【源码编译】spark源码编译

本文采用cdh版本spark-1.6.0-cdh5.12.0

1.源码包下载

2.进入根目录编译，编译的方式有2种

maven

mvn clean package \
-DskipTests -Phadoop-2.6 \
-Dhadoop.version=2.6.0-cdh5.12.0 -Pyarn \
-Phive-1.1.0 -Phive-thriftserver

make-distribution

./make-distribution.sh --tgz \
-Phadoop-2.6 -Dhadoop.version=2.6.0-cdh5.12.0 \
-Pyarn \
-Phive-1.1.0 -Phive-thriftserver

参数说明

--name：指定编译完成后Spark安装包的名字
--tgz：以tgz的方式进行压缩
-Psparkr：编译出来的Spark支持R语言
-Phadoop-2.4：以hadoop-2.4的profile进行编译，具体的profile可以看出源码根目录中的pom.xml中查看
-Phive和-Phive-thriftserver：编译出来的Spark支持对Hive的操作
-Pmesos：编译出来的Spark支持运行在Mesos上
-Pyarn：编译出来的Spark支持运行在YARN上

（1）maven方式编译

[WARNING] The requested profile "hive-1.1.0" could not be activated because it does not exist.
[ERROR] Failed to execute goal net.alchim31.maven:scala-maven-plugin:3.2.2:compile (scala-compile-first) on project spark-hive-thriftserver_2.10: Execution scala-compile-first of goal net.alchim31.maven:scala-maven-plugin:3.2.2:compile failed. CompileFailed -> [Help 1]
org.apache.maven.lifecycle.LifecycleExecutionException: Failed to execute goal net.alchim31.maven:scala-maven-plugin:3.2.2:compile (scala-compile-first) on project spark-hive-thriftserver_2.10: Execution scala-compile-first of goal net.alchim31.maven:scala-maven-plugin:3.2.2:compile failed.
    at org.apache.maven.lifecycle.internal.MojoExecutor.execute(MojoExecutor.java:212)
    at org.apache.maven.lifecycle.internal.MojoExecutor.execute(MojoExecutor.java:153)
    at org.apache.maven.lifecycle.internal.MojoExecutor.execute(MojoExecutor.java:145)
    at org.apache.maven.lifecycle.internal.LifecycleModuleBuilder.buildProject(LifecycleModuleBuilder.java:116)
    at org.apache.maven.lifecycle.internal.LifecycleModuleBuilder.buildProject(LifecycleModuleBuilder.java:80)
    at org.apache.maven.lifecycle.internal.builder.singlethreaded.SingleThreadedBuilder.build(SingleThreadedBuilder.java:51)
    at org.apache.maven.lifecycle.internal.LifecycleStarter.execute(LifecycleStarter.java:128)
    at org.apache.maven.DefaultMaven.doExecute(DefaultMaven.java:307)
    at org.apache.maven.DefaultMaven.doExecute(DefaultMaven.java:193)
    at org.apache.maven.DefaultMaven.execute(DefaultMaven.java:106)
    at org.apache.maven.cli.MavenCli.execute(MavenCli.java:863)
    at org.apache.maven.cli.MavenCli.doMain(MavenCli.java:288)
    at org.apache.maven.cli.MavenCli.main(MavenCli.java:199)
    at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
    at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
    at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
    at java.lang.reflect.Method.invoke(Method.java:498)
    at org.codehaus.plexus.classworlds.launcher.Launcher.launchEnhanced(Launcher.java:289)
    at org.codehaus.plexus.classworlds.launcher.Launcher.launch(Launcher.java:229)
    at org.codehaus.plexus.classworlds.launcher.Launcher.mainWithExitCode(Launcher.java:415)
    at org.codehaus.plexus.classworlds.launcher.Launcher.main(Launcher.java:356)
Caused by: org.apache.maven.plugin.PluginExecutionException: Execution scala-compile-first of goal net.alchim31.maven:scala-maven-plugin:3.2.2:compile failed.
