{"id":599722,"date":"2025-09-15T05:49:41","date_gmt":"2025-09-15T04:49:41","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=pycharm&#038;p=599722"},"modified":"2025-09-15T06:01:02","modified_gmt":"2025-09-15T05:01:02","slug":"the-state-of-python","status":"publish","type":"pycharm","link":"https:\/\/blog.jetbrains.com\/ja\/pycharm\/2025\/09\/the-state-of-python\/","title":{"rendered":"2025 \u5e74 Python \u306e\u73fe\u72b6"},"content":{"rendered":"\n<p><em>\u3053\u308c\u306f\u3001Talk Python \u306e\u5275\u8a2d\u8005\u3067\u3042\u308a PSF Fellow \u3067\u3042\u308b <a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/08\/the-state-of-python-2025\/#author\" data-type=\"link\" data-id=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/08\/the-state-of-python-2025\/#author\">Michael Kennedy<\/a> \u6c0f\u306b\u3088\u308b\u30b2\u30b9\u30c8\u6295\u7a3f\u8a18\u4e8b\u3067\u3059\u3002<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"2560\" height=\"1440\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/Blog-Featured-1280x720-5.png\" alt=\"2025 \u5e74 Python \u306e\u73fe\u72b6\" class=\"wp-image-591576\"\/><\/figure>\n\n\n\n<p><a href=\"https:\/\/lp.jetbrains.com\/ja-jp\/python-developers-survey-2024\/\" target=\"_blank\" rel=\"noopener\">\u7b2c 8 \u56de\u76ee\u306e\u5e74\u6b21 Python \u958b\u767a\u8005\u30a2\u30f3\u30b1\u30fc\u30c8<\/a>\u306e\u30cf\u30a4\u30e9\u30a4\u30c8\u3001\u30c8\u30ec\u30f3\u30c9\u3001\u304a\u3088\u3073\u4e3b\u306a\u5bfe\u5fdc\u4e8b\u9805\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u3053\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u306f\u3001Python Software Foundation \u3068 JetBrains \u306e PyCharm \u30c1\u30fc\u30e0\u306e\u63d0\u643a\u306b\u3088\u3063\u3066\u5b9f\u65bd\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Michael Kennedy \u3068\u7533\u3057\u307e\u3059\u3002\u79c1\u306f 30,000 \u4ef6\u3092\u8d85\u3048\u308b\u30a2\u30f3\u30b1\u30fc\u30c8\u56de\u7b54\u3092\u5206\u6790\u3057\u3001\u6700\u3082\u6ce8\u76ee\u3059\u3079\u304d\u30c8\u30ec\u30f3\u30c9\u3068\u4e88\u6e2c\u3092\u5c0e\u304d\u51fa\u3057\u3001\u7686\u3055\u3093\u306e Python \u696d\u754c\u306b\u304a\u3051\u308b\u30ad\u30e3\u30ea\u30a2\u5411\u4e0a\u306b\u3064\u306a\u304c\u308b\u3055\u307e\u3056\u307e\u306a\u5bfe\u5fdc\u4e8b\u9805\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u79c1\u306f\u300c<em>Talk Python to Me<\/em>\u300d\u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u306e\u30db\u30b9\u30c8\u3068\u3044\u3046\u30e6\u30cb\u30fc\u30af\u306a\u7acb\u5834\u306b\u3042\u308a\u307e\u3059\u3002 \u904e\u53bb 10 \u5e74\u306b\u308f\u305f\u308a\u3001Python \u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u6700\u3082\u91cd\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u8a00\u8a9e\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u652f\u3048\u308b\u4eba\u305f\u3061\u306b\u6bce\u9031\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u3057\u3066\u304d\u307e\u3057\u305f\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u3053\u306e\u6bd4\u8f03\u7684\u5927\u898f\u6a21\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u306e\u7d4c\u9a13\u3092\u6d3b\u304b\u3057\u3001\u6bce\u5e74\u5b9f\u65bd\u3055\u308c\u308b\u3053\u306e\u91cd\u8981\u306a\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u7d50\u679c\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3054\u81ea\u8eab\u306e\u4ed5\u4e8b\u3084\u88fd\u54c1\u30fb\u30b5\u30fc\u30d3\u30b9\u304c Python \u306e\u30c8\u30ec\u30f3\u30c9\u306b\u5de6\u53f3\u3055\u308c\u308b\u65b9\u3001\u3042\u308b\u3044\u306f\u5e83\u3044\u610f\u5473\u3067 Python \u958b\u767a\u306b\u643a\u308f\u3063\u3066\u3044\u308b\u65b9\u306f\u3001\u305c\u3072\u3053\u306e\u8a18\u4e8b\u3092\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\u3002 \u4ed6\u306e\u60c5\u5831\u6e90\u304b\u3089\u306f\u3064\u304b\u307f\u306b\u304f\u3044\u591a\u6570\u306e\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2025 \u5e74\u306e Python \u306e\u4e3b\u306a\u30c8\u30ec\u30f3\u30c9<\/h2>\n\n\n\n<p>\u65e9\u901f\u3067\u3059\u304c\u3001Python \u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u7d50\u679c\u306b\u57fa\u3065\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u30c8\u30ec\u30f3\u30c9\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"787\" height=\"1600\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/image-14.png\" alt=\"2025 \u5e74\u306e Python \u306e\u4e3b\u306a\u30c8\u30ec\u30f3\u30c9\" class=\"wp-image-591587\"\/><\/figure>\n\n\n                    <div class=\"alert \">\n            <p><strong>Note:<\/strong> 2025 \u5e74 Python \u306e\u73fe\u72b6<br \/>\r\n30,000 \u4eba\u4ee5\u4e0a\u306e Python \u958b\u767a\u8005\u304b\u3089\u96c6\u3081\u305f\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u56de\u7b54\u306b\u57fa\u3065\u304d\u307e\u3059\u3002<br \/>\r\n<br \/>\r\n* 50% \u306e Python \u958b\u767a\u8005\u306f\u696d\u52d9\u7d4c\u9a13\u5e74\u6570\u304c 2 \u5e74\u672a\u6e80\u3067\u3059\u3002<br \/>\r\n* 51% \u304c\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3068\u51e6\u7406\u306b Python \u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059<br \/>\r\n* 46% \u304c\u30a6\u30a7\u30d6\u958b\u767a\u306b Python \u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059<br \/>\r\n* FastAPI \u306e\u4f7f\u7528\u7387\u306f 1 \u5e74\u3067 29% \u304b\u3089 38% \u306b\u4f38\u3073\u307e\u3057\u305f<br \/>\r\n* 83% \u304c\u4f9d\u7136\u3068\u3057\u3066\u53e4\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306e Python \u3092\u5b9f\u884c\u3057\u3066\u3044\u307e\u3059<br \/>\r\n* 3 \u4eba\u306b 1 \u4eba\u304c OSS \u306b\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\r\n\u2714\ufe0f 78% \u304c\u30b3\u30fc\u30c9\u3092\u4f5c\u6210<br \/>\r\n\u2714\ufe0f 40% \u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u4f5c\u6210<br \/>\r\n* \u30a6\u30a7\u30d6\u30b5\u30fc\u30d0\u30fc\u306f\u975e\u540c\u671f\u3084 Rust \u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u306b\u30b7\u30d5\u30c8\u3057\u3066\u3044\u307e\u3059<br \/>\r\n<br \/>\r\nPython \u306e\u4eca\u5f8c\u306e\u65b9\u5411\u6027<br \/>\r\n* 69% \u304c AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8a66\u3059\u4e88\u5b9a\u3067\u3059\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b AI \u306e\u63a1\u7528\u7387\u304c\u6025\u901f\u306b\u9ad8\u307e\u308b\u3068\u4e88\u6e2c\u3055\u308c\u307e\u3059\u3002<br \/>\r\n* \u4e26\u5217\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u304c Python 3.14 \u3067\u5c0e\u5165\u3055\u308c\u307e\u3059\u3002 async\u3001await\u3001\u304a\u3088\u3073\u30b9\u30ec\u30c3\u30c9\u306f\u4e0d\u53ef\u6b20\u3067\u3059<br \/>\r\n* GUI \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb\u958b\u767a\u304c\u4f38\u3073\u3066\u3044\u307e\u3059<br \/>\r\n<br \/>\r\n2025 \u5e74\u306b\u5b9f\u73fe\u53ef\u80fd\u306a\u30a2\u30a4\u30c7\u30a2<br \/>\r\n\u2714\ufe0f \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b AI \u3092\u8a66\u3057\u3066\u751f\u7523\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b<br \/>\r\n\u2714\ufe0f uv \u3092\u5b66\u7fd2\u3057\u3066\u30d1\u30c3\u30b1\u30fc\u30b8\u7ba1\u7406\u3092\u9ad8\u901f\u5316\u3055\u305b\u308b<br \/>\r\n\u2714\ufe0f \u521d\u5fc3\u8005\u306b\u512a\u3057\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3068\u30c4\u30fc\u30eb\u3092\u7dad\u6301\u3059\u308b<br \/>\r\n<br \/>\r\nPython \u958b\u767a\u8005\u30a2\u30f3\u30b1\u30fc\u30c8\u306f\u3001Python Software Foundation \u3068 JetBrains PyCharm \u306b\u3088\u308b\u5171\u540c\u306e\u53d6\u308a\u7d44\u307f\u3067\u3059\u3002<\/p>\n        <\/div>\n    \n\n\n\n\n\n\n<p>\u4e0a\u8a18\u306e\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u8a73\u3057\u304f\u898b\u3066\u307f\u308b\u3068\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u9069\u3057\u305f\u30c4\u30fc\u30eb\u3092\u6301\u3064\u3053\u3068\u3067\u5927\u304d\u306a\u5dee\u304c\u751f\u3058\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002 \u7121\u6599\u306e PyCharm \u3092\u8a66\u3057\u30011 \u3064\u306e\u5f37\u529b\u306a Python \u7528 IDE \u3067\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001ML\/AI \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u304a\u3088\u3073\u30a6\u30a7\u30d6\u958b\u767a\u306b\u5fc5\u8981\u306a\u3042\u3089\u3086\u308b\u6a5f\u80fd\u3092\u624b\u306b\u5165\u308c\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n    <div class=\"buttons\">\n        <div class=\"buttons__row\">\n                                                <a href=\"https:\/\/www.jetbrains.com\/pycharm\/\" class=\"btn\" target=\"\" rel=\"noopener\">Try PyCharm for free<\/a>\n                                                    <\/div>\n    <\/div>\n\n\n\n\n\n\n\n<h3 class=\"wp-block-heading\">Python \u958b\u767a\u8005\u306f Python \u3092\u4f7f\u7528\u3057\u3066\u3044\u308b<\/h3>\n\n\n\n<p>\u307e\u305a\u306f Python \u304c Python \u3092\u4f7f\u7528\u3059\u308b\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u3044\u304b\u306b\u4e2d\u5fc3\u7684\u306a\u5b58\u5728\u3068\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u304a\u8a71\u3057\u3057\u307e\u3057\u3087\u3046\u3002 Python \u958b\u767a\u8005\u306f\u4e3b\u306b Python \u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002 \u5206\u304b\u308a\u304d\u3063\u305f\u3053\u3068\u3092\u308f\u3056\u308f\u3056\u8a00\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u805e\u3053\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001 \u958b\u767a\u8005\u306f\u4e3b\u8981\u8a00\u8a9e\u3067\u306f\u306a\u3044\u591a\u304f\u306e\u8a00\u8a9e\u3092\u4f7f\u7528\u3059\u308b\u3082\u306e\u3067\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u30a6\u30a7\u30d6\u958b\u767a\u8005\u306f Python\u3001C#\u3001\u307e\u305f\u306f Java \u3092\u4e3b\u306b\u4f7f\u7528\u3057\u3066\u3044\u3066\u3082\u3001CSS\u3001HTML\u3001\u3055\u3089\u306b\u306f JavaScript \u3082\u4f7f\u7528\u3057\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u4e00\u65b9\u3001Node.js \u304b Deno \u3092\u4e3b\u306b\u4f7f\u7528\u3059\u308b\u958b\u767a\u8005\u306f JavaScript \u3082\u4f7f\u7528\u3059\u308b\u3082\u306e\u306e\u3001\u305d\u308c\u3092\u4e3b\u8981\u8a00\u8a9e\u3068\u3057\u3066\u4f7f\u7528\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u306f\u3001<strong>86% \u306e\u56de\u7b54\u8005\u304c Python \u3092\u4e3b\u8981\u8a00\u8a9e\u3068\u3057\u3066\u4f7f\u7528<\/strong>\u3057\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u7bc9\u3001API \u306e\u4f5c\u6210\u306a\u3069\u306b\u5f93\u4e8b\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"1041\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/image-15.png\" alt=\"Python \u306e\u4f7f\u7528\u7387\u7d71\u8a08\" class=\"wp-image-591599\"\/><\/figure>\n\n\n                    <div class=\"alert \">\n            <p><strong>Note:<\/strong> Python \u306e\u4e00\u822c\u7684\u306a\u4f7f\u7528: \u4e3b\u8981\u8a00\u8a9e\u3068\u7b2c\u4e8c\u8a00\u8a9e<br \/>\r\n* \u7b2c\u4e8c\u8a00\u8a9e 14%<br \/>\r\n* \u4e3b\u8981\u8a00\u8a9e 86%<br \/>\r\n<\/p>\n        <\/div>\n    \n\n\n\n\n\n\n<h3 