{"id":29662,"date":"2023-05-15T15:46:53","date_gmt":"2023-07-18T12:58:07","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e5%ae%9e%e6%93%8d%e7%af%87%e3%80%91%e8%af%a6%e8%a7%a3mongodb%e5%8f%af%e6%90%9c%e7%b4%a2%e5%8a%a0%e5%af%86%e7%9a%84%e4%bd%bf%e7%94%a8%e6%96%b9%e6%b3%95%ef%bc%81\/"},"modified":"2025-08-12T15:15:17","modified_gmt":"2025-08-12T07:15:17","slug":"%e3%80%90%e5%ae%9e%e6%93%8d%e7%af%87%e3%80%91%e8%af%a6%e8%a7%a3mongodb%e5%8f%af%e6%90%9c%e7%b4%a2%e5%8a%a0%e5%af%86%e7%9a%84%e4%bd%bf%e7%94%a8%e6%96%b9%e6%b3%95%ef%bc%81","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e5%ae%9e%e6%93%8d%e7%af%87%e3%80%91%e8%af%a6%e8%a7%a3mongodb%e5%8f%af%e6%90%9c%e7%b4%a2%e5%8a%a0%e5%af%86%e7%9a%84%e4%bd%bf%e7%94%a8%e6%96%b9%e6%b3%95%ef%bc%81\/","title":{"rendered":"\u3010\u5b9e\u64cd\u7bc7\u3011\u8be6\u89e3MongoDB\u53ef\u641c\u7d22\u52a0\u5bc6\u7684\u4f7f\u7528\u65b9\u6cd5\uff01"},"content":{"rendered":"<p>@kenmaro \u60a8\u597d\u3002\u6211\u901a\u5e38\u4f1a\u53d1\u8868\u5173\u4e8e\u79d8\u5bc6\u8ba1\u7b97\u548c\u540c\u6001\u52a0\u5bc6\u7b49\u65b9\u9762\u7684\u6587\u7ae0\u3002<br \/>\n\u5bf9\u4e8e\u4e0e\u79d8\u5bc6\u8ba1\u7b97\u76f8\u5173\u7684\u6587\u7ae0\u6458\u8981\uff0c\u8bf7\u53c2\u9605\u4ee5\u4e0b\u5185\u5bb9\u3002<\/p>\n<blockquote><p>\u5f00\u59cb\u505a\u5bc6\u804a\u5de5\u7a0b\u5e08\u5df2\u7ecf\u8fc7\u4e862\u5e74\u534a\u3002<br \/>\n\u5f00\u59cb\u505a\u5bc6\u804a\u5de5\u7a0b\u5e08\u5df2\u7ecf\u8fc7\u4e863\u5e74\u3002<\/p><\/blockquote>\n<h4>\u5173\u4e8e\u79c1\u81ea\u8fdb\u884c\u5bc6\u8c0b\u8ba1\u7b97\u7684\u5723\u8bde\u65e5\u5386\u7684\u4e8b\u60c5\u8fd9\u7bc7\u6587\u7ae0\u662f\u5173\u4e8e\u7684\u8bdd\u9898\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u300a\u7b2c\u4e8c\u5929\u300b\u7684\u6587\u7ae0<br \/>\n\u6211\u5728\u8003\u8651\u8981\u5199\u3002<br \/>\n\u6709\u5174\u8da3\u7684\u4eba\u60f3\u4e0d\u60f3\u53c2\u52a0\u5723\u8bde\u65e5\u5386\u5462\uff1f<br \/>\n\u671f\u5f85\u6536\u5230\u4f60\u7684\u56de\u590d\u3002<\/p>\n<h2>\u603b\u7ed3\u5728\u4e0a\u4e00\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u7b80\u8981\u4ecb\u7ecd\u4e86\u4e00\u7bc7\u5173\u4e8eMongoDB\u6b63\u5f0f\u652f\u6301\u53ef\u641c\u7d22\u52a0\u5bc6\u5e76\u5f00\u59cb\u4f5c\u4e3a\u6d4b\u8bd5\u7248\u63d0\u4f9b\u7684\u6587\u7ae0\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u8fd9\u6b21\u6211\u4eec\u5bf9\u4e8e\u5173\u4e8eMongoDB\u6b63\u5f0f\u652f\u6301\u53ef\u641c\u7d22\u52a0\u5bc6\uff0c\u5e76\u4ee5\u6d4b\u8bd5\u7248\u5f62\u5f0f\u63a8\u51fa\u7684\u6587\u7ae0\u8fdb\u884c\u4e86\u89e3\u8bf4\u3002<\/p>\n<p>\u518d\u6b21\u5f3a\u8c03\u4e00\u4e0b\uff0c<br \/>\nMongoDB \u662f\u4f17\u6240\u5468\u77e5\u7684SaaS\u578b\u6570\u636e\u5e93\u670d\u52a1\u3002<br \/>\n\u5b83\u662f\u4e00\u79cd\u6587\u6863\u5bfc\u5411\u7684\u6570\u636e\u5e93\uff0c\u4e5f\u88ab\u79f0\u4e3aNoSQL\u7c7b\u578b\u7684\u6570\u636e\u5e93\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u672c\u6587\u5c06\u5b9e\u9645\u5c1d\u8bd5\u4f7f\u7528MongoDB\u7684\u53ef\u641c\u7d22\u52a0\u5bc6\u529f\u80fd\uff0c\u5373\u6309\u7167\u6587\u6863\u4e2d\u7684\u5feb\u901f\u5165\u95e8\u8fdb\u884c\u64cd\u4f5c\u3002<\/p>\n<p>\u6211\u60f3\u8bd5\u7740\u6311\u6218\u4e00\u4e0b\u3002<\/p>\n<h2>\u4e3a\u7e41\u5fd9\u7684\u4eba\u4eec\u63d0\u4f9b\u4fbf\u5229MongoDB\u3068\u3044\u3046\u4e16\u754c\u6700\u5927\u898f\u6a21\u306e\u30af\u30e9\u30a6\u30c9\u578bDB\u304c\u3001\u691c\u7d22\u53ef\u80fd\u6697\u53f7\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30d9\u30fc\u30bf\u7248\u3068\u3057\u3066\u516c\u958b\u3057\u305f\u3088<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u5b9f\u969b\u306b\u691c\u7d22\u53ef\u80fd\u6697\u53f7DB\u3092\u4f7f\u3063\u3066\u307f\u308b\u3088<\/p>\n<p>AWS \u306eKMS\u3068\u306e\u9023\u643a\u304c\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u305f\u3088<\/p>\n<p>\u6697\u53f7\u5316\u3057\u305f\u3044\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5bfe\u3057\u3066\u6697\u53f7\u9375\u3092\u751f\u6210\u3057\u3066\u307f\u305f\u3088<\/p>\n<p>\u30c7\u30fc\u30bf\u3092\u30a4\u30f3\u30b5\u30fc\u30c8\u3057\u3066\u6697\u53f7\u72b6\u614b\u3067\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u305f\u3088<\/p>\n<p>\u6697\u53f7\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5bfe\u3057\u3066\u4e00\u81f4\u30af\u30a8\u30ea\u3092\u6295\u3052\u308b\u3068\u5fa9\u53f7\u3057\u3066\u8fd4\u3057\u3066\u304f\u308c\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u305f\u3088<\/p>\n<p>\u6697\u53f7\u5316\u3055\u308c\u3066\u3044\u308b\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5bfe\u3057\u3066\u4e00\u81f4\u30af\u30a8\u30ea\u3092\u6295\u3052\u308b\u3068\u30a8\u30e9\u30fc\u306b\u306a\u3063\u3066\u30cf\u30de\u3063\u305f\u306e\u3067\u4e00\u65e6\u691c\u8a3c\u3092\u7d42\u4e86\u3057\u305f\u3088<\/p>\n<p>\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u306fgithub\u306b\u4e0a\u3052\u3066\u3044\u308b\u3088<\/p>\n<p>&nbsp;<\/p>\n<p>\u90a3\u4e48\uff0c\u6211\u4eec\u5f00\u59cb\u5427\u3002<\/p>\n<h2>\u9996\u5148&nbsp;<\/p>\n<p>\u6b63\u5982\u6211\u5728\u4e4b\u524d\u7684\u6587\u7ae0\u4e2d\u6240\u63d0\u5230\u7684\u90a3\u6837\uff0c<br \/>\n\u5728\u53ef\u641c\u7d22\u52a0\u5bc6\u6570\u636e\u5e93\u4e2d\uff0c\u4f7f\u7528\u5916\u90e8\u5bc6\u94a5\u7ba1\u7406\u7cfb\u7edf\u662f\u5fc5\u9700\u7684\u3002<\/p>\n<p>\u4ece\u76ee\u524d\u7684\u60c5\u51b5\u6765\u770b\uff0cAWS\u3001Azure\u548cGCP\u8fd9\u4e09\u4e2a\u4e3b\u8981\u7684\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u4f3c\u4e4e\u90fd\u53ef\u4ee5\u4f7f\u7528\uff0c\u4f46\u662f\u672c\u6b21\u6211\u6253\u7b97\u5c1d\u8bd5\u4f7f\u7528AWS\u3002<\/p>\n<p>\u6240\u4ee5\uff0c<\/p>\n<p>&nbsp;<\/p>\n<p>\u6211\u53ef\u80fd\u4f1a\u8ddf\u8fdb\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u4f5c\u4e3a\u51c6\u5907<\/p>\n<p>&nbsp;<\/p>\n<p>\u6211\u5011\u5f9e\u9019\u88e1\u958b\u59cb\u3002<\/p>\n<h2>\u6e96\u5099 + \u932f\u8aa4\u96c6\u6839\u636e\u4e4b\u524d\u7684\u9700\u6c42\uff0c\u6211\u4eec\u5c06\u9010\u6b65\u51c6\u5907\u6240\u9700\u7684\u7269\u54c1\u3002<\/p>\n<ul class=\"post-ul\">Automatic Encryption Shared Library<\/ul>\n<p>\u83b7\u53d6\u5e76\u89e3\u538b\u6240\u9700\u7684\u52a0\u5bc6\u5e93\u4e8c\u8fdb\u5236\u6587\u4ef6\u3002<br \/>\n\u672c\u6b21\u5b58\u50a8\u5728\u540d\u4e3a &#8220;tmp_lib&#8221; \u7684\u6587\u4ef6\u5939\u4e2d\uff0c<br \/>\n\u9700\u8981\u5728\u540e\u7eed\u7a0b\u5e8f\u4e2d\u6307\u5b9a\u6b64\u8def\u5f84\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nb\">mkdir <\/span>tmp_lib <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">cd <\/span>tmp_lib\r\nwget https:\/\/downloads.mongodb.com\/osx\/mongo_crypt_shared_v1-macos-x86_64-enterprise-6.0.0-rc8.tgz?_ga<span class=\"o\">=<\/span>2.37189024.1258991149.1654659347-125648093.1654659347&amp;_gac<span class=\"o\">=<\/span>1.150727364.1654660103.CjwKCAjw7vuUBhBUEiwAEdu2pBQ4IOlTXk-xf7_B_8edqZnsQkBERhlLtOKG2R_LyIXIhRr3gskXlRoCag4QAvD_BwE\r\n\r\n<span class=\"nb\">tar<\/span> <span class=\"nt\">-xzvf<\/span> mongo_crypt_shared_v1-macos-x86_64-enterprise-6.0.0-rc8.tgz\r\n<\/code><\/pre>\n<ul class=\"post-ul\">MongoDB driver Compatible with Queryable Encryption<\/ul>\n<p>\u83b7\u53d6MongoDB\u7684\u9a71\u52a8\u7a0b\u5e8f\u3002<\/p>\n<h3>\u7248\u672c\u8981\u9075\u5faa\u51c6\u786e\u3002Atlas\u57286.0\u4ee5\u4e0a\u7684\u7248\u672c\uff08\u4e13\u7528\u670d\u52a1\u5668\uff09\u4e0a\u542f\u52a8\u662f\u5fc5\u8981\u7684\u3002<br \/>\n\u6700\u521d\u6211\u4e3a\u4e86\u7701\u94b1\u9009\u62e9\u4e86\u5171\u4eab\u670d\u52a1\u5668\u8fdb\u884c\u90e8\u7f72\uff0c\u4f46\u662f\u53d1\u73b0\u5b83\u53ea\u652f\u63015.x\u7684\u7248\u672c\uff0c\u6d6a\u8d39\u4e86\u5f88\u591a\u65f6\u95f4\uff0c\u6240\u4ee5\u5efa\u8bae\u4f60\u4f7f\u7528\u4e13\u7528\u670d\u52a1\u5668\u5e76\u786e\u4fdd\u7248\u672c\u4e3a6.0\u4ee5\u4e0a\u6765\u8fdb\u884c\u90e8\u7f72\u3002<br \/>\n\u987a\u4fbf\u63d0\u4e00\u4e0b\uff0c\u5373\u4f7f\u4f7f\u7528\u6700\u65b0\u7684\u7248\u672c\u6765\u542f\u52a8\uff0c\u4e5f\u4f1a\u51fa\u73b0\u8fde\u63a5\u9519\u8bef\uff0c\u6240\u4ee5\u6211\u8ba4\u4e3a\u4f7f\u75286.0\u7248\u672c\u6765\u542f\u52a8\u6bd4\u8f83\u53ef\u9760\u3002<\/p>\n<h3>\u8bf7\u6ce8\u610f\u6559\u7a0b\u4ee3\u7801\u3002&nbsp;<\/p>\n<p>\u5728\u6700\u7d42\u4e0a\u4f60\u6703\u9700\u8981\u8907\u88fd\u8cbc\u4e0a\u9019\u500b\uff0c\u4f46\u5982\u679c\u76f4\u63a5\u4f7f\u7528\u6703\u767c\u751f\u932f\u8aa4\uff0c\u6240\u4ee5\u8981\u5c0f\u5fc3\u3002<\/p>\n<pre