【OSS对象存储】Springboot集成阿里云OSS + 私有化部署Minio

一、摘要

1. 掌握阿里云OSS、私有化部署Minio两种对象存储的使用方式
2. 运用工厂+策略模式，封装OSS对象存储API，可实现动态切换
3. Docker部署Minio

二、POM依赖

<!-- 阿里云对象存储 -->
<dependency>
    <groupId>com.aliyun.oss</groupId>
    <artifactId>aliyun-sdk-oss</artifactId>
    <version>3.15.1</version>
</dependency>

<!-- Minio私有化对象存储 -->
<dependency>
    <groupId>io.minio</groupId>
    <artifactId>minio</artifactId>
    <version>8.5.6</version>
</dependency>

三、配置文件

ai-wxapp:
  oss:
  #  strategy: ALI_OSS
  #  endpoint: oss-cn-beijing.aliyuncs.com
  #  accessKeyId: xxxxxx
  #  accessKeySecret: xxxxxx
  #  bucketName: xxxx
  strategy: MinIO
  endpoint: http://localhost:9000
  accessKeyId: xxxxxx
  accessKeySecret: xxxxxx
  bucketName: xxxx

OssConfig.java：

@Data
@Component
@RefreshScope
public class OssConfig {
    @Value("${ai-wxapp.oss.strategy}")
    private String ossStrategy;
    @Value("${ai-wxapp.oss.bucketName}")
    private String bucketName;
    @Value("${ai-wxapp.oss.endpoint}")
    private String endpoint;
    @Value("${ai-wxapp.oss.accessKeyId}")
    private String accessKeyId;
    @Value("${ai-wxapp.oss.accessKeySecret}")
    private String accessKeySecret;
}

四、表结构设计

CREATE TABLE `oss_file` (
  `id` bigint NOT NULL AUTO_INCREMENT,
  `file_id` varchar(50) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NOT NULL COMMENT '文件id',
  `original_file_name` varchar(256) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NOT NULL DEFAULT '' COMMENT '原始文件名',
  `file_ext` varchar(10) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NOT NULL DEFAULT '' COMMENT '文件扩展名',
  `file_path` varchar(512) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NOT NULL DEFAULT '' COMMENT '文件路径',
  `create_by` varchar(256) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NOT NULL DEFAULT '' COMMENT '创建人',
  `create_time` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  `update_by` varchar(256) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci DEFAULT NULL COMMENT '修改人',
  `update_time` timestamp NULL DEFAULT NULL ON UPDATE CURRENT_TIMESTAMP COMMENT '修改时间',
  PRIMARY KEY (`id`),
  UNIQUE KEY `oss_file_unique` (`file_id`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_general_ci COMMENT='对象存储信息表';

