{"id":29861,"date":"2022-12-17T09:07:34","date_gmt":"2023-09-05T08:39:58","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%88%9b%e5%bb%ba%e4%b8%80%e4%b8%aa%e5%8f%af%e4%bb%a5%e6%96%b9%e4%be%bf%e5%9c%b0%e5%b0%9d%e8%af%95%e6%9f%a5%e8%af%a2%e7%9a%84mongodb%e7%8e%af%e5%a2%83%e3%80%82\/"},"modified":"2025-08-12T16:17:25","modified_gmt":"2025-08-12T08:17:25","slug":"%e5%88%9b%e5%bb%ba%e4%b8%80%e4%b8%aa%e5%8f%af%e4%bb%a5%e6%96%b9%e4%be%bf%e5%9c%b0%e5%b0%9d%e8%af%95%e6%9f%a5%e8%af%a2%e7%9a%84mongodb%e7%8e%af%e5%a2%83%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%88%9b%e5%bb%ba%e4%b8%80%e4%b8%aa%e5%8f%af%e4%bb%a5%e6%96%b9%e4%be%bf%e5%9c%b0%e5%b0%9d%e8%af%95%e6%9f%a5%e8%af%a2%e7%9a%84mongodb%e7%8e%af%e5%a2%83%e3%80%82\/","title":{"rendered":"\u521b\u5efa\u4e00\u4e2a\u53ef\u4ee5\u65b9\u4fbf\u5730\u5c1d\u8bd5\u67e5\u8be2\u7684MongoDB\u73af\u5883"},"content":{"rendered":"

\u6211\u60f3\u65b9\u4fbf\u5730\u5c1d\u8bd5MongoDB\u7684\u67e5\u8be2\uff0c\u6240\u4ee5\u8fd9\u662f\u6211\u6784\u5efa\u8be5\u73af\u5883\u65f6\u7684\u8bb0\u5f55\u3002<\/p>\n

\u5728\u5bfb\u627e\u5de5\u5177\u65f6\uff0c\u6211\u6839\u636e\u4ee5\u4e0b\u4e09\u4e2a\u6761\u4ef6\u8fdb\u884c\u4e86\u7b5b\u9009\uff0c\u4f46\u5f88\u96be\u627e\u5230\u540c\u65f6\u6ee1\u8db3\u8fd9\u4e09\u4e2a\u6761\u4ef6\u7684\u5de5\u5177\uff0c\u6700\u7ec8\u6211\u9009\u62e9\u4e86\u5c06Mongo Express\u548cJupyter Notebook\u7ec4\u5408\u5728\u4e00\u8d77\u3002\u8fd9\u4e2a\u7ec4\u5408\u63d0\u4f9b\u4e86Web\u7528\u6237\u754c\u9762\u3002<\/p>\n

    \n
  1. \n
      \u591a\u4eba\u80fd\u591f\u65b9\u4fbf\u5730\u901a\u8fc7Web\u7528\u6237\u754c\u9762\u8bbf\u95ee<\/ol>\n<\/li>\n<\/ol>\n

       <\/p>\n

        \n
      1. \n
          \u80fd\u591f\u8f7b\u677e\u8f93\u5165\u793a\u4f8b\u6570\u636e<\/ol>\n<\/li>\n<\/ol>\n

           <\/p>\n

            \u80fd\u591f\u6267\u884c\u805a\u5408\u67e5\u8be2<\/ol>\n

            \u8bf7\u63d0\u4f9b\u60a8\u9700\u8981\u7ffb\u8bd1\u7684\u6574\u4e2a\u53e5\u5b50\u6216\u53e5\u5b50\u4e0a\u4e0b\u6587\uff0c\u4ee5\u4fbf\u6211\u53ef\u4ee5\u4e3a\u60a8\u63d0\u4f9b\u51c6\u786e\u7684\u4e2d\u6587\u7ffb\u8bd1\u3002<\/h2>\n

