{"id":68211,"date":"2025-05-10T10:30:20","date_gmt":"2025-05-10T02:30:20","guid":{"rendered":"https:\/\/fwq.ai\/blog\/68211\/"},"modified":"2025-05-10T10:30:20","modified_gmt":"2025-05-10T02:30:20","slug":"%e5%88%a9%e7%94%a8python%e5%92%8credis%e5%ae%9e%e7%8e%b0%e7%bc%93%e5%ad%98%e9%a2%84%e7%83%ad%ef%bc%9a%e5%a6%82%e4%bd%95%e6%8f%90%e9%ab%98%e7%a8%8b%e5%ba%8f%e7%9a%84%e5%88%9d%e5%a7%8b%e5%8c%96-2","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/68211\/","title":{"rendered":"\u5229\u7528Python\u548cRedis\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\uff1a\u5982\u4f55\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6"},"content":{"rendered":"

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

\u5229\u7528Python\u548cRedis\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\uff1a\u5982\u4f55\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6<\/h1>\n

\u5728\u6570\u636e\u5e93\u5b9e\u6218\u5f00\u53d1\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u7ecf\u5e38\u4f1a\u9047\u5230\u4e00\u4e9b\u8fd9\u6837\u90a3\u6837\u7684\u95ee\u9898\uff0c\u7136\u540e\u8981\u5361\u597d\u534a\u5929\uff0c\u7b49\u95ee\u9898\u89e3\u51b3\u4e86\u624d\u53d1\u73b0\u539f\u6765\u4e00\u4e9b\u7ec6\u8282\u77e5\u8bc6\u70b9\u8fd8\u662f\u6ca1\u6709\u638c\u63e1\u597d\u3002\u4eca\u5929golang\u5b66\u4e60\u7f51\u5c31\u6574\u7406\u5206\u4eab\u300a\u5229\u7528Python\u548cRedis\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\uff1a\u5982\u4f55\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6\u300b\uff0c\u804a\u804a\uff0c\u5e0c\u671b\u53ef\u4ee5\u5e2e\u52a9\u5230\u6b63\u5728\u52aa\u529b\u8d5a\u94b1\u7684\u4f60\u3002<\/p>\n

\u5229\u7528Python\u548cRedis\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\uff1a\u5982\u4f55\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6<\/p>\n

\u5f15\u8a00\uff1a
\u5728\u5927\u591a\u6570\u7684\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u521d\u59cb\u5316\u9636\u6bb5\u5f80\u5f80\u9700\u8981\u52a0\u8f7d\u5927\u91cf\u7684\u6570\u636e\u6216\u8d44\u6e90\uff0c\u8fd9\u4e9b\u64cd\u4f5c\u53ef\u80fd\u4f1a\u6d88\u8017\u8f83\u957f\u7684\u65f6\u95f4\uff0c\u5f71\u54cd\u7a0b\u5e8f\u7684\u542f\u52a8\u901f\u5ea6\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u53ef\u4ee5\u5229\u7528\u7f13\u5b58\u9884\u70ed\u6280\u672f\uff0c\u5c06\u9700\u8981\u521d\u59cb\u5316\u7684\u6570\u636e\u5b58\u50a8\u5728\u7f13\u5b58\u4e2d\uff0c\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6\u3002\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528Python\u548cRedis\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\u3002<\/p>\n

\u4e00\u3001\u4ec0\u4e48\u662f\u7f13\u5b58\u9884\u70ed\uff1f
\u7f13\u5b58\u9884\u70ed\u662f\u6307\u5728\u5e94\u7528\u7a0b\u5e8f\u542f\u52a8\u9636\u6bb5\uff0c\u5c06\u9700\u8981\u521d\u59cb\u5316\u7684\u6570\u636e\u63d0\u524d\u52a0\u8f7d\u5230\u7f13\u5b58\u4e2d\uff0c\u4ee5\u51cf\u5c11\u7a0b\u5e8f\u542f\u52a8\u65f6\u7684\u6570\u636e\u52a0\u8f7d\u65f6\u95f4\u548c\u8d44\u6e90\u6d88\u8017\u3002\u901a\u8fc7\u9884\u5148\u52a0\u8f7d\u6570\u636e\u5230\u7f13\u5b58\u4e2d\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6\uff0c\u5e76\u63d0\u5347\u7528\u6237\u7684\u4f53\u9a8c\u3002<\/p>\n

