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pom.xml
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pom.xml
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<?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</groupId>
<artifactId>apache</artifactId>
<version>18</version>
</parent>
<groupId>org.apache.systemds</groupId>
<version>2.2.0-SNAPSHOT</version>
<artifactId>systemds</artifactId>
<packaging>jar</packaging>
<name>SystemDS</name>
<url>https://github.com/apache/systemds</url>
<description>Declarative End-to-End Data Science</description>
<licenses>
<license>
<name>Apache 2.0 License</name>
<url>http://www.apache.org/licenses/LICENSE-2.0.html</url>
</license>
</licenses>
<properties>
<hadoop.version>2.6.0</hadoop.version>
<antlr.version>4.5.3</antlr.version>
<spark.version>2.1.0</spark.version>
<scala.version>2.11.8</scala.version>
<scala.binary.version>2.11</scala.binary.version>
<maven.build.timestamp.format>yyyy-MM-dd HH:mm:ss z</maven.build.timestamp.format>
<enableGPU>false</enableGPU>
<jcuda.scope>provided</jcuda.scope>
<jcuda.version>10.2.0</jcuda.version>
<!-->Testing settings<!-->
<maven.test.skip>true</maven.test.skip>
<rerun.failing.tests.count>2</rerun.failing.tests.count>
<jacoco.skip>true</jacoco.skip>
<automatedtestbase.outputbuffering>false</automatedtestbase.outputbuffering>
<argLine>-Xms3300m -Xmx3300m -Xmn330m</argLine>
<enableStats>false</enableStats>
</properties>
<repositories>
<repository>
<id>central</id>
<url>https://repo1.maven.org/maven2</url>
<releases>
<enabled>true</enabled>
</releases>
</repository>
</repositories>
<scm>
<developerConnection>scm:git:https://github.com/apache/systemds.git</developerConnection>
<tag>HEAD</tag>
</scm>
<build>
<!-- Adds scripts to main jar, in-memory jar, sources jar, and standalone jar -->
<resources>
<resource>
<directory>scripts</directory>
<excludes>
<exclude>algorithms/obsolete/*</exclude>
<exclude>datagen/obsolete/*</exclude>
<exclude>perftest/**/*</exclude>
<exclude>perftest</exclude>
<exclude>perftestDeprecated/*</exclude>
<exclude>perftestDeprecated</exclude>
<exclude>staging/**/*</exclude>
<exclude>nn/test/compare_backends/*</exclude>
<exclude>nn/test/compare_backends/*</exclude>
</excludes>
<targetPath>scripts</targetPath>
</resource>
<resource>
<directory>src/main/cuda/kernels</directory>
<includes>
<include>SystemDS.ptx</include>
<include>reduction.ptx</include>
</includes>
<targetPath>cuda/kernels</targetPath>
</resource>
<resource>
<directory>src/main/cpp/lib</directory>
<targetPath>lib</targetPath>
</resource>
<resource>
<directory>src/main/cuda/spoof</directory>
<targetPath>cuda/spoof</targetPath>
</resource>
<resource>
<directory>src/main/cuda/headers</directory>
<includes>
<include>agg_ops.cuh</include>
<include>operators.cuh</include>
<include>reduction.cuh</include>
<include>spoof_utils.cuh</include>
<include>TempStorage.cuh</include>
<include>utils.cuh</include>
<include>vector_write.cuh</include>
<include>vector_add.cuh</include>
<include>Matrix.h</include>
</includes>
<targetPath>cuda/headers</targetPath>
</resource>
<resource>
<directory>src/main/java/org/apache/sysds/hops/codegen/cplan/java</directory>
<includes>
<include>Cellwise.java.template</include>
<include>Rowwise.java.template</include>
</includes>
<targetPath>java/spoof</targetPath>
</resource>
</resources>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-dependency-plugin</artifactId>
<executions>
<execution>
<id>unpack</id>
<phase>package</phase>
<goals>
<goal>unpack</goal>
</goals>
<configuration>
<artifactItems>
<artifactItem>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-test</artifactId>
<version>1.2.1</version>
<type>jar</type>
<overWrite>true</overWrite>
<outputDirectory>${project.build.directory}/hadoop-test</outputDirectory>
<includes>**/*</includes>
</artifactItem>
</artifactItems>
<overWriteReleases>false</overWriteReleases>
<overWriteSnapshots>true</overWriteSnapshots>
</configuration>
</execution>
<execution>
<phase>compile</phase>
<goals>
<goal>copy-dependencies</goal>
</goals>
<configuration>
<outputDirectory>${project.build.directory}/lib</outputDirectory>
</configuration>
</execution>
</executions>
</plugin>
<!-- PLEASE DO NOT REMOVE! NEEDED to "PACKAGE" ANTLR RUNTIME INTO SYSTEMDS.JAR -->
