首页 > 代码库 > FileSystem实例化过程

FileSystem实例化过程

HDFS案例代码

Configuration configuration = new Configuration();FileSystem fileSystem = FileSystem.get(new URI("hdfs://hadoop000:8020"), configuration);    InputStream in = fileSystem.open(new Path(HDFS_PATH+"/hdfsapi/test/log4j.properties"));OutputStream out = new FileOutputStream(new File("log4j_download.properties"));IOUtils.copyBytes(in, out, 4096, true); //最后一个参数表示完成拷贝之后关闭输入/出流

 

FileSystem.java

static final Cache CACHE = new Cache();public static FileSystem get(URI uri, Configuration conf) throws IOException {    String scheme = uri.getScheme();   //hdfs    String authority = uri.getAuthority();  //hadoop000:8020    return CACHE.get(uri, conf);}FileSystem get(URI uri, Configuration conf) throws IOException{    Key key = new Key(uri, conf);    return getInternal(uri, conf, key);}private FileSystem getInternal(URI uri, Configuration conf, Key key) throws IOException{    FileSystem fs;    synchronized (this) {        fs = map.get(key);    }        //根据URI取得一个FileSystem实例,如果允许缓存,会中从缓存中取出,否则将调用createFileSystem创建一个新实例    if (fs != null) {         return fs;    }        fs = createFileSystem(uri, conf);    synchronized (this) {         FileSystem oldfs = map.get(key);        ... //放入到CACHE中秋        return fs;    }}private static FileSystem createFileSystem(URI uri, Configuration conf) throws IOException {    Class<?> clazz = getFileSystemClass(uri.getScheme(), conf); // 返回的是:org.apache.hadoop.hdfs.DistributedFileSystem    FileSystem fs = (FileSystem)ReflectionUtils.newInstance(clazz, conf);    fs.initialize(uri, conf); //初始化DistributedFileSystem    return fs;}public static Class<? extends FileSystem> getFileSystemClass(String scheme,Configuration conf) throws IOException {    if (!FILE_SYSTEMS_LOADED) { //文件系统是否被加载过,刚开始时为false        loadFileSystems();    }    Class<? extends FileSystem> clazz = null;    if (conf != null) {        clazz = (Class<? extends FileSystem>) conf.getClass("fs." + scheme + ".impl", null); //fs.hdfs.impl ,此时我们并没有在core-default.xml和core-site.xml中配置该属性    }    if (clazz == null) {        clazz = SERVICE_FILE_SYSTEMS.get(scheme); //class org.apache.hadoop.hdfs.DistributedFileSystem    }    if (clazz == null) {        throw new IOException("No FileSystem for scheme: " + scheme);    }    return clazz;}private static void loadFileSystems() {    synchronized (FileSystem.class) {        if (!FILE_SYSTEMS_LOADED) {            ServiceLoader<FileSystem> serviceLoader = ServiceLoader.load(FileSystem.class);            for (FileSystem fs : serviceLoader) {                SERVICE_FILE_SYSTEMS.put(fs.getScheme(), fs.getClass());            }            FILE_SYSTEMS_LOADED = true; //标识为已经从系统中加载过        }    }}

loadFileSystems后SERVICE_FILE_SYSTEMS存在如下值:

file=class org.apache.hadoop.fs.LocalFileSystem, ftp=class org.apache.hadoop.fs.ftp.FTPFileSystem, hdfs=class org.apache.hadoop.hdfs.DistributedFileSystem, hftp=class org.apache.hadoop.hdfs.web.HftpFileSystem, webhdfs=class org.apache.hadoop.hdfs.web.WebHdfsFileSystem, s3n=class org.apache.hadoop.fs.s3native.NativeS3FileSystem, viewfs=class org.apache.hadoop.fs.viewfs.ViewFileSystem, swebhdfs=class org.apache.hadoop.hdfs.web.SWebHdfsFileSystem, har=class org.apache.hadoop.fs.HarFileSystem, s3=class org.apache.hadoop.fs.s3.S3FileSystem, hsftp=class org.apache.hadoop.hdfs.web.HsftpFileSystem

