{"id":409,"date":"2025-12-28T01:14:34","date_gmt":"2025-12-27T17:14:34","guid":{"rendered":"https:\/\/www.moping.me\/?p=409"},"modified":"2025-12-28T01:14:35","modified_gmt":"2025-12-27T17:14:35","slug":"redis-zset%e7%9a%84%e5%ba%95%e5%b1%82%e5%ae%9e%e7%8e%b0%e5%8e%9f%e7%90%86%e4%b8%8e%e5%ba%94%e7%94%a8%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"https:\/\/www.moping.me\/index.php\/2025\/12\/28\/redis-zset%e7%9a%84%e5%ba%95%e5%b1%82%e5%ae%9e%e7%8e%b0%e5%8e%9f%e7%90%86%e4%b8%8e%e5%ba%94%e7%94%a8%e5%ae%9e%e8%b7%b5\/","title":{"rendered":"Redis ZSet\u7684\u5e95\u5c42\u5b9e\u73b0\u539f\u7406\u4e0e\u5e94\u7528\u5b9e\u8df5"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\" id=\"u29d736bc\">\u5728\u9ad8\u6027\u80fd\u952e\u503c\u5b58\u50a8\u7cfb\u7edf\u4e2d\uff0cRedis\u7684\u6709\u5e8f\u96c6\u5408\uff08Sorted Set\uff0c\u7b80\u79f0ZSet\uff09\u56e0\u5176\u72ec\u7279\u7684\u6392\u5e8f\u80fd\u529b\u800c\u6210\u4e3a\u4f17\u591a\u5b9e\u65f6\u7cfb\u7edf\u7684\u9996\u9009\u6570\u636e\u7ed3\u6784\u3002\u672c\u6587\u5c06\u6df1\u5165\u5256\u6790ZSet\u7684\u5e95\u5c42\u5b9e\u73b0\u673a\u5236\uff0c\u63ed\u793a\u5176\u9ad8\u6548\u6027\u80fd\u80cc\u540e\u7684\u79d8\u5bc6\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"pz9fy\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"3c69e8e4\">\u4e00\u3001ZSet\u7684\u6838\u5fc3\u67b6\u6784<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"u4e449f49\">ZSet\u7684\u672c\u8d28\u662f<strong>\u53cc\u91cd\u6570\u636e\u7ed3\u6784\u7684\u534f\u540c\u7cfb\u7edf<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8df3\u8868\uff08Skip List\uff09<\/strong>\uff1a\u8d1f\u8d23\u7ef4\u62a4\u5143\u7d20\u7684\u6709\u5e8f\u6027\uff0c\u652f\u6301\u9ad8\u6548\u7684\u8303\u56f4\u67e5\u8be2\u4e0e\u52a8\u6001\u63d2\u5165\u5220\u9664<\/li>\n\n\n\n<li><strong>\u54c8\u5e0c\u8868\uff08Hash Table\uff09<\/strong>\uff1a\u5b58\u50a8\u6210\u5458\uff08member\uff09\u5230\u5206\u6570\uff08score\uff09\u7684\u6620\u5c04\uff0c\u63d0\u4f9bO(1)\u7684\u968f\u673a\u8bbf\u95ee\u80fd\u529b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"u9efe3e67\">\u8fd9\u79cd\u8bbe\u8ba1\u5b8c\u7f8e\u5e73\u8861\u4e86\u65f6\u95f4\u4e0e\u7a7a\u95f4\u590d\u6742\u5ea6\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901a\u8fc7\u54c8\u5e0c\u8868\u5b9e\u73b0\u6210\u5458\u552f\u4e00\u6027\u6821\u9a8c\u548c\u5206\u6570\u5feb\u901f\u8bfb\u53d6<\/li>\n\n\n\n<li>\u901a\u8fc7\u8df3\u8868\u5b9e\u73b0\u52a8\u6001\u6392\u5e8f\u548c\u533a\u95f4\u64cd\u4f5c<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"RZneV\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"6b280c31\">\u4e8c\u3001\u5e95\u5c42\u5b9e\u73b0\u7684\u667a\u80fd\u5207\u6362\u673a\u5236<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"u1a4087b2\">Redis\u91c7\u7528<strong>\u81ea\u9002\u5e94\u5b58\u50a8\u7b56\u7565<\/strong>\u4f18\u5316\u5185\u5b58\u4f7f\u7528\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"1478dde7\">1. \u5c0f\u6570\u636e\u91cf\u573a\u666f\uff08\u538b\u7f29\u5217\u8868\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"uf5016439\">\u5f53\u540c\u65f6\u6ee1\u8db3\u4ee5\u4e0b\u6761\u4ef6\u65f6\uff0c\u4f7f\u7528<strong>\u538b\u7f29\u5217\u8868\uff08Zip