{"id":201206,"date":"2025-05-10T10:51:41","date_gmt":"2025-05-10T02:51:41","guid":{"rendered":"https:\/\/server.hk\/cnblog\/201206\/"},"modified":"2025-05-10T10:51:41","modified_gmt":"2025-05-10T02:51:41","slug":"redis%e6%89%b9%e9%87%8f%e6%93%8d%e4%bd%9cpipeline%e7%ae%a1%e9%81%93%e6%93%8d%e4%bd%9c%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/201206\/","title":{"rendered":"redis\u6279\u91cf\u64cd\u4f5cpipeline\u7ba1\u9053\u64cd\u4f5c\u65b9\u6cd5"},"content":{"rendered":"

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

redis\u6279\u91cf\u64cd\u4f5cpipeline\u7ba1\u9053\u64cd\u4f5c\u65b9\u6cd5<\/h1>\n

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

\u77e5\u8bc6\u70b9\u638c\u63e1\u4e86\uff0c\u8fd8\u9700\u8981\u4e0d\u65ad\u7ec3\u4e60\u624d\u80fd\u719f\u7ec3\u8fd0\u7528\u3002\u4e0b\u9762golang\u5b66\u4e60\u7f51\u7ed9\u5927\u5bb6\u5e26\u6765\u4e00\u4e2a\u6570\u636e\u5e93\u5f00\u53d1\u5b9e\u6218\uff0c\u624b\u628a\u624b\u6559\u5927\u5bb6\u5b66\u4e60\u300aredis\u6279\u91cf\u64cd\u4f5cpipeline\u7ba1\u9053\u64cd\u4f5c\u65b9\u6cd5\u300b\uff0c\u5728\u5b9e\u73b0\u529f\u80fd\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u5e26\u5927\u5bb6\u91cd\u65b0\u6e29\u4e60\u76f8\u5173\u77e5\u8bc6\u70b9\uff0c\u6e29\u6545\u800c\u77e5\u65b0\uff0c\u56de\u5934\u770b\u770b\u8bf4\u4e0d\u5b9a\u53c8\u6709\u4e0d\u4e00\u6837\u7684\u611f\u609f\uff01<\/p>\n

redis | pipeline\uff08\u7ba1\u9053\uff09<\/h2>\n

\u80cc\u666f<\/h3>\n

Redis\u662f\u4e00\u79cd\u57fa\u4e8e\u5ba2\u6237\u7aef-\u670d\u52a1\u7aef\u6a21\u578b\u4ee5\u53ca\u8bf7\u6c42\/\u54cd\u5e94\u7684TCP\u670d\u52a1\u3002\u8fd9\u610f\u5473\u7740\u901a\u5e38\u60c5\u51b5\u4e0b\u4e00\u4e2a\u8bf7\u6c42\u4f1a\u9075\u5faa\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n

    \n
  • \u5ba2\u6237\u7aef\u5411\u670d\u52a1\u7aef\u53d1\u9001\u4e00\u4e2a\u67e5\u8be2\u8bf7\u6c42\uff0c\u5e76\u76d1\u542c Socket \u8fd4\u56de\uff0c\u901a\u5e38\u662f\u4ee5\u963b\u585e\u6a21\u5f0f\uff0c\u7b49\u5f85\u670d\u52a1\u7aef\u54cd\u5e94\u3002<\/li>\n
  • \u670d\u52a1\u7aef\u5904\u7406\u547d\u4ee4\uff0c\u5e76\u5c06\u7ed3\u679c\u8fd4\u56de\u7ed9\u5ba2\u6237\u7aef\u3002<\/li>\n<\/ul>\n

