{"id":76016,"date":"2026-02-13T18:50:53","date_gmt":"2026-02-13T10:50:53","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/76016.html"},"modified":"2026-02-13T18:50:53","modified_gmt":"2026-02-13T10:50:53","slug":"redis-zset%ef%bc%88%e6%9c%89%e5%ba%8f%e9%9b%86%e5%90%88%ef%bc%89%e5%85%a8%e9%9d%a2%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/76016.html","title":{"rendered":"Redis - ZSet\uff08\u6709\u5e8f\u96c6\u5408\uff09\u5168\u9762\u89e3\u6790"},"content":{"rendered":"<p>Redis \u7684 ZSet&#xff08;Sorted Set&#xff0c;\u6709\u5e8f\u96c6\u5408&#xff09; \u662f Redis \u4e2d\u975e\u5e38\u91cd\u8981\u7684\u6570\u636e\u7c7b\u578b\u4e4b\u4e00&#xff0c;\u5b83\u7ed3\u5408\u4e86 \u96c6\u5408\u552f\u4e00\u6027 \u548c \u6309\u5206\u6570\u6392\u5e8f \u7684\u7279\u6027&#xff0c;\u5728\u6392\u884c\u699c\u3001\u4efb\u52a1\u961f\u5217\u3001\u65f6\u95f4\u5e8f\u5217\u7b49\u573a\u666f\u4e2d\u5e94\u7528\u5e7f\u6cdb\u3002\u672c\u6587\u5c06\u4ece\u6838\u5fc3\u6982\u5ff5\u3001\u547d\u4ee4\u8be6\u89e3\u3001\u5e95\u5c42\u5b9e\u73b0\u3001\u4e1a\u52a1\u6848\u4f8b\u5230\u6027\u80fd\u4f18\u5316\u5168\u9762\u5c55\u5f00\u3002<\/p>\n<hr \/>\n<h3>\u4e00\u3001ZSet \u6838\u5fc3\u6982\u5ff5\u4e0e\u7279\u6027<\/h3>\n<h4>1. ZSet \u7684\u672c\u8d28<\/h4>\n<p>ZSet \u662f\u4e00\u79cd\u6709\u5e8f\u96c6\u5408&#xff0c;\u6bcf\u4e2a\u5143\u7d20&#xff08;member&#xff09;\u90fd\u5173\u8054\u4e00\u4e2a\u6d6e\u70b9\u6570\u5206\u6570&#xff08;score&#xff09;&#xff0c;\u5e76\u6309\u5206\u6570\u8fdb\u884c\u6392\u5e8f\u3002<\/p>\n<ul>\n<li>\n<p>\u5143\u7d20\u552f\u4e00\u6027&#xff1a;\u96c6\u5408\u5185\u7684 member \u4e0d\u53ef\u91cd\u590d&#xff0c;\u91cd\u590d\u6dfb\u52a0\u4f1a\u66f4\u65b0\u5206\u6570\u3002<\/p>\n<\/li>\n<li>\n<p>\u5206\u6570\u53ef\u91cd\u590d&#xff1a;\u4e0d\u540c\u5143\u7d20\u53ef\u4ee5\u6709\u76f8\u540c\u5206\u6570\u3002<\/p>\n<\/li>\n<li>\n<p>\u6392\u5e8f\u89c4\u5219&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u9996\u5148\u6309 score \u4ece\u5c0f\u5230\u5927\u6392\u5e8f\u3002<\/p>\n<\/li>\n<li>\n<p>\u82e5 score \u76f8\u540c&#xff0c;\u5219\u6309 member \u7684\u5b57\u5178\u5e8f&#xff08;lexicographical order&#xff09;\u6392\u5e8f&#xff0c;\u4fdd\u8bc1\u987a\u5e8f\u786e\u5b9a\u6027\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<p>ZADD leaderboard 95.5 &#034;Alice&#034;<br \/>\nZADD leaderboard 97.2 &#034;Bob&#034;<br \/>\nZADD leaderboard 95.5 &#034;Charlie&#034;<\/p>\n<p>ZRANGE leaderboard 0 -1 WITHSCORES<br \/>\n# \u8f93\u51fa\u987a\u5e8f: &#034;Alice&#034;, 95.5; &#034;Charlie&#034;, 95.5; &#034;Bob&#034;, 97.2<\/p>\n<h4>2. \u4e0e List\u3001Set \u7684\u6838\u5fc3\u533a\u522b<\/h4>\n<table>\n<tbody>\n<tr>\n<td>\u6570\u636e\u7c7b\u578b<\/td>\n<td>\u6709\u5e8f\u6027<\/td>\n<td>\u5143\u7d20\u552f\u4e00\u6027<\/td>\n<td>\u6392\u5e8f\u4f9d\u636e<\/td>\n<td>\u5178\u578b\u573a\u666f<\/td>\n<\/tr>\n<tr>\n<td>List<\/td>\n<td>\u63d2\u5165\u987a\u5e8f<\/td>\n<td>\u5141\u8bb8\u91cd\u590d<\/td>\n<td>\u63d2\u5165\u987a\u5e8f<\/td>\n<td>\u65f6\u95f4\u7ebf\u3001\u6d88\u606f\u961f\u5217<\/td>\n<\/tr>\n<tr>\n<td>Set<\/td>\n<td>\u65e0\u5e8f<\/td>\n<td>\u552f\u4e00<\/td>\n<td>\u65e0<\/td>\n<td>\u6807\u7b7e\u3001\u53bb\u91cd\u7edf\u8ba1<\/td>\n<\/tr>\n<tr>\n<td>ZSet<\/td>\n<td>\u5206\u6570\u6392\u5e8f<\/td>\n<td>\u552f\u4e00<\/td>\n<td>\u5206\u6570 &#043; \u5b57\u5178\u5e8f<\/td>\n<td>\u6392\u884c\u699c\u3001\u5e26\u6743\u91cd\u4efb\u52a1\u961f\u5217\u3001\u65f6\u95f4\u5e8f\u5217<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u603b\u7ed3&#xff1a;ZSet \u662f Set &#043; \u6392\u5e8f\u80fd\u529b \u7684\u5347\u7ea7\u7248&#xff0c;\u80fd\u540c\u65f6\u6ee1\u8db3\u53bb\u91cd\u548c\u6392\u5e8f\u9700\u6c42\u3002<\/p>\n<hr \/>\n<h3>\u4e8c\u3001ZSet \u6838\u5fc3\u547d\u4ee4\u4e0e\u884c\u4e3a\u7ec6\u8282<\/h3>\n<h4>1. \u57fa\u7840\u589e\u5220\u6539\u547d\u4ee4<\/h4>\n<table>\n<tbody>\n<tr>\n<td>\u547d\u4ee4<\/td>\n<td>\u529f\u80fd\u4e0e\u7ec6\u8282<\/td>\n<\/tr>\n<tr>\n<td>&#096;ZADD key [NX<\/td>\n<td>XX<\/td>\n<\/tr>\n<tr>\n<td>ZRANGE