class=\"post-pre\"><code>ReferenceError: keyVaultColl is not defined\r\n\r\n\u3053\u308c\u306f\r\nconst keyVaultColl <span class=\"o\">=<\/span> keyVaultClient.db<span class=\"o\">(<\/span>eDB<span class=\"o\">)<\/span>.collection<span class=\"o\">(<\/span>eKV<span class=\"o\">)<\/span><span class=\"p\">;<\/span>\r\n\u304c\u8a18\u8f09\u6f0f\u308c\u3057\u3066\u3044\u307e\u3059\u3002\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>npm <span class=\"nb\">install <\/span>mongodb-client-encryption\r\n\r\ngit\u30ec\u30dd\u30b8\u30c8\u30ea\u306b\u3042\u308b\r\npackage.json\r\n\u306b\u5f93\u3044\u3001\r\nnpm <span class=\"nb\">install \r\n<\/span>\u3057\u307e\u3057\u3087\u3046\u3002\r\n<span class=\"s2\">\"mongodb-client-encryption\"<\/span>: <span class=\"s2\">\"^2.2.0-alpha.0\"<\/span>\r\n\u304c\u5fc5\u8981\u3067\u3059\u3002\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>TypeError: A crypt_shared override path was specified\r\n\r\n\u30af\u30ea\u30d7\u30c8\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30d1\u30b9\u306f\u3001\r\n  const extraOptions <span class=\"o\">=<\/span> <span class=\"o\">{<\/span>\r\n    cryptSharedLibPath: <span class=\"s2\">\"\/Users\/xxx\/Downloads\/tmp_lib\/lib\/mongo_crypt_v1.dylib\"<\/span>,\r\n    cryptSharedRequired: <span class=\"nb\">true<\/span>,\r\n  <span class=\"o\">}<\/span><span class=\"p\">;<\/span>\r\n\r\n\u3068\u3044\u3046\u3088\u3046\u306b\u6307\u5b9a\u3057\u307e\u3059\u3002\r\n<\/code><\/pre>\n<h4>\u7528\u6237\u6743\u9650\u9519\u8bef<\/p>\n<pre class=\"post-pre\"><code>MongoServerError: user is not allowed to <span class=\"k\">do <\/span>action <span class=\"o\">[<\/span>dropDatabase] on <span class=\"o\">[<\/span>Cluster0.]\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d033637434c4406bd3070\/45-0.png\" alt=\"Screen Shot 2022-06-09 at 13.51.47.png\" \/><\/p>\n<pre class=\"post-pre\"><code>MongoServerError: BSON field <span class=\"s1\">'create.clusteredIndex'<\/span> is the wrong <span class=\"nb\">type<\/span> <span class=\"s1\">'object'<\/span>, expected types <span class=\"s1\">'[bool, long, int, decimal, double'<\/span><span class=\"o\">]<\/span>\r\n<\/code><\/pre>\n<p>\u6709\u4e00\u4e2aMongoDB Atlas\u7248\u672c\u7684\u9519\u8bef\uff0c\u5f53\u5347\u7ea7\u52306\u7cfb\u5217\u65f6\uff0c\u9519\u8bef\u6d88\u5931\u4e86\u3002<\/p>\n<h4>\u8fde\u63a5\u9519\u8bef<\/p>\n<pre class=\"post-pre\"><code>MongoServerSelectionError: connect ECONNREFUSED 127.0.0.1:27020\r\n<\/code><\/pre>\n<p>\u5728MongoDB\u7684Atlas\u7248\u672c\u4e2d\u51fa\u73b0\u4e86\u9519\u8bef\uff0c\u4f46\u662f\u5c06\u5b83\u6b63\u786e\u66f4\u65b0\u52306\u7cfb\u5217\u540e\uff0c\u9519\u8bef\u5c31\u6d88\u5931\u4e86\u3002<\/p>\n<h4>\u5bf9\u4e8e\u4e0d\u719f\u6089MongoDB\u548cNodeJS\u7684\u4eba\u6765\u8bf4\uff0c\u9700\u8981\u8fdb\u884c\u7b80\u5355\u7684\u5b66\u4e60\u3002&nbsp;<\/p>\n<pre class=\"post-pre\"><code>brew tap mongodb\/brew\r\nbrew install mongodb-community\r\nbrew services start mongodb-community\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>brew <span class=\"nb\">install <\/span>mongodb-atlas-cli\r\n<\/code><\/pre>\n<h2>\u7a0b\u5e8f\u7684\u89e3\u91ca\u7528\u8fc7<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">make_data_key.js<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">insert_encrypted_document.js<\/ul>\n<p>\u5bf9\u4e8e\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u53ea\u9700\u8981\u7528\u4e2d\u6587\u7b80\u5355\u89e3\u91ca\u4e00\u4e0b\u3002<\/p>\n<h3>\u521b\u5efa\u6570\u636e\u952e.js .js)<br \/>\n\u662f\u7684\uff0c\u6b63\u5982\u540d\u5b57\u6240\u793a\uff0c<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">KMS\u306e\u30de\u30b9\u30bf\u30fc\u30ad\u30fc<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6697\u53f7\u5316\u3057\u305f\u3044\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u30b3\u30f3\u30d5\u30a3\u30ae\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u304b\u3089\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u6697\u53f7\u5316\u3059\u308b\u305f\u3081\u306e\u9375\u3092\u751f\u6210\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code><span