Mac部署spark2.4.4

环境信息

1. 操作系统：macOS Mojave 10.14.6
2. JDK：1.8.0_211 (安装位置：/Library/Java/JavaVirtualMachines/jdk1.8.0_211.jdk/Contents/Home)

前提条件

请参考《Mac部署hadoop3(伪分布式)》一文，在Mac上事先部署好hadoop3

部署步骤

1. 安装scala：

   brew install scala

2. 配置scala的环境变量，打开文件<font color="blue">~/.bash_profile</font>，增加以下配置内容：

   export SCALA_HOME=/usr/local/Cellar/scala/2.13.0 export PATH=$PATH:$SCALA_HOME/bin

3. 执行命令<font color="blue">source ~/.bash_profile</font>，再验证scala：

   base) zhaoqindeMBP:~ zhaoqin$ scala -version Scala code runner version 2.13.0 -- Copyright 2002-2019, LAMP/EPFL and Lightbend, Inc.

4. 下载spark，地址是：http://spark.apache.org/downloads.html ，如下图红框：

5. 将下载的文件在<font color="blue">/usr/local/</font>目录下解压，并将文件夹名字从<font color="blue">spark-2.4.4-bin-hadoop2.7</font>改为<font color="blue">spark</font>

6. 配置spark的环境变量，打开文件<font color="blue">~/.bash_profile</font>，增加以下配置内容：

   export SPARK_HOME=/usr/local/spark export PATH=$PATH:$SPARK_HOME/bin

7. 执行命令<font color="blue">source ~/.bash_profile</font>使配置生效；

8. 打开文件<font color="blue">spark/conf/spark-env.sh</font>，在尾部增加以下三行：

   export SCALA_HOME=/usr/local/Cellar/scala/2.13.0 export SPARK_MASTER_IP=localhost export SPARK_WORKER_MEMORY=2G

9. 确保hdfs和yarn已经启动，然后执行命令<font color="blue">spark-shell</font>，即可启动spark服务：

   To update your account to use zsh, please run chsh -s /bin/zsh. For more details, please visit https://support.apple.com/kb/HT208050. (base) zhaoqindeMBP:~ zhaoqin$ spark-shell 19/10/27 13:33:51 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties Setting default log level to "WARN". To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel). Spark context Web UI available at http://zhaoqindembp:4040 Spark context available as 'sc' (master = local[*], app id = local-1572154437623). Spark session available as 'spark'. Welcome to ____ __ / / ___ / / \ / _ / _ `/ __/ '/ // .__/_,// //_\ version 2.4.4 //

   Using Scala version 2.11.12 (Java HotSpot(TM) 64-Bit Server VM, Java 1.8.0_211) Type in expressions to have them evaluated. Type :help for more information.

   scala>

至此，Mac机器上的hadoop和spark都运行起来了，希望本文能给您带来一些参考。

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