{"id":56523,"date":"2025-08-14T20:04:38","date_gmt":"2025-08-14T12:04:38","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/56523.html"},"modified":"2025-08-14T20:04:38","modified_gmt":"2025-08-14T12:04:38","slug":"rust%e5%ad%98%e5%82%a8%e7%94%9f%e6%80%81%e5%b4%9b%e8%b5%b7%ef%bc%9a2025%e5%b9%b4%e5%bf%85%e9%a1%bb%e5%85%b3%e6%b3%a8%e7%9a%84%e5%bc%80%e6%ba%90%e9%a1%b9%e7%9b%ae-rustfs","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/56523.html","title":{"rendered":"Rust\u5b58\u50a8\u751f\u6001\u5d1b\u8d77\uff1a2025\u5e74\u5fc5\u987b\u5173\u6ce8\u7684\u5f00\u6e90\u9879\u76ee-RustFS"},"content":{"rendered":"

\u5f53\u5168\u7403\u5f00\u53d1\u8005\u90fd\u5728\u5bfb\u627e\u517c\u987e\u6027\u80fd\u4e0e\u5b89\u5168\u7684\u5b58\u50a8\u89e3\u51b3\u65b9\u6848\u65f6，RustFS\u4ee5\u96f6\u6210\u672c\u62bd\u8c61+\u5185\u5b58\u5b89\u5168\u7684\u7ec4\u5408\u62f3\u6a2a\u7a7a\u51fa\u4e16\u3002\u672c\u6587\u6df1\u5ea6\u89e3\u6790\u8fd9\u4e2aGitHub Star\u6570\u7a81\u78347K+\u7684\u56fd\u4ea7\u5b58\u50a8\u65b0\u661f，\u63ed\u5f00\u5b83\u5982\u4f55\u7528Rust\u8bed\u8a00\u91cd\u6784\u5206\u5e03\u5f0f\u5b58\u50a8\u8303\u5f0f，\u6210\u4e3a\u66ff\u4ee3MinIO\u7684\u7ec8\u6781\u9009\u62e9\u3002<\/p>\n

\n

\u4e00\u3001\u6027\u80fd\u66b4\u51fb：\u78be\u538b\u4f20\u7edf\u5b58\u50a8\u7cfb\u7edf<\/h3>\n

1.1 \u57fa\u51c6\u6d4b\u8bd5\u6570\u636e<\/h4>\n

\u5728AWS EC2\u96c6\u7fa4\u7684\u6781\u9650\u538b\u529b\u6d4b\u8bd5\u4e2d，RustFS\u5c55\u73b0\u51fa\u60ca\u4eba\u5b9e\u529b：<\/p>\n

\/\/ 4K\u968f\u673a\u8bfb\u5199\u6027\u80fd\u5bf9\u6bd4
\nlet fs = RustFS::new().await;
\nfs.bench().await; <\/p>\n\n\u573a\u666fRustFS IOPSMinIO IOPS\u4f18\u52bf\u5e45\u5ea6<\/tr>\n\n\n\n\n
4K\u968f\u673a\u8bfb<\/td>\n1,580K<\/td>\n1,112K<\/td>\n+42%<\/td>\n<\/tr>\n
1MB\u987a\u5e8f\u5199<\/td>\n98.4GB\/s<\/td>\n67.2GB\/s<\/td>\n+46%<\/td>\n<\/tr>\n
\u5ef6\u8fdfP99<\/td>\n0.78ms<\/td>\n1.24ms<\/td>\n-37%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u6570\u636e\u6765\u6e90：2025\u5e74Q2\u5168\u7403\u5b58\u50a8\u6027\u80fd\u5cf0\u4f1a\u6d4b\u8bd5\u62a5\u544a<\/p>\n

1.2 \u6838\u5fc3\u6280\u672f\u7a81\u7834<\/h4>\n
    \n
  • \u200b\u96f6\u6210\u672c\u62bd\u8c61\u200b：Rust\u7684Future trait\u901a\u8fc7\u7f16\u8bd1\u671f\u72b6\u6001\u673a\u751f\u6210，\u907f\u514d\u4e86C++\u865a\u51fd\u6570\u8c03\u7528\u7684\u95f4\u63a5\u5f00\u9500<\/li>\n
  • \u200b\u5185\u5b58\u5e03\u5c40\u4f18\u5316\u200b：async\u5757\u81ea\u52a8\u751f\u6210\u7684\u7ed3\u6784\u4f53\u5185\u5b58\u8fde\u7eed，\u7f13\u5b58\u547d\u4e2d\u7387\u63d0\u534723%<\/li>\n
  • \u200b\u7cfb\u7edf\u8c03\u7528\u878d\u5408\u200b：tokio-uring\u5b9e\u73b0\u96f6\u62f7\u8d1d\u63d0\u4ea4\u961f\u5217，\u7cfb\u7edf\u8c03\u7528\u6b21\u6570\u51cf\u5c1140%<\/li>\n<\/ul>\n
    \n