class=\"kd\">const<\/span> <span class=\"nx\">eDB<\/span> <span class=\"o\">=<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">encryption<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"kd\">const<\/span> <span class=\"nx\">eKV<\/span> <span class=\"o\">=<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">__keyVault<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"kd\">const<\/span> <span class=\"nx\">keyVaultNamespace<\/span> <span class=\"o\">=<\/span> <span class=\"s2\">`<\/span><span class=\"p\">${<\/span><span class=\"nx\">eDB<\/span><span class=\"p\">}<\/span><span class=\"s2\">.<\/span><span class=\"p\">${<\/span><span class=\"nx\">eKV<\/span><span class=\"p\">}<\/span><span class=\"s2\">`<\/span><span class=\"p\">;<\/span>\r\n<span class=\"kd\">const<\/span> <span class=\"nx\">secretDB<\/span> <span class=\"o\">=<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">Cluster0<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"kd\">const<\/span> <span class=\"nx\">secretCollection<\/span> <span class=\"o\">=<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">patients<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<\/code><\/pre>\n<p>\u8fd9\u6bb5\u63cf\u8ff0\u4f1a\u751f\u6210\u5728\u96c6\u5408&#8221;encryption.__keyVault&#8221;\u4e2d\u6240\u9700\u7684\u5bc6\u94a5\u3002<\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u8981\u5b58\u50a8\u7684\uff08\u52a0\u5bc6\u7684\uff09\u6570\u636e\u8868\u793a\u4e3a\u5b58\u50a8\u5728 Cluster0.patients \u96c6\u5408\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code>  <span class=\"kd\">const<\/span> <span class=\"nx\">clientEnc<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">ClientEncryption<\/span><span class=\"p\">(<\/span><span class=\"nx\">keyVaultClient<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"na\">keyVaultNamespace<\/span><span class=\"p\">:<\/span> <span class=\"nx\">keyVaultNamespace<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"na\">kmsProviders<\/span><span class=\"p\">:<\/span> <span class=\"nx\">kmsProviders<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"p\">});<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">dek1<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">clientEnc<\/span><span class=\"p\">.<\/span><span class=\"nf\">createDataKey<\/span><span class=\"p\">(<\/span><span class=\"nx\">provider<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"na\">masterKey<\/span><span class=\"p\">:<\/span> <span class=\"nx\">masterKey<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"na\">keyAltNames<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">dataKey1<\/span><span class=\"dl\">\"<\/span><span class=\"p\">],<\/span>\r\n  <span class=\"p\">});<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">dek2<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">clientEnc<\/span><span class=\"p\">.<\/span><span class=\"nf\">createDataKey<\/span><span class=\"p\">(<\/span><span class=\"nx\">provider<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"na\">masterKey<\/span><span class=\"p\">:<\/span> <span class=\"nx\">masterKey<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"na\">keyAltNames<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">dataKey2<\/span><span class=\"dl\">\"<\/span><span class=\"p\">],<\/span>\r\n  <span class=\"p\">});<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">dek3<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">clientEnc<\/span><span class=\"p\">.<\/span><span class=\"nf\">createDataKey<\/span><span class=\"p\">(<\/span><span class=\"nx\">provider<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"na\">masterKey<\/span><span class=\"p\">:<\/span> <span class=\"nx\">masterKey<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"na\">keyAltNames<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">dataKey3<\/span><span class=\"dl\">\"<\/span><span class=\"p\">],<\/span>\r\n  <span class=\"p\">});<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">dek4<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">clientEnc<\/span><span class=\"p\">.