            Dockerfile \u7684\u542b\u4e49\u662f\u4ec0\u4e48\uff1f<\/p>\n

            \r\nFROM<\/span> jupyter\/scipy-notebook<\/span>\r\nENV<\/span> TZ=Asia\/Tokyo<\/span>\r\nUSER<\/span> root<\/span>\r\nRUN <\/span>pip install <\/span>pymongo\r\nUSER<\/span> $NB_UID<\/span>\r\n<\/code><\/pre>\n
            docker-compose.yml\u7684\u4e2d\u6587\u91ca\u4e49<\/p>\n
            version<\/span>:<\/span> '<\/span>3.1'<\/span>\r\n\r\nservices<\/span>:<\/span>\r\n  mongo<\/span>:<\/span>\r\n    image<\/span>:<\/span> mongo:3<\/span>\r\n    environment<\/span>:<\/span>\r\n      MONGO_INITDB_ROOT_USERNAME<\/span>:<\/span> root<\/span>\r\n      MONGO_INITDB_ROOT_PASSWORD<\/span>:<\/span> example<\/span>\r\n    volumes<\/span>:<\/span>\r\n      -<\/span> .\/data\/db:\/data\/db<\/span>\r\n      -<\/span> .\/data\/configdb:\/data\/configdb<\/span>\r\n\r\n  mongo-express<\/span>:<\/span>\r\n    image<\/span>:<\/span> mongo-express<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> 8081:8081<\/span>\r\n    restart<\/span>:<\/span> on-failure:10<\/span>\r\n    depends_on<\/span>:<\/span>\r\n      -<\/span> mongo<\/span>\r\n    environment<\/span>:<\/span>\r\n      ME_CONFIG_MONGODB_ADMINUSERNAME<\/span>:<\/span> root<\/span>\r\n      ME_CONFIG_MONGODB_ADMINPASSWORD<\/span>:<\/span> example<\/span>\r\n\r\n  jupyter-notebook<\/span>:<\/span>\r\n    build<\/span>:<\/span> .<\/span>\r\n    volumes<\/span>:<\/span>\r\n      -<\/span> .\/data\/notebook:\/home\/jovyan\/work<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> \"<\/span>8888:8888\"<\/span>\r\n    environment<\/span>:<\/span>\r\n      JUPYTER_TOKEN<\/span>:<\/span> jupyter<\/span>\r\n    depends_on<\/span>:<\/span>\r\n      -<\/span> mongo<\/span>\r\n\r\n<\/code><\/pre>\n
            \u958b\u767a\u6642\u306e\u4e00\u6642\u5229\u7528\u306a\u306e\u3067\u3001 restart:always \u306f\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u305b\u3093\u3002
            \n\u3057\u304b\u3057\u3001 mongo-express \u304cMongoDB\u304c\u7acb\u3061\u4e0a\u304c\u308b\u524d\u306b\u8d77\u52d5\u3057\u63a5\u7d9a\u30a8\u30e9\u30fc\u3067\u843d\u3061\u3066\u3057\u307e\u3046\u306e\u3067\u3001restart: on-failure:10 \u3092\u8a2d\u5b9a\u3057\u3001\u518d\u8a66\u884c\u3059\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
            \u5f00\u59cb\u8fd0\u884c<\/h2>\n
            docker-compose up -d\r\n<\/code><\/pre>\n
            MongoDB\u304c\u7acb\u3061\u4e0a\u304c\u308b\u306e\u306b\u5c11\u3057\u3001\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n
            \u6267\u884c<\/h2>\n
            \u4f7f\u7528Mongo Express\u6295\u5165\u6837\u672c\u6570\u636e\u3002<\/h3>\n
            \u8bbf\u95ee\u7f51\u5740\uff1ahttp:\/\/localhost:8081
            \n\u53ef\u4ee5\u8f7b\u677e\u521b\u5efa\u6570\u636e\u5e93\u3001\u96c6\u5408\u548c\u6587\u6863\u3002<\/p>\n
            \u4f7f\u7528”Create Database – Create Collection”\u6765\u521b\u5efa\u4e00\u4e2a\u540d\u4e3atest\u548cinventory\u7684Collection\u3002\u5728New Document\u4e2d\u590d\u5236\u7c98\u8d34\u4ee5\u4e0b\u5185\u5bb9\u5e76\u4fdd\u5b58\uff1a[
            \n{ item: “journal”, qty: 25, status: “A”, size: { h: 14, w: 21, uom: “cm” }, tags: [ “blank”, “red” ] },
            \n{ item: “notebook”, qty: 50, status: “A”, size: { h: 8.5, w: 11, uom: “in” }, tags: [ “red”, “blank” ] },