    Redis \u5ba2\u6237\u7aef\u4e0e Redis \u670d\u52a1\u5668\u4e4b\u95f4\u4f7f\u7528 TCP \u534f\u8bae\u8fdb\u884c\u8fde\u63a5\uff0c\u4e00\u4e2a\u5ba2\u6237\u7aef\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e2a socket \u8fde\u63a5\u53d1\u8d77\u591a\u4e2a\u8bf7\u6c42\u547d\u4ee4\u3002\u6bcf\u4e2a\u8bf7\u6c42\u547d\u4ee4\u53d1\u51fa\u540e client \u901a\u5e38\u4f1a\u963b\u585e\u5e76\u7b49\u5f85 redis \u670d\u52a1\u5668\u5904\u7406\uff0credis \u5904\u7406\u5b8c\u8bf7\u6c42\u547d\u4ee4\u540e\u4f1a\u5c06\u7ed3\u679c\u901a\u8fc7\u54cd\u5e94\u62a5\u6587\u8fd4\u56de\u7ed9 client\uff0c\u56e0\u6b64\u5f53\u6267\u884c\u591a\u6761\u547d\u4ee4\u7684\u65f6\u5019\u90fd\u9700\u8981\u7b49\u5f85\u4e0a\u4e00\u6761\u547d\u4ee4\u6267\u884c\u5b8c\u6bd5\u624d\u80fd\u6267\u884c\u3002<\/p>\n

    Redis\u672c\u8eab\u662f\u57fa\u4e8e\u4e00\u4e2aRequest\u4e00\u4e2aResponse\u65b9\u5f0f\u7684\u540c\u6b65\u8bf7\u6c42\uff0c\u6b63\u5e38\u60c5\u51b5\u4e0b\uff0c\u5ba2\u6237\u7aef\u53d1\u9001\u4e00\u4e2a\u547d\u4ee4\uff0c\u7b49\u5f85Redis\u670d\u52a1\u5668\u8fd4\u56de\u7ed3\u679c\uff0cRedis\u670d\u52a1\u5668\u63a5\u6536\u5230\u547d\u4ee4\uff0c\u5904\u7406\u540e\u54cd\u5e94\u7ed3\u679c\u7ed9\u5ba2\u6237\u7aef\u3002<\/p>\n

    \u65e0\u8bba\u7f51\u7edc\u5ef6\u5982\u4f55\u5ef6\u65f6\uff0c\u6570\u636e\u5305\u603b\u662f\u80fd\u4ece\u5ba2\u6237\u7aef\u5230\u8fbe\u670d\u52a1\u5668\uff0c\u5e76\u4ece\u670d\u52a1\u5668\u8fd4\u56de\u6570\u636e\u56de\u590d\u5ba2\u6237\u7aef\u3002 \u8fd9\u4e2a\u65f6\u95f4\u88ab\u79f0\u4e4b\u4e3a RTT (Round Trip Time – \u5f80\u8fd4\u65f6\u95f4)\u3002<\/p>\n

    \u5982\u679c\u540c\u65f6\u9700\u8981\u6267\u884c\u5927\u91cf\u7684\u547d\u4ee4\uff0c\u90a3\u4e48\u5c31\u8981\u7b49\u5f85\u4e0a\u4e00\u6761\u547d\u4ee4\u5e94\u7b54\u540e\u518d\u6267\u884c\uff0c\u8fd9\u4e2d\u95f4\u4e0d\u4ec5\u4ec5\u591a\u4e86RTT\uff08Round Time Trip\uff09\uff0c\u800c\u4e14\u8fd8\u9891\u7e41\u8c03\u7528\u7cfb\u7edfIO\uff0c\u53d1\u9001\u7f51\u7edc\u8bf7\u6c42\uff0c\u540c\u65f6\u9700\u8981redis\u8c03\u7528\u591a\u6b21read() \u548cwrite()\u7cfb\u7edf\u65b9\u6cd5\uff0c\u7cfb\u7edf\u65b9\u6cd5\u4f1a\u5c06\u6570\u636e\u4ece\u7528\u6237\u6001\u8f6c\u79fb\u5230\u5185\u6838\u6001\uff0c\u8fd9\u6837\u5c31\u4f1a\u5bf9\u8fdb\u7a0b\u4e0a\u4e0b\u6587\u6709\u6bd4\u8f83\u5927\u7684\u5f71\u54cd\u4e86\u3002<\/p>\n

