Hadoop 工具

for f in $HADOOP_HOME/share/hadoop/tools/lib/*.jar; do
  if [ "$HADOOP_CLASSPATH" ]; then
 export HADOOP_CLASSPATH=$HADOOP_CLASSPATH:$f
  else
 export HADOOP_CLASSPATH=$f
  fi
done

<configuration>
    <property>
        <name>fs.cosn.credentials.provider</name>
        <value>org.apache.hadoop.fs.auth.SimpleCredentialProvider</value>
        <description>

            This option allows the user to specify how to get the credentials.
            Comma-separated class names of credential provider classes which implement
            com.qcloud.cos.auth.COSCredentialsProvider:

            1.org.apache.hadoop.fs.auth.SessionCredentialProvider: Obtain the secret id and secret key from the URI: cosn://secretId:secretKey@examplebucket-1250000000/;
            2.org.apache.hadoop.fs.auth.SimpleCredentialProvider: Obtain the secret id and secret key
            from fs.cosn.userinfo.secretId and fs.cosn.userinfo.secretKey in core-site.xml;
            3.org.apache.hadoop.fs.auth.EnvironmentVariableCredentialProvider: Obtain the secret id and secret key
            from system environment variables named COS_SECRET_ID and COS_SECRET_KEY.

            If unspecified, the default order of credential providers is:
            1. org.apache.hadoop.fs.auth.SessionCredentialProvider
            2. org.apache.hadoop.fs.auth.SimpleCredentialProvider
            3. org.apache.hadoop.fs.auth.EnvironmentVariableCredentialProvider
            4. org.apache.hadoop.fs.auth.SessionTokenCredentialProvider
            5. org.apache.hadoop.fs.auth.CVMInstanceCredentialsProvider
            6. org.apache.hadoop.fs.auth.CPMInstanceCredentialsProvider
            7. org.apache.hadoop.fs.auth.EMRInstanceCredentialsProvider
        </description>
    </property>

    <property>
        <name>fs.cosn.userinfo.secretId</name>
        <value>xxxxxxxxxxxxxxxxxxxxxxxxx</value>
        <description>Tencent Cloud Secret Id</description>
    </property>

    <property>
        <name>fs.cosn.userinfo.secretKey</name>
        <value>xxxxxxxxxxxxxxxxxxxxxxxx</value>
        <description>Tencent Cloud Secret Key</description>
    </property>

    <property>
        <name>fs.cosn.bucket.region</name>
        <value>ap-xxx</value>
        <description>The region where the bucket is located.</description>
    </property>

    <property>
        <name>fs.cosn.bucket.endpoint_suffix</name>
        <value>cos.ap-xxx.myqcloud.com</value>
        <description>
          COS endpoint to connect to. 
          For public cloud users, it is recommended not to set this option, and only the correct area field is required.
        </description>
    </property>

    <property>
        <name>fs.cosn.impl</name>
        <value>org.apache.hadoop.fs.CosFileSystem</value>
        <description>The implementation class of the CosN Filesystem.</description>
    </property>

    <property>
        <name>fs.AbstractFileSystem.cosn.impl</name>
        <value>org.apache.hadoop.fs.CosN</value>
        <description>The implementation class of the CosN AbstractFileSystem.</description>
    </property>

    <property>
        <name>fs.cosn.tmp.dir</name>
        <value>/tmp/hadoop_cos</value>
        <description>Temporary files will be placed here.</description>
    </property>

    <property>
        <name>fs.cosn.upload.buffer</name>
        <value>mapped_disk</value>
        <description>The type of upload buffer. Available values: non_direct_memory, direct_memory, mapped_disk</description>
    </property>

    <property>
        <name>fs.cosn.upload.buffer.size</name>
        <value>134217728</value>
        <description>The total size of the upload buffer pool. -1 means unlimited.</description>
    </property>

    <property>
        <name>fs.cosn.upload.part.size</name>
        <value>8388608</value>
        <description>Block size to use cosn filesysten, which is the part size for MultipartUpload.
        Considering the COS supports up to 10000 blocks, user should estimate the maximum size of a single file.
        For example, 8MB part size can allow  writing a 78GB single file.</description>
    </property>

    <property>
        <name>fs.cosn.maxRetries</name>
      <value>3</value>
      <description>
        The maximum number of retries for reading or writing files to
        COS, before we signal failure to the application.
      </description>
    </property>

    <property>
        <name>fs.cosn.retry.interval.seconds</name>
      <value>3</value>
      <description>The number of seconds to sleep between each COS retry.</description>
    </property>

    <property>
        <name>fs.cosn.server-side-encryption.algorithm</name>
        <value></value>
        <description>The server side encryption algorithm.</description>
    </property>	

