实现对HDFS增删改查CRUD等操作
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实现对HDFS增删改查CRUD等操作
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1 查找
列出某個目錄下的文件名稱,hdfs命令如下所示:
hdfs dfs –ls/usr/app
java代碼片段:
public void list(String srcPath) {Configuration conf = new Configuration();LOG.info("[Defaultfs] :" +conf.get("fs.default.name")); // conf.set("hadoop.job.ugi","app,app"); //It is not necessary for the default user.FileSystem fs;try {fs= FileSystem.get(conf);RemoteIterator<LocatedFileStatus>rmIterator = fs.listLocatedStatus(new Path(srcPath));while (rmIterator.hasNext()) {Path path = rmIterator.next().getPath();if(fs.isDirectory(path)){LOG.info("-----------DirectoryName: "+path.getName());}else if(fs.isFile(path)){LOG.info("-----------FileName: "+path.getName());}}}catch (IOException e) {LOG.error("list fileSysetm object stream.:" , e);new RuntimeException(e);}}
輸出結果:
2014-03-11 22:38:15,329 INFO? (com.hdfs.client.SyncDFS:48) ------------File Name: README.txt
2014-03-11 22:38:15,331 INFO? (com.hdfs.client.SyncDFS:45) ------------Directory Name: blog_blogpost
2014-03-11 22:38:15,333 INFO? (com.hdfs.client.SyncDFS:45) ------------Directory Name: test
讀取文件中的內容,hdfs命令如下:
hdfs dfs –cat /input
java 代碼:
public void readFile(String file){Configurationconf = new Configuration();FileSystemfs;try {fs= FileSystem.get(conf);Pathpath = new Path(file);if(!fs.exists(path)){LOG.warn("file'"+ file+"' doesn't exist!");return ;}FSDataInputStreamin = fs.open(path);Stringfilename = file.substring(file.lastIndexOf('/') + 1, file.length());OutputStreamout = new BufferedOutputStream(new FileOutputStream(new File(filename)));byte[] b = new byte[1024];int numBytes = 0;while ((numBytes = in.read(b)) > 0) {out.write(b,0, numBytes);}in.close();out.close();fs.close();}catch (IOException e) {LOG.error("ifExists fs Exception caught! :" , e);new RuntimeException(e);}}
獲取文件的修改時間,java代碼:
/*** Gets the information about the file modifiedtime.* @param source* @throws IOException*/public void getModificationTime(String source) throws IOException{Configurationconf = new Configuration();FileSystemfs = FileSystem.get(conf);PathsrcPath = new Path(source);// Check if the file alreadyexistsif (!(fs.exists(srcPath))) {System.out.println("No such destination " + srcPath);return;}// Get the filename out of thefile pathStringfilename = source.substring(source.lastIndexOf('/') + 1, source.length());FileStatusfileStatus = fs.getFileStatus(srcPath);long modificationTime =fileStatus.getModificationTime();LOG.info("modified datetime: " + System.out.format("File %s; Modification time : %0.2f%n",filename,modificationTime));}
獲取文件塊定位信息,java代碼:
/*** Gets the file block location info* @param source* @throws IOException*/public void getBlockLocations(String source) throws IOException{Configurationconf = new Configuration();FileSystemfs = FileSystem.get(conf);PathsrcPath = new Path(source);// Check if the file alreadyexistsif (!(ifExists(source))) {System.out.println("No such destination " + srcPath);return;}// Get the filename out of thefile pathStringfilename = source.substring(source.lastIndexOf('/') + 1, source.length());FileStatusfileStatus = fs.getFileStatus(srcPath);BlockLocation[]blkLocations = fs.getFileBlockLocations(fileStatus, 0, fileStatus.getLen());int blkCount = blkLocations.length;System.out.println("File :" + filename + "stored at:");for (int i=0; i < blkCount; i++) {String[]hosts = blkLocations[i].getHosts();LOG.info("host ip:" +System.out.format("Host %d: %s %n", i, hosts));}}
獲取Hadoop集群中data node的DNS主機名,java代碼:
public void getHostnames () throwsIOException{Configurationconfig = new Configuration();FileSystemfs = FileSystem.get(config);DistributedFileSystemhdfs = (DistributedFileSystem) fs;DatanodeInfo[]dataNodeStats = hdfs.getDataNodeStats();String[]names = new String[dataNodeStats.length];for (int i = 0; i < dataNodeStats.length; i++) {names[i]= dataNodeStats[i].getHostName();LOG.info("datenode hostname:"+(dataNodeStats[i].getHostName()));}}
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2 創建
創建一個目錄,指定具體的文件路徑。hdfs命令如下:
hdfs dfs –mkdir/usr/app/tmp
java代碼:
? ? ? ?
