{"id":68496,"date":"2025-05-10T10:20:33","date_gmt":"2025-05-10T02:20:33","guid":{"rendered":"https:\/\/fwq.ai\/blog\/68496\/"},"modified":"2025-05-10T10:20:33","modified_gmt":"2025-05-10T02:20:33","slug":"redis%e5%9c%a8%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%e4%b8%ad%e7%9a%84%e4%bd%9c%e7%94%a8%e5%8f%8a%e5%ba%94%e7%94%a8%e5%9c%ba%e6%99%af-2","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/68496\/","title":{"rendered":"Redis\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u4f5c\u7528\u53ca\u5e94\u7528\u573a\u666f"},"content":{"rendered":"<p><b><\/b> <\/p>\n<h1>Redis\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u4f5c\u7528\u53ca\u5e94\u7528\u573a\u666f<\/h1>\n<p>\u4eb2\u7231\u7684\u7f16\u7a0b\u5b66\u4e60\u7231\u597d\u8005\uff0c\u5982\u679c\u4f60\u70b9\u5f00\u4e86\u8fd9\u7bc7\u6587\u7ae0\uff0c\u8bf4\u660e\u4f60\u5bf9\u300aRedis\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u4f5c\u7528\u53ca\u5e94\u7528\u573a\u666f\u300b\u5f88\u611f\u5174\u8da3\u3002\u672c\u7bc7\u6587\u7ae0\u5c31\u6765\u7ed9\u5927\u5bb6\u8be6\u7ec6\u89e3\u6790\u4e00\u4e0b\uff0c\u4e3b\u8981\u4ecb\u7ecd\u4e00\u4e0b\uff0c\u5e0c\u671b\u6240\u6709\u8ba4\u771f\u8bfb\u5b8c\u7684\u7ae5\u978b\u4eec\uff0c\u90fd\u6709\u5b9e\u8d28\u6027\u7684\u63d0\u9ad8\u3002<\/p>\n<p>\u6807\u9898\uff1aRedis\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u4f5c\u7528\u53ca\u5e94\u7528\u573a\u666f<\/p>\n<p>\u5f15\u8a00\uff1a<br \/>\u968f\u7740\u4e92\u8054\u7f51\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u6570\u636e\u91cf\u4e5f\u5728\u4e0d\u65ad\u589e\u957f\u3002\u5bf9\u4e8e\u5927\u6570\u636e\u7684\u5904\u7406\u548c\u5b58\u50a8\u6210\u4e3a\u4e86\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0cRedis\u4f5c\u4e3a\u4e00\u79cd\u9ad8\u6027\u80fd\u7684\u5185\u5b58\u7f13\u5b58\u6570\u636e\u5e93\uff0c\u53d1\u6325\u4e86\u91cd\u8981\u7684\u4f5c\u7528\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecdRedis\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u4f5c\u7528\u548c\u5e94\u7528\u573a\u666f\uff0c\u5e76\u7ed9\u51fa\u76f8\u5e94\u7684\u4ee3\u7801\u793a\u4f8b\u3002<\/p>\n<p>\u4e00\u3001Redis\u7684\u4f5c\u7528\uff1a<\/p>\n<ol>\n<li>\u5185\u5b58\u7f13\u5b58\uff1a<br \/>Redis\u4ee5\u5185\u5b58\u4e3a\u4e3b\u8981\u5b58\u50a8\u4ecb\u8d28\uff0c\u901a\u8fc7\u5c06\u6570\u636e\u5b58\u50a8\u5728\u5185\u5b58\u4e2d\uff0c\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u6570\u636e\u8bbf\u95ee\u7684\u901f\u5ea6\u3002\u5bf9\u4e8e\u90a3\u4e9b\u9700\u8981\u9ad8\u901f\u8bfb\u5199\u7684\u6570\u636e\uff0c\u53ef\u4ee5\u5c06\u5176\u5b58\u50a8\u5728Redis\u4e2d\uff0c\u51cf\u5c11\u5bf9\u540e\u7aef\u6570\u636e\u5e93\u7684\u8bbf\u95ee\u538b\u529b\uff0c\u63d0\u5347\u6574\u4e2a\u5e94\u7528\u7684\u6027\u80fd\u3002<\/li>\n<li>\u5206\u5e03\u5f0f\u9501\uff1a<br \/>\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\uff0c\u5f80\u5f80\u9700\u8981\u5bf9\u67d0\u4e9b\u64cd\u4f5c\u8fdb\u884c\u52a0\u9501\uff0c\u4ee5\u4fdd\u8bc1\u6570\u636e\u7684\u4e00\u81f4\u6027\u3002Redis\u63d0\u4f9b\u4e86\u5206\u5e03\u5f0f\u9501\u7684\u529f\u80fd\uff0c\u53ef\u4ee5\u786e\u4fdd\u540c\u4e00\u65f6\u95f4\u53ea\u6709\u4e00\u4e2a\u7ebf\u7a0b\u80fd\u591f\u5bf9\u67d0\u4e2a\u8d44\u6e90\u8fdb\u884c\u64cd\u4f5c\u3002\u8fd9\u5bf9\u4e8e\u6570\u636e\u5904\u7406\u7684\u5e76\u53d1\u63a7\u5236\u975e\u5e38\u91cd\u8981\u3002<\/li>\n<li>\u53d1\u5e03\u8ba2\u9605\uff1a<br \/>Redis\u652f\u6301\u53d1\u5e03-\u8ba2\u9605\u7684\u6a21\u5f0f\uff0c\u53ef\u4ee5\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\u5b9e\u73b0\u6d88\u606f\u7684\u5e7f\u64ad\u548c\u5f02\u6b65\u5904\u7406\u3002\u5f53\u67d0\u4e2a\u6570\u636e\u53d1\u751f\u53d8\u5316\u65f6\uff0c\u901a\u8fc7\u53d1\u5e03-\u8ba2\u9605\u6a21\u5f0f\u901a\u77e5\u5176\u4ed6\u76f8\u5173\u7684\u7cfb\u7edf\u8fdb\u884c\u5904\u7406\uff0c\u5b9e\u73b0\u89e3\u8026\u548c\u5f02\u6b65\u5904\u7406\u3002<\/li>\n<li>\u6709\u5e8f\u96c6\u5408\uff1a<br \/>Redis\u7684\u6709\u5e8f\u96c6\u5408\u53ef\u4ee5\u7528\u6765\u5b58\u50a8\u548c\u5904\u7406\u6309\u7167\u4e00\u5b9a\u987a\u5e8f\u6392\u5217\u7684\u6570\u636e\u3002\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u5229\u7528\u6709\u5e8f\u96c6\u5408\u5bf9\u6570\u636e\u8fdb\u884c\u6392\u5e8f\u3001\u7b5b\u9009\u548c\u7edf\u8ba1\u7b49\u64cd\u4f5c\u3002<\/li>\n<li>\u5730\u7406\u4f4d\u7f6e\u67e5\u8be2\uff1a<br \/>Redis\u652f\u6301\u5730\u7406\u4f4d\u7f6e\u6570\u636e\u7684\u5b58\u50a8\u548c\u67e5\u8be2\u529f\u80fd\u3002\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u5229\u7528Redis\u7684\u5730\u7406\u4f4d\u7f6e\u67e5\u8be2\u529f\u80fd\uff0c\u5bf9\u5927\u91cf\u7684\u5730\u7406\u6570\u636e\u8fdb\u884c\u5feb\u901f\u7684\u67e5\u8be2\u548c\u5206\u6790\u3002<\/li>\n<\/ol>\n<p>\u4e8c\u3001Redis\u7684\u5e94\u7528\u573a\u666f\uff1a<\/p>\n<ol>\n<li>\u7f13\u5b58\uff1a<br \/>Redis\u6700\u5e38\u89c1\u7684\u5e94\u7528\u573a\u666f\u5c31\u662f\u4f5c\u4e3a\u7f13\u5b58\u6765\u4f7f\u7528\u3002\u5c06\u9891\u7e41\u8bbf\u95ee\u7684\u6570\u636e\u5b58\u50a8\u5728Redis\u4e2d\uff0c\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u5bf9\u6570\u636e\u5e93\u7684\u8bbf\u95ee\u6b21\u6570\uff0c\u63d0\u9ad8\u5e94\u7528\u7684\u54cd\u5e94\u901f\u5ea6\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u4e2a\u7535\u5546\u5e73\u53f0\u4e2d\uff0c\u5c06\u5546\u54c1\u4fe1\u606f\u7b49\u9759\u6001\u6570\u636e\u5b58\u50a8\u5728Redis\u4e2d\uff0c\u53ef\u4ee5\u51cf\u8f7b\u6570\u636e\u5e93\u7684\u8d1f\u8f7d\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n<li>\u6392\u884c\u699c\u548c\u7edf\u8ba1\uff1a<br \/>Redis\u7684\u6709\u5e8f\u96c6\u5408\u975e\u5e38\u9002\u5408\u7528\u4e8e\u6392\u884c\u699c\u548c\u7edf\u8ba1\u529f\u80fd\u7684\u5b9e\u73b0\u3002\u6211\u4eec\u53ef\u4ee5\u5229\u7528Redis\u7684\u6709\u5e8f\u96c6\u5408\u7279\u6027\uff0c\u5c06\u7528\u6237\u7684\u79ef\u5206\u3001\u4ea4\u6613\u91cf\u7b49\u6570\u636e\u5b58\u50a8\u5728\u5176\u4e2d\uff0c\u5e76\u6309\u7167\u4e00\u5b9a\u89c4\u5219\u8fdb\u884c\u6392\u5e8f\u3002\u8fd9\u6837\u53ef\u4ee5\u65b9\u4fbf\u5730\u83b7\u53d6\u6392\u540d\u9760\u524d\u7684\u7528\u6237\u6216\u5546\u54c1\uff0c\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u3002<\/li>\n<li>\u5206\u5e03\u5f0f\u9501\uff1a<br \/>\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\uff0c\u5f80\u5f80\u9700\u8981\u5bf9\u67d0\u4e9b\u64cd\u4f5c\u8fdb\u884c\u52a0\u9501\uff0c\u4ee5\u4fdd\u8bc1\u6570\u636e\u7684\u4e00\u81f4\u6027\u3002Redis\u7684\u5206\u5e03\u5f0f\u9501\u529f\u80fd\u53ef\u4ee5\u5f88\u597d\u5730\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002\u901a\u8fc7\u4f7f\u7528Redis\u7684\u539f\u5b50\u64cd\u4f5c\u548c\u4e92\u65a5\u9501\uff0c\u53ef\u4ee5\u786e\u4fdd\u540c\u4e00\u65f6\u523b\u53ea\u6709\u4e00\u4e2a\u7ebf\u7a0b\u80fd\u591f\u5bf9\u67d0\u4e2a\u8d44\u6e90\u8fdb\u884c\u64cd\u4f5c\u3002<\/li>\n<li>\u6d88\u606f\u961f\u5217\uff1a<br \/>\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\uff0c\u5f80\u5f80\u9700\u8981\u5f02\u6b65\u5730\u5904\u7406\u4e00\u4e9b\u4efb\u52a1\u3002Redis\u7684\u53d1\u5e03-\u8ba2\u9605\u6a21\u5f0f\u53ef\u4ee5\u7528\u4f5c\u6d88\u606f\u961f\u5217\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002\u5c06\u4efb\u52a1\u53d1\u5e03\u5230Redis\u4e2d\uff0c\u8ba2\u9605\u8005\u53ef\u4ee5\u5f02\u6b65\u5730\u4eceRedis\u4e2d\u83b7\u53d6\u4efb\u52a1\u5e76\u8fdb\u884c\u5904\u7406\uff0c\u5b9e\u73b0\u89e3\u8026\u548c\u5f02\u6b65\u5904\u7406\u3002<\/li>\n<\/ol>\n<p>\u4ee3\u7801\u793a\u4f8b\uff1a<br \/>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u57fa\u4e8eRedis\u7684\u6392\u884c\u699c\u5b9e\u73b0\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<pre>import redis\n\n# \u8fde\u63a5Redis\u6570\u636e\u5e93\nr = redis.Redis(host='localhost', port=6379)\n\n# \u6dfb\u52a0\u7528\u6237\u79ef\u5206\nr.zadd('rank', {'user1': 100, 'user2': 200, 'user3': 150})\n\n# \u83b7\u53d6\u6392\u884c\u699c\u524d\u4e09\u540d\u7528\u6237\ntop3 = r.zrevrange('rank', 0, 2, withscores=True)\n\n# \u6253\u5370\u7ed3\u679c\nfor user, score in top3:\n    print(f'{user}: {score}')<\/pre>\n<p>\u4ee5\u4e0a\u4ee3\u7801\u4f7f\u7528Redis\u7684\u6709\u5e8f\u96c6\u5408\u529f\u80fd\u5b9e\u73b0\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u6392\u884c\u699c\u3002\u9996\u5148\uff0c\u901a\u8fc7<code>zadd<\/code>\u65b9\u6cd5\u6dfb\u52a0\u4e86\u4e00\u4e9b\u7528\u6237\u548c\u4ed6\u4eec\u7684\u79ef\u5206\u3002\u7136\u540e\uff0c\u4f7f\u7528<code>zrevrange<\/code>\u65b9\u6cd5\u83b7\u53d6\u6392\u884c\u699c\u524d\u4e09\u540d\u7528\u6237\u3002\u6700\u540e\uff0c\u6253\u5370\u51fa\u6392\u884c\u699c\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u7ed3\u8bba\uff1a<br \/>Redis\u4f5c\u4e3a\u4e00\u79cd\u9ad8\u6027\u80fd\u7684\u5185\u5b58\u7f13\u5b58\u6570\u636e\u5e93\uff0c\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\u53d1\u6325\u4e86\u91cd\u8981\u7684\u4f5c\u7528\u3002\u5b83\u53ef\u4ee5\u4f5c\u4e3a\u7f13\u5b58\u3001\u5206\u5e03\u5f0f\u9501\u3001\u53d1\u5e03\u8ba2\u9605\u3001\u6709\u5e8f\u96c6\u5408\u548c\u5730\u7406\u4f4d\u7f6e\u67e5\u8be2\u7b49\u529f\u80fd\u7684\u5b9e\u73b0\uff0c\u63d0\u9ad8\u5927\u6570\u636e\u5904\u7406\u7684\u6027\u80fd\u548c\u6548\u7387\u3002\u901a\u8fc7\u672c\u6587\u7684\u4ecb\u7ecd\u548c\u4ee3\u7801\u793a\u4f8b\uff0c\u8bfb\u8005\u53ef\u4ee5\u66f4\u597d\u5730\u7406\u89e3Redis\u7684\u4f5c\u7528\u548c\u5e94\u7528\u573a\u666f\uff0c\u5e76\u5728\u5b9e\u9645\u9879\u76ee\u4e2d\u7075\u6d3b\u8fd0\u7528\u3002<\/p>\n<dl>\n<dt>\n <\/dt>\n<dd>\n   Redis\uff1a\u6784\u5efa\u9ad8\u53ef\u9760\u6027\u7cfb\u7edf\u7684\u5229\u5668\n <\/dd>\n<\/dl>\n<dl>\n<dt>\n <\/dt>\n<dd>\n   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\u83b7\u53d6\u6392\u884c\u699c\u524d\u4e09\u540d\u7528\u6237 top3 = r.zrevrange(&#8216;rank&#8217;, 0, 2, withscores=True) # \u6253\u5370\u7ed3\u679c for user, score in top3: print(f'{user}: {score}&#8217;) \u4ee5\u4e0a\u4ee3\u7801\u4f7f\u7528Redis\u7684\u6709\u5e8f\u96c6\u5408\u529f\u80fd\u5b9e\u73b0\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u6392\u884c\u699c\u3002\u9996\u5148\uff0c\u901a\u8fc7zadd\u65b9\u6cd5\u6dfb\u52a0\u4e86\u4e00\u4e9b\u7528\u6237\u548c\u4ed6\u4eec\u7684\u79ef\u5206\u3002\u7136\u540e\uff0c\u4f7f\u7528zrevrange\u65b9\u6cd5\u83b7\u53d6\u6392\u884c\u699c\u524d\u4e09\u540d\u7528\u6237\u3002\u6700\u540e\uff0c\u6253\u5370\u51fa\u6392\u884c\u699c\u7684\u7ed3\u679c\u3002 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\u5982\u4f55\u4f7f\u7528Redis\u5b9e\u73b0\u5206\u5e03\u5f0f\u6570\u636e\u540c\u6b65<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-68496","post","type-post","status-publish","format-standard","hentry","category-os"],"_links":{"self":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/68496","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/comments?post=68496"}],"version-history":[{"count":0,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/68496\/revisions"}],"wp:attachment":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/media?parent=68496"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/categories?post=68496"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/tags?post=68496"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}