五、代码实现

5.1 代码包结构

5.2 API封装

ObjectStorageEnum.java：
```java
/**
 * @ClassName ObjectStorageEnum
 * @Description 对象存储策略枚举
 * @Author shn
 * @Date 2023/11/2 18:17
 * @Version 1.0
 **/
@Getter
public enum ObjectStorageEnum {
    /**
     * 阿里云OSS对象存储
     */
    ALI_OSS,
    /**
     * MinIO私有化对象存储
     */
    MinIO
}

IOssFileRepository.java

public interface IOssFileRepository {

    OssFileEntity getByFileId(String fileId);

    List<OssFileEntity> getByFileIds(List<String> fileIds);

    void saveEntity(OssFileEntity build);
}

ObjectStorageFactory.java

/**
 * @ClassName ObjectStorageFactory
 * @Description 对象存储策略工厂
 * @Author shn
 * @Date 2023/11/2 18:23
 * @Version 1.0
 **/
@Component
public class ObjectStorageFactory implements ApplicationContextAware, InitializingBean {

    private ApplicationContext applicationContext;

    private static final Map<ObjectStorageEnum, ObjectStorage> SERVICES = new HashMap<>();

    /**
     * 根据枚举获取策略实现类实例
     */
    public ObjectStorage getInstance(ObjectStorageEnum storageEnum) {
        return SERVICES.get(storageEnum);
    }

    @Override
    public void afterPropertiesSet() {
        Map<String, ObjectStorage> beans = applicationContext.getBeansOfType(ObjectStorage.class);
        for (ObjectStorage bean : beans.values()) {
            SERVICES.put(bean.getStrategyEnum(), bean);
        }
    }

    @Override
    public void setApplicationContext(@NotNull ApplicationContext applicationContext) throws BeansException {
        this.applicationContext = applicationContext;
    }
}

ObjectStorage.java：

/**
 * @ClassName ObjectStorage
 * @Description 对象存储接口，异常全部对外抛出
 * @Author shn
 * @Date 2023/11/2 17:51
 * @Version 1.0
 **/
public interface ObjectStorage {

    /**
     * 获取策略枚举
     */
    ObjectStorageEnum getStrategyEnum();

    /**
     * 判断对象是否存在
     *
     * @param bucketName 桶名称
     * @param objectName 对象存储全路径，不包含桶名称
     */
    boolean objectExists(String bucketName, String objectName) throws Exception;

    /**
     * 上传对象
     *
     * @param bucketName 桶名称
     * @param objectName 对象存储全路径，不包含桶名称
     * @param in         输入流
     */
    void uploadObject(String bucketName, String objectName, InputStream in) throws Exception;

    /**
     * 下载对象
     *
     * @param bucketName 桶名称
     * @param objectName 对象存储全路径，不包含桶名称
     */
    byte[] downloadObject(String bucketName, String objectName) throws Exception;

    /**
     * 删除对象
     *
     * @param bucketName 桶名称
     * @param objectName 对象存储全路径，不包含桶名称
     */
    void deleteObject(String bucketName, String objectName) throws Exception;

    /**
     * 删除对象
     *
     * @param bucketName  桶名称
     * @param objectNames 对象存储全路径，不包含桶名称
     */
    void deleteObjects(String bucketName, List<String> objectNames);

    /**
     * 判断桶是否存在
     *
     * @param bucketName 桶名称
     */
    boolean bucketExists(String bucketName) throws Exception;

    /**
     * 创建桶
     *
     * @param bucketName 桶名称
     */
    void createBucket(String bucketName) throws Exception;

    /**
     * 删除桶
     *
     * @param bucketName 桶名称
     */
    void deleteBucket(String bucketName) throws Exception;

    /**
     * 列出桶中的对象
     *
     * @param bucketName 桶名称
     */
    List<String> listObjects(String bucketName) throws Exception;

    /**
     * 获取临时授权访问url
     *
     * @param bucketName    桶名称
     * @param objectName    对象存储全路径，不包含桶名称
     * @param expireSeconds 过期时间（单位：秒）
     * @return java.lang.String
     * @author shn 2023/11/8 13:27
     */
    String getTempAccessUrl(String bucketName, String objectName, int expireSeconds);
}

AliOssService.java

/**
 * @ClassName AliOssService
 * @Description 阿里云OSS对象存储
 * @Author shn
 * @Date 2023/11/2 18:10
 * @Version 1.0
 **/
@Slf4j
@Service("aliOssService")
public class AliOssService implements ObjectStorage {

    @Resource
    private OssConfig ossConfig;

    /**
     * 获取ossClient <br>
     * 1）每次请求都创建一个新的ossClient <br>
     * 2）虽然ossClient是线程安全的，但是考虑到OssConfig支持动态刷新，所以这里没有设计为单例。<br>
     * 3）因此ossClient需要手动关闭
     * 参考：<a href="https://help.aliyun.com/zh/oss/developer-reference/initialization-3">...</a> <br>
     */
    private OSS getOssClient() {
        return new OSSClientBuilder().build(ossConfig.getEndpoint(),
                ossConfig.getAccessKeyId(), ossConfig.getAccessKeySecret());
    }

    /**
     * 关闭ossClient
     */
    private void close(OSS ossClient) {
        if (ossClient != null) {
            ossClient.shutdown();
        }
    }

    @Override
    public ObjectStorageEnum getStrategyEnum() {
