{"id":73518,"date":"2024-03-20T13:08:53","date_gmt":"2024-03-20T04:08:53","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/python%e3%82%92%e4%bd%bf%e7%94%a8%e3%81%97%e3%81%a6%e3%83%9e%e3%83%ab%e3%83%81%e3%82%b3%e3%82%a2%e3%81%a7%e4%b8%a6%e5%88%97%e5%87%a6%e7%90%86%e3%82%92%e8%a1%8c%e3%81%86%e6%96%b9%e6%b3%95\/"},"modified":"2025-08-11T03:03:48","modified_gmt":"2025-08-10T18:03:48","slug":"python%e3%82%92%e4%bd%bf%e7%94%a8%e3%81%97%e3%81%a6%e3%83%9e%e3%83%ab%e3%83%81%e3%82%b3%e3%82%a2%e3%81%a7%e4%b8%a6%e5%88%97%e5%87%a6%e7%90%86%e3%82%92%e8%a1%8c%e3%81%86%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/python%e3%82%92%e4%bd%bf%e7%94%a8%e3%81%97%e3%81%a6%e3%83%9e%e3%83%ab%e3%83%81%e3%82%b3%e3%82%a2%e3%81%a7%e4%b8%a6%e5%88%97%e5%87%a6%e7%90%86%e3%82%92%e8%a1%8c%e3%81%86%e6%96%b9%e6%b3%95\/","title":{"rendered":"Python\u3092\u4f7f\u7528\u3057\u3066\u30de\u30eb\u30c1\u30b3\u30a2\u3067\u4e26\u5217\u51e6\u7406\u3092\u884c\u3046\u65b9\u6cd5"},"content":{"rendered":"<p>Python \u3067\u30de\u30eb\u30c1\u30b3\u30a2\u4e26\u5217\u51e6\u7406\u3092\u884c\u3046\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u30de\u30eb\u30c1\u30d7\u30ed\u30bb\u30b9<\/li>\n<li>\u51e6\u7406<\/li>\n<li>\u4e00\u884c\u306b\u7d50\u5408\u3059\u308b<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">from<\/span> multiprocessing <span class=\"hljs-keyword\">import<\/span> Process\r\n\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">func<\/span>():\r\n    <span class=\"hljs-comment\"># \u5728\u6b64\u5904\u7f16\u5199\u9700\u8981\u5e76\u884c\u5904\u7406\u7684\u4ee3\u7801<\/span>\r\n\r\n<span class=\"hljs-keyword\">if<\/span> __name__ == <span class=\"hljs-string\">'__main__'<\/span>:\r\n    processes = []\r\n    \r\n    <span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(<span class=\"hljs-number\">4<\/span>):\r\n        p = Process(target=func)\r\n        processes.append(p)\r\n        p.start()\r\n    \r\n    <span class=\"hljs-keyword\">for<\/span> p <span class=\"hljs-keyword\">in<\/span> processes:\r\n        p.join()\r\n<\/code><\/pre>\n<ol>\n<li>\u4e26\u884c\u51e6\u7406<\/li>\n<li>ProcessPoolExecutor<\/li>\n<li>\u9001\u4fe1\u3059\u308b<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">from<\/span> concurrent.futures <span class=\"hljs-keyword\">import<\/span> ProcessPoolExecutor\r\n\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">func<\/span>():\r\n    <span class=\"hljs-comment\"># \u5728\u6b64\u5904\u7f16\u5199\u9700\u8981\u5e76\u884c\u5904\u7406\u7684\u4ee3\u7801<\/span>\r\n\r\n<span class=\"hljs-keyword\">if<\/span> __name__ == <span class=\"hljs-string\">'__main__'<\/span>:\r\n    <span class=\"hljs-keyword\">with<\/span> ProcessPoolExecutor(max_workers=<span class=\"hljs-number\">4<\/span>) <span class=\"hljs-keyword\">as<\/span> executor:\r\n        futures = [executor.submit(func) <span class=\"hljs-keyword\">for<\/span> _ <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(<span class=\"hljs-number\">4<\/span>)]\r\n\r\n        <span class=\"hljs-keyword\">for<\/span> future <span class=\"hljs-keyword\">in<\/span> futures:\r\n            future.result()\r\n<\/code><\/pre>\n<ol>\n<li>\u30b8\u30e7\u30d6\u3068\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n<li>\u305d\u306e\u307e\u307e\u304a\u4f7f\u3044\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">from<\/span> joblib <span class=\"hljs-keyword\">import<\/span> Parallel, delayed\r\n\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">func<\/span>():\r\n    <span class=\"hljs-comment\"># \u5728\u6b64\u5904\u7f16\u5199\u9700\u8981\u5e76\u884c\u5904\u7406\u7684\u4ee3\u7801<\/span>\r\n\r\n<span class=\"hljs-keyword\">if<\/span> __name__ == <span class=\"hljs-string\">'__main__'<\/span>:\r\n    Parallel(n_jobs=<span class=\"hljs-number\">4<\/span>)(delayed(func)() <span class=\"hljs-keyword\">for<\/span> _ <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(<span class=\"hljs-number\">4<\/span>))\r\n<\/code><\/pre>\n<p>\u5177\u4f53\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u65b9\u6cd5\u3092\u9078\u629e\u3057\u3066\u4f7f\u7528\u3067\u304d\u308b\u3001\u30de\u30eb\u30c1\u30b3\u30a2\u4e26\u5217\u51e6\u7406\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python \u3067\u30de\u30eb\u30c1\u30b3\u30a2\u4e26\u5217\u51e6\u7406\u3092\u884c\u3046\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002 \u30de\u30eb\u30c1\u30d7\u30ed\u30bb\u30b9 \u51e6\u7406 \u4e00\u884c\u306b\u7d50\u5408\u3059\u308b from multiprocessing import Process def func(): # [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[31,26],"class_list":["post-73518","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-python","tag-26"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ 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