hadoop2.6.4【windows7】构建maven项目 系列2

准备windows版本的hadoop2.6.4

下载windows版本的hadoop2.6.4解压在本地

新建maven项目构建hadoop依赖

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>

    <groupId>com.tangxin.hadoop.learn</groupId>
    <artifactId>hadoop-learn</artifactId>
    <version>1.0-SNAPSHOT</version>

    <properties>
        <hadoop.version>2.6.4</hadoop.version>
    </properties>

    <dependencies>
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-common</artifactId>
            <version>${hadoop.version}</version>
        </dependency>
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-hdfs</artifactId>
            <version>${hadoop.version}</version>
        </dependency>
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-client</artifactId>
            <version>${hadoop.version}</version>
        </dependency>
    </dependencies>

    <build>
        <plugins>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-jar-plugin</artifactId>
                <configuration>
                    <archive>
                        <manifest>
                            <mainClass>org.conan.myhadoop.hdfs.WordCountMapReduce</mainClass>
                            <addClasspath>true</addClasspath>
                            <classpathPrefix>lib/</classpathPrefix>
                        </manifest>
                    </archive>
                    <classesDirectory>
                    </classesDirectory>
                </configuration>
            </plugin>
        </plugins>
    </build>

</project>

重写hadoop的NativeIO.java类

/**
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
package org.apache.hadoop.io.nativeio;

import java.io.File;
import java.io.FileDescriptor;
import java.io.FileInputStream;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.RandomAccessFile;
import java.lang.reflect.Field;
import java.nio.ByteBuffer;
import java.nio.MappedByteBuffer;
import java.nio.channels.FileChannel;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;

import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.CommonConfigurationKeys;
import org.apache.hadoop.fs.HardLink;
import org.apache.hadoop.io.IOUtils;
import org.apache.hadoop.io.SecureIOUtils.AlreadyExistsException;
import org.apache.hadoop.util.NativeCodeLoader;
import org.apache.hadoop.util.Shell;
import org.apache.hadoop.util.PerformanceAdvisory;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;

import sun.misc.Unsafe;

import com.google.common.annotations.VisibleForTesting;

/**
 * JNI wrappers for various native IO-related calls not available in Java.
 * These functions should generally be used alongside a fallback to another
 * more portable mechanism.
 */
@InterfaceAudience.Private
@InterfaceStability.Unstable
public class NativeIO {
    public static class POSIX {
        // Flags for open() call from bits/fcntl.h
        public static final int O_RDONLY   =    00;
        public static final int O_WRONLY   =    01;
        public static final int O_RDWR     =    02;
        public static final int O_CREAT    =  0100;
        public static final int O_EXCL     =  0200;
        public static final int O_NOCTTY   =  0400;
        public static final int O_TRUNC    = 01000;
        public static final int O_APPEND   = 02000;
        public static final int O_NONBLOCK = 04000;
        public static final int O_SYNC   =  010000;
        public static final int O_ASYNC  =  020000;
        public static final int O_FSYNC = O_SYNC;
        public static final int O_NDELAY = O_NONBLOCK;

        // Flags for posix_fadvise() from bits/fcntl.h
    /* No further special treatment.  */
        public static final int POSIX_FADV_NORMAL = 0;
        /* Expect random page references.  */
        public static final int POSIX_FADV_RANDOM = 1;
        /* Expect sequential page references.  */
        public static final int POSIX_FADV_SEQUENTIAL = 2;
        /* Will need these pages.  */
        public static final int POSIX_FADV_WILLNEED = 3;
        /* Don't need these pages.  */
        public static final int POSIX_FADV_DONTNEED = 4;
        /* Data will be accessed once.  */
        public static final int POSIX_FADV_NOREUSE = 5;

        /* Wait upon writeout of all pages
           in the range before performing the
           write.  */
        public static final int SYNC_FILE_RANGE_WAIT_BEFORE = 1;
        /* Initiate writeout of all those
           dirty pages in the range which are
           not presently under writeback.  */
        public static final int SYNC_FILE_RANGE_WRITE = 2;

        /* Wait upon writeout of all pages in
           the range after performing the
           write.  */
        public static final int SYNC_FILE_RANGE_WAIT_AFTER = 4;

        private static final Log LOG = LogFactory.getLog(NativeIO.class);

        private static boolean nativeLoaded = false;
        private static boolean fadvisePossible = true;
        private static boolean syncFileRangePossible = true;

        static final String WORKAROUND_NON_THREADSAFE_CALLS_KEY =
                "hadoop.workaround.non.threadsafe.getpwuid";
        static final boolean WORKAROUND_NON_THREADSAFE_CALLS_DEFAULT = true;

        private static long cacheTimeout = -1;

        private static CacheManipulator cacheManipulator = new CacheManipulator();

        public static CacheManipulator getCacheManipulator() {
            return cacheManipulator;
        }

        public static void setCacheManipulator(CacheManipulator cacheManipulator) {
            POSIX.cacheManipulator = cacheManipulator;
        }

