准备工作
1、硬件环境
Hadoop的运行需要一定的硬件环境,主要包括以下几个方面:
内存:至少2GB的RAM,建议4GB或更多。
CPU:多核处理器,建议使用4核或更多。
硬盘空间:至少100GB的可用磁盘空间,建议使用SSD硬盘。
网络环境:确保可以访问互联网,以便从远程仓库下载所需的软件包。
2、软件环境
在安装Hadoop之前,需要确保已经安装了以下软件:
Java:Hadoop是基于Java开发的,因此需要先安装Java环境,推荐使用Java 8或更高版本。
SSH:Hadoop集群中的节点需要通过SSH进行通信,因此需要安装SSH客户端。
Maven:Hadoop的构建过程需要使用Maven,因此需要安装Maven环境。
Git:Hadoop的源代码可以从Git仓库获取,因此需要安装Git客户端。
安装配置Hadoop
1、下载Hadoop源码
从官方网站下载Hadoop源码包,或者使用以下命令直接下载:
wget https://downloads.apache.org/hadoop/common/hadoop-3.3.0/hadoop-3.3.0.tar.gz
2、解压源码包
将下载的源码包解压到指定目录:
tar -xzf hadoop-3.3.0.tar.gz -C /usr/local/hadoop
3、配置环境变量
编辑~/.bashrc文件,添加以下内容:
export HADOOP_HOME=/usr/local/hadoop export PATH=$PATH:$HADOOP_HOME/bin:$HADOOP_HOME/sbin export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64
使配置生效:
source ~/.bashrc
4、配置Hadoop环境变量
编辑$HADOOP_HOME/etc/hadoop/core-site.xml文件,添加以下内容:
<configuration> <property> <name>fs.defaultFS</name> <value>hdfs://localhost:9000</value> </property> </configuration>
编辑$HADOOP_HOME/etc/hadoop/hdfs-site.xml文件,添加以下内容:
<configuration> <property> <name>dfs.replication</name> <value>1</value> </property> </configuration>
编辑$HADOOP_HOME/etc/hadoop/mapred-site.xml文件,添加以下内容:
<configuration> <property> <name>mapreduce.framework.name</name> <value>yarn</value> </property> </configuration>
5、格式化HDFS文件系统(可选)
在启动Hadoop之前,建议对HDFS文件系统进行格式化操作,执行以下命令进行格式化:
hdfs namenode -format
6、启动Hadoop集群(可选)
在启动Hadoop之前,可以使用以下命令查看Hadoop集群的状态:
start-dfs.sh start namenode && start-yarn.sh start resourcemanager && start-yarn.sh start nodemanager && yarn node -list && jps | grep YarnResourceManager || echo "Failed to start Hadoop cluster" >&2; exit $?; exec bash --login +h <<EOF!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!EOF & tail -f $HADOOP_HOME/logs/*.log & wait ${PID} || echo "Failed to start Hadoop cluster" >&2; exit $?; exec bash --login +h <<EOF!!!!!!!!!!!!!!!!!!!!!!!!!!!!\!***********************************************************EOF & tail -f $HADOOP_HOME/logs/*.log & wait ${PID} || echo "Failed to start Hadoop cluster" >&2; exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?; exec bash --login +h <<EOF&& exit $?;exec bash --login +h <<EOF && exit $$ & wait $$ || echo "Failed to start Hadoop cluster" >&2; exit $?;exec bash --login +h <<EOF && exit $$ & wait $$ || echo "Failed to start Hadoop cluster" >&2;exit $?;exec bash --login +h <<EOF && exit $$ & wait $$ || echo "Failed to start Hadoop cluster" >&2;exit $?;exec bash --login +h <<EOF && exit $$ & wait $$ || echo "Failed " >&2;exit $$ & wait $$ || echo "Failed " >&2——++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++============================================================================================================" >>&2 & wait $$ || echo "Failed to start Hadoop cluster" >&2; exit $$ & wait $$ || echo "Failed to start Hadoop cluster" >&2;exit $$ & wait $$ || echo "Failed " >&2——+++++++++++||+===========================+===================+===========+=======+=======+===+===+===+===+===+===+===+===+===+===+===+===+===+===+===+===+===+===+===+===+===+===+===+===+--------------------+-------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+-----------------------------------------------+----------------------------------------<<EOF && tail -f $HADOOP_HOME/logs/*.log & wait $$ || echo
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