     <property>
        <name>fs.cosn.server-side-encryption.key</name>
        <value></value>
        <description>The SSE-C server side encryption key.</description>
    </property> 

    <property>
        <name>fs.cosn.client-side-encryption.enabled</name>
        <value></value>
        <description>Enable or disable the client encryption function</description>
    </property>

    <property>
        <name>fs.cosn.client-side-encryption.public.key.path</name>
        <value>/xxx/xxx.key</value>
        <description>The direct path to the public key</description>
    </property>

     <property>
        <name>fs.cosn.client-side-encryption.private.key.path</name>
        <value>/xxx/xxx.key</value>
        <description>The direct path to the private key</description>
    </property>

</configuration>

<property>
          <name>fs.defaultFS</name>
          <value>cosn://examplebucket-1250000000</value>
        <description>
             This option is not advice to config, this only used for some special test cases.
        </description>
</property>

fs.cosn.bucket.examplebucket-1250000000.upload.buffer  ***

hadoop fs -ls cosn://examplebucket-1250000000/ 

fs.cosn.userinfo.appid 1250000000
fs.cosn.bucket.examplebucket.upload.buffer  ***

hadoop fs -ls cosn://examplebucket/ 

fs.cosn.userinfo.appid 1250000000
fs.cosn.trsf.fs.ofs.use.short.bucketname true
fs.cosn.bucket.examplebucket.upload.buffer  ***

ofs java sdk >= 1.1.8
hadoop cos >= 8.3.0

hadoop fs -ls cosn://examplebucket/ 

<property>
        <name>fs.cosn.server-side-encryption.algorithm</name>
        <value>SSE-COS</value>
        <description>The server side encryption algorithm.</description>
</property>

<property>
        <name>fs.cosn.server-side-encryption.algorithm</name>
        <value>SSE-C</value>
        <description>The server side encryption algorithm.</description>
 </property>		
 <property>
      <name>fs.cosn.server-side-encryption.key</name>
        <value>MDEyMzQ1Njc4OUFCQ0RFRjAxMjM0NTY3ODlBQkNERUY=</value> #用户需要自行配置 SSE-C 的密钥，密钥格式为 base64 编码的 AES-256 密钥。
        <description>The SSE-C server side encryption key.</description>
 </property> 

 <property>
        <name>fs.cosn.client-side-encryption.enabled</name>
        <value>true</value>
        <description>Enable or disable the client encryption function</description>
    </property>

    <property>
        <name>fs.cosn.client-side-encryption.public.key.path</name>
        <value>/xxx/xxx.key</value>
        <description>The direct path to the public key</description>
    </property>

     <property>
        <name>fs.cosn.client-side-encryption.private.key.path</name>
        <value>/xxx/xxx.key</value>
        <description>The direct path to the private key</description>
    </property>

import java.io.FileOutputStream;
import java.io.IOException;
import java.security.KeyPair;
import java.security.KeyPairGenerator;
import java.security.NoSuchAlgorithmException;
import java.security.PrivateKey;
import java.security.PublicKey;
import java.security.SecureRandom;
import java.security.spec.PKCS8EncodedKeySpec;
import java.security.spec.X509EncodedKeySpec;

// 使用非对称秘钥 RSA 加密每次生成的随机对称秘钥
public class BuildKey {
    private static final SecureRandom srand = new SecureRandom();
    private static void buildAndSaveAsymKeyPair(String pubKeyPath, String priKeyPath) throws IOException, NoSuchAlgorithmException {
        KeyPairGenerator keyGenerator = KeyPairGenerator.getInstance("RSA");
        keyGenerator.initialize(1024, srand);
        KeyPair keyPair = keyGenerator.generateKeyPair();
        PrivateKey privateKey = keyPair.getPrivate();
        PublicKey publicKey = keyPair.getPublic();

        X509EncodedKeySpec x509EncodedKeySpec = new X509EncodedKeySpec(publicKey.getEncoded());
        FileOutputStream fos = new FileOutputStream(pubKeyPath);
        fos.write(x509EncodedKeySpec.getEncoded());
        fos.close();

        PKCS8EncodedKeySpec pkcs8EncodedKeySpec = new PKCS8EncodedKeySpec(privateKey.getEncoded());
        fos = new FileOutputStream(priKeyPath);
        fos.write(pkcs8EncodedKeySpec.getEncoded());
        fos.close();
    }


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

        String pubKeyPath = "pub.key";
        String priKeyPath = "pri.key";
        buildAndSaveAsymKeyPair(pubKeyPath, priKeyPath);
    }
}


