{"id":46075,"date":"2023-06-12T17:22:36","date_gmt":"2022-11-08T23:46:46","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46075-2\/"},"modified":"2024-04-30T08:33:15","modified_gmt":"2024-04-30T00:33:15","slug":"46075-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46075-2\/","title":{"rendered":""},"content":{"rendered":"<p>VScode\u3067\u30ea\u30e2\u30fc\u30c8\u306eJupyter Server\u306b\u63a5\u7d9a\u3057\u305f\u3068\u3053\u308d\u3001\u30ed\u30fc\u30ab\u30eb\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3067\u304d\u3001\u30d5\u30a1\u30a4\u30eb\u5b9f\u884c\u4e2d\u306b\u51fa\u529b\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u30ea\u30e2\u30fc\u30c8\u306b\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<h1>\u306f\u3058\u3081\u306b<\/h1>\n<p>\u666e\u6bb5\u79c1\u306f\u5927\u5b66\u3067Python\u3092\u4f7f\u3063\u305f\u6570\u5024\u8a08\u7b97\u306e\u7814\u7a76\u3092\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u7814\u7a76\u5ba4\u306ePC\u306e\u8a08\u7b97\u8cc7\u6e90\u304c\u4e4f\u3057\u3044\u306e\u3067\u3001\u5b9f\u884c\u74b0\u5883\u306f\u81ea\u5b85\u306ePC\u306b\u69cb\u7bc9\u3057\u3066\u3044\u3066\u3001\u4f5c\u696d\u306f\u81ea\u5b85PC\u3067\u8d77\u52d5\u3057\u305fjupyter notebook\u306e\u30ed\u30fc\u30ab\u30eb\u30dd\u30fc\u30c8\u3092\u306e\u7814\u7a76\u5ba4PC\u306e\u540c\u30dd\u30fc\u30c8\u306b\u30d5\u30a9\u30ef\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u3066\u3044\u307e\u3059\u3002\u30a4\u30e1\u30fc\u30b8\u306f<\/p>\n<p>\u7814\u7a76\u5ba4PC\uff08\u30db\u30b9\u30c8\u540d\uff1alocal\uff09<br \/>\n\u2193 [local] ssh -L 8888:localhost:8888 remote<br \/>\n\u81ea\u5b85PC\uff08\u30db\u30b9\u30c8\u540d\uff1aremote\uff09<br \/>\n\u2193 [remote] jupyter notebook<br \/>\n\u7814\u7a76\u5ba4PC<br \/>\n\u2193 [local] xgd-open http:\/\/localhost:8888\/?token=<\/p>\n<p>\u3053\u3093\u306a\u611f\u3058\u3067\u3059\u3002\u3053\u306e\u65b9\u6cd5\u3067\u306fremote\u306e\u30d5\u30a1\u30a4\u30eb\u3057\u304b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u305b\u3093\u3002\u3044\u3084\u3001\u5c11\u306a\u304f\u3068\u3082\u79c1\u306f\u305d\u3046\u7406\u89e3\u3057\u3066\u3044\u307e\u3059\u3002\u4e21PC\u3068\u3082Windows\u306a\u306e\u3067\u3001remote\u3067\u8d77\u52d5\u3059\u308bjupyter\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092Onedrive\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001local\u3068\u306e\u30d5\u30a1\u30a4\u30eb\u540c\u671f\u3092\u7c21\u5358\u306b\u884c\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u30a4\u30e1\u30fc\u30b8\u306f<\/p>\n<p>C:\/users\/\/onedrive == C:\/users\/\/onedrive<\/p>\n<p>\u3053\u3093\u306a\u611f\u3058\u3067\u3059\u3002<\/p>\n<h3>VScode\u306e\u5c0e\u5165<\/h3>\n<p>\u4eca\u79cb\u3001Visual Studio Code\u3067jupyter notebook\u306e\u30cd\u30a4\u30c6\u30a3\u30d6\u30b5\u30dd\u30fc\u30c8\u304c\u958b\u59cb\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u53c2\u8003\uff1aVS Code\u306ePython\u62e1\u5f35\u304cJupyter\u3092\u30cd\u30a4\u30c6\u30a3\u30d6\u30b5\u30dd\u30fc\u30c8\u3057\u305f\u305d\u3046\u306a\u306e\u3067\u65e9\u901f\u4f7f\u3063\u3066\u307f\u305f\u3002<\/p>\n<p>jupyter