参考博客:SpringBoot集成Hadoop系列一 —— 对HDFS的文件操作
1.导入依赖
<dependencies>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-web</artifactId>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-common</artifactId>
<version>3.3.3</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-hdfs</artifactId>
<version>3.3.3</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-client</artifactId>
<version>3.3.3</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-mapreduce-client-core</artifactId>
<version>3.3.3</version>
</dependency>
<dependency>
<groupId>cn.bestwu</groupId>
<artifactId>ik-analyzers</artifactId>
<version>5.1.0</version>
</dependency>
<dependency>
<groupId>org.projectlombok</groupId>
<artifactId>lombok</artifactId>
</dependency>
<dependency>
<groupId>com.alibaba</groupId>
<artifactId>fastjson</artifactId>
<version>1.2.46</version>
</dependency>
<!-- 此处的导入依赖与mapreduce有关 -->
<dependency>
<groupId>jdk.tools</groupId>
<artifactId>jdk.tools</artifactId>
<version>1.8</version>
<scope>system</scope>
<systemPath>${JAVA_HOME}/lib/tools.jar</systemPath>
</dependency>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-test</artifactId>
<scope>test</scope>
</dependency>
2.核心代码
application.properties
# tomcat thread = 200
server.tomcat.max-threads=1000
# edit tomcat port
server.port=8900
# session time 30
server.session-timeout=60
spring.application.name=hadoop
spring.servlet.multipart.max-file-size=50MB
spring.servlet.multipart.max-request-size=50MB
hdfs.path=hdfs://hadoop0:9000
hdfs.username=root
HdfsConfig.java
import org.springframework.beans.factory.annotation.Value;
import org.springframework.context.annotation.Configuration;
/**
* @author HappyDragon1994
*/
@Configuration
public class HdfsConfig {
@Value("${hdfs.path}")
private String path;
public String getPath() {
return path;
}
public void setPath(String path) {
this.path = path;
}
}
HdfsController.java
package com.zym.controller;
import com.zym.entity.User;
import com.zym.result.Result;
import com.zym.service.HdfsService;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.apache.hadoop.fs.BlockLocation;
import org.springframework.web.bind.annotation.*;
import org.springframework.web.multipart.MultipartFile;
import java.util.List;
import java.util.Map;
@RestController
@RequestMapping("/hadoop/hdfs")
@Slf4j
public class HdfsController {
/**
* 创建文件夹
* @param path
* @return
* @throws Exception
*/
@RequestMapping(value = "mkdir", method = RequestMethod.POST)
@ResponseBody
public Result mkdir(@RequestParam("path") String path) throws Exception {
if (StringUtils.isEmpty(path)) {
System.out.println("请求参数为空");
return new Result(Result.FAILURE, "请求参数为空");
}
// 创建空文件夹
boolean isOk = HdfsService.mkdir(path);
if (isOk) {
log.debug("文件夹创建成功");
return new Result(Result.SUCCESS, "文件夹创建成功");
} else {
log.debug("文件夹创建失败");
return new Result(Result.FAILURE, "文件夹创建失败");
}
}
/**
* 读取HDFS目录信息
* @param path
* @return
* @throws Exception
*/
@PostMapping("/readPathInfo")
public Result readPathInfo(@RequestParam("path") String path) throws Exception {
List<Map<String, Object>> list = HdfsService.readPathInfo(path);
return new Result(Result.SUCCESS, "读取HDFS目录信息成功", list);
}
/**
* 获取HDFS文件在集群中的位置
* @param path
* @return
* @throws Exception
*/
@PostMapping("/getFileBlockLocations")
public Result getFileBlockLocations(@RequestParam("path") String path) throws Exception {
BlockLocation[] blockLocations = HdfsService.getFileBlockLocations(path);
return new Result(Result.SUCCESS, "获取HDFS文件在集群中的位置", blockLocations);
}
/**
* 创建文件
* @param path
