{"id":202,"date":"2024-11-08T16:43:36","date_gmt":"2024-11-08T08:43:36","guid":{"rendered":"https:\/\/zhoujibin.com\/?p=202"},"modified":"2025-03-06T11:04:44","modified_gmt":"2025-03-06T03:04:44","slug":"redis%e5%ae%9e%e7%8e%b0%e5%88%86%e5%b8%83%e5%bc%8f%e9%94%81","status":"publish","type":"post","link":"https:\/\/zhoujibin.com\/?p=202","title":{"rendered":"Redis\u5b9e\u73b0\u5206\u5e03\u5f0f\u9501"},"content":{"rendered":"\n

\u4ec0\u4e48\u662f\u5206\u5e03\u5f0f\u9501<\/h1>\n\n\n\n
\u5206\u5e03\u5f0f\u9501\u662f\u4e00\u79cd\u7528\u4e8e\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u534f\u8c03\u591a\u4e2a\u5ba2\u6237\u7aef\u5bf9\u5171\u4eab\u8d44\u6e90\u7684\u8bbf\u95ee\u7684\u540c\u6b65\u673a\u5236\u3002\u76ee\u6807\u662f\u786e\u4fdd\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\uff0c\u540c\u4e00\u65f6\u95f4\u53ea\u6709\u4e00\u4e2a\u5ba2\u6237\u7aef\u80fd\u591f\u8bbf\u95ee\u6216\u4fee\u6539\u67d0\u4e2a\u5171\u4eab\u8d44\u6e90\uff0c\u4ece\u800c\u907f\u514d\u6570\u636e\u4e0d\u4e00\u81f4\u6216\u51b2\u7a81\u3002<\/code><\/pre>\n\n\n\n
\u5206\u5e03\u5f0f\u9501\u7684\u4f7f\u7528\u573a\u666f<\/h1>\n\n\n\n
    \n
  1. \u8d44\u6e90\u5206\u914d<\/strong>\uff1a\u786e\u4fdd\u5171\u4eab\u8d44\u6e90\uff08\u5982\u6570\u636e\u5e93\u8fde\u63a5\u3001\u7ebf\u7a0b\u6c60\uff09\u5728\u5206\u914d\u65f6\u4e0d\u4f1a\u88ab\u591a\u4e2a\u5ba2\u6237\u7aef\u540c\u65f6\u5360\u7528\u3002<\/li>\n\n\n\n
  2. \u6570\u636e\u540c\u6b65<\/strong>\uff1a\u4fdd\u8bc1\u591a\u4e2a\u5ba2\u6237\u7aef\u5728\u8bbf\u95ee\u6216\u4fee\u6539\u540c\u4e00\u6570\u636e\u9879\u65f6\u7684\u4e00\u81f4\u6027\u548c\u6b63\u786e\u6027\u3002<\/li>\n\n\n\n
  3. \u4e8b\u52a1\u63a7\u5236<\/strong>\uff1a\u534f\u8c03\u8de8\u591a\u4e2a\u670d\u52a1\u6216\u6570\u636e\u5e93\u7684\u64cd\u4f5c\uff0c\u786e\u4fdd\u4e8b\u52a1\u7684\u539f\u5b50\u6027\u548c\u4e00\u81f4\u6027\u3002<\/li>\n\n\n\n
  4. \u4efb\u52a1\u8c03\u5ea6<\/strong>\uff1a\u907f\u514d\u4efb\u52a1\u91cd\u590d\u6267\u884c\u6216\u9057\u6f0f\u6267\u884c\uff0c\u786e\u4fdd\u4efb\u52a1\u6309\u9884\u671f\u987a\u5e8f\u6267\u884c\u3002<\/li>\n\n\n\n
  5. \u9ad8\u5e76\u53d1\u63a7\u5236<\/strong>\uff1a\u5728\u62a2\u8d2d\u3001\u79d2\u6740\u7b49\u9ad8\u5e76\u53d1\u573a\u666f\u4e2d\uff0c\u786e\u4fdd\u5546\u54c1\u4e0d\u88ab\u8d85\u5356\uff0c\u5e93\u5b58\u4fdd\u6301\u4e00\u81f4\u3002<\/li>\n\n\n\n
  6. \u907f\u514d\u91cd\u590d\u64cd\u4f5c<\/strong>\uff1a\u9632\u6b62\u591a\u4e2a\u5ba2\u6237\u7aef\u91cd\u590d\u6267\u884c\u540c\u4e00\u64cd\u4f5c\uff0c\u5982\u91cd\u590d\u53d1\u9001\u63d0\u9192\u4fe1\u606f\u3002<\/li>\n<\/ol>\n\n\n\n
    demo\u6d4b\u8bd5<\/h1>\n\n\n\n
