444bce1c98
## What changes were proposed in this pull request? Using zstd compression for Spark jobs spilling 100s of TBs of data, we could reduce the amount of data written to disk by as much as 50%. This translates to significant latency gain because of reduced disk io operations. There is a degradation CPU time by 2 - 5% because of zstd compression overhead, but for jobs which are bottlenecked by disk IO, this hit can be taken. ## Benchmark Please note that this benchmark is using real world compute heavy production workload spilling TBs of data to disk | | zstd performance as compred to LZ4 | | ------------- | -----:| | spill/shuffle bytes | -48% | | cpu time | + 3% | | cpu reservation time | -40%| | latency | -40% | ## How was this patch tested? Tested by running few jobs spilling large amount of data on the cluster and amount of intermediate data written to disk reduced by as much as 50%. Author: Sital Kedia <skedia@fb.com> Closes #18805 from sitalkedia/skedia/upstream_zstd.
515 lines
17 KiB
XML
515 lines
17 KiB
XML
<?xml version="1.0" encoding="UTF-8"?>
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<!--
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~ Licensed to the Apache Software Foundation (ASF) under one or more
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~ contributor license agreements. See the NOTICE file distributed with
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~ this work for additional information regarding copyright ownership.
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~ The ASF licenses this file to You under the Apache License, Version 2.0
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~ (the "License"); you may not use this file except in compliance with
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~ the License. You may obtain a copy of the License at
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~
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~ http://www.apache.org/licenses/LICENSE-2.0
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~
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~ Unless required by applicable law or agreed to in writing, software
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~ distributed under the License is distributed on an "AS IS" BASIS,
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~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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~ See the License for the specific language governing permissions and
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~ limitations under the License.
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-->
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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">
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<modelVersion>4.0.0</modelVersion>
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<parent>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-parent_2.11</artifactId>
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<version>2.3.0-SNAPSHOT</version>
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<relativePath>../pom.xml</relativePath>
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</parent>
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<artifactId>spark-core_2.11</artifactId>
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<properties>
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<sbt.project.name>core</sbt.project.name>
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</properties>
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<packaging>jar</packaging>
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<name>Spark Project Core</name>
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<url>http://spark.apache.org/</url>
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<dependencies>
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<dependency>
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<groupId>org.apache.avro</groupId>
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<artifactId>avro</artifactId>
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</dependency>
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<dependency>
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<groupId>org.apache.avro</groupId>
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<artifactId>avro-mapred</artifactId>
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<classifier>${avro.mapred.classifier}</classifier>
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</dependency>
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<dependency>
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<groupId>com.google.guava</groupId>
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<artifactId>guava</artifactId>
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</dependency>
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<dependency>
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<groupId>com.twitter</groupId>
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<artifactId>chill_${scala.binary.version}</artifactId>
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</dependency>
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<dependency>
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<groupId>com.twitter</groupId>
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<artifactId>chill-java</artifactId>
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</dependency>
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<dependency>
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<groupId>org.apache.xbean</groupId>
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<artifactId>xbean-asm5-shaded</artifactId>
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</dependency>
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<dependency>
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<groupId>org.apache.hadoop</groupId>
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<artifactId>hadoop-client</artifactId>
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</dependency>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-launcher_${scala.binary.version}</artifactId>
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<version>${project.version}</version>
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</dependency>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-kvstore_${scala.binary.version}</artifactId>
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<version>${project.version}</version>
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</dependency>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-network-common_${scala.binary.version}</artifactId>
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<version>${project.version}</version>
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</dependency>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-network-shuffle_${scala.binary.version}</artifactId>
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<version>${project.version}</version>
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</dependency>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-unsafe_${scala.binary.version}</artifactId>
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<version>${project.version}</version>
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</dependency>
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<dependency>
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<groupId>net.java.dev.jets3t</groupId>
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<artifactId>jets3t</artifactId>
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</dependency>
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<dependency>
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<groupId>org.apache.curator</groupId>
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<artifactId>curator-recipes</artifactId>
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</dependency>
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<!-- Jetty dependencies promoted to compile here so they are shaded
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and inlined into spark-core jar -->
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<dependency>
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<groupId>org.eclipse.jetty</groupId>
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<artifactId>jetty-plus</artifactId>
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<scope>compile</scope>
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</dependency>
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<dependency>
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<groupId>org.eclipse.jetty</groupId>
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<artifactId>jetty-security</artifactId>
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<scope>compile</scope>
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</dependency>
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<dependency>