notebook\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u958b\u767a\u74b0\u5883\u3053\u305d\u5229\u70b9\u3067\u3042\u308c\u3069\u3001Atom\u306a\u3069\u9ad8\u6027\u80fd\u306a\u30c6\u30ad\u30b9\u30c8\u30a8\u30c7\u30a3\u30bf\u306b\u3064\u3044\u3066\u304f\u308b\u3088\u3046\u306a\u88dc\u52a9\u6a5f\u80fd\u306f\u306a\u304f\u3001\u307e\u305fWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308b\u304b\u3089UI\u306e\u30b9\u30bf\u30a4\u30eb\u3092css\u3067\u8a18\u8ff0\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u304f\u3001\u306a\u306b\u304b\u3068\u9762\u5012\u3067\u3059\u3002<br \/>\nVScode\u306e\u3053\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306f\u30ea\u30e2\u30fc\u30c8jupyter server\u306b\u63a5\u7d9a\u3059\u308b\u6a5f\u80fd\u3082\u3042\u308b\u3068\u805e\u304d\u3064\u3051\u3001\u79c1\u3082\u4e57\u308b\u3057\u304b\u306a\u3044\u3001\u3053\u306e\u30d3\u30c3\u30b0\u30a6\u30a7\u30fc\u30d6\u306b\u3068\u4e00\u5ff5\u767a\u8d77\u3057\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u307e\u3060\u30ea\u30ea\u30fc\u30b9\u6570\u30f6\u6708\u3067\u3042\u308b\u304b\u3089\u304b\u3001\u3053\u306e\u30ea\u30e2\u30fc\u30c8jupyter server\u306b\u63a5\u7d9a\u3059\u308b\u3068\u3044\u3046\u6a5f\u80fd\u306b\u6ce8\u76ee\u3057\u305f\u8a18\u4e8b\u304c\u307e\u308b\u3067\u306a\u3044\u3058\u3083\u306a\u3044\u3067\u3059\u304b\u3002\u624b\u63a2\u308a\u3067\u89e6\u3063\u3066\u307f\u305f\u3068\u3053\u308d\u3001\u300c\u30ed\u30fc\u30ab\u30eb\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30ea\u30e2\u30fc\u30c8\u306e\u5b9f\u884c\u74b0\u5883\u3067\u5b9f\u884c\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u3001\u79c1\u306e\u4e2d\u3067\u306f\u771f\u65b0\u3057\u3044\u6280\u8853\u306b\u51fa\u4f1a\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3082\u305d\u306e\u6319\u52d5\u304c\u76f4\u611f\u7684\u306b\u306f\u7406\u89e3\u3067\u304d\u306a\u3044\u3082\u306e\u3060\u3063\u305f\u306e\u3067\u3001\u8a18\u4e8b\u306b\u3057\u3066\u5171\u6709\u3057\u3066\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3057\u305f\u3002<\/p>\n<h1>\u5b9f\u884c\u74b0\u5883<\/h1>\n<p>\u304a\u8a66\u3057\u306a\u306e\u3067\u3001\u30ed\u30fc\u30ab\u30ebPC\u306f\u524d\u8ff0\u306e\u7814\u7a76\u5ba4PC\u3067\u306f\u306a\u304f\u3001\u624b\u6301\u3061\u306e\u30ce\u30fc\u30c8PC\u3092\u4f7f\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u30db\u30b9\u30c8\u540d: remote ;\u8a08\u7b97\u8cc7\u6e90\u76db\u308a\u76db\u308a\u306e\u30de\u30c3\u30c1\u30e7desktop<br \/>\nwin10, python3.6, jupyter<\/p>\n<p>\u30db\u30b9\u30c8\u540d: local ;CPU\u304catom\u306e\u30af\u30ed\u30c3\u30af1GHz\u7a0b\u5ea6\u306e\u30ac\u30ealaptop<br \/>\nwin10, python3.6, jupyter, VScode<\/p>\n<h3>VScode\u306e\u74b0\u5883<\/h3>\n<p>\u30cd\u30c3\u30c8\u306b\u8ee2\u304c\u3063\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u5272\u611b\u3002\u672c\u4f53\u3068\u65e5\u672c\u8a9e\u3068python\u30a2\u30c9\u30aa\u30f3\u5165\u308c\u305f\u3060\u3051\u3067\u3059\u3002<\/p>\n<h1>\u624b\u63a2\u308a\u5b9f\u9a13<\/h1>\n<p>\u30ed\u30fc\u30ab\u30eb\u306aVScode\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092local_dir\u3001\u30ea\u30e2\u30fc\u30c8\u306ajupyter server\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092remote_dir\u3068\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u3001\u30ed\u30fc\u30ab\u30eb\u306a\u74b0\u5883\u3067\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002VScode\u306e\u30b3\u30de\u30f3\u30c9\u30d1\u30ec\u30c3\u30c8\u306b\u4e0b\u8a18\u3092\u6253\u3061\u3001\u7a7a\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u958b\u304d\u307e\u3059\u3002<\/p>\n<p>Python: Create New Blank Jupyter Notebook<\/p>\n<p>\u305d\u3057\u3066\u3001\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u30bb\u30eb\u306b\u66f8\u304d\u3001\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">#ln[1]\r\n<\/span><span class=\"kn\">import<\/span> <span class=\"nn\">socket<\/span>\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">socket<\/span><span class=\"p\">.