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Bryan Cutler e44697606f [SPARK-13534][PYSPARK] Using Apache Arrow to increase performance of DataFrame.toPandas 
## What changes were proposed in this pull request?
Integrate Apache Arrow with Spark to increase performance of `DataFrame.toPandas`.  This has been done by using Arrow to convert data partitions on the executor JVM to Arrow payload byte arrays where they are then served to the Python process.  The Python DataFrame can then collect the Arrow payloads where they are combined and converted to a Pandas DataFrame.  All non-complex data types are currently supported, otherwise an `UnsupportedOperation` exception is thrown.

Additions to Spark include a Scala package private method `Dataset.toArrowPayloadBytes` that will convert data partitions in the executor JVM to `ArrowPayload`s as byte arrays so they can be easily served.  A package private class/object `ArrowConverters` that provide data type mappings and conversion routines.  In Python, a public method `DataFrame.collectAsArrow` is added to collect Arrow payloads and an optional flag in `toPandas(useArrow=False)` to enable using Arrow (uses the old conversion by default).

## How was this patch tested?
Added a new test suite `ArrowConvertersSuite` that will run tests on conversion of Datasets to Arrow payloads for supported types.  The suite will generate a Dataset and matching Arrow JSON data, then the dataset is converted to an Arrow payload and finally validated against the JSON data.  This will ensure that the schema and data has been converted correctly.

Added PySpark tests to verify the `toPandas` method is producing equal DataFrames with and without pyarrow.  A roundtrip test to ensure the pandas DataFrame produced by pyspark is equal to a one made directly with pandas.

Author: Bryan Cutler <cutlerb@gmail.com>
Author: Li Jin <ice.xelloss@gmail.com>
Author: Li Jin <li.jin@twosigma.com>
Author: Wes McKinney <wes.mckinney@twosigma.com>

Closes #15821 from BryanCutler/wip-toPandas_with_arrow-SPARK-13534.
2017-06-23 09:01:13 +08:00

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<?xml version="1.0" encoding="UTF-8"?>
<!--
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~ 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
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~ distributed under the License is distributed on an "AS IS" BASIS,
~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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-->
<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</groupId>
<artifactId>apache</artifactId>
<version>14</version>
</parent>
<groupId>org.apache.spark</groupId>
<artifactId>spark-parent_2.11</artifactId>
<version>2.3.0-SNAPSHOT</version>
<packaging>pom</packaging>
<name>Spark Project Parent POM</name>
<url>http://spark.apache.org/</url>
<licenses>
<license>
<name>Apache 2.0 License</name>
<url>http://www.apache.org/licenses/LICENSE-2.0.html</url>
<distribution>repo</distribution>
</license>
</licenses>
<scm>
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<tag>HEAD</tag>
</scm>
<developers>
<developer>
<id>matei</id>
<name>Matei Zaharia</name>
<email>matei.zaharia@gmail.com</email>
<url>http://www.cs.berkeley.edu/~matei</url>
<organization>Apache Software Foundation</organization>
<organizationUrl>http://spark.apache.org</organizationUrl>
</developer>
</developers>
<issueManagement>
<system>JIRA</system>
<url>https://issues.apache.org/jira/browse/SPARK</url>
</issueManagement>
<mailingLists>
<mailingList>
<name>Dev Mailing List</name>
<post>dev@spark.apache.org</post>
<subscribe>dev-subscribe@spark.apache.org</subscribe>
<unsubscribe>dev-unsubscribe@spark.apache.org</unsubscribe>
</mailingList>
<mailingList>
<name>User Mailing List</name>
<post>user@spark.apache.org</post>
<subscribe>user-subscribe@spark.apache.org</subscribe>
<unsubscribe>user-unsubscribe@spark.apache.org</unsubscribe>
</mailingList>
<mailingList>
<name>Commits Mailing List</name>
<post>commits@spark.apache.org</post>
<subscribe>commits-subscribe@spark.apache.org</subscribe>
<unsubscribe>commits-unsubscribe@spark.apache.org</unsubscribe>
</mailingList>
</mailingLists>
<modules>
<module>common/sketch</module>
<module>common/kvstore</module>
<module>common/network-common</module>
<module>common/network-shuffle</module>
<module>common/unsafe</module>
<module>common/tags</module>
<module>core</module>
<module>graphx</module>
<module>mllib</module>
<module>mllib-local</module>
<module>tools</module>
<module>streaming</module>
<module>sql/catalyst</module>
<module>sql/core</module>
<module>sql/hive</module>
<module>assembly</module>
<module>external/flume</module>
<module>external/flume-sink</module>
<module>external/flume-assembly</module>
<module>examples</module>
<module>repl</module>
<module>launcher</module>
<module>external/kafka-0-8</module>
<module>external/kafka-0-8-assembly</module>
<module>external/kafka-0-10</module>
<module>external/kafka-0-10-assembly</module>
<module>external/kafka-0-10-sql</module>
</modules>
<properties>
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
<project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
<java.version>1.8</java.version>
<maven.version>3.3.9</maven.version>
<sbt.project.name>spark</sbt.project.name>
<slf4j.version>1.7.16</slf4j.version>
<log4j.version>1.2.17</log4j.version>
<hadoop.version>2.6.5</hadoop.version>
<protobuf.version>2.5.0</protobuf.version>
<yarn.version>${hadoop.version}</yarn.version>
<flume.version>1.6.0</flume.version>
<zookeeper.version>3.4.6</zookeeper.version>
<curator.version>2.6.0</curator.version>
<hive.group>org.spark-project.hive</hive.group>
<!-- Version used in Maven Hive dependency -->
<hive.version>1.2.1.spark2</hive.version>
<!-- Version used for internal directory structure -->
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<parquet.version>1.8.2</parquet.version>
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<ivy.version>2.4.0</ivy.version>
<oro.version>2.0.8</oro.version>
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<avro.version>1.7.7</avro.version>
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<jets3t.version>0.9.3</jets3t.version>
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<!-- Should be consistent with Kinesis client dependency -->
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<!-- the producer is used in tests -->
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<!-- commons-httpclient/commons-httpclient-->
<httpclient.classic.version>3.1</httpclient.classic.version>
<commons.math3.version>3.4.1</commons.math3.version>
<!-- managed up from 3.2.1 for SPARK-11652 -->
<commons.collections.version>3.2.2</commons.collections.version>
<scala.version>2.11.8</scala.version>
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<!-- org.apache.commons/commons-lang3/-->
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<jodd.version>3.5.2</jodd.version>
<jsr305.version>1.3.9</jsr305.version>
<libthrift.version>0.9.3</libthrift.version>
<antlr4.version>4.5.3</antlr4.version>
<jpam.version>1.1</jpam.version>
<selenium.version>2.52.0</selenium.version>
<paranamer.version>2.6</paranamer.version>
<maven-antrun.version>1.8</maven-antrun.version>
<commons-crypto.version>1.0.0</commons-crypto.version>
<arrow.version>0.4.0</arrow.version>
<test.java.home>${java.home}</test.java.home>
<test.exclude.tags></test.exclude.tags>
<!-- Package to use when relocating shaded classes. -->
<spark.shade.packageName>org.spark_project</spark.shade.packageName>
<!-- Modules that copy jars to the build directory should do so under this location. -->
<jars.target.dir>${project.build.directory}/scala-${scala.binary.version}/jars</jars.target.dir>
<!-- Allow modules to enable / disable certain build plugins easily. -->
<build.testJarPhase>prepare-package</build.testJarPhase>
<build.copyDependenciesPhase>none</build.copyDependenciesPhase>
<!--
Dependency scopes that can be overridden by enabling certain profiles. These profiles are
declared in the projects that build assemblies.
For other projects the scope should remain as "compile", otherwise they are not available
during compilation if the dependency is transivite (e.g. "graphx/" depending on "core/" and
needing Hadoop classes in the classpath to compile).