            \n{ item: “paper”, qty: 10, status: “D”, size: { h: 8.5, w: 11, uom: “in” }, tags: [ “red”, “blank”, “plain” ] },
            \n{ item: “planner”, qty: 0, status: “D”, size: { h: 22.85, w: 30, uom: “cm” }, tags: [ “blank”, “red” ] },
            \n{ item: “postcard”, qty: 45, status: “A”, size: { h: 10, w: 15.25, uom: “cm” }, tags: [ “blue” ] }
            \n]<\/p>\n<\/details>\n
            \u4eceJupyter\u7b14\u8bb0\u672c\u8fde\u63a5<\/h3>\n
            \u8bbf\u95ee\u5730\u70b9\uff1ahttp:\/\/localhost:8888\/?token=jupyter<\/p>\n
            \u4eceJupyter notebook\u4e2d\u8bbf\u95ee\u5728\u4e0a\u9762\u521b\u5efa\u7684\u6d4b\u8bd5\u6570\u636e\u3002
            \n\u4eceJupyter notebook\u5bb9\u5668\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528mongodb:\/\/root:example@mongo:27017\/\u8bbf\u95eeMongoDB\u3002<\/p>\n
            \u6bd4\u5982\uff0c\u5982\u679c\u8981\u7edf\u8ba1\u6309\u7167\u72b6\u6001\u5206\u7ec4\u7684\u6570\u91cf\uff0c\u53ef\u4ee5\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u3002<\/p>\n
            import<\/span> pymongo<\/span>\r\nclient<\/span> =<\/span> pymongo<\/span>.<\/span>MongoClient<\/span>(<\/span>'mongodb:\/\/root:example@mongo:27017\/'<\/span>)<\/span>\r\ncol<\/span> =<\/span> client<\/span>.<\/span>test<\/span>.<\/span>inventory<\/span>\r\n\r\npipeline<\/span> =<\/span> [<\/span>\r\n    {<\/span>\r\n        \"$group\"<\/span>:<\/span> {<\/span>\"_id\"<\/span>:<\/span> \"$status\"<\/span>,<\/span> \"count\"<\/span>:<\/span> {<\/span>\"$sum\"<\/span>:<\/span>1<\/span>}}<\/span>\r\n    }<\/span>\r\n]<\/span>\r\nlist<\/span>(<\/span>col<\/span>.<\/span>aggregate<\/span>(<\/span>pipeline<\/span>))<\/span> # ==> [{'_id': 'D', 'count': 2}, {'_id': 'A', 'count': 3}]\r\n<\/span><\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"
            \u6211\u60f3\u65b9\u4fbf\u5730\u5c1d\u8bd5MongoDB\u7684\u67e5\u8be2\uff0c\u6240\u4ee5\u8fd9\u662f\u6211\u6784\u5efa\u8be5\u73af\u5883\u65f6\u7684\u8bb0\u5f55\u3002 \u5728\u5bfb\u627e\u5de5\u5177\u65f6\uff0c\u6211\u6839\u636e\u4ee5\u4e0b\u4e09\u4e2a\u6761\u4ef6\u8fdb\u884c\u4e86\u7b5b\u9009 […]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[227],"class_list":["post-29861","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-227"],"yoast_head":"\n\u521b\u5efa\u4e00\u4e2a\u53ef\u4ee5\u65b9\u4fbf\u5730\u5c1d\u8bd5\u67e5\u8be2\u7684MongoDB\u73af\u5883 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u521b\u5efa\u4e00\u4e2a\u53ef\u4ee5\u65b9\u4fbf\u5730\u5c1d\u8bd5\u67e5\u8be2\u7684MongoDB\u73af\u5883\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u521b\u5efa\u4e00\u4e2a\u53ef\u4ee5\u65b9\u4fbf\u5730\u5c1d\u8bd5\u67e5\u8be2\u7684mongodb\u73af\u5883\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u521b\u5efa\u4e00\u4e2a\u53ef\u4ee5\u65b9\u4fbf\u5730\u5c1d\u8bd5\u67e5\u8be2\u7684MongoDB\u73af\u5883\" \/>\n<meta property=\"og:description\" content=\"\u5173\u4e8e\u521b\u5efa\u4e00\u4e2a\u53ef\u4ee5\u65b9\u4fbf\u5730\u5c1d\u8bd5\u67e5\u8be2\u7684MongoDB\u73af\u5883\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u521b\u5efa\u4e00\u4e2a\u53ef\u4ee5\u65b9\u4fbf\u5730\u5c1d\u8bd5\u67e5\u8be2\u7684mongodb\u73af\u5883\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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