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<groupId>org.eclipse.jetty</groupId>
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<artifactId>jetty-util</artifactId>
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<scope>compile</scope>
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</dependency>
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<dependency>
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<groupId>org.eclipse.jetty</groupId>
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<artifactId>jetty-server</artifactId>
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<scope>compile</scope>
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</dependency>
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<dependency>
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<groupId>org.eclipse.jetty</groupId>
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<artifactId>jetty-http</artifactId>
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<scope>compile</scope>
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</dependency>
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<dependency>
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<groupId>org.eclipse.jetty</groupId>
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<artifactId>jetty-continuation</artifactId>
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<scope>compile</scope>
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</dependency>
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<dependency>
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<groupId>org.eclipse.jetty</groupId>
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<artifactId>jetty-servlet</artifactId>
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<scope>compile</scope>
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</dependency>
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<dependency>
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<groupId>org.eclipse.jetty</groupId>
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<artifactId>jetty-proxy</artifactId>
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<scope>compile</scope>
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</dependency>
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<dependency>
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<groupId>org.eclipse.jetty</groupId>
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<artifactId>jetty-client</artifactId>
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<scope>compile</scope>
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</dependency>
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<dependency>
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<groupId>org.eclipse.jetty</groupId>
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<artifactId>jetty-servlets</artifactId>
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<scope>compile</scope>
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</dependency>
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<dependency>
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<groupId>javax.servlet</groupId>
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<artifactId>javax.servlet-api</artifactId>
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<version>${javaxservlet.version}</version>
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</dependency>
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<dependency>
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<groupId>org.apache.commons</groupId>
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<artifactId>commons-lang3</artifactId>
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</dependency>
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<dependency>
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<groupId>org.apache.commons</groupId>
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<artifactId>commons-math3</artifactId>
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</dependency>
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<dependency>
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<groupId>com.google.code.findbugs</groupId>
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<artifactId>jsr305</artifactId>
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</dependency>
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<dependency>
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<groupId>org.slf4j</groupId>
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<artifactId>slf4j-api</artifactId>
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</dependency>
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<dependency>
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<groupId>org.slf4j</groupId>
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<artifactId>jul-to-slf4j</artifactId>
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</dependency>
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<dependency>
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<groupId>org.slf4j</groupId>
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<artifactId>jcl-over-slf4j</artifactId>
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</dependency>
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<dependency>
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<groupId>log4j</groupId>
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<artifactId>log4j</artifactId>
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</dependency>
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<dependency>
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<groupId>org.slf4j</groupId>
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<artifactId>slf4j-log4j12</artifactId>
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</dependency>
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<dependency>
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<groupId>com.ning</groupId>
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<artifactId>compress-lzf</artifactId>
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</dependency>
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<dependency>
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<groupId>org.xerial.snappy</groupId>
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<artifactId>snappy-java</artifactId>
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</dependency>
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<dependency>
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<groupId>org.lz4</groupId>
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<artifactId>lz4-java</artifactId>
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</dependency>
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<dependency>
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<groupId>com.github.luben</groupId>
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<artifactId>zstd-jni</artifactId>
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</dependency>
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<dependency>
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<groupId>org.roaringbitmap</groupId>
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<artifactId>RoaringBitmap</artifactId>
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</dependency>
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<dependency>
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<groupId>commons-net</groupId>
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<artifactId>commons-net</artifactId>
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</dependency>
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<dependency>
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<groupId>org.scala-lang</groupId>
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<artifactId>scala-library</artifactId>
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</dependency>
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<dependency>
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<groupId>org.json4s</groupId>
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<artifactId>json4s-jackson_${scala.binary.version}</artifactId>
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</dependency>
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<dependency>
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<groupId>org.glassfish.jersey.core</groupId>
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<artifactId>jersey-client</artifactId>
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</dependency>
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<dependency>
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<groupId>org.glassfish.jersey.core</groupId>
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<artifactId>jersey-common</artifactId>
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</dependency>
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<dependency>
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<groupId>org.glassfish.jersey.core</groupId>