        return ObjectStorageEnum.ALI_OSS;
    }

    @Override
    public boolean objectExists(String bucketName, String objectName) {
        OSS ossClient = getOssClient();
        try {
            boolean bucketExist = ossClient.doesBucketExist(bucketName);
            if (!bucketExist) {
                return false;
            }
            boolean exists = ossClient.doesObjectExist(bucketName, objectName);
            if (!exists) {
                return false;
            }
        } finally {
            close(ossClient);
        }
        return true;
    }

    @Override
    public void uploadObject(String bucketName, String objectName, InputStream in) throws Exception {
        if (in.available() <= 0) {
            throw new IOException("输入流为空");
        }
        OSS ossClient = getOssClient();
        try {
            boolean bucketExist = ossClient.doesBucketExist(bucketName);
            if (!bucketExist) {
                throw new ServiceException("bucket不存在");
            }
            ossClient.putObject(bucketName, objectName, in);
            log.info("文件上传OSS成功，文件路径: {}", objectName);
        } finally {
            close(ossClient);
            in.close();
        }
    }

    @Override
    public byte[] downloadObject(String bucketName, String objectName) {
        OSS ossClient = getOssClient();
        try {
            boolean exists = ossClient.doesObjectExist(bucketName, objectName);
            if (!exists) {
                throw new ServiceException("文件不存在");
            }
            // ossObject包含文件所在的存储空间名称、文件名称、文件元信息以及一个输入流。
            OSSObject ossObject = ossClient.getObject(bucketName, objectName);
            InputStream in = ossObject.getObjectContent();
            // 该API默认会关闭流
            return IoUtil.readBytes(in);
        } finally {
            close(ossClient);
        }
    }

    @Override
    public void deleteObject(String bucketName, String objectName) {
        OSS ossClient = getOssClient();
        try {
            // 删除文件或目录。如果要删除目录，目录必须为空。
            ossClient.deleteObject(bucketName, objectName);
        } finally {
            close(ossClient);
        }
    }

    @Override
    public void deleteObjects(String bucketName, List<String> objectNames) {
        OSS ossClient = getOssClient();
        try {
            DeleteObjectsRequest request = new DeleteObjectsRequest(bucketName);
            request.setKeys(objectNames);
            // 静默删除，删除操作不返回删除结果信息，效率高，需结合业务场景选择是否开启
            request.setQuiet(true);
            ossClient.deleteObjects(request);
        } finally {
            close(ossClient);
        }
    }

    @Override
    public boolean bucketExists(String bucketName) {
        OSS ossClient = getOssClient();
        try {
            // 判断存储空间是否存在
            boolean exists = ossClient.doesBucketExist(bucketName);
            if (!exists) {
                return false;
            }
        } finally {
            close(ossClient);
        }
        return true;
    }

    @Override
    public void createBucket(String bucketName) {
        OSS ossClient = getOssClient();
        try {
            // 创建CreateBucketRequest对象。
            CreateBucketRequest createBucketRequest = new CreateBucketRequest(bucketName);
            // 如果创建存储空间的同时需要指定存储类型、存储空间的读写权限、数据容灾类型, 请参考如下代码。
            // 此处以设置存储空间的存储类型为标准存储为例介绍。
            //createBucketRequest.setStorageClass(StorageClass.Standard);
            // 数据容灾类型默认为本地冗余存储，即DataRedundancyType.LRS。如果需要设置数据容灾类型为同城冗余存储，请设置为DataRedundancyType.ZRS。
            //createBucketRequest.setDataRedundancyType(DataRedundancyType.ZRS);
            // 设置存储空间读写权限为公共读，默认为私有。
            //createBucketRequest.setCannedACL(CannedAccessControlList.PublicRead);
            // 在支持资源组的地域创建Bucket时，您可以为Bucket配置资源组。
            //createBucketRequest.setResourceGroupId(rsId);

            // 创建存储空间
            ossClient.createBucket(createBucketRequest);
        } finally {
            close(ossClient);
        }
    }

    @Override
    public void deleteBucket(String bucketName) {
        OSS ossClient = getOssClient();
        try {
            // 删除存储空间
            ossClient.deleteBucket(bucketName);
        } finally {
            close(ossClient);
        }
    }

    @Override
    public List<String> listObjects(String bucketName) {
        return null;
    }

    @Override
    public String getTempAccessUrl(String bucketName, String objectName, int expireSeconds) {
        OSS ossClient = getOssClient();
        try {