* @return
* @throws Exception
*/
@PostMapping("/createFile")
public Result createFile(@RequestParam("path") String path, @RequestParam("file") MultipartFile file)
throws Exception {
if (StringUtils.isEmpty(path) || null == file.getBytes()) {
return new Result(Result.FAILURE, "请求参数为空");
}
HdfsService.createFile(path, file);
return new Result(Result.SUCCESS, "创建文件成功");
}
/**
* 读取HDFS文件内容
* @param path
* @return
* @throws Exception
*/
@PostMapping("/readFile")
public Result readFile(@RequestParam("path") String path) throws Exception {
String targetPath = HdfsService.readFile(path);
return new Result(Result.SUCCESS, "读取HDFS文件内容", targetPath);
}
/**
* 读取HDFS文件转换成Byte类型
* @param path
* @return
* @throws Exception
*/
@PostMapping("/openFileToBytes")
public Result openFileToBytes(@RequestParam("path") String path) throws Exception {
byte[] files = HdfsService.openFileToBytes(path);
return new Result(Result.SUCCESS, "读取HDFS文件转换成Byte类型", files);
}
/**
* 读取HDFS文件装换成User对象
* @param path
* @return
* @throws Exception
*/
@PostMapping("/openFileToUser")
public Result openFileToUser(@RequestParam("path") String path) throws Exception {
User user = HdfsService.openFileToObject(path, User.class);
return new Result(Result.SUCCESS, "读取HDFS文件装换成User对象", user);
}
/**
* 读取文件列表
* @param path
* @return
* @throws Exception
*/
@PostMapping("/listFile")
public Result listFile(@RequestParam("path") String path) throws Exception {
if (StringUtils.isEmpty(path)) {
return new Result(Result.FAILURE, "请求参数为空");
}
List<Map<String, String>> returnList = HdfsService.listFile(path);
return new Result(Result.SUCCESS, "读取文件列表成功", returnList);
}
/**
* 重命名文件
* @param oldName
* @param newName
* @return
* @throws Exception
*/
@PostMapping("/renameFile")
public Result renameFile(@RequestParam("oldName") String oldName, @RequestParam("newName") String newName)
throws Exception {
if (StringUtils.isEmpty(oldName) || StringUtils.isEmpty(newName)) {
return new Result(Result.FAILURE, "请求参数为空");
}
boolean isOk = HdfsService.renameFile(oldName, newName);
if (isOk) {
return new Result(Result.SUCCESS, "文件重命名成功");
} else {
return new Result(Result.FAILURE, "文件重命名失败");
}
}
/**
* 删除文件
* @param path
* @return
* @throws Exception
*/
@PostMapping("/deleteFile")
public Result deleteFile(@RequestParam("path") String path) throws Exception {
boolean isOk = HdfsService.deleteFile(path);
if (isOk) {
return new Result(Result.SUCCESS, "delete file success");
} else {
return new Result(Result.FAILURE, "delete file fail");
}
}
/**
* 上传文件
* @param path
* @param uploadPath
* @return
* @throws Exception
*/
@PostMapping("/uploadFile")
public Result uploadFile(@RequestParam("path") String path, @RequestParam("uploadPath") String uploadPath)
throws Exception {
HdfsService.uploadFile(path, uploadPath);
return new Result(Result.SUCCESS, "upload file success");
}
/**
* 下载文件
* @param path
* @param downloadPath
* @return
* @throws Exception
*/
@PostMapping("/downloadFile")
public Result downloadFile(@RequestParam("path") String path, @RequestParam("downloadPath") String downloadPath)
throws Exception {
HdfsService.downloadFile(path, downloadPath);
return new Result(Result.SUCCESS, "download file success");
}
/**
* HDFS文件复制
* @param sourcePath
* @param targetPath
* @return
* @throws Exception
*/
@PostMapping("/copyFile")
public Result copyFile(@RequestParam("sourcePath") String sourcePath, @RequestParam("targetPath") String targetPath)
throws Exception {
HdfsService.copyFile(sourcePath, targetPath);
return new Result(Result.SUCCESS, "copy file success");
