{"id":201227,"date":"2025-05-10T10:41:34","date_gmt":"2025-05-10T02:41:34","guid":{"rendered":"https:\/\/server.hk\/cnblog\/201227\/"},"modified":"2025-05-10T10:41:34","modified_gmt":"2025-05-10T02:41:34","slug":"%e4%bd%bf%e7%94%a8redis%e5%ae%9e%e7%8e%b0%e4%bb%a4%e7%89%8c%e6%a1%b6%e7%ae%97%e6%b3%95%e5%8e%9f%e7%90%86%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/201227\/","title":{"rendered":"\u4f7f\u7528Redis\u5b9e\u73b0\u4ee4\u724c\u6876\u7b97\u6cd5\u539f\u7406\u89e3\u6790"},"content":{"rendered":"

<\/b> <\/p>\n

\u4f7f\u7528Redis\u5b9e\u73b0\u4ee4\u724c\u6876\u7b97\u6cd5\u539f\u7406\u89e3\u6790<\/h1>\n

<\/i>\u6536\u85cf<\/span> <\/p>\n

\u672c\u7bc7\u6587\u7ae0\u7ed9\u5927\u5bb6\u5206\u4eab\u300a\u4f7f\u7528Redis\u5b9e\u73b0\u4ee4\u724c\u6876\u7b97\u6cd5\u539f\u7406\u89e3\u6790\u300b\uff0c\u8986\u76d6\u4e86\u6570\u636e\u5e93\u7684\u5e38\u89c1\u57fa\u7840\u77e5\u8bc6\uff0c\u5176\u5b9e\u4e00\u4e2a\u8bed\u8a00\u7684\u5168\u90e8\u77e5\u8bc6\u70b9\u4e00\u7bc7\u6587\u7ae0\u662f\u4e0d\u53ef\u80fd\u8bf4\u5b8c\u7684\uff0c\u4f46\u5e0c\u671b\u901a\u8fc7\u8fd9\u4e9b\u95ee\u9898\uff0c\u8ba9\u8bfb\u8005\u5bf9\u81ea\u5df1\u7684\u638c\u63e1\u7a0b\u5ea6\u6709\u4e00\u5b9a\u7684\u8ba4\u8bc6(B \u6570)\uff0c\u4ece\u800c\u5f25\u8865\u81ea\u5df1\u7684\u4e0d\u8db3\uff0c\u66f4\u597d\u7684\u638c\u63e1\u5b83\u3002<\/p>\n

\u5728\u9650\u6d41\u7b97\u6cd5\u4e2d\u6709\u4e00\u79cd\u4ee4\u724c\u6876\u7b97\u6cd5\uff0c\u8be5\u7b97\u6cd5\u53ef\u4ee5\u5e94\u5bf9\u77ed\u6682\u7684\u7a81\u53d1\u6d41\u91cf\uff0c\u8fd9\u5bf9\u4e8e\u73b0\u5b9e\u73af\u5883\u4e2d\u6d41\u91cf\u4e0d\u600e\u4e48\u5747\u5300\u7684\u60c5\u51b5\u7279\u522b\u6709\u7528\uff0c\u4e0d\u4f1a\u9891\u7e41\u7684\u89e6\u53d1\u9650\u6d41\uff0c\u5bf9\u8c03\u7528\u65b9\u6bd4\u8f83\u53cb\u597d\u3002<\/span><\/p>\n

\u4f8b\u5982\uff0c\u5f53\u524d\u9650\u523610qps\uff0c\u5927\u591a\u6570\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u8d85\u8fc7\u6b64\u6570\u91cf\uff0c\u4f46\u5076\u5c14\u4f1a\u8fbe\u523030qps\uff0c\u7136\u540e\u5f88\u5feb\u5c31\u4f1a\u6062\u590d\u6b63\u5e38\uff0c\u5047\u8bbe\u8fd9\u79cd\u7a81\u53d1\u6d41\u91cf\u4e0d\u4f1a\u5bf9\u7cfb\u7edf\u7a33\u5b9a\u6027\u4ea7\u751f\u5f71\u54cd\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u5141\u8bb8\u8fd9\u79cd\u77ac\u65f6\u7a81\u53d1\u6d41\u91cf\uff0c\u4ece\u800c\u4e3a\u7528\u6237\u5e26\u6765\u66f4\u597d\u7684\u53ef\u7528\u6027\u4f53\u9a8c\u3002\u8fd9\u5c31\u662f\u4f7f\u7528\u4ee4\u724c\u6876\u7b97\u6cd5\u7684\u5730\u65b9\u3002<\/p>\n