class=\"wp-block-heading\">\u958b\u767a\u8005\u306e\u307b\u3068\u3093\u3069\u304c\u99c6\u3051\u51fa\u3057\u306e\u30d7\u30ed\u30b0\u30e9\u30de\u30fc<\/h3>\n\n\n\n<p>\u7d04 30 \u5e74\u9593\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u304d\u305f\u79c1\u81ea\u8eab\u3082\u542b\u3081\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u9577\u5e74\u5f93\u4e8b\u3057\u3066\u304d\u305f\u958b\u767a\u8005\u306f\u3001\u696d\u754c\u306e\u307b\u3068\u3093\u3069\u306e\u4eba\u306f\u305d\u308c\u306a\u308a\u306e\u7d4c\u9a13\u3092\u6301\u3063\u3066\u3044\u308b\u3068\u601d\u3044\u304c\u3061\u3067\u3059\u3002 \u305d\u3046\u601d\u3046\u306e\u3082\u7121\u7406\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u306b\u884c\u3051\u3070\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b 10 \uff5e 20 \u5e74\u643a\u308f\u3063\u3066\u304d\u305f\u4eba\u305f\u3061\u3068\u8a71\u3059\u6a5f\u4f1a\u304c\u3042\u308a\u307e\u3059\u3057\u3001 \u540c\u50da\u306f\u9577\u5e74 Python \u3092\u4f7f\u7528\u3057\u3066\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u7d9a\u3051\u3066\u304d\u305f\u4eba\u305f\u3061\u3070\u304b\u308a\u3060\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u3088\u308a\u5e83\u7bc4\u306a Python \u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u305d\u3046\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u56de\u7b54\u8005\u306e\u3061\u3087\u3046\u3069 50% \u304c\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u696d\u52d9\u306e\u7d4c\u9a13\u5e74\u6570\u304c 2 \u5e74\u672a\u6e80\u306a\u306e\u3067\u3059\uff01 \u3057\u304b\u3082\u300139% \u306f Python \u306e\u7d4c\u9a13\u5e74\u6570\u304c 2 \u5e74\u672a\u6e80\u3067\u3059\uff08\u30db\u30d3\u30a4\u30b9\u30c8\u306e\u65b9\u3084\u6559\u80b2\u306e\u5834\u3067\u306e\u4f7f\u7528\u3067\u3082\u3067\u3059\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"1229\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/image-16.png\" alt=\"Python \u306e\u56de\u7b54\u8005\u306b\u95a2\u3059\u308b\u60c5\u5831\" class=\"wp-image-591612\"\/><\/figure>\n\n\n                    <div class=\"alert \">\n            <p><strong>Note:<\/strong> \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u696d\u52d9\u306e\u7d4c\u9a13\u5e74\u6570\u306f\u3069\u306e\u304f\u3089\u3044\u3067\u3059\u304b\uff1f<br \/>\r\n* 1 \u5e74\u672a\u6e80 31%<br \/>\r\n* 1\uff5e2 \u5e74 19%<br \/>\r\n* 3\uff5e5 \u5e74 20%<br \/>\r\n* 6\uff5e10 \u5e74 13%<br \/>\r\n* 11 \u5e74\u4ee5\u4e0a 17%<\/p>\n        <\/div>\n    \n\n\n\n\n\n\n<p>\u3053\u306e\u7d50\u679c\u304b\u3089\u3001Python \u304c\u30ad\u30e3\u30ea\u30a2\u306e\u521d\u671f\u6bb5\u968e\u306b\u3042\u308b\u4eba\u306b\u9069\u3057\u305f\u8a00\u8a9e\u3067\u3042\u308b\u3053\u3068\u3092\u518d\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002 \u5358\u7d14\u306a\uff08\u3057\u304b\u3057\u5358\u7d14\u3059\u304e\u306a\u3044\uff09\u69cb\u6587\u3068\u89aa\u3057\u307f\u3084\u3059\u3055\u306f\u3001\u99c6\u3051\u51fa\u3057\u306e\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u3060\u3051\u3067\u306a\u304f\u3001\u7d4c\u9a13\u8c4a\u5bcc\u306a\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u306b\u3068\u3063\u3066\u3082\u975e\u5e38\u306b\u9b45\u529b\u7684\u3067\u3059\u3002 \u65e2\u5b58\u306e\u958b\u767a\u8005\u306e\u591a\u304f\u304c\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3068 Python \u306b\u611b\u7740\u3092\u6301\u3063\u3066\u304a\u308a\u3001\u305d\u306e\u611f\u60c5\u3092\u559c\u3093\u3067\u65b0\u3057\u3044\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30e1\u30f3\u30d0\u30fc\u3068\u5206\u304b\u3061\u5408\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u9006\u306b\u8a00\u3048\u3070\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u5411\u3051\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5236\u4f5c\u3059\u308b\u5834\u9762\u3067\u306f\u3001\u3053\u306e\u56de\u7b54\u8005\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002 \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3084\u30c7\u30e2\u52d5\u753b\u3092\u5236\u4f5c\u3059\u308b\u5834\u5408\u306f\u3001\u624b\u9806\u3092\u7701\u7565\u305b\u305a\u3001\u53d6\u308a\u7d44\u307f\u3084\u3059\u304f\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002 \u305f\u3068\u3048\u3070\u3001\u5358\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3088\u3046\u6307\u793a\u3059\u308b\u3060\u3051\u3067\u306f\u99c4\u76ee\u306a\u306e\u3067\u3059\u3002 \u4eee\u60f3\u74b0\u5883\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3092\u4f1d\u3048\u3001\u305d\u308c\u3092\u4f5c\u6210\u3057\u3066\u6709\u52b9\u5316\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u305d\u306e\u4eee\u60f3\u74b0\u5883\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u624b\u9806\u3092\u6848\u5185\u3059\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>JetBrains \u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u30d9\u30f3\u30c0\u30fc\u306b\u6240\u5c5e\u3057\u3066\u3044\u308b\u65b9\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u591a\u304f\u304c\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3001Python \u305d\u306e\u3082\u306e\u306b\u3064\u3044\u3066\u307e\u3063\u305f\u304f\u306e\u521d\u5fc3\u8005\u3067\u3042\u308b\u3053\u3068\u306b\u7559\u610f\u3057\u3066\u304a\u304f\u3079\u304d\u3067\u3059\u3002 \u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u306a\u3044\u304c\u3057\u308d\u306b\u3057\u305f\u308a\u3001\u88fd\u54c1\u3092\u4f4e\u6a5f\u80fd\u306b\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u308a\u307e\u305b\u3093\u3002\u305d\u3046\u3067\u306f\u306a\u304f\u3001\u88fd\u54c1\u3092\u63a1\u7528\u3057\u306b\u304f\u304f\u3059\u3079\u304d\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u304c Python \u5229\u7528\u5206\u91ce\u306e\u534a\u6570\u4ee5\u4e0a\u3092\u5360\u3081\u3066\u3044\u308b<\/h3>\n\n\n\n<p>\u4eca\u5e74\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u306f\u3001\u53c2\u52a0\u3057\u305f Python \u958b\u767a\u8005\u306e 51% \u304c\u30c7\u30fc\u30bf\u63a2\u7d22\u3068\u51e6\u7406\u306b\u643a\u308f\u3063\u3066\u304a\u308a\u3001pandas \u3068 NumPy \u304c\u4e3b\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>Python \u5c02\u9580\u5bb6\u306e\u591a\u304f\u306f\u3001Python \u306e\u5229\u7528\u5206\u91ce\u3092\u30a6\u30a7\u30d6\u958b\u767a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u7d14\u7c8b\u79d1\u5b66\u3001\u305d\u306e\u4ed6\u306e 3 \u3064\u306b\u5206\u3051\u3066\u8ad6\u3058\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u306e 3 \u3064\u306e\u3046\u3061\u306e 1 \u3064\u304c Python \u306e\u5229\u7528\u5206\u91ce\u306e\u5927\u90e8\u5206\u3092\u5360\u3081\u3066\u3044\u308b\u305f\u3081\u3001Python \u306e\u4f4d\u7f6e\u4ed8\u3051\u3092\u518d\u8003\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u3001\u73fe\u6642\u70b9\u3067\u30c7\u30fc\u30bf\u3068 AI \u3078\u306e\u95a2\u5fc3\u304c\u7206\u767a\u7684\u306b\u9ad8\u307e\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u3053\u306e\u5206\u91ce\u3067\u6d3b\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u306e\u958b\u767a\u3082\u7206\u767a\u7684\u306b\u5897\u52a0\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u72b6\u6cc1\u3067\u3082\u3042\u308b\u304b\u3089\u3067\u3059\u3002 Polars \u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u30c4\u30fc\u30eb\u3001marimo \u306e\u3088\u3046\u306a\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f7f\u7528\u3057\u305f\u65b0\u3057\u3044\u4f5c\u696d\u624b\u6cd5\u3001\u305d\u3057\u3066 LLM\u3001\u30d3\u30b8\u30e7\u30f3\u30e2\u30c7\u30eb\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u9023\u643a\u3059\u308b\u4f7f\u3044\u3084\u3059\u3044\u5927\u91cf\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\uff08Transformers\u3001Diffusers\u3001smolagents\u3001LangChain\/LangGraph\u3001LlamaIndex \u306a\u3069\uff09\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Python \u306e\u91cd\u5fc3\u304c\u307e\u3059\u307e\u3059\u30c7\u30fc\u30bf\/AI \u5206\u91ce\u306b\u79fb\u52d5\u3057\u3066\u304d\u3066\u3044\u308b\u306e\u306f\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093<\/strong>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u307b\u3068\u3093\u3069\u306e\u4eba\u306f\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u3063\u3066\u3082\u53e4\u3044 Python \u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u4f7f\u7528\u3092\u7d99\u7d9a\u3057\u3066\u3044\u308b<\/strong>&nbsp;<\/h3>\n\n\n\n<p>\u30a2\u30f3\u30b1\u30fc\u30c8\u304b\u3089\u3001Python \u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u53e4\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u5206\u5e03\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002 \u591a\u304f\u306e\u958b\u767a\u8005\uff0815%\uff09\u306f\u975e\u5e38\u306b\u65b0\u3057\u3044\u30ea\u30ea\u30fc\u30b9\u306e Python \u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u3066\u3044\u307e\u3059\u304c\u3001<strong>1 \u5e74\u4ee5\u4e0a\u524d\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u958b\u767a\u8005\u306e\u65b9\u304c\u591a\u3044\uff0883%\uff09<\/strong>\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"1525\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/image-17.png\" alt=\"\u5404 Python \u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u4f7f\u7528\u7387\u7d71\u8a08\" class=\"wp-image-591623\"\/><\/figure>\n\n\n                    <div class=\"alert \">\n            <p><strong>Note:<\/strong> \u3069\u306e Python \u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<br \/>\r\n* Python 3.14 2%<br \/>\r\n* Python 3.13 15%<br \/>\r\n* Python 3.12 35%<br \/>\r\n* Python 3.11 21%<br \/>\r\n* Python 3.10 15%<br \/>\r\n* Python 3.9 6%<br \/>\r\n* Python 3.8 3%<br \/>\r\n* Python 3.7 1%<br \/>\r\n* Python 3.6 1%<br \/>\r\n* Python 3.5 \u4ee5\u4e0b 1%<\/p>\n        <\/div>\n    \n\n\n\n\n\n\n<p>\u3053\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u306f\u591a\u6570\u306e\u958b\u767a\u8005\u304c Docker \u3068\u30b3\u30f3\u30c6\u30ca\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u3066\u3044\u308b\u3053\u3068\u3082\u793a\u3055\u308c\u3066\u304a\u308a\u3001\u3053\u306e 83% \u4ee5\u4e0a\u3068\u3044\u3046\u6570\u5024\u306b\u306f\u3055\u3089\u306b\u9a5a\u304b\u3055\u308c\u307e\u3059\u3002 \u30b3\u30f3\u30c6\u30ca\u30fc\u3092\u4f7f\u7528\u3059\u308b\u306e\u306a\u3089\u3001\u5358\u306b\u30b3\u30f3\u30c6\u30ca\u30fc\u5185\u3067 Python \u306e\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u9078\u629e\u3059\u308b\u3060\u3051\u3067\u3059\u3002 \u3059\u3079\u3066\u304c\u9694\u96e2\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001Linux \u306e\u30b7\u30b9\u30c6\u30e0\u304c\u63d0\u4f9b\u3059\u308b Python \u306a\u3069\u3001\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u8981\u7d20\u3068\u306e\u5e72\u6e09\u306b\u3064\u3044\u3066\u6c17\u306b\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u30b3\u30f3\u30c6\u30ca\u30fc\u5316\u3059\u308b\u3053\u3068\u3067\u67d4\u8edf\u6027\u304c\u5411\u4e0a\u3057\u3001\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306e Python \u3078\u79fb\u884c\u3059\u308b\u306e\u304c\u5bb9\u6613\u306b\u306a\u308b\u3068\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3067\u306f\u306a\u305c\u3001\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306e Python \u306b\u66f4\u65b0\u3057\u306a\u3044\u4eba\u304c\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f \u30a2\u30f3\u30b1\u30fc\u30c8\u7d50\u679c\u304b\u3089\u4e3b\u306b 2 \u3064\u306e\u7406\u7531\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol>\n<li>\u4f7f\u7528\u4e2d\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3059\u3079\u3066\u306e\u30cb\u30fc\u30ba\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\uff0853%\uff09<\/li>\n\n\n\n<li>\u66f4\u65b0\u3059\u308b\u6642\u9593\u304c\u306a\u3044\uff0825%\uff09<\/li>\n<\/ol>\n\n\n\n<p>\u53e4\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306e Python \u3092\u5b9f\u884c\u3057\u3066\u3044\u308b 83% \u306e\u958b\u767a\u8005\u306f\u3001\u601d\u3063\u3066\u3044\u308b\u4ee5\u4e0a\u306b\u591a\u304f\u306e\u3053\u3068\u3092\u898b\u9003\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u308c\u306f\u5358\u306b <code>except<\/code> \u30ad\u30fc\u30ef\u30fc\u30c9\u306a\u3069\u306e\u3044\u304f\u3064\u304b\u306e\u8a00\u8a9e\u6a5f\u80fd\u3084\u3001<code>tomllib<\/code> \u306a\u3069\u306e\u6a19\u6e96\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u5bfe\u3059\u308b\u8efd\u5fae\u306a\u6539\u5584\u3092\u898b\u9003\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u8a71\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002 <strong>Python 3.11\u30013.12\u3001\u304a\u3088\u3073 3.13 \u306f\u3059\u3079\u3066\u5927\u304d\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u4e0a\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a<\/strong>\u3001\u6b21\u671f\u30ea\u30ea\u30fc\u30b9\u306e 3.14 \u306b\u306f\u3055\u3089\u306b\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7d20\u6674\u3089\u3057\u3044\u3053\u3068\u306b\u3001\u305d\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u30b3\u30fc\u30c9\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u306a\u304f\u63a1\u308a\u5165\u308c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u65b0\u3057\u3044\u30e9\u30f3\u30bf\u30a4\u30e0\u3092\u9078\u629e\u3059\u308b\u3060\u3051\u3067\u3001\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u3092\u9ad8\u901f\u5316\u3067\u304d\u308b\u306e\u3067\u3059\u3002 CPython \u306f\u6975\u3081\u3066\u512a\u308c\u305f\u4e0b\u4f4d\u4e92\u63db\u6027\u304c\u3042\u308a\u3001 \u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306b\u5927\u5909\u306a\u82e6\u52b4\u3092\u8981\u3059\u308b\u3053\u3068\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002 \u3067\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u6570\u5024\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><strong>\u73fe\u5728\u306f 48% \u306e\u958b\u767a\u8005\u304c Python 3.11 \u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002 <\/strong>3.13 \u306b\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308b\u3068\u3001\u30b3\u30fc\u30c9\u306e\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u3067\u306e\u5b9f\u884c\u901f\u5ea6\u304c\u7d04 <strong>11% \u9ad8\u901f\u5316<\/strong>\u3057\u3001\u7d04 <strong>10\uff5e15% \u306e\u30e1\u30e2\u30ea\u524a\u6e1b<\/strong>\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4eca\u3082 <strong>3.10 \u4ee5\u524d<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b 27% \u306e\u958b\u767a\u8005\u306e\u5834\u5408\u3001\u30b3\u30fc\u30c9\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u306a\u304f<strong>\u7d04 42% \u3068\u3044\u3046\u9a5a\u7570\u7684\u306a\u9ad8\u901f\u5316<\/strong>\u3092\u5b9f\u73fe\u3057\u3001<strong>\u30e1\u30e2\u30ea\u4f7f\u7528\u7387\u3092\u7d04 20\uff5e30% \u524a\u6e1b<\/strong>\u3067\u304d\u308b\u306e\u3067\u3059\uff01<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u3082\u307e\u305f\u300c\u5341\u5206\u306b\u901f\u3044\u3002 \u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306f\u305d\u308c\u307b\u3069\u306a\u3044\u300d\u3068\u3044\u3046\u7d50\u8ad6\u306b\u81f3\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001 \u307b\u3068\u3093\u3069\u306e\u4e2d\u898f\u6a21\u304b\u3089\u5927\u898f\u6a21\u306e\u4f01\u696d\u3067\u3042\u308c\u3070\u3001\u3053\u308c\u306f\u9014\u65b9\u3082\u306a\u3044\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u8cbb\u7528\u306e\u7121\u99c4\u9063\u3044\u3068\u8a00\u3048\u307e\u3059\uff08\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u306b\u3088\u308b\u74b0\u5883\u88ab\u5bb3\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\uff09\u3002<\/p>\n\n\n\n<p>\u8abf\u67fb\u306b\u3088\u308a\u3001\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff08\u5177\u4f53\u7684\u306b\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30d9\u30fc\u30b9\uff09\u306b\u95a2\u3059\u308b\u63a8\u5b9a\u984d\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul>\n<li><strong>\u4e2d\u5805\u4f01\u696d\u5e02\u5834 \/ \u4e2d\u898f\u6a21\u4f01\u696d<\/strong>\n<ul>\n<li>AWS \u306e\u5e74\u9593\u5408\u8a08\u8acb\u6c42\u984d\uff08\u4e2d\u592e\u5024\uff09: \u5e74\u9593\u7d04 230 \u4e07 USD\uff08<a href=\"https:\/\/www.vendr.com\/marketplace\/aws\" target=\"_blank\" rel=\"noopener\">vendr.com<\/a>\uff09<\/li>\n\n\n\n<li>EC2\uff08\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\uff09\u306e\u5272\u5408\uff08\u8acb\u6c42\u984d\u306e\u7d04 50\uff5e70%\uff09: \u5e74\u9593 115\uff5e160 \u4e07 USD\uff08<a href=\"https:\/\/www.cloudlaya.com\/blog\/the-real-cost-of-ec2-instance\/\" target=\"_blank\" rel=\"noopener\">cloudlaya.com<\/a>\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5927\u898f\u6a21\u4f01\u696d<\/strong>\n<ul>\n<li>AWS \u306e\u5e74\u9593\u5408\u8a08\u8acb\u6c42\u984d: \u5e74\u9593\u7d04 2,400\uff5e3,600 \u4e07 USD\uff08\u6708\u984d 200\uff5e300 \u4e07 USD\uff09\uff08<a href=\"https:\/\/www.reddit.com\/r\/aws\/comments\/1b6r50v\/ballpark_how_much_is_your_total_spend_on_aws\/\" target=\"_blank\" rel=\"noopener\">reddit.com<\/a>\uff09<\/li>\n\n\n\n<li>EC2 \u306e\u5272\u5408\uff08\u7d04 50\uff5e70%\uff09: \u5e74\u9593 1,200\uff5e2,500 \u4e07 USD\uff08<a href=\"https:\/\/www.cloudlaya.com\/blog\/the-real-cost-of-ec2-instance\/\" target=\"_blank\" rel=\"noopener\">cloudlaya.com<\/a>\uff09<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u4f01\u696d\u304c Python 3.10 \u3092\u5b9f\u884c\u3057\u3066\u3044\u308b\u3068\u4eee\u5b9a\u3057\u305f\u5834\u5408\u3001\u305d\u308c\u305e\u308c <strong>42 \u4e07 USD<\/strong>\u3068 <strong>560 \u4e07 USD \u3092\u7bc0\u7d04<\/strong>\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\uff08EC2 \u306e\u8cbb\u7528\u306e 30% \u3068\u3057\u3066\u8a08\u7b97\u3057\u305f\u5834\u5408\uff09\u3002<\/p>\n\n\n\n<p>\u4e38 1 \u65e5\u304b\u3051\u3066\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308b\u4f59\u88d5\u304c\u306a\u3044\u3053\u3068\u304c\u539f\u56e0\u3067\u5e74\u9593 40 \u4e07\uff5e500 \u4e07 SUD \u3092\u7121\u99c4\u306b\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u4f1a\u793e\u304c\u6c17\u4ed8\u3051\u3070\u3001\u771f\u5263\u306a\u8b70\u8ad6\u304c\u4ea4\u308f\u3055\u308c\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u91d1\u92ad\u9762\u3084\u74b0\u5883\u4e0a\u306e\u7406\u7531\u306f\u3055\u3066\u304a\u304d\u3001\u6700\u65b0\u306e\u8a00\u8a9e\u6a5f\u80fd\u3092\u5c0e\u5165\u3057\u3001Python \u30b3\u30a2\u958b\u767a\u8005\u306e\u91cd\u5927\u306a\u6210\u679c\u3068\u6b69\u8abf\u3092\u5408\u308f\u305b\u3089\u308c\u308b\u3053\u3068\u306f\u672c\u5f53\u306b\u7d20\u6674\u3089\u3057\u3044\u3053\u3068\u3068\u8a00\u3048\u307e\u3059\u3002 <strong>\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u6700\u512a\u5148<\/strong><strong><\/strong>\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python \u30a6\u30a7\u30d6\u958b\u767a\u306e\u5fa9\u6d3b<\/h3>\n\n\n\n<p>\u904e\u53bb\u6570\u5e74\u9593\u3001Python \u696d\u754c\u306b\u304a\u3051\u308b\u30a6\u30a7\u30d6\u958b\u767a\u306e\u91cd\u8981\u6027\u304c\u4f4e\u4e0b\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002 \u3053\u308c\u306f\u30012 \u3064\u306e\u8981\u56e0\u304c\u5f37\u529b\u306b\u50cd\u3044\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u30021 \u3064\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068 AI \u306b\u5c02\u5ff5\u3059\u308b\u958b\u767a\u8005\u304c Python \u3092\u4f7f\u3044\u59cb\u3081\u305f\u3053\u3068\u304c\u539f\u56e0\u3067\u6bd4\u8f03\u7684\u5b89\u5b9a\u3057\u3066\u3044\u305f\u30a6\u30a7\u30d6\u958b\u767a\u306e\u5272\u5408\u304c\u4f4e\u4e0b\u3057\u305f\u3053\u3068\u3067\u3042\u308a\u3001\u3082\u3046 1 \u3064\u306f\u30a6\u30a7\u30d6\u304c\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3092\u4e2d\u5fc3\u3068\u3057\u3066\u304a\u308a\u3001\u30a6\u30a7\u30d6\u958b\u767a\u8005\u306f\u30d6\u30e9\u30a6\u30b6\u30fc\u3067\u306e Python \u306e\u52d5\u4f5c\u304c\u307e\u3060\u5b9f\u73fe\u3057\u3066\u3044\u306a\u3044\u4eca\u306f JavaScript \u3092\u597d\u3093\u3067\u4f7f\u7528\u3059\u308b\u50be\u5411\u306b\u3042\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>2021 \u5e74\u304b\u3089 2023 \u5e74\u307e\u3067\u306e\u6570\u5024\u3092\u898b\u3066\u307f\u308b\u3068\u3001\u30c8\u30ec\u30f3\u30c9\u306f 45% \u2192 43% \u2192 42% \u3068\u3001\u660e\u3089\u304b\u306b\u4f4e\u4e0b\u3057\u3066\u3044\u307e\u3059\u3002 <strong>\u3068\u3053\u308d\u304c\u4eca\u5e74\u306f\u30a6\u30a7\u30d6\u304c\u5fa9\u6d3b\u3057\u3066\u3044\u307e\u3057\u305f<\/strong>\uff01 2024 \u5e74\u306b\u306f\u56de\u7b54\u8005\u306e 46% \u304c\u30a6\u30a7\u30d6\u958b\u767a\u3067 Python \u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3068\u5831\u544a\u3057\u3066\u3044\u307e\u3057\u305f\u3002 \u3053\u306e\u4eee\u8aac\u3092\u3055\u3089\u306b\u88cf\u4ed8\u3051\u308b\u3088\u3046\u306b\u30a6\u30a7\u30d6\u306e\u300c\u7b2c\u4e8c\u300d\u8a00\u8a9e\u3082\u305d\u308c\u306b\u5fdc\u3058\u3066\u6025\u4e0a\u6607\u3057\u3001HTML\/CSS \u306e\u4f7f\u7528\u7387\u304c 15%\u3001JavaScript \u306e\u4f7f\u7528\u7387\u304c 14%\u3001SQL \u306e\u4f7f\u7528\u7387\u304c 16% \u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"1355\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/image-18.png\" alt=\"Python \u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u7d71\u8a08\" class=\"wp-image-591634\"\/><\/figure>\n\n\n                    <div class=\"alert \">\n            <p><strong>Note:<\/strong> Python \u3092\u4f55\u306b\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<br \/>\r\n* \u30c7\u30fc\u30bf\u89e3\u6790<br \/>\r\n* \u30a6\u30a7\u30d6\u958b\u767a<br \/>\r\n* \u6a5f\u68b0\u5b66\u7fd2<br \/>\r\n<\/p>\n        <\/div>\n    \n\n\n\n\n\n\n<p>Python \u30a6\u30a7\u30d6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u30c8\u30c3\u30d7\u306b\u8e8d\u308a\u51fa\u305f\u306e\u306f\u300129% \u304b\u3089 38%\uff0830% \u5897\uff09\u306b\u6025\u5897\u3057\u305f FastAPI \u3067\u3057\u305f\u3002 \u3069\u306e\u4e3b\u8981\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3082\u5e74\u3005\u4f7f\u7528\u7387\u304c\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u304c\u3001FastAPI \u306e\u7d04 