{"id":21365,"date":"2023-06-15T06:56:12","date_gmt":"2023-06-14T21:56:12","guid":{"rendered":"http:\/\/www.code-magagine.com\/?p=21365"},"modified":"2023-06-15T23:50:46","modified_gmt":"2023-06-15T14:50:46","slug":"%e3%80%90python%e3%80%91%e7%92%b0%e5%a2%83%e6%a7%8b%e7%af%89%e6%89%8b%e6%b3%95%e6%af%94%e8%bc%83","status":"publish","type":"post","link":"http:\/\/www.code-magagine.com\/?p=21365","title":{"rendered":"\u3010Python\u3011\u74b0\u5883\u69cb\u7bc9\u624b\u6cd5\u6bd4\u8f03"},"content":{"rendered":"\n<p>Python\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u74b0\u5883\u69cb\u7bc9\u624b\u6cd5\u3084\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u51fa\u3066\u304d\u3066\u59cb\u3081\u305f\u3070\u304b\u308a\u306e\u4eba\u306f\u9593\u9055\u3044\u306a\u304f\u6df7\u4e71\u3059\u308b\u306e\u3067\u6df7\u4e71\u3057\u306a\u3044\u3088\u3046\u5099\u5fd8\u9332\u3068\u3057\u3066\u74b0\u5883\u69cb\u7bc9\u624b\u6cd5\u3092\u307e\u3068\u3081\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u74b0\u5883\u69cb\u7bc9\u624b\u6cd5\u306e\u30a4\u30e1\u30fc\u30b8\u56f3<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/www.code-magagine.com\/wp-content\/uploads\/2023\/06\/image-23-664x1024.png\" alt=\"\" class=\"wp-image-21423\" width=\"358\" height=\"552\" srcset=\"http:\/\/www.code-magagine.com\/wp-content\/uploads\/2023\/06\/image-23-664x1024.png 664w, http:\/\/www.code-magagine.com\/wp-content\/uploads\/2023\/06\/image-23-194x300.png 194w, http:\/\/www.code-magagine.com\/wp-content\/uploads\/2023\/06\/image-23.png 704w\" sizes=\"(max-width: 358px) 100vw, 358px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30aa\u30d5\u30e9\u30a4\u30f3\u74b0\u5883<\/h2>\n\n\n\n<p>\u5b9f\u52d9\u3067\u306f\u3053\u3061\u3089\u304c\u30e1\u30a4\u30f3\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9078\u629e\u80a21\uff1aDocker\u74b0\u5883<\/h3>\n\n\n\n<p>\u81ea\u5206\u306ePC\u306b\u76f4\u63a5Python\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3044\u5834\u5408\u306f\u4e0d\u8981\u3067\u3059\u3002\u4eee\u60f3\u74b0\u5883\u306a\u306e\u3067\u74b0\u5883\u3092\u4ed6\u4eba\u3068\u5171\u6709\u3057\u3084\u3059\u3044\u3067\u3059\u3057\u3001\u4e0d\u8981\u306b\u306a\u3063\u305f\u3089\u3044\u3064\u3067\u3082\u524a\u9664\u3067\u304d\u307e\u3059\u3057\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u4e0d\u4e00\u81f4\u304c\u8d77\u3053\u308a\u3065\u3089\u3044\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u4e0a\u8a18\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u5927\u304d\u3044\u306e\u3067\u5b9f\u969b\u306e\u958b\u767a\u73fe\u5834\u3067\u3082\u3088\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Python\u74b0\u5883\u3060\u3051\u3067\u306a\u304fDB\u306a\u3069\u306e\u69cb\u7bc9\u7528\u9014\u3067\u3082\u4f7f\u3048\u308b\u306e\u3067Docker\u5358\u4f53\u3067\u69cb\u7bc9\u3059\u308b\u3068\u3044\u3046\u3088\u308a\u306fAnaconda\u306a\u3069\u4ed6\u306ePython\u74b0\u5883\u69cb\u7bc9\u624b\u6cd5\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Docker<\/h4>\n\n\n\n<p>\u6700\u8fd1\u4eba\u6c17<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">VirtualBox\/Vagrant<\/h4>\n\n\n\n<p>2010\u5e74\u4ee3\u524d\u534a\u301c\u534a\u3070\u304f\u3089\u3044\u307e\u3067\u306f\u3088\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u4eca\u306f\u3042\u307e\u308a\u4f7f\u308f\u308c\u306a\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9078\u629e\u80a22\uff1apyenv+ venv\u3067\u69cb\u7bc9<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">pyenv<\/h4>\n\n\n\n<p>Mac\u306a\u3089\u3053\u308c\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">py.exe<\/h4>\n\n\n\n<p>Windows\u306a\u3089\u3053\u308c\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u7ba1\u7406\u3059\u308b\u76ee\u7684<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\">venv + pip<\/h5>\n\n\n\n<p>\u516c\u5f0f\u3067\u6a19\u6e96\u306e\u74b0\u5883\u69cb\u7bc9\u624b\u6cd5\u3067\u3059\u3002\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4eca\u5f8c\u306a\u304f\u306a\u308b\u3053\u3068\u306f\u307e\u305a\u306a\u3044\u3068\u3044\u3046\u610f\u5473\u3067\u826f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">pipenv<\/h5>\n\n\n\n<p>\u5f97\u3089\u308c\u308b\u52b9\u7528\u3068\u3057\u3066\u306f\u300cvenv + pip\u300d\u3068\u307b\u307c\u5909\u308f\u3089\u306a\u3044\u3067\u3059\u3002\u305f\u3060\u3001venv\u3068pip\u306e\u4e8c\u3064\u306e\u6a5f\u80fd\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4fbf\u5229\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9078\u629e\u80a23\uff1aAnaconda(Miniconda)\u3067\u69cb\u7bc9<\/h3>\n\n\n\n<p>\u4eee\u60f3\u74b0\u5883\u3084\u30d1\u30c3\u30b1\u30fc\u30b8\u7ba1\u7406\u3001python\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u306a\u3069\u5168\u90e8\u5165\u308a\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002(pyenv\u306e\u4e2d\u306banaconda\u3092\u5165\u308c\u8fbc\u3080\u4e8b\u3082\u3067\u304d\u307e\u3059\u304c\u3001\u57fa\u672c\u7684\u306b\u306fpyenv\u7684\u306a\u5f79\u5272\u3082\u6301\u3064\u7528\u9014\u304c\u591a\u3044\u3067\u3059\u3002)<\/p>\n\n\n\n<p>anaconda\u74b0\u5883\u306a\u3089pyenv\u3084venv\u3092\u4f7f\u308f\u306a\u304f\u3066\u3082\u6848\u4ef6\u3054\u3068\u306b\u5225\u306epython\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u5206\u6790\u7cfb\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u3042\u3089\u304b\u3058\u3081\u3042\u308b\u7a0b\u5ea6\u7528\u610f\u3057\u3066\u304f\u308c\u3066\u3044\u308b\u306e\u3067\u3053\u306e\u7528\u9014\u3067\u3042\u308c\u3070\u304b\u306a\u308a\u826f\u3044\u3067\u3059\u3002pip\u3060\u3068\u6a5f\u68b0\u5b66\u7fd2\u7cfb\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4f9d\u5b58\u95a2\u4fc2\u306e\u89e3\u6c7a\u306a\u3069\u306f\u5927\u5909\u3067\u3059\u304c\u3001\u305d\u306e\u8fba\u3092\u3042\u3089\u304b\u3058\u3081\u89e3\u6c7a\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u306a\u304a\u3001Anaconda\u306fJupyter Note\u306a\u3069\u306e\u5b9f\u884c\u74b0\u5883\u3082\u4ed8\u5c5e\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>OS\u306b\u3088\u3063\u3066\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3084\u30b3\u30de\u30f3\u30c9\u304c\u82e5\u5e72\u5909\u308f\u3063\u3066\u304f\u308b\u3002\u304a\u3059\u3059\u3081\u306e\u624b\u6cd5\u306f\u4eca\u56de\u7d39\u4ecb\u3059\u308b\u3053\u308c\u306b\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3001\u5546\u7528\u5229\u7528\u306f\u6709\u511f\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>Miniconda\u306fAnaconda\u3092\u6700\u5c0f\u9650\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u90fd\u5ea6\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u5bb9\u91cf\u304c\u5c0f\u3055\u304f\u7121\u6599\u3067\u4f7f\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9f\u884c\u74b0\u5883<\/h3>\n\n\n\n<p>\u5b9f\u969b\u306b\u4e0a\u8a18\u3067\u74b0\u5883\u69cb\u7bc9\u3057\u305f\u30ea\u30bd\u30fc\u30b9\u3092\u7528\u3044\u3066Python\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3067\u304d\u308b\u74b0\u5883\u306e\u3053\u3068\u3067\u3059\u3002REPL\u3001Visual Studio Code\u3001\u5bfe\u8a71\u578b\u5b9f\u884c\u74b0\u5883\u306eJupyter Note\u3001PyCharm\u306a\u3069\u304c\u6709\u540d\u3067\u3059\u3002\u3069\u308c\u3092\u9078\u3079\u3070\u826f\u3044\u304b\u308f\u304b\u3089\u306a\u3044\u65b9\u306f\u7121\u6599\u3067\u9ad8\u6a5f\u80fd\u306eVisual Studio