    redis\u5b9e\u73b0\u5206\u5e03\u5f0f\u9501<\/h2>\n\n\n\n
    \u5f15\u5165\u4f9d\u8d56<\/h3>\n\n\n\n
    <!-- \u96c6\u6210web\u4f9d\u8d56  -->\n<dependency>\n    <groupId>org.springframework.boot<\/groupId>\n    <artifactId>spring-boot-starter-web<\/artifactId>\n<\/dependency>        \n<!-- \u96c6\u6210redis\u4f9d\u8d56  -->\n<dependency>\n    <groupId>org.redisson<\/groupId>\n    <artifactId>redisson-spring-boot-starter<\/artifactId>\n    <version>3.10.6<\/version>\n<\/dependency><\/code><\/pre>\n\n\n\n
    \u8bbe\u7f6e\u914d\u7f6e\u4fe1\u606f<\/h3>\n\n\n\n
    @Configuration\npublic class RedissonConfig {\n    @Bean\n    public RedissonClient redissonClient() {\n        Config config = new Config();\n        \/\/ \u6b64\u5904\u4f7f\u7528\u7684\u662f\u5355\u673a\u7248\u672c\u7684redis\n        config.useSingleServer()\n            \/\/ \u6839\u636e\u5b9e\u9645\u60c5\u51b5\u8c03\u6574\n                .setAddress(\"redis:\/\/localhost:6379\")\n                .setPassword(\"123456\");\n        return Redisson.create(config);\n    }\n}<\/code><\/pre>\n\n\n\n
    \u7f16\u5199\u6d4b\u8bd5\u6848\u4f8b<\/h3>\n\n\n\n
    \u6a21\u62df\u573a\u666f<\/h4>\n\n\n\n
    500\u4eba\u62a210\u5f20\u7968<\/code><\/pre>\n\n\n\n
    \u4f7f\u7528jmeter\u6a21\u62df\u7528\u6237\u8bf7\u6c42\u3002<\/p>\n\n\n\n
    jmeter\u4e0b\u8f7d\u5730\u5740<\/a><\/p>\n\n\n\n
    jmeter\u57fa\u7840\u4f7f\u7528<\/a><\/p>\n\n\n\n
    \u65e0\u9501<\/h4>\n\n\n\n
    \u6d4b\u8bd5\u4ee3\u7801<\/h5>\n\n\n\n
        \/**\n     * \u6a21\u62df\u7684\u603b\u7968\u6570\n     **\/\n    int ticketCount = 10;\n\n    @Resource\n    private RedissonClient redissonClient;\n\n    @GetMapping(\"\/buyTicketWithoutLock\")\n    public String buyTicketWithoutLock() {\n        String msg;\n        \/\/ \u4e1a\u52a1\u5904\u7406\n        if (ticketCount > 0) {\n            msg = Thread.currentThread().getName() + \"\u62a2\u5230\u4e86\u7b2c\" + ticketCount + \"\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a\" + --ticketCount;\n        } else {\n            msg = \"\u7968\u5df2\u552e\u7f44\";\n        }\n        System.out.println(msg);\n        return msg;\n    }<\/code><\/pre>\n\n\n\n
    \u6d4b\u8bd5\u7ed3\u679c<\/h5>\n\n\n\n
    \u51fa\u73b0\u8d85\u5356\u73b0\u8c61<\/p>\n\n\n\n