        /**
         * Used to manipulate the operating system cache.
         */
        @VisibleForTesting
        public static class CacheManipulator {
            public void mlock(String identifier, ByteBuffer buffer,
                              long len) throws IOException {
                POSIX.mlock(buffer, len);
            }

            public long getMemlockLimit() {
                return NativeIO.getMemlockLimit();
            }

            public long getOperatingSystemPageSize() {
                return NativeIO.getOperatingSystemPageSize();
            }

            public void posixFadviseIfPossible(String identifier,
                                               FileDescriptor fd, long offset, long len, int flags)
                    throws NativeIOException {
                NativeIO.POSIX.posixFadviseIfPossible(identifier, fd, offset,
                        len, flags);
            }

            public boolean verifyCanMlock() {
                return NativeIO.isAvailable();
            }
        }

        /**
         * A CacheManipulator used for testing which does not actually call mlock.
         * This allows many tests to be run even when the operating system does not
         * allow mlock, or only allows limited mlocking.
         */
        @VisibleForTesting
        public static class NoMlockCacheManipulator extends CacheManipulator {
            public void mlock(String identifier, ByteBuffer buffer,
                              long len) throws IOException {
                LOG.info("mlocking " + identifier);
            }

            public long getMemlockLimit() {
                return 1125899906842624L;
            }

            public long getOperatingSystemPageSize() {
                return 4096;
            }

            public boolean verifyCanMlock() {
                return true;
            }
        }

        static {
            if (NativeCodeLoader.isNativeCodeLoaded()) {
                try {
                    Configuration conf = new Configuration();
                    workaroundNonThreadSafePasswdCalls = conf.getBoolean(
                            WORKAROUND_NON_THREADSAFE_CALLS_KEY,
                            WORKAROUND_NON_THREADSAFE_CALLS_DEFAULT);

                    initNative();
                    nativeLoaded = true;

                    cacheTimeout = conf.getLong(
                            CommonConfigurationKeys.HADOOP_SECURITY_UID_NAME_CACHE_TIMEOUT_KEY,
                            CommonConfigurationKeys.HADOOP_SECURITY_UID_NAME_CACHE_TIMEOUT_DEFAULT) *
                            1000;
                    LOG.debug("Initialized cache for IDs to User/Group mapping with a " +
                            " cache timeout of " + cacheTimeout/1000 + " seconds.");

                } catch (Throwable t) {
                    // This can happen if the user has an older version of libhadoop.so
                    // installed - in this case we can continue without native IO
                    // after warning
                    PerformanceAdvisory.LOG.debug("Unable to initialize NativeIO libraries", t);
                }
            }
        }

        /**
         * Return true if the JNI-based native IO extensions are available.
         */
        public static boolean isAvailable() {
            return NativeCodeLoader.isNativeCodeLoaded() && nativeLoaded;
        }

        private static void assertCodeLoaded() throws IOException {
            if (!isAvailable()) {
                throw new IOException("NativeIO was not loaded");
            }
        }

        /** Wrapper around open(2) */
        public static native FileDescriptor open(String path, int flags, int mode) throws IOException;
        /** Wrapper around fstat(2) */
        private static native Stat fstat(FileDescriptor fd) throws IOException;

        /** Native chmod implementation. On UNIX, it is a wrapper around chmod(2) */
        private static native void chmodImpl(String path, int mode) throws IOException;

        public static void chmod(String path, int mode) throws IOException {
            if (!Shell.WINDOWS) {
                chmodImpl(path, mode);
            } else {
                try {
                    chmodImpl(path, mode);
                } catch (NativeIOException nioe) {
                    if (nioe.getErrorCode() == 3) {
                        throw new NativeIOException("No such file or directory",
                                Errno.ENOENT);
                    } else {
                        LOG.warn(String.format("NativeIO.chmod error (%d): %s",
                                nioe.getErrorCode(), nioe.getMessage()));
                        throw new NativeIOException("Unknown error", Errno.UNKNOWN);
                    }
                }
            }
        }

        /** Wrapper around posix_fadvise(2) */
        static native void posix_fadvise(
                FileDescriptor fd, long offset, long len, int flags) throws NativeIOException;

        /** Wrapper around sync_file_range(2) */
        static native void sync_file_range(
                FileDescriptor fd, long offset, long nbytes, int flags) throws NativeIOException;

