[SPARK-14462][ML][MLLIB] add the mllib-local build to maven pom

## What changes were proposed in this pull request?

In order to separate the linear algebra, and vector matrix classes into a standalone jar, we need to setup the build first. This PR will create a new jar called mllib-local with minimal dependencies. The test scope will still depend on spark-core and spark-core-test in order to use the common utilities, but the runtime will avoid any platform dependency. Couple platform independent classes will be moved to this package to demonstrate how this work.

## How was this patch tested?

Unit tests

Author: DB Tsai <dbt@netflix.com>

Closes #12241 from dbtsai/dbtsai-mllib-local-build.

dev/sparktestsupport/modules.py

@@ -256,9 +256,21 @@ streaming_flume_assembly = Module(
 )
 
 
+mllib_local = Module(
+    name="mllib-local",
+    dependencies=[],
+    source_file_regexes=[
+        "mllib-local",
+    ],
+    sbt_test_goals=[
+        "mllib-local/test",
+    ]
+)
+
+
 mllib = Module(
     name="mllib",
-    dependencies=[streaming, sql],
+    dependencies=[mllib_local, streaming, sql],
     source_file_regexes=[
         "data/mllib/",
         "mllib/",

mllib-local/pom.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+  ~ Licensed to the Apache Software Foundation (ASF) under one or more
+  ~ contributor license agreements.  See the NOTICE file distributed with
+  ~ this work for additional information regarding copyright ownership.
+  ~ The ASF licenses this file to You under the Apache License, Version 2.0
+  ~ (the "License"); you may not use this file except in compliance with
+  ~ the License.  You may obtain a copy of the License at
+  ~
+  ~    http://www.apache.org/licenses/LICENSE-2.0
+  ~
+  ~ Unless required by applicable law or agreed to in writing, software
+  ~ distributed under the License is distributed on an "AS IS" BASIS,
+  ~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+  ~ See the License for the specific language governing permissions and
+  ~ limitations under the License.
+  -->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <parent>
+    <groupId>org.apache.spark</groupId>
+    <artifactId>spark-parent_2.11</artifactId>
+    <version>2.0.0-SNAPSHOT</version>
+    <relativePath>../pom.xml</relativePath>
+  </parent>
+
+  <groupId>org.apache.spark</groupId>
+  <artifactId>spark-mllib-local_2.11</artifactId>
+  <properties>
+    <sbt.project.name>mllib-local</sbt.project.name>
+  </properties>
+  <packaging>jar</packaging>
+  <name>Spark Project ML Local Library</name>
+  <url>http://spark.apache.org/</url>
+
+  <dependencies>
+    <dependency>
+      <groupId>org.apache.spark</groupId>
+      <artifactId>spark-core_${scala.binary.version}</artifactId>
+      <version>${project.version}</version>
+      <type>test-jar</type>
+      <scope>test</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.scalanlp</groupId>
+      <artifactId>breeze_${scala.binary.version}</artifactId>
+      <version>0.11.2</version>
+      <exclusions>
+        <!-- This is included as a compile-scoped dependency by jtransforms, which is
+             a dependency of breeze. -->
+        <exclusion>
+          <groupId>junit</groupId>
+          <artifactId>junit</artifactId>
+        </exclusion>
+        <exclusion>
+          <groupId>org.apache.commons</groupId>
+          <artifactId>commons-math3</artifactId>
+        </exclusion>
+      </exclusions>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.commons</groupId>
+      <artifactId>commons-math3</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.scalacheck</groupId>
+      <artifactId>scalacheck_${scala.binary.version}</artifactId>
+      <scope>test</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.mockito</groupId>
+      <artifactId>mockito-core</artifactId>
+      <scope>test</scope>
+    </dependency>
+  </dependencies>
+  <profiles>
+    <profile>
+      <id>netlib-lgpl</id>
+      <dependencies>
+        <dependency>
+          <groupId>com.github.fommil.netlib</groupId>
+          <artifactId>all</artifactId>
+          <version>${netlib.java.version}</version>
+          <type>pom</type>
+        </dependency>
+      </dependencies>
+    </profile>
+  </profiles>
+  <build>
+    <outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
+    <testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
+  </build>
+</project>

mllib-local/src/main/scala/org/apache/spark/ml/DummyTesting.scala

+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.ml
+
+// This is a private class testing if the new build works. To be removed soon.
+private[ml] object DummyTesting {
+  private[ml] def add10(input: Double): Double = input + 10
+}

mllib-local/src/test/scala/org/apache/spark/ml/DummyTestingSuite.scala

+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.ml
+
+import org.apache.spark.SparkFunSuite
+
+// This is testing if the new build works. To be removed soon.
+class DummyTestingSuite extends SparkFunSuite {
+
+  test("This is testing if the new build works.") {
+    assert(DummyTesting.add10(15) === 25)
+  }
+}

mllib/pom.xml

@@ -62,6 +62,18 @@
       <artifactId>spark-graphx_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
+    <dependency>
+      <groupId>org.apache.spark</groupId>
+      <artifactId>spark-mllib-local_${scala.binary.version}</artifactId>
+      <version>${project.version}</version>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.spark</groupId>
+      <artifactId>spark-mllib-local_${scala.binary.version}</artifactId>
+      <version>${project.version}</version>
+      <type>test-jar</type>
+      <scope>test</scope>
+    </dependency>
     <dependency>
       <groupId>org.scalanlp</groupId>
       <artifactId>breeze_${scala.binary.version}</artifactId>

pom.xml

@@ -94,6 +94,7 @@
     <module>core</module>
     <module>graphx</module>
     <module>mllib</module>
+    <module>mllib-local</module>
     <module>tools</module>
     <module>streaming</module>
     <module>sql/catalyst</module>

project/SparkBuild.scala

@@ -47,9 +47,9 @@ object BuildCommons {
   ).map(ProjectRef(buildLocation, _))
 
   val allProjects@Seq(
-    core, graphx, mllib, repl, networkCommon, networkShuffle, launcher, unsafe, testTags, sketch, _*
+    core, graphx, mllib, mllibLocal, repl, networkCommon, networkShuffle, launcher, unsafe, testTags, sketch, _*
   ) = Seq(
-    "core", "graphx", "mllib", "repl", "network-common", "network-shuffle", "launcher", "unsafe",
+    "core", "graphx", "mllib", "mllib-local", "repl", "network-common", "network-shuffle", "launcher", "unsafe",
     "test-tags", "sketch"
   ).map(ProjectRef(buildLocation, _)) ++ sqlProjects ++ streamingProjects
 
@@ -254,7 +254,7 @@ object SparkBuild extends PomBuild {
   val mimaProjects = allProjects.filterNot { x =>
     Seq(
       spark, hive, hiveThriftServer, catalyst, repl, networkCommon, networkShuffle, networkYarn,
-      unsafe, testTags, sketch
+      unsafe, testTags, sketch, mllibLocal
     ).contains(x)
   }