使用 IDEA 搭建 Hadoop 3.1.1 项目

时间 2019-11-09

标签使用 idea 搭建 hadoop 3.1.1 项目栏目 Eclipse 繁體版

原文原文链接

Hadoop 的版本是 3.1.1java

1. 启动 Hadoop 服务

$ start-all.sh
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2. 新建 IDEA 的 Maven 项目

2.1 选中 Maven，Project SDK 选择为 1.8，再点击 Next shell

2.2 填写好 GroupId，ArtifactId 后，点击 Next apache

2.3 点击 Finish 数组

3. 修改 Target bytecode version

打开 Setting，选中 Build, Execution, Deployment -> Compiler -> java，将 Target bytecode version 改成 1.8 或 8。bash

确认这几个配置下的 jdk 版本都为 1.8 app

4. 导入须要的 jar 包

4.1 选中 Dependencies 后点击下方的 + 号，选择「JARs or directories」函数

4.2 进入 Hadoop 目录下的 share/hadoop/ 中，把这几个包都导进去oop

4.2 在 pom.xml 中添加以下依赖学习

<dependencies>
        <!-- https://mvnrepository.com/artifact/junit/junit -->
        <dependency>
            <groupId>junit</groupId>
            <artifactId>junit</artifactId>
            <version>4.12</version>
            <scope>test</scope>
        </dependency>

        <!--&lt;!&ndash; https://mvnrepository.com/artifact/commons-logging/commons-logging &ndash;&gt;-->
        <dependency>
            <groupId>commons-logging</groupId>
            <artifactId>commons-logging</artifactId>
            <version>1.2</version>
        </dependency>

        <!--&lt;!&ndash; https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-common &ndash;&gt;-->
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-common</artifactId>
            <version>3.1.1</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-core -->
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-core</artifactId>
            <version>1.2.1</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-hdfs -->
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-hdfs</artifactId>
            <version>3.1.1</version>
        </dependency>
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-client</artifactId>
            <version>3.1.1</version>
        </dependency>
        
    </dependencies>
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5. 编写 Hadoop 项目的 Java 代码

5.1 新建 Java 类「Test.java」大数据

5.2 编写代码

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;

import java.io.IOException;
import java.net.URI;
import java.net.URISyntaxException;

public class Test {

    // 在 HDFS 中新建一个 test 文件夹
    public static void main(String[] args) {

        FileSystem fileSystem = null;
        try {
            fileSystem = FileSystem.get(new URI("hdfs://localhost:9000/"),new Configuration(),"binguner");
            fileSystem.mkdirs(new Path("/test"));
            fileSystem.close();
        } catch (IOException e) {
            e.printStackTrace();
        } catch (InterruptedException e) {
            e.printStackTrace();
        } catch (URISyntaxException e) {
            e.printStackTrace();
        }
    }

}
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5.3 运行 Java 程序

6. 运行结果

6.1 运行前的 HDFS 目录下没有 test 文件夹

6.2 运行后的 HDFS 目录下多了 test 文件夹

7. FileSystem 经常使用接口

7.1 mkdirs

public boolean mkdirs(Path f) throws IOException {
    return this.mkdirs(f, FsPermission.getDirDefault());
}
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参数是新的文件夹的路径，能够在文件夹里嵌套文件夹进行建立。

7.2 create

public FSDataOutputStream create(Path f) throws IOException {
        return this.create(f, true);
    }

    public FSDataOutputStream create(Path f, boolean overwrite) throws IOException {
        return this.create(f, overwrite, this.getConf().getInt("io.file.buffer.size", 4096), this.getDefaultReplication(f), this.getDefaultBlockSize(f));
    }

    public FSDataOutputStream create(Path f, Progressable progress) throws IOException {
        return this.create(f, true, this.getConf().getInt("io.file.buffer.size", 4096), this.getDefaultReplication(f), this.getDefaultBlockSize(f), progress);
    }

    public FSDataOutputStream create(Path f, short replication) throws IOException {
        return this.create(f, true, this.getConf().getInt("io.file.buffer.size", 4096), replication, this.getDefaultBlockSize(f));
    }

    public FSDataOutputStream create(Path f, short replication, Progressable progress) throws IOException {
        return this.create(f, true, this.getConf().getInt("io.file.buffer.size", 4096), replication, this.getDefaultBlockSize(f), progress);
    }