        /**
         * Call posix_fadvise on the given file descriptor. See the manpage
         * for this syscall for more information. On systems where this
         * call is not available, does nothing.
         *
         * @throws NativeIOException if there is an error with the syscall
         */
        static void posixFadviseIfPossible(String identifier,
                                           FileDescriptor fd, long offset, long len, int flags)
                throws NativeIOException {
            if (nativeLoaded && fadvisePossible) {
                try {
                    posix_fadvise(fd, offset, len, flags);
                } catch (UnsupportedOperationException uoe) {
                    fadvisePossible = false;
                } catch (UnsatisfiedLinkError ule) {
                    fadvisePossible = false;
                }
            }
        }

        /**
         * Call sync_file_range on the given file descriptor. See the manpage
         * for this syscall for more information. On systems where this
         * call is not available, does nothing.
         *
         * @throws NativeIOException if there is an error with the syscall
         */
        public static void syncFileRangeIfPossible(
                FileDescriptor fd, long offset, long nbytes, int flags)
                throws NativeIOException {
            if (nativeLoaded && syncFileRangePossible) {
                try {
                    sync_file_range(fd, offset, nbytes, flags);
                } catch (UnsupportedOperationException uoe) {
                    syncFileRangePossible = false;
                } catch (UnsatisfiedLinkError ule) {
                    syncFileRangePossible = false;
                }
            }
        }

        static native void mlock_native(
                ByteBuffer buffer, long len) throws NativeIOException;

        /**
         * Locks the provided direct ByteBuffer into memory, preventing it from
         * swapping out. After a buffer is locked, future accesses will not incur
         * a page fault.
         *
         * See the mlock(2) man page for more information.
         *
         * @throws NativeIOException
         */
        static void mlock(ByteBuffer buffer, long len)
                throws IOException {
            assertCodeLoaded();
            if (!buffer.isDirect()) {
                throw new IOException("Cannot mlock a non-direct ByteBuffer");
            }
            mlock_native(buffer, len);
        }

        /**
         * Unmaps the block from memory. See munmap(2).
         *
         * There isn't any portable way to unmap a memory region in Java.
         * So we use the sun.nio method here.
         * Note that unmapping a memory region could cause crashes if code
         * continues to reference the unmapped code.  However, if we don't
         * manually unmap the memory, we are dependent on the finalizer to
         * do it, and we have no idea when the finalizer will run.
         *
         * @param buffer    The buffer to unmap.
         */
        public static void munmap(MappedByteBuffer buffer) {
            if (buffer instanceof sun.nio.ch.DirectBuffer) {
                sun.misc.Cleaner cleaner =
                        ((sun.nio.ch.DirectBuffer)buffer).cleaner();
                cleaner.clean();
            }
        }

        /** Linux only methods used for getOwner() implementation */
        private static native long getUIDforFDOwnerforOwner(FileDescriptor fd) throws IOException;
        private static native String getUserName(long uid) throws IOException;

        /**
         * Result type of the fstat call
         */
        public static class Stat {
            private int ownerId, groupId;
            private String owner, group;
            private int mode;

            // Mode constants
            public static final int S_IFMT = 0170000;      /* type of file */
            public static final int   S_IFIFO  = 0010000;  /* named pipe (fifo) */
            public static final int   S_IFCHR  = 0020000;  /* character special */
            public static final int   S_IFDIR  = 0040000;  /* directory */
            public static final int   S_IFBLK  = 0060000;  /* block special */
            public static final int   S_IFREG  = 0100000;  /* regular */
            public static final int   S_IFLNK  = 0120000;  /* symbolic link */
            public static final int   S_IFSOCK = 0140000;  /* socket */
            public static final int   S_IFWHT  = 0160000;  /* whiteout */
            public static final int S_ISUID = 0004000;  /* set user id on execution */
            public static final int S_ISGID = 0002000;  /* set group id on execution */
            public static final int S_ISVTX = 0001000;  /* save swapped text even after use */
            public static final int S_IRUSR = 0000400;  /* read permission, owner */
            public static final int S_IWUSR = 0000200;  /* write permission, owner */
            public static final int S_IXUSR = 0000100;  /* execute/search permission, owner */

            Stat(int ownerId, int groupId, int mode) {
                this.ownerId = ownerId;
                this.groupId = groupId;
                this.mode = mode;
            }

            Stat(String owner, String group, int mode) {
                if (!Shell.WINDOWS) {
                    this.owner = owner;
                } else {
                    this.owner = stripDomain(owner);
                }
                if (!Shell.WINDOWS) {
                    this.group = group;
                } else {
                    this.group = stripDomain(group);
                }
                this.mode = mode;
            }

