CentOS7 安装 Spark3.0.0-preview2-bin-hadoop3.2

版本信息

CentOS: Linux localhost.localdomain 3.10.0-862.el7.x86_64 #1 SMP Fri Apr 20 16:44:24 UTC 2018 x86_64 x86_64 x86_64 GNU/Linux

JDK: Oracle jdk1.8.0_241 , https://www.oracle.com/java/technologies/javase-jdk8-downloads.html 

Hadoop : hadoop-3.2.1.tar.gz

Scala : scala-2.11.8.tgz ，https://www.scala-lang.org/download/2.11.8.html

Spark ：spark-3.0.0-preview2-bin-hadoop3.2.tgz，http://spark.apache.org/downloads.html

设置自身免登陆

# ssh-keygen
Generating public/private rsa key pair.
Enter file in which to save the key (/root/.ssh/id_rsa):
Enter passphrase (empty for no passphrase):
Enter same passphrase again:
Your identification has been saved in /root/.ssh/id_rsa.
Your public key has been saved in /root/.ssh/id_rsa.pub.
The key fingerprint is:
1b:e4:ff:13:55:69:6a:2f:46:10:b0:ec:42:fe:5b:80 root@localhost.localdomain
The key's randomart image is:
+--[ RSA 2048]----+
|         ....   .|
|        . ..   o.|
|       ..o  . o. |
|      ooo    +.  |
|       ESo  o..  |
|        o+. .o . |
|        .......  |
|          o..    |
|         .  ..   |
+-----------------+
# cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys
# chmod 600 ~/.ssh/authorized_keys
# ssh root@localhost
Last login: Sun Mar 29 15:00:23 2020

 

关闭selinux、防火墙

a. 永久有效

修改 /etc/selinux/config 文件中的 SELINUX=enforcing 修改为 SELINUX=disabled ，然后重启。

b. 临时生效

# setenforce 0

# systemctl stop firewalld.service
# systemctl disable iptables.service

安装JDK 

下载Java SDK，前往 https://www.oracle.com/java/technologies/javase-jdk8-downloads.html 下载

mkdir /data/server/spark/
cd /data/server/spark/
rz #选择你下载好的文件，上传到当前目录下
tar zxvf jdk-8u241-linux-x64.tar.gz

 

安装Scala

cd /data/server/spark
cd /data/server/spark
wget https://downloads.lightbend.com/scala/2.11.8/scala-2.11.8.tgz 
tar zxvf scala-2.11.8.tgz && rm -f scala-2.11.8.tgz

安装Spark

1. 前往http://spark.apache.org/downloads.html 下载对应的版本:

2. 下载并解压到指定目录 /data/server/spark，并重命名

cd /data/server/spark
wget https://mirrors.tuna.tsinghua.edu.cn/apache/spark/spark-3.0.0-preview2/spark-3.0.0-preview2-bin-hadoop3.2.tgz
tar zxvf spark-3.0.0-preview2-bin-hadoop3.2.tgz
mv spark-3.0.0-preview2-bin-hadoop3.2/ 3.0.0-preview2-bin-hadoop3.2

3. 编辑 /etc/profile，文件末尾添加如下内容：

#sprak
export SPARK_HOME=/data/server/spark/3.0.0-preview2-bin-hadoop3.2
export PATH=$PATH:$SPARK_HOME/bin:$SPARK_HOME/sbin

重载环境变量

source /etc/profile

4. 编辑 vi 3.0.0-preview2-bin-hadoop3.2/conf/spark-env.sh，在尾部增加以下内容：

#使用自定义的java版本，不依赖系统自带的java
export JAVA_HOME=/data/server/spark/jdk1.8.0_241
export JRE_HOME=${JAVA_HOME}/jre

#hadoop,不依赖在/etc/profile的hadoop配置
export HADOOP_HOME=/data/server/hadoop/3.2.1
export HADOOP_CONF_DIR=$HADOOP_HOME/etc/hadoop
export YARN_CONF_DIR=$HADOOP_CONF_DIR

#spark
export SPARK_MASTER_HOST=172.16.1.126
#默认端口7077
export SPARK_MASTER_PORT=7077
#默认端口8080
export SPARK_MASTER_WEBUI_PORT=8080

export SPARK_WORK_PORT=7078
#默认端口8081,应该是从 SPARK_MASTER_WEBUI_PORT 的端口开始新增，如果有多个worker应该是无需配置的？！
export SPARK_WORK_WEBUI_PORT=8081

export SPARK_WORKER_CORES=1

#export SPARK_EXECUTOR_MEMORY=256M
#export SPARK_DRIVER_MEMORY=256M
#export SPARK_WORKER_MEMORY=256M

以上配置也可以放在/etc/profile中

启动Sprak

1. 重命名启动文件，避免和hadoop的脚步名称冲突

cd /data/server/spark/3.0.0-preview2-bin-hadoop3.2/
mv ./sbin/start-all.sh ./sbin/start-spark-all.sh
mv ./sbin/stop-all.sh ./sbin/stop-spark-all.sh

2. 启动sprak

start-spark-all.sh

查看Master地址：http://172.16.1.126:7078 

查看Worker地址：http://172.16.1.126:7079

PS:

https://blog.csdn.net/boling_cavalry/article/details/86747258