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<artifactId>jersey-server</artifactId>
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</dependency>
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<dependency>
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<groupId>org.glassfish.jersey.containers</groupId>
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<artifactId>jersey-container-servlet</artifactId>
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</dependency>
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<dependency>
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<groupId>org.glassfish.jersey.containers</groupId>
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<artifactId>jersey-container-servlet-core</artifactId>
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</dependency>
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<dependency>
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<groupId>io.netty</groupId>
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<artifactId>netty-all</artifactId>
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</dependency>
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<dependency>
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<groupId>io.netty</groupId>
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<artifactId>netty</artifactId>
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</dependency>
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<dependency>
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<groupId>com.clearspring.analytics</groupId>
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<artifactId>stream</artifactId>
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</dependency>
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<dependency>
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<groupId>io.dropwizard.metrics</groupId>
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<artifactId>metrics-core</artifactId>
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</dependency>
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<dependency>
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<groupId>io.dropwizard.metrics</groupId>
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<artifactId>metrics-jvm</artifactId>
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</dependency>
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<dependency>
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<groupId>io.dropwizard.metrics</groupId>
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<artifactId>metrics-json</artifactId>
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</dependency>
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<dependency>
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<groupId>io.dropwizard.metrics</groupId>
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<artifactId>metrics-graphite</artifactId>
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</dependency>
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<dependency>
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<groupId>com.fasterxml.jackson.core</groupId>
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<artifactId>jackson-databind</artifactId>
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</dependency>
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<dependency>
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<groupId>com.fasterxml.jackson.module</groupId>
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<artifactId>jackson-module-scala_${scala.binary.version}</artifactId>
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</dependency>
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<dependency>
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<groupId>org.apache.derby</groupId>
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<artifactId>derby</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.apache.ivy</groupId>
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<artifactId>ivy</artifactId>
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</dependency>
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<dependency>
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<groupId>oro</groupId>
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<!-- oro is needed by ivy, but only listed as an optional dependency, so we include it. -->
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<artifactId>oro</artifactId>
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<version>${oro.version}</version>
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</dependency>
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<dependency>
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<groupId>org.seleniumhq.selenium</groupId>
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<artifactId>selenium-java</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.seleniumhq.selenium</groupId>
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<artifactId>selenium-htmlunit-driver</artifactId>
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<scope>test</scope>
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</dependency>
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<!-- Added for selenium: -->
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<dependency>
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<groupId>xml-apis</groupId>
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<artifactId>xml-apis</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.hamcrest</groupId>
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<artifactId>hamcrest-core</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.hamcrest</groupId>
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<artifactId>hamcrest-library</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.mockito</groupId>
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<artifactId>mockito-core</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.scalacheck</groupId>
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<artifactId>scalacheck_${scala.binary.version}</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.apache.curator</groupId>
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<artifactId>curator-test</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>net.razorvine</groupId>
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<artifactId>pyrolite</artifactId>
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<version>4.13</version>
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<exclusions>
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<exclusion>
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<groupId>net.razorvine</groupId>
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<artifactId>serpent</artifactId>
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</exclusion>
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</exclusions>
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</dependency>
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<dependency>
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<groupId>net.sf.py4j</groupId>
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<artifactId>py4j</artifactId>
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<version>0.10.6</version>
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</dependency>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-tags_${scala.binary.version}</artifactId>
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</dependency>
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<!--
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This spark-tags test-dep is needed even though it isn't used in this module, otherwise testing-cmds that exclude
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them will yield errors.
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-->
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<dependency>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-tags_${scala.binary.version}</artifactId>
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<type>test-jar</type>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.apache.commons</groupId>
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<artifactId>commons-crypto</artifactId>
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</dependency>
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<!--
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The following dependencies are depended upon in HiveCredentialProvider, but are only executed if Hive is enabled in
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the user's Hadoop configuration. So in order to prevent spark-core from depending on Hive, these deps have been
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placed in the "provided" scope, rather than the "compile" scope, and NoClassDefFoundError exceptions are handled
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when the user has not explicitly compiled with the Hive module.