    <property>
       <name>yarn.application.classpath</name>
       <value>$HADOOP_CLASSPATH</value>
    </property>

hadoop fs -ls -R cosn://examplebucket-1250000000/
-rw-rw-rw-   1 root root       1087 2018-06-11 07:49 cosn://examplebucket-1250000000/LICENSE
drwxrwxrwx   - root root          0 1970-01-01 00:00 cosn://examplebucket-1250000000/hdfs
drwxrwxrwx   - root root          0 1970-01-01 00:00 cosn://examplebucket-1250000000/hdfs/2018
-rw-rw-rw-   1 root root       1087 2018-06-12 03:26 cosn://examplebucket-1250000000/hdfs/2018/LICENSE
-rw-rw-rw-   1 root root       2386 2018-06-12 03:26 cosn://examplebucket-1250000000/hdfs/2018/ReadMe
drwxrwxrwx   - root root          0 1970-01-01 00:00 cosn://examplebucket-1250000000/hdfs/test
-rw-rw-rw-   1 root root       1087 2018-06-11 07:32 cosn://examplebucket-1250000000/hdfs/test/LICENSE
-rw-rw-rw-   1 root root       2386 2018-06-11 07:29 cosn://examplebucket-1250000000/hdfs/test/ReadMe

bin/hadoop jar share/hadoop/mapreduce/hadoop-mapreduce-examples-2.7.2.jar wordcount cosn://example/mr/input cosn://example/mr/output3

File System Counters
COSN: Number of bytes read=72
COSN: Number of bytes written=40
COSN: Number of read operations=0
COSN: Number of large read operations=0
COSN: Number of write operations=0
FILE: Number of bytes read=547350
FILE: Number of bytes written=1155616
FILE: Number of read operations=0
FILE: Number of large read operations=0
FILE: Number of write operations=0
HDFS: Number of bytes read=0
HDFS: Number of bytes written=0
HDFS: Number of read operations=0
HDFS: Number of large read operations=0
HDFS: Number of write operations=0
Map-Reduce Framework
Map input records=5
Map output records=7
Map output bytes=59
Map output materialized bytes=70
Input split bytes=99
Combine input records=7
Combine output records=6
Reduce input groups=6
Reduce shuffle bytes=70
Reduce input records=6
Reduce output records=6
Spilled Records=12
Shuffled Maps =1
Failed Shuffles=0
Merged Map outputs=1
GC time elapsed (ms)=0
Total committed heap usage (bytes)=653262848
Shuffle Errors
BAD_ID=0
CONNECTION=0
IO_ERROR=0
WRONG_LENGTH=0
WRONG_MAP=0
WRONG_REDUCE=0
File Input Format Counters
Bytes Read=36
File Output Format Counters
Bytes Written=40

package com.qcloud.chdfs.demo;

import org.apache.commons.io.IOUtils;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FSDataInputStream;
import org.apache.hadoop.fs.FSDataOutputStream;
import org.apache.hadoop.fs.FileChecksum;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;

import java.io.IOException;
import java.net.URI;
import java.nio.ByteBuffer;

public class Demo {
    private static FileSystem initFS() throws IOException {
        Configuration conf = new Configuration();
        // COSN 的配置项可参见 https://cloud.tencent.com/document/product/436/6884#hadoop-.E9.85.8D.E7.BD.AE
        // 以下配置是必填项
        conf.set("fs.cosn.impl", "org.apache.hadoop.fs.CosFileSystem");
        conf.set("fs.AbstractFileSystem.cosn.impl", "org.apache.hadoop.fs.CosN");
        conf.set("fs.cosn.tmp.dir", "/tmp/hadoop_cos");
        conf.set("fs.cosn.bucket.region", "ap-guangzhou");
        conf.set("fs.cosn.userinfo.secretId", "AKXXXXXXXXXXXXXXXXX");
        conf.set("fs.cosn.userinfo.secretKey", "XXXXXXXXXXXXXXXXXX");
        conf.set("fs.cosn.userinfo.appid", "XXXXXXXXXXX");
        // 其他配置参考官网文档 https://cloud.tencent.com/document/product/436/6884#hadoop-.E9.85.8D.E7.BD.AE
        // 是否开启 CRC64 校验。默认不开启，此时无法使用 hadoop fs -checksum 命令获取文件的 CRC64 校验值
        conf.set("fs.cosn.crc64.checksum.enabled", "true");
        String cosnUrl = "cosn://f4mxxxxxxxx-125xxxxxxx";
        return FileSystem.get(URI.create(cosnUrl), conf);
    }

    private static void mkdir(FileSystem fs, Path filePath) throws IOException {
        fs.mkdirs(filePath);
    }

