{"id":29544,"date":"2023-07-30T14:47:15","date_gmt":"2023-08-27T08:38:46","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8-windows-10-%e4%b8%8a%e5%ae%89%e8%a3%85-mongodb-%e5%b9%b6%e4%bb%8e-python-%e4%b8%ad%e4%bd%bf%e7%94%a8%e3%80%82\/"},"modified":"2025-08-12T14:39:00","modified_gmt":"2025-08-12T06:39:00","slug":"%e5%9c%a8-windows-10-%e4%b8%8a%e5%ae%89%e8%a3%85-mongodb-%e5%b9%b6%e4%bb%8e-python-%e4%b8%ad%e4%bd%bf%e7%94%a8%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8-windows-10-%e4%b8%8a%e5%ae%89%e8%a3%85-mongodb-%e5%b9%b6%e4%bb%8e-python-%e4%b8%ad%e4%bd%bf%e7%94%a8%e3%80%82\/","title":{"rendered":"\u5728 Windows 10 \u4e0a\u5b89\u88c5 MongoDB \u5e76\u4ece Python \u4e2d\u4f7f\u7528"},"content":{"rendered":"

\u306f\u3058\u3081\u306b\u4e3a\u4e86\u51c6\u5907\u4f7f\u7528 Azure Cosmos DB\uff08\u6587\u6863+MongoDB API+Python\uff09\uff0c\u6211\u91cd\u65b0\u5ba1\u89c6\u4e86\u4e4b\u524d\u5728\u624b\u5934\u6574\u7406\u7684MongoDB\u4fe1\u606f\u3002<\/p>\n

MongoDB \u3068\u306f<\/p>\n

MongoDB\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6307\u5411\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08NoSQL\uff09\u3067\u3059\u3002
\nRDBMS\u306e\u3088\u3046\u306b\u30ec\u30b3\u30fc\u30c9\u3092\u30c6\u30fc\u30d6\u30eb\u306b\u683c\u7d0d\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u300d\u3068\u547c\u3070\u308c\u308b\u69cb\u9020\u7684\u30c7\u30fc\u30bf\u3092JSON\u30e9\u30a4\u30af\u306a\u5f62\u5f0f\u3067\u8868\u73fe\u3057\u3001\u305d\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u96c6\u5408\u3092\u300c\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u300d\u3068\u3057\u3066\u7ba1\u7406\u3057\u307e\u3059\u3002<\/p><\/blockquote>\n

\u6700\u8fd1\u3067\u306f\u3001\u69d8\u3005\u306a RDBMS \u304c JSON \u3092\u76f4\u63a5\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u308b\u306e\u3067\u3001MongoDB \u3067\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u306f\u3042\u307e\u308a\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u306d\u3002\u30b9\u30b1\u30fc\u30eb\u306e\u7279\u5fb4\u3068\u3044\u3046\u304b\u76ee\u7684\u306b\u5fdc\u3058\u3066\u3068\u3044\u3063\u305f\u3068\u3053\u308d\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n

Azure Cosmos DB \u662f\u4ec0\u4e48\uff1f<\/p>\n

Azure Cosmos DB \u306f\u3001\u30bf\u30fc\u30f3\u30ad\u30fc\u30b0\u30ed\u30fc\u30d0\u30eb\u914d\u5e03\u3068\u900f\u904e\u7684\u306a\u30de\u30eb\u30c1\u30de\u30b9\u30bf\u30fc\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5099\u3048\u305f\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u300299\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb\u3067\u306e10\u30df\u30ea\u79d2\u672a\u6e80\u306e\u8aad\u307f\u66f8\u304d\u5f85\u6a5f\u6642\u9593\u3001\u4e16\u754c\u898f\u6a21\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u81ea\u52d5\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u300199.999% \u306e\u9ad8\u53ef\u7528\u6027\u304c\u5b9f\u73fe\u3057\u3001\u660e\u78ba\u306b\u5b9a\u7fa9\u3055\u308c\u305f5\u7a2e\u985e\u306e\u6574\u5408\u6027\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3059\u3079\u3066\u3001\u696d\u754c\u30c8\u30c3\u30d7\u30ec\u30d9\u30eb\u306e\u5305\u62ec\u7684\u306a SLA \u306e\u5bfe\u8c61\u3068\u306a\u308a\u307e\u3059\u3002<\/p><\/blockquote>\n

\u542c\u8bf4\u662f\u8fd9\u6837\u7684\uff0c\u5927\u6982\u662f\u8fd9\u4e2a\u6837\u5b50\u3002<\/p>\n

Azure Cosmos DB \u306f\u3001\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u65b9\u5f0f\u3068API\u3092\u9078\u629e\u3067\u304d\u308b\u5206\u6563\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u57fa\u76e4\u3067\u3001\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u65b9\u5f0f\u306f\u3001Document\u3001Graph\u3001Key-Value \u306e\uff13\u3064\u306e NoSQL \u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u304b\u3089\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3067\u5229\u7528\u3067\u304d\u308b API \u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p><\/blockquote>\n

Azure Cosmos DB \u3092\u4f7f\u3063\u3066\u307f\u308b\u3068\u3044\u3046\u76ee\u6a19\u306b\u5411\u3051\u3066\u3001\u4eca\u56de\u306f MongoDB + PyMongo API + Python \u3092\u8a66\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n

\u74b0\u5883<\/p>\n
    \n
  • \n
      Windows 10 Pro x64 1909<\/ul>\n<\/li>\n<\/ul>\n

       <\/p>\n

        \n
      • \n
          Power Shell 6 x64<\/ul>\n<\/li>\n<\/ul>\n

           <\/p>\n

            \n
          • \n
              Visual Studio Code 1.42.1 x64<\/ul>\n<\/li>\n<\/ul>\n

               <\/p>\n

                \n
              • \n
                  Python 3.7.6 x64<\/ul>\n<\/li>\n<\/ul>\n

                   <\/p>\n

                    Nodist 0.9.1 ( Node v12.16.0 ) Mongo Express \u7528<\/ul>\n

                    \u5b89\u88c5 MongoDB<\/p>\n
                      \n
                    1. \n
                        \u4e0b\u8f7dMongoDB Community Server\u5b89\u88c5\u7a0b\u5e8f\u3002<\/ol>\n<\/li>\n<\/ol>\n

                         <\/p>\n

                          \n
                        1. \n
                            \u8fd0\u884c\u4e0b\u8f7d\u7684\u5b89\u88c5\u7a0b\u5e8f\uff08\u4f8b\u5982\uff1amongodb-win32-x86_64-2012plus-4.2.3-signed.msi\uff09\u3002<\/ol>\n<\/li>\n<\/ol>\n

