HDFS 的 API 操作
先配置好Windows环境
然后导入 Maven 依赖
<dependencies> <dependency> <groupId>org.apache.hadoop</groupId> <artifactId>hadoop-common</artifactId> <version>2.7.5</version> </dependency> <dependency> <groupId>org.apache.hadoop</groupId> <artifactId>hadoop-client</artifactId> <version>2.7.5</version> </dependency> <dependency> <groupId>org.apache.hadoop</groupId> <artifactId>hadoop-hdfs</artifactId> <version>2.7.5</version> </dependency> <dependency> <groupId>org.apache.hadoop</groupId> <artifactId>hadoop-mapreduce-client-core</artifactId> <version>2.7.5</version> </dependency> <dependency> <groupId>junit</groupId> <artifactId>junit</artifactId> <version>RELEASE</version> </dependency> </dependencies> <build> <plugins> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-compiler-plugin</artifactId> <version>3.1</version> <configuration> <source>1.8</source> <target>1.8</target> <encoding>UTF-8</encoding> <!-- <verbal>true</verbal>--> </configuration> </plugin> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-shade-plugin</artifactId> <version>2.4.3</version> <executions> <execution> <phase>package</phase> <goals> <goal>shade</goal> </goals> <configuration> <minimizeJar>true</minimizeJar> </configuration> </execution> </executions> </plugin> </plugins> </build>
使用url方式访问数据
@Test public void demo1()throws Exception{ //第一步:注册hdfs 的url URL.setURLStreamHandlerFactory(new FsUrlStreamHandlerFactory()); //获取文件输入流 InputStream inputStream = new URL("hdfs://node01:8020/a.txt").openStream(); //获取文件输出流 FileOutputStream outputStream = new FileOutputStream(new File("D:\\hello.txt")); //实现文件的拷贝 IOUtils.copy(inputStream, outputStream); //关闭流 IOUtils.closeQuietly(inputStream); IOUtils.closeQuietly(outputStream); }
**使用**文件系统方式访问数据
获取 FileSystem 的几种方式
* 第一种方式 ```java @Test public void getFileSystem1() throws IOException { Configuration configuration = new Configuration(); //指定我们使用的文件系统类型: configuration.set("fs.defaultFS", "hdfs://node01:8020/"); //获取指定的文件系统 FileSystem fileSystem = FileSystem.get(configuration); System.out.println(fileSystem.toString()); } ``` * 第二种方式 ```java @Test public void getFileSystem2() throws Exception{ FileSystem fileSystem = FileSystem.get(new URI("hdfs://node01:8020"), new Configuration()); System.out.println("fileSystem:"+fileSystem); } ``` * 第三种方式 ```java @Test public void getFileSystem3() throws Exception{ Configuration configuration = new Configuration(); configuration.set("fs.defaultFS", "hdfs://node01:8020"); FileSystem fileSystem = FileSystem.newInstance(configuration); System.out.println(fileSystem.toString()); } ``` * 第四种方式 ```java //@Test public void getFileSystem4() throws Exception{ FileSystem fileSystem = FileSystem.newInstance(new URI("hdfs://node01:8020") ,new Configuration()); System.out.println(fileSystem.toString()); } ```
遍历 HDFS 中所有文件
* 使用 API 遍历 ```java @Test public void listMyFiles()throws Exception{ //获取fileSystem类 FileSystem fileSystem = FileSystem.get(new URI("hdfs://node01:8020"), new Configuration()); //获取RemoteIterator 得到所有的文件或者文件夹,第一个参数指定遍历的路径,第二个参数表示是否要递归遍历 RemoteIterator<LocatedFileStatus> locatedFileStatusRemoteIterator = fileSystem.listFiles(new Path("/"), true); while (locatedFileStatusRemoteIterator.hasNext()){ LocatedFileStatus next = locatedFileStatusRemoteIterator.next(); System.out.println(next.getPath().toString()); } fileSystem.close(); } ```
创建文件夹
```java @Test public void mkdirs() throws Exception{ FileSystem fileSystem = FileSystem.get(new URI("hdfs://node01:8020"), new Configuration()); boolean mkdirs = fileSystem.mkdirs(new Path("/hello/mydir/test")); fileSystem.close(); } ```
下载文件
```java @Test public void getFileToLocal()throws Exception{ FileSystem fileSystem = FileSystem.get(new URI("hdfs://node01:8020"), new Configuration()); FSDataInputStream inputStream = fileSystem.open(new Path("/timer.txt")); FileOutputStream outputStream = new FileOutputStream(new File("e:\\timer.txt")); IOUtils.copy(inputStream,outputStream ); IOUtils.closeQuietly(inputStream); IOUtils.closeQuietly(outputStream); fileSystem.close(); } ```
文件上传
```java @Test public void putData() throws Exception{ FileSystem fileSystem = FileSystem.get(new URI("hdfs://node01:8020"), new Configuration()); fileSystem.copyFromLocalFile(new Path("file:///c:\\install.log"),new Path("/hello/mydir/test")); fileSystem.close(); } ```