    at org.apache.maven.plugin.DefaultBuildPluginManager.executeMojo(DefaultBuildPluginManager.java:145)
    at org.apache.maven.lifecycle.internal.MojoExecutor.execute(MojoExecutor.java:207)
    ... 20 more
Caused by: Compilation failed
    at sbt.compiler.AnalyzingCompiler.call(AnalyzingCompiler.scala:105)
    at sbt.compiler.AnalyzingCompiler.compile(AnalyzingCompiler.scala:48)
    at sbt.compiler.AnalyzingCompiler.compile(AnalyzingCompiler.scala:41)
    at sbt.compiler.AggressiveCompile$$anonfun$3$$anonfun$compileScala$1$1.apply$mcV$sp(AggressiveCompile.scala:99)
    at sbt.compiler.AggressiveCompile$$anonfun$3$$anonfun$compileScala$1$1.apply(AggressiveCompile.scala:99)
    at sbt.compiler.AggressiveCompile$$anonfun$3$$anonfun$compileScala$1$1.apply(AggressiveCompile.scala:99)
    at sbt.compiler.AggressiveCompile.sbt$compiler$AggressiveCompile$$timed(AggressiveCompile.scala:166)
    at sbt.compiler.AggressiveCompile$$anonfun$3.compileScala$1(AggressiveCompile.scala:98)
    at sbt.compiler.AggressiveCompile$$anonfun$3.apply(AggressiveCompile.scala:143)
    at sbt.compiler.AggressiveCompile$$anonfun$3.apply(AggressiveCompile.scala:87)
    at sbt.inc.IncrementalCompile$$anonfun$doCompile$1.apply(Compile.scala:39)
    at sbt.inc.IncrementalCompile$$anonfun$doCompile$1.apply(Compile.scala:37)
    at sbt.inc.IncrementalCommon.cycle(Incremental.scala:99)
    at sbt.inc.Incremental$$anonfun$1.apply(Incremental.scala:38)
    at sbt.inc.Incremental$$anonfun$1.apply(Incremental.scala:37)
    at sbt.inc.Incremental$.manageClassfiles(Incremental.scala:65)
    at sbt.inc.Incremental$.compile(Incremental.scala:37)
    at sbt.inc.IncrementalCompile$.apply(Compile.scala:27)
    at sbt.compiler.AggressiveCompile.compile2(AggressiveCompile.scala:157)
    at sbt.compiler.AggressiveCompile.compile1(AggressiveCompile.scala:71)
    at com.typesafe.zinc.Compiler.compile(Compiler.scala:184)
    at com.typesafe.zinc.Compiler.compile(Compiler.scala:164)
    at sbt_inc.SbtIncrementalCompiler.compile(SbtIncrementalCompiler.java:92)
    at scala_maven.ScalaCompilerSupport.incrementalCompile(ScalaCompilerSupport.java:303)
    at scala_maven.ScalaCompilerSupport.compile(ScalaCompilerSupport.java:119)
    at scala_maven.ScalaCompilerSupport.doExecute(ScalaCompilerSupport.java:99)
    at scala_maven.ScalaMojoSupport.execute(ScalaMojoSupport.java:482)
    at org.apache.maven.plugin.DefaultBuildPluginManager.executeMojo(DefaultBuildPluginManager.java:134)
    ... 21 more
[ERROR]
[ERROR]
[ERROR] For more information about the errors and possible solutions, please read the following articles:
[ERROR] [Help 1] http://cwiki.apache.org/confluence/display/MAVEN/PluginExecutionException
[ERROR]
[ERROR] After correcting the problems, you can resume the build with the command
[ERROR]   mvn <goals> -rf :spark-hive-thriftserver_2.10
[root@node1 spark-src

解决方式总结

①修改scala版本

./dev/change-scala-version.sh 2.11

改变版本的时候会提示只能修改为2.10或者2.11版本，其他版本无效

②hive-thiftserver的pom中增加jline包，在官网下载对应的cdh版hive包时可以看到需要的是2.12版本的包

<dependency>
  <groupId>jline</groupId>
  <artifactId>jline</artifactId>
  <version>2.12</version>
</dependency>