List\uff09<\/strong> \uff1a<\/p>\n\n\n\n<pre id=\"t0wiF\" class=\"wp-block-code\"><code>\/\/ \u914d\u7f6e\u9608\u503c\uff08redis.conf\uff09\nzset-max-ziplist-entries 128   \/\/ \u5143\u7d20\u6570\u91cf\u4e0a\u9650\nzset-max-ziplist-value 64      \/\/ \u6210\u5458\/\u5206\u6570\u5b57\u8282\u957f\u5ea6\u4e0a\u9650<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aeca087f\">2. \u5927\u6570\u636e\u91cf\u573a\u666f\uff08\u8df3\u8868+\u54c8\u5e0c\u8868\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"u87af670d\">\u4efb\u4e00\u6761\u4ef6\u4e0d\u6ee1\u8db3\u65f6\u81ea\u52a8\u5207\u6362\u81f3\u6807\u51c6\u5b9e\u73b0\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8df3\u8868\uff1a\u5b58\u50a8score-member\u7684\u6709\u5e8f\u6620\u5c04<\/li>\n\n\n\n<li>\u54c8\u5e0c\u8868\uff1a\u5b58\u50a8member\u2192score\u7684\u53cd\u5411\u6620\u5c04<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"ubdd8cd96\">\ud83d\udca1 <strong>\u8bbe\u8ba1\u54f2\u5b66<\/strong>\uff1a\u5728\u5185\u5b58\u6548\u7387\u548c\u64cd\u4f5c\u6027\u80fd\u95f4\u53d6\u5f97\u5e73\u8861\uff0c\u5c0f\u5bf9\u8c61\u573a\u666f\u8282\u7701\u5185\u5b58\uff0c\u5927\u5bf9\u8c61\u573a\u666f\u4fdd\u8bc1\u64cd\u4f5c\u6548\u7387\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"TBNKC\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"f2a5e1b0\">\u4e09\u3001\u6838\u5fc3\u64cd\u4f5c\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u5206\u6790<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u64cd\u4f5c\u7c7b\u578b<\/td><td>\u547d\u4ee4\u793a\u4f8b<\/td><td>\u65f6\u95f4\u590d\u6742\u5ea6<\/td><td>\u5b9e\u73b0\u673a\u5236<\/td><\/tr><tr><td>\u63d2\u5165\/\u66f4\u65b0<\/td><td><code>ZADD<\/code><\/td><td>O(log N)<\/td><td>\u8df3\u8868\u5b9a\u4f4d\u63d2\u5165\u70b9 + \u54c8\u5e0c\u8868\u66f4\u65b0\u6620\u5c04<\/td><\/tr><tr><td>\u5220\u9664<\/td><td><code>ZREM<\/code><\/td><td>O(log N)<\/td><td>\u8df3\u8868\u5220\u9664\u8282\u70b9 + \u54c8\u5e0c\u8868\u79fb\u9664\u6620\u5c04<\/td><\/tr><tr><td>\u5206\u6570\u67e5\u8be2<\/td><td><code>ZSCORE<\/code><\/td><td>O(1)<\/td><td>\u54c8\u5e0c\u8868\u76f4\u63a5\u8bbf\u95ee<\/td><\/tr><tr><td>\u8303\u56f4\u67e5\u8be2<\/td><td><code>ZRANGE<\/code><\/td><td>O(log N + M)<\/td><td>\u8df3\u8868\u5c42\u95f4\u8df3\u8dc3 + \u5e8f\u5217\u5316\u7ed3\u679c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"u25923903\">\ud83d\udccc <strong>\u5173\u952e\u6d1e\u5bdf<\/strong>\uff1a\u8303\u56f4\u64cd\u4f5c\u7684\u590d\u6742\u5ea6\u4e2dM\u4e3a\u8fd4\u56de\u5143\u7d20\u6570\uff0c\u5927\u91cf\u6570\u636e\u62c9\u53d6\u9700\u8c28\u614e\u4f7f\u7528\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"XX9iW\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"6df40bb3\">\u56db\u3001\u8df3\u8868\u7684\u7cbe\u5de7\u8bbe\u8ba1\uff08Skip List Deep Dive\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"f7d4977d\">1. \u591a\u5c42\u7d22\u5f15\u7ed3\u6784<\/h3>\n\n\n\n<pre id=\"rh32m\" class=\"wp-block-code\"><code>Level 3: 1 ------------------&gt; 9\nLevel 2: 1 --------&gt; 6 ------&gt; 9\nLevel 1: 1 --&gt; 3 --&gt; 6 --&gt; 7 --&gt; 9\nLevel 0: 1, 3, 6, 7, 9 (\u5b8c\u6574\u6709\u5e8f\u94fe\u8868)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ce5ebdaa\">2. \u968f\u673a\u5316\u5c42\u7ea7\u751f\u6210<\/h3>\n\n\n\n<pre id=\"HYz1Q\" class=\"wp-block-code\"><code># \u4f2a\u4ee3\u7801\uff1a\u8282\u70b9\u5c42\u7ea7\u751f\u6210\u7b97\u6cd5\ndef random_level():\n    level = 1\n    while random() &lt; P and level &lt; MAX_LEVEL:  # P\u901a\u5e38\u53d60.25\n        level += 1\n    return level<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"4140e7d6\">3. \u64cd\u4f5c\u6d41\u7a0b\u793a\u4f8b\uff08\u63d2\u5165\u8282\u70b96\uff09<\/h3>\n\n\n\n<pre id=\"QResh\" class=\"wp-block-code\"><code>graph TD\n    A&#91;\u4ece\u6700\u9ad8\u5c42\u5f00\u59cb\u67e5\u627e] --&gt; B{\u6bd4\u8f83\u5f53\u524d\u8282\u70b9\u503c}\n    B --&gt;|\u5c0f\u4e8e6| C&#91;\u5411\u53f3\u79fb\u52a8]\n    B --&gt;|\u5927\u4e8e6| D&#91;\u5411\u4e0b\u79fb\u52a8]\n    C --&gt; E&#91;\u627e\u5230\u63d2\u5165\u4f4d\u7f6e]\n    D --&gt; E\n    E --&gt; F&#91;\u751f\u6210\u968f\u673a\u5c42\u7ea7]\n    F --&gt; G&#91;\u66f4\u65b0\u5404\u5c42\u6307\u9488]<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"ibYkt\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"9d3df4c3\">\u4e94\u3001\u5de5\u7a0b\u5b9e\u8df5\u4e2d\u7684\u5178\u578b\u573a\u666f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"1b0baf5e\">1. \u5b9e\u65f6\u6392\u884c\u699c\u7cfb\u7edf<\/h3>\n\n\n\n<pre id=\"hXPJv\" class=\"wp-block-code\"><code># \u6e38\u620f\u79ef\u5206\u699c\u5b9e\u73b0\nZADD leaderboard 1500 \"player:1\"\nZADD leaderboard 1200 \"player:2\"\nZRANGE leaderboard 0 9 WITHSCORES  # \u83b7\u53d6\u524d\u5341<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"850c79b8\">2. \u5ef6\u8fdf\u4efb\u52a1\u961f\u5217<\/h3>\n\n\n\n<pre id=\"XW157\" class=\"wp-block-code\"><code># \u8ba2\u5355\u8d85\u65f6\u5904\u7406\uff08\u65f6\u95f4\u6233\u4f5c\u4e3ascore\uff09\nZADD delay_queue 1672531200 \"order:1001\"\n# \u540e\u53f0\u8fdb\u7a0b\u8f6e\u8be2\nZRANGEBYSCORE delay_queue 0 1672531200  # \u83b7\u53d6\u5230\u671f\u4efb\u52a1<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"a26507d2\">3. \u793e\u4ea4\u5173\u7cfb\u6392\u5e8f<\/h3>\n\n\n\n<pre