    http-nio-8080-exec-5\u62a2\u5230\u4e86\u7b2c2\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a1\nhttp-nio-8080-exec-33\u62a2\u5230\u4e86\u7b2c1\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a0\n\u7968\u5df2\u552e\u7f44\n\u7968\u5df2\u552e\u7f44\nhttp-nio-8080-exec-25\u62a2\u5230\u4e86\u7b2c-1\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a-2\nhttp-nio-8080-exec-19\u62a2\u5230\u4e86\u7b2c-3\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a-4\nhttp-nio-8080-exec-45\u62a2\u5230\u4e86\u7b2c-2\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a-3\n\u7968\u5df2\u552e\u7f44\nhttp-nio-8080-exec-49\u62a2\u5230\u4e86\u7b2c0\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a-1\n...<\/code><\/pre>\n\n\n\n
    \u6709\u9501<\/h4>\n\n\n\n
    \u6d4b\u8bd5\u4ee3\u7801<\/h5>\n\n\n\n
        @GetMapping(\"\/buyTicketWithLock\")\n    public String buyTicketWithLock() {\n        \/\/ \u8bbe\u7f6e\u9501\u7684\u540d\u79f0\uff0c\u53ef\u5b9e\u9645\u60c5\u51b5\u8c03\u6574\uff0c\u4e00\u822c\u4e3a\u56fa\u5b9a\u524d\u7f00+\u552f\u4e00\u6807\u8bc6\n        RLock lock = redissonClient.getLock(\"ticketLock\");\n        lock.lock();\n        String msg;\n        try {\n            \/\/ \u4e1a\u52a1\u5904\u7406\n            if (ticketCount > 0) {\n                msg = Thread.currentThread().getName() + \"\u62a2\u5230\u4e86\u7b2c\" + ticketCount + \"\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a\" + --ticketCount;\n            } else {\n                msg = \"\u7968\u5df2\u552e\u7f44\";\n            }\n        } finally {\n            lock.unlock();\n        }\n        System.out.println(msg);\n        return msg;\n    }<\/code><\/pre>\n\n\n\n
    \u6d4b\u8bd5\u7ed3\u679c<\/h5>\n\n\n\n
    \u5269\u4f59\u7968\u6570\u4e3a0\u540e\u540e\u7eed\u8bf7\u6c42\u90fd\u63d0\u793a\u201d\u7968\u5df2\u552e\u7f44\u201c<\/p>\n\n\n\n
    http-nio-8080-exec-3\u62a2\u5230\u4e86\u7b2c9\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a8\nhttp-nio-8080-exec-4\u62a2\u5230\u4e86\u7b2c7\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a6\nhttp-nio-8080-exec-1\u62a2\u5230\u4e86\u7b2c8\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a7\nhttp-nio-8080-exec-5\u62a2\u5230\u4e86\u7b2c10\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a9\nhttp-nio-8080-exec-7\u62a2\u5230\u4e86\u7b2c6\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a5\nhttp-nio-8080-exec-6\u62a2\u5230\u4e86\u7b2c5\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a4\nhttp-nio-8080-exec-8\u62a2\u5230\u4e86\u7b2c3\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a2\nhttp-nio-8080-exec-5\u62a2\u5230\u4e86\u7b2c4\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a3\nhttp-nio-8080-exec-9\u62a2\u5230\u4e86\u7b2c1\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a0\nhttp-nio-8080-exec-2\u62a2\u5230\u4e86\u7b2c2\u5f20\u7968\uff0c\u5269\u4f59\u7968\u6570\uff1a1\n\u7968\u5df2\u552e\u7f44\n\u7968\u5df2\u552e\u7f44\n...<\/code><\/pre>\n\n\n\n
