{"id":202261,"date":"2025-05-10T10:19:56","date_gmt":"2025-05-10T02:19:56","guid":{"rendered":"https:\/\/server.hk\/cnblog\/202261\/"},"modified":"2025-05-10T10:19:56","modified_gmt":"2025-05-10T02:19:56","slug":"redis%ef%bc%9a%e5%bf%ab%e9%80%9f%e6%9e%84%e5%bb%ba%e5%ae%9e%e6%97%b6%e7%bb%9f%e8%ae%a1%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/202261\/","title":{"rendered":"Redis\uff1a\u5feb\u901f\u6784\u5efa\u5b9e\u65f6\u7edf\u8ba1\u7cfb\u7edf"},"content":{"rendered":"<p><b><\/b> <\/p>\n<h1>Redis\uff1a\u5feb\u901f\u6784\u5efa\u5b9e\u65f6\u7edf\u8ba1\u7cfb\u7edf<\/h1>\n<p>\u73cd\u60dc\u65f6\u95f4\uff0c\u52e4\u594b\u5b66\u4e60\uff01\u4eca\u5929\u7ed9\u5927\u5bb6\u5e26\u6765<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\">\u300aRedis\uff1a\u5feb\u901f\u6784\u5efa\u5b9e\u65f6\u7edf\u8ba1\u7cfb\u7edf\u300b<\/span>\uff0c\u6b63\u6587\u5185\u5bb9\u4e3b\u8981\u6d89\u53ca\u5230<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\"><\/span>\u7b49\u7b49\uff0c\u5982\u679c\u4f60\u6b63\u5728\u5b66\u4e60<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\">\u6570\u636e\u5e93<\/span>\uff0c\u6216\u8005\u662f\u5bf9<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\">\u6570\u636e\u5e93<\/span>\u6709\u7591\u95ee\uff0c\u6b22\u8fce\u5927\u5bb6\u5173\u6ce8\u6211\uff01\u540e\u9762\u6211\u4f1a\u6301\u7eed\u66f4\u65b0\u76f8\u5173\u5185\u5bb9\u7684\uff0c\u5e0c\u671b\u90fd\u80fd\u5e2e\u5230\u6b63\u5728\u5b66\u4e60\u7684\u5927\u5bb6\uff01<\/p>\n<p>Redis\uff08Remote Dictionary Server\uff09\u662f\u4e00\u79cd\u57fa\u4e8e\u5185\u5b58\u7684\u6570\u636e\u7ed3\u6784\u5b58\u50a8\u7cfb\u7edf\uff0c\u5177\u6709\u8f7b\u4fbf\u3001\u9ad8\u6548\u3001\u6613\u7528\u7b49\u7279\u70b9\u3002\u5b83\u4e0d\u4ec5\u662f\u4e00\u4e2a\u9ad8\u901f\u7684\u952e\u503c\u5bf9\u5b58\u50a8\u6570\u636e\u5e93\uff0c\u800c\u4e14\u63d0\u4f9b\u4e86\u5404\u79cd\u7075\u6d3b\u7684\u6570\u636e\u7ed3\u6784\uff0c\u5982\u5b57\u7b26\u4e32\u3001\u6563\u5217\u3001\u5217\u8868\u3001\u96c6\u5408\u548c\u6709\u5e8f\u96c6\u5408\uff0c\u53ef\u4ee5\u652f\u6301\u5404\u79cd\u573a\u666f\u7684\u5e94\u7528\u3002\u9664\u6b64\u4e4b\u5916\uff0cRedis\u8fd8\u62e5\u6709\u5f3a\u5927\u7684\u5b9e\u65f6\u8ba1\u7b97\u80fd\u529b\uff0c\u53ef\u4ee5\u5feb\u901f\u6784\u5efa\u5b9e\u65f6\u7edf\u8ba1\u7cfb\u7edf\u3002<\/p>\n<p>\u5728\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u5e38\u5e38\u9700\u8981\u6784\u5efa\u5b9e\u65f6\u7edf\u8ba1\u7cfb\u7edf\u3002\u4f8b\u5982\uff0c\u7535\u5546\u5e73\u53f0\u9700\u8981\u5b9e\u65f6\u7edf\u8ba1\u9500\u552e\u6570\u636e\u3001\u8fd0\u8425\u6570\u636e\u3001\u7528\u6237\u6570\u636e\uff0c\u4ee5\u4fbf\u4f18\u5316\u8fd0\u8425\u7b56\u7565\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4f20\u7edf\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5df2\u7ecf\u4e0d\u80fd\u6ee1\u8db3\u5b9e\u65