            @Override
            public String toString() {
                return "Stat(owner='" + owner + "', group='" + group + "'" +
                        ", mode=" + mode + ")";
            }

            public String getOwner() {
                return owner;
            }
            public String getGroup() {
                return group;
            }
            public int getMode() {
                return mode;
            }
        }

        /**
         * Returns the file stat for a file descriptor.
         *
         * @param fd file descriptor.
         * @return the file descriptor file stat.
         * @throws IOException thrown if there was an IO error while obtaining the file stat.
         */
        public static Stat getFstat(FileDescriptor fd) throws IOException {
            Stat stat = null;
            if (!Shell.WINDOWS) {
                stat = fstat(fd);
                stat.owner = getName(IdCache.USER, stat.ownerId);
                stat.group = getName(IdCache.GROUP, stat.groupId);
            } else {
                try {
                    stat = fstat(fd);
                } catch (NativeIOException nioe) {
                    if (nioe.getErrorCode() == 6) {
                        throw new NativeIOException("The handle is invalid.",
                                Errno.EBADF);
                    } else {
                        LOG.warn(String.format("NativeIO.getFstat error (%d): %s",
                                nioe.getErrorCode(), nioe.getMessage()));
                        throw new NativeIOException("Unknown error", Errno.UNKNOWN);
                    }
                }
            }
            return stat;
        }

        private static String getName(IdCache domain, int id) throws IOException {
            Map<Integer, CachedName> idNameCache = (domain == IdCache.USER)
                    ? USER_ID_NAME_CACHE : GROUP_ID_NAME_CACHE;
            String name;
            CachedName cachedName = idNameCache.get(id);
            long now = System.currentTimeMillis();
            if (cachedName != null && (cachedName.timestamp + cacheTimeout) > now) {
                name = cachedName.name;
            } else {
                name = (domain == IdCache.USER) ? getUserName(id) : getGroupName(id);
                if (LOG.isDebugEnabled()) {
                    String type = (domain == IdCache.USER) ? "UserName" : "GroupName";
                    LOG.debug("Got " + type + " " + name + " for ID " + id +
                            " from the native implementation");
                }
                cachedName = new CachedName(name, now);
                idNameCache.put(id, cachedName);
            }
            return name;
        }

        static native String getUserName(int uid) throws IOException;
        static native String getGroupName(int uid) throws IOException;

        private static class CachedName {
            final long timestamp;
            final String name;

            public CachedName(String name, long timestamp) {
                this.name = name;
                this.timestamp = timestamp;
            }
        }

        private static final Map<Integer, CachedName> USER_ID_NAME_CACHE =
                new ConcurrentHashMap<Integer, CachedName>();

        private static final Map<Integer, CachedName> GROUP_ID_NAME_CACHE =
                new ConcurrentHashMap<Integer, CachedName>();

        private enum IdCache { USER, GROUP }

        public final static int MMAP_PROT_READ = 0x1;
        public final static int MMAP_PROT_WRITE = 0x2;
        public final static int MMAP_PROT_EXEC = 0x4;

        public static native long mmap(FileDescriptor fd, int prot,
                                       boolean shared, long length) throws IOException;

        public static native void munmap(long addr, long length)
                throws IOException;
    }

    private static boolean workaroundNonThreadSafePasswdCalls = false;

    public static class Windows {
        // Flags for CreateFile() call on Windows
        public static final long GENERIC_READ = 0x80000000L;
        public static final long GENERIC_WRITE = 0x40000000L;

        public static final long FILE_SHARE_READ = 0x00000001L;
        public static final long FILE_SHARE_WRITE = 0x00000002L;
        public static final long FILE_SHARE_DELETE = 0x00000004L;

        public static final long CREATE_NEW = 1;
        public static final long CREATE_ALWAYS = 2;
        public static final long OPEN_EXISTING = 3;
        public static final long OPEN_ALWAYS = 4;
        public static final long TRUNCATE_EXISTING = 5;

        public static final long FILE_BEGIN = 0;
        public static final long FILE_CURRENT = 1;
        public static final long FILE_END = 2;

        public static final long FILE_ATTRIBUTE_NORMAL = 0x00000080L;

        /** Wrapper around CreateFile() on Windows */
        public static native FileDescriptor createFile(String path,
                                                       long desiredAccess, long shareMode, long creationDisposition)
                throws IOException;

        /** Wrapper around SetFilePointer() on Windows */
        public static native long setFilePointer(FileDescriptor fd,
                                                 long distanceToMove, long moveMethod) throws IOException;

        /** Windows only methods used for getOwner() implementation */
        private static native String getOwner(FileDescriptor fd) throws IOException;