id=\"TTddT\" class=\"wp-block-code\"><code># \u5fae\u535a\u7c89\u4e1d\u6570\u6392\u540d\nZADD followers:12345 8888 \"user:678\"\nZREVRANGE followers:12345 0 9  # \u83b7\u53d6\u7c89\u4e1d\u6570\u6700\u9ad8\u768410\u4eba<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"AUBwt\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"951dc0ec\">\u516d\u3001\u9ad8\u9891\u9762\u8bd5\u8003\u70b9\u89e3\u6790<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"3660759a\">1. \u4e3a\u4f55\u9009\u62e9\u8df3\u8868\u800c\u975e\u7ea2\u9ed1\u6811\uff1f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5e76\u53d1\u4f18\u52bf<\/strong>\uff1a\u8df3\u8868\u7684\u591a\u5c42\u94fe\u8868\u7ed3\u6784\u66f4\u6613\u5b9e\u73b0\u65e0\u9501\u5e76\u53d1<\/li>\n\n\n\n<li><strong>\u8303\u56f4\u67e5\u8be2<\/strong>\uff1a\u8df3\u8868\u5929\u7136\u652f\u6301O(log N)\u7684\u533a\u95f4\u904d\u5386<\/li>\n\n\n\n<li><strong>\u5b9e\u73b0\u590d\u6742\u5ea6<\/strong>\uff1a\u8df3\u8868\u4ee3\u7801\u590d\u6742\u5ea6\u663e\u8457\u4f4e\u4e8e\u5e73\u8861\u6811\u65cb\u8f6c\u903b\u8f91<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2bc1a0a3\">2. ZSet\u4e0eSet\u7684\u672c\u8d28\u533a\u522b<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u7279\u6027<\/td><td>Set<\/td><td>ZSet<\/td><\/tr><tr><td>\u6392\u5e8f\u80fd\u529b<\/td><td>\u4e0d\u652f\u6301<\/td><td>\u6309score\u6392\u5e8f<\/td><\/tr><tr><td>\u5b58\u50a8\u5f00\u9500<\/td><td>\u4f4e<\/td><td>\u8f83\u9ad8\uff08\u53cc\u91cd\u7ed3\u6784\uff09<\/td><\/tr><tr><td>\u9002\u7528\u573a\u666f<\/td><td>\u53bb\u91cd\u96c6\u5408<\/td><td>\u6709\u5e8f\u96c6\u5408<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"f3jHy\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"27ec73a7\">\u4e03\u3001\u6027\u80fd\u8c03\u4f18\u5efa\u8bae<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5185\u5b58\u4f18\u5316<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63a7\u5236\u6210\u5458\u540d\u957f\u5ea6\uff08\u5efa\u8bae\u226464\u5b57\u8282\uff09<\/li>\n\n\n\n<li>\u5408\u7406\u8bbe\u7f6e<code>zset-max-ziplist-entries<\/code>\uff08\u5927\u96c6\u5408\u5efa\u8bae\u8c03\u5c0f\uff09<\/li>\n<\/ul>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u64cd\u4f5c\u4f18\u5316<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u907f\u514d\u4e00\u6b21\u6027\u83b7\u53d6\u8d85\u5927\u8303\u56f4\uff08\u4f7f\u7528\u5206\u9875\uff09<\/li>\n\n\n\n<li>\u6279\u91cf\u64cd\u4f5c\u4f7f\u7528<code>ZADD ... NX<\/code>\u7b49\u539f\u5b50\u547d\u4ee4<\/li>\n<\/ul>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>\u76d1\u63a7\u6307\u6807<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<pre id=\"AeZ9Q\" class=\"wp-block-code\"><code># \u76d1\u63a7\u8df3\u8868\u9ad8\u5ea6\nredis-cli --bigkeys  # \u8bc6\u522b\u6f5c\u5728\u5927ZSet<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"QMbwZ\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"433531fd\">\u7ed3\u8bed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"ue04a29fe\">Redis ZSet\u901a\u8fc7<strong>\u8df3\u8868\u4e0e\u54c8\u5e0c\u8868\u7684\u534f\u540c\u8bbe\u8ba1<\/strong>\uff0c\u5728\u4fdd\u8bc1\u5143\u7d20\u552f\u4e00\u6027\u7684\u540c\u65f6\uff0c\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6392\u5e8f\u80fd\u529b\u548c\u9ad8\u6548\u7684\u8303\u56f4\u64cd\u4f5c\u3002\u5176\u81ea\u9002\u5e94\u7684\u5b58\u50a8\u7b56\u7565\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u65e0\u9700\u8fc7\u591a\u5173\u6ce8\u5e95\u5c42\u5b9e\u73b0\u7ec6\u8282\uff0c\u5373\u53ef\u5728\u5404\u79cd\u89c4\u6a21\u7684\u6570\u636e\u573a\u666f\u4e2d\u83b7\u5f97\u4f18\u5f02\u6027\u80fd\u3002\u7406\u89e3\u5176\u5e95\u5c42\u539f\u7406\uff0c\u6709\u52a9\u4e8e\u6211\u4eec\u66f4\u597d\u5730\u8bbe\u8ba1\u5b9e\u65f6\u7cfb\u7edf\uff0c\u5145\u5206\u53d1\u6325Redis\u7684\u6027\u80fd\u6f5c\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"ubfba2dcf\">\ud83d\udcda <strong>\u5ef6\u4f38\u9605\u8bfb<\/strong>\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u300aRedis\u8bbe\u8ba1\u4e0e\u5b9e\u73b0\u300b\u2014\u2014\u9ec4\u5065\u5b8f<\/li>\n\n\n\n<li>\u300aSkip Lists: A Probabilistic Alternative to Balanced Trees\u300b\u2014\u2014William Pugh<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u9ad8\u6027\u80fd\u952e\u503c\u5b58\u50a8\u7cfb\u7edf\u4e2d\uff0cRedis\u7684\u6709\u5e8f\u96c6\u5408\uff08Sorted Set\uff0c\u7b80\u79f0ZSet\uff09\u56e0\u5176\u72ec\u7279\u7684\u6392\u5e8f\u80fd\u529b\u800c\u6210\u4e3a\u4f17\u591a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[34,33],"tags":[37,36],"class_list":["post-409","post","type-post","status-publish","format-standard","hentry","category-redis","category-33","tag-redis","tag-36"],"_links":{"self":[{"href":"https:\/\/www.moping.me\/index.php\/wp-json\/wp\/v2\/posts\/409","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.moping.me\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.moping.me\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.moping.me\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.moping.me\/index.php\/wp-json\/wp\/v2\/comments?post=409"}],"version-history":[{"count":2,"href":"https:\/\/www.moping.me\/index.php\/wp-json\/wp\/v2\/posts\/409\/revisions"}],"predecessor-version":[{"id":411,"href":"https:\/\/www.moping.me\/index.php\/wp-json\/wp\/v2\/posts\/409\/revisions\/411"}],"wp:attachment":[{"href":"https:\/\/www.moping.me\/index.php\/wp-json\/wp\/v2\/media?parent=409"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.moping.me\/index.php\/wp-json\/wp\/v2\/categories?post=409"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.moping.me\/index.php\/wp-json\/wp\/v2\/tags?post=409"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}