    public FSDataOutputStream create(Path f, boolean overwrite, int bufferSize) throws IOException {
        return this.create(f, overwrite, bufferSize, this.getDefaultReplication(f), this.getDefaultBlockSize(f));
    }

    public FSDataOutputStream create(Path f, boolean overwrite, int bufferSize, Progressable progress) throws IOException {
        return this.create(f, overwrite, bufferSize, this.getDefaultReplication(f), this.getDefaultBlockSize(f), progress);
    }

    public FSDataOutputStream create(Path f, boolean overwrite, int bufferSize, short replication, long blockSize) throws IOException {
        return this.create(f, overwrite, bufferSize, replication, blockSize, (Progressable)null);
    }

    public FSDataOutputStream create(Path f, boolean overwrite, int bufferSize, short replication, long blockSize, Progressable progress) throws IOException {
        return this.create(f, FsCreateModes.applyUMask(FsPermission.getFileDefault(), FsPermission.getUMask(this.getConf())), overwrite, bufferSize, replication, blockSize, progress);
    }

    public abstract FSDataOutputStream create(Path var1, FsPermission var2, boolean var3, int var4, short var5, long var6, Progressable var8) throws IOException;

    public FSDataOutputStream create(Path f, FsPermission permission, EnumSet<CreateFlag> flags, int bufferSize, short replication, long blockSize, Progressable progress) throws IOException {
        return this.create(f, permission, flags, bufferSize, replication, blockSize, progress, (ChecksumOpt)null);
    }

    public FSDataOutputStream create(Path f, FsPermission permission, EnumSet<CreateFlag> flags, int bufferSize, short replication, long blockSize, Progressable progress, ChecksumOpt checksumOpt) throws IOException {
        return this.create(f, permission, flags.contains(CreateFlag.OVERWRITE), bufferSize, replication, blockSize, progress);
    }
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create 有多个重载函数，它的参数能够指定是否覆盖已有的文件、文件备份数量、写入文件缓冲区大小、文件块大小以及文件权限。它的返回值是一个 FSDataOutputStream，经过返回的 FSDataOutputStream 对象能够对文件进行写入。

7.3 copyFromLocal

public void copyFromLocalFile(Path src, Path dst) throws IOException {
        this.copyFromLocalFile(false, src, dst);
    }

    public void copyFromLocalFile(boolean delSrc, Path src, Path dst) throws IOException {
        this.copyFromLocalFile(delSrc, true, src, dst);
    }

    public void copyFromLocalFile(boolean delSrc, boolean overwrite, Path[] srcs, Path dst) throws IOException {
        Configuration conf = this.getConf();
        FileUtil.copy(getLocal(conf), srcs, this, dst, delSrc, overwrite, conf);
    }
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将本地文件拷贝到文件系统，参数能够指定上传本地文件的路径，上传的多个路径组成的 Path 数组，存放目标对路径，能够指定是否删除本地本地的文件或者覆盖 hdfs 上已经建立的文件。

7.4 copyToLocalFile

public void copyToLocalFile(Path src, Path dst) throws IOException {
        this.copyToLocalFile(false, src, dst);
    }

    public void copyToLocalFile(boolean delSrc, Path src, Path dst) throws IOException {
        this.copyToLocalFile(delSrc, src, dst, false);
    }
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将目标文件复制到本地指定路径，delSrc 参数指定移动文件后是否要删除源文件。

7.6 moveToLocalFile

public void moveToLocalFile(Path src, Path dst) throws IOException {
        this.copyToLocalFile(true, src, dst);
    }
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将目标文件移动到指定路径，函数内部调用的是 copyToLocalFile。

7.6 exists

public boolean exists(Path f) throws IOException {
        try {
            return this.getFileStatus(f) != null;
        } catch (FileNotFoundException var3) {
            return false;
        }
    }
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输入一个路径，检查 HDFS 上是否存在这个路径，存在返回 true，不存在返回 false。

7.7 delete

public abstract boolean delete(Path var1, boolean var2) throws IOException;
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第一个参数是要删除的路径，第二个参数为 true 时，若是目标文件夹内有文件，会强制删除。

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