使用方式（a）后编译通过，（b）依然失败

然后报出新的问题

[INFO] ------------------------------------------------------------------------
[INFO] Reactor Summary:
[INFO]
[INFO] Spark Project Parent POM ........................... SUCCESS [  3.273 s]
[INFO] Spark Project Test Tags ............................ SUCCESS [  1.958 s]
[INFO] Spark Project Core ................................. SUCCESS [01:27 min]
[INFO] Spark Project Bagel ................................ SUCCESS [ 27.661 s]
[INFO] Spark Project GraphX ............................... SUCCESS [01:31 min]
[INFO] Spark Project ML Library ........................... SUCCESS [05:46 min]
[INFO] Spark Project Tools ................................ SUCCESS [ 36.041 s]
[INFO] Spark Project Networking ........................... SUCCESS [  8.248 s]
[INFO] Spark Project Shuffle Streaming Service ............ SUCCESS [ 16.996 s]
[INFO] Spark Project Streaming ............................ SUCCESS [03:28 min]
[INFO] Spark Project Catalyst ............................. SUCCESS [04:50 min]
[INFO] Spark Project SQL .................................. SUCCESS [09:38 min]
[INFO] Spark Project Hive ................................. SUCCESS [06:20 min]
[INFO] Spark Project Docker Integration Tests ............. SUCCESS [02:17 min]
[INFO] Spark Project Unsafe ............................... SUCCESS [  3.147 s]
[INFO] Spark Project Assembly ............................. FAILURE [02:00 min]
[INFO] Spark Project External Twitter ..................... SKIPPED
[INFO] Spark Project External Flume ....................... SKIPPED
[INFO] Spark Project External Flume Sink .................. SKIPPED
[INFO] Spark Project External MQTT ........................ SKIPPED
[INFO] Spark Project External MQTT Assembly ............... SKIPPED
[INFO] Spark Project External ZeroMQ ...................... SKIPPED
[INFO] Spark Project Examples ............................. SKIPPED
[INFO] Spark Project REPL ................................. SKIPPED
[INFO] Spark Project Launcher ............................. SKIPPED
[INFO] Spark Project External Kafka ....................... SKIPPED
[INFO] Cloudera Spark Project Lineage ..................... SKIPPED
[INFO] Spark Project YARN ................................. SKIPPED
[INFO] Spark Project YARN Shuffle Service ................. SKIPPED
[INFO] Spark Project Hive Thrift Server ................... SKIPPED
[INFO] ------------------------------------------------------------------------
[INFO] BUILD FAILURE
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 38:59 min
[INFO] Finished at: 2017-09-17T07:08:26+08:00
[INFO] Final Memory: 82M/880M
[INFO] ------------------------------------------------------------------------
[WARNING] The requested profile "hive-1.1.0" could not be activated because it does not exist.
[ERROR] Failed to execute goal on project spark-assembly_2.11: Could not resolve dependencies for project org.apache.spark:spark-assembly_2.11:jar:1.6.0-cdh5.12.0: Failed to collect dependencies at org.apache.spark:spark-hive-thriftserver_2.10:jar:1.6.0-cdh5.12.0: Failed to read artifact descriptor for org.apache.spark:spark-hive-thriftserver_2.10:jar:1.6.0-cdh5.12.0: Could not transfer artifact org.apache.spark:spark-hive-thriftserver_2.10:pom:1.6.0-cdh5.12.0 from/to CN (http://maven.oschina.net/content/groups/public/): Connect to maven.oschina.net:80 [maven.oschina.net/183.78.182.122] failed: Connection refused (Connection refused) -> [Help 1]
[ERROR]
[ERROR] To see the full stack trace of the errors, re-run Maven with the -e switch.
[ERROR] Re-run Maven using the -X switch to enable full debug logging.
[ERROR]
[ERROR] For more information about the errors and possible solutions, please read the following articles:
[ERROR] [Help 1] http://cwiki.apache.org/confluence/display/MAVEN/DependencyResolutionException
[ERROR]
[ERROR] After correcting the problems, you can resume the build with the command
[ERROR]   mvn <goals> -rf :spark-assembly_2.11

通过错误信息得知oschina无法下载spark-hive-thriftserver的pom文件，所以更换为【aliyun】的地址

<mirror>
　　<id>alimaven</id>
　　<name>aliyun maven</name>
    <url>http://maven.aliyun.com/nexus/content/groups/public/</url>
　　<mirrorOf>central</mirrorOf>
</mirror>

依然无法下载，继续更换地址【repo2】

<mirror>
    <id>repo2</id>
    <mirrorOf>central</mirrorOf>
    <name>Human Readable Name for this Mirror.</name>
    <url>http://repo2.maven.org/maven2/</url>
</mirror>