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-shade-plugin</artifactId>
<version>2.3</version>
<executions>
<execution>
<phase>package</phase>
<goals>
<goal>shade</goal>
</goals>
<configuration>
<artifactSet>
<includes>
<include>org.apache.wink:wink-json4j:*</include>
<include>org.antlr:antlr4-runtime:*</include>
</includes>
</artifactSet>
<transformers>
<transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
<mainClass>org.apache.sysds.api.DMLScript</mainClass>
</transformer>
<transformer implementation="org.apache.maven.plugins.shade.resource.ApacheLicenseResourceTransformer">
</transformer>
<transformer implementation="org.apache.maven.plugins.shade.resource.IncludeResourceTransformer">
<resource>META-INF/LICENSE</resource>
<file>src/assembly/bin/LICENSE</file>
</transformer>
<transformer implementation="org.apache.maven.plugins.shade.resource.IncludeResourceTransformer">
<resource>META-INF/NOTICE</resource>
<file>NOTICE</file>
</transformer>
</transformers>
<createDependencyReducedPom>false</createDependencyReducedPom>
</configuration>
</execution>
</executions>
<configuration>
<!-- Include signature files so that recent versions of Java will run
the resulting jar without complaining about "Invalid signature file digest
for Manifest main attributes".
Furthermore, the excluded notice and license files will be explicitly
added by the resource transformers above -->
<filters>
<filter>
<artifact>*:*</artifact>
<excludes>
<exclude>META-INF/*.SF</exclude>
<exclude>META-INF/*.DSA</exclude>
<exclude>META-INF/*.RSA</exclude>
<exclude>META-INF/LICENSE</exclude>
<exclude>META-INF/NOTICE</exclude>
</excludes>
</filter>
</filters>
</configuration>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<version>3.8.1</version><!--$NO-MVN-MAN-VER$-->
<configuration>
<source>1.8</source>
<target>1.8</target>
</configuration>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-resources-plugin</artifactId>
<executions>
<execution>
<id>copy-resources</id>
<phase>compile</phase>
<goals>
<goal>copy-resources</goal>
</goals>
<configuration>
<resources>
<resource>
<directory>${basedir}/src/test/config/hadoop_bin_windows/bin</directory>
<filtering>false</filtering>
<includes>
<include>*.*</include>
</includes>
</resource>
</resources>
<outputDirectory>${basedir}/target/lib/hadoop/bin</outputDirectory>
</configuration>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.antlr</groupId>
<artifactId>antlr4-maven-plugin</artifactId>
<configuration>
<sourceDirectory>${basedir}/src/main/java</sourceDirectory>
<outputDirectory>${basedir}/src/main/java</outputDirectory>
</configuration>
<version>${antlr.version}</version>
<executions>
<execution>
<id>antlr</id>
<goals>
<goal>antlr4</goal>
</goals>
</execution>
</executions>
</plugin>
<plugin> <!-- unit tests -->
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-surefire-plugin</artifactId>
<version>3.0.0-M5</version>
<configuration>
<skipTests>${maven.test.skip}</skipTests>
<parallel>classes</parallel>
<threadCount>12</threadCount>
<!-- 1C means the number of threads times 1 possible maximum forks for testing-->
<forkCount>1C</forkCount>
<reuseForks>false</reuseForks>
<reportFormat>brief</reportFormat>
<trimStackTrace>true</trimStackTrace>
<rerunFailingTestsCount>${rerun.failing.tests.count}</rerunFailingTestsCount>
</configuration>
</plugin>
<plugin>
<artifactId>maven-clean-plugin</artifactId>
<executions>
<execution>
<id>clean-original-jar</id>
<phase>package</phase>
<goals>
<goal>clean</goal>
</goals>
<configuration>
<excludeDefaultDirectories>true</excludeDefaultDirectories>
<filesets>
<fileset>
<directory>${project.build.directory}</directory>
<includes>
<include>original-*.jar</include>
</includes>
</fileset>
</filesets>
</configuration>
</execution>
<execution>
<!-- remove antlr tokens files during initialize phase so antlr4 -->
<!-- plugin can regenerate them during generate-sources phase -->
<!-- <id>remove-antlr-tokens-files</id>
<phase>initialize</phase>
<goals>
<goal>clean</goal>
</goals>
<configuration>
<filesets>
<fileset>
<directory>src/main/java</directory>
<includes>
<include>*.tokens</include>
</includes>
</fileset>
</filesets>
</configuration> -->
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-antrun-plugin</artifactId>
<executions>
<execution>
<id>copy</id>
<phase>package</phase>