-->
<flume.deps.scope>compile</flume.deps.scope>
<hadoop.deps.scope>compile</hadoop.deps.scope>
<hive.deps.scope>compile</hive.deps.scope>
<parquet.deps.scope>compile</parquet.deps.scope>
<parquet.test.deps.scope>test</parquet.test.deps.scope>
<!--
Overridable test home. So that you can call individual pom files directly without
things breaking.
-->
<spark.test.home>${session.executionRootDirectory}</spark.test.home>
<CodeCacheSize>512m</CodeCacheSize>
</properties>
<repositories>
<repository>
<id>central</id>
<!-- This should be at top, it makes maven try the central repo first and then others and hence faster dep resolution -->
<name>Maven Repository</name>
<url>https://repo1.maven.org/maven2</url>
<releases>
<enabled>true</enabled>
</releases>
<snapshots>
<enabled>false</enabled>
</snapshots>
</repository>
</repositories>
<pluginRepositories>
<pluginRepository>
<id>central</id>
<url>https://repo1.maven.org/maven2</url>
<releases>
<enabled>true</enabled>
</releases>
<snapshots>
<enabled>false</enabled>
</snapshots>
</pluginRepository>
</pluginRepositories>
<dependencies>
<!--
This is a dummy dependency that is used to trigger the maven-shade plugin so that Spark's
published POMs are flattened and do not contain variables. Without this dependency, some
subprojects' published POMs would contain variables like ${scala.binary.version} that will
be substituted according to the default properties instead of the ones determined by the
profiles that were active during publishing, causing the Scala 2.10 build's POMs to have 2.11
dependencies due to the incorrect substitutions. By ensuring that maven-shade runs for all
subprojects, we eliminate this problem because the substitutions are baked into the final POM.
For more details, see SPARK-3812 and MNG-2971.
-->
<dependency>
<groupId>org.spark-project.spark</groupId>
<artifactId>unused</artifactId>
<version>1.0.0</version>
</dependency>
<!--
This is needed by the scalatest plugin, and so is declared here to be available in
all child modules, just as scalatest is run in all children
-->
<dependency>
<groupId>org.scalatest</groupId>
<artifactId>scalatest_${scala.binary.version}</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>com.novocode</groupId>
<artifactId>junit-interface</artifactId>
<scope>test</scope>
</dependency>
</dependencies>
<dependencyManagement>
<dependencies>
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-tags_${scala.binary.version}</artifactId>
<version>${project.version}</version>
</dependency>
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-tags_${scala.binary.version}</artifactId>
<version>${project.version}</version>
<type>test-jar</type>
</dependency>
<dependency>
<groupId>com.twitter</groupId>
<artifactId>chill_${scala.binary.version}</artifactId>
<version>${chill.version}</version>
</dependency>
<dependency>
<groupId>com.twitter</groupId>
<artifactId>chill-java</artifactId>
<version>${chill.version}</version>
</dependency>
<!-- This artifact is a shaded version of ASM 5.0.4. The POM that was used to produce this
is at https://github.com/apache/geronimo-xbean/tree/xbean-4.4/xbean-asm5-shaded
For context on why we shade ASM, see SPARK-782 and SPARK-6152. -->
<dependency>
<groupId>org.apache.xbean</groupId>
<artifactId>xbean-asm5-shaded</artifactId>
<version>4.4</version>
</dependency>
<!-- Shaded deps marked as provided. These are promoted to compile scope
in the modules where we want the shaded classes to appear in the
associated jar. -->
<dependency>
<groupId>org.eclipse.jetty</groupId>
<artifactId>jetty-http</artifactId>
<version>${jetty.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.eclipse.jetty</groupId>
<artifactId>jetty-continuation</artifactId>
<version>${jetty.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.eclipse.jetty</groupId>
<artifactId>jetty-servlet</artifactId>
<version>${jetty.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.eclipse.jetty</groupId>
<artifactId>jetty-servlets</artifactId>
<version>${jetty.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.eclipse.jetty</groupId>
<artifactId>jetty-proxy</artifactId>
<version>${jetty.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.eclipse.jetty</groupId>
<artifactId>jetty-client</artifactId>
<version>${jetty.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.eclipse.jetty</groupId>
<artifactId>jetty-util</artifactId>
<version>${jetty.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.eclipse.jetty</groupId>
<artifactId>jetty-security</artifactId>
<version>${jetty.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.eclipse.jetty</groupId>
<artifactId>jetty-plus</artifactId>
<version>${jetty.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.eclipse.jetty</groupId>
<artifactId>jetty-server</artifactId>
<version>${jetty.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>com.google.guava</groupId>
<artifactId>guava</artifactId>
<version>14.0.1</version>
<scope>provided</scope>
</dependency>
<!-- End of shaded deps -->
<dependency>
<groupId>org.apache.commons</groupId>
<artifactId>commons-lang3</artifactId>
<version>${commons-lang3.version}</version>
</dependency>
<dependency>
<groupId>commons-lang</groupId>
<artifactId>commons-lang</artifactId>
<version>${commons-lang2.version}</version>
</dependency>
<dependency>
<groupId>commons-io</groupId>
<artifactId>commons-io</artifactId>
<version>${commons-io.version}</version>
</dependency>
<dependency>
<groupId>commons-codec</groupId>
<artifactId>commons-codec</artifactId>
<version>${commons-codec.version}</version>
</dependency>
<dependency>
<groupId>org.apache.commons</groupId>
<artifactId>commons-math3</artifactId>
<version>${commons.math3.version}</version>
</dependency>
<dependency>
<groupId>commons-collections</groupId>
<artifactId>commons-collections</artifactId>
<version>${commons.collections.version}</version>
</dependency>
<dependency>
<groupId>org.apache.ivy</groupId>
<artifactId>ivy</artifactId>
<version>${ivy.version}</version>
</dependency>
<dependency>
<groupId>com.google.code.findbugs</groupId>
<artifactId>jsr305</artifactId>
<version>${jsr305.version}</version>
</dependency>
<dependency>
<groupId>commons-httpclient</groupId>
<artifactId>commons-httpclient</artifactId>
<version>${httpclient.classic.version}</version>
</dependency>
<dependency>
<groupId>org.apache.httpcomponents</groupId>
<artifactId>httpclient</artifactId>
<version>${commons.httpclient.version}</version>
</dependency>
<dependency>
<groupId>org.apache.httpcomponents</groupId>
<artifactId>httpmime</artifactId>
<version>${commons.httpclient.version}</version>
</dependency>
<dependency>
<groupId>org.apache.httpcomponents</groupId>
<artifactId>httpcore</artifactId>
<version>${commons.httpcore.version}</version>
</dependency>
<dependency>
<groupId>org.fusesource.leveldbjni</groupId>
<artifactId>leveldbjni-all</artifactId>
<version>1.8</version>
</dependency>
<dependency>
<groupId>org.seleniumhq.selenium</groupId>
<artifactId>selenium-java</artifactId>
<version>${selenium.version}</version>
<scope>test</scope>
<exclusions>
<exclusion>
<groupId>com.google.guava</groupId>
<artifactId>guava</artifactId>
</exclusion>
<exclusion>
<groupId>io.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.seleniumhq.selenium</groupId>
<artifactId>selenium-htmlunit-driver</artifactId>
<version>${selenium.version}</version>
<scope>test</scope>
</dependency>
<!-- Added for selenium only, and should match its dependent version: -->
<dependency>
<groupId>xml-apis</groupId>
<artifactId>xml-apis</artifactId>
<version>1.4.01</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
<version>${slf4j.version}</version>
<scope>${hadoop.deps.scope}</scope>
</dependency>
<dependency>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
<version>${slf4j.version}</version>
<scope>${hadoop.deps.scope}</scope>
</dependency>
<dependency>
<groupId>org.slf4j</groupId>
<artifactId>jul-to-slf4j</artifactId>
<version>${slf4j.version}</version>
</dependency>
<dependency>
<groupId>org.slf4j</groupId>
<artifactId>jcl-over-slf4j</artifactId>
<version>${slf4j.version}</version>
<!-- <scope>runtime</scope> --> <!-- more correct, but scalac 2.10.3 doesn't like it -->
</dependency>
<dependency>
<groupId>log4j</groupId>
<artifactId>log4j</artifactId>
<version>${log4j.version}</version>
<scope>${hadoop.deps.scope}</scope>
</dependency>
<dependency>
<groupId>com.ning</groupId>