\u4ee4\u724c\u6876\u7b97\u6cd5\u539f\u7406<\/h3>\n

\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u8be5\u7b97\u6cd5\u7684\u57fa\u672c\u539f\u7406\u662f\uff1a\u6709\u4e00\u4e2a\u5bb9\u91cf\u4e3aX\u7684\u4ee4\u724c\u6876\uff0c\u6bcfY\u5355\u4f4d\u65f6\u95f4\u5185\u5c06Z\u4e2a\u4ee4\u724c\u653e\u5165\u8be5\u6876\u3002\u5982\u679c\u6876\u4e2d\u7684\u4ee4\u724c\u6570\u91cf\u8d85\u8fc7X\uff0c\u90a3\u4e48\u5b83\u5c06\u88ab\u4e22\u5f03\u3002\u5904\u7406\u8bf7\u6c42\u65f6\uff0c\u9700\u8981\u5148\u4ece\u4ee4\u724c\u6876\u4e2d\u53d6\u51fa\u4ee4\u724c\uff0c\u5982\u679c\u62ff\u5230\u4e86\u4ee4\u724c\uff0c\u5219\u7ee7\u7eed\u5904\u7406\uff1b\u5982\u679c\u62ff\u4e0d\u5230\u4ee4\u724c\uff0c\u5219\u62d2\u7edd\u8bf7\u6c42\u3002<\/p>\n

<\/p>\n

\u53ef\u4ee5\u770b\u51fa\uff0c\u5728\u4ee4\u724c\u6876\u7b97\u6cd5\u4e2d\u8bbe\u7f6eX\uff0cY\u548cZ\u7684\u6570\u91cf\u5c24\u4e3a\u91cd\u8981\u3002Z\u5e94\u8be5\u6bd4\u6bcfY\u5355\u4f4d\u65f6\u95f4\u5185\u7684\u8bf7\u6c42\u6570\u7a0d\u5927\uff0c\u7cfb\u7edf\u5c06\u957f\u65f6\u95f4\u5904\u4e8e\u6b64\u72b6\u6001\uff1bX\u662f\u7cfb\u7edf\u5141\u8bb8\u7684\u77ac\u65f6\u6700\u5927\u8bf7\u6c42\u6570\uff0c\u5e76\u4e14\u7cfb\u7edf\u4e0d\u5e94\u8be5\u957f\u65f6\u95f4\u5904\u4e8e\u6b64\u72b6\u6001\uff0c\u5426\u5219\u5c31\u4f1a\u9891\u7e41\u89e6\u53d1\u9650\u6d41\uff0c\u6b64\u65f6\u8868\u660e\u6d41\u91cf\u51fa\u73b0\u4e86\u8d85\u9884\u671f\u7684\u60c5\u51b5\uff0c\u9700\u8981\u53ca\u65f6\u8c03\u67e5\u539f\u56e0\u5e76\u91c7\u53d6\u76f8\u5e94\u63aa\u65bd\u3002<\/p>\n

Redis\u5b9e\u73b0\u4ee4\u724c\u6876\u7b97\u6cd5<\/h3>\n

\u4e4b\u524d\u770b\u8fc7\u6709\u4e9b\u7a0b\u5e8f\u5b9e\u73b0\u7684\u4ee4\u724c\u6876\uff0c\u5176\u5411\u6876\u4e2d\u653e\u5165\u4ee4\u724c\u7684\u65b9\u6cd5\u662f\u542f\u52a8\u4e00\u4e2a\u7ebf\u7a0b\uff0c\u6bcf\u9694Y\u5355\u4f4d\u65f6\u95f4\u589e\u52a0\u4e00\u6b21\u4ee4\u724c\u6570\u91cf\uff0c\u6216\u8005\u5728Timer\u4e2d\u5b9a\u65f6\u6267\u884c\u8fd9\u4e00\u8fc7\u7a0b\u3002\u6211\u4e0d\u592a\u6ee1\u610f\u8fd9\u79cd\u65b9\u6cd5\uff0c \u539f\u56e0\u6709\u4e8c\uff0c\u4e00\u662f\u6d6a\u8d39\u7ebf\u7a0b\u8d44\u6e90\uff0c\u4e8c\u662f\u56e0\u4e3a\u8c03\u5ea6\u7684\u95ee\u9898\u6267\u884c\u65f6\u95f4\u4e0d\u7cbe\u786e\u3002<\/p>\n