<\/span><span class=\"nf\">createDataKey<\/span><span class=\"p\">(<\/span><span class=\"nx\">provider<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"na\">masterKey<\/span><span class=\"p\">:<\/span> <span class=\"nx\">masterKey<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"na\">keyAltNames<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">dataKey4<\/span><span class=\"dl\">\"<\/span><span class=\"p\">],<\/span>\r\n  <span class=\"p\">});<\/span>\r\n<\/code><\/pre>\n<p>\u4ee5\u6b64\u65b9\u5f0f\u5236\u4f5c\u94a5\u5319<\/p>\n<pre class=\"post-pre\"><code>  <span class=\"kd\">const<\/span> <span class=\"nx\">encryptedFieldsMap<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"p\">[<\/span><span class=\"s2\">`<\/span><span class=\"p\">${<\/span><span class=\"nx\">secretDB<\/span><span class=\"p\">}<\/span><span class=\"s2\">.<\/span><span class=\"p\">${<\/span><span class=\"nx\">secretCollection<\/span><span class=\"p\">}<\/span><span class=\"s2\">`<\/span><span class=\"p\">]:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"na\">fields<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"na\">keyId<\/span><span class=\"p\">:<\/span> <span class=\"nx\">dek1<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"na\">path<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">phoneNumber<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"na\">bsonType<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">string<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"na\">queries<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span> <span class=\"na\">queryType<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">equality<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">},<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"na\">keyId<\/span><span class=\"p\">:<\/span> <span class=\"nx\">dek2<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"na\">path<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">medications<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"na\">bsonType<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">array<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"na\">keyId<\/span><span class=\"p\">:<\/span> <span class=\"nx\">dek3<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"na\">path<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">patientRecord.ssn<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"na\">bsonType<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">string<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"na\">queries<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span> <span class=\"na\">queryType<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">equality<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">},<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"na\">keyId<\/span><span class=\"p\">:<\/span> <span class=\"nx\">dek4<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"na\">path<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">patientRecord.billing<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"na\">bsonType<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">object<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"p\">},<\/span>\r\n      <span class=\"p\">],<\/span>\r\n    <span class=\"p\">},<\/span>\r\n  <span class=\"p\">};<\/span>\r\n<\/code><\/pre>\n<p>\u6211\u5c06\u4e3a\u8981\u8fdb\u884c\u52a0\u5bc6\u7684\u5b57\u6bb5\u5206\u914d\u5404\u81ea\u7684\u5bc6\u94a5\u3002\u6b64\u5916\uff0c\u5728\u67e5\u8be2\u90e8\u5206\uff0c\u901a\u8fc7\u6307\u5b9a\u76f8\u7b49\u6027\uff0c\u660e\u786e\u8868\u793a\u8981\u5bf9\u8be5\u5b57\u6bb5\u8fdb\u884c\u5339\u914d\u641c\u7d22\u3002\u8fd9\u4e9b\u662f\u914d\u7f6e\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p>\u6267\u884c\u540e\uff0c\u5e94\u8be5\u4f1a\u751f\u6210\u5982\u4e0b\u7684\u5bc6\u94a5\u3002\uff08\u4f7f\u7528MongoDB