 

DistributedFileSystem.java

DFSClient dfs; //重点属性:客户端与服务端交互操作需要先拿到DFSClient@Overridepublic void initialize(URI uri, Configuration conf) throws IOException {    super.initialize(uri, conf);    setConf(conf);    String host = uri.getHost();  //hadoop000    this.dfs = new DFSClient(uri, conf, statistics);    this.uri = URI.create(uri.getScheme()+"://"+uri.getAuthority());    this.workingDir = getHomeDirectory();}

 

DFSClient.java

final ClientProtocol namenode; //重点属性:客户端与NameNode通信的PRC接口public DFSClient(URI nameNodeUri, ClientProtocol rpcNamenode, Configuration conf, FileSystem.Statistics stats)throws IOException {        NameNodeProxies.ProxyAndInfo<ClientProtocol> proxyInfo = NameNodeProxies.createProxy(conf, nameNodeUri,ClientProtocol.class);    this.dtService = proxyInfo.getDelegationTokenService();    this.namenode = proxyInfo.getProxy(); //org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolTranslatorPB}

 

NameNodeProxies.java

public static <T> ProxyAndInfo<T> createProxy(Configuration conf, URI nameNodeUri, Class<T> xface) throws IOException {    Class<FailoverProxyProvider<T>> failoverProxyProviderClass = getFailoverProxyProviderClass(conf, nameNodeUri, xface);    return createNonHAProxy(conf, NameNode.getAddress(nameNodeUri), xface,UserGroupInformation.getCurrentUser(), true);}public static <T> ProxyAndInfo<T> createNonHAProxy(Configuration conf, InetSocketAddress nnAddr, Class<T> xface,    UserGroupInformation ugi, boolean withRetries) throws IOException {    Text dtService = SecurityUtil.buildTokenService(nnAddr);    T proxy;    if (xface == ClientProtocol.class) {      proxy = (T) createNNProxyWithClientProtocol(nnAddr, conf, ugi,withRetries);    } ...    return new ProxyAndInfo<T>(proxy, dtService);}private static ClientProtocol createNNProxyWithClientProtocol(    InetSocketAddress address, Configuration conf, UserGroupInformation ugi,boolean withRetries) throws IOException {     //Client与NameNode的RPC交互接口    final long version = RPC.getProtocolVersion(ClientNamenodeProtocolPB.class);    ClientNamenodeProtocolPB proxy = RPC.getProtocolProxy(        ClientNamenodeProtocolPB.class, version, address, ugi, conf,        NetUtils.getDefaultSocketFactory(conf),        org.apache.hadoop.ipc.Client.getTimeout(conf), defaultPolicy)            .getProxy();    if (withRetries) {         //使用jdk的动态代理创建实例        proxy = (ClientNamenodeProtocolPB) RetryProxy.create(          ClientNamenodeProtocolPB.class,new DefaultFailoverProxyProvider<ClientNamenodeProtocolPB>(              ClientNamenodeProtocolPB.class, proxy),methodNameToPolicyMap,defaultPolicy);    }    return new ClientNamenodeProtocolTranslatorPB(proxy);}

 

RetryProxy.java

public static <T> Object create(Class<T> iface,FailoverProxyProvider<T> proxyProvider, RetryPolicy retryPolicy) {    return Proxy.newProxyInstance(        proxyProvider.getInterface().getClassLoader(),        new Class<?>[] { iface },        new RetryInvocationHandler<T>(proxyProvider, retryPolicy)    );}

 

 获取FileSystem实例源码分析总结:

1、FileSystem.get通过反射实例化了一个DistributedFileSystem;

2、DistributedFileSystem中new DFSCilent()把他作为自己的成员变量;

3、在DFSClient构造方法里面,调用了createProxy使用RPC机制得到了一个NameNode的代理对象,就可以和NameNode进行通信;

4、整个流程:FileSystem.get()--> DistributedFileSystem.initialize() --> DFSClient(RPC.getProtocolProxy()) --> NameNode的代理。

 

FileSystem实例化过程