30% \u3068\u3044\u3046\u6025\u5897\u306b\u306f\u76ee\u3092\u898b\u5f35\u308b\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u7406\u7531\u306b\u3064\u3044\u3066\u306f\u63a8\u6e2c\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002 \u500b\u4eba\u7684\u306b\u306f\u3001\u30a6\u30a7\u30d6\u306e\u5206\u91ce\u3067 Python \u306e\u4f7f\u7528\u7387\u304c\u6025\u5897\u3057\u305f\u7406\u7531\u306e\u4e00\u3064\u306f\u3001Python \u3092\u4f7f\u7528\u3057\u59cb\u3081\u305f\u4eba\u306e\u6570\u304c\u591a\u3044\u3053\u3068\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002 \u305d\u306e\u3088\u3046\u306a\u958b\u767a\u8005\u306e\u591a\u304f\u306f ML\/AI\/\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5206\u91ce\u306b\u5f93\u4e8b\u3057\u3066\u304a\u308a\u3001\u591a\u304f\u306f Flask \u3084 Django \u306b\u95a2\u3059\u308b\u9577\u5e74\u306e\u7d4c\u9a13\u3084\u5b9f\u7e3e\u304c\u3042\u308a\u307e\u305b\u3093\u3002 \u305d\u306e\u3088\u3046\u306a\u958b\u767a\u8005\u306f\u6700\u3082\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u308b Python \u30a6\u30a7\u30d6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u9078\u629e\u3059\u308b\u50be\u5411\u304c\u3042\u308a\u3001\u305d\u308c\u304c\u73fe\u6642\u70b9\u3067\u306f FastAPI \u3068\u3044\u3046\u3053\u3068\u306a\u306e\u3067\u3057\u3087\u3046\u3002 FastAPI API \u306e\u88cf\u5074\u3067 ML \u30e2\u30c7\u30eb\u3092\u30db\u30b9\u30c8\u3057\u3066\u3044\u308b\u4f8b\u306f\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"1355\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/image-19.png\" alt=\"Python \u30a6\u30a7\u30d6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u4f7f\u7528\u7387\" class=\"wp-image-591645\"\/><\/figure>\n\n\n                    <div class=\"alert \">\n            <p><strong>Note:<\/strong> \u30a6\u30a7\u30d6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u4f7f\u7528\u7387<br \/>\r\n* FastAPI<br \/>\r\n* Django<br \/>\r\n* Flask<br \/>\r\n<br \/>\r\nFastAPI \u306e\u4f7f\u7528\u7387\u306f 1 \u5e74\u3067 29% \u304b\u3089 38% \u306b\u4f38\u3073\u307e\u3057\u305f<\/p>\n        <\/div>\n    \n\n\n\n\n\n\n<p>\u975e\u540c\u671f\u5bfe\u5fdc\u306e Python \u30a6\u30a7\u30d6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3078\u306e\u79fb\u884c\u30c8\u30ec\u30f3\u30c9\u3082\u7d9a\u3044\u3066\u3044\u307e\u3059\u3002 \u79c1\u306f <em>Talk Python<\/em> \u306b\u5728\u7c4d\u4e2d\u3001<a href=\"https:\/\/talkpython.fm\/blog\/posts\/talk-python-rewritten-in-quart-async-flask\/\" target=\"_blank\" rel=\"noopener\">Flask \u306e\u975e\u540c\u671f\u51e6\u7406\u3092\u4f7f\u7528\u3057\u3066 Python \u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u3092\u66f8\u304d\u76f4\u3057\u307e\u3057\u305f<\/a>\uff08Python \u3067\u3056\u3063\u3068 10,000 \u884c\u3067\u3059\uff09\u3002 Django \u306f\u7740\u5b9f\u306b\u975e\u540c\u671f\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u6a5f\u80fd\u306f\u307b\u307c\u5b8c\u5168\u306b\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u305f\u3060\u3057\u3001\u73fe\u5728\u306e\u30d0\u30fc\u30b8\u30e7\u30f3 5.2 \u3067\u306f DB \u30ec\u30a4\u30e4\u30fc\u306b\u3082\u3046\u5c11\u3057\u624b\u3092\u52a0\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u306a\u305c\u306a\u3089\u3070\u3001\u30c1\u30fc\u30e0\u306b\u3088\u3063\u3066\u300cORM \u306e\u975e\u540c\u671f\u30b5\u30dd\u30fc\u30c8\u3068 Django \u306e\u305d\u306e\u4ed6\u306e\u90e8\u5206\u306b\u5f15\u304d\u7d9a\u304d\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u300d\u3068\u306e\u58f0\u660e\u304c\u51fa\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python \u30a6\u30a7\u30d6\u30b5\u30fc\u30d0\u30fc\u306f\u975e\u540c\u671f\u306e\u30c4\u30fc\u30eb\u3068 Rust \u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u306b\u30b7\u30d5\u30c8\u3057\u3066\u3044\u308b<\/h3>\n\n\n\n<p>Python \u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u3092\u30db\u30b9\u30c8\u3057\u3066\u3044\u308b\u672c\u756a\u30a2\u30d7\u30ea\u30b5\u30fc\u30d0\u30fc\u3068 API \u306b\u3082\u5909\u5316\u304c\u8d77\u3053\u308a\u3064\u3064\u3042\u308b\u3053\u3068\u3082\u7c21\u5358\u306b\u89e6\u308c\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002 \u3053\u3053\u3067\u306f 2 \u3064\u306e\u8981\u56e0\u304c\u50cd\u3044\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u30021 \u3064\u306f\u975e\u540c\u671f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3078\u306e\u79fb\u884c\u306b <a href=\"https:\/\/en.wikipedia.org\/wiki\/Web_Server_Gateway_Interface\" target=\"_blank\" rel=\"noopener\">WSGI<\/a> \u3060\u3051\u3067\u306a\u304f <a href=\"https:\/\/en.wikipedia.org\/wiki\/Asynchronous_Server_Gateway_Interface\" target=\"_blank\" rel=\"noopener\">ASGI<\/a> \u3082\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30a2\u30d7\u30ea\u30b5\u30fc\u30d0\u30fc\u304c\u5fc5\u8981\u3067\u3042\u308b\u3053\u3068\u3001\u3082\u3046 1 \u3064\u306f Python \u306e\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u306b\u5b9f\u884c\u3059\u308b\u5834\u9762\u3067 Rust \u304c\u3055\u3089\u306b\u4e2d\u5fc3\u7684\u306a\u5b58\u5728\u3068\u306a\u3063\u3066\u304d\u3066\u3044\u308b\u3053\u3068\uff08\u8a73\u7d30\u306f\u5f8c\u8ff0\u3057\u307e\u3059\uff09\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u6628\u5e74\u306e\u6700\u3082\u5927\u304d\u306a\u640d\u5931\u306f\u3001uWSGI \u306e\u5b8c\u5168\u306a\u7d42\u7109\u3067\u3057\u305f\u3002 <em>Python Bytes<\/em> \u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u3067\u306f\u3001\u300c<em>We Must Replace uWSGI With Something Else<\/em>\u300d\uff08uWSGI \u304b\u3089\u4ee3\u66ff\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u79fb\u884c\u304c\u5fc5\u8981\uff09\u3068\u984c\u3057\u3066\u3053\u306e\u72b6\u6cc1\u3092\u8a73\u3057\u304f\u691c\u8a3c\u3057\u305f\u307b\u3069\u3067\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u307e\u305f\u3001<a href=\"https:\/\/github.com\/encode\/uvicorn\/pull\/2183\" target=\"_blank\" rel=\"noopener\">\u5358\u72ec\u3067\u7a3c\u50cd<\/a>\u3067\u304d\u308b <a href=\"https:\/\/www.uvicorn.org\" target=\"_blank\" rel=\"noopener\">uvicorn<\/a> \u3084 <a href=\"https:\/\/github.com\/pgjones\/hypercorn\" target=\"_blank\" rel=\"noopener\">Hypercorn<\/a> \u306a\u3069\u306e\u975e\u540c\u671f\u30cd\u30a4\u30c6\u30a3\u30d6\u306e\u30b5\u30fc\u30d0\u30fc\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001Gunicorn \u306e\u975e\u540c\u671f\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u51e6\u7406\u304c\u6e1b\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/github.com\/emmett-framework\/granian\" target=\"_blank\" rel=\"noopener\">Granian<\/a> \u306a\u3069\u306e Rust \u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u65b0\u3057\u3044\u30b5\u30fc\u30d0\u30fc\u3082\u78ba\u56fa\u305f\u308b\u652f\u6301\u3092\u5f97\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Rust \u304c\u76ee\u4e0b Python \u306e\u9ad8\u901f\u5316\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b<\/h3>\n\n\n\n<p>Rust \u306f\u904e\u53bb\u6570\u5e74\u9593\u306b\u308f\u305f\u3063\u3066 Python \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u652f\u3048\u3066\u304d\u307e\u3057\u305f\u3002 2025 \u5e74\u306e Python Language Summit \u3067\u306f\u3001\u300c\u65b0\u3057\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7528\u306b PyPI \u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u3066\u3044\u308b\u30cd\u30a4\u30c6\u30a3\u30d6\u30b3\u30fc\u30c9\u5168\u4f53\u306e 4 \u5206\u306e 1 \u304b\u3089 3 \u5206\u306e 1 \u3067 Rust \u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u300d\u3053\u3068\u304c<a href=\"https:\/\/pyfound.blogspot.com\/2025\/06\/python-language-summit-2025-what-do-core-developers-want-from-rust.html\" target=\"_blank\" rel=\"noopener\">\u767a\u8868<\/a>\u3055\u308c\u3001\u300c\u958b\u767a\u8005\u304c Rust \u3092\u4f7f\u7528\u3057\u3066\u65b0\u3057\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u958b\u59cb\u3059\u308b\u3053\u3068\u3092\u9078\u629e\u3057\u3066\u3044\u308b\u300d\u3053\u3068\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u7d50\u679c\u3092\u898b\u308b\u3068\u3001Python \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30d0\u30a4\u30ca\u30ea\u62e1\u5f35\u306b\u304a\u3051\u308b Rust \u306e\u4f7f\u7528\u7387\u304c 27% \u304b\u3089 33% \u306b\u5897\u52a0\u3057\u3066\u3044\u308b\u306e\u304c\u5206\u304b\u308a\u307e\u3059\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"1293\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/image-20.png\" alt=\"Python \u306e\u30d0\u30a4\u30ca\u30ea\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30d3\u30eb\u30c9\u3059\u308b\u305f\u3081\u306e\u8a00\u8a9e\u306b\u95a2\u3059\u308b\u7d71\u8a08\" class=\"wp-image-591657\"\/><\/figure>\n\n\n                    <div class=\"alert \">\n            <p><strong>Note:<\/strong> Python \u306e\u30d0\u30a4\u30ca\u30ea\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30d3\u30eb\u30c9\u3059\u308b\u305f\u3081\u306e\u8a00\u8a9e<br \/>\r\n* C++<br \/>\r\n* C<br \/>\r\n* Rust<\/p>\n        <\/div>\n    \n\n\n\n\n\n\n<p>\u3053\u306e\u72b6\u6cc1\u306f\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u78ba\u8a8d\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5206\u91ce\u3067 Polars \u304c\u3001\u307b\u307c\u3059\u3079\u3066\u306e\u5206\u91ce\u3067 Pydantic \u304c\u6210\u529f\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002 \u6bd4\u8f03\u7684\u65b0\u3057\u3044 Granian \u306a\u3069\u306e Python \u30a2\u30d7\u30ea\u30b5\u30fc\u30d0\u30fc\u306b\u3064\u3044\u3066\u3082\u540c\u3058\u72b6\u6cc1\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u578b\u4ed8\u304d\u306e Python \u304c\u30c4\u30fc\u30eb\u5206\u91ce\u3067\u4e0a\u6607<\/h3>\n\n\n\n<p>\u4eca\u5e74\u306e\u3082\u3046 1 \u3064\u306e\u91cd\u8981\u306a\u30c8\u30ec\u30f3\u30c9\u306f\u578b\u4ed8\u304d\u306e Python \u3067\u3059\u3002 \u4ee5\u4e0b\u306e\u3088\u3046\u306b\u95a2\u6570\u5b9a\u7fa9\u3067 Python \u306e\u578b\u60c5\u5831\u304c\u6307\u5b9a\u3055\u308c\u3066\u3044\u308b\u306e\u3092\u898b\u305f\u3053\u3068\u304c\u3042\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p><code>def add(x: int, y: int) -&gt; int: ...