继续报错

[INFO] ------------------------------------------------------------------------
[INFO] Reactor Summary:
[INFO]
[INFO] Spark Project Parent POM ........................... SUCCESS [  8.238 s]
[INFO] Spark Project Test Tags ............................ SUCCESS [  2.852 s]
[INFO] Spark Project Core ................................. SUCCESS [ 37.382 s]
[INFO] Spark Project Bagel ................................ SUCCESS [  3.085 s]
[INFO] Spark Project GraphX ............................... SUCCESS [  5.634 s]
[INFO] Spark Project ML Library ........................... SUCCESS [ 14.805 s]
[INFO] Spark Project Tools ................................ SUCCESS [  1.538 s]
[INFO] Spark Project Networking ........................... SUCCESS [  2.839 s]
[INFO] Spark Project Shuffle Streaming Service ............ SUCCESS [  0.901 s]
[INFO] Spark Project Streaming ............................ SUCCESS [ 11.593 s]
[INFO] Spark Project Catalyst ............................. SUCCESS [ 14.390 s]
[INFO] Spark Project SQL .................................. SUCCESS [ 20.328 s]
[INFO] Spark Project Hive ................................. SUCCESS [ 23.584 s]
[INFO] Spark Project Docker Integration Tests ............. SUCCESS [  4.114 s]
[INFO] Spark Project Unsafe ............................... SUCCESS [  0.986 s]
[INFO] Spark Project Assembly ............................. FAILURE [ 39.408 s]
[INFO] Spark Project External Twitter ..................... SKIPPED
[INFO] Spark Project External Flume ....................... SKIPPED
[INFO] Spark Project External Flume Sink .................. SKIPPED
[INFO] Spark Project External MQTT ........................ SKIPPED
[INFO] Spark Project External MQTT Assembly ............... SKIPPED
[INFO] Spark Project External ZeroMQ ...................... SKIPPED
[INFO] Spark Project Examples ............................. SKIPPED
[INFO] Spark Project REPL ................................. SKIPPED
[INFO] Spark Project Launcher ............................. SKIPPED
[INFO] Spark Project External Kafka ....................... SKIPPED
[INFO] Cloudera Spark Project Lineage ..................... SKIPPED
[INFO] Spark Project YARN ................................. SKIPPED
[INFO] Spark Project YARN Shuffle Service ................. SKIPPED
[INFO] Spark Project Hive Thrift Server ................... SKIPPED
[INFO] ------------------------------------------------------------------------
[INFO] BUILD FAILURE
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 03:13 min
[INFO] Finished at: 2017-09-17T08:01:29+08:00
[INFO] Final Memory: 82M/971M
[INFO] ------------------------------------------------------------------------
[WARNING] The requested profile "hive-1.1.0" could not be activated because it does not exist.
[ERROR] Failed to execute goal on project spark-assembly_2.11: Could not resolve dependencies for project org.apache.spark:spark-assembly_2.11:jar:1.6.0-cdh5.12.0: Could not find artifact org.apache.spark:spark-hive-thriftserver_2.10:jar:1.6.0-cdh5.12.0 in cdh.repo (https://repository.cloudera.com/artifactory/cloudera-repos) -> [Help 1]
[ERROR]
[ERROR] To see the full stack trace of the errors, re-run Maven with the -e switch.
[ERROR] Re-run Maven using the -X switch to enable full debug logging.
[ERROR]
[ERROR] For more information about the errors and possible solutions, please read the following articles:
[ERROR] [Help 1] http://cwiki.apache.org/confluence/display/MAVEN/DependencyResolutionException
[ERROR]
[ERROR] After correcting the problems, you can resume the build with the command
[ERROR]   mvn <goals> -rf :spark-assembly_2.11

说明repo2的仓库没有spark-hive-thriftserver_2.10.jar

尝试其他地址后要么是连接拒绝，要么是无法解决依赖

（2）使用make-distribution.sh方式编译

直接运行后报出错误

JAVA_HOME is not set

在make-distribution.sh文件中增加配置

export JAVA_HOME=/usr/local/jdk1.8.0_144

然后开始执行

./make-distribution.sh --tgz \
-Phadoop-2.6 -Dhadoop.version=2.6.0-cdh5.12.0 \
-Pyarn \
-Phive-1.1.0 -Phive-thriftserver