    \u53c2\u8003\u94fe\u63a5<\/h3>\n\n\n\n
    SpringBoot\u4e4b\u4f7f\u7528Redisson\u5b9e\u73b0\u5206\u5e03\u5f0f\u9501<\/a><\/p>\n\n\n\n
    Redission\u5b9e\u73b0\u5206\u5e03\u5f0f\u9501\u5b8c\u7f8e\u65b9\u6848<\/a><\/p>\n\n\n\n
    \u5e38\u89c1\u95ee\u9898\u53ca\u89e3\u51b3\u65b9\u6848<\/h1>\n\n\n\n
    \u5982\u4f55\u4fdd\u8bc1\u9501\u7684\u552f\u4e00\u6027<\/h2>\n\n\n\n
      \n
    • \u95ee\u9898\u63cf\u8ff0<\/strong>\uff1a\u5206\u5e03\u5f0f\u9501\u9700\u8981\u786e\u4fdd\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e0b\uff0c\u540c\u4e00\u8d44\u6e90\u53ea\u80fd\u88ab\u4e00\u4e2a\u8fdb\u7a0b\u6216\u7ebf\u7a0b\u8bbf\u95ee\u548c\u64cd\u4f5c\u3002\u5982\u679c\u9501\u4e0d\u5177\u5907\u552f\u4e00\u6027\uff0c\u5c31\u53ef\u80fd\u5bfc\u81f4\u591a\u4e2a\u8fdb\u7a0b\u6216\u7ebf\u7a0b\u540c\u65f6\u8bbf\u95ee\u548c\u64cd\u4f5c\u540c\u4e00\u8d44\u6e90\uff0c\u4ece\u800c\u5f15\u53d1\u6570\u636e\u5b89\u5168\u95ee\u9898\u3002<\/li>\n\n\n\n
    • \u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u4f7f\u7528Redis\u7684SETNX<\/code>\uff08Set if Not Exist\uff09\u547d\u4ee4\uff0c\u8be5\u547d\u4ee4\u53ea\u80fd\u88ab\u4e00\u4e2a\u5ba2\u6237\u7aef\u5360\u5751\uff0c\u5982\u679cRedis\u5b9e\u4f8b\u5b58\u5728\u552f\u4e00\u952e\uff08key\uff09\uff0c\u5219\u65e0\u6cd5\u518d\u5728\u8be5\u952e\u4e0a\u8bbe\u7f6e\u503c\u3002<\/li>\n<\/ul>\n\n\n\n
      \u5982\u4f55\u907f\u514d\u9501\u7684\u8d85\u65f6\u4e0e\u6b7b\u9501<\/h2>\n\n\n\n
        \n
      • \u95ee\u9898\u63cf\u8ff0<\/strong>\uff1a\u5982\u679c\u5206\u5e03\u5f0f\u9501\u6ca1\u6709\u8bbe\u7f6e\u8d85\u65f6\u65f6\u95f4\uff0c\u4e00\u65e6\u6301\u6709\u9501\u7684\u5ba2\u6237\u7aef\u51fa\u73b0\u5f02\u5e38\u6216\u5d29\u6e83\uff0c\u9501\u5c31\u53ef\u80fd\u65e0\u6cd5\u88ab\u91ca\u653e\uff0c\u5bfc\u81f4\u5176\u4ed6\u5ba2\u6237\u7aef\u65e0\u6cd5\u83b7\u53d6\u9501\uff0c\u5f62\u6210\u6b7b\u9501\u3002<\/li>\n\n\n\n
      • \u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5728\u52a0\u9501\u7684\u540c\u65f6\u8bbe\u7f6e\u8d85\u65f6\u65f6\u95f4\uff0c\u4f7f\u7528Redis\u7684EXPIRE<\/code>\u547d\u4ee4\u6216SET<\/code>\u547d\u4ee4\u7684EX<\/code>\u9009\u9879\u6765\u8bbe\u7f6e\u9501\u7684\u8fc7\u671f\u65f6\u95f4\u3002<\/li>\n<\/ul>\n\n\n\n
        \u5982\u4f55\u4fdd\u8bc1\u9501\u7684\u521b\u5efa\u4e0e\u8d85\u65f6\u8bbe\u7f6e\u7684\u539f\u5b50\u6027<\/h2>\n\n\n\n
          \n