            boolean exists = ossClient.doesObjectExist(bucketName, objectName);
            if (!exists) {
                throw new ServiceException("文件不存在");
            }
            String url = ossClient.generatePresignedUrl(
                    bucketName, objectName, DateUtil.offsetSecond(new Date(), expireSeconds)).toString();
            return StringUtil.replaceHttp2Https(url);
        } finally {
            close(ossClient);
        }
    }
}

MinIoService.java：

@Slf4j
@Service("minIoService")
public class MinIoService implements ObjectStorage {

    @Resource
    private OssConfig ossConfig;

    /**
     * 获取 MinioClient，每次请求都创建一个新的 MinioClient
     */
    private MinioClient getMinioClient() {
        return MinioClient.builder()
                .endpoint(ossConfig.getEndpoint())
                .credentials(ossConfig.getAccessKeyId(), ossConfig.getAccessKeySecret())
                .build();
    }

    @Override
    public ObjectStorageEnum getStrategyEnum() {
        return ObjectStorageEnum.MinIO;
    }

    @SneakyThrows(Exception.class)
    @Override
    public boolean objectExists(String bucketName, String objectName) {
        return false;
    }

    @SneakyThrows(Exception.class)
    @Override
    public void uploadObject(String bucketName, String objectName, InputStream in) {
        if (in.available() <= 0) {
            throw new IOException("输入流为空");
        }
        try {
            getMinioClient().putObject(
                    PutObjectArgs.builder().bucket(bucketName).object(objectName)
                            .stream(in, in.available(), -1).build());
            log.info("文件上传Minio成功，文件路径: {}", objectName);
        } finally {
            in.close();
        }
    }

    @SneakyThrows(Exception.class)
    @Override
    public byte[] downloadObject(String bucketName, String objectName) {
        InputStream in = getMinioClient().getObject(
                GetObjectArgs.builder().bucket(bucketName).object(objectName).build());
        // 该API默认会关闭流
        return IoUtil.readBytes(in);
    }

    @SneakyThrows(Exception.class)
    @Override
    public void deleteObject(String bucketName, String objectName) {
        getMinioClient().removeObject(
                RemoveObjectArgs.builder().bucket(bucketName).object(objectName).build());
    }

    @SneakyThrows(Exception.class)
    @Override
    public void deleteObjects(String bucketName, List<String> objectNames) {
        if (CollectionUtil.isEmpty(objectNames)) {
            return;
        }
        getMinioClient().removeObjects(
                RemoveObjectsArgs.builder()
                        .bucket(bucketName)
                        .objects(objectNames.stream().map(DeleteObject::new).collect(Collectors.toList()))
                        .build());
    }

    @SneakyThrows(Exception.class)
    @Override
    public boolean bucketExists(String bucketName) {
        return getMinioClient().bucketExists(BucketExistsArgs.builder().bucket(bucketName).build());
    }

    @SneakyThrows(Exception.class)
    @Override
    public void createBucket(String bucketName) {
        MinioClient minioClient = getMinioClient();
        boolean exist = minioClient.bucketExists(BucketExistsArgs.builder().bucket(bucketName).build());
        if (!exist) {
            minioClient.makeBucket(MakeBucketArgs.builder().bucket(bucketName).build());
        }
    }

    @SneakyThrows(Exception.class)
    @Override
    public void deleteBucket(String bucketName) {
        getMinioClient().removeBucket(RemoveBucketArgs.builder().bucket(bucketName).build());
    }

    @SneakyThrows(Exception.class)
    @Override
    public List<String> listObjects(String bucketName) {
        return null;
    }

    @SneakyThrows(Exception.class)
    @Override
    public String getTempAccessUrl(String bucketName, String objectName, int expireSeconds) {
        String url = getMinioClient().getPresignedObjectUrl(
                GetPresignedObjectUrlArgs.builder()
                        .method(Method.GET)
                        .bucket(bucketName)
                        .object(objectName)
                        .expiry(expireSeconds).build());
        log.info("Minio origin url: {}", url);
        return url;
    }
}

5.3 增删改查

OssFileEntity.java：

@Data
@NoArgsConstructor
@AllArgsConstructor
@Builder
public class OssFileEntity {

    private String fileId;

    private String originalFileName;

    private String fileExt;

    private String filePath;
}
IOssFileService.java
```java
public interface IOssFileService {