                             <\/p>\n

                              \n
                            1. \n
                                \u9009\u62e9[\u81ea\u5b9a\u4e49\u8bbe\u7f6e]\uff0c\u6307\u5b9a\u5b89\u88c5\u8def\u5f84\uff08\u4f8b\u5982\uff1aD:\\Develop\\Bin\\MongoDB\\Server\\4.2\\\uff09\u3002<\/ol>\n<\/li>\n<\/ol>\n

                                 <\/p>\n

                                  \n
                                1. \n
                                    \u52fe\u9009[\u5b89\u88c5\u4e3a\u670d\u52a1(MongoD)]\u9009\u9879\u5e76\u7ee7\u7eed\u3002\uff08\u4ee5Windows\u670d\u52a1\u7684\u65b9\u5f0f\u6ce8\u518c\uff09<\/ol>\n<\/li>\n<\/ol>\n

                                     <\/p>\n

                                      \n
                                    1. \n
                                        \u52fe\u9009[\u5b89\u88c5MongoDB Compass]\u9009\u9879\u5e76\u7ee7\u7eed\u3002\uff08MongoDB\u7684\u56fe\u5f62\u7528\u6237\u754c\u9762CRUD\u5de5\u5177\uff09<\/ol>\n<\/li>\n<\/ol>\n

                                         <\/p>\n

                                          \u8fdb\u884c\u5b89\u88c5\u3002<\/ol>\n

                                          MongoDB \u7684\u914d\u7f6e\u8bbe\u7f6e\u5c06MongoDB\u7684\u8def\u5f84\u6dfb\u52a0\u5230\u73af\u5883\u53d8\u91cf\u4e2d\u3002<\/p>\n
                                            \n
                                          1. \n
                                              \u5c06MongoDB\u7684\u201cbin\u201d\u76ee\u5f55\uff08\u4f8b\u5982\uff1aD:\\Develop\\Bin\\MongoDB\\Server\\4.2\\bin\uff09\u6dfb\u52a0\u5230PATH\u4e2d\u3002<\/ol>\n<\/li>\n<\/ol>\n

                                              \u786e\u8ba4MongoDB\u7684PATH\u8bbe\u7f6e\u6210\u529f\u3002<\/p>\n

                                              > Get-PSDrive
                                              \n> Set-Location Env:
                                              \n> Get-ChildItem | Where-Object { $_.Name -eq ‘Path’ } | Format-List<\/p>\n

                                              \u5982\u679c\u6ca1\u6709\u52fe\u9009\u201cInstall MongoDB as a Service\u201d\uff08\u9009\u98791\uff09\uff0c\u624b\u52a8\u521b\u5efadata\u76ee\u5f55\u548clogs\u76ee\u5f55\uff0c\u5e76\u786e\u8ba4MongoDB\u5df2\u7ecf\u542f\u52a8\u3002<\/p>\n
                                                \n
                                              1. \n
                                                  \u5728\u5b89\u88c5\u76ee\u5f55\u4e0b\u521b\u5efa\u4e00\u4e2a\u7528\u4e8e\u6570\u636e\u5e93\u7684”data”\u76ee\u5f55\u548c\u4e00\u4e2a\u7528\u4e8e\u65e5\u5fd7\u7684”logs”\u76ee\u5f55\u3002<\/ol>\n<\/li>\n<\/ol>\n

                                                  > cd D:\\Develop\\Bin\\MongoDB\\Server\\4.2
                                                  \n> mkdir data
                                                  \n> mkdir logs<\/p>\n

                                                  \u68c0\u67e5MongoDB\u662f\u5426\u5df2\u542f\u52a8\u3002<\/p>\n

                                                  > mongod –dbpath D:\\Develop\\Bin\\MongoDB\\Server\\4.2\\data –logpath D:\\Develop\\Bin\\MongoDB\\Server\\4.2\\mongod.log<\/p>\n

                                                  \u4f7f\u7528netstat\u547d\u4ee4\u68c0\u67e5\u7aef\u53e3\u3002\uff08\u9ed8\u8ba4\u7aef\u53e3\uff1a27017\uff09<\/p>\n

                                                  > Get-NetTCPConnection | Where-Object { $_.LocalPort -eq 27017 -or $_.RemotePort -eq 27017 }
                                                  \n> Get-NetTCPConnection -LocalPort 27017\uff08\u6b64\u547d\u4ee4\u4e5f\u53ef\u4ee5\uff09<\/p>\n

                                                  \u30e6\u30fc\u30b6\u30fc\u306e\u767b\u9332\u30fb\u66f4\u65b0\u30fb\u524a\u9664MongoDB\u304c\u8d77\u52d5\u3057\u3066\u3044\u308b\u72b6\u614b\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767b\u9332\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n

                                                  > mongo
                                                  \n> use admin
                                                  \n> db.createUser( { user:”admin”, pwd:”password”, roles:[{ “role” : “root”, “db” : “admin” }] } );
                                                  \n> use test
                                                  \n> db.createUser( { user:”hoge”, pwd:”password”, roles:[{ “role” : “dbOwner”, “db” : “test” }] } );
                                                  \n> db.createUser( { user:”fuga”, pwd:”password”, roles:[{ “role” : “readWrite”, “db” : “test” }] } );
                                                  \n> exit<\/p>\n

                                                  \u30e6\u30fc\u30b6\u30fc\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n

                                                  > mongo
                                                  \n> use admin
                                                  \n> db.system.users.find();
                                                  \n> exit<\/p>\n

                                                  \u30e6\u30fc\u30b6\u30fc\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002<\/p>\n

                                                  > use test
                                                  \n> db.updateUser( “hoge”, { roles:[{ “role” : “readWrite”, “db” : “test” }] } );<\/p>\n

                                                  \u53c2\u8003\u307e\u3067\u306b\u30e6\u30fc\u30b6\u30fc\u524a\u9664\u3002<\/p>\n

                                                  > use admin
                                                  \n> db.system.users.remove( { “_id” : “admin” } );<\/p>\n

