使用Go语言操作HDFS

2023-05-31,,

HDFS(Hadoop分布式文件系统)是Hadoop生态系统的一部分,它是一个可扩展的分布式文件系统,被设计用于在大规模数据集上运行的应用程序

安装相关package:

$ go get github.com/colinmarc/hdfs/v2

创建目录

命令:

$ hdfs dfs -mkdir <path>

示例代码:

package main

import (
"fmt"
"github.com/colinmarc/hdfs"
) const address = "master:9000" func main() {
client, err := hdfs.New(address)
if err != nil {
panic(err)
} path := "/testdir"
err = client.MkdirAll(path, 0777) // 创建testdir目录
if err != nil {
panic(err)
} fmt.Printf("Created directory: %s\n", path)
}

上传文件

命令:

$ hdfs dfs -put <localpath> <hdfspath>

示例代码:

package main

import (
"fmt"
"github.com/colinmarc/hdfs"
"io"
"os"
) const address = "master:9000" func main() {
client, err := hdfs.New(address)
if err != nil {
panic(err)
} localPath := "./file.txt"
hdfsPath := "/testdir/file.txt" // 打开本地文件
localFile, err := os.Open(localPath)
if err != nil {
panic(err)
}
defer localFile.Close() // 创建HDFS文件
hdfsFile, err := client.Create(hdfsPath)
if err != nil {
panic(err)
}
defer hdfsFile.Close() // 将本地文件复制到HDFS
_, err = io.Copy(hdfsFile, localFile)
if err != nil {
panic(err)
} fmt.Printf("Uploaded file: %s\n", hdfsPath)
}

下载文件

$ hdfs dfs -get <hdfspath> <localpath>

示例代码:

package main

import (
"fmt"
"github.com/colinmarc/hdfs"
"io"
"os"
) const address = "master:9000" func main() {
client, err := hdfs.New(address)
if err != nil {
panic(err)
} hdfsPath := "/test.txt"
localPath := "/home/ubuntu/workspace/hadoop/test.txt" hdfsFile, err := client.Open(hdfsPath)
if err != nil {
panic(err)
}
defer hdfsFile.Close() localFile, err := os.Create(localPath)
if err != nil {
panic(err)
}
defer localFile.Close() _, err = io.Copy(localFile, hdfsFile)
if err != nil {
panic(err)
} fmt.Printf("Downloaded file: %s\n", localPath)
}

查看文件列表

命令:

$ hdfs dfs -ls <path>

示例代码:

package main

import (
"fmt"
"github.com/colinmarc/hdfs"
) const address = "master:9000" func main() {
client, err := hdfs.New(address)
if err != nil {
panic(err)
} hdfsPath := "/testdir" files, err := client.ReadDir(hdfsPath)
if err != nil {
panic(err)
} fmt.Printf("Files in %s:\n", hdfsPath)
for _, file := range files {
fmt.Printf("%s (size: %d)\n", file.Name(), file.Size())
}
}

删除文件

命令:

$ hdfs dfs -rm <path>

示例代码:

package main

import (
"fmt"
"github.com/colinmarc/hdfs"
) const address = "master:9000" func main() {
client, err := hdfs.New(address)
if err != nil {
panic(err)
} hdfsPath := "/testdir" err = client.Remove(hdfsPath)
if err != nil {
panic(err)
} fmt.Printf("Deleted directory: %s\n", hdfsPath)
}

使用Go语言操作HDFS的相关教程结束。

《使用Go语言操作HDFS.doc》

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