    OssFileEntity getByFileId(String fileId);

    byte[] downloadFile(String fileId) throws Exception;

    void deleteFiles(List<String> fileIds);

    String uploadFile(byte[] fileBytes, String originalFileName);

    String getTempAccessUrl(String fileId, int expireSeconds);

}

OssFileService.java

@Slf4j
@Service
public class OssFileService implements IOssFileService {

    @Resource
    private OssConfig ossConfig;
    @Resource
    private ObjectStorageFactory objectStorageFactory;
    @Resource
    private RedisUtils redisUtils;
    @Resource
    private IOssFileRepository ossFileRepository;

    private ObjectStorage getObjectStorage() {
        return objectStorageFactory.getInstance(ObjectStorageEnum.valueOf(ossConfig.getOssStrategy()));
    }

    public OssFileEntity getByFileId(String fileId) {
        OssFileEntity entity = ossFileRepository.getByFileId(fileId);
        if (entity == null) {
            throw new ServiceException(CommonError.OSS_FILE_NOT_EXIST);
        }
        return entity;
    }

    public byte[] downloadFile(String fileId) throws Exception {
        OssFileEntity entity = getByFileId(fileId);
        return getObjectStorage().downloadObject(ossConfig.getBucketName(), entity.getFilePath());
    }

    public void deleteFiles(List<String> fileIds) {
        List<OssFileEntity> list = ossFileRepository.getByFileIds(fileIds);
        if (CollectionUtil.isEmpty(list)) {
            return;
        }
        getObjectStorage().deleteObjects(ossConfig.getBucketName(),
                list.stream().map(OssFileEntity::getFilePath).collect(Collectors.toList()));
    }

    /**
     * 文件上传oss
     *
     * @param fileBytes        文件
     * @param originalFileName 文件原始名称
     * @return java.lang.String 文件id
     * @author shn 2023/12/13 11:42
     */
    public String uploadFile(byte[] fileBytes, String originalFileName) {
        if (ArrayUtil.isEmpty(fileBytes)
                || StringUtils.isBlank(originalFileName)) {
            throw new ServiceException(CommonError.OSS_FILE_UPLOAD_ERROR);
        }
        // 上传oss
        String fileId = this.generateFileId();
        String fileExtension = FileUtil.getFileExtension(originalFileName);
        String filePath = buildFilePath(fileId, fileExtension);
        try {
            InputStream inputStream = new ByteArrayInputStream(fileBytes);
            getObjectStorage().uploadObject(ossConfig.getBucketName(), filePath, inputStream);
        } catch (Exception e) {
            log.error("文档上传失败", e);
            throw new ServiceException(CommonError.OSS_FILE_UPLOAD_ERROR);
        }

        // 保存数据库
        ossFileRepository.saveEntity(OssFileEntity.builder()
                .fileId(fileId)
                .originalFileName(originalFileName)
                .fileExt(fileExtension)
                .filePath(filePath)
                .build());

        return fileId;
    }

    /**
     * 获取临时url
     *
     * @param fileId        文件id
     * @param expireSeconds 过期时间（秒）
     * @return java.lang.String
     * @author shn 2024/05/29 15:36
     */
    public String getTempAccessUrl(String fileId, int expireSeconds) {
        OssFileEntity entity = getByFileId(fileId);

        // 先查缓存
        String key = String.format(RedisKeys.OSS_FILE_URL_KEY, fileId);
        if (redisUtils.hasKey(key) && redisUtils.getExpire(key) > 0L) {
            return String.valueOf(redisUtils.get(key));
        }

        // 缓存不存在，则从OSS获取临时URL。设置OSS过期时间比 Redis晚2秒，保证 URL一直可用。
        String url = getObjectStorage().getTempAccessUrl(
                ossConfig.getBucketName(), entity.getFilePath(), expireSeconds + 2);
        // 保存临时URL到Redis
        redisUtils.set(key, url, expireSeconds, TimeUnit.SECONDS);

        return url;
    }

    /**
     * 构建文件存储路径
     */
    @NotNull
    private static String buildFilePath(String fileId, String fileExtension) {
        return DateUtil.today() + "/" + fileId + fileExtension;
    }

