一、MinIO
MinIO概览
简介:
MinIO是一款高性能、可扩展的对象存储服务器,专为现代应用设计。它不仅提供了媲美Amazon S3的功能,还通过其轻量级架构和强大的安全措施,成为企业和开发者青睐的选择。
核心特点
- 卓越性能:MinIO在分布式环境下展现出色的高速数据传输能力,尤其适合处理大规模数据集。
- 无缝扩展:具备高度的可扩展性,能够根据业务需求在集群模式下轻松扩展,实现存储容量和处理能力的线性增长。
- S3兼容性:全面支持Amazon S3 API,使得MinIO可以作为S3的直接替代方案,无需修改即可集成到已有的S3兼容应用程序中。
- 轻量化设计:软件体态轻盈,便于部署和维护,降低了管理复杂度。
- 全方位安全:内置多种安全机制,包括数据加密和细粒度访问控制,保障数据的安全与完整。
应用场景
- 对象存储服务:适用于存储海量非结构化数据,如图像、视频和日志文件,为多媒体内容提供高效存储和访问。
- 私有云存储:作为企业级私有云存储解决方案,满足对数据隐私和安全性的严格要求。
- 数据湖建设:MinIO是构建数据湖的理想基础,能够存储并处理多模态数据,支持高级数据分析和机器学习任务。
二、服务搭建
docker单节点部署:
拉取镜像:
docker pull minio/minio
启动容器:
docker run -p 9000:9000 -p 9001:9001 \
--name minio -d \
-d --restart=always \
-e "MINIO_ACCESS_KEY=minioadmin" \
-e "MINIO_SECRET_KEY=minioadmin" \
-v /etc/docker/minio/data:/data \
-v /etc/docker/minio/config:/root/.minio \
minio/minio server \
/data --console-address ":9001" -address ":9000"
注意,要把核心目录挂载到本地,避免容器问题导致数据丢失;9001为console端口,9000为API端口。
启动后访问控制台:ip+port(9001),
账号密码为启动时 MINIO_ACCESS_KEY、MINIO_SECRET_KEY的参数。
三、Python链接操作。
安装minio依赖:pip3 install -U minio
import os
from minio import Minio
from datetime import timedelta
class Client:
def __init__(self, endpoint, access_key, secret_key, secure=False):
self.client = Minio(endpoint=endpoint, access_key=access_key, secret_key=secret_key, secure=secure)
def list_buckets(self):
return self.client.list_buckets()
def make_bucket(self, bucket_name):
if not self.client.bucket_exists(bucket_name):
return self.client.make_bucket(bucket_name=bucket_name)
else:
return f"Bucket {bucket_name} already exists"
def upload_file(self, bucket_name, object_name, file_path):
return self.client.fput_object(bucket_name=bucket_name, object_name=object_name, file_path=file_path)
def share_file(self, bucket_name, object_name, expires=None):
return self.client.presigned_get_object(bucket_name, object_name, expires=timedelta(days=expires))
if __name__ == "__main__":
image_path = "/Users/Downloads/img"
# 地址,用户名,密码
user = Client("xxx.xx.xxx.xx:9000", "xxxxx", "xxxxx")
# 创建bucket
user.make_bucket("d-wan")
# bucket列表
print(user.list_buckets())
# 上传文件
for item in os.listdir(image_path):
print(user.upload_file('d-wan', f"test/{item}", f"{image_path}/{item}").object_name)
# 为文件生成临时链接
print(user.share_file("d-wan", "test/southeast.jpeg", 7))
注意端口为9000的api端口,否则会报错:
执行脚本后上传文件:
四、Spring boot整合MinIO
1.配置文件
minio.accessKey = minioadmin
minio.secretKey = minioadmin
minio.bucket = test
minio.ip = http://xxx.xx.xxx.xx:9001
minio.read = http://xxx.xx.xxx.xx:9000
minio.servlet.multipart.max-file-size = 200MB
minio.servlet.multipart.max-request-size = 200MB
2.config类
@Configuration
public class MinIOConfig {
@Resource
private MinIOProperties minIOProperties;
@Bean
public MinioClient buildMinioClient() {
return MinioClient
.builder()
.credentials(minIOProperties.getAccessKey(), minIOProperties.getSecretKey())
.endpoint(minIOProperties.getIp())
.build();
}
}
3.核心方法
@Component
public class MinIOFacadeImpl implements MinIOFacade {
@Resource
private MinIOProperties minIOProperties;
@Resource
private MinioClient minioClient;
private final static String separator = "/"; //文件夹分隔符
@Override
public String uploadFile(String prefix, String filename, InputStream inputStream) {
String filePath = builderFilePath(prefix, filename);
try {
PutObjectArgs putObjectArgs = PutObjectArgs.builder()
.object(filePath)
.bucket(minIOProperties.getBucket()).stream(inputStream, inputStream.available(), -1)
.build();
minioClient.putObject(putObjectArgs);
return separator + minIOProperties.getBucket() +
separator +
filePath;
} catch (Exception ex) {
throw new RuntimeException("上传文件失败");
}
}
@Override
public String getTemporaryURL(String pathUrl) {
String key = pathUrl.replace(minIOProperties.getIp() + "/", "");
int index = key.indexOf(separator);
String bucket = key.substring(0, index);
String filePath = key.substring(index + 1);
GetPresignedObjectUrlArgs args = GetPresignedObjectUrlArgs.builder()
.bucket(bucket)
.object(filePath)
.expiry(5, TimeUnit.MINUTES)
.method(Method.GET)
.build();
try {
return minioClient.getPresignedObjectUrl(args);
} catch (Exception e) {
e.printStackTrace();
}
return null;
}
@Override
public void delete(String pathUrl) {
String key = pathUrl.replace(minIOProperties.getIp() + "/", "");
int index = key.indexOf(separator);
String bucket = key.substring(0, index);
String filePath = key.substring(index + 1);
// 删除Objects
RemoveObjectArgs removeObjectArgs = RemoveObjectArgs.builder().bucket(bucket).object(filePath).build();
try {
minioClient.removeObject(removeObjectArgs);
} catch (Exception e) {
e.printStackTrace();
}
}
@Override
public byte[] downLoadFile(String pathUrl) {
String key = pathUrl.replace(minIOProperties.getIp() + "/", "");
int index = key.indexOf(separator);
String bucket = key.substring(0, index);
String filePath = key.substring(index + 1);
InputStream inputStream = null;
try {
inputStream = minioClient.getObject(GetObjectArgs.builder().bucket(minIOProperties.getBucket()).object(filePath).build());
} catch (Exception e) {
e.printStackTrace();
}
//字节数组输出流
ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream();
byte[] buff = new byte[100];
int rc = 0;
while (true) {
try {
if (inputStream != null && !((rc = inputStream.read(buff, 0, 100)) > 0)) break;
} catch (IOException e) {
e.printStackTrace();
}
byteArrayOutputStream.write(buff, 0, rc);
}
return byteArrayOutputStream.toByteArray();
}
/**
* 构建文件的绝对路径
*/
public String builderFilePath(String dirPath, String filename) {
StringBuilder stringBuilder = new StringBuilder(50);
if (!StringUtils.isEmpty(dirPath)) {
stringBuilder.append(dirPath).append(separator);
}
SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");
String todayStr = sdf.format(new Date());
stringBuilder.append(todayStr).append(separator);
stringBuilder.append(filename);
return stringBuilder.toString();
}
}