SPARK-1467: Make StorageLevel.apply() factory methods Developer APIs

We may want to evolve these in the future to add things like SSDs, so let's mark them as experimental for now. Long-term the right solution might be some kind of builder. The stable API should be the existing StorageLevel constants.

Author: Sandeep <sandeep@techaddict.me>

Closes #551 from techaddict/SPARK-1467 and squashes the following commits:

6bdda24 [Sandeep] SPARK-1467: Make StorageLevel.apply() factory methods as Developer Api's We may want to evolve these in the future to add things like SSDs, so let's mark them as experimental for now. Long-term the right solution might be some kind of builder. The stable API should be the existing StorageLevel constants.
SPARK-1606: Infer user application arguments instead of requiring --arg.

This modifies spark-submit to do something more like the Hadoop `jar`
command. Now we have the following syntax:

./bin/spark-submit [options] user.jar [user options]

Author: Patrick Wendell <pwendell@gmail.com>

Closes #563 from pwendell/spark-submit and squashes the following commits:

32241fc [Patrick Wendell] Review feedback
3adfb69 [Patrick Wendell] Small fix
bc48139 [Patrick Wendell] SPARK-1606: Infer user application arguments instead of requiring --arg.
SPARK-1650: Correctly identify maven project version

Better account for various side-effect outputs while executing
"mvn help:evaluate -Dexpression=project.version"

Author: Rahul Singhal <rahul.singhal@guavus.com>

Closes #572 from rahulsinghaliitd/SPARK-1650 and squashes the following commits:

fd6a611 [Rahul Singhal] SPARK-1650: Correctly identify maven project version
SPARK-1648 Support closing JIRA's as part of merge script.

Adds an automated hook in the merge script that can close the JIRA,
set the fix versions, and leave a comment on the JIRA indicating the
PR in which it was resolved. This ensures that (a) we always close JIRA's
when issues are merged and (b) there is a link to the pull request in every JIRA.

This requires a python library called `jira-client`. We could look at embedding this
library in our project, but it seemed simple enough to just gracefully disable this
feature if it is not installed. It can be installed with `pip install jira-client`.

Author: Patrick Wendell <pwendell@gmail.com>

Closes #570 from pwendell/jira-pr-merge and squashes the following commits:

3022b96 [Patrick Wendell] SPARK-1648 Support closing JIRA's as part of merge script.
SPARK-1651: Delete existing deployment directory

Small bug fix to make sure the "spark contents" are copied to the
deployment directory correctly.

Author: Rahul Singhal <rahul.singhal@guavus.com>

Closes #573 from rahulsinghaliitd/SPARK-1651 and squashes the following commits:

402c999 [Rahul Singhal] SPARK-1651: Delete existing deployment directory
HOTFIX: Minor patch to merge script.
SPARK-1145: Memory mapping with many small blocks can cause JVM allocation failures

This includes some minor code clean-up as well. The main change is that small files are not memory mapped. There is a nicer way to write that code block using Scala's `Try` but to make it easy to back port and as simple as possible, I opted for the more explicit but less pretty format.

Author: Patrick Wendell <pwendell@gmail.com>

Closes #43 from pwendell/block-iter-logging and squashes the following commits:

1cff512 [Patrick Wendell] Small issue from merge.
49f6c269 [Patrick Wendell] Merge remote-tracking branch 'apache/master' into block-iter-logging
4943351 [Patrick Wendell] Added a test and feedback on mateis review
a637a18 [Patrick Wendell] Review feedback and adding rewind() when reading byte buffers.
b76b95f [Patrick Wendell] Review feedback
4e1514e [Patrick Wendell] Don't memory map for small files
d238b88 [Patrick Wendell] Some logging and clean-up
Fix SPARK-1609:  Executor fails to start when Command.extraJavaOptions contains multiple Java options

Author: witgo <witgo@qq.com>

Closes #547 from witgo/SPARK-1609 and squashes the following commits:

deb6a4c [witgo] review commit
91da0bb [witgo] Merge branch 'master' of https://github.com/apache/spark into SPARK-1609
0640852 [witgo] review commit
8f90b22 [witgo] Merge branch 'master' of https://github.com/apache/spark into SPARK-1609
bcf36cb [witgo] Merge branch 'master' of https://github.com/apache/spark into SPARK-1609
1185605 [witgo] fix extraJavaOptions split
f7c0ab7 [witgo] bugfix
86fc4bb [witgo] bugfix
8a265b7 [witgo] Fix SPARK-1609: Executor fails to start when use spark-submit
Update the import package name for TestHive in sbt shell

sbt/sbt hive/console will fail as TestHive changed its package from "org.apache.spark.sql.hive" to "org.apache.spark.sql.hive.test".

