{"id":3636,"date":"2025-04-20T20:20:35","date_gmt":"2025-04-20T12:20:35","guid":{"rendered":"https:\/\/www.laixuexila.com\/?p=3636"},"modified":"2025-04-25T22:49:21","modified_gmt":"2025-04-25T14:49:21","slug":"redis-%e7%bb%8f%e5%85%b8%e9%9d%a2%e8%af%95%e7%9c%9f%e9%a2%98%e7%ad%94%e9%a2%98%e6%a8%a1%e6%9d%bf%e6%b8%85%e5%8d%95","status":"publish","type":"post","link":"https:\/\/www.laixuexila.com\/index.php\/2025\/04\/20\/redis-%e7%bb%8f%e5%85%b8%e9%9d%a2%e8%af%95%e7%9c%9f%e9%a2%98%e7%ad%94%e9%a2%98%e6%a8%a1%e6%9d%bf%e6%b8%85%e5%8d%95\/","title":{"rendered":"Redis \u7ecf\u5178\u9762\u8bd5\u771f\u9898\u7b54\u9898\u6a21\u677f\u6e05\u5355"},"content":{"rendered":"\n

\u4e0b\u9762\u5217\u51fa\u7684\u8fd9\u4e9b\u95ee\u9898\u662f\u9ad8\u9891 Redis \u9762\u8bd5\u771f\u9898<\/strong>\uff0c\u6db5\u76d6\u4e86\u6027\u80fd\u673a\u5236\u3001\u5b9e\u6218\u5e94\u7528\u3001\u8bbe\u8ba1\u539f\u7406\u7b49\u591a\u4e2a\u7ef4\u5ea6\uff0c\u5e76\u4e14\u6bcf\u4e2a\u95ee\u9898\u90fd\u914d\u6709\u6807\u51c6\u7b54\u6cd5 + \u9879\u76ee\u573a\u666f + \u52a0\u5206\u70b9<\/strong>\uff0c\u4f60\u53ef\u4ee5\u7075\u6d3b\u8fd0\u7528\u4e8e\u9762\u8bd5\u7b54\u9898\uff0c\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5907\u8003\u590d\u4e60\u3002<\/p>\n\n\n\n

\n\n\n\n

1. Redis \u662f\u7ebf\u7a0b\u5b89\u5168\u7684\u5417\uff1f<\/h3>\n\n\n\n

\u6807\u51c6\u56de\u7b54\uff1a<\/strong>
\u662f\u7684\uff0cRedis \u662f\u7ebf\u7a0b\u5b89\u5168\u7684\u3002\u5b83\u91c7\u7528\u5355\u7ebf\u7a0b\u6a21\u578b<\/strong>\u6765\u5904\u7406\u5ba2\u6237\u7aef\u8bf7\u6c42\uff0c\u4fdd\u8bc1\u6bcf\u6b21\u53ea\u6709\u4e00\u4e2a\u547d\u4ee4\u5728\u6267\u884c\uff0c\u4ece\u800c\u907f\u514d\u5e76\u53d1\u7ade\u4e89\u95ee\u9898\u3002<\/p>\n\n\n\n

\u539f\u7406\uff1a<\/strong><\/p>\n\n\n\n

    \n
  • Redis \u4f7f\u7528 epoll<\/code> + \u5355\u7ebf\u7a0b\u5904\u7406\u8bf7\u6c42\uff1b<\/li>\n\n\n\n
  • \u4e0d\u9700\u8981\u52a0\u9501\uff0c\u6267\u884c\u5feb\uff0c\u907f\u514d\u7ebf\u7a0b\u5207\u6362\u5f00\u9500\uff1b<\/li>\n\n\n\n
  • \u5bf9\u4e8e\u7f51\u7edc IO \u548c\u4e8b\u4ef6\u76d1\u542c\uff0cRedis 6 \u540e\u5f15\u5165\u4e86\u591a\u7ebf\u7a0b IO \u6a21\u578b<\/strong>\uff0c\u4f46\u6838\u5fc3\u547d\u4ee4\u4ecd\u7531\u5355\u7ebf\u7a0b\u6267\u884c\u3002<\/li>\n<\/ul>\n\n\n\n