\u8fd9\u91cc\u786e\u5b9a\u4ee4\u724c\u6876\u4e2d\u4ee4\u724c\u6570\u91cf\u7684\u65b9\u6cd5\u662f\u901a\u8fc7\u8ba1\u7b97\u5f97\u51fa\uff0c\u9996\u5148\u7b97\u51fa\u4ece\u4e0a\u6b21\u8bf7\u6c42\u5230\u8fd9\u6b21\u8bf7\u6c42\u7ecf\u8fc7\u4e86\u591a\u957f\u65f6\u95f4\uff0c\u662f\u5426\u8fbe\u5230\u53d1\u4ee4\u724c\u7684\u65f6\u95f4\u9608\u503c\uff0c\u7136\u540e\u589e\u52a0\u7684\u4ee4\u724c\u6570\u662f\u591a\u5c11\uff0c\u8fd9\u4e9b\u4ee4\u724c\u80fd\u591f\u653e\u5230\u6876\u4e2d\u7684\u662f\u591a\u5c11\u3002<\/p>\n

Talk is cheap!<\/p>\n

\u4e0b\u8fb9\u5c31\u6765\u770b\u770bRedis\u4e2d\u600e\u4e48\u5b9e\u73b0\u7684\uff0c\u56e0\u4e3a\u6d89\u53ca\u5230\u591a\u6b21\u4e0eRedis\u7684\u4ea4\u4e92\uff0c\u8fd9\u91cc\u4e3a\u4e86\u63d0\u9ad8\u9650\u6d41\u5904\u7406\u7684\u541e\u5410\u91cf\uff0c\u51cf\u5c11\u7a0b\u5e8f\u4e0eRedis\u7684\u4ea4\u4e92\u6b21\u6570\uff0c\u91c7\u7528\u4e86Redis\u652f\u6301\u7684Lua script\uff0cLua script\u7684\u6267\u884c\u662f\u539f\u5b50\u7684\uff0c\u6240\u4ee5\u4e5f\u4e0d\u7528\u62c5\u5fc3\u51fa\u73b0\u810f\u6570\u636e\u7684\u95ee\u9898\u3002<\/p>\n

\u4ee3\u7801\u8282\u9009\u81ea \uff0c\u5b83\u4e0d\u4ec5\u652f\u6301\u666e\u901a\u4e3b\u4ece\u90e8\u7f72Redis\uff0c\u8fd8\u652f\u6301\u96c6\u7fa4Redis\uff0c\u6240\u4ee5\u541e\u5410\u91cf\u53ef\u4ee5\u901a\u8fc7\u6c34\u5e73\u6269\u5c55\u7684\u65b9\u5f0f\u8fdb\u884c\u63d0\u5347\u3002\u4e3a\u4e86\u65b9\u4fbf\u9605\u8bfb\uff0c\u8fd9\u91cc\u589e\u52a0\u4e00\u4e9b\u6ce8\u91ca\uff0c\u5b9e\u9645\u662f\u6ca1\u6709\u7684\u3002<\/p>\n