f6\u6027\u8981\u6c42\uff0c\u6240\u4ee5Redis\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5b9e\u65f6\u8ba1\u7b97\u9886\u57df\u3002<\/p>\n<p>\u672c\u6587\u5c06\u901a\u8fc7\u4ee3\u7801\u793a\u4f8b\uff0c\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528Redis\u6784\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u5b9e\u65f6\u7edf\u8ba1\u7cfb\u7edf\u3002<\/p>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u5c06\u6570\u636e\u5b58\u5165Redis\u4e2d\u3002\u8003\u8651\u5230\u6211\u4eec\u9700\u8981\u7edf\u8ba1\u7528\u6237\u8bbf\u95ee\u7684\u6b21\u6570\uff0c\u53ef\u4ee5\u5c06\u7528\u6237\u7684\u8bbf\u95ee\u6b21\u6570\u8bb0\u5f55\u5728\u4e00\u4e2aset\u96c6\u5408\u4e2d\uff0c\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u8868\u793a\u6bcf\u4e2a\u7528\u6237\u7684\u8bbf\u95ee\u8ba1\u6570\u5668\u3002<\/p>\n<pre>import redis\n\nr = redis.Redis(host='localhost', port=6379, db=0)\n\ndef record_user_access(user_id):\n    r.sadd('users', user_id)\n    r.incr('user:%s:access_count' % user_id)<\/pre>\n<p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528Redis\u7684SADD\u547d\u4ee4\u5c06\u7528\u6237ID\u6dfb\u52a0\u5230\u4e00\u4e2a\u96c6\u5408\u4e2d\uff0c\u5e76\u4f7f\u7528INCR\u547d\u4ee4\u589e\u52a0\u7528\u6237\u8bbf\u95ee\u8ba1\u6570\u5668\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528Redis\u7684SCARD\u547d\u4ee4\u83b7\u53d6\u7528\u6237\u6570\u91cf\u548cSMEMBERS\u547d\u4ee4\u83b7\u53d6\u6240\u6709\u7528\u6237\u7684ID\u3002<\/p>\n<pre>def get_user_count():\n    user_count = r.scard('users')\n    return user_count\n\ndef get_all_users():\n    users = r.smembers('users')\n    return users<\/pre>\n<p>\u53e6\u4e00\u79cd\u5e38\u89c1\u7684\u7edf\u8ba1\u65b9\u6cd5\u662f\u7edf\u8ba1\u7528\u6237\u8bbf\u95ee\u91cf\u6700\u9ad8\u7684N\u4e2a\u7528\u6237\uff0c\u8fd9\u53ef\u4ee5\u4f7f\u7528Redis\u7684ZADD\u547d\u4ee4\u5c06\u7528\u6237\u8bbf\u95ee\u8ba1\u6570\u5668\u4f5c\u4e3a\u5206\u6570\uff0c\u7528\u6237ID\u4f5c\u4e3a\u6210\u5458\u6dfb\u52a0\u5230\u4e00\u4e2a\u6709\u5e8f\u96c6\u5408\u4e2d\u3002<\/p>\n<pre>def get_top_n_users(n):\n    top_n = r.zrevrangebyscore('access_count', '+inf', '-inf', start=0, num=n)\n    return top_n\n\ndef record_user_access(user_id):\n    r.sadd('users', user_id)\n    r.zincrby('access_count', user_id, amount=1)<\/pre>\n<p>\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u4e86Redis\u7684ZREVRANGEBYSCORE\u547d\u4ee4\u83b7\u53d6\u5f97\u5206\u6700\u9ad8\u7684N\u4e2a\u7528\u6237\u3002<\/p>\n<p>\u9664\u4e86\u7edf\u8ba1\u7528\u6237\u8bbf\u95ee\u6b21\u6570\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528Redis\u7edf\u8ba1\u9875\u9762\u7684\u8bbf\u95ee\u6b21\u6570\u3002\u5c06\u9875\u9762\u7684\u8bbf\u95ee\u8ba1\u6570\u5668\u4fdd\u5b58\u5728Redis\u7684\u6563\u5217\u8868\u4e2d\uff0c\u5176\u4e2d\u952e\u662f\u9875\u9762URL\uff0c\u503c\u662f\u8bbf\u95ee\u8ba1\u6570\u5668\u3002<\/p>\n<pre>def