<artifactId>compress-lzf</artifactId>
<version>1.0.3</version>
</dependency>
<dependency>
<groupId>org.xerial.snappy</groupId>
<artifactId>snappy-java</artifactId>
<version>${snappy.version}</version>
<scope>${hadoop.deps.scope}</scope>
</dependency>
<dependency>
<groupId>net.jpountz.lz4</groupId>
<artifactId>lz4</artifactId>
<version>1.3.0</version>
</dependency>
<dependency>
<groupId>com.clearspring.analytics</groupId>
<artifactId>stream</artifactId>
<version>2.7.0</version>
<exclusions>
<!-- Only HyperLogLogPlus is used, which doesn't depend on fastutil -->
<exclusion>
<groupId>it.unimi.dsi</groupId>
<artifactId>fastutil</artifactId>
</exclusion>
</exclusions>
</dependency>
<!-- In theory we need not directly depend on protobuf since Spark does not directly
use it. However, when building with Hadoop/YARN 2.2 Maven doesn't correctly bump
the protobuf version up from the one Mesos gives. For now we include this variable
to explicitly bump the version when building with YARN. It would be nice to figure
out why Maven can't resolve this correctly (like SBT does). -->
<dependency>
<groupId>com.google.protobuf</groupId>
<artifactId>protobuf-java</artifactId>
<version>${protobuf.version}</version>
<scope>${hadoop.deps.scope}</scope>
</dependency>
<dependency>
<groupId>org.roaringbitmap</groupId>
<artifactId>RoaringBitmap</artifactId>
<version>0.5.11</version>
</dependency>
<dependency>
<groupId>commons-net</groupId>
<artifactId>commons-net</artifactId>
<version>2.2</version>
</dependency>
<dependency>
<groupId>io.netty</groupId>
<artifactId>netty-all</artifactId>
<version>4.0.43.Final</version>
</dependency>
<dependency>
<groupId>io.netty</groupId>
<artifactId>netty</artifactId>
<version>3.9.9.Final</version>
</dependency>
<dependency>
<groupId>org.apache.derby</groupId>
<artifactId>derby</artifactId>
<version>${derby.version}</version>
</dependency>
<dependency>
<groupId>io.dropwizard.metrics</groupId>
<artifactId>metrics-core</artifactId>
<version>${codahale.metrics.version}</version>
</dependency>
<dependency>
<groupId>io.dropwizard.metrics</groupId>
<artifactId>metrics-jvm</artifactId>
<version>${codahale.metrics.version}</version>
</dependency>
<dependency>
<groupId>io.dropwizard.metrics</groupId>
<artifactId>metrics-json</artifactId>
<version>${codahale.metrics.version}</version>
</dependency>
<dependency>
<groupId>io.dropwizard.metrics</groupId>
<artifactId>metrics-ganglia</artifactId>
<version>${codahale.metrics.version}</version>
</dependency>
<dependency>
<groupId>io.dropwizard.metrics</groupId>
<artifactId>metrics-graphite</artifactId>
<version>${codahale.metrics.version}</version>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-core</artifactId>
<version>${fasterxml.jackson.version}</version>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-databind</artifactId>
<version>${fasterxml.jackson.version}</version>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-annotations</artifactId>
<version>${fasterxml.jackson.version}</version>
</dependency>
<!-- Guava is excluded because of SPARK-6149. The Guava version referenced in this module is
15.0, which causes runtime incompatibility issues. -->
<dependency>
<groupId>com.fasterxml.jackson.module</groupId>
<artifactId>jackson-module-scala_${scala.binary.version}</artifactId>
<version>${fasterxml.jackson.version}</version>
<exclusions>
<exclusion>
<groupId>com.google.guava</groupId>
<artifactId>guava</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.module</groupId>
<artifactId>jackson-module-jaxb-annotations</artifactId>
<version>${fasterxml.jackson.version}</version>
</dependency>
<dependency>
<groupId>org.glassfish.jersey.core</groupId>
<artifactId>jersey-server</artifactId>
<version>${jersey.version}</version>
</dependency>
<dependency>
<groupId>org.glassfish.jersey.core</groupId>
<artifactId>jersey-common</artifactId>
<version>${jersey.version}</version>
</dependency>
<dependency>
<groupId>org.glassfish.jersey.core</groupId>
<artifactId>jersey-client</artifactId>
<version>${jersey.version}</version>
</dependency>
<dependency>
<groupId>org.glassfish.jersey.containers</groupId>
<artifactId>jersey-container-servlet</artifactId>
<version>${jersey.version}</version>
</dependency>
<dependency>
<groupId>org.glassfish.jersey.containers</groupId>
<artifactId>jersey-container-servlet-core</artifactId>
<version>${jersey.version}</version>
</dependency>
<dependency>
<groupId>org.glassfish.jersey</groupId>
<artifactId>jersey-client</artifactId>
<version>${jersey.version}</version>
</dependency>
<dependency>
<groupId>javax.ws.rs</groupId>
<artifactId>javax.ws.rs-api</artifactId>
<version>2.0.1</version>
</dependency>
<dependency>
<groupId>org.scalanlp</groupId>
<artifactId>breeze_${scala.binary.version}</artifactId>
<version>0.13.1</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.json4s</groupId>
<artifactId>json4s-jackson_${scala.binary.version}</artifactId>
<version>3.2.11</version>
</dependency>
<dependency>
<groupId>org.scala-lang</groupId>
<artifactId>scala-compiler</artifactId>
<version>${scala.version}</version>
</dependency>
<dependency>
<groupId>org.scala-lang</groupId>
<artifactId>scala-reflect</artifactId>
<version>${scala.version}</version>
</dependency>
<dependency>
<groupId>org.scala-lang</groupId>
<artifactId>scala-library</artifactId>
<version>${scala.version}</version>
</dependency>
<dependency>
<groupId>org.scala-lang</groupId>
<artifactId>scala-actors</artifactId>
<version>${scala.version}</version>
</dependency>
<dependency>
<groupId>org.scala-lang</groupId>
<artifactId>scalap</artifactId>
<version>${scala.version}</version>
</dependency>
<dependency>
<groupId>org.scalatest</groupId>
<artifactId>scalatest_${scala.binary.version}</artifactId>
<version>2.2.6</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.mockito</groupId>
<artifactId>mockito-core</artifactId>
<version>1.10.19</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.scalacheck</groupId>
<artifactId>scalacheck_${scala.binary.version}</artifactId>
<version>1.12.5</version> <!-- 1.13.0 appears incompatible with scalatest 2.2.6 -->
<scope>test</scope>
</dependency>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>4.12</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.hamcrest</groupId>
<artifactId>hamcrest-core</artifactId>
<version>1.3</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.hamcrest</groupId>
<artifactId>hamcrest-library</artifactId>
<version>1.3</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>com.novocode</groupId>
<artifactId>junit-interface</artifactId>
<version>0.11</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>com.spotify</groupId>
<artifactId>docker-client</artifactId>
<version>5.0.2</version>
<scope>test</scope>
<exclusions>
<exclusion>
<artifactId>guava</artifactId>
<groupId>com.google.guava</groupId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>mysql</groupId>
<artifactId>mysql-connector-java</artifactId>
<version>5.1.38</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.postgresql</groupId>
<artifactId>postgresql</artifactId>
<version>9.4.1207.jre7</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.apache.curator</groupId>
<artifactId>curator-recipes</artifactId>
<version>${curator.version}</version>
<scope>${hadoop.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>org.jboss.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
<exclusion>
<groupId>jline</groupId>
<artifactId>jline</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.curator</groupId>
<artifactId>curator-client</artifactId>
<version>${curator.version}</version>
</dependency>
<dependency>
<groupId>org.apache.curator</groupId>
<artifactId>curator-framework</artifactId>
<version>${curator.version}</version>
</dependency>
<dependency>
<groupId>org.apache.curator</groupId>
<artifactId>curator-test</artifactId>
<version>${curator.version}</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-client</artifactId>
<version>${hadoop.version}</version>
<scope>${hadoop.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.codehaus.jackson</groupId>
<artifactId>jackson-mapper-asl</artifactId>
</exclusion>
<exclusion>
<groupId>org.ow2.asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.jboss.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
<exclusion>
<groupId>org.mockito</groupId>
<artifactId>mockito-all</artifactId>
</exclusion>
<exclusion>
<groupId>org.mortbay.jetty</groupId>