<configuration>
<target name="copy and rename JAR">
<copy file="${project.build.directory}/${project.artifactId}-${project.version}.jar" tofile="${project.build.directory}/SystemDS.jar" />
</target>
</configuration>
<goals>
<goal>run</goal>
</goals>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.jacoco</groupId>
<artifactId>jacoco-maven-plugin</artifactId>
<version>0.8.5</version>
<executions>
<execution>
<goals>
<goal>prepare-agent</goal>
</goals>
</execution>
<execution>
<id>generate-code-coverage-report</id>
<phase>test</phase>
<goals>
<goal>report</goal>
</goals>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.eluder.coveralls</groupId>
<artifactId>coveralls-maven-plugin</artifactId>
<version>4.3.0</version>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-javadoc-plugin</artifactId>
<version>3.2.0</version>
<configuration>
<quiet>true</quiet>
<skip>true</skip>
</configuration>
</plugin>
<plugin>
<groupId>org.codehaus.mojo</groupId>
<artifactId>properties-maven-plugin</artifactId>
<version>1.0.0</version>
<executions>
<execution>
<phase>generate-resources</phase>
<goals>
<goal>write-project-properties</goal>
</goals>
<configuration>
<outputFile>${project.build.testOutputDirectory}/my.properties</outputFile>
</configuration>
</execution>
</executions>
</plugin>
</plugins>
</build>
<profiles>
<profile>
<id>windows-x86_64</id>
<activation>
<os>
<family>windows</family>
<arch>amd64</arch>
</os>
</activation>
<properties>
<jcuda.os>windows</jcuda.os>
<jcuda.arch>x86_64</jcuda.arch>
</properties>
</profile>
<profile>
<id>linux-x86_64</id>
<activation>
<os>
<family>unix</family>
<arch>amd64</arch>
</os>
</activation>
<properties>
<jcuda.os>linux</jcuda.os>
<jcuda.arch>x86_64</jcuda.arch>
</properties>
</profile>
<profile>
<id>apple-x86_64</id>
<activation>
<os>
<family>mac</family>
<arch>x86_64</arch>
</os>
</activation>
<properties>
<jcuda.os>apple</jcuda.os>
<jcuda.arch>x86_64</jcuda.arch>
</properties>
</profile>
<profile>
<id>linux-ppc_64</id>
<activation>
<os>
<family>unix</family>
<arch>ppc64le</arch>
</os>
</activation>
<properties>
<jcuda.os>linux</jcuda.os>
<jcuda.arch>ppc_64</jcuda.arch>
</properties>
</profile>
<profile>
<id>eclipse-only</id>
<activation>
<property>
<name>m2e.version</name>
</property>
</activation>
<build>
<pluginManagement>
<plugins>
<!-- Prevent m2e warnings in Eclipse. -->
<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-remote-resources-plugin</artifactId>
<versionRange>[1.4,)</versionRange>
<goals>
<goal>process</goal>
</goals>
</pluginExecutionFilter>
<action>
<ignore>
</ignore>
</action>
</pluginExecution>
<pluginExecution>
<pluginExecutionFilter>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-clean-plugin</artifactId>
<versionRange>[3.0.0,)</versionRange>
<goals>
<goal>clean</goal>
</goals>
</pluginExecutionFilter>
<action>
<ignore>
</ignore>
</action>
</pluginExecution>
<pluginExecution>
<pluginExecutionFilter>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-dependency-plugin</artifactId>
<versionRange>[2.10,)</versionRange>
<goals>
<goal>copy-dependencies</goal>
</goals>
</pluginExecutionFilter>
<action>
<ignore>
</ignore>
</action>
</pluginExecution>
</pluginExecutions>
</lifecycleMappingMetadata>
</configuration>
</plugin>
</plugins>
</pluginManagement>
</build>
</profile>
<profile>
<id>rat</id>
<build>
<defaultGoal>clean org.apache.rat:apache-rat-plugin:check</defaultGoal>
<plugins>
<plugin>
<groupId>org.apache.rat</groupId>
<artifactId>apache-rat-plugin</artifactId>
<version>0.12</version>
<executions>
<execution>
<phase>package</phase>
<goals>
<goal>check</goal>
</goals>
</execution>
</executions>
<configuration>
<excludes>
<exclude>scripts/perftest/results/**</exclude>
<exclude>.gitignore</exclude>
<exclude>.gitmodules</exclude>
<exclude>.repository/</exclude>
<exclude>.idea/</exclude>
<exclude>.git</exclude>
<exclude>.settings</exclude>
<exclude>.classpath</exclude>
<exclude>.project</exclude>
<exclude>src/main/python/docs/build/**/*</exclude>
<exclude>src/main/python/docs/source/_build/**</exclude>
<exclude>src/main/python/generator/resources/**</exclude>
<exclude>docs/api/**/*</exclude>
<exclude>docs/_site/**/*</exclude>
<exclude>docs/site/run_issues.md</exclude>
<exclude>docs/.jekyll-cache/**/*</exclude>
<exclude>docs/css/bootstrap.min.css</exclude>