record_page_view(url):\n    r.hincrby('page_views', url, amount=1)\n\ndef get_page_view(url):\n    page_view = r.hget('page_views', url)\n    return page_view<\/pre>\n<p>\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528Redis\u7684HINCRBY\u547d\u4ee4\u589e\u52a0\u9875\u9762\u8ba1\u6570\u5668\uff0c\u5c06\u9875\u9762URL\u4f5c\u4e3a\u952e\uff0c\u83b7\u53d6\u8bbf\u95ee\u6b21\u6570\u65f6\u4f7f\u7528HGET\u547d\u4ee4\u83b7\u53d6\u9875\u9762\u7684\u8bbf\u95ee\u8ba1\u6570\u5668\u3002<\/p>\n<p>\u9664\u4e86\u4e0a\u9762\u4ecb\u7ecd\u7684\u7edf\u8ba1\u65b9\u5f0f\u4ee5\u5916\uff0cRedis\u8fd8\u652f\u6301\u5404\u79cd\u7075\u6d3b\u7684\u6570\u636e\u7ed3\u6784\u548c\u547d\u4ee4\uff0c\u53ef\u4ee5\u6ee1\u8db3\u5404\u79cd\u573a\u666f\u7684\u9700\u6c42\u3002\u4f8b\u5982\uff0c\u5982\u679c\u9700\u8981\u7edf\u8ba1\u7528\u6237\u7684\u884c\u4e3a\u8f68\u8ff9\uff0c\u53ef\u4ee5\u4f7f\u7528Redis\u7684\u6709\u5e8f\u96c6\u5408\u6765\u8bb0\u5f55\u7528\u6237\u7684\u884c\u4e3a\u65e5\u5fd7\uff0c\u5e76\u4f7f\u7528ZREVRANGE\u547d\u4ee4\u83b7\u53d6\u7528\u6237\u6700\u8fd1\u7684\u884c\u4e3a\u8bb0\u5f55\u3002<\/p>\n<p>\u7efc\u4e0a\u6240\u8ff0\uff0cRedis\u4f5c\u4e3a\u4e00\u79cd\u57fa\u4e8e\u5185\u5b58\u7684\u6570\u636e\u7ed3\u6784\u5b58\u50a8\u7cfb\u7edf\uff0c\u5177\u6709\u5feb\u901f\u3001\u9ad8\u6548\u3001\u7075\u6d3b\u7b49\u4f18\u70b9\u3002\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u7528\u4f5c\u9ad8\u901f\u7684\u952e\u503c\u5bf9\u5b58\u50a8\u6570\u636e\u5e93\uff0c\u8fd8\u53ef\u4ee5\u652f\u6301\u5404\u79cd\u7075\u6d3b\u7684\u6570\u636e\u7ed3\u6784\u548c\u547d\u4ee4\uff0c\u6ee1\u8db3\u5404\u79cd\u5b9e\u65f6\u8ba1\u7b97\u573a\u666f\u7684\u9700\u6c42\u3002<\/p>\n<dl>\n<dt>\n <\/dt>\n<dd>\n   \u5982\u4f55\u8fdb\u884cLinux\u7cfb\u7edf\u7684\u670d\u52a1\u76d1\u63a7\u548c\u81ea\u52a8\u62a5\u8b66\n <\/dd>\n<\/dl>\n<dl>\n<dt>\n <\/dt>\n<dd>\n   Redis\u5982\u4f55\u5b9e\u73b0\u6570\u636e\u538b\u7f29\u4e0e\u89e3\u538b\u7f29\u529f\u80fd\n <\/dd>\n<\/dl>\n","protected":false},"excerpt":{"rendered":"<p>Redis\uff1a\u5feb\u901f\u6784\u5efa\u5b9e\u65f6\u7edf\u8ba1\u7cfb\u7edf&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101],"tags":[],"class_list":["post-202261","post","type-post","status-publish","format-standard","hentry","category-database"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/202261","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=202261"}],"version-history":[{"count":0,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/202261\/revisions"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=202261"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=202261"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=202261"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}