Code\u3092\u307e\u305a\u306f\u30d5\u30a1\u30fc\u30b9\u30c8\u30c1\u30e7\u30a4\u30b9\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u8a73\u3057\u304f\u306f\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u3082\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><blockquote class=\"wp-embedded-content\" data-secret=\"kMPIdERRxY\"><a href=\"http:\/\/www.code-magagine.com\/?p=4371\">\u3010Python\u3011\u5bfe\u8a71\u5b9f\u884c\u30e2\u30fc\u30c9(REPL)\u3002\u958b\u767a\u74b0\u5883(PyCharm\u3001IDLE\u306a\u3069)<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\u3010Python\u3011\u5bfe\u8a71\u5b9f\u884c\u30e2\u30fc\u30c9(REPL)\u3002\u958b\u767a\u74b0\u5883(PyCharm\u3001IDLE\u306a\u3069)&#8221; &#8212; \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30de\u30ac\u30b8\u30f3\" src=\"http:\/\/www.code-magagine.com\/?p=4371&#038;embed=true#?secret=VzKhZLg86V#?secret=kMPIdERRxY\" data-secret=\"kMPIdERRxY\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3069\u306e\u74b0\u5883\u3092\u9078\u3076\u304b\u3002<\/h2>\n\n\n\n<p>\u7d50\u8ad6\uff1a\u7528\u9014\u306b\u3088\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Windows\u5411\u3051\u30bd\u30d5\u30c8\u4f5c\u6210\u304c\u3057\u305f\u3044\u5834\u5408<\/h3>\n\n\n\n<p>Docker\u306fWindows\u306e\u30a4\u30e1\u30fc\u30b8\u304c\u4f7f\u3048\u306a\u3044\u306e\u3067\u9078\u629e\u80a2\u304b\u3089\u5916\u308c\u307e\u3059\u3002Anaconda or pyenv + venv\u306e\u3069\u3061\u3089\u304b\u3092\u9078\u3073\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u526f\u696d\u3067Windows\u74b0\u5883\u5411\u3051\u306b\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30bd\u30d5\u30c8\u306a\u3069\u3092\u4f5c\u308d\u3046\u3068\u8003\u3048\u3066\u3044\u3089\u3063\u3057\u3083\u308b\u65b9\u306f\u3053\u308c\u306b\u8a72\u5f53\u3059\u308b\u3093\u3058\u3083\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u308a\u305f\u3044\u5834\u5408<\/h3>\n\n\n\n<p>Flask\u3084Django\u306a\u3069\u3067\u3059\u306d\u3002\u30b5\u30fc\u30d0\u30fc\u306fLinux\u7cfb\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001Docker\u306b\u8ecd\u914d\u304c\u4e0a\u304c\u308b\u3093\u3058\u3083\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002Anaconda\u3067\u3082Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u4f5c\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304c\u3001DB\u3092\u3069\u3046\u3059\u308b\u304b\u3068\u304b\u8003\u3048\u305f\u3089\u3084\u3063\u3071\u308a\u30b3\u30f3\u30c6\u30ca\u5316\u3067\u304d\u308bDocker\u3067\u307e\u3068\u3081\u3066\u4f5c\u3063\u3066\u3057\u307e\u3046\u65b9\u304c\u826f\u3044\u3093\u3058\u3083\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a5f\u68b0\u5b66\u7fd2\u7528\u9014<\/h3>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3067\u4f7f\u3048\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u7528\u610f\u3057\u3066\u304f\u308c\u3066\u3044\u308b\u306e\u3067Anaconda\u304c\u826f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\uff08\u5143\u3005Anaconda\u306f\u305d\u3046\u3044\u3046\u7528\u9014\u3067\u4f5c\u3089\u308c\u305f\u307f\u305f\u3044\u3067\u3059\u3057\uff09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30af\u30e9\u30a6\u30c9\u74b0\u5883<\/h2>\n\n\n\n<p>\u74b0\u5883\u69cb\u7bc9\u304c\u9762\u5012\u3067\u3044\u307e\u3059\u3050Python\u3092\u59cb\u3081\u305f\u3044\u3068\u3044\u3046\u5b66\u7fd2\u76ee\u7684\u306a\u3069\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Colaboratory<\/h3>\n\n\n\n<p>Jupyter 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\u74b0\u5883\u69cb\u7bc9\u624b\u6cd5\u306e\u30a4\u30e1\u30fc\u30b8\u56f3 \u30aa\u30d5\u30e9\u30a4\u30f3\u74b0\u5883 \u5b9f\u52d9\u3067\u306f\u3053\u3061\u3089\u304c\u30e1 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