration changes we made.
In general, this PR also adds a little more documentation on the new spark-shell, spark-submit, spark-defaults.conf etc here and there.
Author: Andrew Or <andrewor14@gmail.com>
Closes#701 from andrewor14/yarn-docs and squashes the following commits:
e2c2312 [Andrew Or] Merge in changes in #752 (SPARK-1814)
25cfe7b [Andrew Or] Merge in the warning from SPARK-1753
a8c39c5 [Andrew Or] Minor changes
336bbd9 [Andrew Or] Tabs -> spaces
4d9d8f7 [Andrew Or] Merge branch 'master' of github.com:apache/spark into yarn-docs
041017a [Andrew Or] Abstract Spark submit documentation to cluster-overview.html
3cc0649 [Andrew Or] Detail how to set configurations + remove legacy instructions
5b7140a [Andrew Or] Merge branch 'master' of github.com:apache/spark into yarn-docs
85a51fc [Andrew Or] Update run-example, spark-shell, configuration etc.
c10e8c7 [Andrew Or] Merge branch 'master' of github.com:apache/spark into yarn-docs
381fe32 [Andrew Or] Update docs for standalone mode
757c184 [Andrew Or] Add a note about the requirements for the debugging trick
f8ca990 [Andrew Or] Merge branch 'master' of github.com:apache/spark into yarn-docs
924f04c [Andrew Or] Revert addition of --deploy-mode
d5fe17b [Andrew Or] Update the YARN docs
What they really mean is SPARK_DAEMON_***JAVA***_OPTS
Author: Andrew Or <andrewor14@gmail.com>
Closes#751 from andrewor14/spark-daemon-opts and squashes the following commits:
70c41f9 [Andrew Or] SPARK_DAEMON_OPTS -> SPARK_DAEMON_JAVA_OPTS
https://issues.apache.org/jira/browse/SPARK-1757
The first test succeeds, but the second test fails with exception:
```
[info] - save and load case class RDD with Nones as parquet *** FAILED *** (14 milliseconds)
[info] java.lang.RuntimeException: Unsupported datatype StructType(List())
[info] at scala.sys.package$.error(package.scala:27)
[info] at org.apache.spark.sql.parquet.ParquetTypesConverter$.fromDataType(ParquetRelation.scala:201)
[info] at org.apache.spark.sql.parquet.ParquetTypesConverter$$anonfun$1.apply(ParquetRelation.scala:235)
[info] at org.apache.spark.sql.parquet.ParquetTypesConverter$$anonfun$1.apply(ParquetRelation.scala:235)
[info] at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:244)
[info] at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:244)
[info] at scala.collection.immutable.List.foreach(List.scala:318)
[info] at scala.collection.TraversableLike$class.map(TraversableLike.scala:244)
[info] at scala.collection.AbstractTraversable.map(Traversable.scala:105)
[info] at org.apache.spark.sql.parquet.ParquetTypesConverter$.convertFromAttributes(ParquetRelation.scala:234)
[info] at org.apache.spark.sql.parquet.ParquetTypesConverter$.writeMetaData(ParquetRelation.scala:267)
[info] at org.apache.spark.sql.parquet.ParquetRelation$.createEmpty(ParquetRelation.scala:143)
[info] at org.apache.spark.sql.parquet.ParquetRelation$.create(ParquetRelation.scala:122)
[info] at org.apache.spark.sql.execution.SparkStrategies$ParquetOperations$.apply(SparkStrategies.scala:139)
[info] at org.apache.spark.sql.catalyst.planning.QueryPlanner$$anonfun$1.apply(QueryPlanner.scala:58)
[info] at org.apache.spark.sql.catalyst.planning.QueryPlanner$$anonfun$1.apply(QueryPlanner.scala:58)
[info] at scala.collection.Iterator$$anon$13.hasNext(Iterator.scala:371)
[info] at org.apache.spark.sql.catalyst.planning.QueryPlanner.apply(QueryPlanner.scala:59)
[info] at org.apache.spark.sql.SQLContext$QueryExecution.sparkPlan$lzycompute(SQLContext.scala:264)
[info] at org.apache.spark.sql.SQLContext$QueryExecution.sparkPlan(SQLContext.scala:264)
[info] at org.apache.spark.sql.SQLContext$QueryExecution.executedPlan$lzycompute(SQLContext.scala:265)
[info] at org.apache.spark.sql.SQLContext$QueryExecution.executedPlan(SQLContext.scala:265)
[info] at org.apache.spark.sql.SQLContext$QueryExecution.toRdd$lzycompute(SQLContext.scala:268)
[info] at org.apache.spark.sql.SQLContext$QueryExecution.toRdd(SQLContext.scala:268)
[info] at org.apache.spark.sql.SchemaRDDLike$class.saveAsParquetFile(SchemaRDDLike.scala:66)
[info] at org.apache.spark.sql.SchemaRDD.saveAsParquetFile(SchemaRDD.scala:98)
```
Author: Andrew Ash <andrew@andrewash.com>
Author: Michael Armbrust <michael@databricks.com>
Closes#690 from ash211/rdd-parquet-save and squashes the following commits:
747a0b9 [Andrew Ash] Merge pull request #1 from marmbrus/pr/690
54bd00e [Michael Armbrust] Need to put Option first since Option <: Seq.
8f3f281 [Andrew Ash] SPARK-1757 Add failing test for saving SparkSQL Schemas with Option[?] fields as parquet
As I mentioned in SPARK-1765, there is a word 'JXM' in monitoring.md.
I think it's typo for 'JMX'.
Author: Kousuke Saruta <sarutak@oss.nttdata.co.jp>
Closes#698 from sarutak/SPARK-1765 and squashes the following commits:
bae9843 [Kousuke Saruta] modified a typoe in monitoring.md
Documentation for L-BFGS, and an example of training binary L2 logistic regression using L-BFGS.
Author: DB Tsai <dbtsai@alpinenow.com>
Closes#702 from dbtsai/dbtsai-lbfgs-doc and squashes the following commits:
0712215 [DB Tsai] Update
38fdfa1 [DB Tsai] Removed extra empty line
5745b64 [DB Tsai] Update again
e9e418e [DB Tsai] Update
7381521 [DB Tsai] L-BFGS Documentation
Author: Andrew Ash <andrew@andrewash.com>
Closes#743 from ash211/patch-4 and squashes the following commits:
c959f3b [Andrew Ash] Typo: resond -> respond