1. HDFS客户端环境准备
(1) 下载hadoop client 包并解压到一个无中文无空格的目录下 :
链接:https://pan.baidu.com/s/1aYt3IHMYTO10XLzURkODlg
提取码:3e4m
(以上包是win10 的其它系统需要自己下载)
(2) 配置HADOOP_HOME环境变量


(3) 创建一个Maven工程HdfsClientDemo
(4) 导入相应的依赖坐标+日志
pom.xml文件添加:
<dependencies>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>RELEASE</version>
</dependency>
<dependency>
<groupId>org.apache.logging.log4j</groupId>
<artifactId>log4j-core</artifactId>
<version>2.8.2</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-common</artifactId>
<version>2.7.2</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-client</artifactId>
<version>2.7.2</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-hdfs</artifactId>
<version>2.7.2</version>
</dependency>
<dependency>
<groupId>jdk.tools</groupId>
<artifactId>jdk.tools</artifactId>
<version>1.8</version>
<scope>system</scope>
<systemPath>${JAVA_HOME}/lib/tools.jar</systemPath>
</dependency>
</dependencies>
注意:如果Eclipse/Idea打印不出日志,在控制台上只显示
1.log4j:WARN No appenders could be found for logger (org.apache.hadoop.util.Shell).
2.log4j:WARN Please initialize the log4j system properly.
3.log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info.
需要在项目的src/main/resources目录下,新建一个文件,命名为“log4j.properties”,在文件中填入
log4j.rootLogger=INFO, stdout
log4j.appender.stdout=org.apache.log4j.ConsoleAppender
log4j.appender.stdout.layout=org.apache.log4j.PatternLayout
log4j.appender.stdout.layout.ConversionPattern=%d %p [%c] - %m%n
log4j.appender.logfile=org.apache.log4j.FileAppender
log4j.appender.logfile.File=target/spring.log
log4j.appender.logfile.layout=org.apache.log4j.PatternLayout
log4j.appender.logfile.layout.ConversionPattern=%d %p [%c] - %m%n
2. 在idea 上连接和操作集群
在idea 上操作集群一般步骤为
(1) 设置配置参数
(2) 获取文件系统和集群建立连接
(3) 调用API对集群进行操作
(4) 关闭资源
如下:
package atguigu.hdfs;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.*;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
import java.io.IOException;
import java.net.URI;
import java.net.URISyntaxException;
public class HdfsClient {
FileSystem fs;
//打印文件夹中的内容信息
@Test
public void testShowFiles() throws IOException {
RemoteIterator<LocatedFileStatus> status = fs.listFiles(new Path("/"), true);
while (status.hasNext()) {
LocatedFileStatus next = status.next();
System.out.println("FileName: " + next.getPath().getName());
System.out.println("长度: " + next.getLen());
System.out.println("权限: " + next.getPermission());
System.out.println("分组: " + next.getGroup());
BlockLocation[] bls = next.getBlockLocations();
for (BlockLocation bl : bls) {
String[] hosts = bl.getHosts();
for (String host : hosts) {
System.out.println("host: " + host);
}
}
System.out.println();
}
}
@Before
public void init() throws URISyntaxException, IOException, InterruptedException {
Configuration configuration = new Configuration(); //设置配置
//configuration.set("dfs.replication", "1");
fs = FileSystem.get(new URI("hdfs://xiaoai01:9000"), configuration, "andy");
//获取连接
System.out.println("init OK!");
}
//下载文件
@Test
public void testGet() throws IOException {
fs.copyToLocalFile(false, new Path("/andy/input/test.txt"), new Path("D:\\"));
}
//创建文件夹
@Test
public void testMkdirs() throws IOException {
fs.mkdirs(new Path("/1108/daxian/banzhang"));
}
//上传文件
@Test
public void testPut() throws IOException {
fs.copyFromLocalFile(false, new Path("D:\\README.txt"), new Path("/andy/"));
}
@After
public void uninit() throws IOException {
fs.close();//关闭资源
System.out.println("uninit OK!");
}
}
本文介绍了如何准备HDFS客户端环境,包括下载hadoop client、配置环境变量、创建Maven工程及导入依赖。接着讲解了在IntelliJ IDEA上连接和操作Hadoop集群的步骤,涉及设置配置参数、建立连接、调用API以及关闭资源。
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