{"id":2499,"date":"2025-03-09T09:40:06","date_gmt":"2025-03-09T01:40:06","guid":{"rendered":"https:\/\/www.laixuexila.com\/?p=2499"},"modified":"2025-03-09T13:00:33","modified_gmt":"2025-03-09T05:00:33","slug":"%e5%a6%82%e4%bd%95%e4%bc%98%e5%8c%96-mongodb-%e6%ad%a3%e5%88%99%e8%a1%a8%e8%be%be%e5%bc%8f%e6%9f%a5%e8%af%a2%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.laixuexila.com\/index.php\/2025\/03\/09\/%e5%a6%82%e4%bd%95%e4%bc%98%e5%8c%96-mongodb-%e6%ad%a3%e5%88%99%e8%a1%a8%e8%be%be%e5%bc%8f%e6%9f%a5%e8%af%a2%ef%bc%9f\/","title":{"rendered":"\u5982\u4f55\u4f18\u5316 MongoDB \u6b63\u5219\u8868\u8fbe\u5f0f\u67e5\u8be2\uff1f"},"content":{"rendered":"\n<p>\u4f18\u5316 MongoDB \u6b63\u5219\u8868\u8fbe\u5f0f\u67e5\u8be2\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u67e5\u8be2\u6027\u80fd\uff0c\u7279\u522b\u662f\u5728\u6570\u636e\u91cf\u8f83\u5927\u6216\u5b57\u6bb5\u5185\u5bb9\u590d\u6742\u7684\u60c5\u51b5\u4e0b\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u4f18\u5316\u7b56\u7565\uff1a<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1. \u4f7f\u7528\u524d\u7f00\u5339\u914d<\/strong><\/h2>\n\n\n\n<p>\u5982\u679c\u6b63\u5219\u8868\u8fbe\u5f0f\u4ece\u5b57\u6bb5\u7684\u5f00\u59cb\u90e8\u5206\u5f00\u59cb\u5339\u914d\uff0cMongoDB \u53ef\u4ee5\u5229\u7528<strong>\u524d\u7f00\u7d22\u5f15<\/strong>\u6765\u52a0\u901f\u67e5\u8be2\u3002\u901a\u8fc7\u907f\u514d\u4f7f\u7528 <code>.*<\/code> \u6216\u5176\u4ed6\u4f1a\u626b\u63cf\u6574\u4e2a\u5b57\u6bb5\u7684\u6a21\u5f0f\uff0cMongoDB \u53ef\u4ee5\u66f4\u6709\u6548\u5730\u4f7f\u7528\u7d22\u5f15\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>(1) \u4f7f\u7528\u524d\u7f00\u5339\u914d<\/strong><\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>db.users.find({ username: { $regex: \/^admin\/ } })<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fd9\u79cd\u67e5\u8be2\u5339\u914d\u6240\u6709\u4ee5 <code>admin<\/code> \u5f00\u5934\u7684\u7528\u6237\u540d\uff0cMongoDB \u53ef\u4ee5\u5229\u7528\u7d22\u5f15\u4f18\u5316\u67e5\u8be2\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>(2) \u907f\u514d\u5168\u5b57\u6bb5\u5339\u914d<\/strong><\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>db.users.find({ username: { $regex: \/admin\/ } })<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0a\u8ff0\u67e5\u8be2\u6ca1\u6709\u6307\u5b9a\u524d\u7f00\uff0cMongoDB \u9700\u8981\u626b\u63cf\u6574\u4e2a\u5b57\u6bb5\u5185\u5bb9\uff0c\u53ef\u80fd\u5bfc\u81f4\u6027\u80fd\u4e0b\u964d\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2. \u5229\u7528 MongoDB \u7d22\u5f15<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>(1) \u4e3a\u67e5\u8be2\u5b57\u6bb5\u521b\u5efa\u7d22\u5f15<\/strong><\/h3>\n\n\n\n<p>\u5c3d\u7ba1\u6b63\u5219\u67e5\u8be2\u901a\u5e38\u65e0\u6cd5\u5b8c\u5168\u5229\u7528\u7d22\u5f15\uff0c\u524d\u7f00\u5339\u914d\u53ef\u4ee5\u901a\u8fc7<strong>\u521b\u5efa\u7d22\u5f15<\/strong>\u6765\u4f18\u5316\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u4e2a\u5b57\u6bb5\u4e0a\u521b\u5efa\u4e00\u4e2a\u7d22\u5f15\u6765\u52a0\u901f\u67e5\u8be2\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>db.users.createIndex({ username: 1 })<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fd9\u79cd\u7d22\u5f15\u53ef\u4ee5\u4f18\u5316\u524d\u7f00\u5339\u914d\uff08\u5982 <code>^admin<\/code>\uff09\u7684\u67e5\u8be2\uff0c\u5c24\u5176\u662f\u5728\u5339\u914d\u8f83\u957f\u5b57\u6bb5\u7684\u5f00\u5934\u65f6\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>(2) \u4f7f\u7528\u54c8\u5e0c\u7d22\u5f15<\/strong><\/h3>\n\n\n\n<p>\u5982\u679c\u4f60\u7684\u67e5\u8be2\u662f\u5bf9\u76f8\u5bf9\u8f83\u77ed\u7684\u6587\u672c\u8fdb\u884c\u5339\u914d\uff0c\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u54c8\u5e0c\u7d22\u5f15\u3002\u4f8b\u5982\uff0c\u5728\u67e5\u8be2\u7528\u6237\u7684\u7528\u6237\u540d\u65f6\uff0c\u53ef\u4ee5\u4e3a\u7528\u6237\u540d\u5b57\u6bb5\u521b\u5efa\u54c8\u5e0c\u7d22\u5f15\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>db.users.createIndex({ username: \"hashed\" })<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u4e8e\u7279\u5b9a\u6a21\u5f0f\uff08\u4f8b\u5982\u7cbe\u786e\u5339\u914d\uff09\u975e\u5e38\u6709\u6548\uff0c\u4f46\u65e0\u6cd5\u7528\u4e8e\u5168\u6587\u641c\u7d22\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3. \u4f7f\u7528\u5168\u6587\u7d22\u5f15\uff08Text Index\uff09\u66ff\u4ee3\u6b63\u5219\u8868\u8fbe\u5f0f<\/strong><\/h2>\n\n\n\n<p>MongoDB \u63d0\u4f9b\u4e86\u6587\u672c\u7d22\u5f15\uff08<code>$text<\/code>\uff09\u6765\u6267\u884c\u9ad8\u6548\u7684\u6587\u672c\u641c\u7d22\uff0c\u901a\u5e38\u6bd4\u6b63\u5219\u67e5\u8be2\u66f4\u5feb\u3002\u5c24\u5176\u662f\u5728\u9700\u8981\u8fdb\u884c\u5173\u952e\u8bcd\u641c\u7d22\u65f6\uff0c\u6587\u672c\u7d22\u5f15\u53ef\u4ee5\u63d0\u9ad8\u67e5\u8be2\u6027\u80fd\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>(1) \u521b\u5efa\u5168\u6587\u7d22\u5f15<\/strong><\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>db.users.createIndex({ username: \"text\" })<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>(2) \u4f7f\u7528\u5168\u6587\u7d22\u5f15\u8fdb\u884c\u67e5\u8be2<\/strong><\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>db.users.find({ $text: { $search: \"admin\" } })<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u5168\u6587\u7d22\u5f15\u53ef\u4ee5\u52a0\u901f\u67e5\u8be2\uff0c\u907f\u514d\u4e86\u6b63\u5219\u8868\u8fbe\u5f0f\u53ef\u80fd\u5e26\u6765\u7684\u6027\u80fd\u95ee\u9898\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6ce8\u610f\uff1a<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>$text<\/code> \u67e5\u8be2\u4ec5\u652f\u6301\u641c\u7d22\u5355\u8bcd\u800c\u4e0d\u662f\u6b63\u5219\u8868\u8fbe\u5f0f\u6a21\u5f0f\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u6587\u672c\u7d22\u5f15\u65f6\uff0cMongoDB \u4f1a\u4e3a\u6bcf\u4e2a\u5b57\u6bb5\u521b\u5efa\u5012\u6392\u7d22\u5f15\uff0c\u8fd9\u5bf9\u4e8e\u5339\u914d\u5173\u952e\u8bcd\u975e\u5e38\u9ad8\u6548\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4. \u9650\u5236\u8fd4\u56de\u7ed3\u679c<\/strong><\/h2>\n\n\n\n<p>\u5728\u8fdb\u884c\u6b63\u5219\u8868\u8fbe\u5f0f\u67e5\u8be2\u65f6\uff0c\u9650\u5236\u67e5\u8be2\u7684\u8fd4\u56de\u5b57\u6bb5\u6216\u6570\u91cf\uff0c\u53ef\u4ee5\u51cf\u5c11\u6570\u636e\u5904\u7406\u91cf\uff0c\u63d0\u9ad8\u6027\u80fd\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>(1) \u4f7f\u7528\u6295\u5f71\u9650\u5236\u8fd4\u56de\u5b57\u6bb5<\/strong><\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>db.users.find({ username: { $regex: \/^admin\/ } }, { username: 1, _id: 0 })<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901a\u8fc7\u53ea\u8fd4\u56de\u5fc5\u8981\u5b57\u6bb5\uff0c\u53ef\u4ee5\u51cf\u5c11 I\/O \u5f00\u9500\u548c\u6570\u636e\u4f20\u8f93\u65f6\u95f4\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>(2) \u4f7f\u7528\u5206\u9875\u9650\u5236\u7ed3\u679c\u6570\u91cf<\/strong><\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>db.users.find({ username: { $regex: \/^admin\/ } }).limit(10)<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901a\u8fc7\u9650\u5236\u8fd4\u56de\u7684\u6587\u6863\u6570\uff08\u5982\u5206\u9875\u67e5\u8be2\uff09\uff0c\u53ef\u4ee5\u51cf\u5c11\u6570\u636e\u5e93\u7684\u8d1f\u62c5\uff0c\u63d0\u5347\u67e5\u8be2\u901f\u5ea6\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>5. \u907f\u514d\u8fc7\u4e8e\u590d\u6742\u7684\u6b63\u5219\u8868\u8fbe\u5f0f<\/strong><\/h2>\n\n\n\n<p>\u6b63\u5219\u8868\u8fbe\u5f0f\u5339\u914d\u7684\u590d\u6742\u5ea6\u4f1a\u76f4\u63a5\u5f71\u54cd\u67e5\u8be2\u7684\u6027\u80fd\uff0c\u907f\u514d\u4f7f\u7528\u8fc7\u4e8e\u590d\u6742\u7684\u6a21\u5f0f\uff0c\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>.*<\/code>\uff1a\u5728\u6b63\u5219\u8868\u8fbe\u5f0f\u5f00\u59cb\u65f6\u4f7f\u7528\u901a\u914d\u7b26\uff0c\u4f1a\u5bfc\u81f4\u5168\u8868\u626b\u63cf\u3002<\/li>\n\n\n\n<li><code>(abc|def)<\/code>\uff1a\u4f7f\u7528\u5927\u91cf\u7684\u5907\u9009\u6761\u4ef6\u4f1a\u589e\u52a0\u8ba1\u7b97\u5f00\u9500\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>(1) \u7b80\u5316\u6b63\u5219\u8868\u8fbe\u5f0f<\/strong><\/h3>\n\n\n\n<p>\u5c3d\u91cf\u907f\u514d\u590d\u6742\u7684\u6b63\u5219\u8868\u8fbe\u5f0f\uff0c\u4f7f\u7528\u5c3d\u53ef\u80fd\u7b80\u5355\u7684\u6a21\u5f0f\u6765\u63d0\u9ad8\u67e5\u8be2\u6027\u80fd\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u7b80\u5355\u7684\u6a21\u5f0f\uff0c\u6027\u80fd\u66f4\u9ad8\ndb.users.find({ username: { $regex: \/^admin\/ } })<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>(2) \u907f\u514d\u4f7f\u7528 <code>.*<\/code> \u901a\u914d\u7b26<\/strong><\/h3>\n\n\n\n<p><code>.*<\/code> \u4f1a\u5bfc\u81f4\u6b63\u5219\u8868\u8fbe\u5f0f\u5339\u914d\u6574\u4e2a\u5b57\u6bb5\uff0c\u901a\u5e38\u4f1a\u5bfc\u81f4\u6027\u80fd\u4e25\u91cd\u4e0b\u964d\u3002\u5982\u679c\u53ef\u4ee5\u7684\u8bdd\uff0c\u907f\u514d\u4f7f\u7528\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u4e0d\u63a8\u8350\u7684\u505a\u6cd5\uff1a\n\/\/ \u53ef\u80fd\u5bfc\u81f4\u5168\u8868\u626b\u63cf\ndb.users.find({ username: { $regex: \/admin.*\/ } })<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>6. \u4f7f\u7528\u805a\u5408\u7ba1\u9053\u8fdb\u884c\u4f18\u5316<\/strong><\/h2>\n\n\n\n<p>\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u4f7f\u7528 MongoDB \u7684\u805a\u5408\u7ba1\u9053\u6765\u63d0\u9ad8\u67e5\u8be2\u6548\u7387\uff0c\u7279\u522b\u662f\u5728\u9700\u8981\u5bf9\u67e5\u8be2\u7ed3\u679c\u8fdb\u884c\u8fdb\u4e00\u6b65\u5904\u7406\u65f6\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>db.users.aggregate(&#91;\n  { $match: { username: { $regex: \/^admin\/ } } },\n  { $limit: 10 },\n  { $project: { username: 1, _id: 0 } }\n])<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u805a\u5408\u7ba1\u9053\u6765\u63a7\u5236\u67e5\u8be2\u7684\u987a\u5e8f\u548c\u5b57\u6bb5\u7684\u7b5b\u9009\uff0c\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>7. \u76d1\u63a7\u4e0e\u6027\u80fd\u5206\u6790<\/strong><\/h2>\n\n\n\n<p>MongoDB \u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u5de5\u5177\u6765\u76d1\u63a7\u67e5\u8be2\u6027\u80fd\uff0c\u5e2e\u52a9\u53d1\u73b0\u6b63\u5219\u67e5\u8be2\u7684\u74f6\u9888\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>explain()<\/strong>\uff1a\u53ef\u4ee5\u7528\u6765\u67e5\u770b\u67e5\u8be2\u7684\u6267\u884c\u8ba1\u5212\uff0c\u5e76\u4e86\u89e3\u67e5\u8be2\u662f\u5426\u5229\u7528\u4e86\u7d22\u5f15\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>db.users.find({ username: { $regex: \/^admin\/ } }).explain(\"executionStats\")<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>8. \u603b\u7ed3<\/strong><\/h2>\n\n\n\n<p>\u4f18\u5316 MongoDB \u6b63\u5219\u8868\u8fbe\u5f0f\u67e5\u8be2\u7684\u7b56\u7565\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u524d\u7f00\u5339\u914d<\/strong>\uff1a\u907f\u514d\u4f7f\u7528 <code>.*<\/code>\uff0c\u5c3d\u91cf\u4f7f\u7528\u5b57\u6bb5\u5f00\u59cb\u90e8\u5206\u8fdb\u884c\u5339\u914d\u3002<\/li>\n\n\n\n<li><strong>\u7d22\u5f15\u4f18\u5316<\/strong>\uff1a\u4e3a\u67e5\u8be2\u5b57\u6bb5\u521b\u5efa\u7d22\u5f15\uff0c\u7279\u522b\u662f\u9488\u5bf9\u524d\u7f00\u5339\u914d\u7684\u67e5\u8be2\u3002<\/li>\n\n\n\n<li><strong>\u5168\u6587\u7d22\u5f15<\/strong>\uff1a\u4f7f\u7528 MongoDB \u7684\u6587\u672c\u7d22\u5f15\u8fdb\u884c\u9ad8\u6548\u7684\u5173\u952e\u8bcd\u641c\u7d22\u3002<\/li>\n\n\n\n<li><strong>\u7b80\u5316\u6b63\u5219\u8868\u8fbe\u5f0f<\/strong>\uff1a\u5c3d\u91cf\u907f\u514d\u590d\u6742\u7684\u6b63\u5219\u8868\u8fbe\u5f0f\uff0c\u5982 <code>.*<\/code> \u548c\u5927\u91cf\u7684\u5907\u9009\u6761\u4ef6\u3002<\/li>\n\n\n\n<li><strong>\u9650\u5236\u7ed3\u679c<\/strong>\uff1a\u4f7f\u7528\u5206\u9875\u548c\u6295\u5f71\u6765\u51cf\u5c11\u8fd4\u56de\u6570\u636e\u91cf\u3002<\/li>\n\n\n\n<li><strong>\u805a\u5408\u7ba1\u9053<\/strong>\uff1a\u5728\u9700\u8981\u8fdb\u4e00\u6b65\u5904\u7406\u67e5\u8be2\u7ed3\u679c\u65f6\uff0c\u4f7f\u7528\u805a\u5408\u7ba1\u9053\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u901a\u8fc7\u7ed3\u5408\u8fd9\u4e9b\u7b56\u7565\uff0c\u4f60\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8 MongoDB 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2536,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[77],"tags":[],"class_list":["post-2499","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mongodb"],"_links":{"self":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/2499","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/comments?post=2499"}],"version-history":[{"count":1,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/2499\/revisions"}],"predecessor-version":[{"id":2500,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/2499\/revisions\/2500"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/media\/2536"}],"wp:attachment":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/media?parent=2499"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/categories?post=2499"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/tags?post=2499"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}