    \u52a0\u5206\u70b9\uff1a<\/strong><\/p>\n\n\n\n

    \n

    \u5728\u9879\u76ee\u4e2d\uff0cRedis \u7684\u5355\u7ebf\u7a0b\u53cd\u800c\u63d0\u5347\u4e86\u5e76\u53d1\u4e0b\u7684\u7a33\u5b9a\u6027\uff0c\u6211\u4eec\u901a\u8fc7\u76d1\u63a7\u6162\u67e5\u8be2\u547d\u4ee4\u907f\u514d\u963b\u585e\u6574\u4e2a\u7ebf\u7a0b\u3002<\/p>\n<\/blockquote>\n\n\n\n

    \n\n\n\n

    2. \u4e3a\u4ec0\u4e48 Redis \u4e0d\u76f4\u63a5\u4f7f\u7528\u591a\u7ebf\u7a0b\uff1f<\/h3>\n\n\n\n

    \u6807\u51c6\u56de\u7b54\uff1a<\/strong>
    Redis \u6700\u521d\u8bbe\u8ba1\u65f6\u5c31\u662f\u4e3a\u4e86\u505a\u5230\u6781\u81f4\u7684\u6027\u80fd\u3001\u7b80\u6d01\u548c\u53ef\u63a7\u3002\u4f7f\u7528\u5355\u7ebf\u7a0b\u53ef\u4ee5\u907f\u514d\u52a0\u9501\u3001\u7ebf\u7a0b\u5207\u6362\u7b49\u7cfb\u7edf\u5f00\u9500\uff0c\u540c\u65f6\u7531\u4e8e Redis \u64cd\u4f5c\u5927\u591a\u662f\u5185\u5b58\u7ea7\u522b\u7684\uff0c\u5355\u7ebf\u7a0b\u5c31\u80fd\u8fbe\u5230\u767e\u4e07\u7ea7 QPS\u3002<\/p>\n\n\n\n

    \u8865\u5145\uff08Redis 6+\uff09\uff1a<\/strong><\/p>\n\n\n\n

    \n

    Redis \u4ece 6.0 \u5f00\u59cb\u652f\u6301\u4e86\u7f51\u7edc IO \u7684\u591a\u7ebf\u7a0b\u5904\u7406<\/strong>\uff08\u5982\u8bfb\u5199\u3001\u89e3\u6790\uff09\uff0c\u4f46\u6838\u5fc3\u547d\u4ee4\u6267\u884c\u4ecd\u662f\u5355\u7ebf\u7a0b\uff0c\u8fd9\u79cd\u6298\u4e2d\u65b9\u6848\u517c\u987e\u4e86\u5e76\u53d1\u4e0e\u5b89\u5168\u6027\u3002<\/p>\n<\/blockquote>\n\n\n\n