<artifactId>servlet-api-2.5</artifactId>
</exclusion>
<exclusion>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
<exclusion>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.jersey-test-framework</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.contribs</groupId>
<artifactId>*</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.avro</groupId>
<artifactId>avro</artifactId>
<version>${avro.version}</version>
<scope>${hadoop.deps.scope}</scope>
</dependency>
<dependency>
<groupId>org.apache.avro</groupId>
<artifactId>avro-ipc</artifactId>
<version>${avro.version}</version>
<scope>${hadoop.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>io.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
<exclusion>
<groupId>org.mortbay.jetty</groupId>
<artifactId>jetty</artifactId>
</exclusion>
<exclusion>
<groupId>org.mortbay.jetty</groupId>
<artifactId>jetty-util</artifactId>
</exclusion>
<exclusion>
<groupId>org.mortbay.jetty</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.velocity</groupId>
<artifactId>velocity</artifactId>
</exclusion>
</exclusions>
</dependency>
<!-- avro-mapred for some reason depends on avro-ipc's test jar, so undo that. -->
<dependency>
<groupId>org.apache.avro</groupId>
<artifactId>avro-ipc</artifactId>
<classifier>tests</classifier>
<version>${avro.version}</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.apache.avro</groupId>
<artifactId>avro-mapred</artifactId>
<version>${avro.version}</version>
<classifier>${avro.mapred.classifier}</classifier>
<scope>${hive.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>io.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
<exclusion>
<groupId>org.mortbay.jetty</groupId>
<artifactId>jetty</artifactId>
</exclusion>
<exclusion>
<groupId>org.mortbay.jetty</groupId>
<artifactId>jetty-util</artifactId>
</exclusion>
<exclusion>
<groupId>org.mortbay.jetty</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.velocity</groupId>
<artifactId>velocity</artifactId>
</exclusion>
</exclusions>
</dependency>
<!-- See SPARK-1556 for info on this dependency: -->
<dependency>
<groupId>net.java.dev.jets3t</groupId>
<artifactId>jets3t</artifactId>
<version>${jets3t.version}</version>
<scope>${hadoop.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-yarn-api</artifactId>
<version>${yarn.version}</version>
<scope>${hadoop.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
<exclusion>
<groupId>asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.ow2.asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.jboss.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.jersey-test-framework</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.contribs</groupId>
<artifactId>*</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-yarn-common</artifactId>
<version>${yarn.version}</version>
<scope>${hadoop.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.ow2.asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.jboss.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
<exclusion>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.jersey-test-framework</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.contribs</groupId>
<artifactId>*</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-yarn-server-tests</artifactId>
<version>${yarn.version}</version>
<classifier>tests</classifier>
<scope>test</scope>
<exclusions>
<exclusion>
<groupId>asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.ow2.asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.jboss.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
<exclusion>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.jersey-test-framework</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.contribs</groupId>
<artifactId>*</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-yarn-server-web-proxy</artifactId>
<version>${yarn.version}</version>
<scope>${hadoop.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.ow2.asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.jboss.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
<exclusion>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.jersey-test-framework</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.contribs</groupId>
<artifactId>*</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-yarn-client</artifactId>
<version>${yarn.version}</version>
<scope>${hadoop.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.ow2.asm</groupId>
<artifactId>asm</artifactId>
</exclusion>
<exclusion>
<groupId>org.jboss.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
<exclusion>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.jersey-test-framework</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>com.sun.jersey.contribs</groupId>
<artifactId>*</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.zookeeper</groupId>
<artifactId>zookeeper</artifactId>
<version>${zookeeper.version}</version>
<scope>${hadoop.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>org.jboss.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.codehaus.jackson</groupId>
<artifactId>jackson-core-asl</artifactId>
<version>${codehaus.jackson.version}</version>
<scope>${hadoop.deps.scope}</scope>
</dependency>
<dependency>
<groupId>org.codehaus.jackson</groupId>
<artifactId>jackson-mapper-asl</artifactId>
<version>${codehaus.jackson.version}</version>
<scope>${hadoop.deps.scope}</scope>
</dependency>
<dependency>
<groupId>org.codehaus.jackson</groupId>
<artifactId>jackson-xc</artifactId>
<version>${codehaus.jackson.version}</version>
</dependency>
<dependency>
<groupId>org.codehaus.jackson</groupId>
<artifactId>jackson-jaxrs</artifactId>
<version>${codehaus.jackson.version}</version>
</dependency>
<dependency>
<groupId>${hive.group}</groupId>
<artifactId>hive-beeline</artifactId>
<version>${hive.version}</version>
<scope>${hive.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-common</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-exec</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-jdbc</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-metastore</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-service</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-shims</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libthrift</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
</exclusion>
<exclusion>
<groupId>log4j</groupId>
<artifactId>log4j</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>${hive.group}</groupId>
<artifactId>hive-cli</artifactId>
<version>${hive.version}</version>
<scope>${hive.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-common</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-exec</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-jdbc</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-metastore</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-serde</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-service</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-shims</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libthrift</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
</exclusion>
<exclusion>
<groupId>log4j</groupId>
<artifactId>log4j</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>${hive.group}</groupId>
<artifactId>hive-common</artifactId>
<version>${hive.version}</version>
<scope>${hive.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-shims</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.ant</groupId>
<artifactId>ant</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.zookeeper</groupId>
<artifactId>zookeeper</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
</exclusion>
<exclusion>
<groupId>log4j</groupId>
<artifactId>log4j</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>${hive.group}</groupId>
<artifactId>hive-exec</artifactId>
<!--
<classifier>core</classifier>
-->
<version>${hive.version}</version>
<scope>${hive.deps.scope}</scope>
<exclusions>
<!-- pull this in when needed; the explicit definition culls the surplis-->
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-metastore</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-shims</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-ant</artifactId>
</exclusion>
<!-- break the loop -->
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>spark-client</artifactId>
</exclusion>
<!-- excluded dependencies & transitive.