\n-- \u5b9a\u4e49\u8fd4\u56de\u503c\uff0c\u662f\u4e2a\u6570\u7ec4\uff0c\u5305\u542b\uff1a\u662f\u5426\u89e6\u53d1\u9650\u6d41\uff081\u9650\u6d41 0\u901a\u8fc7\uff09\u3001\u5f53\u524d\u6876\u4e2d\u7684\u4ee4\u724c\u6570\nlocal ret={}\nret[1]=0\n-- Redis\u96c6\u7fa4\u5206\u7247Key\uff0cKEYS[1]\u662f\u9650\u6d41\u76ee\u6807\nlocal cl_key = '{' .. KEYS[1] .. '}'\n\n-- \u83b7\u53d6\u9650\u6d41\u60e9\u7f5a\u7684\u5f53\u524d\u8bbe\u7f6e\uff0c\u89e6\u53d1\u9650\u6d41\u60e9\u7f5a\u65f6\u4f1a\u5199\u4e00\u4e2a\u6709\u8fc7\u671f\u65f6\u95f4\u7684KV\n-- \u5982\u679c\u5b58\u5728\u9650\u6d41\u60e9\u7f5a\uff0c\u5219\u8fd4\u56de\u7ed3\u679c[1,-1]\nlocal lock_key=cl_key .. '-lock'\nlocal lock_val=redis.call('get',lock_key)\nif lock_val == '1' then\n    ret[1]=1\n    ret[2]=-1\n    return ret;\nend\n\n-- \u8fd9\u91cc\u7701\u7565\u90e8\u5206\u4ee3\u7801\n\n-- \u83b7\u53d6[\u4e0a\u6b21\u5411\u6876\u4e2d\u6295\u653e\u4ee4\u724c\u7684\u65f6\u95f4]\uff0c\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e\u8fc7\u8fd9\u4e2a\u6295\u653e\u65f6\u95f4\uff0c\u5219\u4ee4\u724c\u6876\u4e5f\u4e0d\u5b58\u5728\uff0c\u6b64\u65f6\uff1a\n-- \u4e00\u79cd\u60c5\u51b5\u662f\uff1a\u9996\u6b21\u6267\u884c\uff0c\u6b64\u65f6\u5b9a\u4e49\u4ee4\u724c\u6876\u5c31\u662f\u6ee1\u7684\u3002\n-- \u53e6\u4e00\u79cd\u60c5\u51b5\u662f\uff1a\u8f83\u957f\u65f6\u95f4\u6ca1\u6709\u6267\u884c\u8fc7\u9650\u6d41\u5904\u7406\uff0c\u5bfc\u81f4\u627f\u8f7d\u8fd9\u4e2a\u65f6\u95f4\u7684KV\u88ab\u91ca\u653e\u4e86\uff0c\n-- \u8fd9\u4e2a\u8fc7\u671f\u65f6\u95f4\u4f1a\u8d85\u8fc7\u81ea\u7136\u6295\u653e\u4ee4\u724c\u5230\u6876\u4e2d\u76f4\u5230\u6876\u6ee1\u7684\u65f6\u95f4\uff0c\u6240\u4ee5\u4ee4\u724c\u6876\u4e5f\u5e94\u8be5\u662f\u6ee1\u7684\u3002\nlocal last_time=redis.call('get',st_key)\nif(last_time==false)\nthen\n -- \u672c\u6b21\u6267\u884c\u540e\u5269\u4f59\u4ee4\u724c\u6570\u91cf\uff1a\u6876\u7684\u5bb9\u91cf- \u672c\u6b21\u6267\u884c\u6d88\u8017\u7684\u4ee4\u724c\u6570\u91cf\n    bucket_amount = capacity - amount;\n    -- \u5c06\u8fd9\u4e2a\u4ee4\u724c\u6570\u91cf\u66f4\u65b0\u5230\u4ee4\u724c\u6876\u4e2d\uff0c\u540c\u65f6\u8fd9\u91cc\u6709\u4e2a\u8fc7\u671f\u65f6\u95f4\uff0c\u5982\u679c\u957f\u65f6\u95f4\u4e0d\u6267\u884c\u8fd9\u4e2a\u7a0b\u5e8f\uff0c\u4ee4\u724c\u6876KV\u4f1a\u88ab\u56de\u6536\n    redis.call('set',KEYS[1],bucket_amount,'PX',key_expire_time)\n    -- \u8bbe\u7f6e[\u4e0a\u6b21\u5411\u6876\u4e2d\u653e\u5165\u4ee4\u724c\u7684\u65f6\u95f4]\uff0c\u540e\u8fb9\u8ba1\u7b97\u5e94\u653e\u5165\u6876\u4e2d\u7684\u4ee4\u724c\u6570\u91cf\u65f6\u4f1a\u7528\u5230\n    redis.call('set',st_key,start_time,'PX',key_expire_time)\n    -- \u8fd4\u56de\u503c[\u5f53\u524d\u6876\u4e2d\u7684\u4ee4\u724c\u6570]\n    ret[2]=bucket_amount\n    -- \u65e0\u9700\u5176\u5b83\u5904\u7406\n    return