Linux 下 maven 编译 spark 源码

待我称王封你为后i 2022-05-22 07:04 274阅读 0赞

1. 安装maven

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1）将安装包解压到指定目录：

[root@master apache-maven-3.5.3]# tar -zxf /opt/maven/apache-maven-3.5.3-bin.tar.gz  -C /usr/local/

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2）配置maven环境变量，并测试maven是否安装成功

[root@master apache-maven-3.5.3]# vi /etc/profile

#maven 
    export MAVEN_HOME=/usr/local/apache-maven-3.5.3
    export PATH=$PATH:$MAVEN_HOME/bin
    export MAVEN_OPTS="-Xmx2048m -XX:MetaspaceSize=1024m -XX:MaxMetaspaceSize=1524m -Xss2m"
    export PATH=$PATH:$MAVEN_HOME/bin

[root@master apache-maven-3.5.3]# source /etc/profile

[root@master apache-maven-3.5.3]# mvn -version
    Apache Maven 3.5.3 (3383c37e1f9e9b3bc3df5050c29c8aff9f295297; 2018-02-24T11:49:05-08:00)
    Maven home: /usr/local/apache-maven-3.5.3
    Java version: 1.8.0_171, vendor: Oracle Corporation
    Java home: /usr/local/jdk1.8.0_171/jre
    Default locale: en_US, platform encoding: UTF-8
    OS name: "linux", version: "3.10.0-123.el7.x86_64", arch: "amd64", family: "unix"

2.下载Spark源码

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1）挂载到/opt目录

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2）解压到工作目录

[root@master home]# tar -zxf /opt/spark/spark-2.3.1.tgz  -C /home/andy/work
    [root@master home]# cd /home/andy/work
    [root@master work]# ll
    total 4
    drwxrwxr-x. 29 andy andy 4096 Jun  1 13:34 spark-2.3.1
    [root@master work]# cd spark-2.3.1/
    [root@master spark-2.3.1]# ll
    total 228
    -rw-rw-r--.  1 andy andy   2318 Jun  1 13:34 appveyor.yml
    drwxrwxr-x.  3 andy andy     43 Jun  1 13:34 assembly
    drwxrwxr-x.  2 andy andy   4096 Jun  1 13:34 bin
    drwxrwxr-x.  2 andy andy     75 Jun  1 13:34 build
    drwxrwxr-x.  9 andy andy   4096 Jun  1 13:34 common
    drwxrwxr-x.  2 andy andy   4096 Jun  1 13:34 conf
    -rw-rw-r--.  1 andy andy    995 Jun  1 13:34 CONTRIBUTING.md
    drwxrwxr-x.  3 andy andy     30 Jun  1 13:34 core
    drwxrwxr-x.  5 andy andy     47 Jun  1 13:34 data
    drwxrwxr-x.  6 andy andy   4096 Jun  1 13:34 dev
    drwxrwxr-x.  9 andy andy   4096 Jun  1 13:34 docs
    drwxrwxr-x.  3 andy andy     30 Jun  1 13:34 examples
    drwxrwxr-x. 15 andy andy   4096 Jun  1 13:34 external
    drwxrwxr-x.  3 andy andy     30 Jun  1 13:34 graphx
    drwxrwxr-x.  2 andy andy     20 Jun  1 13:34 hadoop-cloud
    drwxrwxr-x.  3 andy andy     30 Jun  1 13:34 launcher
    -rw-rw-r--.  1 andy andy  18045 Jun  1 13:34 LICENSE
    drwxrwxr-x.  2 andy andy   4096 Jun  1 13:34 licenses
    drwxrwxr-x.  3 andy andy     30 Jun  1 13:34 mllib
    drwxrwxr-x.  3 andy andy     30 Jun  1 13:34 mllib-local
    -rw-rw-r--.  1 andy andy  24913 Jun  1 13:34 NOTICE
    -rw-rw-r--.  1 andy andy 101718 Jun  1 13:34 pom.xml
    drwxrwxr-x.  2 andy andy   4096 Jun  1 13:34 project
    drwxrwxr-x.  6 andy andy   4096 Jun  1 13:34 python
    drwxrwxr-x.  3 andy andy   4096 Jun  1 13:34 R
    -rw-rw-r--.  1 andy andy   3809 Jun  1 13:34 README.md
    drwxrwxr-x.  5 andy andy     64 Jun  1 13:34 repl
    drwxrwxr-x.  5 andy andy     46 Jun  1 13:34 resource-managers
    drwxrwxr-x.  2 andy andy   4096 Jun  1 13:34 sbin
    -rw-rw-r--.  1 andy andy  17624 Jun  1 13:34 scalastyle-config.xml
    drwxrwxr-x.  6 andy andy   4096 Jun  1 13:34 sql
    drwxrwxr-x.  3 andy andy     30 Jun  1 13:34 streaming
    drwxrwxr-x.  3 andy andy     30 Jun  1 13:34 tools