public void mkdir(String dir){Configurationconf = new Configuration();FileSystemfs = null;try {fs= FileSystem.get(conf);Pathpath = new Path(dir);if(!fs.exists(path)){fs.mkdirs(path);LOG.debug("create directory '"+dir+"' successfully!");}else{LOG.debug("directory '"+dir+"' exits!");}}catch (IOException e) {LOG.error("FileSystem get configuration with anerror");e.printStackTrace();}finally{if(fs!= null){try {fs.close();}catch (IOException e) {LOG.error("close fs object stream. :" , e);new RuntimeException(e);}}}}
將本地文件上傳到hdfs上去,java代碼如下:
public void copyFromLocal (String source, String dest) {Configurationconf = new Configuration();FileSystemfs;try {fs= FileSystem.get(conf);PathsrcPath = new Path(source);PathdstPath = new Path(dest);// Check if the file alreadyexistsif (!(fs.exists(dstPath))) {LOG.warn("dstPathpath doesn't exist" );LOG.error("No such destination " + dstPath);return;}// Get the filename out of thefile pathStringfilename = source.substring(source.lastIndexOf('/') + 1, source.length());try{//if the file exists in thedestination path, it will throw exception. // fs.copyFromLocalFile(srcPath,dstPath);//remove and overwrite files withthe method//copyFromLocalFile(booleandelSrc, boolean overwrite, Path src, Path dst)fs.copyFromLocalFile(false, true, srcPath, dstPath);LOG.info("File " + filename + "copied to " + dest);}catch(Exception e){LOG.error("copyFromLocalFile exception caught!:" , e);new RuntimeException(e);}finally{fs.close();}}catch (IOException e1) {LOG.error("copyFromLocal IOException objectstream. :" ,e1);new RuntimeException(e1);}}
????????
添加一個文件到指定的目錄下,java代碼如下:
? ? ??
public void addFile(String source, String dest) {// Conf object will readthe HDFS configuration parametersConfigurationconf = new Configuration();FileSystemfs;try {fs= FileSystem.get(conf);// Get the filename out of thefile pathStringfilename = source.substring(source.lastIndexOf('/') + 1, source.length());// Create the destination pathincluding the filename.if (dest.charAt(dest.length() - 1) != '/') {dest= dest + "/" + filename;}else {dest= dest + filename;}// Check if the file alreadyexistsPathpath = new Path(dest);if (fs.exists(path)) {LOG.error("File " + dest + " already exists");return;}// Create a new file and writedata to it.FSDataOutputStreamout = fs.create(path);InputStreamin = new BufferedInputStream(new FileInputStream(new File(source)));byte[] b = new byte[1024];int numBytes = 0;//In this way read and write datato destination file.while ((numBytes = in.read(b)) > 0) {out.write(b,0, numBytes);}in.close();out.close();fs.close();}catch (IOException e) {LOG.error("addFile Exception caught! :" , e);new RuntimeException(e);}}
3 修改
重新命名hdfs中的文件名稱,java代碼如下:
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public void renameFile (String fromthis, String tothis){Configurationconf = new Configuration();FileSystemfs;try {fs= FileSystem.get(conf);PathfromPath = new Path(fromthis);PathtoPath = new Path(tothis);if (!(fs.exists(fromPath))) {LOG.info("No such destination " + fromPath);return;}if (fs.exists(toPath)) {LOG.info("Already exists! " + toPath);return;}try{boolean isRenamed = fs.rename(fromPath,toPath); //renames file name indeed.if(isRenamed){LOG.info("Renamed from " + fromthis + " to " + tothis);}}catch(Exception e){LOG.error("renameFile Exception caught! :" , e);new RuntimeException(e);}finally{fs.close();}}catch (IOException e1) {LOG.error("fs Exception caught! :" , e1);new RuntimeException(e1);}}
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4 刪除