&nbsp;<\/code><\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u578b\u60c5\u5831\u306f\u4ee5\u524d\u304b\u3089 Python \u306b\u5b58\u5728\u3059\u308b\u3082\u306e\u3067\u3059\u304c\u3001 \u578b\u4ed8\u304d\u306e Python \u3092\u3088\u308a\u4e00\u822c\u7684\u5316\u3057\u3001\u304b\u3064\u5bdb\u5bb9\u7684\u306b\u3059\u308b\u65b0\u305f\u306a\u53d6\u308a\u7d44\u307f\u304c\u3042\u308a\u307e\u3059\u3002 mypy \u306a\u3069\u306e\u30c4\u30fc\u30eb\u306f\u578b\u4ed8\u3051\u306e\u521d\u671f\u6bb5\u968e\u304b\u3089\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u305d\u306e\u76ee\u7684\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u5168\u4f53\u306e\u4e00\u8cab\u6027\u3092\u91cd\u8996\u3057\u305f\u3082\u306e\u3067\u3057\u305f\u3002 \u904e\u53bb\u6570\u304b\u6708\u9593\u306b 2 \u3064\u306e\u65b0\u3057\u3044\u9ad8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u578b\u4ed8\u3051\u30c4\u30fc\u30eb\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>Astral \u306e <a href=\"https:\/\/github.com\/astral-sh\/ty\" target=\"_blank\" rel=\"noopener\">ty<\/a> &#8211; Rust \u3067\u66f8\u304b\u308c\u305f\u975e\u5e38\u306b\u9ad8\u901f\u306a Python \u578b\u30c1\u30a7\u30c3\u30ab\u30fc\u304a\u3088\u3073\u8a00\u8a9e\u30b5\u30fc\u30d0\u30fc<\/li>\n\n\n\n<li>Meta \u306e <a href=\"https:\/\/pyrefly.org\" target=\"_blank\" rel=\"noopener\">Pyrefly<\/a> &#8211; Rust \u3067\u66f8\u304b\u308c\u305f\u9ad8\u901f\u306a Python \u578b\u30c1\u30a7\u30c3\u30ab\u30fc<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306f\u6b21\u4e16\u4ee3\u306e\u578b\u30c1\u30a7\u30c3\u30af\u30c4\u30fc\u30eb\u306e\u5ea7\u3092\u4e89\u3063\u3066\u3044\u307e\u3059\u3002 \u307e\u305f\u3001\u3069\u3061\u3089\u306e\u30c4\u30fc\u30eb\u3082\u6975\u3081\u3066\u9ad8\u901f\u306a\u8a00\u8a9e\u30b5\u30fc\u30d0\u30fc\u30d7\u30ed\u30c8\u30b3\u30eb\uff08LSP\uff09\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u985e\u4f3c\u70b9\u306b\u6c17\u4ed8\u304d\u307e\u305b\u3093\u304b\uff1f \u3069\u3061\u3089\u3082 Rust \u3067\u66f8\u304b\u308c\u3066\u304a\u308a\u3001\u524d\u8ff0\u306e\u300cRust \u304c Python \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u652f\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u300d\u3068\u3044\u3046\u70b9\u3092\u88cf\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3061\u306a\u307f\u306b\u3001\u79c1\u306f\u6570\u9031\u9593\u524d\u306b ty \u304c\u767a\u8868\u3055\u308c\u305f\u969b\u306b\u305d\u306e<a href=\"https:\/\/talkpython.fm\/episodes\/show\/506\/ty-astrals-new-type-checker-formerly-red-knot\" target=\"_blank\" rel=\"noopener\">\u958b\u767a\u30c1\u30fc\u30e0\u306b\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc<\/a>\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b3\u30fc\u30c9\u3068\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u8ca2\u732e\u306e\u307b\u3068\u3093\u3069\u3092\u5360\u3081\u3066\u3044\u308b<\/h3>\n\n\n\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306b\u306f\u591a\u7a2e\u591a\u69d8\u306a\u30e6\u30cb\u30fc\u30af\u306a\u65b9\u6cd5\u3067\u8ca2\u732e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u307b\u3068\u3093\u3069\u306e\u4eba\u306f\u8ca2\u732e\u8005\u306b\u3064\u3044\u3066\u8003\u3048\u305f\u5834\u5408\u3001\u305d\u308c\u306f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u3066\u65b0\u6a5f\u80fd\u3092\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u8ffd\u52a0\u3059\u308b\u4eba\u3092\u771f\u3063\u5148\u306b\u601d\u3044\u6d6e\u304b\u3079\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002 \u3057\u304b\u3057\u3001\u30d7\u30eb\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u969b\u306b\u8ab2\u984c\u306b\u512a\u5148\u9806\u4f4d\u3092\u4ed8\u3051\u308b\u306a\u3069\u3001\u3042\u307e\u308a\u76ee\u7acb\u305f\u306a\u3044\u3082\u306e\u306e\u91cd\u8981\u306a\u8ca2\u732e\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3067\u306f\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u4f55\u5272\u304c\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306b\u8ca2\u732e\u3057\u305f\u3053\u3068\u304c\u3042\u308a\u3001\u3069\u306e\u3088\u3046\u306b\u8ca2\u732e\u3057\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n<p>\u3053\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u306f\u3001\u958b\u767a\u8005\u306e 3 \u5206\u306e 1 \u304c\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306b\u8ca2\u732e\u3057\u305f\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002 \u305d\u308c\u306f\u4e3b\u306b\u3001\u30b3\u30fc\u30c9\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\/\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e\u8ffd\u52a0\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"1062\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/image-21.png\" alt=\"Python \u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u8ca2\u732e\u306b\u95a2\u3059\u308b\u7d71\u8a08\" class=\"wp-image-591670\"\/><\/figure>\n\n\n                    <div class=\"alert \">\n            <p><strong>Note:<\/strong> \u6628\u5e74\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306b\u3069\u306e\u3088\u3046\u306b\u8ca2\u732e\u3057\u307e\u3057\u305f\u304b\uff1f<br \/>\r\n* \u30b3\u30fc\u30c9 78%<br \/>\r\n* \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 \/ \u30b5\u30f3\u30d7\u30eb \/ \u6559\u80b2 40%<br \/>\r\n* \u30e1\u30f3\u30c6\u30ca\u30fc \/ \u30ac\u30d0\u30ca\u30f3\u30b9 \/ \u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7 35%<br \/>\r\n* \u30c6\u30b9\u30c8 33%<\/p>\n        <\/div>\n    \n\n\n\n\n\n\n<h3 class=\"wp-block-heading\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u4e00\u756a<\/h3>\n\n\n\n<p>\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u4e3b\u306b\u3069\u3053\u3067\u5b66\u7fd2\u3057\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f \u56de\u7b54\u8005\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u6700\u3082\u3088\u304f\u4f7f\u7528\u3057\u3066\u3044\u308b\u3068\u7b54\u3048\u3066\u3044\u307e\u3059\u3002 \u8a00\u8a9e\u3068\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u5b66\u7fd2\u65b9\u6cd5\u306f\u591a\u3044\u3067\u3059\u304c\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u6700\u3082\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u308c\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u4fdd\u5b88\u62c5\u5f53\u8005\u306b\u3068\u3063\u3066\u306f\u6717\u5831\u3067\u3059\u3002 \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08\u304a\u3088\u3073\u7d44\u307f\u8fbc\u307f\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\uff09\u306b\u304b\u3051\u305f\u52aa\u529b\u306e\u6210\u679c\u304c\u6709\u52b9\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u304b\u3089\u3067\u3059\u3002 \u3053\u308c\u306f\u3001\u660e\u78ba\u304b\u3064\u7c21\u5358\u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u624b\u6bb5\u3067\u3042\u308b\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u3053\u308c\u306f JetBrains \u306e Paul Everitt \u306a\u3069\u306e\u7d4c\u9a13\u8c4a\u304b\u306a Python \u958b\u767a\u8005\u3092\u4ea4\u3048\u305f\u300c<a href=\"https:\/\/talkpython.fm\/episodes\/show\/504\/developer-trends-in-2025\" target=\"_blank\" rel=\"noopener\"><em>Developer Trends in 2025<\/em><\/a>\u300d\u3068\u3044\u3046\u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u3067\u914d\u4fe1\u3055\u308c\u305f\u30d1\u30cd\u30eb\u8a0e\u8ad6\u306e\u30a8\u30d4\u30bd\u30fc\u30c9\u306e\u5185\u5bb9\u306b\u3082\u5408\u81f4\u3057\u3066\u3044\u307e\u3059\u3002 \u30d1\u30cd\u30ea\u30b9\u30c8\u5168\u54e1\u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u4e00\u756a\u3067\u3042\u308b\u3053\u3068\u306b\u540c\u610f\u3057\u3066\u3044\u308b\u3082\u306e\u306e\u3001\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u306f YouTube \u304c 51% \u3067 \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3088\u308a\u4e0a\u4f4d\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u306f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u5e73\u5747\u7d4c\u9a13\u5e74\u6570\u304c 1\uff5e2 \u5e74\u3067\u3042\u308a\u300145% \u304c 30 \u6b73\u672a\u6e80\u3067\u3042\u308b\u304b\u3089\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u65b0\u305f\u306b\u53f0\u982d\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u3088\u304f\u8033\u306b\u3059\u308b\uff08\u305d\u3057\u3066\u591a\u304f\u306e\u4eba\u304c\u4f7f\u7528\u3057\u3066\u3044\u308b\uff09\u4e00\u9023\u306e AI \u30c4\u30fc\u30eb\u3067\u3059\u3002 \u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\u3068\u3057\u3066\u306e AI \u30c4\u30fc\u30eb\u306f 19% \u304b\u3089 27% \u306b\u4f38\u3073\u3066\u3044\u307e\u3059\uff08\u524d\u5e74\u6bd4 42% \u5897\uff09\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python \u958b\u767a\u8005\u304c\u8a8d\u3081\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u738b\u8005\u306f PostgreSQL<\/h3>\n\n\n\n<p>\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u9078\u629e\u3057\u305f\u304b\u3068\u3044\u3046\u8cea\u554f\u306b\u3064\u3044\u3066\u306f\u3001PostgreSQL \u3068\u7b54\u3048\u305f\u56de\u7b54\u8005\u304c\u5727\u5012\u7684\u306b\u591a\u304b\u3063\u305f\u3067\u3059\u3002 PostgreSQL \u306f Python \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u738b\u8005\u3067\u3042\u308a\u300143% \u304b\u3089 49% \u3078\u3068\u4f38\u3073\u308b\u4e00\u65b9\u3067\u3059\u3002 \u524d\u5e74\u6bd4\u3067\u306f +14% \u3067\u3042\u308a\u300128 \u5468\u5e74\u3092\u8fce\u3048\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u306f\u76ee\u899a\u307e\u3057\u3044\u4f38\u3073\u7387\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"1214\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/image-22.png\" alt=\"Python \u958b\u767a\u8005\u304c\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u7d71\u8a08\" class=\"wp-image-591682\"\/><\/figure>\n\n\n                    <div class=\"alert \">\n            <p><strong>Note:<\/strong> \u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u3054\u5229\u7528\u4e2d\u3067\u3059\u304b\uff1f\uff08\u8907\u6570\u9078\u629e\u53ef\uff09<br \/>\r\n* PostgreSQL<br \/>\r\n* SQLite<br \/>\r\n* MySQL<\/p>\n        <\/div>\n    \n\n\n\n\n\n\n<p>\u3053\u3053\u3067\u8208\u5473\u6df1\u3044\u306e\u306f\u3001PostgreSQL \u304c\u591a\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u306a\u304f\u3001\u4e0a\u4f4d 6 \u4f4d\u306b\u5165\u3063\u305f\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4f7f\u7528\u7387\u304c\u524d\u5e74\u3088\u308a\u3082\u5897\u3048\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002 \u3053\u308c\u306f\u3001\u524d\u8ff0\u306e\u3088\u3046\u306b\u30a6\u30a7\u30d6\u958b\u767a\u305d\u306e\u3082\u306e\u304c\u4f38\u3073\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4eca\u5f8c\u306e\u30c8\u30ec\u30f3\u30c9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b AI \u304c\u5927\u6d3b\u8e8d<\/h3>\n\n\n\n<p>\u79c1\u304c\u6700\u521d\u306b\u4e88\u6e2c\u3057\u3066\u3044\u308b\u30c8\u30ec\u30f3\u30c9\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b AI \u304c\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u30b2\u30fc\u30e0\u30c1\u30a7\u30f3\u30b8\u30e3\u30fc\u3068\u306a\u308b\u3053\u3068\u3067\u3059\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b AI \u306f\u60aa\u8a55\u9ad8\u304f\u3082\u4eba\u6c17\u306e\u9ad8\u3044<a href=\"https:\/\/www.youtube.com\/watch?v=_2C2CNmK7dQ\" target=\"_blank\" rel=\"noopener\">\u30d0\u30a4\u30d6\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0<\/a>\u306e\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3088\u304f\u540d\u524d\u304c\u6319\u304c\u308a\u307e\u3059\u3002 \u3057\u304b\u3057\u3001<strong>\u300c\u30d0\u30a4\u30d6\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u300d\u306e\u305b\u3044\u3067\u3001\u512a\u79c0\u306a\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b AI \u3092\u4f7f\u7528\u3059\u308b\u3068\u751f\u7523\u6027\u304c\u8457\u3057\u304f\u5411\u4e0a\u3059\u308b\u3068\u3044\u3046\u4e8b\u5b9f\u306b\u6c17\u3065\u304d\u306b\u304f\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p>PSF \u306e\u7ba1\u8f44\u5916\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u306b\u3088\u308a\u30012023 \u5e74\u306b\u306f\u7d04 70% \u306e\u958b\u767a\u8005\u304c AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u4e2d\u307e\u305f\u306f\u4f7f\u7528\u4e88\u5b9a\u3067\u3042\u308a\u30012024 \u5e74\u307e\u3067\u306b\u7d04 44% \u306e\u30d7\u30ed\u958b\u767a\u8005\u304c AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3092\u65e5\u5e38\u7684\u306b\u4f7f\u7528\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>JetBrains \u306e <em>2023 \u5e74\u958b\u767a\u8005\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u73fe\u72b6<\/em>\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3001\u300cAI \u30d9\u30fc\u30b9\u306e\u30b3\u30fc\u30c9\u751f\u6210\u30c4\u30fc\u30eb\u306f\u308f\u305a\u304b\u6570\u5e74\u3067\u8208\u5473\u6df1\u3044\u7814\u7a76\u30c8\u30d4\u30c3\u30af\u304b\u3089\u591a\u6570\u306e\u958b\u767a\u8005\u306e\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306e\u91cd\u8981\u306a\u69cb\u6210\u8981\u7d20\u306b\u5909\u308f\u308a\u307e\u3057\u305f\u300d\u3068\u8ff0\u3079\u3089\u308c\u3066\u3044\u307e\u3059\u3002 \u6642\u3092 2025 \u5e74\u306b\u9032\u3081\u307e\u3057\u3087\u3046\u3002<em>2025 \u5e74\u958b\u767a\u8005\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u73fe\u72b6<\/em>\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u898b\u3066\u307f\u308b\u3068\u3001<strong>\u56de\u7b54\u8005\u306e\u7d04\u534a\u6570\uff0849%\uff09\u304c\u6765\u5e74\u4e2d\u306b AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8a66\u3059\u4e88\u5b9a<\/strong>\u3060\u3068\u3044\u3046\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"1242\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/image-23.png\" alt=\"AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f7f\u7528\u7387\u7d71\u8a08\" class=\"wp-image-591695\"\/><\/figure>\n\n\n                    <div class=\"alert \">\n            <p><strong>Note:<\/strong> \u4eca\u5f8c\u6570\u304b\u6708\u4ee5\u5185\u306b AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8a66\u3059\u53ef\u80fd\u6027\u306f\u3069\u308c\u304f\u3089\u3044\u3042\u308a\u307e\u3059\u304b\uff1f<br \/>\r\n* \u975e\u5e38\u306b\u3042\u308b 49%<br \/>\r\n* \u3042\u308b\u7a0b\u5ea6\u3042\u308b 20%<br \/>\r\n* \u5206\u304b\u3089\u306a\u3044 10%<br \/>\r\n* \u307b\u307c\u306a\u3044 4%<br \/>\r\n* \u307e\u3063\u305f\u304f\u306a\u3044 6%<br \/>\r\n* \u3059\u3067\u306b AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b 11%<\/p>\n        <\/div>\n    \n\n\n\n\n\n\n<p>\u5927\u624b\u30c6\u30c3\u30af\u4f01\u696d\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b AI \u3092\u53d7\u3051\u5165\u308c\u306a\u3044\u958b\u767a\u8005\u304c\u5c31\u696d\u306e\u6a5f\u4f1a\u3092\u5f97\u308b\u53ef\u80fd\u6027\u306f\u7686\u7121\u306b\u7b49\u3057\u3044\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b AI \u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u958b\u767a\u8005\u3068\u305d\u308c\u3092\u907f\u3051\u3066\u3044\u308b\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u306e\u5dee\u304c\u5358\u306b\u5927\u304d\u3059\u304e\u308b\u306e\u3067\u3059\uff08AI \u3092\u4f7f\u3063\u305f\u65b9\u304c\u751f\u7523\u6027\u304c\u7d04 30% \u9ad8\u3044\u3068\u5224\u65ad\u3055\u308c\u3066\u3044\u307e\u3059\uff09\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><code>async<\/code>\u3001<code>await<\/code>\u3001\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u304c Python \u306e\u57fa\u672c\u3068\u306a\u308a\u3064\u3064\u3042\u308b<\/h3>\n\n\n\n<p>\u4eca\u5f8c\u306f\u3001\u4e26\u884c\u6027\u3068 Python \u304c\u8a71\u984c\u306e\u4e2d\u5fc3\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002 Python \u30a6\u30a7\u30d6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u30a2\u30d7\u30ea\u30b5\u30fc\u30d0\u30fc\u304c\u975e\u540c\u671f\u5b9f\u884c\u306b\u79fb\u884c\u3057\u59cb\u3081\u3066\u3044\u308b\u3053\u3068\u306f\u3059\u3067\u306b\u53d6\u308a\u4e0a\u3052\u307e\u3057\u305f\u304c\u3001\u3053\u308c\u306f\u5f37\u529b\u306a\u30c8\u30ec\u30f3\u30c9\u306e\u4e00\u90e8\u306b\u904e\u304e\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>Python 3.14 \u306f\u3001\u30d5\u30ea\u30fc\u30b9\u30ec\u30c3\u30c9 Python \u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b Python \u521d\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u306a\u308a\u307e\u3059\u3002 \u30d5\u30ea\u30fc\u30b9\u30ec\u30c3\u30c9 Python \u306f GIL\uff08\u30b0\u30ed\u30fc\u30d0\u30eb\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u30fc\u30ed\u30c3\u30af\uff09\u3092\u4f7f\u7528\u3057\u306a\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306e Python \u30e9\u30f3\u30bf\u30a4\u30e0\u3067\u3042\u308a\u3001\u5b9f\u9a13\u7684\u6a5f\u80fd\u3068\u3057\u3066\u521d\u3081\u3066 CPython 3.13 \u306b\u8ffd\u52a0\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u904b\u55b6\u59d4\u54e1\u4f1a\u3068\u30b3\u30a2\u958b\u767a\u8005\u306f\u5148\u9031\u3001\u3053\u308c\u3092\u8a00\u8a9e\u3068\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u56fa\u5b9a\u7684\u306a\u8981\u7d20\u3068\u3057\u3066\u6b63\u5f0f\u306b\u627f\u8a8d\u3057\u307e\u3057\u305f\u3002 \u3053\u306e\u4e8b\u5b9f\u306f\u5e83\u7bc4\u56f2\u306b\u5f71\u97ff\u3092\u53ca\u307c\u3059\u3053\u3068\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002 \u958b\u767a\u8005\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u30ed\u30c3\u30af\u3068\u30ec\u30fc\u30b9\u30b3\u30f3\u30c7\u30a3\u30b7\u30e7\u30f3\u3092\u4f34\u3046\u30b9\u30ec\u30c3\u30c9\u5316\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3001\u304a\u3088\u3073\u305d\u308c\u304c\u3082\u305f\u3089\u3059\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u4e0a\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u3088\u308a\u614e\u91cd\u306b\u8003\u616e\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u304f\u306a\u308b\u3067\u3057\u3087\u3046\u3002 \u30d1\u30c3\u30b1\u30fc\u30b8\u4fdd\u5b88\u62c5\u5f53\u8005\u3001\u7279\u306b\u30cd\u30a4\u30c6\u30a3\u30d6\u30b3\u30fc\u30c9\u306e\u62e1\u5f35\u6a5f\u80fd\u3092\u6271\u3046\u62c5\u5f53\u8005\u306f\u3001\u30d5\u30ea\u30fc\u30b9\u30ec\u30c3\u30c9 Python \u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3088\u3046\u306b\u30b3\u30fc\u30c9\u306e\u4e00\u90e8\u3092\u66f8\u304d\u63db\u3048\u308b\u3053\u3068\u3067\u3001\u30ec\u30fc\u30b9\u30b3\u30f3\u30c7\u30a3\u30b7\u30e7\u30f3\u3084\u30c7\u30c3\u30c9\u30ed\u30c3\u30af\u306e\u767a\u751f\u3092\u963b\u6b62\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u306f\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059\u3002 \u79c1\u306f\u6700\u3082\u5b89\u4fa1\u306a Apple Mac Mini M4 \u3067\u3053\u306e\u8a18\u4e8b\u3092\u66f8\u3044\u3066\u3044\u307e\u3059\u304c\u3001 \u3053\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306b\u642d\u8f09\u3055\u308c\u3066\u3044\u308b CPU \u30b3\u30a2\u306f 10 \u500b\u3067\u3059\u3002 \u3064\u307e\u308a\u3001\u3053\u306e\u5909\u66f4\u304c Python \u306b\u53cd\u6620\u3055\u308c\u308b\u307e\u3067\u306f\u3001\u5358\u4e00\u306e Python \u30d7\u30ed\u30bb\u30b9\u304b\u3089\u5f97\u3089\u308c\u308b\u6700\u5927\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306f\u30de\u30b7\u30f3\u306e\u5b9f\u969b\u306e\u80fd\u529b\u306e 10% \u306b\u306a\u308a\u307e\u3059\u3002 \u30d5\u30ea\u30fc\u30b9\u30ec\u30c3\u30c9 Python \u304c\u5b8c\u5168\u306b\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u307e\u308c\u305f\u3089\u3001\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u3068 async \/ await \u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b\u6a19\u6e96\u7684\u306a Python \u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306e\u6700\u5927\u80fd\u529b\u306b\u304b\u306a\u308a\u8fd1\u3065\u304f\u306b\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p><code>async<\/code> \u30ad\u30fc\u30ef\u30fc\u30c9\u3068 <code>await<\/code> \u30ad\u30fc\u30ef\u30fc\u30c9\u306f\u3001\u5358\u306a\u308b\u4e26\u884c\u51e6\u7406\u30b3\u30fc\u30c9\u3092\u591a\u7528\u3057\u305f\u3044\u30a6\u30a7\u30d6\u958b\u767a\u8005\u5411\u3051\u306e\u624b\u6bb5\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002&nbsp; \u305d\u306e\u6d3b\u8e8d\u306e\u5834\u306f\u3060\u3093\u3060\u3093\u5897\u3048\u3066\u3044\u307e\u3059\u3002 \u79c1\u304c\u6700\u8fd1\u77e5\u3063\u305f\u305d\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u306e\u4e00\u3064\u306b\u3001<a href=\"https:\/\/temporal.io\" target=\"_blank\" rel=\"noopener\">Temporal<\/a> \u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f asyncio \u30a4\u30d9\u30f3\u30c8\u30eb\u30fc\u30d7\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u6a19\u6e96\u306e\u5de7\u5999\u306a\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u624b\u6cd5\u3092\u6c38\u7d9a\u7684\u304b\u3064\u8907\u6570\u306e\u30de\u30b7\u30f3\u3092\u6a2a\u65ad\u3057\u3066\u5b9f\u884c\u3055\u308c\u308b\u4ed5\u7d44\u307f\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002 \u5358\u306b\u4f55\u3089\u304b\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5f85\u6a5f\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3082\u3001\u305d\u306e\u88cf\u5074\u3067\u306f\u30de\u30b7\u30f3\u304c\u518d\u8d77\u52d5\u3057\u3066\u3082\u6b62\u307e\u308b\u306a\u304f\u6c38\u7d9a\u7684\u306b\u5b9f\u884c\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002 Temporal \u306e\u3088\u3046\u306b <code>async<\/code> \u3068 <code>await<\/code> \u3092\u8208\u5473\u6df1\u3044\u65b9\u6cd5\u3067\u4f7f\u7528\u3059\u308b\u30c4\u30fc\u30eb\u304c\u5897\u3048\u308b\u306b\u3064\u308c\u3001\u3053\u308c\u3089\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u7406\u89e3\u3059\u308b\u91cd\u8981\u6027\u304c\u5897\u3057\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u306b\u306f\u3001Pydantic \u306b\u3088\u3063\u3066\u591a\u304f\u306e\u958b\u767a\u8005\u304c\u3053\u308c\u307e\u3067\u4ee5\u4e0a\u306b Python \u306e\u578b\u4ed8\u3051\u306b\u8208\u5473\u3092\u6301\u3064\u3088\u3046\u306b\u306a\u3063\u305f\u3068\u3044\u3046\u985e\u4f3c\u70b9\u304c\u898b\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python GUI \u3068\u30e2\u30d0\u30a4\u30eb\u306e\u53f0\u982d<\/h3>\n\n\n\n<p>\u6700\u5f8c\u306b\u4e88\u6e2c\u3055\u308c\u308b\u30c8\u30ec\u30f3\u30c9\u306f\u3001Python GUI \u3068\u30e2\u30d0\u30a4\u30eb\u3067\u306e Python \u304c\u53f0\u982d\u3059\u308b\u3053\u3068\u3067\u3059\u3002 iOS \u3084 Android \u4e0a\u306e\u30cd\u30a4\u30c6\u30a3\u30d6\u30a2\u30d7\u30ea\u306b\u3064\u3044\u3066\u8003\u3048\u305f\u5834\u5408\u3001\u305d\u308c\u3089\u3092\u8fd1\u3044\u5c06\u6765\u306b Python \u3067\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3092\u5922\u898b\u308b\u3053\u3068\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>2025 \u5e74\u306e Python Language Summit \u3067\u306f\u3001Russell Keith-Magee \u6c0f\u304c iOS \u3068 Android \u3092 CPython \u306e\u30c6\u30a3\u30a2 3 \u30b5\u30dd\u30fc\u30c8\u5bfe\u8c61\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u3059\u308b\u53d6\u308a\u7d44\u307f\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002 \u3053\u308c\u306f PEP 730 \u3068 PEP 738 \u3067\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u306f\u3001Python \u3092\u4f7f\u7528\u3057\u3066\u30a2\u30d7\u30ea\u30b9\u30c8\u30a2\u306b\u51fa\u8377\u3067\u304d\u308b\u771f\u306e\u30cd\u30a4\u30c6\u30a3\u30d6\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u5fc5\u8981\u6761\u4ef6\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u5341\u5206\u6761\u4ef6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3088\u308a\u4e00\u822c\u7684\u306b\u306f\u3001Python \u306e UI \u306b\u95a2\u3059\u308b\u8208\u5473\u6df1\u3044\u30a2\u30a4\u30c7\u30a2\u3068\u65b0\u3057\u3044\u89e3\u91c8\u304c\u3042\u308a\u307e\u3057\u305f\u3002 fast.ai \u306e Jeremy Howard \u6c0f\u306b\u306f\u3001\u30e2\u30c0\u30f3\u306a\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7d14\u7c8b\u306a Python \u3067\u4f5c\u6210\u3067\u304d\u308b <a href=\"https:\/\/www.fastht.ml\" target=\"_blank\" rel=\"noopener\">FastHTML<\/a> \u3092\u7d39\u4ecb\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002 <a href=\"https:\/\/nicegui.io\" target=\"_blank\" rel=\"noopener\">NiceGUI<\/a> \u306f\u3001\u7d14\u7c8b\u306a Python \u3067\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u3084 PWA \u3092\u4f5c\u6210\u3067\u304d\u308b\u512a\u308c\u305f\u65b9\u6cd5\u3068\u3057\u3066\u4eba\u6c17\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u5909\u66f4\uff08\u7279\u306b\u30e2\u30d0\u30a4\u30eb\u95a2\u9023\u306e\u3082\u306e\u3092\u542b\u3080\uff09\u306b\u3088\u308a\u3001\u4eca\u5f8c\u6570\u5e74\u306b\u308f\u305f\u3063\u3066\u8a71\u984c\u306b\u306a\u308b\u3088\u3046\u306a\u5f37\u529b\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u304c\u73fe\u308c\u308b\u3053\u3068\u3092\u671f\u5f85\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9f\u7528\u7684\u306a\u30a2\u30a4\u30c7\u30a2<\/h2>\n\n\n\n<p>\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u7d50\u679c\u3001\u79c1\u306e\u89e3\u91c8\u3001\u305d\u3057\u3066\u4e88\u6e2c\u306b\u3064\u3044\u3066\u898b\u3066\u304d\u307e\u3057\u305f\u3002 \u3067\u306f\u3001\u3053\u308c\u3089\u306b\u95a2\u3057\u3066\u4f55\u3092\u3059\u308c\u3070\u3088\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f \u3082\u3061\u308d\u3093\u3001\u7686\u3055\u3093\u306b\u4f55\u3089\u304b\u306e\u7fa9\u52d9\u304c\u3042\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u8a18\u4e8b\u306e\u7de0\u3081\u304f\u304f\u308a\u306b\u3001\u3053\u308c\u3089\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u6ce2\u3092\u6d3b\u7528\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u5b9f\u7528\u7684\u306a\u30a2\u30a4\u30c7\u30a2\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306f\u3001\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3060\u5f8c\u306b\u5b9f\u8df5\u306b\u79fb\u305b\u308b\u5b9f\u7528\u7684\u306a 6 \u3064\u306e\u30a2\u30a4\u30c7\u30a2\u3067\u3059\u3002 \u307e\u3060\u6d3b\u7528\u3057\u3066\u3044\u306a\u3044\u6c17\u306b\u5165\u3063\u305f\u30a2\u30a4\u30c7\u30a2\u3092\u9078\u3073\u3001Python \u5206\u91ce\u3067\u306e\u3055\u3089\u306a\u308b\u6210\u529f\u306b\u5f79\u7acb\u3064\u304b\u3069\u3046\u304b\u3092\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a2\u30a4\u30c7\u30a2 1: uv \u3092\u5b66\u7fd2\u3059\u308b<\/h3>\n\n\n\n<p>Python \u30d1\u30c3\u30b1\u30fc\u30b8\u7ba1\u7406\u30c4\u30fc\u30eb\u3067\u3042\u308b <a href=\"https:\/\/astral.sh\/uv\/\" target=\"_blank\" rel=\"noopener\">uv<\/a> \u306f\u3001\u5c0e\u5165\u3055\u308c\u305f\u5e74\u306b 0% \u304b\u3089 11% \u3078\u3068\u9a5a\u7570\u7684\u306a\u6210\u9577\u3092\u9042\u3052\u307e\u3057\u305f\uff08\u307e\u305f\u3001\u3053\u306e\u6210\u9577\u306f 2025 \u5e74\u3082\u660e\u3089\u304b\u306b\u7d99\u7d9a\u3057\u3066\u3044\u307e\u3059\uff09\u3002 \u3053\u306e Rust \u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u306f\u3001\u7686\u3055\u3093\u304c\u3053\u308c\u307e\u3067\u8033\u306b\u3057\u305f\u3068\u601d\u308f\u308c\u308b\u591a\u304f\u306e\u6700\u3082\u91cd\u8981\u306a\u30c4\u30fc\u30eb\u306e\u80fd\u529b\u3092\u3059\u3079\u3066\u6301\u3063\u3066\u304a\u308a\u3001\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u512a\u308c\u305f\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30de\u30b7\u30f3\u306b Python \u304c\u5fc5\u8981\u306a\u3089\u3001 <code>run uv venv venv<\/code> \u3092\u5b9f\u884c\u3059\u308b\u3060\u3051\u3067\u6700\u65b0\u306e\u5b89\u5b9a\u30ea\u30ea\u30fc\u30b9\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u4eee\u60f3\u74b0\u5883\u306e\u4f5c\u6210\u304c\u5b8c\u4e86\u3057\u307e\u3059\u3002 \u3067\u304d\u308b\u3053\u3068\u306f\u305d\u308c\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002 uv \u306e\u3059\u3079\u3066\u3092\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001<em>Talk Python<\/em> \u3067\u914d\u4fe1\u3055\u308c\u305f\u7b2c 2 \u4e16\u4ee3 uv \u306b\u95a2\u3059\u308b <a href=\"https:\/\/talkpython.fm\/episodes\/show\/453\/uv-the-next-evolution-in-python-packages\" target=\"_blank\" rel=\"noopener\">Charlie Marsh \u3068\u306e\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>uv \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5834\u5408\u306f\u3001<a href=\"https:\/\/github.com\/astral-sh\/uv?tab=readme-ov-file#installation\" target=\"_blank\" rel=\"noopener\">\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u7248\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u3092\u4f7f\u7528<\/a>\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u7248\u3067\u306f uv \u3092\u81ea\u5df1\u7ba1\u7406\u3055\u305b\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a2\u30a4\u30c7\u30a2 2: \u6700\u65b0\u306e Python \u3092\u4f7f\u7528\u3059\u308b<\/h3>\n\n\n\n<p>83% \u306e\u56de\u7b54\u8005\u304c\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306e Python \u3092\u4f7f\u7528\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002 \u305d\u306e 1 \u4eba\u306b\u306a\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002 \u4eee\u60f3\u74b0\u5883\u3092\u4f7f\u7528\u3059\u308b\u304b\u3001\u30b3\u30f3\u30c6\u30ca\u30fc\u3092\u4f7f\u7528\u3057\u3066\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306e Python \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u305d\u308c\u306b\u306f uv \u3092\u4f7f\u7528\u3059\u308b\u306e\u304c\u6700\u3082\u624b\u3063\u53d6\u308a\u65e9\u3044\u3067\u3059\u3002\u306a\u305c\u306a\u3089\u3001uv \u306f\u30b7\u30b9\u30c6\u30e0\u306e Python \u3084\u305d\u306e\u4ed6\u306e\u69cb\u6210\u306b\u5f71\u97ff\u3057\u306a\u3044\u304b\u3089\u3067\u3059\uff08\u30a2\u30a4\u30c7\u30a2 1 \u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\uff01\uff09\u3002<\/p>\n\n\n\n<p>Docker \u30b3\u30f3\u30c6\u30ca\u30fc\u3067\u30c7\u30d7\u30ed\u30a4\u3084\u958b\u767a\u3092\u884c\u3046\u5834\u5408\u306f\u3001\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306e Python 3.13 \u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3057\u3066\u4ee5\u4e0b\u306e 2 \u884c\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">RUN curl -LsSf https:\/\/astral.sh\/uv\/install.sh | sh\nRUN uv venv --python 3.13 \/venv<\/pre>\n\n\n\n<p>\u79c1\u306e\u3088\u3046\u306b\u30ed\u30fc\u30ab\u30eb\u306e\u4eee\u60f3\u74b0\u5883\u3067\u958b\u767a\u3059\u308b\u5834\u5408\u306f\u3001<code>RUN<\/code> \u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u524a\u9664\u3057\u3001uv \u3092\u4f7f\u7528\u3057\u3066\u74b0\u5883\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u5f53\u7136\u306a\u304c\u3089\u3001Python \u306e\u65b0\u3057\u3044\u30e1\u30b8\u30e3\u30fc\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30ea\u30ea\u30fc\u30b9\u306b\u5408\u308f\u305b\u3066\u30d0\u30fc\u30b8\u30e7\u30f3\u756a\u53f7\u3092\u66f4\u65b0\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3092\u884c\u3046\u3068\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u4e0a\u306e\u30e1\u30ea\u30c3\u30c8\u304b\u3089\u8a00\u8a9e\u6a5f\u80fd\u307e\u3067\u3001\u30e2\u30c0\u30f3\u306a Python \u306e\u6f5c\u5728\u80fd\u529b\u3092\u30d5\u30eb\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a2\u30a4\u30c7\u30a2 3: \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b AI \u3092\u5b66\u7fd2\u3059\u308b<\/h3>\n\n\n\n<p>\u307e\u3060\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b AI \u3092\u8a66\u3057\u3066\u3044\u306a\u3044\u65b9\u306f\u3001\u305c\u3072\u8a66\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002 AI \u3084 LLM \u3092\u907f\u3051\u308b\u958b\u767a\u8005\u304c\u3044\u308b\u7406\u7531\u306f\u5206\u304b\u308a\u307e\u3059\u3002 \u7b2c\u4e00\u306b\u3001\u8457\u4f5c\u6a29\u306b\u95a2\u3059\u308b\u5408\u6cd5\u6027\u304c\u7591\u308f\u3057\u3044\u3068\u3044\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002 \u74b0\u5883\u3078\u306e\u5bb3\u306f\u5b9f\u969b\u306b\u5b58\u5728\u3057\u3001\u958b\u767a\u8005\u306e\u96c7\u7528\u3068\u81ea\u5f8b\u6027\u306b\u5bfe\u3059\u308b\u8105\u5a01\u306f\u898b\u904e\u3054\u3057\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002 \u3057\u304b\u3057\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3060\u3051\u3067\u306a\u304f\u3001<em>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b<\/em> AI \u5411\u3051\u306e\u30c8\u30c3\u30d7\u30ec\u30d9\u30eb\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308c\u3070\u3001\u751f\u7523\u6027\u3092\u5927\u5e45\u306b\u30a2\u30c3\u30d7\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d0\u30a4\u30d6\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u52e7\u3081\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001 \u5358\u7d14\u306a\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u30d1\u30c3\u30b1\u30fc\u30b8\u3001\u3082\u3057\u304f\u306f CLI \u30c4\u30fc\u30eb\u304c\u3042\u308c\u3070\u3044\u3044\u306e\u306b\u3068\u601d\u3063\u305f\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f \u305d\u306e\u3088\u3046\u306a\u4f5c\u696d\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b AI \u306b\u4efb\u305b\u308c\u3070\u3001\u30e1\u30a4\u30f3\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u4f5c\u696d\u6642\u9593\u306b\u3064\u3044\u3066\u6280\u8853\u7684\u8ca0\u50b5\u3092\u767a\u751f\u3055\u305b\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u751f\u7523\u6027\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u3088\u304f\u3042\u308b\u3082\u3046\u4e00\u3064\u306e\u30df\u30b9\u306f\u3001\u4e00\u756a\u5b89\u4fa1\u306a\u30e2\u30c7\u30eb\u307e\u305f\u306f\u7121\u6599\u30e2\u30c7\u30eb\u3067\u8a66\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u3067\u3059\u3002 \u5927\u304d\u306a\u52b9\u679c\u3092\u5f97\u3089\u308c\u306a\u304b\u3063\u305f\u3089\u3001\u305d\u308c\u3092\u7406\u7531\u306b\u300c\u3084\u3063\u3071\u308a\u3002\u305d\u308c\u307b\u3069\u5f79\u306b\u7acb\u305f\u306a\u3044\u3002 \u9069\u5f53\u306a\u7d50\u679c\u3092\u8fd4\u3059\u3057\u3001\u9593\u9055\u3063\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308b\u300d\u306a\u3069\u3068\u5224\u65ad\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002 \u8a31\u3059\u7bc4\u56f2\u3067\u6700\u9ad8\u306e\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u3001\u672c\u6c17\u3067\u8a66\u3059\u306e\u3067\u3042\u308c\u3070\u6708\u984d 