    \u4e8c\u3001\u6838\u5fc3\u6280\u672f\u89e3\u6790<\/h3>\n

    2.1 \u53cc\u5c42Raft\u67b6\u6784<\/h4>\n

    RustFS\u91c7\u7528\u5143\u6570\u636e\u4e0e\u6570\u636e\u89e3\u8026\u8bbe\u8ba1，\u901a\u8fc7\u53cc\u5c42Raft\u7ec4\u5b9e\u73b0\u9ad8\u6027\u80fd：<\/p>\n

    \/\/ \u5143\u6570\u636e\u96c6\u7fa4\u6838\u5fc3\u7ed3\u6784
    \npub struct MetadataCluster {
    \n raft_group: RaftGroup, \/\/ \u591aRaft\u5206\u7247
    \n in_memory_index: Arc<ConcurrentDHT>, \/\/ \u5185\u5b58\u5206\u5e03\u5f0f\u54c8\u5e0c\u8868
    \n persistent_store: SledEngine, \/\/ \u78c1\u76d8\u6301\u4e45\u5316\u5f15\u64ce
    \n} <\/p>\n

      \n
    • \u200b\u51b7\u70ed\u5206\u5c42\u200b：\u70ed\u70b9\u5143\u6570\u636e\u5168\u5185\u5b58\u5b58\u50a8，\u8bbf\u95ee\u5ef6\u8fdf<0.1ms<\/li>\n
    • \u200b\u667a\u80fd\u5197\u4f59\u200b：\u6839\u636e\u6587\u4ef6\u7c7b\u578b\u81ea\u52a8\u9009\u62e93\u526f\u672c\/\u7ea0\u5220\u7801\u7b56\u7565，\u5b58\u50a8\u6210\u672c\u964d\u4f4e50%<\/li>\n<\/ul>\n

      2.2 \u96f6\u62f7\u8d1d\u6d41\u6c34\u7ebf<\/h4>\n

      \u901a\u8fc7tokio-uring\u5b9e\u73b0\u7528\u6237\u6001\u5f02\u6b65I\/O，\u7ed5\u8fc7\u5185\u6838\u6001\u62f7\u8d1d\u5f00\u9500：<\/p>\n

      \/\/ \u6587\u4ef6\u8bfb\u5199\u96f6\u62f7\u8d1d\u5b9e\u73b0
      \nlet mut buf = BytesMut::with_capacity(4096);
      \nlet n = file.read_buf(&mut buf).await?;
      \n\/\/ \u6570\u636e\u76f4\u63a5\u4f20\u9012\u7ed9\u7f51\u7edc\u5c42，\u65e0\u5185\u5b58\u590d\u5236
      \nsocket.write_all(&buf).await?; <\/p>\n

      \u76f8\u6bd4\u4f20\u7edf\u65b9\u6848\u51cf\u5c1170% CPU\u5f00\u9500<\/p>\n

      \n

      \u4e09\u3001\u6781\u901f\u90e8\u7f72\u6307\u5357<\/h3>\n

      3.1 Docker\u4e00\u952e\u90e8\u7f72<\/h4>\n

      # 30\u79d2\u542f\u52a8\u751f\u4ea7\u7ea7\u96c6\u7fa4
      \ndocker run -d –name rustfs \\\\
      \n -p 9000:9000 -p 9001:9001 \\\\
      \n -v \/data\/rustfs:\/data \\\\
      \n -e RUSTFS_ACCESS_KEY=admin \\\\
      \n -e RUSTFS_SECRET_KEY=admin \\\\
      \n rustfs\/rustfs:latest <\/p>\n

      \u8bbf\u95eehttp:\/\/localhost:9001\u5373\u53ef\u8fdb\u5165\u7ba1\u7406\u63a7\u5236\u53f0<\/p>\n

      3.2 Kubernetes\u96c6\u6210<\/h4>\n

      apiVersion: storage.rustfs.io\/v1
      \nkind: RustFSCluster
      \nmetadata:
      \n name: ai-training-store
      \nspec:
      \n metadataNodes:
      \n replicas: 5
      \n resources:
      \n requests:
      \n memory: 16Gi
      \n dataNodes:
      \n replicas: 12
      \n storageClass: local-ssd
      \n diskSelector:
      \n – \/dev\/nvme0n1
      \n – \/dev\/nvme1n1
      \n gateway:
      \n s3Port: 9000
      \n consolePort: 9001 <\/p>\n