    \n\n\n\n

    3. Redis \u5982\u4f55\u5b9e\u73b0\u5206\u5e03\u5f0f\u9501\uff1f\u6709\u4ec0\u4e48\u5751\uff1f<\/h3>\n\n\n\n

    \u7b54\u9898\u6a21\u677f\uff1a<\/strong><\/p>\n\n\n\n

    SET key value NX EX 10<\/code><\/pre>\n\n\n\n
      \n
    • \u4f7f\u7528 SET NX EX<\/code> \u547d\u4ee4\u539f\u5b50\u6027\u5730\u83b7\u53d6\u9501\uff1b<\/li>\n\n\n\n
    • \u91ca\u653e\u9501\u4f7f\u7528 Lua \u811a\u672c\uff0c\u9632\u6b62\u8bef\u5220\u522b\u4eba\u9501\uff1b<\/li>\n\n\n\n
    • \u4e1a\u52a1\u6267\u884c\u5b8c\u7acb\u5373\u91ca\u653e\uff0c\u907f\u514d\u6b7b\u9501\uff1b<\/li>\n\n\n\n
    • \u9632\u6b62\u9501\u7eed\u671f\u5931\u8d25\u53ef\u7528 RedLock \u65b9\u6848\u3002<\/li>\n<\/ul>\n\n\n\n
      \u9879\u76ee\u4e2d\u8e29\u8fc7\u7684\u5751\uff1a<\/strong><\/p>\n\n\n\n
        \n
      • \u9501\u8fc7\u671f\u65f6\u95f4\u592a\u77ed\u5bfc\u81f4\u4e1a\u52a1\u672a\u5b8c\u6210\u9501\u88ab\u81ea\u52a8\u91ca\u653e\uff1b<\/li>\n\n\n\n
      • \u5fd8\u8bb0\u6821\u9a8c value\uff0c\u8bef\u5220\u5176\u4ed6\u7ebf\u7a0b\u7684\u9501\uff1b<\/li>\n\n\n\n
      • \u4e3b\u4ece\u540c\u6b65\u5ef6\u8fdf\uff0c\u9501\u201c\u5047\u91ca\u653e\u201d\u95ee\u9898\uff08RedLock \u9488\u5bf9\u8fd9\u4e2a\uff09<\/li>\n<\/ul>\n\n\n\n
        \n\n\n\n
        4. Redis \u652f\u6301\u4e8b\u52a1\u5417\uff1f\u6709\u4ec0\u4e48\u673a\u5236\uff1f<\/h3>\n\n\n\n
        \u6807\u51c6\u56de\u7b54\uff1a<\/strong><\/p>\n\n\n\n
        \u662f\u7684\uff0cRedis \u652f\u6301\u4e8b\u52a1\uff0c\u4f7f\u7528\u547d\u4ee4\uff1aMULTI \u2192 \u547d\u4ee4\u5217\u8868 \u2192 EXEC<\/code>\u3002<\/p>\n\n\n\n
        \u673a\u5236\u7279\u70b9\uff1a<\/strong><\/p>\n\n\n\n
          \n
        • \u4e8b\u52a1\u662f\u547d\u4ee4\u7684\u6279\u91cf\u6267\u884c<\/strong>\uff0c\u4e0d\u662f\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7684 ACID\uff1b<\/li>\n\n\n\n
        • \u4e0d\u652f\u6301\u56de\u6eda\u673a\u5236\uff0c\u6267\u884c\u5931\u8d25\u4e0d\u4f1a\u81ea\u52a8\u56de\u6eda\uff1b<\/li>\n\n\n\n
        • \u652f\u6301 WATCH<\/code> \u76d1\u542c\u4e50\u89c2\u9501\u673a\u5236\uff1b<\/li>\n<\/ul>\n\n\n\n
          \u9879\u76ee\u4f7f\u7528\u573a\u666f\u4e3e\u4f8b\uff1a<\/strong><\/p>\n\n\n\n
          \n
          \u591a\u6b65\u66f4\u65b0\u7f13\u5b58\u65f6\uff0c\u6211\u4eec\u4f1a\u7528 WATCH<\/code> \u4fdd\u8bc1 key \u4e0d\u88ab\u5176\u4ed6\u7ebf\u7a0b\u5e76\u53d1\u4fee\u6539\uff0c\u914d\u5408\u4e8b\u52a1\u6267\u884c\u66f4\u65b0\u64cd\u4f5c\u3002<\/p>\n<\/blockquote>\n\n\n\n
          \n\n\n\n
          5. Redis \u7684\u6dd8\u6c70\u7b56\u7565\u6709\u54ea\u4e9b\uff1f<\/h3>\n\n\n\n
          \u4e3b\u8981\u7b56\u7565\uff1a<\/strong><\/p>\n\n\n\n
          \u7b56\u7565<\/th>\u63cf\u8ff0<\/th><\/tr><\/thead>
          noeviction<\/td>\u8fbe\u5230 maxmemory \u540e\u62d2\u7edd\u5199\u5165<\/td><\/tr>
          allkeys-lru<\/td>\u6240\u6709 key \u6309\u8bbf\u95ee\u65f6\u95f4\u6dd8\u6c70\u6700\u8fd1\u6700\u5c11\u4f7f\u7528<\/td><\/tr>