key start stop [WITHSCORES]<\/td>\n<td>\u6309\u5206\u6570\u5347\u5e8f\u83b7\u53d6\u6307\u5b9a\u8303\u56f4\u7684\u5143\u7d20&#xff0c;\u652f\u6301\u8d1f\u7d22\u5f15\u3002WITHSCORES \u8fd4\u56de\u5143\u7d20\u548c\u5206\u6570<\/td>\n<\/tr>\n<tr>\n<td>ZREVRANGE key start stop [WITHSCORES]<\/td>\n<td>\u6309\u5206\u6570\u964d\u5e8f\u83b7\u53d6\u5143\u7d20&#xff0c;\u9002\u5408\u6392\u884c\u699c\u4ece\u9ad8\u5230\u4f4e\u5c55\u793a<\/td>\n<\/tr>\n<tr>\n<td>ZSCORE key member<\/td>\n<td>\u83b7\u53d6\u5143\u7d20\u7684\u5206\u6570&#xff0c;\u65f6\u95f4\u590d\u6742\u5ea6 O(1)<\/td>\n<\/tr>\n<tr>\n<td>ZREM key member [member &#8230;]<\/td>\n<td>\u5220\u9664\u4e00\u4e2a\u6216\u591a\u4e2a\u5143\u7d20&#xff0c;\u8fd4\u56de\u5220\u9664\u6570\u91cf<\/td>\n<\/tr>\n<tr>\n<td>ZCARD key<\/td>\n<td>\u83b7\u53d6\u5143\u7d20\u603b\u6570&#xff0c;\u65f6\u95f4\u590d\u6742\u5ea6 O(1)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>2. \u6781\u503c\u5220\u9664\u547d\u4ee4<\/h4>\n<table>\n<tbody>\n<tr>\n<td>\u547d\u4ee4<\/td>\n<td>\u529f\u80fd<\/td>\n<td>\u65f6\u95f4\u590d\u6742\u5ea6<\/td>\n<td>\u7279\u70b9<\/td>\n<\/tr>\n<tr>\n<td>ZPOPMAX key [count]<\/td>\n<td>\u79fb\u9664\u5e76\u8fd4\u56de\u5206\u6570\u6700\u9ad8\u7684 count \u4e2a\u5143\u7d20<\/td>\n<td>O(logN * count)<\/td>\n<td>\u5206\u6570\u76f8\u540c\u65f6\u6309\u5b57\u5178\u5e8f\u964d\u5e8f\u5220\u9664<\/td>\n<\/tr>\n<tr>\n<td>ZPOPMIN key [count]<\/td>\n<td>\u79fb\u9664\u5e76\u8fd4\u56de\u5206\u6570\u6700\u4f4e\u7684 count \u4e2a\u5143\u7d20<\/td>\n<td>O(logN * count)<\/td>\n<td>\u5206\u6570\u76f8\u540c\u65f6\u6309\u5b57\u5178\u5e8f\u5347\u5e8f\u5220\u9664<\/td>\n<\/tr>\n<tr>\n<td>ZREMRANGEBYRANK key start stop<\/td>\n<td>\u5220\u9664\u6307\u5b9a\u6392\u540d\u8303\u56f4\u7684\u5143\u7d20<\/td>\n<td>O(logN &#043; K)<\/td>\n<td>\u652f\u6301\u5206\u9875\u5220\u9664\u5927\u96c6\u5408<\/td>\n<\/tr>\n<tr>\n<td>ZREMRANGEBYSCORE key min max<\/td>\n<td>\u5220\u9664\u6307\u5b9a\u5206\u6570\u8303\u56f4\u7684\u5143\u7d20<\/td>\n<td>O(logN &#043; K)<\/td>\n<td>\u53ef\u7528\u4e8e\u6e05\u7406\u8fc7\u671f\u6216\u4f4e\u4ef7\u503c\u5143\u7d20<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li>\n<p>\u5e95\u5c42\u903b\u8f91&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u8df3\u8868\u7684\u5934\u8282\u70b9\u6307\u5411\u6700\u5c0f\u5143\u7d20&#xff0c;\u5c3e\u8282\u70b9\u6307\u5411\u6700\u5927\u5143\u7d20<\/p>\n<\/li>\n<li>\n<p>\u5220\u9664\u64cd\u4f5c\u9700\u8981\u8c03\u6574\u8df3\u8868\u7d22\u5f15 \u2192 O(logN)<\/p>\n<\/li>\n<li>\n<p>\u5220\u9664 count \u4e2a\u5143\u7d20 \u2192 \u603b\u65f6\u95f4\u590d\u6742\u5ea6 O(logN * count)<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u5e94\u7528\u793a\u4f8b&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p># \u5220\u9664\u6392\u884c\u699c\u524d10\u540d\u73a9\u5bb6<br \/>\nZREMRANGEBYRANK leaderboard 0 9<\/p>\n<p># \u5220\u9664\u5206\u6570 &lt;&#061; 50 \u7684\u4f4e\u5206\u7528\u6237<br \/>\nZREMRANGEBYSCORE leaderboard -inf 50<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"310\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260213105050-698f020a30864.png\" width=\"1504\" \/><\/p>\n<table>\n<tbody>\n<tr>\n<td>\u547d\u4ee4<\/td>\n<td>\u529f\u80fd\u4e0e\u7279\u70b9<\/td>\n<td>\u65f6\u95f4\u590d\u6742\u5ea6<\/td>\n<\/tr>\n<tr>\n<td>ZCOUNT key min max<\/td>\n<td>\u7edf\u8ba1\u5206\u6570\u5728 [min, max] \u533a\u95f4\u5185\u7684\u5143\u7d20\u6570\u91cf- \u652f\u6301\u95ed\u533a\u95f4 [min,max] \u6216\u5f00\u533a\u95f4 (min,max)- \u652f\u6301\u8fb9\u754c -inf \u548c &#043;inf&#xff0c;\u4f8b\u5982 ZCOUNT key -inf &#043;inf \u7b49\u540c\u4e8e ZCARD key<\/td>\n<td>O(logN)<\/td>\n<\/tr>\n<tr>\n<td>ZRANGE key start stop [WITHSCORES]<\/td>\n<td>\u6309\u5206\u6570\u5347\u5e8f\u83b7\u53d6\u6307\u5b9a\u6392\u540d\u8303\u56f4\u7684\u5143\u7d20&#xff0c;\u652f\u6301\u8d1f\u7d22\u5f15&#xff08;\u5982 -1 \u8868\u793a\u6700\u540e\u4e00\u4e2a\u5143\u7d20&#xff09;- WITHSCORES \u8fd4\u56de\u5143\u7d20\u53ca\u5206\u6570<\/td>\n<td>O(logN &#043; K)&#xff0c;K \u4e3a\u8fd4\u56de\u5143\u7d20\u6570\u91cf<\/td>\n<\/tr>\n<tr>\n<td>ZREVRANGE key start stop [WITHSCORES]<\/td>\n<td>\u6309\u5206\u6570\u964d\u5e8f\u83b7\u53d6\u6307\u5b9a\u6392\u540d\u8303\u56f4\u7684\u5143\u7d20&#xff0c;\u9002\u5408\u6392\u884c\u699c\u4ece\u9ad8\u5230\u4f4e\u5c55\u793a<\/td>\n<td>O(logN &#043; K)<\/td>\n<\/tr>\n<tr>\n<td>ZRANGEBYSCORE key min max [WITHSCORES] [LIMIT offset count]<\/td>\n<td>\u6309\u5206\u6570\u8303\u56f4 [min, max] \u83b7\u53d6\u5143\u7d20&#xff0c;\u652f\u6301\u5206\u9875- LIMIT offset count \u7528\u4e8e\u5206\u9875\u67e5\u8be2- Redis 6.2.0&#043; \u5df2\u6574\u5408\u5230 ZRANGE &#043; BYSCORE \u53c2\u6570<\/td>\n<td>O(logN &#043; K)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6ce8\u610f\u70b9&#xff1a;<\/p>\n<ul>\n<li>\n<p>ZCOUNT \u7edf\u8ba1\u5143\u7d20\u6570\u91cf&#xff0c;\u4f46\u4e0d\u4f1a\u8fd4\u56de\u5143\u7d20\u5185\u5bb9&#xff1b;<\/p>\n<\/li>\n<li>\n<p>ZRANGE\/ZRANGEBYSCORE \u53ef\u8fd4\u56de\u5143\u7d20\u548c\u5206\u6570&#xff0c;\u9002\u5408\u5206\u9875\u663e\u793a\u6216\u505a\u6392\u540d\u5217\u8868\u3002<\/p>\n<\/li>\n<\/ul>\n<h4>3. ZCOUNT \u7684\u9ad8\u6548\u6027<\/h4>\n<ul>\n<li>\n<p>\u539f\u7406&#xff1a;<\/p>\n<ul>\n<li>\n<p>ZSet \u5185\u90e8\u4f7f\u7528 \u8df3\u8868&#xff08;skiplist&#xff09;&#043; \u5b57\u5178&#xff08;dict&#xff09; \u7ed3\u6784\u3002<\/p>\n<\/li>\n<li>\n<p>\u5b57\u5178\u7528\u4e8e\u5feb\u901f\u67e5\u627e member \u7684 score&#xff0c;\u8df3\u8868\u7528\u4e8e\u6309 score \u6392\u5e8f\u548c\u8303\u56f4\u67e5\u8be2\u3002<\/p>\n<\/li>\n<li>\n<p>\u8df3\u8868\u8282\u70b9\u7ef4\u62a4\u4e86\u6bcf\u4e2a\u5143\u7d20\u7684 \u5c42\u7ea7\u7d22\u5f15 \u548c \u8de8\u5ea6\u4fe1\u606f&#xff08;rank&#xff09;&#xff0c;\u53ef\u76f4\u63a5\u5b9a\u4f4d\u4efb\u610f\u5143\u7d20\u7684\u6392\u540d\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6027\u80fd\u4f18\u5316&#xff1a;<\/p>\n<p>min \u5143\u7d20\u6392\u540d &#061; 100 max \u5143\u7d20\u6392\u540d &#061; 200 \u5143\u7d20\u6570\u91cf &#061; 200 &#8211; 100 &#043; 1 &#061; 101<\/p>\n<ul>\n<li>\n<p>ZCOUNT key min max \u5e76\u975e\u904d\u5386\u6240\u6709\u5143\u7d20&#xff0c;\u800c\u662f\u901a\u8fc7\u8df3\u8868\u5feb\u901f\u627e\u5230 min \u548c max \u7684\u4f4d\u7f6e&#xff0c;\u518d\u8ba1\u7b97\u6392\u540d\u5dee\u3002<\/p>\n<\/li>\n<li>\n<p>\u4e3e\u4f8b&#xff1a;<\/p>\n<\/li>\n<li>\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\u4ec5 O(logN)&#xff0c;\u8fdc\u5feb\u4e8e\u76f4\u89c2\u7684\u904d\u5386\u7edf\u8ba1\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>4. ZPOPMAX \/ ZPOPMIN \u7684\u5e95\u5c42\u903b\u8f91<\/h4>\n<ul>\n<li>\n<p>\u539f\u7406&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u8df3\u8868\u5934\u8282\u70b9\u6307\u5411\u6700\u5c0f\u5143\u7d20&#xff0c;\u5c3e\u8282\u70b9\u6307\u5411\u6700\u5927\u5143\u7d20\u3002<\/p>\n<\/li>\n<li>\n<p>\u83b7\u53d6\u6781\u503c&#xff1a;\u76f4\u63a5\u8bbf\u95ee\u5934\/\u5c3e\u8282\u70b9 \u2192 \u65f6\u95f4\u590d\u6742\u5ea6 O(1)<\/p>\n<\/li>\n<li>\n<p>\u5220\u9664\u6781\u503c&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u8df3\u8868\u9700\u8981\u8c03\u6574\u7d22\u5f15\u7ed3\u6784<\/p>\n<\/li>\n<li>\n<p>\u6bcf\u5220\u9664\u4e00\u4e2a\u5143\u7d20 \u2192 O(logN)<\/p>\n<\/li>\n<li>\n<p>\u5220\u9664 count \u4e2a\u5143\u7d20 \u2192 O(logN * count)<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6392\u5e8f\u89c4\u5219&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u5206\u6570\u76f8\u540c\u7684\u5143\u7d20\u6309\u5b57\u5178\u5e8f\u6392\u5e8f&#xff08;\u5b57\u7b26\u4e32\u4e8c\u8fdb\u5236\u6bd4\u8f83&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u786e\u4fdd\u5220\u9664\u987a\u5e8f\u786e\u5b9a\u6027&#xff0c;\u907f\u514d\u6781\u503c\u547d\u4ee4\u8fd4\u56de\u7ed3\u679c\u4e0d\u7a33\u5b9a<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>5. \u547d\u4ee4\u6f14\u8fdb\u4e0e\u7248\u672c\u517c\u5bb9<\/h4>\n<ul>\n<li>\n<p>ZRANGEBYSCORE&#xff1a;<\/p>\n<ul>\n<li>\n<p>Redis 