}
/**
* 查看文件是否已存在
* @param path
* @return
* @throws Exception
*/
@PostMapping("/existFile")
public Result existFile(@RequestParam("path") String path) throws Exception {
boolean isExist = HdfsService.existFile(path);
return new Result(Result.SUCCESS, "file isExist: " + isExist);
}
}
User.java
package com.zym.entity;
import org.apache.hadoop.io.Writable;
import java.io.DataInput;
import java.io.DataOutput;
import java.io.IOException;
/**
* @author HappyDragon1994
*/
public class User implements Writable {
private String username;
private Integer age;
private String address;
public User() {
super();
// TODO Auto-generated constructor stub
}
public User(String username, Integer age, String address) {
super();
this.username = username;
this.age = age;
this.address = address;
}
@Override
public void write(DataOutput output) throws IOException {
// 把对象序列化
output.writeChars(username);
output.writeInt(age);
output.writeChars(address);
}
@Override
public void readFields(DataInput input) throws IOException {
// 把序列化的对象读取到内存中
username = input.readUTF();
age = input.readInt();
address = input.readUTF();
}
public String getUsername() {
return username;
}
public void setUsername(String username) {
this.username = username;
}
public Integer getAge() {
return age;
}
public void setAge(Integer age) {
this.age = age;
}
public String getAddress() {
return address;
}
public void setAddress(String address) {
this.address = address;
}
@Override
public String toString() {
return "User [username=" + username + ", age=" + age + ", address=" + address + "]";
}
}
Result.java
package com.zym.result;
import lombok.Data;
@Data
public class Result {
private String resCode;
private String resDes;
private Object data;
public static final String FAILURE="sys-00-01";
public static final String SUCCESS = "SUCCESS";
public Result(String resCode,String resDes,Object data){
this.resCode = resCode;
this.resDes = resDes;
this.data=data;
}
public Result(String resCode,String resDes){
this.resCode = resCode;
this.resDes = resDes;
}
}
HdfsService.java
package com.zym.service;
import com.alibaba.fastjson.JSONObject;
import org.apache.commons.lang3.StringUtils;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.*;
import org.apache.hadoop.hdfs.web.JsonUtil;
import org.apache.hadoop.io.IOUtils;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Component;
import org.springframework.web.multipart.MultipartFile;
import javax.annotation.PostConstruct;
import java.io.BufferedReader;
import java.io.InputStreamReader;
import java.net.URI;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
@Component
public class HdfsService {
@Value("${hdfs.path}")
private String path;
@Value("${hdfs.username}")
private String username;
private static String hdfsPath;
private static String hdfsName;
private static final int bufferSize = 1024 * 1024 * 64;
@PostConstruct
public void getPath() {
hdfsPath = this.path;
}
@PostConstruct
public void getName() {
hdfsName = this.username;
}
public static String getHdfsPath() {
return hdfsPath;
}
public String getUsername() {
return username;
}
/**
* 获取HDFS配置信息
* @return
*/
private static Configuration getConfiguration() {
Configuration configuration = new Configuration();
configuration.set("fs.defaultFS", hdfsPath);
return configuration;
}
/**
* 获取HDFS文件系统对象
* @return
* @throws Exception
*/
public static FileSystem getFileSystem() throws Exception {
// 客户端去操作hdfs时是有一个用户身份的,默认情况下hdfs客户端api会从jvm中获取一个参数作为自己的用户身份
// DHADOOP_USER_NAME=hadoop
// 也可以在构造客户端fs对象时,通过参数传递进去