Some may be needed to be explicitly included-->
<exclusion>
<groupId>ant</groupId>
<artifactId>ant</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.ant</groupId>
<artifactId>ant</artifactId>
</exclusion>
<exclusion>
<groupId>com.esotericsoftware.kryo</groupId>
<artifactId>kryo</artifactId>
</exclusion>
<exclusion>
<groupId>commons-codec</groupId>
<artifactId>commons-codec</artifactId>
</exclusion>
<exclusion>
<groupId>commons-httpclient</groupId>
<artifactId>commons-httpclient</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.avro</groupId>
<artifactId>avro-mapred</artifactId>
</exclusion>
<!-- this is needed and must be explicitly included later-->
<exclusion>
<groupId>org.apache.calcite</groupId>
<artifactId>calcite-core</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.curator</groupId>
<artifactId>apache-curator</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.curator</groupId>
<artifactId>curator-client</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.curator</groupId>
<artifactId>curator-framework</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libthrift</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libfb303</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.zookeeper</groupId>
<artifactId>zookeeper</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
</exclusion>
<exclusion>
<groupId>log4j</groupId>
<artifactId>log4j</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
<exclusion>
<groupId>org.codehaus.groovy</groupId>
<artifactId>groovy-all</artifactId>
</exclusion>
<exclusion>
<groupId>jline</groupId>
<artifactId>jline</artifactId>
</exclusion>
<!-- Cat X license now; see SPARK-18262 -->
<exclusion>
<groupId>org.json</groupId>
<artifactId>json</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>${hive.group}</groupId>
<artifactId>hive-jdbc</artifactId>
<version>${hive.version}</version>
<exclusions>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-common</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-common</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-metastore</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-serde</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-service</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-shims</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.curator</groupId>
<artifactId>curator-framework</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libthrift</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libfb303</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.zookeeper</groupId>
<artifactId>zookeeper</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
</exclusion>
<exclusion>
<groupId>log4j</groupId>
<artifactId>log4j</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
<exclusion>
<groupId>org.codehaus.groovy</groupId>
<artifactId>groovy-all</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>${hive.group}</groupId>
<artifactId>hive-metastore</artifactId>
<version>${hive.version}</version>
<scope>${hive.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-serde</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-shims</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libfb303</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libthrift</artifactId>
</exclusion>
<exclusion>
<groupId>org.mortbay.jetty</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
<exclusion>
<groupId>com.google.guava</groupId>
<artifactId>guava</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>${hive.group}</groupId>
<artifactId>hive-serde</artifactId>
<version>${hive.version}</version>
<scope>${hive.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-common</artifactId>
</exclusion>
<exclusion>
<groupId>${hive.group}</groupId>
<artifactId>hive-shims</artifactId>
</exclusion>
<exclusion>
<groupId>commons-codec</groupId>
<artifactId>commons-codec</artifactId>
</exclusion>
<exclusion>
<groupId>com.google.code.findbugs</groupId>
<artifactId>jsr305</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.avro</groupId>
<artifactId>avro</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libthrift</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libfb303</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
</exclusion>
<exclusion>
<groupId>log4j</groupId>
<artifactId>log4j</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
<exclusion>
<groupId>org.codehaus.groovy</groupId>
<artifactId>groovy-all</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>net.sf.jpam</groupId>
<artifactId>jpam</artifactId>
<scope>${hive.deps.scope}</scope>
<version>${jpam.version}</version>
<exclusions>
<exclusion>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
</exclusions>
</dependency>
<!-- hive shims pulls in hive 0.23 and a transitive dependency of the Hadoop version
Hive was built against. This dependency cuts out the YARN/hadoop dependency, which
is needed by Hive to submit work to a YARN cluster.-->
<dependency>
<groupId>${hive.group}</groupId>
<artifactId>hive-shims</artifactId>
<version>${hive.version}</version>
<scope>${hive.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>com.google.guava</groupId>
<artifactId>guava</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-yarn-server-resourcemanager</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.curator</groupId>
<artifactId>curator-framework</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libthrift</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.zookeeper</groupId>
<artifactId>zookeeper</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
</exclusion>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
</exclusion>
<exclusion>
<groupId>log4j</groupId>
<artifactId>log4j</artifactId>
</exclusion>
<exclusion>
<groupId>commons-logging</groupId>
<artifactId>commons-logging</artifactId>
</exclusion>
<exclusion>
<groupId>org.codehaus.groovy</groupId>
<artifactId>groovy-all</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.parquet</groupId>
<artifactId>parquet-column</artifactId>
<version>${parquet.version}</version>
<scope>${parquet.deps.scope}</scope>
</dependency>
<dependency>
<groupId>org.apache.parquet</groupId>
<artifactId>parquet-hadoop</artifactId>
<version>${parquet.version}</version>
<scope>${parquet.deps.scope}</scope>
</dependency>
<dependency>
<groupId>org.apache.parquet</groupId>
<artifactId>parquet-avro</artifactId>
<version>${parquet.version}</version>
<scope>${parquet.test.deps.scope}</scope>
</dependency>
<dependency>
<groupId>com.twitter</groupId>
<artifactId>parquet-hadoop-bundle</artifactId>
<version>${hive.parquet.version}</version>
<scope>compile</scope>
</dependency>
<dependency>
<groupId>org.apache.flume</groupId>
<artifactId>flume-ng-core</artifactId>
<version>${flume.version}</version>
<scope>${flume.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>io.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.flume</groupId>
<artifactId>flume-ng-auth</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libthrift</artifactId>
</exclusion>
<exclusion>
<groupId>org.mortbay.jetty</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.flume</groupId>
<artifactId>flume-ng-sdk</artifactId>
<version>${flume.version}</version>
<scope>${flume.deps.scope}</scope>
<exclusions>
<exclusion>
<groupId>io.netty</groupId>
<artifactId>netty</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.thrift</groupId>
<artifactId>libthrift</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.calcite</groupId>
<artifactId>calcite-core</artifactId>
<version>${calcite.version}</version>
<exclusions>
<exclusion>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-annotations</artifactId>
</exclusion>
<exclusion>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-core</artifactId>
</exclusion>
<exclusion>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-databind</artifactId>
</exclusion>
<exclusion>
<groupId>com.google.guava</groupId>
<artifactId>guava</artifactId>
</exclusion>
<exclusion>
<groupId>com.google.code.findbugs</groupId>
<artifactId>jsr305</artifactId>
</exclusion>
<exclusion>
<groupId>org.codehaus.janino</groupId>
<artifactId>janino</artifactId>
</exclusion>
<exclusion>
<groupId>org.codehaus.janino</groupId>
<artifactId>commons-compiler</artifactId>
</exclusion>
<!-- hsqldb interferes with the use of derby as the default db
in hive's use of datanucleus.