                                                  \u5982\u679c\u6ca1\u6709\u9009\u4e2d”\u5c06MongoDB\u5b89\u88c5\u4e3a\u670d\u52a1”\uff08\u7b2c2\u90e8\u5206\uff09\u4ee5\u624b\u52a8\u65b9\u5f0f\u521b\u5efamongod.conf\u6587\u4ef6\uff0c\u5e76\u5c06MongoDB\u6ce8\u518c\u4e3a\u670d\u52a1\u3002<\/p>\n
                                                    \n
                                                  1. \n
                                                      \u30e6\u30fc\u30b6\u30fc\u3092\u767b\u9332\u3057\u305f\u3089\u300cCtrl+C\u300d\u3067MongoDB\u3092\u7d42\u4e86\u3057\u307e\u3059\u3002<\/ol>\n<\/li>\n<\/ol>\n

                                                      \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e mongod.cfg \u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u307e\u3059\u3002<\/p>\n

                                                      > cd D:\\Develop\\Bin\\MongoDB\\Server\\4.2\\bin
                                                      \n> code mongod.cfg<\/p>\n

                                                      mongod.cfg \u30d5\u30a1\u30a4\u30eb\u306b\u4e0b\u8a18\u5185\u5bb9\u3092\u8a18\u8ff0\u3057\u307e\u3059\u3002<\/p>\n

                                                      storage:
                                                      \ndbPath: D:\\Develop\\Bin\\MongoDB\\Server\\4.2\\data
                                                      \njournal:
                                                      \nenabled: true<\/p>\n

                                                      systemLog:
                                                      \ndestination: file
                                                      \nlogAppend: true
                                                      \npath: D:\\Develop\\Bin\\MongoDB\\Server\\4.2\\log\\mongod.log<\/p>\n

                                                      net:
                                                      \nport: 27017
                                                      \nbindIp: 127.0.0.1<\/p>\n

                                                      security:
                                                      \nauthorization: enabled<\/p>\n

                                                      auth=true\u3067\u8a8d\u8a3c\u3092\u6709\u52b9\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u306b\u4e8b\u524d\u306b\u30e6\u30fc\u30b6\u30fc\u3092\u767b\u9332\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

                                                      \u300cmongod.cfg\u300d\u30d5\u30a1\u30a4\u30eb\u3092\u6307\u5b9a\u3057\u3066Windows\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u767b\u9332\u3057\u307e\u3059\u3002\uff08\u7ba1\u7406\u8005\u3068\u3057\u3066\u5b9f\u884c\uff09<\/p>\n

                                                      > mongod –config “D:\\Develop\\Bin\\MongoDB\\Server\\4.2\\bin\\mongod.cfg” –install –serviceName MongoDB<\/p>\n

                                                      \u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u767b\u9332\u3057\u306a\u3044\u5834\u5408\u306f\u300c–install\u300d\u3092\u6307\u5b9a\u3057\u307e\u305b\u3093\u3002<\/p>\n

                                                      \u53c2\u8003\u307e\u3067\u306b\u30b5\u30fc\u30d3\u30b9\u524a\u9664\u3002\uff08\u30b5\u30fc\u30d3\u30b9\u304c\u505c\u6b62\u3057\u3066\u3044\u308b\u72b6\u614b\u3067\u5b9f\u884c\uff09<\/p>\n

                                                      > mongod –remove<\/p>\n

                                                      \u542f\u52a8\u548c\u505c\u6b62MongoDB\u670d\u52a1<\/p>\n
                                                        \n
                                                      1. \n
                                                          \u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d1\u30cd\u30eb – \u7ba1\u7406\u30c4\u30fc\u30eb – \u30b5\u30fc\u30d3\u30b9 \u306bMongoDB\u304c\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/ol>\n<\/li>\n<\/ol>\n

                                                          net\u30b3\u30de\u30f3\u30c9\u3092\u5229\u7528\u3057\u3066\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u59cb\u3068\u505c\u6b62\u3092\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002\uff08\u7ba1\u7406\u8005\u3068\u3057\u3066\u5b9f\u884c\uff09<\/p>\n

                                                          > net start MongoDB
                                                          \n> net stop MongoDB<\/p>\n

                                                          \u4f7f\u7528MongoDB
                                                          \nMongoDB \u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304c\u8d77\u52d5\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n

                                                          > mongo<\/p>\n

                                                          exit\u3067\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u7d42\u4e86\u3067\u304d\u307e\u3059\u3002<\/p>\n

                                                          \u8a8d\u8a3c\u3092\u5fc5\u8981\u3068\u3057\u3066\u3044\u308b\uff08\u8a8d\u8a3c\u3057\u3066\u3044\u306a\u3044\uff09\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067\u8a8d\u8a3c\u3057\u307e\u3059\u3002<\/p>\n

                                                          > use test
                                                          \n> db.auth(“hoge”, “password”);<\/p>\n

                                                          MongoDB \u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u8d77\u52d5\u3059\u308b\u969b\u306b\u6307\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n

                                                          admin\u30e6\u30fc\u30b6\u30fc\u306e\u5834\u5408\u306fadmin\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u307e\u3059\u3002<\/p>\n

                                                          > mongo [\u30db\u30b9\u30c8\u540d:\u30dd\u30fc\u30c8\u756a\u53f7\/DB\u540d] -u [\u30e6\u30fc\u30b6\u30fc\u540d] -p
                                                          \n> mongo localhost:27017\/test -u hoge -p
                                                          \n> mongo localhost:27017\/admin -u admin -p<\/p>\n

                                                          > mongo [DB\u540d] -u [\u30e6\u30fc\u30b6\u30fc\u540d] -p
                                                          \n> mongo test -u hoge -p<\/p>\n

                                                          \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e00\u89a7\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n

                                                          > show dbs<\/p>\n

                                                          \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n

                                                          > use test<\/p>\n

                                                          \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5207\u308a\u66ff\u3048\u307e\u3059\u3002<\/p>\n

                                                          > use test<\/p>\n

                                                          \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u524a\u9664\u3057\u307e\u3059\u3002<\/p>\n

                                                          > use test
                                                          \n> db.dropDatabase();<\/p>\n

                                                          \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\uff08\u30c6\u30fc\u30d6\u30eb\uff09\u306e\u4e00\u89a7\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n

                                                          > use test
                                                          \n> show collections<\/p>\n

                                                          \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\uff08\u30c6\u30fc\u30d6\u30eb\uff09\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n

                                                          > use test
                                                          \n> db.createCollection(“[\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u540d]”);<\/p>\n

                                                          \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\uff08\u30c6\u30fc\u30d6\u30eb\uff09\u3092\u524a\u9664\u3057\u307e\u3059\u3002<\/p>\n

                                                          > use test
                                                          \n> db.[\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u540d].drop();<\/p>\n

                                                          \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08\u30ec\u30b3\u30fc\u30c9\uff09\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n

