{"id":46082,"date":"2023-09-14T12:43:49","date_gmt":"2023-07-24T11:11:07","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46082-2\/"},"modified":"2024-05-03T23:43:19","modified_gmt":"2024-05-03T15:43:19","slug":"46082-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46082-2\/","title":{"rendered":""},"content":{"rendered":"

\u6982\u8981<\/h1>\n

\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3084RPA\u5b66\u7fd2\u306e\u305f\u3081\u306bJupyter lab\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3068\u304d\u306e\u30e1\u30e2\u3002<\/p>\n

\u74b0\u5883\u69cb\u7bc9<\/h1>\n

\u52d5\u4f5c\u74b0\u5883<\/h2>\n
$ uname -a ; docker --version                    \r\nDarwin uni.local 20.6.0 Darwin Kernel Version 20.6.0: Wed Jun 23 00:26:31 PDT 2021; root:xnu-7195.141.2~5\/RELEASE_X86_64 x86_64\r\nDocker version 20.10.13, build a224086\r\n<\/code><\/pre>\n
Docker\u30a4\u30e1\u30fc\u30b8<\/h2>\n
\u30b3\u30f3\u30c6\u30ca\u3067\u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c7\u30a3\u30f3\u30b0 & \u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30de\u30a6\u30f3\u30c8\u3067\u30ed\u30fc\u30ab\u30eb\u304b\u3089\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002
\n\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u306fJupyter Docker Stacks\u306b\u8907\u6570\u3042\u308b\u306e\u3067\u81ea\u5206\u306b\u5408\u3063\u305f\u3082\u306e\u3092\u3002
\n\u500b\u4eba\u7528\u3060\u3068jupyter\/scipy-notebook\/\u3067\u5341\u5206\u3089\u3057\u3044\u306e\u3067\u3053\u308c\u3092\u4f7f\u3046\u3002<\/p>\n
$ docker pull jupyter\/scipy-notebook\r\n$ docker images\r\n<\/code><\/pre>\n
$ docker run -d -v \r\n\"Path\":\/home\/jovyan\/work\r\n-e NB_GID=100 \r\n-e GEN_CERT=yes\r\n-e GRANT_SUDO=yes\r\n--user root\r\n-p 8888:8888 jupyter\/scipy-notebook start-notebook.sh \r\n--NotebookApp.token='' \r\n<\/code><\/pre>\n
\n
\u30c7\u30d5\u30a9\u30eb\u30c8\u306eJovyan\u30e6\u30fc\u30b6\u306fsudo\u6a29\u9650\u304c\u306a\u3044\u306e\u3067sudo\u3092\u4f7f\u3044\u305f\u3044\u5834\u5408\u306f\u4e0b\u8a18\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u30d3\u30eb\u30c9\u3059\u308b
\nansible\u3082\u4f7f\u3044\u305f\u304b\u3063\u305f\u3051\u3069 sshpass \u304c\u306a\u3044\u3068\u52d5\u304b\u306a\u304b\u3063\u305f\u306e\u3067 root \u3067\u518d\u30d3\u30eb\u30c9\u3057\u305f\u3002
\n-e GRANT_SUDO=yes
\n–user root<\/p>\n<\/div>\n
    \n
  • \n
      Jupyter notebook\u306b\u30d6\u30e9\u30a6\u30b6\u3067\u30ed\u30b0\u30a4\u30f3\u6642\u306b\u30c8\u30fc\u30af\u30f3\u304c\u5fc5\u8981\u306b\u306a\u308b\u306e\u3067\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u51fa\u529b\u3055\u308c\u308b\u30c8\u30fc\u30af\u30f3\u3092\u30b3\u30d4\u30fc\u3057\u3066\u304a\u304f<\/ul>\n<\/li>\n<\/ul>\n
       <\/p>\n
        \u30b3\u30f3\u30c6\u30ca\u8d77\u52d5\u6642\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30de\u30a6\u30f3\u30c8\u3059\u308b\u306e\u3067\u3001\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3057\u3066\u304b\u3089\u8d77\u52d5\u3059\u308b<\/ul>\n
        Jupyter\u30b3\u30f3\u30d5\u30a3\u30b0\u8a2d\u5b9a\uff08\u4efb\u610f\uff09<\/h2>\n
        IP\u3001\u30dd\u30fc\u30c8\u3001\u30c8\u30fc\u30af\u30f3\u3001\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306a\u3069\u6307\u5b9a\u3067\u304d\u308b<\/p>\n
        $ jupyter notebook --generate-config\r\n<\/code><\/pre>\n
        \u30d5\u30a1\u30a4\u30eb\uff08~\/.jupyter\/jupyter_notebook_config.py\uff09\u306f\u5168\u3066\u30b3\u30e1\u30f3\u30c8\u30a2\u30a6\u30c8\u3055\u308c\u3066\u3044\u308b\u96db\u5f62\u306b\u306a\u308b\u306e\u3067\u597d\u304d\u306a\u90e8\u5206\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u5916\u3057\u3066\u8a2d\u5b9a\u3059\u308b<\/p>\n
        token\u7121\u3057\u306e\u5834\u5408\u306f ” \u3067\u8a2d\u5b9a\u3059\u308b\uff08\u975e\u63a8\u5968\uff09<\/p>\n
        c = get_config()\r\nc.NotebookApp.ip = '0.0.0.0'\r\nc.NotebookApp.open_browser = False\r\nc.NotebookApp.port = 8080\r\nc.NotebookApp.token = ''\r\nc.NotebookApp.password = u'sha1:xxxx'\r\n<\/code><\/pre>\n