6.2.0&#043; \u5c06\u5176\u6574\u5408\u5230 ZRANGE key start stop BYSCORE [LIMIT]<\/p>\n<\/li>\n<li>\n<p>\u7edf\u4e00\u63a5\u53e3&#xff0c;\u63d0\u9ad8 API \u4e00\u81f4\u6027<\/p>\n<\/li>\n<li>\n<p>\u517c\u5bb9\u65e7\u7248\u672c&#xff0c;\u65e7\u547d\u4ee4\u4ecd\u53ef\u4f7f\u7528&#xff0c;\u907f\u514d\u4e1a\u52a1\u4ee3\u7801\u91cd\u6784<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8bbe\u8ba1\u601d\u60f3&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u4fdd\u6301\u65e7\u547d\u4ee4\u517c\u5bb9\u6027<\/p>\n<\/li>\n<li>\n<p>\u6e10\u8fdb\u5f0f\u4f18\u5316 \u2192 \u4e0d\u7834\u574f\u73b0\u6709\u529f\u80fd\u7684\u60c5\u51b5\u4e0b\u589e\u52a0\u65b0\u7279\u6027<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h4>6. \u547d\u4ee4\u884c\u4e3a\u6ce8\u610f\u70b9<\/h4>\n<ul>\n<li>\n<p>ZADD \u8fd4\u56de\u503c&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u9ed8\u8ba4\u8fd4\u56de\u65b0\u589e\u5143\u7d20\u6570\u91cf\u3002<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528 CH \u53c2\u6570&#xff0c;\u8fd4\u56de\u65b0\u589e &#043; \u66f4\u65b0\u7684\u5143\u7d20\u603b\u6570\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u5206\u6570\u66f4\u65b0\u5bf9\u987a\u5e8f\u7684\u5f71\u54cd&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u4fee\u6539 score \u540e&#xff0c;ZSet \u4f1a\u81ea\u52a8\u8c03\u6574\u5143\u7d20\u4f4d\u7f6e\u4ee5\u7ef4\u6301\u6709\u5e8f\u6027\u3002<\/p>\n<\/li>\n<li>\n<p>\u8c03\u6574\u590d\u6742\u5ea6 O(logN)&#xff08;\u8df3\u8868\u63d2\u5165\u548c\u66f4\u65b0&#xff09;\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u76f8\u540c score \u7684\u6392\u5e8f&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u591a\u4e2a\u5143\u7d20 score \u76f8\u540c&#xff0c;\u6309 member \u7684\u5b57\u5178\u5e8f\u6392\u5e8f\u3002<\/p>\n<\/li>\n<li>\n<p>\u4fdd\u8bc1\u6392\u884c\u699c\u3001\u5206\u9875\u67e5\u8be2\u7ed3\u679c\u7a33\u5b9a\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<p>ZADD leaderboard NX 98 &#034;David&#034;<br \/>\nZADD leaderboard XX GT 97.5 &#034;Alice&#034;<br \/>\nZRANGE leaderboard 0 -1 WITHSCORES<\/p>\n<hr \/>\n<h3>\u4e09\u3001ZSet \u96c6\u5408\u8fd0\u7b97\u547d\u4ee4&#xff08;Redis 6.2&#043;&#xff09;<\/h3>\n<h4>1. \u57fa\u7840\u8fd0\u7b97<\/h4>\n<table>\n<tbody>\n<tr>\n<td>\u547d\u4ee4<\/td>\n<td>\u529f\u80fd<\/td>\n<td>\u7279\u70b9<\/td>\n<\/tr>\n<tr>\n<td>ZINTER key [key &#8230;] \/ ZINTERSTORE destination key [key &#8230;]<\/td>\n<td>\u591a ZSet \u4ea4\u96c6&#xff0c;\u9ed8\u8ba4\u5206\u6570\u4e3a\u5404\u96c6\u5408\u5206\u6570\u548c&#xff0c;\u53ef\u7528 AGGREGATE \u8bbe\u7f6e MIN\/MAX<\/td>\n<td>\u652f\u6301\u5b58\u50a8\u7ed3\u679c&#xff0c;\u907f\u514d\u91cd\u590d\u8ba1\u7b97<\/td>\n<\/tr>\n<tr>\n<td>ZUNION key [key &#8230;] \/ ZUNIONSTORE destination key [key &#8230;]<\/td>\n<td>\u591a ZSet \u5e76\u96c6&#xff0c;\u5206\u6570\u89c4\u5219\u540c\u4e0a<\/td>\n<td>\u9002\u5408\u5408\u5e76\u591a\u4e2a\u6392\u884c\u699c\u6216\u7528\u6237\u6807\u7b7e<\/td>\n<\/tr>\n<tr>\n<td>ZDIFF key [key &#8230;] \/ ZDIFFSTORE destination key [key &#8230;]<\/td>\n<td>\u591a ZSet \u5dee\u96c6&#xff0c;\u4ec5\u4fdd\u7559\u7b2c\u4e00\u4e2a\u96c6\u5408\u7684\u72ec\u6709\u5143\u7d20<\/td>\n<td>\u53ef\u7528\u4e8e\u8fc7\u6ee4\u7279\u5b9a\u96c6\u5408\u4e2d\u7684\u5143\u7d20<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li>\n<p>\u6ce8\u610f&#xff1a;<\/p>\n<ul>\n<li>\n<p>Redis 6.2&#043; \u624d\u539f\u751f\u652f\u6301<\/p>\n<\/li>\n<li>\n<p>\u65e9\u671f\u7248\u672c\u9700\u5ba2\u6237\u7aef\u5b9e\u73b0\u4ea4\u96c6\/\u5e76\u96c6\u903b\u8f91<\/p>\n<\/li>\n<li>\n<p>\u5927\u96c6\u5408\u8fd0\u7b97\u6210\u672c\u9ad8 \u2192 \u5efa\u8bae *STORE \u4fdd\u5b58\u7ed3\u679c\u590d\u7528<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>\u56db\u3001ZSet \u6838\u5fc3\u96c6\u5408\u8fd0\u7b97\u547d\u4ee4\u4e0e\u7528\u6cd5<\/h3>\n<p>ZSet \u652f\u6301\u5bf9\u591a\u4e2a\u6709\u5e8f\u96c6\u5408\u6267\u884c\u4ea4\u96c6\u3001\u5e76\u96c6\u548c\u5dee\u96c6\u8fd0\u7b97&#xff0c;\u5e76\u53ef\u5c06\u7ed3\u679c\u76f4\u63a5\u5b58\u50a8\u5230\u76ee\u6807\u96c6\u5408\u4e2d&#xff0c;\u4ece\u800c\u907f\u514d\u91cd\u590d\u8ba1\u7b97&#xff0c;\u63d0\u9ad8\u6027\u80fd\u3002<\/p>\n<h4>1. ZINTERSTORE \u4ea4\u96c6\u547d\u4ee4<\/h4>\n<ul>\n<li>\n<p>\u4f5c\u7528&#xff1a;\u8ba1\u7b97\u591a\u4e2a ZSet \u7684\u4ea4\u96c6&#xff0c;\u5e76\u5c06\u7ed3\u679c\u5b58\u50a8\u5230\u76ee\u6807\u96c6\u5408\u3002<\/p>\n<\/li>\n<li>\n<p>\u5178\u578b\u7528\u6cd5&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p>ZINTERSTORE destination 3 key1 key2 key3 WEIGHTS 1 2 1 AGGREGATE SUM<\/p>\n<ul>\n<li>\n<p>\u4e1a\u52a1\u793a\u4f8b&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u7528\u6237\u6807\u7b7e\u4ea4\u96c6&#xff1a;\u627e\u540c\u65f6\u559c\u6b22 A\u3001B \u4e24\u79cd\u5174\u8da3\u7684\u7528\u6237<\/p>\n<\/li>\n<li>\n<p>\u591a\u7ef4\u5ea6\u79ef\u5206&#xff1a;\u8ba1\u7b97\u7528\u6237\u5728\u4e0d\u540c\u6d3b\u52a8\u4e2d\u7684\u7efc\u5408\u5f97\u5206<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h4>2. ZUNIONSTORE \u5e76\u96c6\u547d\u4ee4<\/h4>\n<ul>\n<li>\n<p>\u4f5c\u7528&#xff1a;\u8ba1\u7b97\u591a\u4e2a ZSet \u7684\u5e76\u96c6&#xff0c;\u5e76\u5c06\u7ed3\u679c\u5b58\u50a8\u5230\u76ee\u6807\u96c6\u5408\u3002<\/p>\n<\/li>\n<li>\n<p>\u5178\u578b\u7528\u6cd5&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p>ZUNIONSTORE destination 2 keyA keyB WEIGHTS 0.7 0.3 AGGREGATE MAX<\/p>\n<ul>\n<li>\n<p>\u4e1a\u52a1\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u7efc\u5408\u6392\u884c\u699c&#xff1a;\u6309\u6d3b\u8dc3\u5ea6\u3001\u6d88\u8d39\u80fd\u529b\u3001\u5185\u5bb9\u8d21\u732e\u8ba1\u7b97\u7efc\u5408\u6392\u540d<\/p>\n<\/li>\n<li>\n<p>\u7528\u6237\u884c\u4e3a\u8bc4\u5206&#xff1a;\u5c06\u4e0d\u540c\u884c\u4e3a\u6307\u6807\u52a0\u6743\u540e\u751f\u6210\u7edf\u4e00\u5f97\u5206<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h4>3. \u65f6\u95f4\u590d\u6742\u5ea6\u5206\u6790\u4e0e\u4f18\u5316\u601d\u8def<\/h4>\n<ul>\n<li>\n<p>\u590d\u6742\u5ea6\u516c\u5f0f&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p>O(N*M) &#043; O(K*logK)<\/p>\n<ul>\n<li>\n<p>\u539f\u7406&#xff1a;<\/p>\n<ul>\n<li>\n<p>Redis \u904d\u5386\u6700\u5c0f\u96c6\u5408\u5143\u7d20&#xff0c;\u68c0\u67e5\u5176\u4ed6\u96c6\u5408\u662f\u5426\u5305\u542b\u8be5\u5143\u7d20&#xff08;\u4ea4\u96c6&#xff09;\u6216\u7d2f\u52a0\u5206\u6570&#xff08;\u5e76\u96c6&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u6700\u5c0f\u96c6\u5408\u9a71\u52a8 \u2192 \u964d\u4f4e\u4e0d\u5fc5\u8981\u7684\u904d\u5386<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u4f18\u5316\u601d\u8def&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u5c3d\u91cf\u8ba9\u6700\u5c0f\u96c6\u5408\u9a71\u52a8\u8fd0\u7b97<\/p>\n<\/li>\n<li>\n<p>\u5bf9\u7ed3\u679c\u96c6\u5408\u53ef\u4f7f\u7528 STORE \u4fdd\u5b58&#xff0c;\u907f\u514d\u91cd\u590d\u8ba1\u7b97<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u5de5\u7a0b\u5b9e\u8df5&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u5bf9\u5927\u96c6\u5408\u6216\u9ad8\u9891\u8fd0\u7b97&#xff0c;\u63a8\u8350\u9884\u8ba1\u7b97\u6216\u6309\u65f6\u95f4\/\u7ef4\u5ea6\u5206\u7247\u8ba1\u7b97&#xff0c;\u51cf\u5c11\u5b9e\u65f6\u538b\u529b<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e94\u3001ZSet \u5e95\u5c42\u7f16\u7801\u4e0e\u5185\u5b58\u4f18\u5316<\/h3>\n<p>ZSet \u5e95\u5c42\u6709\u4e24\u79cd\u7f16\u7801\u65b9\u5f0f&#xff0c;Redis \u4f1a\u6839\u636e\u96c6\u5408\u5927\u5c0f\u548c\u5143\u7d20\u5927\u5c0f\u81ea\u52a8\u5207\u6362&#xff0c;\u4ee5\u517c\u987e \u6027\u80fd\u4e0e\u5185\u5b58\u3002<\/p>\n<h4>1. \u7f16\u7801\u5207\u6362\u89c4\u5219<\/h4>\n<table>\n<tbody>\n<tr>\n<td>\u7f16\u7801\u7c7b\u578b<\/td>\n<td>\u6761\u4ef6<\/td>\n<td>\u4f18\u52bf<\/td>\n<td>\u52a3\u52bf<\/td>\n<\/tr>\n<tr>\n<td>ziplist&#xff08;\u538b\u7f29\u5217\u8868&#xff09;<\/td>\n<td>\u5143\u7d20\u6570\u91cf \u2264 zset-max-ziplist-entries&#xff08;\u9ed8\u8ba4 128&#xff09;&#xff0c;\u5355\u5143\u7d20\u5927\u5c0f \u2264 zset-max-ziplist-value&#xff08;\u9ed8\u8ba4 64 \u5b57\u8282&#xff09;<\/td>\n<td>\u5185\u5b58\u7d27\u51d1\u3001\u8bbf\u95ee\u5f00\u9500\u5c0f<\/td>\n<td>\u5927\u6570\u636e\u91cf\u63d2\u5165\/\u5220\u9664\u6027\u80fd\u4f4e<\/td>\n<\/tr>\n<tr>\n<td>skiplist &#043; dict&#xff08;\u8df3\u8868&#043;\u5b57\u5178&#xff09;<\/td>\n<td>\u8d85\u8fc7 ziplist \u9608\u503c<\/td>\n<td>\u652f\u6301\u9ad8\u6548\u63d2\u5165\u3001\u5220\u9664\u3001\u8303\u56f4\u67e5\u8be2<\/td>\n<td>\u5185\u5b58\u5360\u7528\u6bd4\u538b\u7f29\u5217\u8868\u9ad8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li>\n<p>\u8df3\u8868 &#043; \u5b57\u5178\u7ec4\u5408&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u5b57\u5178&#xff08;dict&#xff09;&#xff1a;O(1) \u67e5\u8be2\u5143\u7d20\u5206\u6570<\/p>\n<\/li>\n<li>\n<p>\u8df3\u8868&#xff08;skiplist&#xff09;&#xff1a;O(logN) \u63d2\u5165\/\u5220\u9664\/\u8303\u56f4\u67e5\u8be2<\/p>\n<\/li>\n<li>\n<p>\u4e24\u8005\u7ed3\u5408&#xff0c;\u65e2\u4fdd\u8bc1\u6709\u5e8f\u6027&#xff0c;\u53c8\u4fdd\u8bc1\u5feb\u901f\u5355\u5143\u7d20\u8bbf\u95ee<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h4>2. \u5185\u5b58\u5360\u7528\u4f30\u7b97<\/h4>\n<ul>\n<li>\n<p>\u5047\u8bbe\u6e38\u620f\u6392\u884c\u699c\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u6bcf\u4e2a\u5143\u7d20\u5305\u542b&#xff1a;<\/p>\n<ul>\n<li>\n<p>userid&#xff08;4 \u5b57\u8282\u6574\u6570&#xff09;<\/p>\n<\/li>\n<li>\n<p>score&#xff08;8 \u5b57\u8282\u6d6e\u70b9\u6570&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u5143\u6570\u636e\u7ea6 12 \u5b57\u8282\/\u5143\u7d20<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u5bf9 1200 \u4e07\u7528\u6237&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p>\u5185\u5b58 \u2248 1200\u4e07 \u00d7 12\u5b57\u8282 \u2248 144MB<\/p>\n<ul>\n<li>\n<p>\u7ed3\u8bba&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u9002\u5408\u5b9e\u65f6\u6392\u884c\u699c&#xff0c;\u767e\u4e07\u7ea7\u7528\u6237\u7ea7\u522b\u6570\u636e\u53ef\u63a7<\/p>\n<\/li>\n<li>\n<p>Redis \u4f1a\u81ea\u52a8\u5207\u6362\u7f16\u7801\u4ee5\u4f18\u5316\u5185\u5b58\u548c\u6027\u80fd<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>\u516d\u3001\u5e95\u5c42\u5b9e\u73b0\u4e0e\u6027\u80fd\u7279\u5f81<\/h3>\n<li>\n<h4>\u5e95\u5c42\u6570\u636e\u7ed3\u6784<\/h4>\n<\/li>\n<p>ZSet \u4f7f\u7528 \u8df3\u8868&#xff08;skiplist&#xff09;&#043; \u5b57\u5178&#xff08;dict&#xff09; \u7684\u7ec4\u5408\u5b9e\u73b0&#xff1a;<\/p>\n<li>\n<p>\u5b57\u5178&#xff08;dict&#xff09;<\/p>\n<li>\n<p>key: member<\/p>\n<\/li>\n<li>\n<p>value: score<\/p>\n<\/li>\n<li>\n<p>\u7528\u4e8e \u5feb\u901f O(1) \u67e5\u627e \u5355\u4e2a\u5143\u7d20\u7684 score\u3002<\/p>\n<\/li>\n<\/li>\n<li>\n<p>\u8df3\u8868&#xff08;skiplist&#xff09;<\/p>\n<li>\n<p>\u7ef4\u62a4 \u6709\u5e8f\u5e8f\u5217&#xff0c;\u652f\u6301\u6309 score \u6392\u5e8f\u3002<\/p>\n<\/li>\n<li>\n<p>\u63d2\u5165\u3001\u5220\u9664\u3001\u8303\u56f4\u67e5\u8be2\u65f6\u95f4\u590d\u6742\u5ea6 O(logN)\u3002<\/p>\n<\/li>\n<li>\n<p>\u5206\u5c42\u7d22\u5f15\u8bbe\u8ba1&#xff0c;\u5feb\u901f\u5b9a\u4f4d\u5143\u7d20\u8303\u56f4\u3002<\/p>\n<\/li>\n<\/li>\n<p>\u7ec4\u5408\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\n<p>O(1) \u5355\u5143\u7d20\u67e5\u627e &#043; O(logN) \u6392\u5e8f\u63d2\u5165<\/p>\n<\/li>\n<li>\n<p>\u517c\u987e\u6027\u80fd\u548c\u6709\u5e8f\u6027<\/p>\n<\/li>\n<li>\n<p>\u9002\u5408\u6392\u884c\u699c\u3001\u4f18\u5148\u961f\u5217\u3001\u65f6\u95f4\u5e8f\u5217\u7b49\u9ad8\u5e76\u53d1\u573a\u666f<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h4>2. \u6027\u80fd\u5206\u6790<\/h4>\n<table>\n<tbody>\n<tr>\n<td>\u64cd\u4f5c<\/td>\n<td>\u65f6\u95f4\u590d\u6742\u5ea6<\/td>\n<td>\u8bf4\u660e<\/td>\n<\/tr>\n<tr>\n<td>\u63d2\u5165\/\u5220\u9664\/\u66f4\u65b0<\/td>\n<td>O(logN)<\/td>\n<td>\u4f9d\u8d56\u8df3\u8868\u7ed3\u6784&#xff0c;\u4fdd\u6301\u6709\u5e8f<\/td>\n<\/tr>\n<tr>\n<td>\u8303\u56f4\u67e5\u8be2 (ZRANGE, ZRANGEBYSCORE)<\/td>\n<td>O(logN &#043; K)<\/td>\n<td>K \u4e3a\u8fd4\u56de\u5143\u7d20\u6570\u91cf&#xff0c;\u9002\u5408\u5206\u9875\u67e5\u8be2<\/td>\n<\/tr>\n<tr>\n<td>\u5355\u5143\u7d20\u67e5\u627e (ZSCORE)<\/td>\n<td>O(1)<\/td>\n<td>\u76f4\u63a5\u901a\u8fc7 dict \u67e5\u8be2<\/td>\n<\/tr>\n<tr>\n<td>\u5143\u7d20\u603b\u6570 (ZCARD)<\/td>\n<td>O(1)<\/td>\n<td>\u5143\u6570\u636e\u76f4\u63a5\u7ef4\u62a4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4f18\u5316\u7b56\u7565&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u5206\u9875\u83b7\u53d6\u8303\u56f4\u5143\u7d20&#xff0c;\u907f\u514d\u5168\u91cf\u67e5\u8be2\u963b\u585e\u670d\u52a1\u7aef\u3002<\/p>\n<\/li>\n<li>\n<p>\u5bf9\u9891\u7e41\u66f4\u65b0\u6392\u884c\u699c&#xff0c;\u5206\u6570\u53d8\u5316\u8f83\u5c0f\u7684\u573a\u666f&#xff0c;\u4f7f\u7528 GT\/LT \u53c2\u6570\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u8c03\u6574\u3002<\/p>\n<\/li>\n<li>\n<p>\u5bf9\u5c0f\u91cf\u5143\u7d20\u7684 ZSet&#xff0c;Redis \u4f1a\u4f7f\u7528 ziplist \u7f16\u7801\u8282\u7701\u5185\u5b58\u3002<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e03\u3001\u5178\u578b\u4e1a\u52a1\u573a\u666f<\/h3>\n<h4>1. \u6392\u884c\u699c\u7cfb\u7edf<\/h4>\n<ul>\n<li>\n<p>\u6e38\u620f\u6bb5\u4f4d\u3001\u5546\u54c1\u9500\u91cf\u3001\u7528\u6237\u8d21\u732e\u503c\u7b49\u3002<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528 ZADD \u66f4\u65b0\u5206\u6570&#xff0c;ZREVRANGE \u83b7\u53d6\u524d N \u540d&#xff0c;ZRANK\/ZREVRANK \u83b7\u53d6\u7528\u6237\u6392\u540d\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<p>ZADD game:rank 97.8 &#034;\u5173\u7fbd&#034;<br \/>\nZADD game:rank 96.5 &#034;\u5f20\u98de&#034;<br \/>\nZADD game:rank 99.1 &#034;\u5218\u5907&#034;<\/p>\n<p>ZREVRANGE game:rank 0 4 WITHSCORES<br \/>\n# \u8f93\u51fa: \u5218\u5907 99.1, \u5173\u7fbd 97.8, \u5f20\u98de 96.5<\/p>\n<p>ZRANK game:rank &#034;\u5173\u7fbd&#034;<br \/>\n# \u8f93\u51fa: 1 (\u6309\u5347\u5e8f\u6392\u540d)<br \/>\nZREVRANK game:rank &#034;\u5173\u7fbd&#034;<br \/>\n# \u8f93\u51fa: 1 (\u6309\u964d\u5e8f\u6392\u540d)<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"490\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260213105050-698f020a71ab5.png\" width=\"1376\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"920\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260213105050-698f020acb43f.png\" width=\"1952\" \/><\/p>\n<ul>\n<li>\n<p>\u573a\u666f\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u652f\u6301\u524d N \u540d\u5c55\u793a<\/p>\n<\/li>\n<li>\n<p>\u5feb\u901f\u83b7\u53d6\u7528\u6237\u6392\u540d<\/p>\n<\/li>\n<li>\n<p>\u652f\u6301\u5206\u9875\u548c\u5b9a\u671f\u66f4\u65b0<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h4>2. \u5e26\u6743\u91cd\u7684\u4efb\u52a1\u961f\u5217<\/h4>\n<ul>\n<li>\n<p>\u4efb\u52a1\u6743\u91cd \u2192 score<\/p>\n<\/li>\n<li>\n<p>\u9ad8\u5206\u6570\u4efb\u52a1\u4f18\u5148\u5904\u7406&#xff0c;\u4f4e\u5206\u4efb\u52a1\u540e\u5904\u7406<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528 ZADD \u52a0\u5165\u961f\u5217&#xff0c;ZREVRANGE \u6216 ZRANGEBYSCORE \u83b7\u53d6\u4f18\u5148\u7ea7\u4efb\u52a1<\/p>\n<\/li>\n<\/ul>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<p>ZADD task_queue 10 &#034;task1&#034;<br \/>\nZADD task_queue 20 &#034;task2&#034;<br \/>\nZREVRANGE task_queue 0 0<br \/>\n# \u8f93\u51fa: &#034;task2&#034; (\u4f18\u5148\u7ea7\u6700\u9ad8)<\/p>\n<ul>\n<li>\n<p>\u5e94\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u5f02\u6b65\u8ba2\u5355\u5904\u7406<\/p>\n<\/li>\n<li>\n<p>\u7d27\u6025\u544a\u8b66\u63a8\u9001<\/p>\n<\/li>\n<li>\n<p>\u4efb\u52a1\u8c03\u5ea6<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h4>3. \u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5b58\u50a8<\/h4>\n<ul>\n<li>\n<p>score &#061; \u65f6\u95f4\u6233<\/p>\n<\/li>\n<li>\n<p>member &#061; \u4e1a\u52a1\u6570\u636e&#xff08;\u4e8b\u4ef6\u3001\u65e5\u5fd7\u3001\u76d1\u63a7\u6307\u6807&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u652f\u6301\u6309\u65f6\u95f4\u8303\u56f4\u67e5\u8be2<\/p>\n<\/li>\n<\/ul>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<p>ZADD