        /** Supported list of Windows access right flags */
        public static enum AccessRight {
            ACCESS_READ (0x0001),      // FILE_READ_DATA
            ACCESS_WRITE (0x0002),     // FILE_WRITE_DATA
            ACCESS_EXECUTE (0x0020);   // FILE_EXECUTE

            private final int accessRight;
            AccessRight(int access) {
                accessRight = access;
            }

            public int accessRight() {
                return accessRight;
            }
        };

        /** Windows only method used to check if the current process has requested
         *  access rights on the given path. */
        private static native boolean access0(String path, int requestedAccess);

        /**
         * Checks whether the current process has desired access rights on
         * the given path.
         *
         * Longer term this native function can be substituted with JDK7
         * function Files#isReadable, isWritable, isExecutable.
         *
         * @param path input path
         * @param desiredAccess ACCESS_READ, ACCESS_WRITE or ACCESS_EXECUTE
         * @return true if access is allowed
         * @throws IOException I/O exception on error
         */
        public static boolean access(String path, AccessRight desiredAccess)
                throws IOException {
            return true;
            //return access0(path, desiredAccess.accessRight());
        }

        /**
         * Extends both the minimum and maximum working set size of the current
         * process.  This method gets the current minimum and maximum working set
         * size, adds the requested amount to each and then sets the minimum and
         * maximum working set size to the new values.  Controlling the working set
         * size of the process also controls the amount of memory it can lock.
         *
         * @param delta amount to increment minimum and maximum working set size
         * @throws IOException for any error
         * @see POSIX#mlock(ByteBuffer, long)
         */
        public static native void extendWorkingSetSize(long delta) throws IOException;

        static {
            if (NativeCodeLoader.isNativeCodeLoaded()) {
                try {
                    initNative();
                    nativeLoaded = true;
                } catch (Throwable t) {
                    // This can happen if the user has an older version of libhadoop.so
                    // installed - in this case we can continue without native IO
                    // after warning
                    PerformanceAdvisory.LOG.debug("Unable to initialize NativeIO libraries", t);
                }
            }
        }
    }

    private static final Log LOG = LogFactory.getLog(NativeIO.class);

    private static boolean nativeLoaded = false;

    static {
        if (NativeCodeLoader.isNativeCodeLoaded()) {
            try {
                initNative();
                nativeLoaded = true;
            } catch (Throwable t) {
                // This can happen if the user has an older version of libhadoop.so
                // installed - in this case we can continue without native IO
                // after warning
                PerformanceAdvisory.LOG.debug("Unable to initialize NativeIO libraries", t);
            }
        }
    }

    /**
     * Return true if the JNI-based native IO extensions are available.
     */
    public static boolean isAvailable() {
        return NativeCodeLoader.isNativeCodeLoaded() && nativeLoaded;
    }

    /** Initialize the JNI method ID and class ID cache */
    private static native void initNative();

    /**
     * Get the maximum number of bytes that can be locked into memory at any
     * given point.
     *
     * @return 0 if no bytes can be locked into memory;
     *         Long.MAX_VALUE if there is no limit;
     *         The number of bytes that can be locked into memory otherwise.
     */
    static long getMemlockLimit() {
        return isAvailable() ? getMemlockLimit0() : 0;
    }

    private static native long getMemlockLimit0();

    /**
     * @return the operating system's page size.
     */
    static long getOperatingSystemPageSize() {
        try {
            Field f = Unsafe.class.getDeclaredField("theUnsafe");
            f.setAccessible(true);
            Unsafe unsafe = (Unsafe)f.get(null);
            return unsafe.pageSize();
        } catch (Throwable e) {
            LOG.warn("Unable to get operating system page size.  Guessing 4096.", e);
            return 4096;
        }
    }

    private static class CachedUid {
        final long timestamp;
        final String username;
        public CachedUid(String username, long timestamp) {
            this.timestamp = timestamp;
            this.username = username;
        }
    }
    private static final Map<Long, CachedUid> uidCache =
            new ConcurrentHashMap<Long, CachedUid>();
    private static long cacheTimeout;
    private static boolean initialized = false;

    /**
     * The Windows logon name has two part, NetBIOS domain name and
     * user account name, of the format DOMAIN\UserName. This method
     * will remove the domain part of the full logon name.
     *
     * @param Fthe full principal name containing the domain
     * @return name with domain removed
     */
    private static String stripDomain(String name) {
        int i = name.indexOf('\\');
        if (i != -1)
            name = name.substring(i + 1);
        return name;
    }

    public static String getOwner(FileDescriptor fd) throws IOException {
        ensureInitialized();
        if (Shell.WINDOWS) {
            String owner = Windows.getOwner(fd);
            owner = stripDomain(owner);
            return owner;
        } else {
            long uid = POSIX.getUIDforFDOwnerforOwner(fd);
            CachedUid cUid = uidCache.get(uid);
            long now = System.currentTimeMillis();
            if (cUid != null && (cUid.timestamp + cacheTimeout) > now) {
                return cUid.username;
            }
            String user = POSIX.getUserName(uid);
            LOG.info("Got UserName " + user + " for UID " + uid
                    + " from the native implementation");
            cUid = new CachedUid(user, now);
            uidCache.put(uid, cUid);
            return user;
        }
    }

