[SPARK-1876] Windows fixes to deal with latest distribution layout changes

- Look for JARs in the right place
- Launch examples the same way as on Unix
- Load datanucleus JARs if they exist
- Don't attempt to parse local paths as URIs in SparkSubmit, since paths with C:\ are not valid URIs
- Also fixed POM exclusion rules for datanucleus (it wasn't properly excluding it, whereas SBT was)

Author: Matei Zaharia <matei@databricks.com>

Closes #819 from mateiz/win-fixes and squashes the following commits:

d558f96 [Matei Zaharia] Fix comment
228577b [Matei Zaharia] Review comments
d3b71c7 [Matei Zaharia] Properly exclude datanucleus files in Maven assembly
144af84 [Matei Zaharia] Update Windows scripts to match latest binary package layout
SPARK-1878: Fix the incorrect initialization order

JIRA: https://issues.apache.org/jira/browse/SPARK-1878

Author: zsxwing <zsxwing@gmail.com>

Closes #822 from zsxwing/SPARK-1878 and squashes the following commits:

4a47e27 [zsxwing] SPARK-1878: Fix the incorrect initialization order
SPARK-1879. Increase MaxPermSize since some of our builds have many classes

See https://issues.apache.org/jira/browse/SPARK-1879 -- builds with Hadoop2 and Hive ran out of PermGen space in spark-shell, when those things added up with the Scala compiler.

Note that users can still override it by setting their own Java options with this change. Their options will come later in the command string than the -XX:MaxPermSize=128m.

Author: Matei Zaharia <matei@databricks.com>

Closes #823 from mateiz/spark-1879 and squashes the following commits:

6bc0ee8 [Matei Zaharia] Increase MaxPermSize to 128m since some of our builds have lots of classes
[SPARK-1875]NoClassDefFoundError: StringUtils when building with hadoop 1.x and hive

Author: witgo <witgo@qq.com>

Closes #824 from witgo/SPARK-1875_commons-lang-2.6 and squashes the following commits:

ef7231d [witgo] review commit
ead3c3b [witgo] SPARK-1875:NoClassDefFoundError: StringUtils when building against Hadoop 1
SPARK-1689: Spark application should die when removed by Master

scheduler.error() will mask the error if there are active tasks. Being removed is a cataclysmic event for Spark applications, and should probably be treated as such.

Author: Aaron Davidson <aaron@databricks.com>

Closes #832 from aarondav/i-love-u and squashes the following commits:

9f1200f [Aaron Davidson] SPARK-1689: Spark application should die when removed by Master
[SPARK-1874][MLLIB] Clean up MLlib sample data

1. Added synthetic datasets for `MovieLensALS`, `LinearRegression`, `BinaryClassification`.
2. Embedded instructions in the help message of those example apps.

Per discussion with Matei on the JIRA page, new example data is under `data/mllib`.

Author: Xiangrui Meng <meng@databricks.com>

Closes #833 from mengxr/mllib-sample-data and squashes the following commits:

59f0a18 [Xiangrui Meng] add sample binary classification data
3c2f92f [Xiangrui Meng] add linear regression data
050f1ca [Xiangrui Meng] add a sample dataset for MovieLensALS example
[Spark 1877] ClassNotFoundException when loading RDD with serialized objects

Updated version of #821

Author: Tathagata Das <tathagata.das1565@gmail.com>
Author: Ghidireac <bogdang@u448a5b0a73d45358d94a.ant.amazon.com>

Closes #835 from tdas/SPARK-1877 and squashes the following commits:

f346f71 [Tathagata Das] Addressed Patrick's comments.
fee0c5d [Ghidireac] SPARK-1877: ClassNotFoundException when loading RDD with serialized objects
[Hotfix] Blacklisted flaky HiveCompatibility test

`lateral_view_outer` query sometimes returns a different set of 10 rows.

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

Closes #838 from tdas/hive-test-fix2 and squashes the following commits:

9128a0d [Tathagata Das] Blacklisted flaky HiveCompatibility test.
[SPARK-1250] Fixed misleading comments in bin/pyspark, bin/spark-class

Fixed a couple of misleading comments in bin/pyspark and bin/spark-class. The comments make it seem like the script is looking for the Scala installation when in fact it is looking for Spark.

Author: Sumedh Mungee <smungee@gmail.com>

Closes #843 from smungee/spark-1250-fix-comments and squashes the following commits:

26870f3 [Sumedh Mungee] [SPARK-1250] Fixed misleading comments in bin/pyspark and bin/spark-class
[Docs] Correct example of creating a new SparkConf

The example code on the configuration page currently does not compile.

Author: Andrew Or <andrewor14@gmail.com>

Closes #842 from andrewor14/conf-docs and squashes the following commits:

aabff57 [Andrew Or] Correct example of creating a new SparkConf
[Minor] Move JdbcRDDSuite to the correct package

It was in the wrong package

Author: Andrew Or <andrewor14@gmail.com>

Closes #839 from andrewor14/jdbc-suite and squashes the following commits:

f948c5a [Andrew Or] cache -> cache()
b215279 [Andrew Or] Move JdbcRDDSuite to the correct package
Example build using pom reader.

Note this requires a SNAPSHOT version that is published locally.
Set project name in pom files and added eclipse/intellij plugins.
Reached a point where profiles are loaded and added sources in poms are detected.
TODO:
Support maven's test-jar somehow !
[WIP] Modified build to support most features of current Spark Build.
Switched to scrapcodes sbt-pom-reader repo temporarily.
Adapt jenkins with new way of building.
trying to fix the test with new way of building. (It is not requried though.)
Backward compatibility support.
fixed mima related issues. and general cleanup.