<\/span><span class=\"n\">gethostname<\/span><span class=\"p\">())<\/span>\r\n\r\n<span class=\"c1\">#Out[1]\r\n<\/span><span class=\"s\">'local'<\/span> <span class=\"c1\">#\u30ed\u30fc\u30ab\u30ebPC\u306e\u30db\u30b9\u30c8\u540d\r\n<\/span><\/code><\/pre>\n<p>\u30ed\u30fc\u30ab\u30eb\u306e\u74b0\u5883\u3067\u5b9f\u884c\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n\u6b21\u306b\u3001\u30ea\u30e2\u30fc\u30c8\u306ejupyter server\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/p>\n<p>Python: Specify local or remote Jupyter server for connections<\/p>\n<p>\u3059\u308b\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u51fa\u3066\u304f\u308b\u306e\u3067\u3001\u30ea\u30e2\u30fc\u30c8\u306ejupyter notebook\u306eURL\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u79c1\u306e\u74b0\u5883\u3067\u306f\u524d\u8ff0\u306e\u901a\u308a\u3001\u5225\u9014ssh\u3057\u305f\u524d\u63d0\u3067<\/p>\n<p>http:\/\/localhost:8888\/?token=<\/p>\n<p>\u3067\u3059\u306d\u3002<br \/>\n\u3059\u308b\u3068local_dir\u306b\u306f\u96a0\u3057\u30d5\u30a9\u30eb\u30c0\u3068\u30d5\u30a1\u30a4\u30eb\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"python.dataScience.jupyterServerURI\"<\/span><span class=\"p\">:<\/span> <span class=\"err\">http:\/\/localhost:<\/span><span class=\"mi\">8888<\/span><span class=\"err\">\/?token=&lt;token&gt;<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u3053\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u304c\u3042\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3067\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u958b\u304f\u3068\u3001\u5b9f\u884c\u74b0\u5883\u304c\u30ea\u30e2\u30fc\u30c8\u306b\u79fb\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">#ln[1]\r\n<\/span><span class=\"kn\">import<\/span> <span class=\"nn\">socket<\/span>\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">socket<\/span><span class=\"p\">.<\/span><span class=\"n\">gethostname<\/span><span class=\"p\">())<\/span>\r\n\r\n<span class=\"c1\">#Out[1]\r\n<\/span><span class=\"s\">'remote'<\/span> <span class=\"c1\">#\u30ea\u30e2\u30fc\u30c8PC\u306e\u30db\u30b9\u30c8\u540d\r\n<\/span><\/code><\/pre>\n<p>\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u306e\u5b9f\u4f53\u306f\u3069\u3053\u306b\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">#ln[2]\r\n<\/span><span class=\"kn\">import<\/span> <span class=\"nn\">os<\/span>\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">os<\/span><span class=\"p\">.<\/span><span class=\"n\">path<\/span><span class=\"p\">.