Author: Cheng Hao <hao.cheng@intel.com>

Closes #574 from chenghao-intel/hive_console and squashes the following commits:

de14035 [Cheng Hao] Update the import package name for TestHive in sbt shell
[SQL]Append some missing types for HiveUDF

Add the missing types

Author: Cheng Hao <hao.cheng@intel.com>

Closes #459 from chenghao-intel/missing_types and squashes the following commits:

21cba2e [Cheng Hao] Append some missing types for HiveUDF
[SPARK-1633][Streaming] Java API unit test and example for custom streaming receiver in Java

Author: Tathagata Das <tathagata.das1565@gmail.com>

Closes #558 from tdas/more-fixes and squashes the following commits:

c0c84e6 [Tathagata Das] Removing extra println()
d8a8cf4 [Tathagata Das] More tweaks to make unit test work in Jenkins.
b7caa98 [Tathagata Das] More tweaks.
d337367 [Tathagata Das] More tweaks
22d6f2d [Tathagata Das] Merge remote-tracking branch 'apache/master' into more-fixes
40a961b [Tathagata Das] Modified java test to reduce flakiness.
9410ca6 [Tathagata Das] Merge remote-tracking branch 'apache/master' into more-fixes
86d9147 [Tathagata Das] scala style fix
2f3d7b1 [Tathagata Das] Added Scala custom receiver example.
d677611 [Tathagata Das] Merge remote-tracking branch 'apache/master' into more-fixes
bec3fc2 [Tathagata Das] Added license.
51d6514 [Tathagata Das] Fixed docs on receiver.
81aafa0 [Tathagata Das] Added Java test for Receiver API, and added JavaCustomReceiver example.
Changes to dev release script
SPARK-1652: Spark submit should fail gracefully if YARN not enabled

Author: Patrick Wendell <pwendell@gmail.com>

Closes #579 from pwendell/spark-submit-yarn-2 and squashes the following commits:

05e1b11 [Patrick Wendell] Small fix
d2a40ad [Patrick Wendell] SPARK-1652: Spark submit should fail gracefully if YARN support not enabled
SPARK-1654 and SPARK-1653: Fixes in spark-submit.