    /**
     * Create a FileInputStream that shares delete permission on the
     * file opened, i.e. other process can delete the file the
     * FileInputStream is reading. Only Windows implementation uses
     * the native interface.
     */
    public static FileInputStream getShareDeleteFileInputStream(File f)
            throws IOException {
        if (!Shell.WINDOWS) {
            // On Linux the default FileInputStream shares delete permission
            // on the file opened.
            //
            return new FileInputStream(f);
        } else {
            // Use Windows native interface to create a FileInputStream that
            // shares delete permission on the file opened.
            //
            FileDescriptor fd = Windows.createFile(
                    f.getAbsolutePath(),
                    Windows.GENERIC_READ,
                    Windows.FILE_SHARE_READ |
                            Windows.FILE_SHARE_WRITE |
                            Windows.FILE_SHARE_DELETE,
                    Windows.OPEN_EXISTING);
            return new FileInputStream(fd);
        }
    }

    /**
     * Create a FileInputStream that shares delete permission on the
     * file opened at a given offset, i.e. other process can delete
     * the file the FileInputStream is reading. Only Windows implementation
     * uses the native interface.
     */
    public static FileInputStream getShareDeleteFileInputStream(File f, long seekOffset)
            throws IOException {
        if (!Shell.WINDOWS) {
            RandomAccessFile rf = new RandomAccessFile(f, "r");
            if (seekOffset > 0) {
                rf.seek(seekOffset);
            }
            return new FileInputStream(rf.getFD());
        } else {
            // Use Windows native interface to create a FileInputStream that
            // shares delete permission on the file opened, and set it to the
            // given offset.
            //
            FileDescriptor fd = NativeIO.Windows.createFile(
                    f.getAbsolutePath(),
                    NativeIO.Windows.GENERIC_READ,
                    NativeIO.Windows.FILE_SHARE_READ |
                            NativeIO.Windows.FILE_SHARE_WRITE |
                            NativeIO.Windows.FILE_SHARE_DELETE,
                    NativeIO.Windows.OPEN_EXISTING);
            if (seekOffset > 0)
                NativeIO.Windows.setFilePointer(fd, seekOffset, NativeIO.Windows.FILE_BEGIN);
            return new FileInputStream(fd);
        }
    }

    /**
     * Create the specified File for write access, ensuring that it does not exist.
     * @param f the file that we want to create
     * @param permissions we want to have on the file (if security is enabled)
     *
     * @throws AlreadyExistsException if the file already exists
     * @throws IOException if any other error occurred
     */
    public static FileOutputStream getCreateForWriteFileOutputStream(File f, int permissions)
            throws IOException {
        if (!Shell.WINDOWS) {
            // Use the native wrapper around open(2)
            try {
                FileDescriptor fd = NativeIO.POSIX.open(f.getAbsolutePath(),
                        NativeIO.POSIX.O_WRONLY | NativeIO.POSIX.O_CREAT
                                | NativeIO.POSIX.O_EXCL, permissions);
                return new FileOutputStream(fd);
            } catch (NativeIOException nioe) {
                if (nioe.getErrno() == Errno.EEXIST) {
                    throw new AlreadyExistsException(nioe);
                }
                throw nioe;
            }
        } else {
            // Use the Windows native APIs to create equivalent FileOutputStream
            try {
                FileDescriptor fd = NativeIO.Windows.createFile(f.getCanonicalPath(),
                        NativeIO.Windows.GENERIC_WRITE,
                        NativeIO.Windows.FILE_SHARE_DELETE
                                | NativeIO.Windows.FILE_SHARE_READ
                                | NativeIO.Windows.FILE_SHARE_WRITE,
                        NativeIO.Windows.CREATE_NEW);
                NativeIO.POSIX.chmod(f.getCanonicalPath(), permissions);
                return new FileOutputStream(fd);
            } catch (NativeIOException nioe) {
                if (nioe.getErrorCode() == 80) {
                    // ERROR_FILE_EXISTS
                    // 80 (0x50)
                    // The file exists
                    throw new AlreadyExistsException(nioe);
                }
                throw nioe;
            }
        }
    }

    private synchronized static void ensureInitialized() {
        if (!initialized) {
            cacheTimeout =
                    new Configuration().getLong("hadoop.security.uid.cache.secs",
                            4*60*60) * 1000;
            LOG.info("Initialized cache for UID to User mapping with a cache" +
                    " timeout of " + cacheTimeout/1000 + " seconds.");
            initialized = true;
        }
    }