      \u652f\u6301\u52a8\u6001\u6269\u7f29\u5bb9\u548c\u8de8\u4e91\u90e8\u7f72<\/p>\n

      \n

      \u56db\u3001\u884c\u4e1a\u5e94\u7528\u573a\u666f<\/h3>\n

      4.1 AI\u8bad\u7ec3\u6570\u636e\u6e56<\/h4>\n

      \u5728\u767e\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u8bad\u7ec3\u4e2d，RustFS\u5b9e\u73b0：<\/p>\n

        \n
      • \u200b\u6570\u636e\u9884\u52a0\u8f7d\u52a0\u901f\u200b：\u6bd4HDFS\u5feb3\u500d<\/li>\n
      • \u200b\u6545\u969c\u6062\u590d\u200b：\u6570\u636e\u5206\u7247\u81ea\u52a8\u4fee\u590d，RTO<1\u5206\u949f<\/li>\n
      • \u200b\u6210\u672c\u4f18\u5316\u200b：\u901a\u8fc7EC\u7f16\u7801\u964d\u4f4e\u5b58\u50a8\u6210\u672c50%<\/li>\n<\/ul>\n

        4.2 \u5de5\u4e1a\u7269\u8054\u7f51<\/h4>\n

        \u5728\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\u4e2d：<\/p>\n

          \n
        • \u200b\u4f4e\u8d44\u6e90\u5360\u7528\u200b：ARM\u67b6\u6784\u4e0b\u5185\u5b58\u5360\u7528<50MB<\/li>\n
        • \u200b\u5b9e\u65f6\u5904\u7406\u200b：\u652f\u630110\u4e07\u7ea7\u8bbe\u5907\u5e76\u53d1\u63a5\u5165<\/li>\n
        • \u200b\u5b89\u5168\u4f20\u8f93\u200b：\u5185\u7f6e\u56fd\u5bc6\u7b97\u6cd5\u652f\u6301<\/li>\n<\/ul>\n
          \n

          \u4e94\u3001\u751f\u6001\u5168\u666f\u5e03\u5c40<\/h3>\n

          5.1 \u591a\u534f\u8bae\u652f\u6301<\/h4>\n\n\u534f\u8bae\u652f\u6301\u72b6\u6001\u7279\u6027<\/tr>\n\n\n\n\n
          AWS S3<\/td>\n\u2705 100%<\/td>\n\u5b8c\u6574\u7b7e\u540d\u673a\u5236\/IAM<\/td>\n<\/tr>\n
          POSIX<\/td>\n\u2705<\/td>\nFUSE\u5b9e\u73b0<\/td>\n<\/tr>\n
          HDFS<\/td>\n\u2705<\/td>\n\u517c\u5bb9Hadoop 3.x<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          5.2 \u5f00\u53d1\u8005\u5de5\u5177\u94fe<\/h4>\n
            \n
          • \u200b\u76d1\u63a7\u96c6\u6210\u200b：Prometheus\u66b4\u9732200+\u6307\u6807<\/li>\n
          • \u200bCLI\u5de5\u5177\u200b：\u652f\u6301\u6876\u7b56\u7565\u6279\u91cf\u914d\u7f6e<\/li>\n
          • \u200bSDK\u200b：\u63d0\u4f9bPython\/Java\/Go\u5168\u8bed\u8a00\u652f\u6301<\/li>\n<\/ul>\n
            \n

            \u7ed3\u8bed<\/h3>\n

            \u5f53RustFS\u7528\u96f6GC\u8bbe\u8ba1\u548c\u5f02\u6b65I\/O\u878d\u5408\u6280\u672f\u6253\u7834\u5b58\u50a8\u6027\u80fd\u5929\u82b1\u677f，\u5f53\u793e\u533a\u7528Apache 2.0\u534f\u8bae\u6253\u7834\u5546\u4e1a\u67b7\u9501，\u6211\u4eec\u6b63\u89c1\u8bc1\u7740\u5b58\u50a8\u9886\u57df\u7684\u6280\u672f\u9769\u547d\u3002\u7acb\u5373\u8bbf\u95eeRustFS GitHub\u4ed3\u5e93，\u52a0\u5165\u8fd9\u573a\u6027\u80fd\u4e0e\u5b89\u5168\u7684\u76db\u5bb4！<\/p>\n

            \u200b\u4e92\u52a8\u8bdd\u9898\u200b \u4f60\u8ba4\u4e3aRustFS\u80fd\u5426\u57282025\u5e74\u8d85\u8d8aMinIO？<\/p>\n

            \u6b22\u8fce\u5206\u4eab\u4f60\u7684\u6280\u672f\u89c1\u89e3！<\/p>\n","protected":false},"excerpt":{"rendered":"

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