Deals with two issues:
1. Spark shell didn't correctly pass quoted arguments to spark-submit.
```./bin/spark-shell --driver-java-options "-Dfoo=f -Dbar=b"```
2. Spark submit used deprecated environment variables (SPARK_CLASSPATH)
   which triggered warnings. Now we use new, more narrowly scoped,
   variables.

Author: Patrick Wendell <pwendell@gmail.com>

Closes #576 from pwendell/spark-submit and squashes the following commits:

67004c9 [Patrick Wendell] SPARK-1654 and SPARK-1653: Fixes in spark-submit.
SPARK-1652: Remove incorrect deprecation warning in spark-submit

This is a straightforward fix.

Author: Patrick Wendell <pwendell@gmail.com>

This patch had conflicts when merged, resolved by
Committer: Patrick Wendell <pwendell@gmail.com>

Closes #578 from pwendell/spark-submit-yarn and squashes the following commits:

96027c7 [Patrick Wendell] Test fixes
b5be173 [Patrick Wendell] Review feedback
4ac9cac [Patrick Wendell] SPARK-1652: spark-submit for yarn prints warnings even though calling as expected
Improved build configuration

1, Fix SPARK-1441: compile spark core error with hadoop 0.23.x
2, Fix SPARK-1491: maven hadoop-provided profile fails to build
3, Fix org.scala-lang: * ,org.apache.avro:* inconsistent versions dependency
4, A modified on the sql/catalyst/pom.xml,sql/hive/pom.xml,sql/core/pom.xml (Four spaces formatted into two spaces)

Author: witgo <witgo@qq.com>

Closes #480 from witgo/format_pom and squashes the following commits:

03f652f [witgo] review commit
b452680 [witgo] Merge branch 'master' of https://github.com/apache/spark into format_pom
bee920d [witgo] revert fix SPARK-1629: Spark Core missing commons-lang dependence
7382a07 [witgo] Merge branch 'master' of https://github.com/apache/spark into format_pom
6902c91 [witgo] fix SPARK-1629: Spark Core missing commons-lang dependence
0da4bc3 [witgo] merge master
d1718ed [witgo] Merge branch 'master' of https://github.com/apache/spark into format_pom
e345919 [witgo] add avro dependency to yarn-alpha
77fad08 [witgo] Merge branch 'master' of https://github.com/apache/spark into format_pom
62d0862 [witgo] Fix org.scala-lang: * inconsistent versions dependency
1a162d7 [witgo] Merge branch 'master' of https://github.com/apache/spark into format_pom
934f24d [witgo] review commit
cf46edc [witgo] exclude jruby
06e7328 [witgo] Merge branch 'SparkBuild' into format_pom
99464d2 [witgo] fix maven hadoop-provided profile fails to build
0c6c1fc [witgo] Fix compile spark core error with hadoop 0.23.x
6851bec [witgo] Maintain consistent SparkBuild.scala, pom.xml
HOTFIX: Bug in release script
Minor fix to python table caching API.

Author: Michael Armbrust <michael@databricks.com>

Closes #585 from marmbrus/pythonCacheTable and squashes the following commits:

7ec1f91 [Michael Armbrust] Minor fix to python table caching API.
[SPARK-1636][MLLIB] Move main methods to examples

* `NaiveBayes` -> `SparseNaiveBayes`
* `KMeans` -> `DenseKMeans`
* `SVMWithSGD` and `LogisticRegerssionWithSGD` -> `BinaryClassification`
* `ALS` -> `MovieLensALS`
* `LinearRegressionWithSGD`, `LassoWithSGD`, and `RidgeRegressionWithSGD` -> `LinearRegression`
* `DecisionTree` -> `DecisionTreeRunner`

`scopt` is used for parsing command-line parameters. `scopt` has MIT license and it only depends on `scala-library`.

Example help message:

~~~
BinaryClassification: an example app for binary classification.
Usage: BinaryClassification [options] <input>

  --numIterations <value>
        number of iterations
  --stepSize <value>
        initial step size, default: 1.0
  --algorithm <value>
        algorithm (SVM,LR), default: LR
  --regType <value>
        regularization type (L1,L2), default: L2
  --regParam <value>
        regularization parameter, default: 0.1
  <input>
        input paths to labeled examples in LIBSVM format
~~~

Author: Xiangrui Meng <meng@databricks.com>

Closes #584 from mengxr/mllib-main and squashes the following commits:

7b58c60 [Xiangrui Meng] minor
6e35d7e [Xiangrui Meng] make imports explicit and fix code style
c6178c9 [Xiangrui Meng] update TS PCA/SVD to use new spark-submit
6acff75 [Xiangrui Meng] use scopt for DecisionTreeRunner
be86069 [Xiangrui Meng] use main instead of extending App
b3edf68 [Xiangrui Meng] move DecisionTree's main method to examples
8bfaa5a [Xiangrui Meng] change NaiveBayesParams to Params
fe23dcb [Xiangrui Meng] remove main from KMeans and add DenseKMeans as an example
67f4448 [Xiangrui Meng] remove main methods from linear regression algorithms and add LinearRegression example
b066bbc [Xiangrui Meng] remove main from ALS and add MovieLensALS example
b040f3b [Xiangrui Meng] change BinaryClassificationParams to Params
577945b [Xiangrui Meng] remove unused imports from NB
3d299bc [Xiangrui Meng] remove main from LR/SVM and add an example app for binary classification
f70878e [Xiangrui Meng] remove main from NaiveBayes and add an example NaiveBayes app
01ec2cd [Xiangrui Meng] Merge branch 'master' into mllib-main
9420692 [Xiangrui Meng] add scopt to examples dependencies
HOTFIX: minor change to release script