    \u4ec0\u4e48\u662f\u6d41\u6c34\u7ebf\uff08pipeline\uff09<\/h3>\n

    \u5b98\u7f51\uff1a<\/p>\n

    \u7ba1\u9053\uff08pipeline\uff09\u53ef\u4ee5\u4e00\u6b21\u6027\u53d1\u9001\u591a\u6761\u547d\u4ee4\u5e76\u5728\u6267\u884c\u5b8c\u540e\u4e00\u6b21\u6027\u5c06\u7ed3\u679c\u8fd4\u56de\uff0cpipeline \u901a\u8fc7\u51cf\u5c11\u5ba2\u6237\u7aef\u4e0e redis \u7684\u901a\u4fe1\u6b21\u6570\u6765\u5b9e\u73b0\u964d\u4f4e\u5f80\u8fd4\u5ef6\u65f6\u65f6\u95f4\uff0c\u800c\u4e14 Pipeline \u5b9e\u73b0\u7684\u539f\u7406\u662f\u961f\u5217\uff0c\u800c\u961f\u5217\u7684\u539f\u7406\u662f\u65f6\u5148\u8fdb\u5148\u51fa\uff0c\u8fd9\u6837\u5c31\u4fdd\u8bc1\u6570\u636e\u7684\u987a\u5e8f\u6027\u3002<\/p>\n

    \u901a\u4fd7\u70b9\uff1apipeline\u5c31\u662f\u628a\u4e00\u7ec4\u547d\u4ee4\u8fdb\u884c\u6253\u5305\uff0c\u7136\u540e\u4e00\u6b21\u6027\u901a\u8fc7\u7f51\u7edc\u53d1\u9001\u5230Redis\u3002\u540c\u65f6\u5c06\u6267\u884c\u7684\u7ed3\u679c\u6279\u91cf\u7684\u8fd4\u56de\u56de\u6765\u3002<\/p>\n

    \n

    pipeline\uff0c\u5c06\u591a\u4e2a\u547d\u4ee4\u4e00\u6b21\u6267\u884c\uff0c\u4e00\u6b21\u53d1\u9001\u51fa\u53bb\uff0c\u8282\u7701\u7f51\u7edc\u65f6\u95f4\u3002 pipeline\u6280\u672f\u6700\u663e\u8457\u7684\u4f18\u52bf\u662f\u63d0\u9ad8\u4e86 redis \u670d\u52a1\u7684\u6027\u80fd\u3002<\/p>\n<\/blockquote>\n

    \u7ba1\u9053\u6280\u672f\u5e76\u4e0d\u662fRedis\u7279\u6709\u7684\u6280\u672f\uff0c\u7ba1\u9053\u6280\u672f\u5f80\u5f80\u9700\u8981\u5ba2\u6237\u7aef-\u670d\u52a1\u5668\u7684\u5171\u540c\u914d\u5408\uff0c\u5927\u90e8\u5206\u5de5\u4f5c\u4efb\u52a1\u5176\u5b9e\u662f\u5728\u5ba2\u6237\u7aef\u5b8c\u6210\uff0c\u5f88\u663e\u7136Redis\u652f\u6301\u7ba1\u9053\u6280\u672f\uff0c\u6309\u7167\u5b98\u7f51\u7684\u610f\u601d\uff0cRedis\u7684\u6700\u4f4e\u7248\u672c\u5c31\u8003\u8651\u4e86\u7ba1\u9053\u6280\u672f\u7684\u652f\u6301\u6027\u8bbe\u8ba1\u3002<\/p>\n

    \u5982\u4e0b\u56fe\uff0c\u591a\u4e2a\u8fde\u7eed\u7684incr\u6307\u4ee4\uff0c\u4f7f\u7528pipeline\uff08\u7ba1\u9053\uff09\u540e\uff0c\u591a\u4e2a\u8fde\u7eed\u7684incr\u6307\u4ee4\u53ea\u4f1a\u82b1\u8d39\u4e00\u6b21\u7f51\u7edc\u6765\u56de\u5f00\u9500\uff0c\u8fd9\u4e2a\u5f00\u9500\u4f1a\u968f\u7740n\u6570\u503c\u7684\u589e\u5927\uff0c\u5927\u5e45\u51cf\u5c11\u7f51\u7edcio\u5f00\u9500\uff0c\u4ece\u800c\u63d0\u5347\u6574\u4f53\u670d\u52a1\u7684\u6027\u80fd\u3002\u7ba1\u9053\u6280\u672f\u4f18\u5316\u7684\u662f\u7f51\u7edc\u4f20\u8f93\u7684\u8017\u65f6\u65f6\u95f4\u3002<\/p>\n