FileSystem fileSystem = FileSystem.get(new URI(hdfsPath), getConfiguration(), hdfsName);
return fileSystem;
}
/**
* 在HDFS创建文件夹
* @param path
* @return
* @throws Exception
*/
public static boolean mkdir(String path) throws Exception {
if (StringUtils.isEmpty(path)) {
return false;
}
if (existFile(path)) {
return true;
}
FileSystem fs = getFileSystem();
// 目标路径
Path srcPath = new Path(path);
boolean isOk = fs.mkdirs(srcPath);
fs.close();
return isOk;
}
/**
* 判断HDFS文件是否存在
* @param path
* @return
* @throws Exception
*/
public static boolean existFile(String path) throws Exception {
if (StringUtils.isEmpty(path)) {
return false;
}
FileSystem fs = getFileSystem();
Path srcPath = new Path(path);
boolean isExists = fs.exists(srcPath);
return isExists;
}
/**
* 读取HDFS目录信息
* @param path
* @return
* @throws Exception
*/
public static List<Map<String, Object>> readPathInfo(String path) throws Exception {
if (StringUtils.isEmpty(path)) {
return null;
}
if (!existFile(path)) {
return null;
}
FileSystem fs = getFileSystem();
// 目标路径
Path newPath = new Path(path);
FileStatus[] statusList = fs.listStatus(newPath);
List<Map<String, Object>> list = new ArrayList<>();
if (null != statusList && statusList.length > 0) {
for (FileStatus fileStatus : statusList) {
Map<String, Object> map = new HashMap<>();
map.put("filePath", fileStatus.getPath());
map.put("fileStatus", fileStatus.toString());
list.add(map);
}
return list;
} else {
return null;
}
}
/**
* HDFS创建文件
* @param path
* @param file
* @throws Exception
*/
public static void createFile(String path, MultipartFile file) throws Exception {
if (StringUtils.isEmpty(path) || null == file.getBytes()) {
return;
}
String fileName = file.getOriginalFilename();
FileSystem fs = getFileSystem();
// 上传时默认当前目录,后面自动拼接文件的目录
Path newPath = new Path(path + "/" + fileName);
// 打开一个输出流
FSDataOutputStream outputStream = fs.create(newPath);
outputStream.write(file.getBytes());
outputStream.close();
fs.close();
}
/**
* 读取HDFS文件内容
* @param path
* @return
* @throws Exception
*/
public static String readFile(String path) throws Exception {
if (StringUtils.isEmpty(path)) {
return null;
}
if (!existFile(path)) {
return null;
}
FileSystem fs = getFileSystem();
// 目标路径
Path srcPath = new Path(path);
FSDataInputStream inputStream = null;
try {
inputStream = fs.open(srcPath);
// 防止中文乱码
BufferedReader reader = new BufferedReader(new InputStreamReader(inputStream));
String lineTxt = "";
StringBuffer sb = new StringBuffer();
while ((lineTxt = reader.readLine()) != null) {
sb.append(lineTxt);
}
return sb.toString();
} finally {
inputStream.close();
fs.close();
}
}
/**
* 读取HDFS文件列表
* @param path
* @return
* @throws Exception
*/
public static List<Map<String, String>> listFile(String path) throws Exception {
if (StringUtils.isEmpty(path)) {
return null;
}
if (!existFile(path)) {
return null;
}
FileSystem fs = getFileSystem();
// 目标路径
Path srcPath = new Path(path);
// 递归找到所有文件
RemoteIterator<LocatedFileStatus> filesList = fs.listFiles(srcPath, true);
List<Map<String, String>> returnList = new ArrayList<>();
while (filesList.hasNext()) {
LocatedFileStatus next = filesList.next();
String fileName = next.getPath().getName();
Path filePath = next.getPath();
Map<String, String> map = new HashMap<>();
map.put("fileName", fileName);
map.put("filePath", filePath.toString());
returnList.add(map);
}
fs.close();
return returnList;
}
/**
* HDFS重命名文件
* @param oldName
* @param newName
* @return
* @throws Exception
*/
public static boolean renameFile(String oldName, String newName) throws Exception {