          volatile-lru<\/td>\u53ea\u6dd8\u6c70\u8bbe\u7f6e\u4e86 TTL \u7684 key<\/td><\/tr>
          allkeys-random<\/td>\u6240\u6709 key \u4e2d\u968f\u673a\u6dd8\u6c70<\/td><\/tr>
          volatile-ttl<\/td>TTL \u6700\u5c0f\u7684\u5148\u6dd8\u6c70<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
          \u9879\u76ee\u4e2d\u5e94\u7528\uff1a<\/strong><\/p>\n\n\n\n
          \n
          \u6211\u4eec\u4f7f\u7528 allkeys-lru<\/code> \u6765\u6dd8\u6c70\u70ed\u70b9\u7f13\u5b58\u6570\u636e\uff0c\u540c\u65f6\u7528 Prometheus + \u544a\u8b66\u9608\u503c\u76d1\u63a7\u547d\u4e2d\u7387\u3002<\/p>\n<\/blockquote>\n\n\n\n
          \n\n\n\n
          6. Redis \u4f7f\u7528\u8fc7\u54ea\u4e9b\u9ad8\u7ea7\u6570\u636e\u7ed3\u6784\uff1f<\/h3>\n\n\n\n
          \u9879\u76ee\u7b54\u6cd5\uff08\u4e3e\u4f8b\uff09\uff1a<\/strong><\/p>\n\n\n\n
          \u6570\u636e\u7ed3\u6784<\/th>\u573a\u666f<\/th><\/tr><\/thead>
          Bitmap<\/td>\u7528\u6237\u7b7e\u5230\u8bb0\u5f55\uff08\u6309\u4f4d\u8868\u793a\u6bcf\u5929\u7b7e\u5230\uff09<\/td><\/tr>
          HyperLogLog<\/td>\u7cbe\u786e\u5ea6\u4e0d\u9ad8\u4f46\u8282\u7701\u5185\u5b58\u7684 UV \u53bb\u91cd<\/td><\/tr>
          ZSet<\/td>\u5b9e\u73b0\u6392\u884c\u699c\u3001\u4efb\u52a1\u8c03\u5ea6<\/td><\/tr>
          GEO<\/td>\u9644\u8fd1\u5546\u6237\u3001LBS \u5b9a\u4f4d\u529f\u80fd<\/td><\/tr>
          Stream<\/td>\u5f02\u6b65\u6d88\u606f\u6d41\uff0c\u66ff\u4ee3 List \u7684\u7b80\u6613\u6d88\u606f\u961f\u5217<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
          \n\n\n\n
          7. \u4e3a\u4ec0\u4e48\u8981\u4f7f\u7528\u5e03\u9686\u8fc7\u6ee4\u5668\uff1f\u7528\u5728\u4ec0\u4e48\u573a\u666f\uff1f<\/h3>\n\n\n\n
          \u6807\u51c6\u56de\u7b54\uff1a<\/strong>
          \u5e03\u9686\u8fc7\u6ee4\u5668\u662f\u4e00\u79cd\u7a7a\u95f4\u6548\u7387\u975e\u5e38\u9ad8\u7684\u6570\u636e\u7ed3\u6784\uff0c\u7528\u4e8e\u5224\u65ad\u4e00\u4e2a\u5143\u7d20\u662f\u5426\u53ef\u80fd\u5b58\u5728<\/strong>\u4e8e\u96c6\u5408\u4e2d\uff0c\u53ef\u80fd\u5b58\u5728 \/ \u4e00\u5b9a\u4e0d\u5b58\u5728<\/strong>\u3002<\/p>\n\n\n\n
          \u4f7f\u7528\u539f\u56e0\uff1a<\/strong><\/p>\n\n\n\n
            \n
          • \u9ad8\u6548\u8282\u7701\u5185\u5b58\uff1b<\/li>\n\n\n\n
          • \u51cf\u5c11\u8bf7\u6c42\u7a7f\u900f\u5230\u6570\u636e\u5e93\u6216\u7f13\u5b58\uff1b<\/li>\n<\/ul>\n\n\n\n
            \u4f7f\u7528\u573a\u666f\u4e3e\u4f8b\uff1a<\/strong><\/p>\n\n\n\n
            \n
            \u6211\u4eec\u5728\u5185\u5bb9\u670d\u52a1\u4e2d\uff0c\u7528\u5e03\u9686\u8fc7\u6ee4\u5668\u62e6\u622a\u975e\u6cd5\u6587\u7ae0 ID \u7684\u8bf7\u6c42\uff0c\u9632\u6b62\u7a7f\u900f\u8bbf\u95ee\u6570\u636e\u5e93\u3002<\/p>\n<\/blockquote>\n\n\n\n
            \n\n\n\n
            8. \u4f7f\u7528 Redis \u9047\u5230\u8fc7\u4ec0\u4e48\u95ee\u9898\uff1f\u600e\u4e48\u89e3\u51b3\u7684\uff1f<\/h3>\n\n\n\n