    /**
     * A version of renameTo that throws a descriptive exception when it fails.
     *
     * @param src                  The source path
     * @param dst                  The destination path
     *
     * @throws NativeIOException   On failure.
     */
    public static void renameTo(File src, File dst)
            throws IOException {
        if (!nativeLoaded) {
            if (!src.renameTo(dst)) {
                throw new IOException("renameTo(src=" + src + ", dst=" +
                        dst + ") failed.");
            }
        } else {
            renameTo0(src.getAbsolutePath(), dst.getAbsolutePath());
        }
    }

    public static void link(File src, File dst) throws IOException {
        if (!nativeLoaded) {
            HardLink.createHardLink(src, dst);
        } else {
            link0(src.getAbsolutePath(), dst.getAbsolutePath());
        }
    }

    /**
     * A version of renameTo that throws a descriptive exception when it fails.
     *
     * @param src                  The source path
     * @param dst                  The destination path
     *
     * @throws NativeIOException   On failure.
     */
    private static native void renameTo0(String src, String dst)
            throws NativeIOException;

    private static native void link0(String src, String dst)
            throws NativeIOException;

    /**
     * Unbuffered file copy from src to dst without tainting OS buffer cache
     *
     * In POSIX platform:
     * It uses FileChannel#transferTo() which internally attempts
     * unbuffered IO on OS with native sendfile64() support and falls back to
     * buffered IO otherwise.
     *
     * It minimizes the number of FileChannel#transferTo call by passing the the
     * src file size directly instead of a smaller size as the 3rd parameter.
     * This saves the number of sendfile64() system call when native sendfile64()
     * is supported. In the two fall back cases where sendfile is not supported,
     * FileChannle#transferTo already has its own batching of size 8 MB and 8 KB,
     * respectively.
     *
     * In Windows Platform:
     * It uses its own native wrapper of CopyFileEx with COPY_FILE_NO_BUFFERING
     * flag, which is supported on Windows Server 2008 and above.
     *
     * Ideally, we should use FileChannel#transferTo() across both POSIX and Windows
     * platform. Unfortunately, the wrapper(Java_sun_nio_ch_FileChannelImpl_transferTo0)
     * used by FileChannel#transferTo for unbuffered IO is not implemented on Windows.
     * Based on OpenJDK 6/7/8 source code, Java_sun_nio_ch_FileChannelImpl_transferTo0
     * on Windows simply returns IOS_UNSUPPORTED.
     *
     * Note: This simple native wrapper does minimal parameter checking before copy and
     * consistency check (e.g., size) after copy.
     * It is recommended to use wrapper function like
     * the Storage#nativeCopyFileUnbuffered() function in hadoop-hdfs with pre/post copy
     * checks.
     *
     * @param src                  The source path
     * @param dst                  The destination path
     * @throws IOException
     */
    public static void copyFileUnbuffered(File src, File dst) throws IOException {
        if (nativeLoaded && Shell.WINDOWS) {
            copyFileUnbuffered0(src.getAbsolutePath(), dst.getAbsolutePath());
        } else {
            FileInputStream fis = null;
            FileOutputStream fos = null;
            FileChannel input = null;
            FileChannel output = null;
            try {
                fis = new FileInputStream(src);
                fos = new FileOutputStream(dst);
                input = fis.getChannel();
                output = fos.getChannel();
                long remaining = input.size();
                long position = 0;
                long transferred = 0;
                while (remaining > 0) {
                    transferred = input.transferTo(position, remaining, output);
                    remaining -= transferred;
                    position += transferred;
                }
            } finally {
                IOUtils.cleanup(LOG, output);
                IOUtils.cleanup(LOG, fos);
                IOUtils.cleanup(LOG, input);
                IOUtils.cleanup(LOG, fis);
            }
        }
    }

    private static native void copyFileUnbuffered0(String src, String dst)
            throws NativeIOException;
}

创建WordCountMapReduce.java

package org.conan.myhadoop.hdfs;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;

/**
 * Created by Administrator on 2017/8/16.
 */
public class WordCountMapReduce {

    public static void main(String[] args) throws Exception{

        System.setProperty("hadoop.home.dir", "E:\\hadoop-2.6.4");
        //System.setProperty("HADOOP_USER_NAME", "root");

        //创建配置对象
        Configuration conf = new Configuration();

        //创建job对象
        Job job = Job.getInstance(conf,"wordcount");

