{"id":46216,"date":"2022-11-20T02:53:15","date_gmt":"2023-11-10T08:31:43","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46216-2\/"},"modified":"2024-04-29T01:32:44","modified_gmt":"2024-04-28T17:32:44","slug":"46216-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46216-2\/","title":{"rendered":""},"content":{"rendered":"

AGENDA<\/h1>\n

0.\u306f\u3058\u3081\u306b
\n1.\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb
\n2.SG\u8ffd\u52a0\u3068\u52d5\u4f5c\u78ba\u8a8d
\n3.\u4f7f\u3044\u65b9<\/p>\n

0.\u306f\u3058\u3081\u306b<\/h1>\n

(1)\u524d\u7f6e\u304d
\n\u30fb\u672c\u30b3\u30f3\u30c6\u30f3\u30c4\u306f “[Cloud102]#1 Python\u3092\u59cb\u3081\u3088\u3046”\u306e\u7b2c2\u90e8 Jupyter Notebook\u69cb\u7bc9AWS\u7de8\u3067\u3059\u3002
\n\u7b2c1\u90e8\u306f\u3053\u3061\u3089\uff1a http:\/\/qiita.com\/nagahisa\/items\/f378ff23d93119cb3c60
\n\u30fb\u672c\u5f53\u306fJupyter Notebook\u306f\u3082\u3063\u3068\u5f8c\u534a\u3067\u8aac\u660e\u3059\u308b\u3064\u3082\u308a\u3067\u3057\u305f\u304c\u3001GCP\u7814\u4fee(CPB100)\u306a\u3069\u3067 Jupyter Notebook\u3092\u4f7f\u3046\u3089\u3057\u3044\u306e\u3067\u3001\u601d\u3044\u3063\u304d\u308a\u524d\u5012\u3057\u3066\u8aac\u660e\u3057\u307e\u3059\u3002
\n\u30fb\u305f\u3060\u3001CPB100\u3067\u6271\u3046\u3088\u3046\u306aSpark\u3084TensorFlow\u306b\u306f\u4e00\u5207\u89e6\u308c\u305a\u3001\u4fbf\u5229\u306aPython\u52c9\u5f37\u74b0\u5883\u3068\u3057\u3066Jupyter Notebook\u304c\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u4e8b\u3092\u76ee\u6307\u3057\u307e\u3059\u3002<\/p>\n

(2)\u5143\u60c5\u5831
\nQIITA\u306bUbuntu\u306bJupyter\u5165\u308c\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u3042\u308b\u306e\u3067\u3001\u3053\u308c\u3092Amazon Linux\u7248\u306b\u5909\u66f4\u3057\u3066\u5229\u7528\u3057\u307e\u3059\u3002
\nJupyter\u4e8b\u59cb\u3081
\nhttp:\/\/qiita.com\/taka4sato\/items\/2c3397ff34c440044978<\/p>\n

(3)\u6ce8\u610f\u4e8b\u9805
\n– \u4eca\u56de\u4f7f\u7528\u3059\u308bPython\u306fAmazon Linux\u306b “python”\u3068\u3057\u3066\u5c0e\u5165\u3055\u308c\u3066\u3044\u308b ver.2.7\u7cfb\u3067\u3059\u3002
\n– Python\u306b\u306fver.3\u7cfb\u3082\u3042\u308a\u3001\u4eca\u5f8c\u306e\u4e3b\u529b\u306f\u3053\u3061\u3089\u306b\u306a\u308a\u307e\u3059\u3002
\n– ver.3\u7cfb\u3067\u306f\u5927\u304d\u306a\u4ed5\u69d8\u5909\u66f4\u304c\u5e7e\u3064\u304b\u5165\u3063\u3066\u304a\u308a\u3001ver.2\u7cfb\u3067\u958b\u767a\u3057\u305f\u30b3\u30fc\u30c9\u3068\u4e92\u63db\u6027\u304c\u4e00\u90e8\u306a\u3044\u3068\u3053\u308d\u304c\u3042\u308a\u307e\u3059\u3002
\n– \u81ea\u5206\u306eMac\u30fbWindows\u306b\u74b0\u5883\u69cb\u7bc9\u3055\u308c\u308b\u5834\u5408\u306f\u3001Python\u306e\u4e21\u65b9\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5c0e\u5165\u3057\u3066\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059( pyenv, virtualenv )\u3002<\/p>\n

1. \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n

(1)Amazon Linux\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u8d77\u52d5\uff06SSH\u30ed\u30b0\u30a4\u30f3<\/h2>\n

\u30fb\u524d\u56de(\uff0a)\u306e\u74b0\u5883\u6e96\u5099\u3067\u4f5c\u6210\u3057\u3066\u304a\u3044\u305fAmazon Linux\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002
\n(\uff0a)http:\/\/qiita.com\/nagahisa\/items\/c6bd92992eef42dbe53a<\/p>\n

\"01.png\"<\/div>\n

\u30fb\u8d77\u52d5\u3057\u305f\u3089\u3001\u524d\u56de\u624b\u9806\u3067\u30ed\u30b0\u30a4\u30f3<\/p>\n

Mac\u3067\u306e\u30b3\u30de\u30f3\u30c9\u4f8b\uff1a
\n$ssh -i ~\/.ssh\/cloud102.pem ec2-user@52.198.159.203<\/p>\n

(2) Update\u3068\u5fc5\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n

Amazon Linux\u4e0a\u3067\u4ee5\u4e0b\u3092\u5b9f\u884c\uff1a<\/p>\n

$ sudo yum update
\n$ sudo yum -y upgrade
\n$ sudo yum install -y python-pip libpq-dev python-dev
\n$ sudo pip install -U pip
\n$ sudo \/usr\/local\/bin\/pip install ipython[notebook]
\n$ sudo \/usr\/local\/bin\/pip install numpy pandas matplotlib seaborn scikit-learn<\/p>\n