        • \u95ee\u9898\u63cf\u8ff0<\/strong>\uff1a\u5982\u679c\u9501\u7684\u521b\u5efa\u548c\u8d85\u65f6\u65f6\u95f4\u7684\u8bbe\u7f6e\u4e0d\u662f\u539f\u5b50\u6027\u7684\uff0c\u5c31\u53ef\u80fd\u5728\u4e24\u4e2a\u64cd\u4f5c\u4e4b\u95f4\u53d1\u751f\u5ba2\u6237\u7aef\u5d29\u6e83\uff0c\u5bfc\u81f4\u9501\u65e0\u6cd5\u88ab\u91ca\u653e\u4e14\u6ca1\u6709\u8bbe\u7f6e\u8d85\u65f6\u65f6\u95f4\uff0c\u4ece\u800c\u5f15\u53d1\u6b7b\u9501\u3002<\/li>\n\n\n\n
        • \u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u4f7f\u7528Redis\u7684SET<\/code>\u547d\u4ee4\u7684NX<\/code>\u548cEX<\/code>\u9009\u9879\u6765\u4e00\u6b21\u6027\u5b8c\u6210\u9501\u7684\u521b\u5efa\u548c\u8d85\u65f6\u65f6\u95f4\u7684\u8bbe\u7f6e\uff0c\u786e\u4fdd\u8fd9\u4e24\u4e2a\u64cd\u4f5c\u7684\u539f\u5b50\u6027\u3002<\/li>\n<\/ul>\n\n\n\n
          \u9501\u5230\u671f\u540e\u5982\u4f55\u7eed\u671f<\/h2>\n\n\n\n
            \n
          • \u95ee\u9898\u63cf\u8ff0<\/strong>\uff1a\u5982\u679c\u5206\u5e03\u5f0f\u9501\u7684\u8fc7\u671f\u65f6\u95f4\u8bbe\u7f6e\u5f97\u8fc7\u77ed\uff0c\u800c\u4e1a\u52a1\u903b\u8f91\u7684\u6267\u884c\u65f6\u95f4\u53c8\u8f83\u957f\uff0c\u5c31\u53ef\u80fd\u5bfc\u81f4\u5728\u4e1a\u52a1\u903b\u8f91\u5b8c\u6210\u524d\u9501\u5df2\u7ecf\u8fc7\u671f\uff0c\u4ece\u800c\u5f15\u53d1\u6570\u636e\u4e0d\u4e00\u81f4\u7684\u95ee\u9898\u3002<\/li>\n\n\n\n
          • \u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u4f7f\u7528Redis\u5ba2\u6237\u7aef\uff08\u5982Redisson\uff09\u7684\u81ea\u52a8\u7eed\u671f\u529f\u80fd\uff0c\u901a\u8fc7\u6ce8\u518c\u4e00\u4e2a\u5b9a\u65f6\u4efb\u52a1\u6765\u76d1\u542c\u9501\u7684\u72b6\u6001\uff0c\u5e76\u5728\u9501\u5373\u5c06\u8fc7\u671f\u65f6\u5bf9\u5176\u8fdb\u884c\u7eed\u671f\u3002<\/li>\n<\/ul>\n\n\n\n
            \u5982\u4f55\u907f\u514d\u91ca\u653e\u9519\u8bef\u7684\u9501<\/h2>\n\n\n\n
              \n
            • \u95ee\u9898\u63cf\u8ff0<\/strong>\uff1a\u5982\u679c\u591a\u4e2a\u5ba2\u6237\u7aef\u4f7f\u7528\u76f8\u540c\u7684\u9501\u952e\uff08key\uff09\u4f46\u4e0d\u540c\u7684\u503c\uff08value\uff09\u6765\u5c1d\u8bd5\u83b7\u53d6\u9501\uff0c\u5c31\u53ef\u80fd\u5bfc\u81f4\u4e00\u4e2a\u5ba2\u6237\u7aef\u9519\u8bef\u5730\u91ca\u653e\u4e86\u53e6\u4e00\u4e2a\u5ba2\u6237\u7aef\u6301\u6709\u7684\u9501\u3002<\/li>\n\n\n\n
            • \u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5728\u91ca\u653e\u9501\u65f6\uff0c\u9700\u8981\u786e\u4fdd\u53ea\u6709\u6301\u6709\u9501\u7684\u5ba2\u6237\u7aef\uff08\u5373\u8bbe\u7f6e\u4e86\u6b63\u786evalue\u7684\u5ba2\u6237\u7aef\uff09\u624d\u80fd\u91ca\u653e\u9501\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u5728\u91ca\u653e\u9501\u4e4b\u524d\u68c0\u67e5\u9501\u7684value\u6765\u5b9e\u73b0\u3002<\/li>\n<\/ul>\n\n\n\n
              \u96c6\u7fa4\u73af\u5883\u4e0b\u7684\u5206\u5e03\u5f0f\u9501\u95ee\u9898<\/h2>\n\n\n\n
                \n
              • \u95ee\u9898\u63cf\u8ff0<\/strong>\uff1a\u5728Redis\u96c6\u7fa4\u73af\u5883\u4e0b\uff0c\u5982\u679c\u4e3b\u8282\u70b9\u53d1\u751f\u6545\u969c\uff0c\u800c\u9501\u7684\u6570\u636e\u8fd8\u6ca1\u6709\u540c\u6b65\u5230\u4ece\u8282\u70b9\uff0c\u5c31\u53ef\u80fd\u5bfc\u81f4\u5176\u4ed6\u5ba2\u6237\u7aef\u83b7\u53d6\u5230\u76f8\u540c\u7684\u9501\uff0c\u4ece\u800c\u5f15\u53d1\u6570\u636e\u4e0d\u4e00\u81f4\u7684\u95ee\u9898\u3002<\/li>\n\n\n\n
              • \u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u4f7f\u7528Redlock\u7b97\u6cd5\u6216\u7c7b\u4f3c\u7684\u5206\u5e03\u5f0f\u9501\u7b97\u6cd5\uff0c\u8be5\u7b97\u6cd5\u901a\u8fc7\u5411\u591a\u4e2aRedis\u8282\u70b9\u8bf7\u6c42\u52a0\u9501\u6765\u786e\u4fdd\u9501\u7684\u53ef\u9760\u6027\u3002\u5f53\u8d85\u8fc7\u534a\u6570\u7684\u8282\u70b9\u6210\u529f\u52a0\u9501\u65f6\uff0c\u624d\u8ba4\u4e3a\u83b7\u53d6\u9501\u6210\u529f\u3002<\/li>\n<\/ul>\n\n\n\n
                \u603b\u7ed3<\/h2>\n\n\n\n
                  \n
                1. \u5408\u7406\u8bbe\u7f6e\u9501\u7684\u8d85\u65f6\u65f6\u95f4<\/strong>\uff1a\u6839\u636e\u4e1a\u52a1\u903b\u8f91\u7684\u6267\u884c\u65f6\u95f4\u5408\u7406\u8bbe\u7f6e\u9501\u7684\u8d85\u65f6\u65f6\u95f4\uff0c\u786e\u4fdd\u5728\u4e1a\u52a1\u903b\u8f91\u5b8c\u6210\u524d\u9501\u4e0d\u4f1a\u8fc7\u671f\u3002<\/li>\n\n\n\n
                2. \u4f18\u5316\u7f51\u7edc\u73af\u5883<\/strong>\uff1a\u786e\u4fdd\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u7684\u8282\u70b9\u4e4b\u95f4\u7684\u7f51\u7edc\u8fde\u63a5\u7a33\u5b9a\u3001\u4f4e\u5ef6\u8fdf\uff0c\u4ee5\u51cf\u5c11\u56e0\u7f51\u7edc\u95ee\u9898\u5bfc\u81f4\u7684\u9501\u5931\u6548\u6216\u7eed\u671f\u5931\u8d25\u3002<\/li>\n\n\n\n
                3. \u76d1\u63a7Redis\u8282\u70b9\u72b6\u6001<\/strong>\uff1a\u5b9a\u671f\u68c0\u67e5Redis\u8282\u70b9\u7684\u8fd0\u884c\u72b6\u6001\uff0c\u786e\u4fdd\u8282\u70b9\u7a33\u5b9a\u53ef\u7528\u3002\u5982\u679c\u53d1\u751f\u8282\u70b9\u6545\u969c\uff0c\u53ca\u65f6\u8fdb\u884c\u5904\u7406\u548c\u6062\u590d\u3002<\/li>\n\n\n\n
                4. \u5347\u7ea7\u548c\u4fee\u590d\u5ba2\u6237\u7aef\u95ee\u9898<\/strong>\uff1a\u786e\u4fdd\u4f7f\u7528\u7684Redis\u5ba2\u6237\u7aef\u7248\u672c\u662f\u6700\u65b0\u7684\uff0c\u5e76\u4e14\u5df2\u7ecf\u4fee\u590d\u4e86\u5df2\u77e5\u7684\u95ee\u9898\u3002\u5982\u679c\u5ba2\u6237\u7aef\u5b58\u5728\u5185\u5b58\u6ea2\u51fa\u3001\u7ebf\u7a0b\u963b\u585e\u7b49\u95ee\u9898\uff0c\u9700\u8981\u53ca\u65f6\u89e3\u51b3\u3002<\/li>\n<\/ol>\n\n\n\n
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