    /**
     * 生成文件id
     */
    private String generateFileId() {
        String fileId = "file_" + IdUtil.simpleUUID();
        log.info("generate new file id: {}", fileId);
        return fileId;
    }
}

六、扩展

6.1 Minio配置https访问

目标：实现https域名访问minio控制台、资源
步骤：
1）前往阿里云下载Apache证书文件

2）修改公钥和私钥文件名为private.key、public.crt 并上传至服务端

3）Nginx配置

upstream minio_s3 {
   #least_conn;
   server 127.0.0.1:9000;
}

upstream minio_console {
   #least_conn;
   server 127.0.0.1:9001;
}

server {
    listen 80;
    server_name huiling.xxxx.com;
    
    listen 443 ssl;
    server_name huiling.xxxx.com;
    # SSL-START SSL相关配置，请勿删除或修改下一行带注释的404规则
    # error_page 404/404.html;
    ssl_certificate     /etc/nginx/ssl/huiling/huiling.xxxx.com.pem;  # pem文件的路径
    ssl_certificate_key  /etc/nginx/ssl/huiling/huiling.xxxx.com.key; # key文件的路径
    ssl_protocols TLSv1 TLSv1.1 TLSv1.2;
    ssl_ciphers ECDHE-RSA-AES128-GCM-SHA256:HIGH:!aNULL:!MD5:!RC4:!DHE;
    ssl_prefer_server_ciphers on;
    ssl_session_cache shared:SSL:10m;
    ssl_session_timeout 10m;
    # error_page 497  https://$host$request_uri;

    proxy_buffering off;
    proxy_request_buffering off;
    
    location / {
      client_max_body_size 10m;
      proxy_set_header Host $http_host;
      proxy_set_header X-Real-IP $remote_addr;
      proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
      proxy_set_header X-Forwarded-Proto $scheme;

      proxy_connect_timeout 300;
      # Default is HTTP/1, keepalive is only enabled in HTTP/1.1
      proxy_http_version 1.1;
      proxy_set_header Connection "";
      chunked_transfer_encoding off;

      proxy_pass https://minio_s3; # This uses the upstream directive definition to load balance
   }

   location /minio/ui/ {
      rewrite ^/minio/ui/(.*) /$1 break;
      proxy_set_header Host $http_host;
      proxy_set_header X-Real-IP $remote_addr;
      proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
      proxy_set_header X-Forwarded-Proto $scheme;
      proxy_set_header X-NginX-Proxy true;

      # This is necessary to pass the correct IP to be hashed
      real_ip_header X-Real-IP;

      proxy_connect_timeout 300;

      # To support websockets in MinIO versions released after January 2023
      proxy_http_version 1.1;
      proxy_set_header Upgrade $http_upgrade;
      proxy_set_header Connection "upgrade";
      # Some environments may encounter CORS errors (Kubernetes + Nginx Ingress)
      # Uncomment the following line to set the Origin request to an empty string
      # proxy_set_header Origin '';

      chunked_transfer_encoding off;

      proxy_pass https://minio_console; # This uses the upstream directive definition to load balance
   }
}

4）Docker启动配置

# 定义compose语义版本
version: '3.8'
# 定义服务
services:
  minio:
    image: minio/minio:latest
    container_name: minio
    restart: unless-stopped
    command: server /data --console-address ":9001" -address ":9000"
    environment:
      TZ: Asia/Shanghai
      LANG: en_US.UTF-8
      MINIO_SERVER_URL: https://huiling.xxx.com
      MINIO_BROWSER_REDIRECT_URL: https://huiling.xxx.com/minio/ui
      MINIO_ROOT_USER: minioadmin
      MINIO_ROOT_PASSWORD: minioadmin9339
    volumes:
      - "/usr/local/docker/minio/data:/data"
      - "/usr/local/docker/minio/config:/root/.minio"
    ports:
      - "9000:9000"
      - "9001:9001"

5）验证

原文地址：https://blog.csdn.net/mst_sun/article/details/140635953

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