                                                          > db.things.save( {“name”:”Taro”, “age”:36} );<\/p>\n

                                                          \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08\u30ec\u30b3\u30fc\u30c9\uff09\u306e\u4e00\u89a7\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n

                                                          > db.things.find();
                                                          \n> db.things.find({name: “Taro”});<\/p>\n

                                                          \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08\u30ec\u30b3\u30fc\u30c9\uff09\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002<\/p>\n

                                                          > db.things.update( {“name”:”Taro”, “age”:36}, {“name”:”Jiro”, “age”:18} );<\/p>\n

                                                          \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08\u30ec\u30b3\u30fc\u30c9\uff09\u5185\u306e\u6570\u5024\u3092\u52a0\u7b97\u3057\u307e\u3059\u3002<\/p>\n

                                                          > db.things.update( {“name”:”Jiro”, “age”:18}, { $inc : {“age”:1} } );<\/p>\n

                                                          \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08\u30ec\u30b3\u30fc\u30c9\uff09\u3092\u524a\u9664\u3057\u307e\u3059\u3002<\/p>\n

                                                          > db.things.remove( {“name”:”Jiro”} );<\/p>\n

                                                          JavaScript\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n

                                                          > for (var i = 0; i < 1000000; i++) { db.things.save( {“name”:”Xxxx”, “age”:i} ); } \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002 > db.bench.ensureIndex({age:1}, {unique: true});<\/p>\n

                                                          Mongo-Express \u7684\u4f7f\u7528\uff08\u53c2\u8003\uff09\u6211\u5011\u5c07\u4f7f\u7528mongo-express\u4f86\u5728\u7db2\u9801\u700f\u89bd\u5668\u4e0a\u7ba1\u7406MongoDB\u3002<\/p>\n

                                                          \u6700\u8fd1\u5e38\u7528\u7684\u662f\u4f7f\u7528 MongoDB Compass \u7684\u57fa\u4e8e Node.js \u548c Express \u521b\u5efa\u7684 Web \u7ba1\u7406\u754c\u9762\u3002<\/p><\/blockquote>\n

                                                          mongo-express\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n

                                                          > npm install -g mongo-express<\/p>\n

                                                          mongo-express\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002<\/p>\n

                                                          > cd D:\\Develop\\Bin\\Nodist\\bin\\node_modules\\mongo-express<\/p>\n

                                                          config.default.js \u3092\u30b3\u30d4\u30fc\u3057\u3066 config.js \u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n

                                                          > cp config.default.js config.js
                                                          \n> code config.js<\/p>\n

                                                          config.js \u3092\u7de8\u96c6\u3057\u307e\u3059\u3002<\/p>\n

                                                          \/\/ \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30e9\u30d9\u30eb\u3092\u4fee\u6b63\u3057\u307e\u3059\u3002
                                                          \nvar dbLabel = ‘mongodb-2.4’;
                                                          \n\u2193
                                                          \nvar dbLabel = ‘mongodb-4.2’;<\/p>\n

                                                          \/\/ admin\u3067\u306e\u5229\u7528\u3092\u5f37\u5236\u3057\u307e\u3059\u3002
                                                          \nadmin: process.env.ME_CONFIG_MONGODB_ENABLE_ADMIN ? process.env.ME_CONFIG_MONGODB_ENABLE_ADMIN.toLowerCase() === ‘true’ : false,
                                                          \n\u2193
                                                          \nadmin: true,<\/p>\n

                                                          \/\/ admin\u3067\u306e\u5229\u7528\u306e\u305f\u3081\u7a7a\u6307\u5b9a\u3068\u3057\u307e\u3059\u3002\uff08\u30e6\u30fc\u30b6\u30fc\u3068DB\u3092\u56fa\u5b9a\u3068\u3057\u305f\u5834\u5408\u306f\u305d\u306eDB\u306e\u307f\u5229\u7528\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002\uff09
                                                          \nauth: [
                                                          \n{
                                                          \ndatabase: process.env.ME_CONFIG_MONGODB_AUTH_DATABASE || mongo.db,
                                                          \nusername: getFileEnv(dbAuthUsername) || mongo.username,
                                                          \npassword: getFileEnv(dbAuthPassword) || mongo.password,
                                                          \n},
                                                          \n],
                                                          \n\u2193
                                                          \nauth: [],<\/p>\n

                                                          \/\/ admin\u306e\u30e6\u30fc\u30b6\u30fc\u540d\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002
                                                          \nadminUsername: getFileEnv(adminUsername) || ”,
                                                          \nadminPassword: getFileEnv(adminPassword) || ”,
                                                          \n\u2193
                                                          \nadminUsername: getFileEnv(adminUsername) || ‘admin’,
                                                          \nadminPassword: getFileEnv(adminPassword) || ‘password’,<\/p>\n

                                                          \/\/ BASIC\u8a8d\u8a3c\u306e\u30e6\u30fc\u30b6\u30fc\u540d\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002
                                                          \nbasicAuth: {
                                                          \nusername: getFileEnv(basicAuthUsername) || ‘admin’,
                                                          \npassword: getFileEnv(basicAuthPassword) || ‘pass’,
                                                          \n},
                                                          \n\u2193
                                                          \nbasicAuth: {
                                                          \nusername: getFileEnv(basicAuthUsername) || ‘hoge’,
                                                          \npassword: getFileEnv(basicAuthPassword) || ‘password’,
                                                          \n},<\/p>\n

                                                          mongo-express\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n

                                                          > node app.js<\/p>\n

                                                          \u30d6\u30e9\u30a6\u30b6\u3092\u8d77\u52d5\u3057\u3001http:\/\/localhost:8081 \u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u30da\u30fc\u30b8\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n

                                                          config.js\u3067\u6307\u5b9a\u3057\u305fBASIC\u8a8d\u8a3c\u306e\u30e6\u30fc\u30b6\u30fc\u540d\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u7528\u3044\u3066\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002
                                                          \n\u30dd\u30fc\u30c8\u756a\u53f7\u306fconfig.js\u3067\u6307\u5b9a\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n

                                                          Ctrl + C \u3067\u505c\u6b62\u3057\u307e\u3059\u3002<\/p>\n

                                                          \u5c06mongo-express\u6c38\u4e45\u8fd0\u884c\u4e3a\u5b88\u62a4\u8fdb\u7a0b\uff08\u53c2\u8003\uff09\u8ba9\u6211\u4eec\u5c06mongo-express\u8f6c\u5316\u4e3a\u5b88\u62a4\u8fdb\u7a0b\u5e76\u6267\u884c\u8bd5\u8bd5\u770b\u3002<\/p>\n