            \u7b54\u9898\u5efa\u8bae\uff1a\u4e00\u95ee\u4e00\u7b54 + \u95ee\u9898\u89e3\u51b3 + \u6539\u8fdb\u63aa\u65bd<\/strong><\/p>\n\n\n\n
            \u9047\u5230\u7684\u95ee\u9898<\/th>\u89e3\u51b3\u65b9\u5f0f<\/th>\u6539\u8fdb<\/th><\/tr><\/thead>
            \u70ed key \u9ad8\u9891\u66f4\u65b0\u5bfc\u81f4 CPU \u98d9\u9ad8<\/td>\u8bbe\u7f6e\u4e92\u65a5\u9501 + \u5f02\u6b65\u5237\u65b0\u673a\u5236<\/td>\u589e\u52a0\u8fc7\u671f\u968f\u673a TTL\u3001\u7f13\u5b58\u9884\u70ed<\/td><\/tr>
            \u7f13\u5b58\u7a7f\u900f\u5927\u91cf\u8bf7\u6c42\u6253\u7a7f<\/td>\u5e03\u9686\u8fc7\u6ee4\u5668 \/ \u7f13\u5b58\u7a7a\u5bf9\u8c61<\/td>\u7edf\u4e00\u5c01\u88c5\u7f13\u5b58\u8bbf\u95ee\u5c42<\/td><\/tr>
            Redis \u91cd\u542f\u4e22\u6570\u636e<\/td>\u4f7f\u7528 AOF everysec \u6a21\u5f0f<\/td>\u642d\u914d\u6301\u4e45\u5316 RDB+\u5907\u4efd<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
            \n\n\n\n
            9. Redis \u5982\u4f55\u5b9e\u73b0\u5ef6\u8fdf\u4efb\u52a1\u961f\u5217\uff1f<\/h3>\n\n\n\n
            \u65b9\u5f0f 1\uff1a\u4f7f\u7528 ZSet + \u65f6\u95f4\u6233\u6392\u5e8f<\/strong><\/p>\n\n\n\n
            ZADD delay_queue timestamp task_id\nZRANGEBYSCORE delay_queue 0 now<\/code><\/pre>\n\n\n\n
              \n
            • ZSet \u4e2d\u7684 score \u4e3a\u4efb\u52a1\u89e6\u53d1\u65f6\u95f4\uff1b<\/li>\n\n\n\n
            • \u540e\u53f0\u5b9a\u65f6\u7ebf\u7a0b\u8f6e\u8be2\u53d6\u51fa\u5230\u671f\u4efb\u52a1\u6267\u884c\uff1b<\/li>\n\n\n\n
            • \u6267\u884c\u540e\u4ece ZSet \u5220\u9664\uff1b<\/li>\n<\/ul>\n\n\n\n
              \u65b9\u5f0f 2\uff1aRedis Stream\uff08\u66f4\u73b0\u4ee3\uff09<\/strong><\/p>\n\n\n\n
                \n
              • \u4f7f\u7528 XADD<\/code> \u6dfb\u52a0\u4efb\u52a1\uff0c\u5e26\u65f6\u95f4\u6807\u7b7e\uff1b<\/li>\n\n\n\n
              • \u4f7f\u7528\u6d88\u8d39\u8005\u7ec4\u76d1\u542c\uff1b<\/li>\n\n\n\n
              • \u4fdd\u8bc1\u6d88\u606f\u987a\u5e8f\u3001\u6d88\u8d39\u72b6\u6001\u8ddf\u8e2a\uff1b<\/li>\n<\/ul>\n\n\n\n
                \u9879\u76ee\u5b9e\u8df5\uff1a<\/strong><\/p>\n\n\n\n
                \n
                \u6211\u4eec\u5728\u8ba2\u5355\u7cfb\u7edf\u4e2d\uff0c\u4f7f\u7528 Redis \u5ef6\u8fdf\u961f\u5217\u63a7\u5236 30 \u5206\u949f\u672a\u652f\u4ed8\u8ba2\u5355\u8d85\u65f6\u5173\u95ed\u3002<\/p>\n<\/blockquote>\n\n\n\n
                \n\n\n\n
                \u2728 Bonus\uff1a\u7b54\u9898\u6280\u5de7\u5c0f\u8d34\u58eb<\/h2>\n\n\n\n
                \u6280\u5de7<\/th>\u8bf4\u660e<\/th><\/tr><\/thead>
                \u5f3a\u8c03\u201c\u7ed3\u5408\u9879\u76ee\u7ecf\u9a8c\u201d<\/td>\u9762\u8bd5\u5b98\u66f4\u559c\u6b22\u771f\u5b9e\u4e1a\u52a1\u573a\u666f\u7684\u8fd0\u7528<\/td><\/tr>
                \u56de\u7b54\u540e\u4e3b\u52a8\u201c\u8865\u5145\u4e00\u70b9\u201d<\/td>\u589e\u5f3a\u4e3b\u52a8\u6027\u548c\u4e13\u4e1a\u5ea6<\/td><\/tr>
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