ret\nend\n\n-- \u4ee4\u724c\u6876\u5b58\u5728\uff0c\u83b7\u53d6\u4ee4\u724c\u6876\u4e2d\u7684\u5f53\u524d\u4ee4\u724c\u6570\nlocal current_value = redis.call('get',KEYS[1])\ncurrent_value = tonumber(current_value)\n\n-- \u5224\u65ad\u662f\u4e0d\u662f\u8be5\u653e\u5165\u65b0\u4ee4\u724c\u5230\u6876\u4e2d\u4e86\uff1a\u5f53\u524d\u65f6\u95f4-\u4e0a\u6b21\u6295\u653e\u7684\u65f6\u95f4 >= \u6295\u653e\u7684\u65f6\u95f4\u95f4\u9694\nlast_time=tonumber(last_time)\nlocal last_time_changed=0\nlocal past_time=current_time-last_time\nif(past_time\n   \n    0 then\n        redis.call('set',lock_key,'1','EX',lock_seconds,'NX')\n    end\n    ret[1]=1\n    return ret\nend\n\n-- \u6765\u5230\u8fd9\u91cc\uff0c\u4ee3\u8868\u53ef\u4ee5\u6210\u529f\u6263\u51cf\u4ee4\u724c\uff0c\u5219\u9700\u8981\u66f4\u65b0\u4ee4\u724c\u6876KV\nif last_time_changed==1 then\n    redis.call('set',KEYS[1],bucket_amount,'PX',key_expire_time)\n -- \u6709\u65b0\u6295\u653e\uff0c\u66f4\u65b0[\u4e0a\u6b21\u6295\u653e\u65f6\u95f4]\u4e3a\u672c\u6b21\u6295\u653e\u65f6\u95f4\n    redis.call('set',st_key,last_time,'PX',key_expire_time)\nelse\n    redis.call('set',KEYS[1],bucket_amount,'PX',key_expire_time)\nend\nreturn ret\n   <\/pre>\n
\u901a\u8fc7\u4ee5\u4e0a\u4ee3\u7801\uff0c\u53ef\u4ee5\u770b\u51fa\uff0c\u5176\u4e3b\u8981\u5904\u7406\u8fc7\u7a0b\u662f\uff1a<\/p>\n
1\u3001\u5224\u65ad\u6709\u6ca1\u6709\u88ab\u9650\u6d41\u60e9\u7f5a\uff0c\u6709\u5219\u76f4\u63a5\u8fd4\u56de\uff0c\u65e0\u5219\u8fdb\u5165\u4e0b\u4e00\u6b65\u3002<\/p>\n
2\u3001\u5224\u65ad\u4ee4\u724c\u6876\u662f\u5426\u5b58\u5728\uff0c\u4e0d\u5b58\u5728\u5219\u5148\u521b\u5efa\u4ee4\u724c\u6876\uff0c\u7136\u540e\u6263\u51cf\u4ee4\u724c\u8fd4\u56de\uff0c\u5b58\u5728\u5219\u8fdb\u5165\u4e0b\u4e00\u6b65\u3002<\/p>\n
3\u3001\u5224\u65ad\u662f\u5426\u9700\u8981\u6295\u653e\u4ee4\u724c\uff0c\u4e0d\u9700\u8981\u5219\u76f4\u63a5\u6263\u51cf\u4ee4\u724c\uff0c\u9700\u8981\u5219\u5148\u6295\u653e\u4ee4\u724c\u518d\u6263\u51cf\u4ee4\u724c\u3002<\/p>\n
4\u3001\u5224\u65ad\u6263\u51cf\u540e\u7684\u4ee4\u724c\u6570\uff0c\u5982\u679c\u5c0f\u4e8e0\u5219\u8fd4\u56de\u9650\u6d41\uff0c\u540c\u65f6\u8bbe\u7f6e\u9650\u6d41\u60e9\u7f5a\uff0c\u5982\u679c\u5927\u4e8e\u7b49\u4e8e0\u5219\u8fdb\u5165\u4e0b\u4e00\u6b65\u3002<\/p>\n
5\u3001\u66f4\u65b0\u6876\u4e2d\u7684\u4ee4\u724c\u6570\u5230Redis\u3002<\/p>\n
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\u5173\u4e8eFireflySoft.RateLimit<\/h3>\n
FireflySoft.RateLimit \u662f\u4e00\u4e2a\u57fa\u4e8e .NET Standard \u7684\u9650\u6d41\u7c7b\u5e93\uff0c\u5176\u5185\u6838\u7b80\u5355\u8f7b\u5de7\uff0c\u80fd\u591f\u7075\u6d3b\u5e94\u5bf9\u5404\u79cd\u9700\u6c42\u7684\u9650\u6d41\u573a\u666f\u3002<\/p>\n
\u5176\u4e3b\u8981\u7279\u70b9\u5305\u62ec\uff1a<\/p>\n
    \n
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