Compass\u8fdb\u884c\u786e\u8ba4\u3002\uff09<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d033637434c4406bd3070\/71-0.png\" alt=\"Screen Shot 2022-06-09 at 14.17.42.png\" \/><\/p>\n<h3>\u63d2\u5165\u52a0\u5bc6\u6587\u6863.js .js)\u63a5\u4e0b\u6765\uff0c\u5173\u4e8e\u8fd9\u4e2a\u7a0b\u5e8f\uff0c<br \/>\n\u5b9e\u9645\u4e0a\u662f\u8981\u63d2\u5165\u4e00\u6761\u5f85\u52a0\u5bc6\u7684\u6570\u636e\uff0c\u7136\u540e\u5bf9\u8fd9\u6761\u63d2\u5165\u7684\u6570\u636e\u8fdb\u884c\u5904\u7406\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u9375\u306e\u5b58\u5728\u3092\u77e5\u3089\u306a\u3044\u30af\u30e9\u30a4\u30a2\u30f3\u30c8(unencryptedClient)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u9375\u306e\u5b58\u5728\u3092\u77e5\u3063\u3066\u3044\u308b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8(encryptedClient)<\/ul>\n<p>\u4ece\u4e24\u4e2a\u5ba2\u6237\u7aef\u53d1\u51fa\u67e5\u8be2\u8bf7\u6c42\uff0c\u5e76\u5206\u522b\u5904\u7406\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6697\u53f7\u5316\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u5fa9\u53f7\u3055\u308c\u305f\u30c7\u30fc\u30bf<\/ul>\n<p>\u8fd9\u662f\u4e00\u4e2a\u663e\u793a\u8fd4\u56de\u7684\u7a0b\u5e8f\u3002<\/p>\n<p>\u8be6\u7ec6\u8bf4\u6765\uff0c<\/p>\n<pre class=\"post-pre\"><code>    <span class=\"k\">await<\/span> <span class=\"nx\">encryptedColl<\/span><span class=\"p\">.<\/span><span class=\"nf\">insertOne<\/span><span class=\"p\">({<\/span>\r\n      <span class=\"na\">firstName<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">Jon<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"na\">lastName<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">Doe<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"na\">patientId<\/span><span class=\"p\">:<\/span> <span class=\"mi\">12345678<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"na\">address<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">157 Electric Ave.<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"na\">phoneNumber<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">012-3456-7890<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"na\">patientRecord<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"na\">ssn<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">987-65-4320<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"na\">billing<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n          <span class=\"na\">type<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">Visa<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"na\">number<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">4111111111111111<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"p\">},<\/span>\r\n      <span class=\"p\">},<\/span>\r\n      <span class=\"na\">medications<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Atorvastatin<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">Levothyroxine<\/span><span class=\"dl\">\"<\/span><span class=\"p\">],<\/span>\r\n    <span class=\"p\">});<\/span>\r\n<\/code><\/pre>\n<p>\u901a\u8fc7\u63d2\u5165\u4e00\u540d\u60a3\u8005\u7684\u6570\u636e\u3002<br \/>\n\u63d2\u5165\u6570\u636e\u540e\uff0c\u5b83\u88ab\u5b9e\u9645\u52a0\u5bc6\u6210\u8fd9\u6837\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d033637434c4406bd3070\/81-0.png\" alt=\"Screen Shot 2022-06-09 at 14.17.59.png\" \/>\u5176\u4e2d\uff0c\u5728 make_data_key.js \u4e2d\u6307\u5b9a\u7684<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">phoneNumber<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">patientRecord.ssn<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">patientRecord.billing<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">medications<\/ul>\n<p>\u6b63\u5728\u88ab\u52a0\u5bc6\u5904\u7406\u3002<\/p>\n<p>\u6b64\u5916\uff0c<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">await<\/span> <span class=\"nx\">encryptedColl<\/span><span class=\"p\">.