        \u30d1\u30b9\u30ef\u30fc\u30c9\u306fSHA1\u306e\u30cf\u30c3\u30b7\u30e5\u5024\u306b\u306a\u308b\u306e\u3067\u4e0b\u8a18\u30b3\u30de\u30f3\u30c9\u3067\u51fa\u529b\u3055\u308c\u308b\u30cf\u30c3\u30b7\u30e5\u5024\u3092\u5165\u308c\u308b<\/p>\n
        $ python -c \"import IPython;print(IPython.lib.passwd())\"\r\n<\/code><\/pre>\n
        Jupyter\u8d77\u52d5<\/h2>\n
        # \u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u8d77\u52d5\r\n$ jupyter notebook\r\n\r\n# \u30e9\u30dc\u8d77\u52d5\uff08\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5fc5\u8981\uff09\r\n$ jupyter lab\r\n<\/code><\/pre>\n
        \"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
        \"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
        Python\u5b9f\u884c<\/h1>\n
        \u30b3\u30fc\u30c9\u5165\u529b<\/h2>\n
        \u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u5b66\u7fd2\u3067\u4f5c\u3063\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5165\u529b\u3057\u3066\u52d5\u4f5c\u3092\u78ba\u8a8d
        \n\u5909\u6570\u306b\u6307\u5b9a\u3057\u305f\u5e74\u5ea6\u306e\u4f4f\u307f\u305f\u3044\u8857\u30e9\u30f3\u30ad\u30f3\u30b0\u60c5\u5831\u3092CSV\u51fa\u529b\u3059\u308b<\/p>\n
        year<\/span> =<\/span> '<\/span>2019<\/span>'<\/span>\r\n# \u4f8b) year = '2020'\r\n<\/span>\r\nimport<\/span> requests<\/span>\r\nfrom<\/span> bs4<\/span> import<\/span> BeautifulSoup<\/span>\r\n\r\n# \u5909\u6570\u8a2d\u5b9a\r\n<\/span>err_msg1<\/span> =<\/span> '<\/span>error<\/span>'<\/span>\r\nurl<\/span> =<\/span> xxxxxx<\/span>\r\nres<\/span> =<\/span> requests<\/span>.<\/span>get<\/span>(<\/span>url<\/span>)<\/span>\r\nsoup<\/span> =<\/span> BeautifulSoup<\/span>(<\/span>res<\/span>.<\/span>text<\/span>,<\/span> '<\/span>html.parser<\/span>'<\/span>)<\/span>\r\n\r\nrank_list<\/span> =<\/span> soup<\/span>.<\/span>find_all<\/span>(<\/span>attrs<\/span>=<\/span>{<\/span>'<\/span>class<\/span>'<\/span>:<\/span> '<\/span>matrixdatabox<\/span>'<\/span>})[<\/span>0<\/span>]<\/span>\r\nitem_list<\/span> =<\/span> []<\/span>\r\nfor<\/span> item<\/span> in<\/span> rank_list<\/span>.<\/span>select<\/span>(<\/span>'<\/span>tr<\/span>'<\/span>):<\/span>\r\n    if<\/span> '<\/span>\u9806\u4f4d<\/span>'<\/span> in<\/span> item<\/span>.<\/span>text<\/span>:<\/span>\r\n        continue<\/span>\r\n\r\n    item<\/span> =<\/span> item<\/span>.<\/span>text<\/span>.<\/span>replace<\/span>(<\/span>'<\/span>\\n<\/span>'<\/span>,<\/span> '<\/span>,<\/span>'<\/span>)<\/span>\r\n    columns<\/span> =<\/span> item<\/span>.<\/span>split<\/span>(<\/span>'<\/span>,<\/span>'<\/span>)<\/span>\r\n    rank<\/span> =<\/span> int<\/span>(<\/span>columns<\/span>[<\/span>1<\/span>].<\/span>replace<\/span>(<\/span>'<\/span>\u4f4d<\/span>'<\/span>,<\/span> ''<\/span>))<\/span>\r\n    name<\/span> =<\/span> columns<\/span>[<\/span>2<\/span>]<\/span>\r\n    point<\/span> =<\/span> int<\/span>(<\/span>columns<\/span>[<\/span>3<\/span>].<\/span>replace<\/span>(<\/span>'<\/span> '<\/span>,<\/span> ''<\/span>))<\/span>\r\n    \r\n    \r\n    _item_list<\/span> =<\/span> rank<\/span>,<\/span> name<\/span>,<\/span> point<\/span>\r\n    item_list<\/span>.<\/span>append<\/span>(<\/span>_item_list<\/span>)<\/span>\r\n\r\nimport<\/span> pandas<\/span> as<\/span> pd<\/span>\r\ndf<\/span> =<\/span> pd<\/span>.<\/span>DataFrame<\/span>(<\/span>item_list<\/span>)<\/span>\r\ndf<\/span>.<\/span>columns<\/span>=<\/span>[<\/span>'<\/span>\u9806\u4f4d<\/span>'<\/span>,<\/span>'<\/span>\u99c5\u540d\uff08\u4ee3\u8868\u7684\u306a\u6cbf\u7dda\u540d\uff09<\/span>'<\/span>,<\/span>'<\/span>\u5f97\u70b9<\/span>'<\/span>]<\/span>\r\ndf<\/span>.<\/span>to_csv<\/span>(<\/span>f<\/span>'<\/span>.\/csv\/<\/span>{<\/span>year<\/span>}<\/span>\u5e74_\u4f4f\u307f\u305f\u3044\u8857\u30e9\u30f3\u30ad\u30f3\u30b0.csv<\/span>'<\/span>,<\/span> index<\/span>=<\/span>False<\/span>)<\/span>\r\n<\/code><\/pre>\n
        \u30de\u30fc\u30af\u30c0\u30a6\u30f3\u306f\u4e00\u822c\u7684\u306a\u66f8\u304d\u65b9\u3060\u3051\u3069note\u3068\u304b\u306f\u5165\u3089\u306a\u3044
        \n\u51e6\u7406\u5358\u4f53\u3067\u51fa\u529b\u7d50\u679c\u304c\u51fa\u308b\u306e\u3067\u5206\u304b\u308a\u3084\u3059\u3044<\/p>\n