                                                          \u8981\u5c06\u50cf mongo-express \u8fd9\u6837\u7684 Node.js \u5e94\u7528\u7a0b\u5e8fDaemon\u5316\uff0c\u53ef\u4ee5\u4f7f\u7528 forever\u3002<\/p><\/blockquote>\n

                                                            \n
                                                          1. \n
                                                              \u6c38\u4e45\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/ol>\n<\/li>\n<\/ol>\n

                                                              > npm install -g forever<\/p>\n

                                                              \u30c7\u30fc\u30e2\u30f3\u5316\u3059\u308b\u305f\u3081\u306b\u3001mongo-express\u306e\u8d77\u52d5\u306b\u4f7f\u7528\u3057\u3066\u3044\u305fnode\u3092forever\u306b\u5909\u66f4\u3057\u307e\u3059\u3002<\/p>\n

                                                              > forever start app.js<\/p>\n

                                                              \u5b9f\u884c\u4e2d\u306e\u30c7\u30fc\u30e2\u30f3\u30d7\u30ed\u30bb\u30b9\u3092\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002<\/p>\n

                                                              > forever list<\/p>\n

                                                              \u5b9f\u884c\u4e2d\u306e\u30c7\u30fc\u30e2\u30f3\u30d7\u30ed\u30bb\u30b9\u3092\u505c\u6b62\u3057\u307e\u3059\u3002<\/p>\n

                                                              > forever stop [uid\uff08\uff14\u6841\u306e\u82f1\u6570\u5b57\uff09]<\/p>\n

                                                              \u4f7f\u7528MongoDB Compass\u6211\u5c06\u5c1d\u8bd5\u4f7f\u7528MongoDB\u7684GUI CRUD\u5de5\u5177\u3002<\/p>\n

                                                              \u4f7f\u7528MongoDB Compass\u4f5c\u4e3aMongoDB\u7684\u56fe\u5f62\u7528\u6237\u754c\u9762\uff0c\u53ef\u4ee5\u66f4\u660e\u667a\u5730\u505a\u51fa\u5173\u4e8e\u6587\u6863\u7ed3\u6784\u3001\u67e5\u8be2\u3001\u7d22\u5f15\u521b\u5efa\u3001\u6587\u6863\u9a8c\u8bc1\u7b49\u65b9\u9762\u7684\u51b3\u7b56\u3002<\/p><\/blockquote>\n

                                                                \n
                                                              1. \n
                                                                  \u542f\u52a8MongoDB Compass\u3002<\/ol>\n<\/li>\n<\/ol>\n

                                                                  \u5728\u201cNew Connection\u201d\u4e2d\u8f93\u5165\u8fde\u63a5\u4fe1\u606f\uff0c\u7136\u540e\u70b9\u51fb\u201cCONNECT\u201d\u3002<\/p>\n

                                                                  \u683c\u5f0f
                                                                  \nmongodb:\/\/[\u7528\u6237\u540d:\u5bc6\u7801@]\u4e3b\u673a1[:\u7aef\u53e31][,…\u4e3b\u673aN[:\u7aef\u53e3N]][\/[\u6570\u636e\u5e93][?\u9009\u9879]]
                                                                  \nadmin\u8fde\u63a5\u793a\u4f8b
                                                                  \nmongodb:\/\/admin:\u5bc6\u7801@localhost:27017\/admin<\/p>\n

                                                                  \u8fde\u63a5\u6210\u529f\u540e\uff0c\u5c06\u663e\u793aMongoDB\u7684\u6570\u636e\u5e93\u3002
                                                                  \n\u70b9\u51fb\u5c4f\u5e55\u5e95\u90e8\u7684\u201c+\u201d\u53ef\u4ee5\u521b\u5efa\u6570\u636e\u5e93\u548c\u96c6\u5408\u3002
                                                                  \n\u9009\u62e9\u6570\u636e\u5e93\u540e\uff0c\u5c06\u663e\u793aMongoDB\u7684\u96c6\u5408\u3002
                                                                  \n\u53ef\u4ee5\u4f7f\u7528JSON\u6587\u4ef6\u6216CSV\u6587\u4ef6\u5bfc\u5165\u96c6\u5408\u4e2d\u7684\u6570\u636e\u3002<\/p>\n

                                                                  \u4f7f\u7528Python\u548cPyMongo\u5bf9MongoDB\u8fdb\u884c\u793a\u4f8b\u4f7f\u7528\u6211\u5c06\u4f7f\u7528Python\u548cPyMongo\u521b\u5efa\u4e00\u4e2a\u4f7f\u7528\u793a\u4f8b\u7a0b\u5e8f\u3002<\/p>\n