\u4e8c\u3001\u4e3a\u4ec0\u4e48\u4f7f\u7528Redis\uff1f
Redis\u662f\u4e00\u4e2a\u9ad8\u6027\u80fd\u7684\u5185\u5b58\u6570\u636e\u5e93\uff0c\u5177\u6709\u5feb\u901f\u8bfb\u53d6\u548c\u5199\u5165\u7684\u7279\u70b9\u3002\u5728\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\u65f6\uff0c\u4f7f\u7528Redis\u4f5c\u4e3a\u7f13\u5b58\u9ad8\u901f\u5b58\u50a8\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u6570\u636e\u7684\u8bfb\u53d6\u901f\u5ea6\uff0c\u6781\u5927\u5730\u51cf\u5c11\u521d\u59cb\u5316\u65f6\u95f4\u3002<\/p>\n

\u4e09\u3001Python\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\u7684\u6b65\u9aa4\uff1a<\/p>\n

    \n
  1. \u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u521b\u5efa\u4e00\u4e2aPython\u811a\u672c\uff0c\u5f15\u5165Redis\u6a21\u5757\u5e76\u8fde\u63a5\u5230Redis\u6570\u636e\u5e93\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u6765\u8fdb\u884c\u8fde\u63a5\uff1a<\/li>\n<\/ol>\n
    import redis\n\n# \u8fde\u63a5\u5230Redis\u6570\u636e\u5e93\nr = redis.Redis(host='localhost', port=6379, db=0)<\/pre>\n
      \n
    1. \u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u9700\u8981\u7f16\u5199\u521d\u59cb\u5316\u6570\u636e\u7684\u51fd\u6570\u3002\u8fd9\u4e2a\u51fd\u6570\u53ef\u4ee5\u4ece\u6570\u636e\u5e93\u6216\u5176\u4ed6\u6765\u6e90\u83b7\u53d6\u9700\u8981\u521d\u59cb\u5316\u7684\u6570\u636e\uff0c\u5e76\u5c06\u6570\u636e\u5b58\u50a8\u5230Redis\u7f13\u5b58\u4e2d\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u793a\u4f8b\u4ee3\u7801\uff1a<\/li>\n<\/ol>\n
      def initialize_data():\n    # \u4ece\u6570\u636e\u5e93\u83b7\u53d6\u9700\u8981\u521d\u59cb\u5316\u7684\u6570\u636e\n    data = get_data_from_database()\n\n    # \u5c06\u6570\u636e\u5b58\u50a8\u5230Redis\u7f13\u5b58\u4e2d\n    for item in data:\n        r.set(item['key'], item['value'])<\/pre>\n
        \n
      1. \u5728\u4e3b\u51fd\u6570\u4e2d\uff0c\u8c03\u7528\u521d\u59cb\u5316\u6570\u636e\u7684\u51fd\u6570\uff0c\u5e76\u901a\u8fc7\u8c03\u7528get\u65b9\u6cd5\u4ece\u7f13\u5b58\u4e2d\u8bfb\u53d6\u6570\u636e\u3002\u5982\u679c\u6570\u636e\u4e0d\u5b58\u5728\uff0c\u5219\u91cd\u65b0\u52a0\u8f7d\u6570\u636e\u5230\u7f13\u5b58\u4e2d\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\u4ee3\u7801\uff1a<\/li>\n<\/ol>\n
        def main():\n    # \u521d\u59cb\u5316\u6570\u636e\n    initialize_data()\n\n    # \u4ece\u7f13\u5b58\u4e2d\u8bfb\u53d6\u6570\u636e\n    data = r.get('key')\n    if data is None:\n        # \u6570\u636e\u4e0d\u5b58\u5728\uff0c\u91cd\u65b0\u52a0\u8f7d\u6570\u636e\u5230\u7f13\u5b58\u4e2d\n        initialize_data()\n        data = r.get('key')\n    \n    # \u5904\u7406\u6570\u636e\n    process_data(data)<\/pre>\n