    <\/p>\n

    \u603b\u7ed3\uff1a\u4f7f\u7528\u7ba1\u9053\u6280\u672f\u53ef\u4ee5\u89e3\u51b3\u591a\u4e2a\u547d\u4ee4\u6267\u884c\u65f6\u7684\u7f51\u7edc\u7b49\u5f85\uff0c\u5b83\u662f\u628a\u591a\u4e2a\u547d\u4ee4\u6574\u5408\u5230\u4e00\u8d77\u53d1\u9001\u7ed9\u670d\u52a1\u5668\u7aef\u5904\u7406\u4e4b\u540e\u7edf\u4e00\u8fd4\u56de\u7ed9\u5ba2\u6237\u7aef\uff0c\u8fd9\u6837\u5c31\u514d\u53bb\u4e86\u6bcf\u6761\u547d\u4ee4\u6267\u884c\u540e\u90fd\u8981\u7b49\u5f85\u7684\u60c5\u51b5\uff0c\u4ece\u800c\u6709\u6548\u5730\u63d0\u9ad8\u4e86\u7a0b\u5e8f\u7684\u6267\u884c\u6548\u7387\uff0c\u4f46\u4f7f\u7528\u7ba1\u9053\u6280\u672f\u4e5f\u8981\u6ce8\u610f\u907f\u514d\u53d1\u9001\u7684\u547d\u4ee4\u8fc7\u5927\uff0c\u6216\u7ba1\u9053\u5185\u7684\u6570\u636e\u592a\u591a\u800c\u5bfc\u81f4\u7684\u7f51\u7edc\u963b\u585e\u3002<\/p>\n

    \u9002\u7528\u573a\u666f<\/h3>\n

    \u5982\u679c\u51fa\u73b0\u96c6\u4e2d\u5927\u6279\u91cf\u7684\u8bf7\u6c42\u65f6\uff0c\u56e0\u4e3a\u6bcf\u4e2a\u8bf7\u6c42\u90fd\u8981\u7ecf\u5386\u5148\u8bf7\u6c42\u518d\u54cd\u5e94\u7684\u8fc7\u7a0b\uff0c\u8fd9\u5c31\u4f1a\u9020\u6210\u7f51\u7edc\u8d44\u6e90\u6d6a\u8d39\uff0c\u6b64\u65f6\u5c31\u9700\u8981\u7ba1\u9053\u6280\u672f\u6765\u628a\u6240\u6709\u7684\u547d\u4ee4\u6574\u5408\u4e00\u6b21\u53d1\u7ed9\u670d\u52a1\u7aef\uff0c\u518d\u4e00\u6b21\u54cd\u5e94\u7ed9\u5ba2\u6237\u7aef\uff0c\u8fd9\u6837\u5c31\u80fd\u5927\u5927\u7684\u63d0\u5347\u4e86 Redis \u7684\u54cd\u5e94\u901f\u5ea6\u3002<\/p>\n

    \u8981\u6c42\u5b9e\u65f6\u6027\u4e5f\u6ca1\u90a3\u4e48\u9ad8\uff0c\u4f46\u662f\u6700\u6c42\u9ad8\u6027\u80fd\uff0c\u8fd9\u65f6\u5019\u7528 pipeline \u6700\u597d\u4e86\u3002<\/p>\n

    benchmark\u538b\u6d4bpipeline<\/h3>\n

    \u4f7f\u7528Redis\u63d0\u4f9b\u7684benchmark\u5bf9Redis\u8fdb\u884c\u6027\u80fd\u6d4b\u8bd5\uff0c
    \u5982\u8fc7\u4f60\u662fWindows\u4e0b\u7684Redis\uff0c\u5728\u5b89\u88c5\u76ee\u5f55\u4e0b\u6709\u4e2aredis-benchmark.exe\uff0c\u8fdb\u5165cmd\u547d\u4ee4\u6a21\u5f0f\u6d4b\u8bd5\u5373\u53ef\u3002
    \u5982\u679c\u4f60\u662f\u5728Linux\u4e0b\u7684redis\uff0c\u5728\u5b89\u88c5\u76ee\u5f55\u7684src\u76ee\u5f55\u4e0b\u6709\u4e2aredis-benchmark<\/p>\n

    \u901a\u8fc7\u666e\u901a\u65b9\u5f0f\u6d4b\u8bd5set\u6307\u4ee4\u548cpipeline\u65b9\u5f0f\u6d4b\u8bd5set\u6307\u4ee4\uff0c\u53ef\u4ee5\u770b\u5230Redis\u670d\u52a1\u4e0d\u540c\u7684QPS\uff1a<\/p>\n