                                                                  \u521b\u5efa\u9879\u76ee\u76ee\u5f55<\/p>\n
                                                                  ><\/span> mkdir<\/span> mongo_sample<\/span>\r\n><\/span> cd<\/span> mongo_sample<\/span>\r\n<\/code><\/pre>\n
                                                                  \u5efa\u7acbPython\u865a\u62df\u73af\u5883\u4f7f\u7528 virtualenv \u5efa\u7acb\u5e76\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u3002<\/p>\n
                                                                  ><\/span> virtualenv<\/span> venv<\/span>\r\n><\/span> activate<\/span>\r\n<\/code><\/pre>\n
                                                                  \u5b89\u88c5 PyMongo \u548c pprint<\/p>\n
                                                                  (<\/span>venv<\/span>)<\/span> ><\/span> pip<\/span> install<\/span> pymongo<\/span>\r\n(<\/span>venv<\/span>)<\/span> ><\/span> pip<\/span> install<\/span> pprint<\/span>\r\n<\/code><\/pre>\n
                                                                  \u7f16\u5199\u7a0b\u5e8f
                                                                  \n\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a main.py \u7684\u6587\u4ef6\u3002<\/p>\n
                                                                  (<\/span>venv<\/span>)<\/span> ><\/span> ni<\/span> main.py<\/span>\r\n<\/code><\/pre>\n
                                                                  \u6211\u5011\u70baMongoDB\u6e96\u5099\u4e86\u4e00\u500b\u4f7f\u7528\u793a\u4f8b\u7a0b\u5f0f\u3002<\/p>\n
                                                                  from<\/span> pymongo<\/span> import<\/span> MongoClient<\/span>\r\nfrom<\/span> bson.objectid<\/span> import<\/span> ObjectId<\/span>\r\nimport<\/span> pprint<\/span>\r\nimport<\/span> os<\/span>\r\n\r\n# \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u63a5\u7d9a\r\n<\/span>client<\/span> =<\/span> MongoClient<\/span>(<\/span>\"mongodb:\/\/localhost:27017\/\"<\/span>)<\/span>\r\n# \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u53d6\u5f97\r\n<\/span>db<\/span> =<\/span> client<\/span>.<\/span>test<\/span>\r\n# \u8a8d\u8a3c\r\n<\/span>db<\/span>.<\/span>authenticate<\/span>(<\/span>name<\/span>=<\/span>\"hoge\"<\/span>,<\/span>password<\/span>=<\/span>\"password\"<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u53d6\u5f97\r\n<\/span>users<\/span> =<\/span> db<\/span>.<\/span>users<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3078\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u633f\u5165\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3078\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u633f\u5165\"<\/span>)<\/span>\r\nnew_user<\/span> =<\/span> {<\/span>\"name\"<\/span>:<\/span>\"Taro\"<\/span>,<\/span> \"age\"<\/span>:<\/span>36<\/span>}<\/span>\r\nuser_id<\/span> =<\/span> users<\/span>.<\/span>insert_one<\/span>(<\/span>new_user<\/span>).<\/span>inserted_id<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u306a\u3057\uff09\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u306a\u3057\uff09\"<\/span>)<\/span>\r\nuser<\/span> =<\/span> users<\/span>.<\/span>find_one<\/span>()<\/span>\r\npprint<\/span>.<\/span>pprint<\/span>(<\/span>user<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u540d\u524d=Taro\uff09\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u540d\u524d=Taro\uff09\"<\/span>)<\/span>\r\nuser<\/span> =<\/span> users<\/span>.<\/span>find_one<\/span>({<\/span>\"name\"<\/span>:<\/span> \"Taro\"<\/span>})<\/span>\r\npprint<\/span>.<\/span>pprint<\/span>(<\/span>user<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a_id\uff09\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a_id\uff09\"<\/span>)<\/span>\r\nuser<\/span> =<\/span> users<\/span>.<\/span>find_one<\/span>({<\/span>\"_id\"<\/span>:<\/span> user_id<\/span>})<\/span>\r\npprint<\/span>.<\/span>pprint<\/span>(<\/span>user<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u6587\u5b57\u5217\u306eID\u3092_id\u306b\u5909\u63db\uff09\r\n# Web\u30a2\u30d7\u30ea\u306e\u30af\u30a8\u30ea\u30d1\u30e9\u30e1\u30fc\u30bf\u304b\u3089\u53d6\u5f97\u3057\u305fID\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306a\u3069\u306f\u5909\u63db\u304c\u5fc5\u8981\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u6587\u5b57\u5217\u306eID\u3092_id\u306b\u5909\u63db\uff09\"<\/span>)<\/span>\r\nstring_id<\/span> =<\/span> str<\/span>(<\/span>user_id<\/span>)<\/span>\r\nuser<\/span> =<\/span> users<\/span>.<\/span>find_one<\/span>({<\/span>\"_id\"<\/span>:<\/span> ObjectId<\/span>(<\/span>string_id<\/span>)})<\/span>\r\npprint<\/span>.<\/span>pprint<\/span>(<\/span>user<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3078\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u633f\u5165\uff085\u4ef6\uff09\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3078\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u633f\u5165\uff085\u4ef6\uff09\"<\/span>)<\/span>\r\nnew_users<\/span> =<\/span> [{<\/span>\"name\"<\/span>:<\/span>\"Hoge\"<\/span>,<\/span> \"age\"<\/span>:<\/span>19<\/span>},<\/span>\r\n             {<\/span>\"name\"<\/span>:<\/span>\"Fuga\"<\/span>,<\/span> \"age\"<\/span>:<\/span>32<\/span>},<\/span>\r\n             {<\/span>\"name\"<\/span>:<\/span>\"Moge\"<\/span>,<\/span> \"age\"<\/span>:<\/span>27<\/span>},<\/span>\r\n             {<\/span>\"name\"<\/span>:<\/span>\"Page\"<\/span>,<\/span> \"age\"<\/span>:<\/span>38<\/span>},<\/span>\r\n             {<\/span>\"name\"<\/span>:<\/span>\"Nazo\"<\/span>,<\/span> \"age\"<\/span>:<\/span>35<\/span>}]<\/span>\r\nresult<\/span> =<\/span> users<\/span>.<\/span>insert_many<\/span>(<\/span>new_users<\/span>)<\/span>\r\npprint<\/span>.<\/span>pprint<\/span>(<\/span>result<\/span>.<\/span>inserted_ids<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u5168\u4ef6\uff09\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u5168\u4ef6\uff09\"<\/span>)<\/span>\r\nfor<\/span> user<\/span> in<\/span> users<\/span>.<\/span>find<\/span>():<\/span>\r\n    pprint<\/span>.<\/span>pprint<\/span>(<\/span>user<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u66f4\u65b0\uff08\u6761\u4ef6\u6307\u5b9a\uff1a_id\u3001\u5e74\u9f62\u309218\u306b\u66f4\u65b0\uff09\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u66f4\u65b0\uff08\u6761\u4ef6\u6307\u5b9a\uff1a_id\u3001\u5e74\u9f62\u309218\u306b\u66f4\u65b0\uff09\"<\/span>)<\/span>\r\nusers<\/span>.