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-->
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<dependency>
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<groupId>${hive.group}</groupId>
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<artifactId>hive-exec</artifactId>
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<scope>provided</scope>
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</dependency>
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<dependency>
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<groupId>${hive.group}</groupId>
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<artifactId>hive-metastore</artifactId>
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<scope>provided</scope>
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</dependency>
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<dependency>
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<groupId>org.apache.thrift</groupId>
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<artifactId>libthrift</artifactId>
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<scope>provided</scope>
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</dependency>
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<dependency>
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<groupId>org.apache.thrift</groupId>
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<artifactId>libfb303</artifactId>
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<scope>provided</scope>
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</dependency>
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</dependencies>
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<build>
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<outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
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<testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
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<resources>
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<resource>
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<directory>${project.basedir}/src/main/resources</directory>
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</resource>
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<resource>
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<!-- Include the properties file to provide the build information. -->
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<directory>${project.build.directory}/extra-resources</directory>
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<filtering>true</filtering>
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</resource>
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</resources>
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<plugins>
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-antrun-plugin</artifactId>
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<executions>
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<execution>
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<phase>generate-resources</phase>
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<configuration>
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<!-- Execute the shell script to generate the spark build information. -->
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<target>
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<exec executable="bash">
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<arg value="${project.basedir}/../build/spark-build-info"/>
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<arg value="${project.build.directory}/extra-resources"/>
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<arg value="${project.version}"/>
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</exec>
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</target>
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</configuration>
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<goals>
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<goal>run</goal>
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</goals>
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</execution>
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</executions>
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</plugin>
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-dependency-plugin</artifactId>
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<executions>
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<!-- When using SPARK_PREPEND_CLASSES Spark classes compiled locally don't use
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shaded deps. So here we store jars in their original form which are added
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when the classpath is computed. -->
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<!-- See similar execution in mllib/pom.xml -->
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<execution>
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<id>copy-dependencies</id>
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<phase>package</phase>
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<goals>
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<goal>copy-dependencies</goal>
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</goals>
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<configuration>
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<outputDirectory>${project.build.directory}</outputDirectory>
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<overWriteReleases>false</overWriteReleases>
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<overWriteSnapshots>false</overWriteSnapshots>
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<overWriteIfNewer>true</overWriteIfNewer>
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<useSubDirectoryPerType>true</useSubDirectoryPerType>
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<includeArtifactIds>
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guava,jetty-io,jetty-servlet,jetty-servlets,jetty-continuation,jetty-http,jetty-plus,jetty-util,jetty-server,jetty-security,jetty-proxy,jetty-client
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</includeArtifactIds>
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<silent>true</silent>
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</configuration>
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</execution>
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</executions>
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</plugin>
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</plugins>
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</build>
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<profiles>
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<profile>
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<id>Windows</id>
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<activation>
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<os>
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<family>Windows</family>
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</os>
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</activation>
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<properties>
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<script.extension>.bat</script.extension>
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</properties>
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</profile>
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<profile>
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<id>unix</id>
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<activation>
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<os>
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<family>unix</family>
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</os>
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</activation>
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<properties>
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<script.extension>.sh</script.extension>
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</properties>
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</profile>
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<profile>
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<id>sparkr</id>
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<build>
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<plugins>
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<plugin>
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<groupId>org.codehaus.mojo</groupId>
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<artifactId>exec-maven-plugin</artifactId>
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<version>1.6.0</version>
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<executions>
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<execution>
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<id>sparkr-pkg</id>
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<phase>compile</phase>
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<goals>
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<goal>exec</goal>
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</goals>
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</execution>
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</executions>
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<configuration>
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<executable>${project.basedir}${file.separator}..${file.separator}R${file.separator}install-dev${script.extension}</executable>
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</configuration>
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</plugin>
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|
</plugins>
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|
</build>
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|
</profile>
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|
</profiles>
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|
|
|
</project>
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