<exclude>docs/css/pygments-default.css</exclude>
<exclude>docs/js/vendor/**/*</exclude>
<exclude>**/*.lock</exclude>
<exclude>**/*.csv</exclude>
<exclude>**/*.ijv</exclude>
<exclude>**/*.json</exclude>
<exclude>**/*.libsvm</exclude>
<exclude>**/*.mtx</exclude>
<exclude>**/*.mtd</exclude>
<exclude>**/*.out</exclude>
<exclude>**/__pycache__/**</exclude>
<exclude>**/part-*</exclude>
<exclude>**/*.keep</exclude>
<exclude>**/target/**</exclude>
<exclude>**/README.md</exclude>
<exclude>**/*.svg</exclude>
<exclude>dev/release/damslab-pubkey.asc</exclude>
<!-- Jupyter Notebooks -->
<exclude>**/*.ipynb</exclude>
<!-- Generated antlr files -->
<exclude>src/main/java/*.tokens</exclude>
<exclude>**/*.interp</exclude>
<!-- Compiled ptx file from nvcc -->
<exclude>src/main/cuda/kernels/SystemDS.ptx</exclude>
<exclude>src/main/cuda/kernels/reduction.ptx</exclude>
<!-- Test Validation files -->
<exclude>src/test/scripts/functions/jmlc/**/*.impute</exclude>
<exclude>src/test/scripts/functions/jmlc/**/*.map</exclude>
<exclude>src/test/scripts/functions/jmlc/**/*.mode</exclude>
<exclude>src/test/scripts/functions/jmlc/**/*.ndistinct</exclude>
<exclude>src/test/scripts/functions/jmlc/**/*.node</exclude>
<exclude>src/test/scripts/functions/jmlc/tfmtd_example/Bin/saleprice.bin</exclude>
<exclude>src/test/scripts/functions/jmlc/tfmtd_example/Bin/sqft.bin</exclude>
<exclude>src/test/scripts/functions/jmlc/tfmtd_example/column.names</exclude>
<exclude>src/test/scripts/functions/jmlc/tfmtd_example/dummycoded.column.names</exclude>
<exclude>src/test/scripts/functions/jmlc/tfmtd_example2/column.names</exclude>
<exclude>src/test/scripts/functions/jmlc/tfmtd_frame_example/tfmtd_frame</exclude>
<!-- csv test input not captured by *.csv -->
<exclude>src/test/scripts/functions/io/csv/in/*/*</exclude>
<!-- Python bindings lineage test result comparison -->
<exclude>src/main/python/tests/lt*.txt</exclude>
<!-- Perftest requirement file -->
<exclude>scripts/perftest/python/requirements.txt</exclude>
<!-- external sources -->
<exclude>src/main/cuda/ext/**</exclude>
<exclude>src/main/cuda/.idea/</exclude>
</excludes>
</configuration>
</plugin>
</plugins>
</build>
</profile>
<profile>
<!-- Profile to create binary distributions. Execute with `mvn clean package
-P distribution` -->
<id>distribution</id>
<build>
<plugins>
<plugin>
<artifactId>maven-assembly-plugin</artifactId>
<configuration>
<tarLongFileMode>posix</tarLongFileMode>
</configuration>
<executions>
<execution>
<id>create-source-distribution</id>
<phase>package</phase>
<goals>
<goal>single</goal>
</goals>
<configuration>
<descriptors>
<descriptor>src/assembly/source.xml</descriptor>
</descriptors>
</configuration>
</execution>
<execution>
<id>create-extra-jar</id>
<phase>package</phase>
<goals>
<goal>single</goal>
</goals>
<configuration>
<descriptors>
<descriptor>src/assembly/extra.xml</descriptor>
</descriptors>
<archive>
<manifestEntries>
<Build-Time>${maven.build.timestamp}</Build-Time>
<Artifact-Id>${project.artifactId}-extra</Artifact-Id>
<Version>${project.version}</Version>
</manifestEntries>
</archive>
</configuration>
</execution>
<execution>
<id>create-binary-distribution</id>
<phase>package</phase>
<goals>
<goal>single</goal>
</goals>
<configuration>
<descriptors>
<descriptor>src/assembly/bin.xml</descriptor>
</descriptors>
</configuration>
</execution>
</executions>
</plugin>
<plugin>
<artifactId>maven-gpg-plugin</artifactId>
<version>3.0.1</version>
<executions>
<execution>
<phase>verify</phase>
<goals>
<goal>sign</goal>
</goals>
<configuration>
<!-- This is necessary for gpg to not try to use the pinentry programs -->
<gpgArguments>
<arg>--pinentry-mode</arg>
<arg>loopback</arg>
</gpgArguments>
</configuration>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-remote-resources-plugin</artifactId>
<version>1.4</version>
<executions>
<execution>
<goals>
<goal>process</goal>
</goals>
<configuration>
<resourceBundles>
<!-- Will generate META-INF/DEPENDENCIES META-INF/LICENSE META-INF/NOTICE -->
<resourceBundle>org.apache:apache-jar-resource-bundle:1.4</resourceBundle>
</resourceBundles>
</configuration>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-javadoc-plugin</artifactId>
<version>3.2.0</version>
<configuration>