<\/span>update_one<\/span>({<\/span>\"_id\"<\/span>:<\/span> user_id<\/span>},<\/span> {<\/span>\"$set\"<\/span>:<\/span> {<\/span>\"age\"<\/span>:<\/span>18<\/span>}})<\/span>\r\nfor<\/span> user<\/span> in<\/span> users<\/span>.<\/span>find<\/span>():<\/span>\r\n    pprint<\/span>.<\/span>pprint<\/span>(<\/span>user<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u66f4\u65b0\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u5e74\u9f62<20\u3001\u5e74\u9f62\u306b3\u3092\u52a0\u7b97\uff09\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u66f4\u65b0\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u5e74\u9f62<20\u3001\u5e74\u9f62\u306b3\u3092\u52a0\u7b97\uff09\"<\/span>)<\/span>\r\nusers<\/span>.<\/span>update_many<\/span>({<\/span>'age'<\/span>:<\/span> {<\/span>\"$lt\"<\/span>:<\/span> 20<\/span>}},<\/span> {<\/span>'$inc'<\/span>:<\/span> {<\/span>'age'<\/span>:<\/span> 3<\/span>}})<\/span>\r\nfor<\/span> user<\/span> in<\/span> users<\/span>.<\/span>find<\/span>():<\/span>\r\n    pprint<\/span>.<\/span>pprint<\/span>(<\/span>user<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u524a\u9664\uff08\u6761\u4ef6\u6307\u5b9a\uff1a_id\uff09\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u524a\u9664\uff08\u6761\u4ef6\u6307\u5b9a\uff1a_id\uff09\"<\/span>)<\/span>\r\nusers<\/span>.<\/span>delete_one<\/span>({<\/span>\"_id\"<\/span>:<\/span> user_id<\/span>})<\/span>\r\nfor<\/span> user<\/span> in<\/span> users<\/span>.<\/span>find<\/span>():<\/span>\r\n    pprint<\/span>.<\/span>pprint<\/span>(<\/span>user<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u524a\u9664\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u5e74\u9f62>=30\uff09\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u524a\u9664\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u5e74\u9f62>=30\uff09\"<\/span>)<\/span>\r\nusers<\/span>.<\/span>delete_many<\/span>({<\/span>'age'<\/span>:<\/span> {<\/span>\"$gte\"<\/span>:<\/span> 30<\/span>}})<\/span>\r\nfor<\/span> user<\/span> in<\/span> users<\/span>.<\/span>find<\/span>():<\/span>\r\n    pprint<\/span>.<\/span>pprint<\/span>(<\/span>user<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u540d\u524d=Moge\uff09\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u540d\u524d=Moge\uff09\"<\/span>)<\/span>\r\nfor<\/span> user<\/span> in<\/span> users<\/span>.<\/span>find<\/span>({<\/span>\"name\"<\/span>:<\/span> \"Moge\"<\/span>}):<\/span>\r\n    pprint<\/span>.<\/span>pprint<\/span>(<\/span>user<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u5e74\u9f62<30\uff09\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u5e74\u9f62<30\uff09\"<\/span>)<\/span>\r\nfor<\/span> user<\/span> in<\/span> users<\/span>.<\/span>find<\/span>({<\/span>\"age\"<\/span>:<\/span> {<\/span>\"$lt\"<\/span>:<\/span> 30<\/span>}}).<\/span>sort<\/span>(<\/span>\"age\"<\/span>):<\/span>\r\n    pprint<\/span>.<\/span>pprint<\/span>(<\/span>user<\/span>)<\/span>\r\n\r\n# \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4ef6\u6570\u3092\u53d6\u5f97\r\n<\/span>print<\/span>(<\/span>\"\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4ef6\u6570\u3092\u53d6\u5f97\"<\/span>)<\/span>\r\ncount<\/span> =<\/span> users<\/span>.<\/span>count_documents<\/span>({})<\/span>\r\nprint<\/span>(<\/span>count<\/span>)<\/span>\r\n<\/code><\/pre>\n
                                                                  \u6267\u884c\u7a0b\u5e8f
                                                                  \n\u6267\u884c main.py \u6587\u4ef6\u3002<\/p>\n
                                                                  (<\/span>venv<\/span>)<\/span> ><\/span> python<\/span> main.py<\/span>\r\n<\/code><\/pre>\n
                                                                  \u6267\u884c\u7ed3\u679c (sh\u00ed ji\u00e9 gu\u01d2)<\/p>\n
                                                                  \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3078\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u633f\u5165<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u306a\u3057\uff09<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740368d00d876059ce6f2'<\/span>),<\/span> 'age'<\/span>:<\/span> 36<\/span>,<\/span> 'name'<\/span>:<\/span> 'Taro'<\/span>}<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u540d\u524d<\/span>=<\/span>Taro<\/span>\uff09<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740368d00d876059ce6f2'<\/span>),<\/span> 'age'<\/span>:<\/span> 36<\/span>,<\/span> 'name'<\/span>:<\/span> 'Taro'<\/span>}<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a_<\/span>id<\/span>\uff09<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740368d00d876059ce6f2'<\/span>),<\/span> 'age'<\/span>:<\/span> 36<\/span>,<\/span> 'name'<\/span>:<\/span> 'Taro'<\/span>}<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u6587\u5b57\u5217\u306e<\/span>ID<\/span>\u3092<\/span>_id<\/span>\u306b\u5909\u63db\uff09<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740368d00d876059ce6f2'<\/span>),<\/span> 'age'<\/span>:<\/span> 36<\/span>,<\/span> 'name'<\/span>:<\/span> 'Taro'<\/span>}<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3078\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u633f\u5165\uff08<\/span>5<\/span>\u4ef6\uff09<\/span>\r\n[<\/span>ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f3'<\/span>),<\/span>\r\n ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f4'<\/span>),<\/span>\r\n ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f5'<\/span>),<\/span>\r\n ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f6'<\/span>),<\/span>\r\n ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f7'<\/span>)]<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u5168\u4ef6\uff09<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740368d00d876059ce6f2'<\/span>),<\/span> 'age'<\/span>:<\/span> 36<\/span>,<\/span> 'name'<\/span>:<\/span> 'Taro'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f3'<\/span>),<\/span> 'age'<\/span>:<\/span> 19<\/span>,<\/span> 'name'<\/span>:<\/span> 'Hoge'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f4'<\/span>),<\/span> 'age'<\/span>:<\/span> 32<\/span>,<\/span> 'name'<\/span>:<\/span> 'Fuga'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f5'<\/span>),<\/span> 'age'<\/span>:<\/span> 27<\/span>,<\/span> 'name'<\/span>:<\/span> 'Moge'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f6'<\/span>),<\/span> 'age'<\/span>:<\/span> 38<\/span>,<\/span> 'name'<\/span>:<\/span> 'Page'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f7'<\/span>),<\/span> 'age'<\/span>:<\/span> 35<\/span>,<\/span> 'name'<\/span>:<\/span> 