<\/span><span class=\"n\">abspath<\/span><span class=\"p\">(<\/span><span class=\"s\">\"\"<\/span><span class=\"p\">))<\/span>\r\n\r\n<span class=\"c1\">#Out[2]\r\n<\/span><span class=\"s\">'&lt;remote_dir&gt;'<\/span> <span class=\"c1\">#jupyter server\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\r\n<\/span><\/code><\/pre>\n<p>\u30ed\u30fc\u30ab\u30eb\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u3044\u3066\u3044\u305f\u3064\u3082\u308a\u304c\u3001\u30ea\u30e2\u30fc\u30c8PC\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u3042\u308b\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u3044\u3066\u3044\u308b\u3053\u3068\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\njupyter notebook\u3092\u958b\u3044\u305f\u30ea\u30e2\u30fc\u30c8\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8997\u3044\u3066\u307f\u308b\u3068\u3001\u4f55\u3089\u304b\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u304c\u884c\u308f\u308c\u3066\u3044\u308b\u5f62\u8de1\u304c\u30ed\u30b0\u306b\u898b\u3089\u308c\u307e\u3057\u305f\u3002\u5b9f\u969b\u306b\u306fjupyter server\u306e\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306bUntitled[0-9]+.ipynb\u3068\u3044\u3046\u540d\u524d\u3067\u30ed\u30fc\u30ab\u30eb\u30d5\u30a1\u30a4\u30eb\u304c\u30ad\u30e3\u30c3\u30b7\u30e5\u3055\u308c\u3001VScode\u3092\u7d42\u4e86\u3059\u308b\u3068\u30ad\u30e3\u30c3\u30b7\u30e5\u304c\u524a\u9664\u3055\u308c\u308b\u3088\u3046\u3067\u3059\u3002<br \/>\n\u3053\u306e\u72b6\u614b\u3067\u4f55\u3089\u304b\u306e\u30d5\u30a1\u30a4\u30eb\u51fa\u529b\u3092\u8a66\u307f\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">#ln[3]\r\n<\/span><span class=\"kn\">import<\/span> <span class=\"nn\">numpy<\/span> <span class=\"k\">as<\/span> <span class=\"n\">np<\/span>\r\n<span class=\"n\">a<\/span> <span class=\"o\">=<\/span> <span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">array<\/span><span class=\"p\">([<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span><span class=\"mi\">3<\/span><span class=\"p\">])<\/span>\r\n<span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">savetxt<\/span><span class=\"p\">(<\/span><span class=\"s\">\"whereami.csv\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">a<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>whereami.csv\u306f\u3069\u3053\u306b\u51fa\u529b\u3055\u308c\u308b\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p>~\/remote_dir\/whereami.csv<\/p>\n<p>\u3067\u3057\u305f\u3002<\/p>\n<h1>\u307e\u3068\u3081<\/h1>\n<p>\u30ea\u30e2\u30fc\u30c8\u3060\u3051\u3069\u3001\u30ea\u30e2\u30fc\u30c8\u3058\u3083\u306a\u304b\u3063\u305f\uff01<\/p>\n<h1>\u53c2\u8003<\/h1>\n<p>Visual Studio Code\u3067Jupyter Notebook\u3092\u52d5\u304b\u3057\u3066\u307f\u305f<br \/>\nhttps:\/\/dev.classmethod.jp\/server-side\/python\/visual-studio-code-jupyter-notebook\/<\/p>\n<p>VS Code\u306ePython\u62e1\u5f35\u304cJupyter\u3092\u30cd\u30a4\u30c6\u30a3\u30d6\u30b5\u30dd\u30fc\u30c8\u3057\u305f\u305d\u3046\u306a\u306e\u3067\u65e9\u901f\u4f7f\u3063\u3066\u307f\u305f\u3002<br \/>\nhttps:\/\/qiita.com\/simonritchie\/items\/5d865e72dba47cf8f6c0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>VScode\u3067\u30ea\u30e2\u30fc\u30c8\u306eJupyter Server\u306b\u63a5\u7d9a\u3057\u305f\u3068\u3053\u308d\u3001\u30ed\u30fc\u30ab\u30eb\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3067\u304d\u3001\u30d5\u30a1\u30a4\u30eb\u5b9f [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46075","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - 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