\u30fb\u307e\u305a\u306fUpdate\uff1a<\/p>\n

$ sudo yum update
\n$ sudo yum -y upgrade<\/p>\n

\"002.png\"<\/div>\n
\"003.png\"<\/div>\n
\"004.png\"<\/div>\n
\"005.png\"<\/div>\n

(3) SG(Security Group)\u4fee\u6b63<\/h2>\n

\u30fbJupyter\u30b5\u30fc\u30d0\u3092\u8d77\u52d5\u3059\u308b\u30dd\u30fc\u30c8(\u4eca\u56de\u306f 8080\/tcp)\u306e\u30a2\u30af\u30bb\u30b9\u3092\u53d7\u3051\u4ed8\u3051\u308b\u3088\u3046\u306bSG\u3092\u4fee\u6b63<\/p>\n

\u30fbVPC\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9 > \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u304b\u3089\u3001\u524d\u56de\u4f5c\u6210\u3057\u305fSG\u306b \u300c8080\/tcp\u8a31\u53ef\u300d\u3092\u8ffd\u52a0<\/p>\n

\"010.png\"<\/div>\n
\"012.png\"<\/div>\n
\"013.png\"<\/div>\n

(4) \u307e\u305a\u306fJupyter Login Password\u306a\u3057\u3067\u8d77\u52d5\u30fb\u30a2\u30af\u30bb\u30b9\u78ba\u8a8d<\/h2>\n

\u30fbconfig\u30d5\u30a1\u30a4\u30eb\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u4f5c\u6210<\/p>\n

\"020.png\"<\/div>\n

\u30fbconfig\u30d5\u30a1\u30a4\u30eb\u306e\u6700\u5f8c\u306b\u4ee5\u4e0b\u3092\u8ffd\u52a0<\/p>\n

c = get_config()
\nc.NotebookApp.ip = ‘*’
\nc.NotebookApp.open_browser = False
\nc.NotebookApp.port = 8080<\/p>\n

\"021.png\"<\/div>\n
\"022.png\"<\/div>\n
\"023.png\"<\/div>\n

\u30fb\u52d5\u4f5c\u78ba\u8a8d\u3067\u304d\u305f\u3089Jupyter\u30b5\u30fc\u30d0\u3092 “Ctrl+C”\u3067\u505c\u6b62<\/p>\n

(5) Jupyter Login Password\u8a2d\u5b9a\u3057\u3066\u8d77\u52d5\u30fb\u30a2\u30af\u30bb\u30b9\u78ba\u8a8d<\/h2>\n
\"SS<\/div>\n

\u30fb~\/.jupyter\/jupyter_notebook_config.py\u306b\u8868\u793a\u3055\u308c\u305fFinger Print\u3092\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8ffd\u52a0<\/p>\n

c.NotebookApp.password = u’\u8868\u793a\u3055\u308c\u305fsha1\u304b\u3089\u59cb\u307e\u308b\u6587\u5b57\u5217\u2019<\/p>\n

\"025.png\"<\/div>\n
\"026.png\"<\/div>\n

3.\u4f7f\u3044\u65b9<\/h1>\n

(1)Notebook\u4f5c\u6210
\n\u30fb\u5143\u60c5\u5831(\uff0a)\u306e\u5f8c\u534a\u3092\u53c2\u7167\u3057\u3066 Notebook\u4f5c\u6210\u3002<\/p>\n

(\uff0a)Jupyter\u4e8b\u59cb\u3081
\nhttp:\/\/qiita.com\/taka4sato\/items\/2c3397ff34c440044978<\/p>\n

(2)\u305b\u3063\u304b\u304f\u306a\u306e\u3067\u3061\u3087\u3063\u3068\u7d71\u8a08\u51e6\u7406\u306b\u89e6\u308c\u308b
\n\u30fb\u4ee5\u4e0b\u3092Notebook\u306e\u30bb\u30eb\u306b\u30b3\u30d4\u3079\u3057\u3066\u5b9f\u884c(Ctrl+Enter)<\/p>\n

%mathplotlib inline\r\n\r\nimport numpy as np\r\nimport mathplotlib.pyplot as plt\r\n\r\nx = np.random.randint(0,100,10000)\r\nplt.hist(x.bins=20)\r\nplt.plot()\r\n<\/code><\/pre>\n
\"e49c7a95-cb7f-c120-8a75-57f81125eac8.png\"<\/div>\n
Enjoy!<\/p>\n","protected":false},"excerpt":{"rendered":"
AGENDA 0.\u306f\u3058\u3081\u306b 1.\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb 2.SG\u8ffd\u52a0\u3068\u52d5\u4f5c\u78ba\u8a8d 3.\u4f7f\u3044\u65b9 0.\u306f\u3058\u3081\u306b (1)\u524d\u7f6e\u304d  […]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46216","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\/46216-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"AGENDA 0.\u306f\u3058\u3081\u306b 1.\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb 2.SG\u8ffd\u52a0\u3068\u52d5\u4f5c\u78ba\u8a8d 3.\u4f7f\u3044\u65b9 0.\u306f\u3058\u3081\u306b (1)\u524d\u7f6e\u304d […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46216-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-10T08:31:43+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-28T17:32:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d634137434c4406d01b83\/9-0.png\" \/>\n<meta name=\"author\" content=\"\u96c5, \u609f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u96c5, \u609f\" \/>\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\/46216-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46216-2\/\",\"name\":\"- Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-11-10T08:31:43+00:00\",\"dateModified\":\"2024-04-28T17:32:44+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/46216-2\/\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - 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