        //设置运行job的主类
        job.setJarByClass(WordCountMapReduce.class);

        //设置mapper类
        job.setMapperClass(WordCountMapper.class);

        //设置reduce类
        job.setReducerClass(WordCountReducer.class);

        //设置map输出的key value
        job.setMapOutputKeyClass(Text.class);
        job.setOutputValueClass(IntWritable.class);

        //设置reducer输出的key value
        job.setOutputKeyClass(Text.class);
        job.setOutputValueClass(IntWritable.class);

        //设置输入路径
        //-rw-r--r--. 1 root  root    24 Aug 21 23:34 words
        FileInputFormat.setInputPaths(job,new Path("hdfs://172.16.16.218:9000/input"));
        FileOutputFormat.setOutputPath(job,new Path("hdfs://172.16.16.218:9000/out07"));

        boolean b = job.waitForCompletion(true);

        if(!b){
            System.err.println("This task has failed!!!");
        }else{
            System.out.println("This task has success!!!");
        }

    }

}

创建WordCountMapper.java

package org.conan.myhadoop.hdfs;

import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Mapper;

import java.io.IOException;

/**
 * Created by Administrator on 2017/8/16.
 */
public class WordCountMapper extends Mapper<LongWritable,Text,Text,IntWritable>{

    @Override
    protected void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException {

        //得到输入的每一行数据 hello a
        String line = value.toString();

        //分割数据 ,通过空格来分割 hello,a
        String[] words = line.split(" ");

        //hello 1
        //a     1
        for (String word : words) {
            context.write(new Text(word),new IntWritable(1));
        }

    }
}

创建WordCountReducer.java

package org.conan.myhadoop.hdfs;

import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Reducer;

import java.io.IOException;

/**
 * Created by Administrator on 2017/8/16.
 */
public class WordCountReducer extends Reducer<Text,IntWritable,Text,IntWritable> {

    @Override
    protected void reduce(Text key, Iterable<IntWritable> values, Context context) throws IOException, InterruptedException {

        Integer count = 0;
        for (IntWritable value : values) {
            count += value.get();
        }
        context.write(key,new IntWritable(count));

    }
}

hdfs上传词频文件

  mkdir  /home/hadoop/
  touch  words
  vim words

  #内容如下
  hello a
  hello b
  hello c

#注意最后一个words前面需要带/ 即/words
 hdfs dfs -put /home/hadoop/words /words

put: Call From test/127.0.1.1 to 172.16.19.199:9000 failed on connection exception: java.net.ConnectException: 拒绝连接; For more details see:  http://wiki.apache.org/hadoop/ConnectionRefused

hadoop namenode -format

执行以上命令解决这个问题。

然后再执行 hdfs dfs -put /home/hadoop/words /input 这个命令 把词频文件上传上去。

由于我的环境是远程windows10系统中的虚拟机ubuntu环境 所以windows10上面的nginx用作tcp端口转发配置如下：

stream {
    server {
        listen ;
        proxy_pass 172.16.19.199:;
    }

    server {
        listen ;
        proxy_pass 172.16.19.199:;
    }

    server {
        listen ;
        proxy_pass 172.16.19.199:;
    }

    server {
        listen ;
        proxy_pass 172.16.19.199:;
    }
}

因为需要转发端口所以快速停止nginx.exe用windows命令taskkill /F  /IM nginx.exe

你MapReduce执行多几次就会报如下错误：

Exception in thread "main" org.apache.hadoop.mapred.FileAlreadyExistsException: Output directory hdfs://172.16.17.190:9000/out07 already exists

这个时候需要用hdfs命令干掉这个目录。

hdfs dfs -rm -r  hdfs://172.16.17.190:9000/out07

执行完毕继续执行main方法。

然后又报错：

2017-12-08 18:08:49,955 WARN [org.apache.hadoop.hdfs.DFSClient] - Failed to connect to /172.16.19.199:50010 for block, add to deadNodes and continue. java.net.ConnectException: Connection timed out: no further information
java.net.ConnectException: Connection timed out: no further information
    at sun.nio.ch.SocketChannelImpl.checkConnect(Native Method)
    at sun.nio.ch.SocketChannelImpl.finishConnect(SocketChannelImpl.java:717)
    at org.apache.hadoop.net.SocketIOWithTimeout.connect(SocketIOWithTimeout.java:206)
    at org.apache.hadoop.net.NetUtils.connect(NetUtils.java:530)

Diagnostics: File file:/tmp/hadoop-yarn/staging/root/.staging/job_1512726205529_0003/job.splitmetainfo does not exist
java.io.FileNotFoundException: File file:/tmp/hadoop-yarn/staging/root/.staging/job_1512726205529_0003/job.splitmetainfo does not exist