在hdfs上,刪除指定的一個文件。Java代碼:
public void deleteFile(String file) {Configurationconf = new Configuration();FileSystemfs;try {fs= FileSystem.get(conf);Pathpath = new Path(file);if (!fs.exists(path)) {LOG.info("File " + file + " does not exists");return;}/** recursively delete the file(s) if it is adirectory.* If you want to mark the path that will bedeleted as* a result of closing the FileSystem.* deleteOnExit(Path f)*/fs.delete(new Path(file), true);fs.close();}catch (IOException e) {LOG.error("deleteFile Exception caught! :" , e);new RuntimeException(e);}}
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Appendix 完整代碼
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import java.io.BufferedInputStream; import java.io.BufferedOutputStream; import java.io.File; import java.io.FileInputStream; import java.io.FileOutputStream; import java.io.IOException; import java.io.InputStream; import java.io.OutputStream;import org.apache.commons.logging.Log; import org.apache.commons.logging.LogFactory; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.BlockLocation; import org.apache.hadoop.fs.FSDataInputStream; import org.apache.hadoop.fs.FSDataOutputStream; import org.apache.hadoop.fs.FileStatus; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.LocatedFileStatus; import org.apache.hadoop.fs.Path; import org.apache.hadoop.fs.RemoteIterator; importorg.apache.hadoop.hdfs.DistributedFileSystem; import org.apache.hadoop.hdfs.protocol.DatanodeInfo;public class SyncDFS {private static final Log LOG = LogFactory.getLog(SyncDFS.class);/*** Reads the directory name(s) and file name(s)from the specified parameter "srcPath"* @param srcPath*/public void list(String srcPath) {Configuration conf = new Configuration();LOG.info("[Defaultfs] :" +conf.get("fs.default.name")); // conf.set("hadoop.job.ugi","app,app"); //It is not necessary for the default user.FileSystem fs;try {fs= FileSystem.get(conf);RemoteIterator<LocatedFileStatus>rmIterator = fs.listLocatedStatus(new Path(srcPath));while (rmIterator.hasNext()) {Path path = rmIterator.next().getPath();if(fs.isDirectory(path)){LOG.info("-----------DirectoryName: "+path.getName());}else if(fs.isFile(path)){LOG.info("-----------FileName: "+path.getName());}}}catch (IOException e) {LOG.error("list fileSysetm object stream.:" , e);new RuntimeException(e);}}/*** Makes the specified directory if it doesn'texist.* @param dir*/public void mkdir(String dir){Configurationconf = new Configuration();FileSystemfs = null;try {fs= FileSystem.get(conf);Pathpath = new Path(dir);if(!fs.exists(path)){fs.mkdirs(path);LOG.debug("create directory '"+dir+"' successfully!");}else{LOG.debug("directory '"+dir+"' exits!");}}catch (IOException e) {LOG.error("FileSystem get configuration with anerror");e.printStackTrace();}finally{if(fs!= null){try {fs.close();}catch (IOException e) {LOG.error("close fs object stream. :" , e);new RuntimeException(e);}}}}/*** Reads the file content in console.* @param file*/public void readFile(String file){Configurationconf = new Configuration();FileSystemfs;try {fs= FileSystem.get(conf);Pathpath = new Path(file);if(!fs.exists(path)){LOG.warn("file'"+ file+"' doesn't exist!");return ;}FSDataInputStreamin = fs.open(path);Stringfilename = file.substring(file.lastIndexOf('/') + 1, file.length());OutputStreamout = new BufferedOutputStream(new FileOutputStream(new File(filename)));byte[] b = new byte[1024];int numBytes = 0;while ((numBytes = in.read(b)) > 0) {out.write(b,0, numBytes);}in.close();out.close();fs.close();}catch (IOException e) {LOG.error("ifExists fs Exception caught! :" , e);new RuntimeException(e);}}public boolean ifExists(String source){if(source == null || source.length() ==0){return false;}Configurationconf = new Configuration();FileSystemfs = null;try {fs= FileSystem.get(conf);LOG.debug("judge file '"+source + "'");return fs.exists(new Path(source));}catch (IOException e) {LOG.error("ifExists fs Exception caught! :" , e);new RuntimeException(e);return false;}finally{if(fs != null){try {fs.close();}catch (IOException e) {LOG.error("fs.close Exception caught! :" , e);new RuntimeException(e);}}}}/*** Recursively copies the source pathdirectories or files to the destination path of DFS.* It is the same functionality as thefollowing comand:* hadoopfs -copyFromLocal <local fs><hadoop fs>* @param source* @param dest*/public void copyFromLocal (String source, String dest) {Configurationconf = new Configuration();FileSystemfs;try {fs= FileSystem.get(conf);PathsrcPath = new Path(source);PathdstPath = new Path(dest);// Check if the file alreadyexistsif (!(fs.exists(dstPath))) {LOG.warn("dstPathpath doesn't exist" );LOG.error("No such destination " + dstPath);return;}// Get the filename out of thefile pathStringfilename = source.substring(source.lastIndexOf('/') + 1, source.length());try{//if the file exists in thedestination path, it will throw exception. // fs.copyFromLocalFile(srcPath,dstPath);//remove and overwrite files withthe method//copyFromLocalFile(booleandelSrc, boolean overwrite, Path src, Path dst)fs.copyFromLocalFile(false, true, srcPath, dstPath);LOG.info("File " + filename + "copied to " + dest);}catch(Exception e){LOG.error("copyFromLocalFile exception caught!:" , e);new RuntimeException(e);}finally{fs.close();}}catch (IOException e1) {LOG.error("copyFromLocal IOException objectstream. :" ,e1);new RuntimeException(e1);}}public void renameFile (String fromthis, String tothis){Configurationconf = new Configuration();FileSystemfs;try {fs= FileSystem.get(conf);PathfromPath = new Path(fromthis);PathtoPath = new Path(tothis);if (!(fs.exists(fromPath))) {LOG.info("No such destination " + fromPath);return;}if (fs.exists(toPath)) {LOG.info("Already exists! " + toPath);return;}try{boolean isRenamed = fs.rename(fromPath,toPath); //renames file name indeed.if(isRenamed){LOG.info("Renamed from " + fromthis + " to " + tothis);}}catch(Exception e){LOG.error("renameFile Exception caught! :" , e);new RuntimeException(e);}finally{fs.close();}}catch (IOException e1) {LOG.error("fs Exception caught! :" , e1);new RuntimeException(e1);}}/*** Uploads or adds a file to HDFS* @param source* @param dest*/public void addFile(String source, String dest) {// Conf object will readthe HDFS configuration parametersConfigurationconf = new Configuration();FileSystemfs;try {fs= FileSystem.get(conf);// Get the filename out of thefile pathStringfilename = source.substring(source.lastIndexOf('/') + 1, source.length());// Create the destination pathincluding the filename.if (dest.charAt(dest.length() - 1) != '/') {dest= dest + "/" + filename;}else {dest= dest + filename;}// Check if the file alreadyexistsPathpath = new Path(dest);if (fs.exists(path)) {LOG.error("File " + dest + " already exists");return;}// Create a new file and writedata to it.FSDataOutputStreamout = fs.create(path);InputStreamin = new BufferedInputStream(new FileInputStream(new File(source)));byte[] b = new byte[1024];int numBytes = 0;//In this way read and write datato destination file.while ((numBytes = in.read(b)) > 0) {out.write(b,0, numBytes);}in.close();out.close();fs.close();}catch (IOException e) {LOG.error("addFile Exception caught! :" , e);new RuntimeException(e);}}/***Deletes the files if it is a directory.