'Nazo'<\/span>}<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u66f4\u65b0\uff08\u6761\u4ef6\u6307\u5b9a\uff1a_<\/span>id<\/span>\u3001\u5e74\u9f62\u3092<\/span>18<\/span>\u306b\u66f4\u65b0\uff09<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740368d00d876059ce6f2'<\/span>),<\/span> 'age'<\/span>:<\/span> 18<\/span>,<\/span> 'name'<\/span>:<\/span> 'Taro'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f3'<\/span>),<\/span> 'age'<\/span>:<\/span> 19<\/span>,<\/span> 'name'<\/span>:<\/span> 'Hoge'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f4'<\/span>),<\/span> 'age'<\/span>:<\/span> 32<\/span>,<\/span> 'name'<\/span>:<\/span> 'Fuga'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f5'<\/span>),<\/span> 'age'<\/span>:<\/span> 27<\/span>,<\/span> 'name'<\/span>:<\/span> 'Moge'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f6'<\/span>),<\/span> 'age'<\/span>:<\/span> 38<\/span>,<\/span> 'name'<\/span>:<\/span> 'Page'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f7'<\/span>),<\/span> 'age'<\/span>:<\/span> 35<\/span>,<\/span> 'name'<\/span>:<\/span> 'Nazo'<\/span>}<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u66f4\u65b0\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u5e74\u9f62<<\/span>20<\/span>\u3001\u5e74\u9f62\u306b<\/span>3<\/span>\u3092\u52a0\u7b97\uff09<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740368d00d876059ce6f2'<\/span>),<\/span> 'age'<\/span>:<\/span> 21<\/span>,<\/span> 'name'<\/span>:<\/span> 'Taro'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f3'<\/span>),<\/span> 'age'<\/span>:<\/span> 22<\/span>,<\/span> 'name'<\/span>:<\/span> 'Hoge'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f4'<\/span>),<\/span> 'age'<\/span>:<\/span> 32<\/span>,<\/span> 'name'<\/span>:<\/span> 'Fuga'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f5'<\/span>),<\/span> 'age'<\/span>:<\/span> 27<\/span>,<\/span> 'name'<\/span>:<\/span> 'Moge'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f6'<\/span>),<\/span> 'age'<\/span>:<\/span> 38<\/span>,<\/span> 'name'<\/span>:<\/span> 'Page'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f7'<\/span>),<\/span> 'age'<\/span>:<\/span> 35<\/span>,<\/span> 'name'<\/span>:<\/span> 'Nazo'<\/span>}<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5358\u4e00\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u524a\u9664\uff08\u6761\u4ef6\u6307\u5b9a\uff1a_<\/span>id<\/span>\uff09<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f3'<\/span>),<\/span> 'age'<\/span>:<\/span> 22<\/span>,<\/span> 'name'<\/span>:<\/span> 'Hoge'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f4'<\/span>),<\/span> 'age'<\/span>:<\/span> 32<\/span>,<\/span> 'name'<\/span>:<\/span> 'Fuga'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f5'<\/span>),<\/span> 'age'<\/span>:<\/span> 27<\/span>,<\/span> 'name'<\/span>:<\/span> 'Moge'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f6'<\/span>),<\/span> 'age'<\/span>:<\/span> 38<\/span>,<\/span> 'name'<\/span>:<\/span> 'Page'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f7'<\/span>),<\/span> 'age'<\/span>:<\/span> 35<\/span>,<\/span> 'name'<\/span>:<\/span> 'Nazo'<\/span>}<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u524a\u9664\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u5e74\u9f62><\/span>=<\/span>30<\/span>\uff09<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f3'<\/span>),<\/span> 'age'<\/span>:<\/span> 22<\/span>,<\/span> 'name'<\/span>:<\/span> 'Hoge'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f5'<\/span>),<\/span> 'age'<\/span>:<\/span> 27<\/span>,<\/span> 'name'<\/span>:<\/span> 'Moge'<\/span>}<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u540d\u524d<\/span>=<\/span>Moge<\/span>\uff09<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f5'<\/span>),<\/span> 'age'<\/span>:<\/span> 27<\/span>,<\/span> 'name'<\/span>:<\/span> 'Moge'<\/span>}<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8907\u6570\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\uff08\u6761\u4ef6\u6307\u5b9a\uff1a\u5e74\u9f62<<\/span>30<\/span>\uff09<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f3'<\/span>),<\/span> 'age'<\/span>:<\/span> 22<\/span>,<\/span> 'name'<\/span>:<\/span> 'Hoge'<\/span>}<\/span>\r\n{<\/span>'_id'<\/span>:<\/span> ObjectId<\/span>(<\/span>'5e5740378d00d876059ce6f5'<\/span>),<\/span> 'age'<\/span>:<\/span> 27<\/span>,<\/span> 'name'<\/span>:<\/span> 'Moge'<\/span>}<\/span>\r\n\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4ef6\u6570\u3092\u53d6\u5f97<\/span>\r\n2<\/span>\r\n<\/code><\/pre>\n
                                                                  \u603b\u7ed3\u6765\u8bf4
                                                                  \n\u6211\u5df2\u7ecf\u5f88\u4e45\u6ca1\u6709\u4f7f\u7528MongoDB\u4e86\uff0c\u4f46\u662f\u5982\u679c\u662f\u7b80\u5355\u7684\u5b9e\u73b0\uff0c\u5e94\u8be5\u6ca1\u6709\u95ee\u9898\u3002
                                                                  \n\u80fd\u591f\u8f7b\u677e\u5730\u4fdd\u5b58\u6587\u6863\u786e\u5b9e\u5f88\u597d\u3002
                                                                  \n\u4e0b\u6b21\u6211\u6253\u7b97\u5c1d\u8bd5\u4f7f\u7528Azure Cosmos DB\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
                                                                  \u306f\u3058\u3081\u306b\u4e3a\u4e86\u51c6\u5907\u4f7f\u7528 Azure Cosmos DB\uff08\u6587\u6863+MongoDB API+Python\uff09\uff0c\u6211\u91cd\u65b0\u5ba1\u89c6 […]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[227],"class_list":["post-29544","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-227"],"yoast_head":"\n\u5728 Windows 10 \u4e0a\u5b89\u88c5 MongoDB \u5e76\u4ece Python \u4e2d\u4f7f\u7528 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u5728 Windows 10 \u4e0a\u5b89\u88c5 MongoDB \u5e76\u4ece Python \u4e2d\u4f7f\u7528\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\/\u5728-windows-10-\u4e0a\u5b89\u88c5-mongodb-\u5e76\u4ece-python-\u4e2d\u4f7f\u7528\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5728 Windows 10 \u4e0a\u5b89\u88c5 MongoDB \u5e76\u4ece Python \u4e2d\u4f7f\u7528\" \/>\n<meta property=\"og:description\" content=\"\u5173\u4e8e\u5728 Windows 10 \u4e0a\u5b89\u88c5 MongoDB \u5e76\u4ece Python \u4e2d\u4f7f\u7528\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5728-windows-10-\u4e0a\u5b89\u88c5-mongodb-\u5e76\u4ece-python-\u4e2d\u4f7f\u7528\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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