10 USD \u304b 20 USD \u3092\u652f\u6255\u3044\u3001\u5b9f\u969b\u306b\u5b9f\u73fe\u3067\u304d\u305d\u3046\u306a\u3053\u3068\u3092\u63a2\u3063\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>JetBrains \u306f\u6700\u8fd1\u3001Junie \u3068\u3044\u3046 JetBrains IDE \u7528\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002 JetBrains IDE \u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u65b9\u306f\u3001\u305c\u3072<a href=\"https:\/\/www.jetbrains.com\/junie\/\" target=\"_blank\" rel=\"noopener\">\u304a\u8a66\u3057\u304f\u3060\u3055\u3044<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a2\u30a4\u30c7\u30a2 4: \u57fa\u672c\u7684\u306a Rust \u3092\u8aad\u3081\u308b\u3088\u3046\u306b\u5b66\u7fd2\u3059\u308b<\/h3>\n\n\n\n<p>Python \u958b\u767a\u8005\u306f Rust \u3092 Python \u306b\u4ee3\u308f\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u305d\u308c\u3092\u88dc\u3046\u3082\u306e\u3068\u8003\u3048\u3066\u57fa\u790e\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3059\u3079\u304d\u3067\u3059\u3002 \u3053\u306e\u5206\u6790\u3067\u8ff0\u3079\u305f\u3088\u3046\u306b\u3001Python \u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u6700\u3082\u91cd\u8981\u306a\u90e8\u5206\u3067 Rust \u306e\u91cd\u8981\u6027\u304c\u307e\u3059\u307e\u3059\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002 Python \u958b\u767a\u8005\u304b\u3089 Rust \u958b\u767a\u8005\u306b\u8ee2\u5411\u3059\u308b\u3053\u3068\u306f\u7d76\u5bfe\u306b\u304a\u52e7\u3081\u3057\u307e\u305b\u3093\u304c\u3001\u57fa\u672c\u7684\u306a Rust \u3092\u8aad\u307f\u3001\u4f7f\u7528\u3057\u3066\u3044\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u52d5\u4f5c\u3092\u7406\u89e3\u3067\u304d\u308b\u30b9\u30ad\u30eb\u306f\u7d20\u6674\u3089\u3057\u3044\u6b66\u5668\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a2\u30a4\u30c7\u30a2 5: \u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u306e\u7406\u89e3\u306b\u52aa\u3081\u308b<\/h3>\n\n\n\n<p>Python \u958b\u767a\u8005\u306f\u6982\u3057\u3066\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u3084\u4e26\u884c\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u5206\u91ce\u3068\u306f\u7121\u95a2\u4fc2\u306b\u4f5c\u696d\u3057\u3066\u304d\u307e\u3057\u305f\u3002 Python 3.6 \u3067\u306f\u7d20\u6674\u3089\u3057\u3044 async \u30ad\u30fc\u30ef\u30fc\u30c9\u3068 await \u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u8a00\u8a9e\u306b\u8ffd\u52a0\u3055\u308c\u307e\u3057\u305f\u304c\u3001 I\/O \u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u3063\u3066\u3044\u308b\u4e26\u884c\u51e6\u7406\u306b\u3057\u304b\u9069\u7528\u3055\u308c\u307e\u305b\u3093\u3002 \u305f\u3068\u3048\u3070\u3001\u79c1\u306f\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u3092\u547c\u3073\u51fa\u3059\u5834\u5408\u3001HTTPX \u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u305d\u306e\u547c\u3073\u51fa\u3057\u3092\u5f85\u6a5f\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002 \u3053\u306e\u7a2e\u306e\u4e26\u884c\u51e6\u7406\u3067\u306f\u3001\u30ec\u30fc\u30b9\u30b3\u30f3\u30c7\u30a3\u30b7\u30e7\u30f3\u306a\u3069\u306e\u307b\u3068\u3093\u3069\u306e\u969c\u5bb3\u3092\u56de\u907f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u5728\u3001\u4e26\u884c\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u304c Python \u306b\u5c0e\u5165\u3055\u308c\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002 3.14 \u3067\u306f PEP 703 \u304c Python \u306b\u7d44\u307f\u8fbc\u307e\u308c\u308b\u3053\u3068\u304c\u516c\u5f0f\u304b\u3064\u5b8c\u5168\u306b\u627f\u8a8d\u3055\u308c\u305f\u305f\u3081\u3001\u771f\u306e\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u306e\u4ed5\u7d44\u307f\u3092\u7406\u89e3\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002 \u3053\u308c\u306b\u4f34\u3044\u3001\u30ed\u30c3\u30af\u3001\u30bb\u30de\u30d5\u30a9\u3001\u30df\u30e5\u30fc\u30c6\u30c3\u30af\u30b9\u306e\u7406\u89e3\u3082\u5fc5\u8981\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u82e6\u52b4\u3059\u308b\u3053\u3068\u306b\u306f\u306a\u308a\u307e\u3059\u304c\u3001Python \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5287\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u7d20\u6674\u3089\u3057\u3044\u6a5f\u4f1a\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>2025 \u5e74\u306e Python Language Summit \u3067\u306f\u3001\u8b1b\u6f14\u306e\u7d04 3 \u5206\u306e 1 \u304c\u4e26\u884c\u6027\u3068\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u3092\u4f55\u3089\u304b\u306e\u5f62\u3067\u8a71\u984c\u306b\u3057\u3066\u3044\u307e\u3057\u305f\u3002 \u3053\u308c\u306f\u307e\u3055\u306b\u4eca\u5ea6\u4e88\u898b\u3055\u308c\u308b\u3053\u3068\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f5c\u6210\u3059\u308b\u3059\u3079\u3066\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u4e26\u884c\u6027\u3084\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u304c\u5fc5\u8981\u306a\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5341\u5206\u306b\u666e\u53ca\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u308b\u305f\u3081\u3001\u52d5\u4f5c\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002 <a href=\"https:\/\/training.talkpython.fm\/courses\/python-concurrency-deep-dive\" target=\"_blank\" rel=\"noopener\">Python \u306b\u3088\u308b async \u306b\u95a2\u3057\u3066\u79c1\u304c\u4f5c\u6210\u3057\u305f\u30b3\u30fc\u30b9<\/a>\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u30b3\u30fc\u30b9\u306b\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 \u307e\u305f\u3001JetBrains \u306e Cheuk Ting Ho \u304c\u300c<a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/06\/concurrency-in-async-await-and-threading\/\"><em>Faster Python: Concurrency in async\/await and threading<\/em><\/a>\uff08Faster Python: async\/await \u3068\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u306b\u304a\u3051\u308b\u4e26\u884c\u6027\uff09\u300d\u3068\u3044\u3046\u30bf\u30a4\u30c8\u30eb\u3067\u7d20\u6674\u3089\u3057\u3044\u8a18\u4e8b\u3092\u57f7\u7b46\u3057\u3066\u3044\u307e\u3059\u3002\u305c\u3072\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a2\u30a4\u30c7\u30a2 6: \u65b0\u4eba\u306e\u5b58\u5728\u3092\u5fd8\u308c\u306a\u3044\u3053\u3068<\/h3>\n\n\n\n<p>\u6700\u5f8c\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u4f55\u304b\u3092\u69cb\u7bc9\u3057\u305f\u308a\u5171\u6709\u3057\u305f\u308a\u3059\u308b\u969b\u306f\u3001\u5fc5\u305a\u521d\u5fc3\u8005\u306b\u3068\u3063\u3066\u6577\u5c45\u306e\u4f4e\u3044\u3082\u306e\u306b\u3057\u307e\u3057\u3087\u3046\u3002 Python \u958b\u767a\u8005\u306e\u534a\u6570\u306f Python \u306e\u4f7f\u7528\u7d4c\u9a13\u304c 2 \u5e74\u672a\u6e80\u3067\u3042\u308a\u3001\u305d\u306e\u5927\u534a\u306f\u4f55\u3089\u304b\u306e\u5f62\u3067\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u7d4c\u9a13\u3057\u305f\u5e74\u6570\u3082 2 \u5e74\u672a\u6e80\u3067\u3059\u3002 \u3053\u308c\u3082\u6ce8\u76ee\u306b\u5024\u3059\u308b\u4e8b\u5b9f\u3060\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u8b1b\u6f14\u3084\u57f7\u7b46\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3001\u30c4\u30fc\u30eb\u306e\u4f5c\u6210\u3067\u306f\u3001\u8907\u6570\u306e Python \u30d5\u30a1\u30a4\u30eb\u306e\u64cd\u4f5c\u3001\u4eee\u60f3\u74b0\u5883\u3001\u4f9d\u5b58\u95a2\u4fc2\u306e\u56fa\u5b9a\u306a\u3069\u306b\u3064\u3044\u3066\u9577\u5e74\u5171\u6709\u3055\u308c\u3066\u304d\u305f\u77e5\u8b58\u304c\u3042\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u8a73\u7d30\u3092\u77e5\u308a\u305f\u3044\u3067\u3059\u304b\uff1f <a href=\"https:\/\/lp.jetbrains.com\/ja-jp\/python-developers-survey-2024\/\" target=\"_blank\" rel=\"noopener\"><em>Python \u958b\u767a\u8005\u30a2\u30f3\u30b1\u30fc\u30c8<\/em>\u306e\u5168<em>\u7d50\u679c<\/em>\u3092\u3053\u3061\u3089\u3067\u3054\u89a7\u3044\u305f\u3060\u3051\u307e\u3059<\/a>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">PyCharm \u3067\u958b\u767a\u3092\u958b\u59cb\u3059\u308b<\/h2>\n\n\n\n<p>PyCharm \u306f\u30aa\u30fc\u30eb\u30a4\u30f3\u30ef\u30f3\u578b\u306e\u5f37\u529b\u306a IDE \u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001ML\/AI \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u304a\u3088\u3073\u30a6\u30a7\u30d6\u958b\u767a\u306b\u5fc5\u8981\u306a\u3059\u3079\u3066\u306e\u6a5f\u80fd\u3092\u3059\u3050\u306b\u4f7f\u7528\u3067\u304d\u308b\u72b6\u614b\u3067\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n    <div class=\"buttons\">\n        <div class=\"buttons__row\">\n                                                <a href=\"https:\/\/www.jetbrains.com\/pycharm\/\" class=\"btn\" target=\"\" rel=\"noopener\">Try PyCharm for free<\/a>\n                                                    <\/div>\n    <\/div>\n\n\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"author\">\u4f5c\u8005\u306b\u3064\u3044\u3066<\/h2>\n\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                                                            <div class=\"about-author__box-img\">\n                            <img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2024\/11\/michael-kennedy.jpg\" alt=\"Michael Kennedy\" loading=\"lazy\">\n                        <\/div>\n                                        <div class=\"about-author__box-text\">\n                                                    <h4>Michael Kennedy<\/h4>\n                                                <p>u003cspan style=u0022font-weight: 400;u0022u003eMichael is the founder of Talk Python and a PSF Fellow. Talk Python is a podcast and course platform that has been exploring the Python ecosystem for over 10 years. At his core, Michael is a web and API developer.u003c\/spanu003e<\/p>\n                    <\/div>\n                            <\/div>\n        <\/div>\n    <\/div>\n","protected":false},"author":1394,"featured_media":599725,"comment_status":"closed","ping_status":"closed","template":"","categories":[952,8377],"tags":[5377,73,6443],"cross-post-tag":[8851,7130],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/pycharm\/599722"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/pycharm"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/types\/pycharm"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/users\/1394"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/comments?post=599722"}],"version-history":[{"count":5,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/pycharm\/599722\/revisions"}],"predecessor-version":[{"id":599751,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/pycharm\/599722\/revisions\/599751"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/media\/599725"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/media?parent=599722"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/categories?post=599722"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/tags?post=599722"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/cross-post-tag?post=599722"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}