What are the configuration steps for CentOS HDFS
Detailed steps to deploy Hadoop Distributed File System (HDFS) on CentOS:
1. Preparation
Install Java: Make sure that the system has the appropriate JDK version installed and configure the JAVA_HOME environment variable.
Install Hadoop: Download the corresponding version of Hadoop distribution package and unzip it to the specified directory (for example,
/usr/local/hadoop
).
2. Environment configuration
- Set environment variables: Edit
/etc/profile
file and add the following environment variables:
export JAVA_HOME=/path/to/your/jdk export PATH=$JAVA_HOME/bin:$PATH export HADOOP_HOME=/path/to/hadoop export PATH=$HADOOP_HOME/bin:$PATH
Replace /path/to/your/jdk
and /path/to/hadoop
with actual paths. After saving the file, run source /etc/profile
to make the configuration take effect.
- SSH password-free login: Configure SSH password-free login for all Hadoop nodes. Use
ssh-keygen -t rsa
to generate the key pair, and then usessh-copy-id user@nodeX
to copy the public key to each node (replaceuser
with username andnodeX
with nodename).
3. Network configuration
Host Name: Ensure that the host name of each node is correctly configured and accessible through the network.
Static IP: Configure a static IP address for each node. Edit the network configuration file (for example
/etc/sysconfig/network-scripts/ifcfg-eth0
), and set the static IP, subnet mask, and gateway.Time synchronization: Use NTP service to synchronize the time of all nodes. Install NTP (
yum install ntp
) and synchronize the time usingntpdate ntp.aliyun.com
(or other NTP server).
4. HDFS configuration
- Core configuration file (core-site.xml): Configure the HDFS default file system. Modify the
$HADOOP_HOME/etc/hadoop/core-site.xml
file and add the following content:
<configuration> <property> <name>fs.defaultFS</name> <value>hdfs://namenode_hostname:9000</value> </property> </configuration>
Replace namenode_hostname
with the hostname of the NameNode node.
- HDFS configuration file (hdfs-site.xml): Configure HDFS data storage path and number of copies, etc. Modify the
$HADOOP_HOME/etc/hadoop/hdfs-site.xml
file and add the following content:
<configuration> <property> <name>dfs.namenode.name.dir</name> <value>/path/to/namenode/data</value> </property> <property> <name>dfs.datanode.data.dir</name> <value>/path/to/datanode/data</value> </property> <property> <name>dfs.replication</name> <value>3</value> </property> </configuration>
Replace /path/to/namenode/data
and /path/to/datanode/data
with the data storage directory of NameNode and DataNode.
5. Format NameNode
Run the following command on the NameNode node to format NameNode:
$HADOOP_HOME/bin/hdfs namenode -format
6. Start HDFS
Run the following command on the NameNode node to start the HDFS cluster:
$HADOOP_HOME/sbin/start-dfs.sh
VII. Verification and Stop
Verification: Use the
jps
command to check whether the HDFS daemon has been started. Visithttp://namenode_hostname:50070
to view the HDFS Web UI.Stop: Execute the following command on the NameNode node to stop the HDFS cluster:
$HADOOP_HOME/sbin/stop-dfs.sh
Note: The above steps are only basic guides, and the actual configuration may vary depending on Hadoop version and cluster size. Be sure to refer to the official Hadoop documentation for more detailed and accurate information. Please modify the path according to actual conditions.
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