    private static void createFile(FileSystem fs, Path filePath) throws IOException {
        // 创建一个文件（如果存在则将其覆盖）
        // if the parent dir does not exist, fs will create it!
        FSDataOutputStream out = fs.create(filePath, true);
        try {
            // 写入一个文件
            String content = "test write file";
            out.write(content.getBytes());
        } finally {
            IOUtils.closeQuietly(out);
        }
    }

    private static void readFile(FileSystem fs, Path filePath) throws IOException {
        FSDataInputStream in = fs.open(filePath);
        try {
            byte[] buf = new byte[4096];
            int readLen = -1;
            do {
                readLen = in.read(buf);
            } while (readLen >= 0);
        } finally {
            IOUtils.closeQuietly(in);
        }
    }

    private static void queryFileOrDirStatus(FileSystem fs, Path path) throws IOException {
        FileStatus fileStatus = fs.getFileStatus(path);
        if (fileStatus.isDirectory()) {
            System.out.printf("path %s is dir\\n", path);
            return;
        }
        long fileLen = fileStatus.getLen();
        long accessTime = fileStatus.getAccessTime();
        long modifyTime = fileStatus.getModificationTime();
        String owner = fileStatus.getOwner();
        String group = fileStatus.getGroup();

        System.out.printf("path %s is file, fileLen: %d, accessTime: %d, modifyTime: %d, owner: %s, group: %s\\n",
                path, fileLen, accessTime, modifyTime, owner, group);
    }

    private static void getFileCheckSum(FileSystem fs, Path path) throws IOException {
        FileChecksum checksum = fs.getFileChecksum(path);
        System.out.printf("path %s, checkSumType: %s, checkSumCrcVal: %d\\n",
                path, checksum.getAlgorithmName(), ByteBuffer.wrap(checksum.getBytes()).getInt());
    }

    private static void copyFileFromLocal(FileSystem fs, Path cosnPath, Path localPath) throws IOException {
        fs.copyFromLocalFile(localPath, cosnPath);
    }

    private static void copyFileToLocal(FileSystem fs, Path cosnPath, Path localPath) throws IOException {
        fs.copyToLocalFile(cosnPath, localPath);
    }

    private static void renamePath(FileSystem fs, Path oldPath, Path newPath) throws IOException {
        fs.rename(oldPath, newPath);
    }

    private static void listDirPath(FileSystem fs, Path dirPath) throws IOException {
        FileStatus[] dirMemberArray = fs.listStatus(dirPath);

        for (FileStatus dirMember : dirMemberArray) {
            System.out.printf("dirMember path %s, fileLen: %d\\n", dirMember.getPath(), dirMember.getLen());
        }
    }

    // 递归删除标志用于删除目录
    // 如果递归为 false 并且 dir 不为空，则操作将失败
    private static void deleteFileOrDir(FileSystem fs, Path path, boolean recursive) throws IOException {
        fs.delete(path, recursive);
    }

    private static void closeFileSystem(FileSystem fs) throws IOException {
        fs.close();
    }

    public static void main(String[] args) throws IOException {
        // 初始化文件
        FileSystem fs = initFS();

        // 创建文件
        Path cosnFilePath = new Path("/folder/exampleobject.txt");
        createFile(fs, cosnFilePath);

        // 读取文件
        readFile(fs, cosnFilePath);

        // 查询文件或目录
        queryFileOrDirStatus(fs, cosnFilePath);

        // 获取文件校验和
        getFileCheckSum(fs, cosnFilePath);

        // 从本地复制文件
        Path localFilePath = new Path("file:///home/hadoop/ofs_demo/data/exampleobject.txt");
        copyFileFromLocal(fs, cosnFilePath, localFilePath);

        // 获取文件到本地
        Path localDownFilePath = new Path("file:///home/hadoop/ofs_demo/data/exampleobject.txt");
        copyFileToLocal(fs, cosnFilePath, localDownFilePath);

        listDirPath(fs, cosnFilePath);
        // 重命名
        mkdir(fs, new Path("/doc"));
        Path newPath = new Path("/doc/example.txt");
        renamePath(fs, cosnFilePath, newPath);

        // 删除文件
        deleteFileOrDir(fs, newPath, false);

        // 创建目录
        Path dirPath = new Path("/folder");
        mkdir(fs, dirPath);

        // 在目录中创建文件
        Path subFilePath = new Path("/folder/exampleobject.txt");
        createFile(fs, subFilePath);

        // 列出目录
        listDirPath(fs, dirPath);

        // 删除目录
        deleteFileOrDir(fs, dirPath, true);
        deleteFileOrDir(fs, new Path("/doc"), true);

        // 关闭文件系统
        closeFileSystem(fs);
    }
}