HDFS是Hadoop应用程序使用的主要分布式存储。HDFS集群主要由管理文件系统元数据的NameNode和存储实际数据的DataNodes组成,HDFS架构图描述了NameNode,DataNode和客户端之间的基本交互。客户端联系NameNode进行文件元数据或文件修改,并直接使用DataNodes执行实际的文件I / O。
Hadoop支持shell命令直接与HDFS进行交互,同时也支持Java API对HDFS的操作,例如,文件的创建、删除、上传、下载、重命名等。
HDFS中的文件操作主要涉及以下几个类:
Configuration:提供对配置参数的访问
FileSystem:文件系统对象
Path:在FileSystem中命名文件或目录。 路径字符串使用斜杠作为目录分隔符。 如果以斜线开始,路径字符串是绝对的
FSDataInputStream和FSDataOutputStream:这两个类分别是HDFS中的输入和输出流
下面是JAVA API对HDFS的操作过程:
1.项目结构
2.pom.xml配置
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 ">
<modelVersion>4.0.0</modelVersion>
<groupId>com.zjl</groupId>
<artifactId>myhadoop</artifactId>
<version>0.0.1-SNAPSHOT</version>
<packaging>jar</packaging>
<name>myhadoop</name>
<url></url>
<properties>
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
<hadoop.version>2.5.0</hadoop.version>
</properties>
<dependencies>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-client</artifactId>
<version>${hadoop.version}</version>
</dependency>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>3.8.1</version>
</dependency>
</dependencies>
</project>
3.拷贝hadoop安装目录下与HDFS相关的配置(core-site.xml,hdfs-site.xml,log4j.properties)到resource目录下
[hadoop@hadoop01 ~]$ cd /opt/modules/hadoop-2.6.5/etc/hadoop/
[hadoop@hadoop01 hadoop]$ cp core-site.xml hdfs-site.xml log4j.properties /opt/tools/workspace/myhadoop/src/main/resource/
[hadoop@hadoop01 hadoop]$
(1)core-site.xml
<?xml version="1.0" encoding="UTF-8"?>
<?xml-stylesheet type="text/xsl" href="https://www.linuxidc.com/configuration.xsl"?>
<!--
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License. See accompanying LICENSE file.
-->
<!-- Put site-specific property overrides in this file. -->
<configuration>
<property>
<name>fs.defaultFS</name>
<!-- 如果没有配置,默认会从本地文件系统读取数据 -->
<value>hdfs://hadoop01.zjl.com:9000</value>
</property>
<property>
<name>hadoop.tmp.dir</name>
<!-- hadoop文件系统依赖的基础配置,很多路径都依赖它。如果hdfs-site.xml中不配置namenode和datanode的存放位置,默认就放在这个路径中 -->
<value>/opt/modules/hadoop-2.6.5/data/tmp</value>
</property>
</configuration>
(2)hdfs-site.xml