        \"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n","protected":false},"excerpt":{"rendered":"
        \u6982\u8981 \u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3084RPA\u5b66\u7fd2\u306e\u305f\u3081\u306bJupyter lab\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3068\u304d\u306e\u30e1\u30e2\u3002 \u74b0\u5883\u69cb\u7bc9 \u52d5\u4f5c\u74b0 […]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46082","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- 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\/46082-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u6982\u8981 \u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3084RPA\u5b66\u7fd2\u306e\u305f\u3081\u306bJupyter lab\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3068\u304d\u306e\u30e1\u30e2\u3002 \u74b0\u5883\u69cb\u7bc9 \u52d5\u4f5c\u74b0 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46082-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-24T11:11:07+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-03T15:43:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62f637434c4406d0117f\/21-0.png\" \/>\n<meta name=\"author\" content=\"\u6e05, \u626c\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6e05, \u626c\" \/>\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\/46082-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46082-2\/\",\"name\":\"- Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-07-24T11:11:07+00:00\",\"dateModified\":\"2024-05-03T15:43:19+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/cb5556d2501da73d864cac945e8d9461\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/46082-2\/\"]}]},{\"@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\/cb5556d2501da73d864cac945e8d9461\",\"name\":\"\u6e05, \u626c\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g\",\"caption\":\"\u6e05, \u626c\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyang\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/46082-2\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"- 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\/46082-2\/","og_locale":"zh_CN","og_type":"article","og_description":"\u6982\u8981 \u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3084RPA\u5b66\u7fd2\u306e\u305f\u3081\u306bJupyter lab\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3068\u304d\u306e\u30e1\u30e2\u3002 \u74b0\u5883\u69cb\u7bc9 \u52d5\u4f5c\u74b0 […]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/46082-2\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-07-24T11:11:07+00:00","article_modified_time":"2024-05-03T15:43:19+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62f637434c4406d0117f\/21-0.png"}],"author":"\u6e05, \u626c","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u6e05, \u626c","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/46082-2\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/46082-2\/","name":"- Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2023-07-24T11:11:07+00:00","dateModified":"2024-05-03T15:43:19+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/cb5556d2501da73d864cac945e8d9461"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/46082-2\/"]}]},{"@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\/cb5556d2501da73d864cac945e8d9461","name":"\u6e05, \u626c","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g","caption":"\u6e05, \u626c"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyang\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/46082-2\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46082","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\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=46082"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46082\/revisions"}],"predecessor-version":[{"id":94815,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46082\/revisions\/94815"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=46082"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=46082"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=46082"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}