* @param file*/public void deleteFile(String file) {Configurationconf = new Configuration();FileSystemfs;try {fs= FileSystem.get(conf);Pathpath = new Path(file);if (!fs.exists(path)) {LOG.info("File " + file + " does not exists");return;}/** recursively delete the file(s) if it is adirectory.* If you want to mark the path that will bedeleted as* a result of closing the FileSystem.* deleteOnExit(Path f)*/fs.delete(new Path(file), true);fs.close();}catch (IOException e) {LOG.error("deleteFile Exception caught! :" , e);new RuntimeException(e);}}/*** Gets the information about the file modifiedtime.* @param source* @throws IOException*/public void getModificationTime(String source) throws IOException{Configurationconf = new Configuration();FileSystemfs = FileSystem.get(conf);PathsrcPath = new Path(source);// Check if the file alreadyexistsif (!(fs.exists(srcPath))) {System.out.println("No such destination " + srcPath);return;}// Get the filename out of thefile pathStringfilename = source.substring(source.lastIndexOf('/') + 1, source.length());FileStatusfileStatus = fs.getFileStatus(srcPath);long modificationTime =fileStatus.getModificationTime();LOG.info("modified datetime: " + System.out.format("File %s; Modification time : %0.2f%n",filename,modificationTime));}/*** Gets the file block location info* @param source* @throws IOException*/public void getBlockLocations(String source) throws IOException{Configurationconf = new Configuration();FileSystemfs = FileSystem.get(conf);PathsrcPath = new Path(source);// Check if the file alreadyexistsif (!(ifExists(source))) {System.out.println("No such destination " + srcPath);return;}// Get the filename out of thefile pathStringfilename = source.substring(source.lastIndexOf('/') + 1, source.length());FileStatusfileStatus = fs.getFileStatus(srcPath);BlockLocation[]blkLocations = fs.getFileBlockLocations(fileStatus, 0, fileStatus.getLen());int blkCount = blkLocations.length;System.out.println("File :" + filename + "stored at:");for (int i=0; i < blkCount; i++) {String[]hosts = blkLocations[i].getHosts();LOG.info("host ip:" +System.out.format("Host %d: %s %n", i, hosts));}}public void getHostnames () throws IOException{Configurationconfig = new Configuration();FileSystemfs = FileSystem.get(config);DistributedFileSystemhdfs = (DistributedFileSystem) fs;DatanodeInfo[]dataNodeStats = hdfs.getDataNodeStats();String[]names = new String[dataNodeStats.length];for (int i = 0; i < dataNodeStats.length; i++) {names[i]= dataNodeStats[i].getHostName();LOG.info("datenode hostname:"+(dataNodeStats[i].getHostName()));}}/*** @param args*/public static void main(String[] args) {SyncDFSdfs = new SyncDFS();dfs.list("/user/app");dfs.mkdir("/user/app");// dfs.readFile("/user/app/README.txt");LOG.info("--------------" +dfs.ifExists("/user/warehouse/hbase.db/u_data/u.data")); //falseLOG.info("--------------" + dfs.ifExists("/user/app/README.txt")); //true//copied the local file(s) to thedfs. // dfs.copyFromLocal("/opt/test","/user/app");//delete the file(s) from the dfs // dfs.deleteFile("/user/app/test");//rename diretory in dfs // dfs.renameFile("/user/app/test","/user/app/log");//rename file in dfs // dfs.renameFile("/user/app/log/derby.log","/user/app/log/derby_info.log");}}
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