<!-- https://maven.apache.org/plugins/maven-javadoc-plugin/javadoc-mojo.html -->
<excludePackageNames>*.protobuf</excludePackageNames>
<notimestamp>true</notimestamp>
<failOnWarnings>true</failOnWarnings>
<quiet>true</quiet>
<skip>false</skip>
<show>public</show>
</configuration>
<executions>
<execution>
<id>attach-javadocs</id>
<goals>
<goal>jar</goal>
</goals>
</execution>
</executions>
</plugin>
</plugins>
</build>
</profile>
<profile>
<id>skip-sign</id>
<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-gpg-plugin</artifactId>
<configuration>
<skip>true</skip>
</configuration>
</plugin>
</plugins>
</build>
</profile>
</profiles>
<dependencies>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcuda</artifactId>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
<exclusions>
<exclusion>
<!-- always exclude recursive fetching of native libraries -->
<groupId>org.jcuda</groupId>
<artifactId>jcuda-natives</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcublas</artifactId>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
<exclusions>
<exclusion>
<!-- always exclude recursive fetching of native libraries -->
<groupId>org.jcuda</groupId>
<artifactId>jcublas-natives</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcusparse</artifactId>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
<exclusions>
<exclusion>
<!-- always exclude recursive fetching of native libraries -->
<groupId>org.jcuda</groupId>
<artifactId>jcusparse-natives</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcusolver</artifactId>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
<exclusions>
<exclusion>
<!-- always exclude recursive fetching of native libraries -->
<groupId>org.jcuda</groupId>
<artifactId>jcusolver-natives</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcudnn</artifactId>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
<exclusions>
<exclusion>
<!-- always exclude recursive fetching of native libraries -->
<groupId>org.jcuda</groupId>
<artifactId>jcudnn-natives</artifactId>
</exclusion>
</exclusions>
</dependency>
<!-- for all platforms, to be included in the extra jar -->
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcuda-natives</artifactId>
<classifier>windows-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcublas-natives</artifactId>
<classifier>windows-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcusparse-natives</artifactId>
<classifier>windows-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcusolver-natives</artifactId>
<classifier>windows-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcudnn-natives</artifactId>
<classifier>windows-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcuda-natives</artifactId>
<classifier>linux-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcublas-natives</artifactId>
<classifier>linux-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcusparse-natives</artifactId>
<classifier>linux-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcusolver-natives</artifactId>
<classifier>linux-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcudnn-natives</artifactId>
<classifier>linux-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcuda-natives</artifactId>
<classifier>apple-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcublas-natives</artifactId>
<classifier>apple-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcusparse-natives</artifactId>
<classifier>apple-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcusolver-natives</artifactId>
<classifier>apple-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.jcuda</groupId>
<artifactId>jcudnn-natives</artifactId>
<classifier>apple-x86_64</classifier>
<version>${jcuda.version}</version>
<scope>${jcuda.scope}</scope>
</dependency>
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-mllib_${scala.binary.version}</artifactId>
<version>${spark.version}</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-common</artifactId>
<version>${hadoop.version}</version>
<exclusions>
<exclusion>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-hdfs</artifactId>
<version>${hadoop.version}</version>
<exclusions>
<exclusion>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-client</artifactId>
<version>${hadoop.version}</version>
</dependency>
<dependency>
<groupId>commons-logging</groupId>