-->
<exclusion>
<groupId>org.hsqldb</groupId>
<artifactId>hsqldb</artifactId>
</exclusion>
<exclusion>
<groupId>org.pentaho</groupId>
<artifactId>pentaho-aggdesigner-algorithm</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.calcite</groupId>
<artifactId>calcite-avatica</artifactId>
<version>${calcite.version}</version>
<exclusions>
<exclusion>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-annotations</artifactId>
</exclusion>
<exclusion>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-core</artifactId>
</exclusion>
<exclusion>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-databind</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.codehaus.janino</groupId>
<artifactId>janino</artifactId>
<version>${janino.version}</version>
</dependency>
<dependency>
<groupId>org.codehaus.janino</groupId>
<artifactId>commons-compiler</artifactId>
<version>${janino.version}</version>
</dependency>
<dependency>
<groupId>joda-time</groupId>
<artifactId>joda-time</artifactId>
<version>${joda.version}</version>
</dependency>
<dependency>
<groupId>org.jodd</groupId>
<artifactId>jodd-core</artifactId>
<version>${jodd.version}</version>
</dependency>
<dependency>
<groupId>org.datanucleus</groupId>
<artifactId>datanucleus-core</artifactId>
<version>${datanucleus-core.version}</version>
</dependency>
<dependency>
<groupId>org.apache.thrift</groupId>
<artifactId>libthrift</artifactId>
<version>${libthrift.version}</version>
<exclusions>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.thrift</groupId>
<artifactId>libfb303</artifactId>
<version>${libthrift.version}</version>
<exclusions>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.antlr</groupId>
<artifactId>antlr4-runtime</artifactId>
<version>${antlr4.version}</version>
</dependency>
<dependency>
<groupId>${jline.groupid}</groupId>
<artifactId>jline</artifactId>
<version>${jline.version}</version>
</dependency>
<dependency>
<groupId>org.apache.commons</groupId>
<artifactId>commons-crypto</artifactId>
<version>${commons-crypto.version}</version>
<exclusions>
<exclusion>
<groupId>net.java.dev.jna</groupId>
<artifactId>jna</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>com.thoughtworks.paranamer</groupId>
<artifactId>paranamer</artifactId>
<version>${paranamer.version}</version>
</dependency>
<dependency>
<groupId>org.apache.arrow</groupId>
<artifactId>arrow-vector</artifactId>
<version>${arrow.version}</version>
<exclusions>
<exclusion>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-annotations</artifactId>
</exclusion>
<exclusion>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-databind</artifactId>
</exclusion>
<exclusion>
<groupId>io.netty</groupId>
<artifactId>netty-handler</artifactId>
</exclusion>
</exclusions>
</dependency>
</dependencies>
</dependencyManagement>
<build>
<pluginManagement>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-enforcer-plugin</artifactId>
<version>1.4.1</version>
<executions>
<execution>
<id>enforce-versions</id>
<goals>
<goal>enforce</goal>
</goals>
<configuration>
<rules>
<requireMavenVersion>
<version>${maven.version}</version>
</requireMavenVersion>
<requireJavaVersion>
<version>${java.version}</version>
</requireJavaVersion>
<bannedDependencies>
<excludes>
<!--
Akka depends on io.netty:netty, which puts classes under the org.jboss.netty
package. This conflicts with the classes in org.jboss.netty:netty
artifact, so we have to ban that artifact here. In Netty 4.x, the classes
are under the io.netty package, so it's fine for us to depend on both
io.netty:netty and io.netty:netty-all.
-->
<exclude>org.jboss.netty</exclude>
<exclude>org.codehaus.groovy</exclude>
</excludes>
<searchTransitive>true</searchTransitive>
</bannedDependencies>
</rules>
</configuration>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.codehaus.mojo</groupId>
<artifactId>build-helper-maven-plugin</artifactId>
<version>3.0.0</version>
</plugin>
<plugin>
<groupId>net.alchim31.maven</groupId>
<artifactId>scala-maven-plugin</artifactId>
<version>3.2.2</version>
<executions>
<execution>
<id>eclipse-add-source</id>
<goals>
<goal>add-source</goal>
</goals>
</execution>
<execution>
<id>scala-compile-first</id>
<phase>process-resources</phase>
<goals>
<goal>compile</goal>
</goals>
</execution>
<execution>
<id>scala-test-compile-first</id>
<phase>process-test-resources</phase>
<goals>
<goal>testCompile</goal>
</goals>
</execution>
<execution>
<id>attach-scaladocs</id>
<phase>verify</phase>
<goals>
<goal>doc-jar</goal>
</goals>
</execution>
</executions>
<configuration>
<scalaVersion>${scala.version}</scalaVersion>
<recompileMode>incremental</recompileMode>
<useZincServer>true</useZincServer>
<args>
<arg>-unchecked</arg>
<arg>-deprecation</arg>
<arg>-feature</arg>
</args>
<jvmArgs>
<jvmArg>-Xms1024m</jvmArg>
<jvmArg>-Xmx1024m</jvmArg>
<jvmArg>-XX:ReservedCodeCacheSize=${CodeCacheSize}</jvmArg>
</jvmArgs>
<javacArgs>
<javacArg>-source</javacArg>
<javacArg>${java.version}</javacArg>
<javacArg>-target</javacArg>
<javacArg>${java.version}</javacArg>
<javacArg>-Xlint:all,-serial,-path</javacArg>
</javacArgs>
</configuration>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<version>3.6.1</version>
<configuration>
<source>${java.version}</source>
<target>${java.version}</target>
<encoding>UTF-8</encoding>
<maxmem>1024m</maxmem>
<fork>true</fork>
<compilerArgs>
<arg>-Xlint:all,-serial,-path</arg>
</compilerArgs>
</configuration>
</plugin>
<plugin>
<groupId>org.antlr</groupId>
<artifactId>antlr4-maven-plugin</artifactId>
<version>${antlr4.version}</version>
</plugin>
<!-- Surefire runs all Java tests -->
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-surefire-plugin</artifactId>
<version>2.19.1</version>
<!-- Note config is repeated in scalatest config -->
<configuration>
<includes>
<include>**/Test*.java</include>
<include>**/*Test.java</include>
<include>**/*TestCase.java</include>
<include>**/*Suite.java</include>
</includes>
<reportsDirectory>${project.build.directory}/surefire-reports</reportsDirectory>
<argLine>-Xmx3g -Xss4096k -XX:ReservedCodeCacheSize=${CodeCacheSize}</argLine>
<environmentVariables>
<!--
Setting SPARK_DIST_CLASSPATH is a simple way to make sure any child processes
launched by the tests have access to the correct test-time classpath.
-->
<SPARK_DIST_CLASSPATH>${test_classpath}</SPARK_DIST_CLASSPATH>
<SPARK_PREPEND_CLASSES>1</SPARK_PREPEND_CLASSES>
<SPARK_SCALA_VERSION>${scala.binary.version}</SPARK_SCALA_VERSION>
<SPARK_TESTING>1</SPARK_TESTING>
<JAVA_HOME>${test.java.home}</JAVA_HOME>
</environmentVariables>
<systemProperties>
<log4j.configuration>file:src/test/resources/log4j.properties</log4j.configuration>
<derby.system.durability>test</derby.system.durability>
<java.awt.headless>true</java.awt.headless>
<java.io.tmpdir>${project.build.directory}/tmp</java.io.tmpdir>
<spark.test.home>${spark.test.home}</spark.test.home>
<spark.testing>1</spark.testing>
<spark.master.rest.enabled>false</spark.master.rest.enabled>
<spark.ui.enabled>false</spark.ui.enabled>
<spark.ui.showConsoleProgress>false</spark.ui.showConsoleProgress>
<spark.unsafe.exceptionOnMemoryLeak>true</spark.unsafe.exceptionOnMemoryLeak>
<spark.memory.debugFill>true</spark.memory.debugFill>
<!-- Needed by sql/hive tests. -->
<test.src.tables>src</test.src.tables>
</systemProperties>
<failIfNoTests>false</failIfNoTests>
<excludedGroups>${test.exclude.tags}</excludedGroups>
</configuration>
<executions>
<execution>
<id>test</id>
<goals>
<goal>test</goal>
</goals>
</execution>
</executions>
</plugin>
<!-- Scalatest runs all Scala tests -->
<plugin>
<groupId>org.scalatest</groupId>
<artifactId>scalatest-maven-plugin</artifactId>
<version>1.0</version>
<!-- Note config is repeated in surefire config -->
<configuration>
<reportsDirectory>${project.build.directory}/surefire-reports</reportsDirectory>
<junitxml>.</junitxml>
<filereports>SparkTestSuite.txt</filereports>
<argLine>-ea -Xmx3g -XX:ReservedCodeCacheSize=${CodeCacheSize}</argLine>
<stderr/>
<environmentVariables>
<!--
Setting SPARK_DIST_CLASSPATH is a simple way to make sure any child processes
launched by the tests have access to the correct test-time classpath.