        \u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u6211\u4eec\u6210\u529f\u5b9e\u73b0\u4e86\u4f7f\u7528Python\u548cRedis\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\u7684\u57fa\u672c\u529f\u80fd\u3002\u5728\u7a0b\u5e8f\u542f\u52a8\u65f6\uff0c\u6570\u636e\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u7f13\u5b58\u4e2d\uff0c\u4e0b\u6b21\u7a0b\u5e8f\u521d\u59cb\u5316\u65f6\uff0c\u4f1a\u76f4\u63a5\u4ece\u7f13\u5b58\u4e2d\u8bfb\u53d6\u6570\u636e\uff0c\u5927\u5927\u63d0\u9ad8\u4e86\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6\u3002<\/p>\n
        \u56db\u3001\u4f18\u5316\u7f13\u5b58\u9884\u70ed\u7684\u7b56\u7565
        \u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u5bf9\u7f13\u5b58\u9884\u70ed\u7b56\u7565\u8fdb\u884c\u4f18\u5316\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u4f18\u5316\u7b56\u7565\uff1a<\/p>\n
          \n
        1. \u589e\u91cf\u52a0\u8f7d\uff1a\u5982\u679c\u6570\u636e\u91cf\u8f83\u5927\uff0c\u53ef\u4ee5\u4f7f\u7528\u589e\u91cf\u52a0\u8f7d\u7684\u65b9\u5f0f\uff0c\u6bcf\u6b21\u53ea\u52a0\u8f7d\u90e8\u5206\u6570\u636e\uff0c\u4ee5\u51cf\u5c11\u521d\u59cb\u5316\u65f6\u95f4\u548c\u8d44\u6e90\u6d88\u8017\u3002<\/li>\n
        2. \u5b9a\u65f6\u5237\u65b0\uff1a\u6839\u636e\u6570\u636e\u7684\u5b9e\u65f6\u6027\u8981\u6c42\uff0c\u53ef\u4ee5\u8bbe\u7f6e\u5b9a\u65f6\u4efb\u52a1\u6765\u5468\u671f\u6027\u5730\u5237\u65b0\u7f13\u5b58\u6570\u636e\uff0c\u4fdd\u6301\u6570\u636e\u7684\u6700\u65b0\u72b6\u6001\u3002<\/li>\n
        3. \u5f02\u6b65\u52a0\u8f7d\uff1a\u4f7f\u7528\u591a\u7ebf\u7a0b\u6216\u5f02\u6b65\u4efb\u52a1\u6765\u52a0\u8f7d\u6570\u636e\uff0c\u4ee5\u5145\u5206\u5229\u7528\u7cfb\u7edf\u8d44\u6e90\uff0c\u5e76\u51cf\u5c11\u7528\u6237\u7b49\u5f85\u65f6\u95f4\u3002<\/li>\n<\/ol>\n
          \u603b\u7ed3\uff1a
          \u501f\u52a9Python\u548cRedis\uff0c\u6211\u4eec\u53ef\u4ee5\u5f88\u65b9\u4fbf\u5730\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\uff0c\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6\u3002\u901a\u8fc7\u5c06\u9700\u8981\u521d\u59cb\u5316\u7684\u6570\u636e\u5b58\u50a8\u5230Redis\u7f13\u5b58\u4e2d\uff0c\u5728\u4e0b\u4e00\u6b21\u7a0b\u5e8f\u542f\u52a8\u65f6\uff0c\u53ef\u4ee5\u76f4\u63a5\u4eceRedis\u7f13\u5b58\u4e2d\u8bfb\u53d6\u6570\u636e\uff0c\u51cf\u5c11\u4e86\u6570\u636e\u5e93\u6216\u5176\u4ed6\u8d44\u6e90\u7684\u8bbf\u95ee\u6b21\u6570\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6\u548c\u7528\u6237\u7684\u4f53\u9a8c\u3002<\/p>\n
          \uff08\u6ce8\uff1a\u4ee5\u4e0a\u4ee3\u7801\u793a\u4f8b\u4ec5\u4e3a\u6f14\u793a\u7528\u9014\uff0c\u5177\u4f53\u5b9e\u73b0\u9700\u8981\u6839\u636e\u5b9e\u9645\u4e1a\u52a1\u9700\u6c42\u8fdb\u884c\u8c03\u6574\u3002\uff09<\/p>\n
          \n
          \n <\/dt>\n
          \n   \u5b66\u4e60MySQL\u7684\u6570\u636e\u517c\u5bb9\u6027\u548c\u5e73\u6ed1\u5347\u7ea7\u6280\u5de7\u6709\u54ea\u4e9b\uff1f\n <\/dd>\n<\/dl>\n
          \n
          \n <\/dt>\n
