{"id":46361,"date":"2023-02-11T10:47:50","date_gmt":"2022-12-05T15:11:17","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46361-2\/"},"modified":"2024-04-29T14:09:23","modified_gmt":"2024-04-29T06:09:23","slug":"46361-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46361-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u6a5f\u68b0\u5b66\u7fd2\u3067\u5b9f\u9a13\u3057\u305f\u7d50\u679c\u3092\u6b8b\u3059\u3068\u304d\u306a\u3069\u306f Jupyter Notebook \u304c\u4fbf\u5229\u3002<br \/>\nMLlib\u3092\u4f7f\u3063\u305f\u691c\u8a3c\u3092 Jupyter Notebook \u3067\u6b8b\u305b\u308b\u3088\u3046\u306b\u3059\u308b\u3002<br \/>\nUbuntu \u3067\u52d5\u4f5c\u691c\u8a3c\u3057\u3066\u3044\u308b\u304c\u4ed6\u306eOS\u3067\u3082\u3044\u3051\u308b\u306f\u305a\u3002<\/p>\n<h2>1. Python\u74b0\u5883\u69cb\u7bc9 (jupyter, pip)<\/h2>\n<p>\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u53c2\u8003\u306b Anaconda \u3092\u5165\u308c\u308b\u306e\u304c\u697d<\/p>\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u76ee\u6307\u3059\u4eba\u306epython\u74b0\u5883\u69cb\u7bc9 2016<\/ul>\n<h2>2. Spark \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<ul class=\"post-ul\">Ubuntu \u3078\u306e Apache Spark \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/ul>\n<h2>3. Apache Toree (Spark kernel) \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--pre<\/span> toree\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>jupyter toree <span class=\"nb\">install<\/span>\r\n<\/code><\/pre>\n<p>SPARK_HOME \u3092\u8a2d\u5b9a\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u306f $ sudo jupyter toree install &#8211;spark_home=\/spark\/home\/dir \u3067\u6307\u5b9a\u3059\u308b\u3002<br \/>\n\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c \\$HOME\/.local \u306e\u30aa\u30fc\u30ca\u30fc\u304c root \u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u306f \\$USER \u306b\u5909\u66f4\u3059\u308b\u3002<\/p>\n<h2>\u8d77\u52d5<\/h2>\n<p>$ jupyter notebook \u3067\u8d77\u52d5\u3059\u308b\u3068\u4e0b\u56f3\u306e\u3088\u3046\u306b [Apache Toree &#8211; Scala] \u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u308b<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d646637434c4406d04496\/11-0.png\" alt=\"jupyter_scala1.png\" \/><\/div>\n<p>\u30ab\u30fc\u30cd\u30eb\u3092\u9078\u629e\u3057\u305f\u3042\u3068\u3057\u3070\u3089\u304f\u8d77\u52d5\u3092\u5f85\u3064\u5fc5\u8981\u304c\u3042\u308b\u304c\u4e0b\u56f3\u306e\u3088\u3046\u306b Jupyter \u4e0a\u3067 Spark \u3092\u5b9f\u884c\u3067\u304d\u308b<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d646637434c4406d04496\/13-0.png\" alt=\"jupyter_scala2.png\" \/><\/div>\n<h2>\u53c2\u8003<\/h2>\n<ul class=\"post-ul\">apache\/incubator-toree: Mirror of Apache Toree (Incubating)<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6a5f\u68b0\u5b66\u7fd2\u3067\u5b9f\u9a13\u3057\u305f\u7d50\u679c\u3092\u6b8b\u3059\u3068\u304d\u306a\u3069\u306f Jupyter Notebook \u304c\u4fbf\u5229\u3002 MLlib\u3092\u4f7f\u3063\u305f\u691c\u8a3c\u3092  [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46361","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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