-->
<SPARK_DIST_CLASSPATH>${test_classpath}</SPARK_DIST_CLASSPATH>
<SPARK_PREPEND_CLASSES>1</SPARK_PREPEND_CLASSES>
<SPARK_SCALA_VERSION>${scala.binary.version}</SPARK_SCALA_VERSION>
<SPARK_TESTING>1</SPARK_TESTING>
<JAVA_HOME>${test.java.home}</JAVA_HOME>
</environmentVariables>
<systemProperties>
<log4j.configuration>file:src/test/resources/log4j.properties</log4j.configuration>
<derby.system.durability>test</derby.system.durability>
<java.awt.headless>true</java.awt.headless>
<java.io.tmpdir>${project.build.directory}/tmp</java.io.tmpdir>
<spark.test.home>${spark.test.home}</spark.test.home>
<spark.testing>1</spark.testing>
<spark.ui.enabled>false</spark.ui.enabled>
<spark.ui.showConsoleProgress>false</spark.ui.showConsoleProgress>
<spark.unsafe.exceptionOnMemoryLeak>true</spark.unsafe.exceptionOnMemoryLeak>
<!-- Needed by sql/hive tests. -->
<test.src.tables>__not_used__</test.src.tables>
</systemProperties>
<tagsToExclude>${test.exclude.tags}</tagsToExclude>
</configuration>
<executions>
<execution>
<id>test</id>
<goals>
<goal>test</goal>
</goals>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-jar-plugin</artifactId>
<version>3.0.2</version>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-antrun-plugin</artifactId>
<version>${maven-antrun.version}</version>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-source-plugin</artifactId>
<version>3.0.1</version>
<configuration>
<attach>true</attach>
</configuration>
<executions>
<execution>
<id>create-source-jar</id>
<goals>
<goal>jar-no-fork</goal>
<goal>test-jar-no-fork</goal>
</goals>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-clean-plugin</artifactId>
<version>3.0.0</version>
<configuration>
<filesets>
<fileset>
<directory>work</directory>
</fileset>
<fileset>
<directory>checkpoint</directory>
</fileset>
<fileset>
<directory>lib_managed</directory>
</fileset>
</filesets>
</configuration>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-javadoc-plugin</artifactId>
<version>2.10.4</version>
<configuration>
<additionalparam>-Xdoclint:all -Xdoclint:-missing</additionalparam>
<tags>
<tag>
<name>example</name>
<placement>a</placement>
<head>Example:</head>
</tag>
<tag>
<name>note</name>
<placement>a</placement>
<head>Note:</head>
</tag>
<tag>
<name>group</name>
<placement>X</placement>
</tag>
<tag>
<name>tparam</name>
<placement>X</placement>
</tag>
<tag>
<name>constructor</name>
<placement>X</placement>
</tag>
<tag>
<name>todo</name>
<placement>X</placement>
</tag>
<tag>
<name>groupname</name>
<placement>X</placement>
</tag>
</tags>
</configuration>
</plugin>
<plugin>
<groupId>org.codehaus.mojo</groupId>
<artifactId>exec-maven-plugin</artifactId>
<version>1.5.0</version>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-assembly-plugin</artifactId>
<version>3.0.0</version>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-shade-plugin</artifactId>
<version>3.0.0</version>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-install-plugin</artifactId>
<version>2.5.2</version>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-deploy-plugin</artifactId>
<version>2.8.2</version>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-dependency-plugin</artifactId>
<version>3.0.0</version>
<executions>
<execution>
<id>default-cli</id>
<goals>
<goal>build-classpath</goal>
</goals>
<configuration>
<!-- This includes dependencies with 'runtime' and 'compile' scopes;
see the docs for includeScope for more details -->
<includeScope>runtime</includeScope>
</configuration>
</execution>
</executions>
</plugin>
<!-- This plugin's configuration is used to store Eclipse m2e settings only. -->
<!-- It has no influence on the Maven build itself. -->
<plugin>
<groupId>org.eclipse.m2e</groupId>
<artifactId>lifecycle-mapping</artifactId>
<version>1.0.0</version>
<configuration>
<lifecycleMappingMetadata>
<pluginExecutions>
<pluginExecution>
<pluginExecutionFilter>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-dependency-plugin</artifactId>
<versionRange>[2.8,)</versionRange>
<goals>
<goal>build-classpath</goal>
</goals>
</pluginExecutionFilter>
<action>
<ignore></ignore>
</action>
</pluginExecution>
<pluginExecution>
<pluginExecutionFilter>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-jar-plugin</artifactId>
<versionRange>[2.6,)</versionRange>
<goals>
<goal>test-jar</goal>
</goals>
</pluginExecutionFilter>
<action>
<ignore></ignore>
</action>
</pluginExecution>
<pluginExecution>
<pluginExecutionFilter>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-antrun-plugin</artifactId>
<versionRange>[${maven-antrun.version},)</versionRange>
<goals>
<goal>run</goal>
</goals>
</pluginExecutionFilter>
<action>
<ignore></ignore>
</action>
</pluginExecution>
</pluginExecutions>
</lifecycleMappingMetadata>
</configuration>
</plugin>
</plugins>
</pluginManagement>
<plugins>
<!-- This plugin dumps the test classpath into a file -->
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-dependency-plugin</artifactId>
<executions>
<execution>
<id>generate-test-classpath</id>
<phase>test-compile</phase>
<goals>
<goal>build-classpath</goal>
</goals>
<configuration>
<includeScope>test</includeScope>
<outputProperty>test_classpath</outputProperty>
</configuration>
</execution>
<execution>
<id>copy-module-dependencies</id>
<phase>${build.copyDependenciesPhase}</phase>
<goals>
<goal>copy-dependencies</goal>
</goals>
<configuration>
<includeScope>runtime</includeScope>
<outputDirectory>${jars.target.dir}</outputDirectory>
</configuration>
</execution>
</executions>
</plugin>
<!--
The shade plug-in is used here to create effective pom's (see SPARK-3812), and also
remove references from the shaded libraries from artifacts published by Spark.