经过各种mvn镜像库之后还是失败，而且执行时间特别长，第一次用了一晚上，第二次用了一天，所以决定放弃，最后一次错误信息

[INFO] ------------------------------------------------------------------------
[INFO] Reactor Summary:
[INFO]
[INFO] Spark Project Parent POM ........................... SUCCESS [  9.254 s]
[INFO] Spark Project Test Tags ............................ SUCCESS [ 23.704 s]
[INFO] Spark Project Core ................................. SUCCESS [41:06 min]
[INFO] Spark Project Bagel ................................ SUCCESS [05:15 min]
[INFO] Spark Project GraphX ............................... SUCCESS [35:37 min]
[INFO] Spark Project ML Library ........................... SUCCESS [  01:44 h]
[INFO] Spark Project Tools ................................ SUCCESS [17:16 min]
[INFO] Spark Project Networking ........................... SUCCESS [18:23 min]
[INFO] Spark Project Shuffle Streaming Service ............ SUCCESS [04:41 min]
[INFO] Spark Project Streaming ............................ SUCCESS [  02:18 h]
[INFO] Spark Project Catalyst ............................. SUCCESS [  02:57 h]
[INFO] Spark Project SQL .................................. SUCCESS [  02:30 h]
[INFO] Spark Project Hive ................................. SUCCESS [  02:14 h]
[INFO] Spark Project Docker Integration Tests ............. SUCCESS [46:29 min]
[INFO] Spark Project Unsafe ............................... SUCCESS [07:48 min]
[INFO] Spark Project Assembly ............................. FAILURE [01:26 min]
[INFO] Spark Project External Twitter ..................... SKIPPED
[INFO] Spark Project External Flume ....................... SKIPPED
[INFO] Spark Project External Flume Sink .................. SKIPPED
[INFO] Spark Project External MQTT ........................ SKIPPED
[INFO] Spark Project External MQTT Assembly ............... SKIPPED
[INFO] Spark Project External ZeroMQ ...................... SKIPPED
[INFO] Spark Project Examples ............................. SKIPPED
[INFO] Spark Project REPL ................................. SKIPPED
[INFO] Spark Project Launcher ............................. SKIPPED
[INFO] Spark Project External Kafka ....................... SKIPPED
[INFO] Cloudera Spark Project Lineage ..................... SKIPPED
[INFO] Spark Project YARN ................................. SKIPPED
[INFO] Spark Project YARN Shuffle Service ................. SKIPPED
[INFO] Spark Project Hive Thrift Server ................... SKIPPED
[INFO] ------------------------------------------------------------------------
[INFO] BUILD FAILURE
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 14:44 h
[INFO] Finished at: 2017-09-18T16:43:22+08:00
[INFO] Final Memory: 76M/959M
[INFO] ------------------------------------------------------------------------
[WARNING] The requested profile "hive-1.1.0" could not be activated because it does not exist.
[ERROR] Failed to execute goal on project spark-assembly_2.11: Could not resolve dependencies for project org.apache.spark:spark-assembly_2.11:jar:1.6.0-cdh5.12.0: Failed to collect dependencies at org.apache.spark:spark-hive-thriftserver_2.10:jar:1.6.0-cdh5.12.0: Failed to read artifact descriptor for org.apache.spark:spark-hive-thriftserver_2.10:jar:1.6.0-cdh5.12.0: Could not transfer artifact org.apache.spark:spark-hive-thriftserver_2.10:pom:1.6.0-cdh5.12.0 from/to twttr-repo (http://maven.twttr.com): Connect to maven.twttr.com:80 [maven.twttr.com/199.59.149.208] failed: Connection refused (Connection refused) -> [Help 1]
[ERROR]
[ERROR] To see the full stack trace of the errors, re-run Maven with the -e switch.
[ERROR] Re-run Maven using the -X switch to enable full debug logging.
[ERROR]
[ERROR] For more information about the errors and possible solutions, please read the following articles:
[ERROR] [Help 1] http://cwiki.apache.org/confluence/display/MAVEN/DependencyResolutionException
[ERROR]
[ERROR] After correcting the problems, you can resume the build with the command
[ERROR]   mvn <goals> -rf :spark-assembly_2.11

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