<\/span><span class=\"nf\">findOne<\/span><span class=\"p\">({<\/span> <span class=\"na\">firstName<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">Jon<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">})<\/span>\r\n<span class=\"k\">await<\/span> <span class=\"nx\">encryptedColl<\/span><span class=\"p\">.<\/span><span class=\"nf\">findOne<\/span><span class=\"p\">({<\/span> <span class=\"na\">phoneNumber<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">012-3456-7890<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">})<\/span>\r\n<\/code><\/pre>\n<p>\u60a8\u53ef\u4ee5\u5728\u8bf8\u5982\u6b64\u7c7b\u7684\u5730\u65b9\u53d1\u9001\u67e5\u8be2\u3002<br \/>\n\u4e0a\u65b9\u662f\u9488\u5bf9\u672a\u52a0\u5bc6\u5b57\u6bb5firstName\u7684\u67e5\u8be2\uff0c<br \/>\n\u4e0b\u65b9\u662f\u9488\u5bf9\u5df2\u52a0\u5bc6\u5b57\u6bb5phoneNumber\u7684\u67e5\u8be2\u3002<\/p>\n<p>\u67e5\u8be2\u7684\u7ed3\u679c\u5206\u522b\u4e3a<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d033637434c4406bd3070\/89-0.png\" alt=\"Screen Shot 2022-06-09 at 14.20.00.png\" \/><\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d033637434c4406bd3070\/90-0.png\" alt=\"Screen Shot 2022-06-09 at 14.20.33.png\" \/>\u901a\u8fc7\u4f7f\u7528encryptedClient\uff0c\u6211\u4eec\u53ef\u4ee5\u786e\u8ba4\u6570\u636e\u88ab\u6b63\u786e\u89e3\u5bc6\u5e76\u8fdb\u884c\u67e5\u770b\u3002<\/p>\n<h2>\u9a8c\u8bc1\u7ed3\u679c<br \/>\n\u6839\u636e\u9a8c\u8bc1\u7ed3\u679c\uff0c<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">AWS\u306eKMS\u3067\u4f5c\u3063\u305f\u30de\u30b9\u30bf\u30fc\u9375\u3068\u306e\u9023\u643a<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6697\u53f7\u5316\u3057\u305f\u3044\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u6307\u5b9a\u3001\u30b3\u30f3\u30d5\u30a3\u30ae\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u306e\u30a4\u30f3\u30b5\u30fc\u30c8<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30a4\u30f3\u30b5\u30fc\u30c8\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304c\u6697\u53f7\u5316\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u306e\u78ba\u8a8d<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u6697\u53f7\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5bfe\u3057\u3066\u306e\u4e00\u81f4\u691c\u7d22\u3001\u7d50\u679c\u304c\u5fa9\u53f7\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u306e\u78ba\u8a8d<\/ul>\n<p>\u5728\u4e2d\u56fd\u7684\u6bcd\u8bed\u4e2d\u8fdb\u884c\u6539\u8ff0\uff1a<\/p>\n<p>\u867d\u7136\u6211\u80fd\u591f\u5b8c\u6210\uff0c\u4f46\u5173\u952e\u7684<\/p>\n<ul class=\"post-ul\">\u6697\u53f7\u5316\u3055\u308c\u3066\u3044\u308b\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5bfe\u3057\u3066\u306e\u4e00\u81f4\u691c\u7d22<\/ul>\n<p>\u5f53\u5c1d\u8bd5\u6267\u884c\u65f6\u9047\u5230\u7684\u9519\u8bef\u65e0\u6cd5\u89e3\u51b3\uff0c\u7ed3\u679c\u53ea\u80fd\u6682\u505c\u5e76\u7ec8\u6b62\u4e86\u3002<\/p>\n<h2>\u8bd5\u7528\u540e\u7684\u611f\u53d7\u6211\u60f3\u8981\u5bf9\u52a0\u5bc6\u5b57\u6bb5\u8fdb\u884c\u5339\u914d\u641c\u7d22\uff0c\u4e5f\u5c31\u662f\u4f7f\u7528\u53ef\u641c\u7d22\u52a0\u5bc6\u6765\u4ee5\u52a0\u5bc6\u72b6\u6001\u63d0\u51fa\u67e5\u8be2\u5e76\u68c0\u67e5\u5b83\u662f\u5426\u6709\u6548\uff0c\u4f46\u7531\u4e8e\u540e\u7eed\u9047\u5230\u7684\u9519\u8bef\u800c\u65e0\u6cd5\u6267\u884c\uff0c\u65f6\u95f4\u4e5f\u4e0d\u591f\u4e86\uff0c\u6240\u4ee5\u6211\u6682\u65f6\u653e\u5f03\u4e86\u3002\u6211\u8ba4\u4e3a\u8fd9\u53ef\u80fd\u662f\u6211\u7684\u95ee\u9898\uff0c\u6240\u4ee5\u6211\u6253\u7b97\u5728\u6709\u65f6\u95f4\u7684\u65f6\u5019\u518d\u5c1d\u8bd5\u4e00\u4e0b\u3002<\/p>\n<p>\u4e0e\u5176\u4ed6KMS\u7684\u534f\u4f5c\u4ee5\u53ca\u5728\u5b57\u6bb5\u4e0a\u751f\u6210\u5bc6\u94a5\u7684\u8fc7\u7a0b\uff0c\u6570\u636e\u63d2\u5165\u7b49\u90fd\uff08\u76f8\u5bf9\u5730\uff09\u987a\u5229\u8fdb\u884c\uff0c\u6211\u89c9\u5f97\u975e\u5e38\u6613\u7528\u3002<\/p>\n<p>MongoDB\u7684\u5ba2\u6237\u7aef\u76ee\u524d\u53ea\u652f\u6301NodeJS\uff0c\u5bf9\u4e8e\u4e4b\u524d\u6709\u4f7f\u7528\u7ecf\u9a8c\u7684\u4eba\u6765\u8bf4\uff0c\u5e94\u8be5\u53ef\u4ee5\u987a\u5229\u8fdb\u884c\u9a8c\u8bc1\u3002<br \/>\n\u6211\u6709NodeJS\u7684\u7ecf\u9a8c\uff0c\u4f46\u4eceNodeJS\u4f7f\u7528MongoDB\u7684\u7ecf\u9a8c\u6765\u8bf4\uff0c\u6211\u53ea\u80fd\u9a8c\u8bc1\u8fc7\u4e00\u4e24\u6b21\uff0c\u6240\u4ee5\u7406\u89e3\u8d77\u6765\u82b1\u4e86\u4e00\u4e9b\u65f6\u95f4\u3002<\/p>\n<p>\u6211\u89c9\u5f97\u5ba2\u6237\u7aef\u7684\u5e93\u3001\u52a0\u5bc6\u5e93\u7b49\u90fd\u662f\u5f00\u6e90\u7684\uff0c\u5373\u4f7f\u51fa\u9519\u65f6\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u9605\u8bfb\u6e90\u4ee3\u7801\u8fdb\u884c\u8c03\u8bd5\uff0c\u5bf9\u5f00\u53d1\u8005\u6765\u8bf4\u975e\u5e38\u65b9\u4fbf\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u7531\u4e8e\u5b98\u65b9\u7684Git\u5b58\u50a8\u5e93\u4e2d\u7684\u7a0b\u5e8f\u51fa\u73b0\u4e86\u4e00\u4e9b\u57fa\u672c\u9519\u8bef\uff0c\u6240\u4ee5\u6211\u8ba4\u4e3a\u5b83\u8fd8\u5904\u4e8e\u529f\u80fd\u51c6\u5907\u9636\u6bb5\u3002<br \/>\n\u5b9e\u9645\u4e0a\uff0c\u901a\u8fc7\u4ed4\u7ec6\u9605\u8bfb\u4ee3\u7801\uff0c\u53ef\u4ee5\u89e3\u51b3\u8fd9\u4e2a\u9519\u8bef\u3002<\/p>\n<h2>\u603b\u7ed3\u6211\u5df2\u7ecf\u5c06\u4f7f\u7528\u7684\u4ee3\u7801\u4e0a\u4f20\u5230\u4e86GitHub\u4e0a\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u8fd9\u6b21\uff0c\u6211\u7ee7\u7eed\u5728\u4e4b\u524d\u7684\u6587\u7ae0\u57fa\u7840\u4e0a\u8ffd\u8e2a MongoDB 6.0.0 \u53ca\u5176\u540e\u7eed\u7248\u672c\u4e2d\u589e\u52a0\u7684\u201c\u53ef\u641c\u7d22\u52a0\u5bc6\u201d\u529f\u80fd\u7684\u5b9e\u9645\u8fd0\u7528\u60c5\u51b5\uff0c\u5e76\u7f16\u5199\u4e86\u6559\u7a0b\u4ee3\u7801\u3002<\/p>\n<p>\u5bf9\u4e8e\u6211\u4e00\u76f4\u60f3\u8981\u89e3\u51b3\u7684\u5bc6\u7801\u9886\u57df\u7684\u5339\u914d\u641c\u7d22\u95ee\u9898\uff0c\u5f88\u9057\u61be\u5730\u6211\u6ca1\u80fd\u6210\u529f\uff0c\u4f46\u6211\u8ba4\u4e3a\u53ef\u80fd\u662f\u56e0\u4e3a\u6211\u7406\u89e3\u4e0d\u591f\uff0c\u6240\u4ee5\u6211\u6253\u7b97\u518d\u6b21\u5c1d\u8bd5\u5e76\u66f4\u65b0\u6587\u7ae0\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u5e76\u6ca1\u6709\u8be6\u7ec6\u8bf4\u660e\u529f\u80fd\uff0c\u4f46\u5728\u4e0a\u7bc7\u6587\u7ae0\u4e2d\u6211\u4eec\u8ba8\u8bba\u4e86\u53ef\u641c\u7d22\u52a0\u5bc6\uff0c\u56e0\u6b64\u975e\u5f00\u53d1\u8005\u7684\u8bfb\u8005\u53ef\u4ee5\u9605\u8bfb\u90a3\u7bc7\u6587\u7ae0\u3002<\/p>\n<p>\u6211\u4e2a\u4eba\u5f88\u559c\u6b22MongoDB\u8fd9\u4e2a\u670d\u52a1\uff0c\u6240\u4ee5\u6211\u6253\u7b97\u7ee7\u7eed\u5173\u6ce8\u5b83\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u5728\u7f8e\u56fd\u62db\u52df\u4e86\u4e0e\u6b64\u7c7b\u5b89\u5168\u6027\u76f8\u5173\u7684\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\uff0c\u5982\u679c\u60a8\u611f\u5174\u8da3\u7684\u8bdd\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u4e0e\u4ed6\u4eec\u8054\u7cfb\u3002\u9876\u5c16\u5f00\u53d1\u8005\u7684\u4e24\u4e2a\u63a8\u7279\u8d26\u53f7\u662f\u8fd9\u6837\u7684\u3002<\/p>\n<p>Senny Kamara \u5148\u751f (Senny Kamara teacher)<\/p>\n<p>&nbsp;<\/p>\n<p>Tarik Moataz \u3055\u3093\u53ef\u4ee5\u5728 Twitter \u4e0a\u627e\u5230\uff0c\u8d26\u53f7\u4e3a https:\/\/twitter.com\/tarikmoataz\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u8fd9\u56de\u5c31\u5230\u8fd9\u91cc\u5427\u3002<\/p>\n<p>@kenmaro please provide the sentence you want me to paraphrase in Chinese.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>@kenmaro \u60a8\u597d\u3002\u6211\u901a\u5e38\u4f1a\u53d1\u8868\u5173\u4e8e\u79d8\u5bc6\u8ba1\u7b97\u548c\u540c\u6001\u52a0\u5bc6\u7b49\u65b9\u9762\u7684\u6587\u7ae0\u3002 \u5bf9\u4e8e\u4e0e\u79d8\u5bc6\u8ba1\u7b97\u76f8\u5173\u7684\u6587\u7ae0\u6458\u8981\uff0c\u8bf7\u53c2\u9605 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[227],"class_list":["post-29662","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-227"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010\u5b9e\u64cd\u7bc7\u3011\u8be6\u89e3MongoDB\u53ef\u641c\u7d22\u52a0\u5bc6\u7684\u4f7f\u7528\u65b9\u6cd5\uff01 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u3010\u5b9e\u64cd\u7bc7\u3011\u8be6\u89e3MongoDB\u53ef\u641c\u7d22\u52a0\u5bc6\u7684\u4f7f\u7528\u65b9\u6cd5\uff01\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\" 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