          \n   Redis\u5728Ruby\u5f00\u53d1\u4e2d\u7684\u5e94\u7528\uff1a\u5982\u4f55\u7f13\u5b58\u590d\u6742\u6570\u636e\u7ed3\u6784\n <\/dd>\n<\/dl>\n","protected":false},"excerpt":{"rendered":"
          \u5229\u7528Python\u548cRedis\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\uff1a\u5982\u4f55\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6 \u5728\u6570\u636e\u5e93\u5b9e\u6218\u5f00\u53d1\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u7ecf\u5e38\u4f1a\u9047\u5230\u4e00\u4e9b\u8fd9\u6837\u90a3\u6837\u7684\u95ee\u9898\uff0c\u7136\u540e\u8981\u5361\u597d\u534a\u5929\uff0c\u7b49\u95ee\u9898\u89e3\u51b3\u4e86\u624d\u53d1\u73b0\u539f\u6765\u4e00\u4e9b\u7ec6\u8282\u77e5\u8bc6\u70b9\u8fd8\u662f\u6ca1\u6709\u638c\u63e1\u597d\u3002\u4eca\u5929golang\u5b66\u4e60\u7f51\u5c31\u6574\u7406\u5206\u4eab\u300a\u5229\u7528Python\u548cRedis\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\uff1a\u5982\u4f55\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6\u300b\uff0c\u804a\u804a\uff0c\u5e0c\u671b\u53ef\u4ee5\u5e2e\u52a9\u5230\u6b63\u5728\u52aa\u529b\u8d5a\u94b1\u7684\u4f60\u3002 \u5229\u7528Python\u548cRedis\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\uff1a\u5982\u4f55\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6 \u5f15\u8a00\uff1a\u5728\u5927\u591a\u6570\u7684\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u521d\u59cb\u5316\u9636\u6bb5\u5f80\u5f80\u9700\u8981\u52a0\u8f7d\u5927\u91cf\u7684\u6570\u636e\u6216\u8d44\u6e90\uff0c\u8fd9\u4e9b\u64cd\u4f5c\u53ef\u80fd\u4f1a\u6d88\u8017\u8f83\u957f\u7684\u65f6\u95f4\uff0c\u5f71\u54cd\u7a0b\u5e8f\u7684\u542f\u52a8\u901f\u5ea6\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u53ef\u4ee5\u5229\u7528\u7f13\u5b58\u9884\u70ed\u6280\u672f\uff0c\u5c06\u9700\u8981\u521d\u59cb\u5316\u7684\u6570\u636e\u5b58\u50a8\u5728\u7f13\u5b58\u4e2d\uff0c\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6\u3002\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528Python\u548cRedis\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\u3002 \u4e00\u3001\u4ec0\u4e48\u662f\u7f13\u5b58\u9884\u70ed\uff1f\u7f13\u5b58\u9884\u70ed\u662f\u6307\u5728\u5e94\u7528\u7a0b\u5e8f\u542f\u52a8\u9636\u6bb5\uff0c\u5c06\u9700\u8981\u521d\u59cb\u5316\u7684\u6570\u636e\u63d0\u524d\u52a0\u8f7d\u5230\u7f13\u5b58\u4e2d\uff0c\u4ee5\u51cf\u5c11\u7a0b\u5e8f\u542f\u52a8\u65f6\u7684\u6570\u636e\u52a0\u8f7d\u65f6\u95f4\u548c\u8d44\u6e90\u6d88\u8017\u3002\u901a\u8fc7\u9884\u5148\u52a0\u8f7d\u6570\u636e\u5230\u7f13\u5b58\u4e2d\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u7a0b\u5e8f\u7684\u521d\u59cb\u5316\u901f\u5ea6\uff0c\u5e76\u63d0\u5347\u7528\u6237\u7684\u4f53\u9a8c\u3002 \u4e8c\u3001\u4e3a\u4ec0\u4e48\u4f7f\u7528Redis\uff1fRedis\u662f\u4e00\u4e2a\u9ad8\u6027\u80fd\u7684\u5185\u5b58\u6570\u636e\u5e93\uff0c\u5177\u6709\u5feb\u901f\u8bfb\u53d6\u548c\u5199\u5165\u7684\u7279\u70b9\u3002\u5728\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\u65f6\uff0c\u4f7f\u7528Redis\u4f5c\u4e3a\u7f13\u5b58\u9ad8\u901f\u5b58\u50a8\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u6570\u636e\u7684\u8bfb\u53d6\u901f\u5ea6\uff0c\u6781\u5927\u5730\u51cf\u5c11\u521d\u59cb\u5316\u65f6\u95f4\u3002 \u4e09\u3001Python\u5b9e\u73b0\u7f13\u5b58\u9884\u70ed\u7684\u6b65\u9aa4\uff1a \u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u521b\u5efa\u4e00\u4e2aPython\u811a\u672c\uff0c\u5f15\u5165Redis\u6a21\u5757\u5e76\u8fde\u63a5\u5230Redis\u6570\u636e\u5e93\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u6765\u8fdb\u884c\u8fde\u63a5\uff1a import redis # \u8fde\u63a5\u5230Redis\u6570\u636e\u5e93 r = redis.Redis(host=’localhost’, port=6379, db=0) \u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u9700\u8981\u7f16\u5199\u521d\u59cb\u5316\u6570\u636e\u7684\u51fd\u6570\u3002\u8fd9\u4e2a\u51fd\u6570\u53ef\u4ee5\u4ece\u6570\u636e\u5e93\u6216\u5176\u4ed6\u6765\u6e90\u83b7\u53d6\u9700\u8981\u521d\u59cb\u5316\u7684\u6570\u636e\uff0c\u5e76\u5c06\u6570\u636e\u5b58\u50a8\u5230Redis\u7f13\u5b58\u4e2d\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u793a\u4f8b\u4ee3\u7801\uff1a def initialize_data(): # \u4ece\u6570\u636e\u5e93\u83b7\u53d6\u9700\u8981\u521d\u59cb\u5316\u7684\u6570\u636e data = get_data_from_database() # \u5c06\u6570\u636e\u5b58\u50a8\u5230Redis\u7f13\u5b58\u4e2d for item in data: r.set(item[‘key’], item[‘value’]) \u5728\u4e3b\u51fd\u6570\u4e2d\uff0c\u8c03\u7528\u521d\u59cb\u5316\u6570\u636e\u7684\u51fd\u6570\uff0c\u5e76\u901a\u8fc7\u8c03\u7528get\u65b9\u6cd5\u4ece\u7f13\u5b58\u4e2d\u8bfb\u53d6\u6570\u636e\u3002\u5982\u679c\u6570\u636e\u4e0d\u5b58\u5728\uff0c\u5219\u91cd\u65b0\u52a0\u8f7d\u6570\u636e\u5230\u7f13\u5b58\u4e2d\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\u4ee3\u7801\uff1a def main(): # \u521d\u59cb\u5316\u6570\u636e initialize_data() # \u4ece\u7f13\u5b58\u4e2d\u8bfb\u53d6\u6570\u636e data = r.get(‘key’) if data is None: # \u6570\u636e\u4e0d\u5b58\u5728\uff0c\u91cd\u65b0\u52a0\u8f7d\u6570\u636e\u5230\u7f13\u5b58\u4e2d initialize_data() data = r.get(‘key’) # […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-68211","post","type-post","status-publish","format-standard","hentry","category-os"],"_links":{"self":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/68211","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/comments?post=68211"}],"version-history":[{"count":0,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/68211\/revisions"}],"wp:attachment":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/media?parent=68211"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/categories?post=68211"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/tags?post=68211"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}