if (StringUtils.isEmpty(oldName) || StringUtils.isEmpty(newName)) {
return false;
}
FileSystem fs = getFileSystem();
// 原文件目标路径
Path oldPath = new Path(oldName);
// 重命名目标路径
Path newPath = new Path(newName);
boolean isOk = fs.rename(oldPath, newPath);
fs.close();
return isOk;
}
/**
* 删除HDFS文件
* @param path
* @return
* @throws Exception
*/
public static boolean deleteFile(String path) throws Exception {
if (StringUtils.isEmpty(path)) {
return false;
}
if (!existFile(path)) {
return false;
}
FileSystem fs = getFileSystem();
Path srcPath = new Path(path);
boolean isOk = fs.deleteOnExit(srcPath);
fs.close();
return isOk;
}
/**
* 上传HDFS文件
* @param path
* @param uploadPath
* @throws Exception
*/
public static void uploadFile(String path, String uploadPath) throws Exception {
if (StringUtils.isEmpty(path) || StringUtils.isEmpty(uploadPath)) {
return;
}
FileSystem fs = getFileSystem();
// 上传路径
Path clientPath = new Path(path);
// 目标路径
Path serverPath = new Path(uploadPath);
// 调用文件系统的文件复制方法,第一个参数是否删除原文件true为删除,默认为false
fs.copyFromLocalFile(false, clientPath, serverPath);
fs.close();
}
/**
* 下载HDFS文件
* @param path
* @param downloadPath
* @throws Exception
*/
public static void downloadFile(String path, String downloadPath) throws Exception {
if (StringUtils.isEmpty(path) || StringUtils.isEmpty(downloadPath)) {
return;
}
FileSystem fs = getFileSystem();
// 上传路径
Path clientPath = new Path(path);
// 目标路径
Path serverPath = new Path(downloadPath);
// 调用文件系统的文件复制方法,第一个参数是否删除原文件true为删除,默认为false
fs.copyToLocalFile(false, clientPath, serverPath);
fs.close();
}
/**
* HDFS文件复制
* @param sourcePath
* @param targetPath
* @throws Exception
*/
public static void copyFile(String sourcePath, String targetPath) throws Exception {
if (StringUtils.isEmpty(sourcePath) || StringUtils.isEmpty(targetPath)) {
return;
}
FileSystem fs = getFileSystem();
// 原始文件路径
Path oldPath = new Path(sourcePath);
// 目标路径
Path newPath = new Path(targetPath);
FSDataInputStream inputStream = null;
FSDataOutputStream outputStream = null;
try {
inputStream = fs.open(oldPath);
outputStream = fs.create(newPath);
IOUtils.copyBytes(inputStream, outputStream, bufferSize, false);
} finally {
inputStream.close();
outputStream.close();
fs.close();
}
}
/**
* 打开HDFS上的文件并返回byte数组
* @param path
* @return
* @throws Exception
*/
public static byte[] openFileToBytes(String path) throws Exception {
if (StringUtils.isEmpty(path)) {
return null;
}
if (!existFile(path)) {
return null;
}
FileSystem fs = getFileSystem();
// 目标路径
Path srcPath = new Path(path);
try {
FSDataInputStream inputStream = fs.open(srcPath);
return IOUtils.readFullyToByteArray(inputStream);
} finally {
fs.close();
}
}
/**
* 打开HDFS上的文件并返回java对象
* @param path
* @return
* @throws Exception
*/
public static <T extends Object> T openFileToObject(String path, Class<T> clazz) throws Exception {
if (StringUtils.isEmpty(path)) {
return null;
}
if (!existFile(path)) {
return null;
}
String jsonStr = readFile(path);
return JSONObject.parseObject(jsonStr,clazz);
}
/**
* 获取某个文件在HDFS的集群位置
* @param path
* @return
* @throws Exception
*/
public static BlockLocation[] getFileBlockLocations(String path) throws Exception {
if (StringUtils.isEmpty(path)) {
return null;
}
if (!existFile(path)) {
return null;
}
FileSystem fs = getFileSystem();
// 目标路径
Path srcPath = new Path(path);
FileStatus fileStatus = fs.getFileStatus(srcPath);
return fs.getFileBlockLocations(fileStatus, 0, fileStatus.getLen());
}
}
代码地址:???
……哎,开源路漫漫,Gitee现在仓库公开还要审核……下次改用GitHub吧,这次的代码上面都贴出来了,复制粘贴即可~
部分Postman测试截图: