{"id":34274,"date":"2023-03-19T16:33:50","date_gmt":"2023-04-14T19:49:44","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/"},"modified":"2024-04-29T19:37:16","modified_gmt":"2024-04-29T11:37:16","slug":"%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/","title":{"rendered":"\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08Python+Redis\uff09"},"content":{"rendered":"

\u9996\u5148<\/h2>\n

\u4ece\u4e9a\u9a6c\u900a\u7684\u8d2d\u7269\u4e2d\u5f97\u5230\u7684\u5b9d\u8d35\u63a8\u8350\u529f\u80fd\uff08\u53ea\u6709\u9488\u5bf9\u81ea\u5df1\uff1f\uff09\uff0c\u201c\u8d2d\u4e70\u4e86\u8fd9\u4e2a\u5546\u54c1\u7684\u4eba\u8fd8\u8d2d\u4e70\u4e86\u8fd9\u4e9b\u5546\u54c1\u201d\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u610f\u5916\u7684\u53d1\u73b0\u3002<\/p>\n

\u5173\u4e8e\u63a8\u8350\u7cfb\u7edf\u7684\u5b9e\u65bd\uff0c\u524d\u8f88\u4eec\u5df2\u7ecf\u4ece\u7406\u8bba\u5230\u5b9e\u8df5\u7559\u4e0b\u4e86\u5f88\u591a\u5b9d\u8d35\u7684\u77e5\u8bc6\uff0c\u975e\u5e38\u611f\u8c22\u3002<\/p>\n

\u6211\u60f3\u8981\u5feb\u901f\u5c1d\u8bd5\u4e00\u4e0b\u63a8\u8350\u9009\u9879\u3002<\/h2>\n

\u6211\u5011\u5c07\u9a57\u8b49\u5728 PyPI \u4e0a\u516c\u958b\u7684\u63a8\u85a6\u5f15\u64ce cf_recommender\u3002<\/p>\n

PyPI(Python Package Index)\u3068\u306f<\/p>\n

\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePython\u306e\u3001\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30fc\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30ea\u30dd\u30b8\u30c8\u30ea
\n\u3059\u3079\u3066\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306aPython\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u5305\u62ec\u7684\u306a\u30ab\u30bf\u30ed\u30b0<\/p>\n

cf_recommender\u3068\u306f<\/p>\n

\u5354\u8abf\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u578b\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30f3
\nPython\u8a00\u8a9e\u3067\u5b9f\u88c5\u3055\u308c\u3066\u3044\u308b
\nRedis(\u30a4\u30f3\u30e1\u30e2\u30ea\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9)\u3092\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3068\u3057\u3066\u4f7f\u7528<\/p>\n

\u9a8c\u8bc1\u73af\u5883<\/h2>\n

\u786c\u4ef6<\/h3>\n
CPU: Intel(R) Core(TM) 3.30GHz(4\u30b3\u30a28\u30b9\u30ec\u30c3\u30c9)\r\n\u30e1\u30e2\u30ea: 16 GB\r\n<\/code><\/pre>\n
\u64cd\u4f5c\u7cfb\u7edf<\/h3>\n
\u6211\u4f7f\u7528\u4e86Ubuntu 20.04 LTS\u3002<\/p>\n
\u6211\u4f7f\u7528Windows 10\u4ee5\u7ba1\u7406\u5458\u6743\u9650\u5b89\u88c5\u4e86Ubuntu\u3002<\/p>\n
> wsl --install -d Ubuntu-20.04\r\n<\/code><\/pre>\n
\u5f15\u5165Redis<\/h3>\n
\u6211\u5011\u4f7f\u7528\u4e86 Redis 3.0.7\u3002
\n\u7531\u65bc cf_recommender \u6700\u5f8c\u7684\u7248\u672c\u662f\u57282016\u5e74\u767c\u4f48\u7684\uff0c\u6240\u4ee5\u6211\u5011\u4f7f\u7528\u4e86\u820a\u7248\u672c\u3002<\/p>\n
    \n
  • \n
      \u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/ul>\n<\/li>\n<\/ul>\n
       <\/p>\n
        \n
      • \n
          http:\/\/download.redis.io\/releases\/<\/ul>\n<\/li>\n<\/ul>\n
          \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806
          \nhttps:\/\/www.digitalocean.com\/community\/tutorials\/how-to-install-redis-from-source-on-ubuntu-18-04<\/p>\n
          make
          \nsudo make install<\/p>\n
          \u8d77\u52d5<\/p>\n
          $ \/usr\/local\/bin\/redis-server\r\n<\/code><\/pre>\n
          \u6216\u8005\u6ce8\u518c\u5e76\u542f\u52a8\u670d\u52a1\u3002<\/p>\n
          \u5b89\u88c5Python\u53ca\u5176\u76f8\u5173\u5e93<\/h3>\n
          \u4f7f\u7528Python 2.7.18\u7248\u672c\u3002<\/h4>\n
          \u55ef\uff0c\u80fd\u542c\u5230\u58f0\u97f3\uff0c\u4f46cf_recommender\u4e0d\u652f\u6301Python 3.5\u4ee5\u4e0a\u7248\u672c\uff0c\u4f7f\u7528\u4e86\u5927\u7ea62016\u5e74\u5de6\u53f3\u7684\u65e7\u7248Python\u548c\u76f8\u5173\u5e93\u3002<\/p>\n
          $ sudo apt update\r\n$ sudo apt install python2\r\n$ python --version\r\nPython 2.7.18\r\n<\/code><\/pre>\n
          \u4f7f\u7528pip\u7248\u672c20.3.4<\/h4>\n
          $ <\/span>curl https:\/\/bootstrap.pypa.io\/pip\/2.7\/get-pip.py -o<\/span> get-pip.py\r\n$ <\/span>python get-pip.py\r\n$ <\/span>pip --version<\/span>\r\npip 20.3.4 from \/home\/users\/.local\/lib\/python2.7\/site-packages\/pip (<\/span>python 2.7)<\/span>\r\n<\/code><\/pre>\n
          \u4f7f\u7528redis-py 2.10.5\u3002<\/h4>\n
          \u8fd9\u8fb9\u4e5f\u5728\u4f7f\u7528\u65e7\u7248\u672c\u3002<\/p>\n
          $ pip install -Iv redis==2.10.5\r\n<\/code><\/pre>\n
          \u5f15\u5165cf_recommender<\/h4>\n
          $ pip install cf_recommender\r\n<\/code><\/pre>\n
          \u786e\u8ba4<\/h4>\n
          $ <\/span>pip list\r\nPackage        Version\r\n--------------<\/span> -------<\/span>\r\ncf-recommender 1.0.1\r\npip            20.3.4\r\nredis          2.10.5\r\n<\/code><\/pre>\n
          \u4f7f\u7528\u793a\u4f8b\u4ee3\u7801\u8fdb\u884c\u63a8\u8350\u9a8c\u8bc1<\/h2>\n
          \u6211\u5728\u4ee5\u4e0b\u7684\u4ee3\u7801\u4e2d\u5c1d\u8bd5\u4e86\u4e00\u4e0b\u3002<\/p>\n
          # -*- coding: utf-8 -*-\r\n<\/span>from<\/span> __future__<\/span> import<\/span> absolute_import<\/span>,<\/span> unicode_literals<\/span>\r\nfrom<\/span> cf_recommender.recommender<\/span> import<\/span> Recommender<\/span>\r\n\r\ncf_settings<\/span> =<\/span> {<\/span>\r\n    # redis\r\n<\/span>    '<\/span>expire<\/span>'<\/span>:<\/span> 3600<\/span> *<\/span> 24<\/span> *<\/span> 30<\/span>,<\/span>\r\n    '<\/span>redis<\/span>'<\/span>:<\/span> {<\/span>\r\n        '<\/span>host<\/span>'<\/span>:<\/span> '<\/span>localhost<\/span>'<\/span>,<\/span>\r\n        '<\/span>port<\/span>'<\/span>:<\/span> 6379<\/span>,<\/span>\r\n        '<\/span>db<\/span>'<\/span>:<\/span> 0<\/span>\r\n    },<\/span>\r\n    # recommendation engine settings\r\n<\/span>    '<\/span>recommendation_count<\/span>'<\/span>:<\/span> 10<\/span>,<\/span>\r\n    '<\/span>recommendation<\/span>'<\/span>:<\/span> {<\/span>\r\n        '<\/span>update_interval_sec<\/span>'<\/span>:<\/span> 600<\/span>,<\/span>\r\n        '<\/span>search_depth<\/span>'<\/span>:<\/span> 100<\/span>,<\/span>\r\n        '<\/span>max_history<\/span>'<\/span>:<\/span> 1000<\/span>,<\/span>\r\n    },<\/span>\r\n}<\/span>\r\n\r\nrecommendation<\/span> =<\/span> Recommender<\/span>(<\/span>cf_settings<\/span>)<\/span>\r\n\r\n# register history\r\n<\/span>user_id<\/span> =<\/span> '<\/span>user-00001<\/span>'<\/span>\r\nbuy_items<\/span> =<\/span> [<\/span>'<\/span>Item10<\/span>'<\/span>,<\/span> '<\/span>Item10<\/span>'<\/span>,<\/span> '<\/span>Item10<\/span>'<\/span>,<\/span> '<\/span>Item3<\/span>'<\/span>,<\/span> '<\/span>Item3<\/span>'<\/span>,<\/span> '<\/span>Item1<\/span>'<\/span>]<\/span>\r\nfor<\/span> item_id<\/span> in<\/span> buy_items<\/span>:<\/span>\r\n    recommendation<\/span>.<\/span>register<\/span>(<\/span>item_id<\/span>)<\/span>\r\nrecommendation<\/span>.<\/span>like<\/span>(<\/span>user_id<\/span>,<\/span> buy_items<\/span>)<\/span>\r\n\r\nuser_id<\/span> =<\/span> '<\/span>user-00002<\/span>'<\/span>\r\nbuy_items<\/span> =<\/span> [<\/span>'<\/span>Item10<\/span>'<\/span>,<\/span> '<\/span>Item9<\/span>'<\/span>,<\/span> '<\/span>Item9<\/span>'<\/span>,<\/span> '<\/span>Item3<\/span>'<\/span>,<\/span> '<\/span>Item2<\/span>'<\/span>,<\/span> '<\/span>Item1<\/span>'<\/span>]<\/span>\r\nfor<\/span> item_id<\/span> in<\/span> buy_items<\/span>:<\/span>\r\n    recommendation<\/span>.<\/span>register<\/span>(<\/span>item_id<\/span>)<\/span>\r\nrecommendation<\/span>.<\/span>like<\/span>(<\/span>user_id<\/span>,<\/span> buy_items<\/span>)<\/span>\r\n\r\nuser_id<\/span> =<\/span> '<\/span>user-00003<\/span>'<\/span>\r\nbuy_items<\/span> =<\/span> [<\/span>'<\/span>Item10<\/span>'<\/span>,<\/span> '<\/span>Item10<\/span>'<\/span>,<\/span> '<\/span>Item4<\/span>'<\/span>,<\/span> '<\/span>Item3<\/span>'<\/span>,<\/span> '<\/span>Item1<\/span>'<\/span>,<\/span> '<\/span>Item1<\/span>'<\/span>]<\/span>\r\nfor<\/span> item_id<\/span> in<\/span> buy_items<\/span>:<\/span>\r\n    recommendation<\/span>.<\/span>register<\/span>(<\/span>item_id<\/span>)<\/span>\r\nrecommendation<\/span>.<\/span>like<\/span>(<\/span>user_id<\/span>,<\/span> buy_items<\/span>)<\/span>\r\n\r\nitem_id<\/span> =<\/span> '<\/span>Item1<\/span>'<\/span>\r\nprint<\/span> '<\/span>\u5546\u54c1 Item1 \u3092\u898b\u305f\u4eba\u306f\u4ee5\u4e0b\u306e\u5546\u54c1\u3082\u898b\u3066\u3044\u307e\u3059<\/span>'<\/span>\r\nprint<\/span> recommendation<\/span>.<\/span>get<\/span>(<\/span>item_id<\/span>,<\/span> count<\/span>=<\/span>2<\/span>)<\/span>\r\n<\/code><\/pre>\n
          \u4e00\u65e6\u6267\u884c<\/p>\n
          $ python sample.py\r\n\u5546\u54c1 Item1 \u3092\u898b\u305f\u4eba\u306f\u4ee5\u4e0b\u306e\u5546\u54c1\u3082\u898b\u3066\u3044\u307e\u3059\r\n['Item10', 'Item3']\r\n<\/code><\/pre>\n
          \u6700\u540e<\/h2>\n
          \u975e\u5e38\u7b80\u5355\uff0c\u4f46\u6211\u5c1d\u8bd5\u9a8c\u8bc1\u4e86\u63a8\u8350\u5f15\u64cecf_commendation\u3002\u4f7f\u7528\u8fd9\u4e2a\u5f15\u64ce\u53ef\u4ee5\u5b9e\u73b0\u5404\u79cd\u6709\u8da3\u7684\u529f\u80fd\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
          \u9996\u5148 \u4ece\u4e9a\u9a6c\u900a\u7684\u8d2d\u7269\u4e2d\u5f97\u5230\u7684\u5b9d\u8d35\u63a8\u8350\u529f\u80fd\uff08\u53ea\u6709\u9488\u5bf9\u81ea\u5df1\uff1f\uff09\uff0c\u201c\u8d2d\u4e70\u4e86\u8fd9\u4e2a\u5546\u54c1\u7684\u4eba\u8fd8\u8d2d\u4e70\u4e86\u8fd9\u4e9b\u5546\u54c1\u201d\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-34274","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08Python+Redis\uff09 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08pythonredis\uff09\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08Python+Redis\uff09\" \/>\n<meta property=\"og:description\" content=\"\u9996\u5148 \u4ece\u4e9a\u9a6c\u900a\u7684\u8d2d\u7269\u4e2d\u5f97\u5230\u7684\u5b9d\u8d35\u63a8\u8350\u529f\u80fd\uff08\u53ea\u6709\u9488\u5bf9\u81ea\u5df1\uff1f\uff09\uff0c\u201c\u8d2d\u4e70\u4e86\u8fd9\u4e2a\u5546\u54c1\u7684\u4eba\u8fd8\u8d2d\u4e70\u4e86\u8fd9\u4e9b\u5546\u54c1\u201d\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08pythonredis\uff09\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-04-14T19:49:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T11:37:16+00:00\" \/>\n<meta name=\"author\" content=\"\u97f5, \u79d1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u97f5, \u79d1\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/\",\"name\":\"\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08Python+Redis\uff09 - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-04-14T19:49:44+00:00\",\"dateModified\":\"2024-04-29T11:37:16+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08Python+Redis\uff09\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e\",\"name\":\"\u97f5, \u79d1\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g\",\"caption\":\"\u97f5, \u79d1\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/yunke\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08Python+Redis\uff09 - Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08pythonredis\uff09\/","og_locale":"zh_CN","og_type":"article","og_title":"\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08Python+Redis\uff09","og_description":"\u9996\u5148 \u4ece\u4e9a\u9a6c\u900a\u7684\u8d2d\u7269\u4e2d\u5f97\u5230\u7684\u5b9d\u8d35\u63a8\u8350\u529f\u80fd\uff08\u53ea\u6709\u9488\u5bf9\u81ea\u5df1\uff1f\uff09\uff0c\u201c\u8d2d\u4e70\u4e86\u8fd9\u4e2a\u5546\u54c1\u7684\u4eba\u8fd8\u8d2d\u4e70\u4e86\u8fd9\u4e9b\u5546\u54c1\u201d\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b […]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08pythonredis\uff09\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-04-14T19:49:44+00:00","article_modified_time":"2024-04-29T11:37:16+00:00","author":"\u97f5, \u79d1","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u97f5, \u79d1","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/","name":"\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08Python+Redis\uff09 - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2023-04-14T19:49:44+00:00","dateModified":"2024-04-29T11:37:16+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e"},"breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"\u63a8\u8350\u7cfb\u7edf\u9a8c\u8bc1\uff08Python+Redis\uff09"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/6530331a63adef3b3443a1fab53a0e6e","name":"\u97f5, \u79d1","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/429ccb39b3fff5188bc17986222cfb0936cbadb8cc933cff04ab5ca01bd30a08?s=96&d=mm&r=g","caption":"\u97f5, \u79d1"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/yunke\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e9%aa%8c%e8%af%81%ef%bc%88pythonredis%ef%bc%89\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/34274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=34274"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/34274\/revisions"}],"predecessor-version":[{"id":87233,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/34274\/revisions\/87233"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=34274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=34274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=34274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}