    \u666e\u901aset\u65b9\u5f0f\uff0cRedis QPS \u5927\u6982\u57285.3\u4e07\u5de6\u53f3
    \u5f53\u4f7f\u7528pipeline set\u65f6\uff0c\u968f\u7740\u7ba1\u9053\u5185\u5e76\u884c\u8bf7\u6c42\u6570\u91cf\u7684\u589e\u52a0\uff0cRedis QPS\u53ef\u4ee5\u8fbe\u5230100\u4e07\u4ee5\u4e0a<\/p>\n

    \u4ee3\u7801\u6d4b\u8bd5-python\uff1a StrictRedis<\/h4>\n

    #\u5f15\u5165\u6a21\u5757
    #\u8fd9\u4e2a\u6a21\u5757\u4e2d\u63d0\u4f9b\u4e86StrictRedis\u5bf9\u8c61\uff0c\u2f64\u4e8e\u8fde\u63a5redis\u670d\u52a1\u5668\uff0c\u5e76\u6309\u7167\u4e0d\u540c\u7c7b\u578b\u63d0\u4f9b \u4e86\u4e0d\u540c\u2f45\u6cd5\uff0c\u8fdb\u2f8f\u4ea4\u4e92\u64cd\u4f5c<\/p>\n

    from redis import StrictRedis<\/p>\n

    \u6211\u4eec\u4f7f\u7528 StrictRedis\u5ba2\u6237\u7aef\u63d0\u4f9b\u7684 Pipeline \u5bf9\u8c61\u6765\u5b9e\u73b0\u7ba1\u9053\u6280\u672f\u3002\u9996\u5148\u5148\u83b7\u53d6 Pipeline \u5bf9\u8c61\uff0c\u518d\u4e3a Pipeline \u5bf9\u8c61\u8bbe\u7f6e\u9700\u8981\u6267\u884c\u7684\u547d\u4ee4\uff0c\u6700\u540e\u518d\u4f7f\u7528excute() \u65b9\u6cd5\u6765\u7edf\u4e00\u6267\u884c\u8fd9\u4e9b\u547d\u4ee4\uff0c\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n