logs:20260126 1737888000 &#034;user:1 login&#034;<br \/>\nZADD logs:20260126 1737888600 &#034;user:2 login&#034;<br \/>\nZRANGEBYSCORE logs:20260126 1737888000 1737888600<br \/>\n# \u8f93\u51fa\u4e24\u6761\u767b\u5f55\u8bb0\u5f55<\/p>\n<ul>\n<li>\n<p>\u9002\u5408\u65e5\u5fd7\u5206\u6790\u3001\u76d1\u63a7\u544a\u8b66\u3001\u7edf\u8ba1\u4e8b\u4ef6\u7b49<\/p>\n<\/li>\n<\/ul>\n<h4>4. \u5b9e\u65f6\u6392\u884c\u699c<\/h4>\n<ul>\n<li>\n<p>ZINCRBY \u66f4\u65b0\u5206\u6570<\/p>\n<\/li>\n<li>\n<p>ZREVRANGE \u83b7\u53d6\u524d N \u540d<\/p>\n<\/li>\n<li>\n<p>ZREVRANK \u67e5\u8be2\u7528\u6237\u6392\u540d<\/p>\n<\/li>\n<li>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p>ZINCRBY leaderboard 10 &#034;user:1&#034;<br \/>\nZREVRANGE leaderboard 0 9 WITHSCORES<\/p>\n<h4>5. \u7528\u6237\u79ef\u5206\u7cfb\u7edf<\/h4>\n<ul>\n<li>\n<p>\u7d2f\u8ba1\u79ef\u5206&#xff1a;ZINCRBY<\/p>\n<\/li>\n<li>\n<p>\u67e5\u8be2\u79ef\u5206&#xff1a;ZSCORE<\/p>\n<\/li>\n<li>\n<p>\u6e05\u7406\u4f4e\u5206\/\u8fc7\u671f\u79ef\u5206&#xff1a;ZREMRANGEBYSCORE<\/p>\n<\/li>\n<li>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p>ZREMRANGEBYSCORE leaderboard -inf 50<\/p>\n<h4>6. \u591a\u7ef4\u5ea6\u6570\u636e\u7edf\u8ba1<\/h4>\n<ul>\n<li>\n<p>\u4f7f\u7528 ZINTERSTORE \u8ba1\u7b97\u7528\u6237\u6807\u7b7e\u4ea4\u96c6<\/p>\n<\/li>\n<li>\n<p>\u53ef\u5b9e\u73b0\u7cbe\u51c6\u5206\u5c42\/\u63a8\u8350<\/p>\n<\/li>\n<li>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<\/li>\n<\/ul>\n<p>ZINTERSTORE active_sports_users 2 age_25_30 sports_fans<\/p>\n<hr \/>\n<h3>\u516b\u3001\u6700\u4f73\u5b9e\u8df5\u4e0e\u6ce8\u610f\u4e8b\u9879<\/h3>\n<li>\n<p>\u533a\u95f4\u67e5\u8be2\u8fb9\u754c<\/p>\n<li>\n<p>\u660e\u786e\u95ed\u533a\u95f4 [min,max] \u4e0e\u5f00\u533a\u95f4 (min,max)&#xff0c;\u907f\u514d\u7edf\u8ba1\/\u5206\u9875\u9519\u8bef<\/p>\n<\/li>\n<li>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<\/li>\n<\/li>\n<p>ZCOUNT key 10 20   # \u5305\u542b 10 \u548c 20<br \/>\nZCOUNT key (10 20  # \u4e0d\u5305\u542b 10&#xff0c;\u5305\u542b 20<\/p>\n<li>\n<p>\u5927\u96c6\u5408\u5206\u9875<\/p>\n<li>\n<p>\u907f\u514d\u4e00\u6b21\u6027\u67e5\u8be2\u5927\u91cf\u5143\u7d20&#xff1a;<\/p>\n<p>ZRANGE key 0 999\n<\/li>\n<\/li>\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5bf9\u5927\u96c6\u5408\u53ef\u80fd\u963b\u585e Redis\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/p>\n<li>\u4f7f\u7528 LIMIT offset count \u5206\u9875\u83b7\u53d6<\/li>\n<li>\n<p>\u6781\u503c\u547d\u4ee4\u9002\u7528\u573a\u666f<\/p>\n<li>\n<p>ZPOPMAX \u2192 \u9ad8\u4f18\u5148\u7ea7\u4efb\u52a1\u961f\u5217<\/p>\n<\/li>\n<li>\n<p>ZPOPMIN \u2192 \u4f4e\u5206\u5143\u7d20\u6e05\u7406\u3001\u8fc7\u671f\u7b56\u7565<\/p>\n<\/li>\n<\/li>\n<li>\n<p>\u7248\u672c\u517c\u5bb9\u6027<\/p>\n<p>ZRANGE key 0 -1 BYSCORE<\/p>\n<li>\n<p>Redis 6.2&#043; \u4f18\u5148\u4f7f\u7528&#xff1a;<\/p>\n<\/li>\n<li>\n<p>\u4fdd\u6301 API \u4e00\u81f4\u6027&#xff0c;\u51cf\u5c11\u65e7\u547d\u4ee4\u4f7f\u7528<\/p>\n<\/li>\n<\/li>\n<li>\n<p>\u7ed3\u5408\u4e1a\u52a1\u573a\u666f\u4f18\u5316<\/p>\n<li>\n<p>\u6392\u884c\u699c\u7cfb\u7edf \u2192 \u5206\u9875 &#043; \u7f13\u5b58<\/p>\n<\/li>\n<li>\n<p>\u4efb\u52a1\u961f\u5217 \u2192 score \u8868\u793a\u4f18\u5148\u7ea7 \u2192 \u6781\u503c\u547d\u4ee4\u6d88\u8d39<\/p>\n<\/li>\n<li>\n<p>\u65f6\u95f4\u5e8f\u5217\u6570\u636e \u2192 score \u8868\u793a\u65f6\u95f4\u6233 \u2192 \u8303\u56f4\u67e5\u8be2 &#043; \u5206\u9875<\/p>\n<\/li>\n<\/li>\n<hr \/>\n<h4>\u2705 \u603b\u7ed3<\/h4>\n<ul>\n<li>\n<p>ZSet \u6838\u5fc3\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u552f\u4e00\u5143\u7d20 &#043; \u5206\u6570\u6392\u5e8f<\/p>\n<\/li>\n<li>\n<p>\u652f\u6301\u6392\u884c\u699c\u3001\u4f18\u5148\u961f\u5217\u3001\u65f6\u95f4\u5e8f\u5217<\/p>\n<\/li>\n<li>\n<p>\u8df3\u8868&#043;\u5b57\u5178\u7ed3\u6784\u4fdd\u8bc1 O(logN) \u63d2\u5165\u4e0e\u8303\u56f4\u67e5\u8be2 &#043; 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