-->
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-shade-plugin</artifactId>
<configuration>
<shadedArtifactAttached>false</shadedArtifactAttached>
<artifactSet>
<includes>
<include>org.spark-project.spark:unused</include>
<include>org.eclipse.jetty:jetty-io</include>
<include>org.eclipse.jetty:jetty-http</include>
<include>org.eclipse.jetty:jetty-proxy</include>
<include>org.eclipse.jetty:jetty-client</include>
<include>org.eclipse.jetty:jetty-continuation</include>
<include>org.eclipse.jetty:jetty-servlet</include>
<include>org.eclipse.jetty:jetty-servlets</include>
<include>org.eclipse.jetty:jetty-plus</include>
<include>org.eclipse.jetty:jetty-security</include>
<include>org.eclipse.jetty:jetty-util</include>
<include>org.eclipse.jetty:jetty-server</include>
<include>com.google.guava:guava</include>
</includes>
</artifactSet>
<relocations>
<relocation>
<pattern>org.eclipse.jetty</pattern>
<shadedPattern>${spark.shade.packageName}.jetty</shadedPattern>
<includes>
<include>org.eclipse.jetty.**</include>
</includes>
</relocation>
<relocation>
<pattern>com.google.common</pattern>
<shadedPattern>${spark.shade.packageName}.guava</shadedPattern>
</relocation>
</relocations>
</configuration>
<executions>
<execution>
<phase>package</phase>
<goals>
<goal>shade</goal>
</goals>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-enforcer-plugin</artifactId>
</plugin>
<plugin>
<groupId>net.alchim31.maven</groupId>
<artifactId>scala-maven-plugin</artifactId>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-source-plugin</artifactId>
</plugin>
<plugin>
<groupId>org.scalastyle</groupId>
<artifactId>scalastyle-maven-plugin</artifactId>
<version>0.8.0</version>
<configuration>
<verbose>false</verbose>
<failOnViolation>true</failOnViolation>
<includeTestSourceDirectory>false</includeTestSourceDirectory>
<failOnWarning>false</failOnWarning>
<sourceDirectory>${basedir}/src/main/scala</sourceDirectory>
<testSourceDirectory>${basedir}/src/test/scala</testSourceDirectory>
<configLocation>scalastyle-config.xml</configLocation>
<outputFile>${basedir}/target/scalastyle-output.xml</outputFile>
<inputEncoding>${project.build.sourceEncoding}</inputEncoding>
<outputEncoding>${project.reporting.outputEncoding}</outputEncoding>
</configuration>
<executions>
<execution>
<goals>
<goal>check</goal>
</goals>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-checkstyle-plugin</artifactId>
<version>2.17</version>
<configuration>
<verbose>false</verbose>
<failOnViolation>false</failOnViolation>
<includeTestSourceDirectory>true</includeTestSourceDirectory>
<failOnWarning>false</failOnWarning>
<sourceDirectories>${basedir}/src/main/java,${basedir}/src/main/scala</sourceDirectories>
<testSourceDirectory>${basedir}/src/test/java</testSourceDirectory>
<configLocation>dev/checkstyle.xml</configLocation>
<outputFile>${basedir}/target/checkstyle-output.xml</outputFile>
<inputEncoding>${project.build.sourceEncoding}</inputEncoding>
<outputEncoding>${project.reporting.outputEncoding}</outputEncoding>
</configuration>
<executions>
<execution>
<goals>
<goal>check</goal>
</goals>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-antrun-plugin</artifactId>
<executions>
<execution>
<id>create-tmp-dir</id>
<phase>generate-test-resources</phase>
<goals>
<goal>run</goal>
</goals>
<configuration>
<target>
<mkdir dir="${project.build.directory}/tmp" />
</target>
</configuration>
</execution>
</executions>
</plugin>
<!-- Enable surefire and scalatest in all children, in one place: -->
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-surefire-plugin</artifactId>
</plugin>
<plugin>
<groupId>org.scalatest</groupId>
<artifactId>scalatest-maven-plugin</artifactId>
</plugin>
<!-- Build test-jar's for all projects, since some projects depend on tests from others -->
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-jar-plugin</artifactId>
<executions>
<execution>
<id>prepare-test-jar</id>
<phase>${build.testJarPhase}</phase>
<goals>
<goal>test-jar</goal>
</goals>
<configuration>
<excludes>
<exclude>log4j.properties</exclude>
</excludes>
</configuration>
</execution>
</executions>
</plugin>
</plugins>
</build>
<profiles>
<!--
This profile is enabled automatically by the sbt built. It changes the scope for the guava
dependency, since we don't shade it in the artifacts generated by the sbt build.
-->
<profile>
<id>sbt</id>
<dependencies>
<dependency>
<groupId>com.google.guava</groupId>
<artifactId>guava</artifactId>
<scope>compile</scope>
</dependency>
</dependencies>
</profile>
<!-- Ganglia integration is not included by default due to LGPL-licensed code -->
<profile>
<id>spark-ganglia-lgpl</id>
<modules>
<module>external/spark-ganglia-lgpl</module>
</modules>
</profile>
<!-- Kinesis integration is not included by default due to ASL-licensed code -->
<profile>
<id>kinesis-asl</id>
<modules>
<module>external/kinesis-asl</module>
<module>external/kinesis-asl-assembly</module>
</modules>
</profile>
<profile>
<id>docker-integration-tests</id>
<modules>
<module>external/docker-integration-tests</module>
</modules>
</profile>
<!-- A series of build profiles where customizations for particular Hadoop releases can be made -->
<!-- Hadoop-a.b.c dependencies can be found at
http://hadoop.apache.org/docs/ra.b.c/hadoop-project-dist/hadoop-common/dependency-analysis.html
-->
<profile>
<id>hadoop-2.6</id>
<!-- Default hadoop profile. Uses global properties. -->
</profile>
<profile>
<id>hadoop-2.7</id>
<properties>
<hadoop.version>2.7.3</hadoop.version>
<curator.version>2.7.1</curator.version>
</properties>
</profile>
<profile>
<id>yarn</id>
<modules>
<module>resource-managers/yarn</module>
<module>common/network-yarn</module>
</modules>
</profile>
<profile>
<id>mesos</id>
<modules>
<module>resource-managers/mesos</module>
</modules>
</profile>
<profile>
<id>hive-thriftserver</id>
<modules>
<module>sql/hive-thriftserver</module>
</modules>
</profile>
<profile>
<id>hadoop-cloud</id>
<modules>
<module>hadoop-cloud</module>
</modules>
</profile>
<profile>
<id>scala-2.10</id>
<activation>
<property><name>scala-2.10</name></property>
</activation>
<properties>
<scala.version>2.10.6</scala.version>
<scala.binary.version>2.10</scala.binary.version>
<jline.version>${scala.version}</jline.version>
<jline.groupid>org.scala-lang</jline.groupid>
</properties>
<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-enforcer-plugin</artifactId>
<executions>
<execution>
<id>enforce-versions</id>
<goals>
<goal>enforce</goal>
</goals>
<configuration>
<rules>
<bannedDependencies>
<excludes combine.children="append">
<exclude>*:*_2.11</exclude>
</excludes>
</bannedDependencies>
</rules>
</configuration>
</execution>
</executions>
</plugin>
</plugins>
</build>
</profile>
<profile>
<id>test-java-home</id>
<activation>
<property><name>env.JAVA_HOME</name></property>
</activation>
<properties>
<test.java.home>${env.JAVA_HOME}</test.java.home>
</properties>
</profile>
<profile>
<id>scala-2.11</id>
<activation>
<property><name>!scala-2.10</name></property>
</activation>
<properties>
<scala.version>2.11.8</scala.version>
<scala.binary.version>2.11</scala.binary.version>
<jline.version>2.12.1</jline.version>
<jline.groupid>jline</jline.groupid>
</properties>
<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-enforcer-plugin</artifactId>
<executions>
<execution>
<id>enforce-versions</id>
<goals>
<goal>enforce</goal>
</goals>
<configuration>
<rules>
<bannedDependencies>
<excludes combine.children="append">
<exclude>*:*_2.10</exclude>
</excludes>
</bannedDependencies>
</rules>
</configuration>
</execution>
</executions>
</plugin>
</plugins>
</build>
</profile>
<!--
This is a profile to enable the use of the ASF snapshot and staging repositories
during a build. It is useful when testing againt nightly or RC releases of dependencies.
It MUST NOT be used when building copies of Spark to use in production of for distribution,
-->
<profile>
<id>snapshots-and-staging</id>
<properties>
<!-- override point for ASF staging/snapshot repos -->
<asf.staging>https://repository.apache.org/content/groups/staging/</asf.staging>
<asf.snapshots>https://repository.apache.org/content/repositories/snapshots/</asf.snapshots>
</properties>
<pluginRepositories>
<pluginRepository>
<id>ASF Staging</id>
<url>${asf.staging}</url>
</pluginRepository>
<pluginRepository>
<id>ASF Snapshots</id>
<url>${asf.snapshots}</url>
<snapshots>
<enabled>true</enabled>
</snapshots>
<releases>
<enabled>false</enabled>
</releases>
</pluginRepository>
</pluginRepositories>
<repositories>
<repository>
<id>ASF Staging</id>
<url>${asf.staging}</url>
</repository>
<repository>
<id>ASF Snapshots</id>
<url>${asf.snapshots}</url>
<snapshots>
<enabled>true</enabled>
</snapshots>
<releases>
<enabled>false</enabled>
</releases>
</repository>
</repositories>
</profile>
<!--
These empty profiles are available in some sub-modules. Declare them here so that
maven does not complain when they're provided on the command line for a sub-module
that does not have them.
-->
<profile>
<id>flume-provided</id>
</profile>
<profile>
<id>hadoop-provided</id>
</profile>
<profile>
<id>hive-provided</id>
</profile>
<profile>
<id>parquet-provided</id>
</profile>
<profile>
<id>sparkr</id>
</profile>
</profiles>
</project>
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