    from redis import StrictRedis\nredis_cli = StrictRedis(host=\"xx\", port=xx, password=\"xx\", db=xx, decode_responses=True)\nimport time\ndef main():\n    t1 = time.time()\n    pipe = redis_cli.pipeline()\n    num = 1\n    for i in range(100):\n        pipe.set(\"name_\" + str(num), num)\n        pipe.delete(\"name_\" + str(num))\n        num += 1\n    pipe.execute()\n    t2 = time.time()\n    print(t2-t1)\n<\/pre>\n
    \u63a5\u4e0b\u6765\u6211\u4eec\u7528\u666e\u901a\u7684\u547d\u4ee4\u6267\u884c\u6b64\u5faa\u73af\uff0c\u770b\u4e0b\u7a0b\u5e8f\u7684\u6267\u884c\u65f6\u95f4\uff0c\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n
    def test():\n    t1 = time.time()\n    num = 10000\n    for i in range(100):\n        redis_cli.set(\"test_\" + str(num), num)\n        redis_cli.delete(\"test_\" + str(num))\n        num += 10\n    t2 = time.time()\n    print(t2 - t1)<\/pre>\n
    \u4ece\u7ed3\u679c\u53ef\u4ee5\u770b\u51fa\uff0c\u7ba1\u9053\u7684\u6267\u884c\u65f6\u95f4\u662f0.165\u79d2\uff0c\u800c\u666e\u901a\u547d\u4ee4\u6267\u884c\u65f6\u95f4\u662f9.09\u79d2\uff0c\u7ba1\u9053\u6280\u672f\u8981\u6bd4\u666e\u901a\u7684\u6267\u884c\u5feb\u4e86 56 \u500d\u3002<\/p>\n
    \u4ee3\u7801\u6d4b\u8bd5-java\uff1aJedis\u4f7f\u7528pipeline<\/h4>\n
    package com.liziba.redis;<\/p>\n
    import redis.clients.jedis.Jedis;\nimport redis.clients.jedis.Pipeline;\n \nimport java.io.IOException;\n\npublic class PipelineTest {\n \n    public static void main(String[] args) throws IOException {\n        Jedis client = new Jedis(\"127.0.0.1\", 6379);\n \n        long startPipe = System.currentTimeMillis();\n        Pipeline pipe = client.pipelined();\n        pipe.multi();\n        for (int i = 0; i \n
    pipeline\u6ce8\u610f\u4e8b\u9879<\/h3>\n
    \u7ba1\u9053\u6280\u672f\u867d\u7136\u6709\u5b83\u7684\u4f18\u52bf\uff0c\u4f46\u5728\u4f7f\u7528\u65f6\u8fd8\u9700\u6ce8\u610f\u4ee5\u4e0b\u51e0\u4e2a\u7ec6\u8282\uff1a<\/p>\n<\/pre>\n
      \n
    • \u6bcf\u6b21pipeline\u643a\u5e26\u6570\u91cf\u4e0d\u63a8\u8350\u8fc7\u5927\uff0c\u5426\u5219\u4f1a\u5f71\u54cd\u7f51\u7edc\u6027\u80fd<\/li>\n
    • \u5982\u679c\u7ba1\u9053\u7684\u6570\u636e\u8fc7\u591a\u53ef\u80fd\u4f1a\u5bfc\u81f4\u5ba2\u6237\u7aef\u7684\u7b49\u5f85\u65f6\u95f4\u8fc7\u957f\uff0c\u5bfc\u81f4\u7f51\u7edc\u963b\u585e<\/li>\n
    • \u53d1\u9001\u7684\u547d\u4ee4\u6570\u91cf\u4e0d\u4f1a\u88ab\u9650\u5236\uff0c\u4f46\u8f93\u5165\u7f13\u5b58\u533a\u4e5f\u5c31\u662f\u547d\u4ee4\u7684\u6700\u5927\u5b58\u50a8\u4f53\u79ef\u4e3a 1GB\uff0c\u5f53\u53d1\u9001\u7684\u547d\u4ee4\u8d85\u8fc7\u6b64\u9650\u5236\u65f6\uff0c\u547d\u4ee4\u4e0d\u4f1a\u88ab\u6267\u884c\uff0c\u5e76\u4e14\u4f1a\u88ab Redis \u670d\u52a1\u5668\u7aef\u65ad\u5f00\u6b64\u94fe\u63a5<\/li>\n
    • pipeline\u6bcf\u6b21\u53ea\u80fd\u4f5c\u7528\u5728\u4e00\u4e2aRedis\u8282\u70b9\u4e0a<\/li>\n
    • \u90e8\u5206\u5ba2\u6237\u7aef\u81ea\u5df1\u672c\u8eab\u4e5f\u6709\u7f13\u5b58\u533a\u5927\u5c0f\u7684\u8bbe\u7f6e\uff0c\u5982\u679c\u7ba1\u9053\u547d\u4ee4\u6ca1\u6709\u6ca1\u6267\u884c\u6216\u8005\u662f\u6267\u884c\u4e0d\u5b8c\u6574\uff0c\u53ef\u4ee5\u6392\u67e5\u6b64\u60c5\u51b5<\/li>\n<\/ul>\n
      \u53c2\u8003\u8d44\u6599<\/h2>\n
      \u5206\u5e03\u5f0f\u7f13\u5b58Redis\u4e4bPipeline\uff08\u7ba1\u9053\uff09<\/p>\n
      URL: 
      \u3010\u63a8\u8350\u3011Redis\u7cbe\u901a\u7cfb\u5217\u2014\u2014Pipeline\uff08\u7ba1\u9053\uff09
      \u53c2\u8003URL: 
      Redis\u7684\u6279\u91cf\u64cd\u4f5c\u662f\u4ec0\u4e48\uff1f\u600e\u4e48\u5b9e\u73b0\u7684\u5ef6\u65f6\u961f\u5217\uff1f\u4ee5\u53ca\u8ba2\u9605\u6a21\u5f0f\u3001LRU
      \u53c2\u8003URL: <\/p>\n","protected":false},"excerpt":{"rendered":"
      redis\u6279\u91cf\u64cd\u4f5cpipelin...<\/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-201206","post","type-post","status-publish","format-standard","hentry","category-database"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/201206","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=201206"}],"version-history":[{"count":0,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/201206\/revisions"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=201206"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=201206"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=201206"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}