3.编译Spark源码

本本编译Spark源码是接着上一篇[CentOS7安装spark2.0集群][CentOS7_spark2.0]来写的，所以下图中的工具配置都已经完成：

#scala
    export SCALA_HOME=/usr/local/scala-2.12.6
    export PATH=$PATH:$SCALA_HOME/bin
    
    #jdk
    export JAVA_HOME=/usr/local/jdk1.8.0_171
    export CLASSPATH=.:$JAVA_HOME/jre/lib/rt.jar:$JAVA_HOME/lib/dt.jar:$JAVA_HOME/lib/tools.jar
    export PATH=$PATH:$JAVA_HOME/bin
    
    #spark
    export SPARK_HOME=/usr/local/spark-2.3.1-bin-hadoop2.7
    export PATH=$PATH:$SPARK_HOME/bin
    export SPARK_EXAMPLES_JAR=$SPARK_HOME/examples/jars/spark-examples_2.11-2.3.1.jar

1) 设置Maven内存使用，您需要通过MAVEN\_OPTS配置Maven的内存使用量，官方推荐配置如下：

export MAVEN_OPTS="-Xmx2048m -XX:MetaspaceSize=1024m -XX:MaxMetaspaceSize=1524m -Xss2m"
    export PATH=$PATH:$MAVEN_OPTS/bin

虚拟机推荐设置内存4G，一定要大于MAVEN\_OPTS中设置的最大内存。本人一开始给虚拟机设置的内存为1G，编译进程总是会被卡死。

2)编译

[root@master spark-2.3.1]# mvn -Pyarn -Phadoop-2.7 -Dhadoop.version=2.7.3 -Phadoop-provided -Phive -Phive-thriftserver -Pnetlib-lgpl -DskipTests clean package

[INFO] Scanning for projects...
    Downloading from central: https://repo.maven.apache.org/maven2/org/apache/apache/18/apache-18.pom
    Downloaded from central: https://repo.maven.apache.org/maven2/org/apache/apache/18/apache-18.pom (16 kB at 4.8 kB/s)
    [INFO] ------------------------------------------------------------------------
    [INFO] Reactor Build Order:
    [INFO] 
    [INFO] Spark Project Parent POM                                           [pom]
    [INFO] Spark Project Tags                                                 [jar]
    [INFO] Spark Project Sketch                                               [jar]
    [INFO] Spark Project Local DB                                             [jar]
    [INFO] Spark Project Networking                                           [jar]
    [INFO] Spark Project Shuffle Streaming Service                            [jar]
    [INFO] Spark Project Unsafe                                               [jar]
    [INFO] Spark Project Launcher                                             [jar]
    [INFO] Spark Project Core                                                 [jar]
    [INFO] Spark Project ML Local Library                                     [jar]
    [INFO] Spark Project GraphX                                               [jar]
    [INFO] Spark Project Streaming                                            [jar]
    [INFO] Spark Project Catalyst                                             [jar]
    [INFO] Spark Project SQL                                                  [jar]
    [INFO] Spark Project ML Library                                           [jar]
    [INFO] Spark Project Tools                                                [jar]
    [INFO] Spark Project Hive                                                 [jar]
    [INFO] Spark Project REPL                                                 [jar]
    [INFO] Spark Project YARN Shuffle Service                                 [jar]
    [INFO] Spark Project YARN                                                 [jar]
    [INFO] Spark Project Hive Thrift Server                                   [jar]
    [INFO] Spark Project Assembly                                             [pom]
    [INFO] Spark Integration for Kafka 0.10                                   [jar]
    [INFO] Kafka 0.10 Source for Structured Streaming                         [jar]
    [INFO] Spark Project Examples                                             [jar]
    [INFO] Spark Integration for Kafka 0.10 Assembly                          [jar]
    [INFO] 
    [INFO] -----------------< org.apache.spark:spark-parent_2.11 >-----------------

3）编译成功

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[70]: /images/20220522/84fd91afd9784119ac9bd7802e78ac64.png
[70 1]: /images/20220522/5da93d60cfcc4aebbbbe9b6152e9ec16.png
[70 2]: /images/20220522/95ecd099b3ae44b789d48f3da80c0075.png
[70 3]: /images/20220522/b7e89d92285347d78cae78a4d5583975.png
[CentOS7_spark2.0]: https://blog.csdn.net/yuzongtao/article/details/80708523
[70 4]: /images/20220522/bcc805b8f7a74d40ae18e1183c38316b.png