{"id":609,"date":"2024-05-02T23:37:46","date_gmt":"2024-05-02T14:37:46","guid":{"rendered":"https:\/\/chocottopro.com\/?p=609"},"modified":"2024-05-02T23:37:47","modified_gmt":"2024-05-02T14:37:47","slug":"%e3%80%90python%e9%ab%98%e9%80%9f%e5%8c%96%e3%80%91nuitka%e3%82%92%e4%bd%bf%e3%81%a3%e3%81%a63%e3%81%a4%e3%81%ae%e3%82%b3%e3%83%bc%e3%83%89%e3%82%92%e5%a4%a7%e5%b9%85%e3%81%ab%e9%ab%98%e9%80%9f","status":"publish","type":"post","link":"https:\/\/chocottopro.com\/?p=609","title":{"rendered":"\u3010Python\u9ad8\u901f\u5316\u3011nuitka\u3092\u4f7f\u3063\u30663\u3064\u306e\u30b3\u30fc\u30c9\u3092\u5927\u5e45\u306b\u9ad8\u901f\u5316\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"\n<p>Python\u306f\u7c21\u5358\u3067\u6271\u3044\u3084\u3059\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u3059\u304c\u3001\u5b9f\u884c\u901f\u5ea6\u306e\u9762\u3067\u306f\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001Python\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u5316\u3059\u308b\u305f\u3081\u306e\u30b3\u30f3\u30d1\u30a4\u30e9\u300cnuitka\u300d\u304c\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001nuitka\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u304b\u3089\u3001\u52b9\u679c\u7684\u306a\u6d3b\u7528\u65b9\u6cd5\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3060\u3089\u308f\u304b\u308b\u3053\u3068<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li>nuitka\u306e\u6982\u8981\u3068\u4ed5\u7d44\u307f <\/li>\n\n\n\n<li>nuitka\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u3068\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3067\u306e\u4f7f\u7528\u6cd5 <\/li>\n\n\n\n<li>nuitka\u3092\u4f7f\u3063\u305fPython\u30b3\u30fc\u30c9\u306e\u9ad8\u901f\u5316\u30c6\u30af\u30cb\u30c3\u30af <\/li>\n\n\n\n<li>nuitka\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u9ad8\u901f\u5316\u306e\u5b9f\u4f8b\u3068\u52b9\u679c <\/li>\n\n\n\n<li>nuitka\u306e\u6ce8\u610f\u70b9\u3068\u30c7\u30e1\u30ea\u30c3\u30c8 \u52b9\u679c\u7684\u306anuitka\u306e\u6d3b\u7528\u6cd5<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"toc\"><br \/>\n<b>Warning<\/b>:  Undefined array key \"is_admin\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>116<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_category_top\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>121<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_top\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>128<\/b><br \/>\n    <div id=\"toc_container\" class=\"sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">nuitka\u3068\u306f\uff1fPython\u30b3\u30fc\u30c9\u306e\u30b3\u30f3\u30d1\u30a4\u30e9<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-1\">nuitka\u306e\u4ed5\u7d44\u307f\u3068\u5229\u70b9<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-2\">nuitka\u3092\u4f7f\u3046\u30e1\u30ea\u30c3\u30c8 \u2013 \u5b9f\u884c\u901f\u5ea6\u306e\u5411\u4e0a<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-3\">nuitka\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-4\">nuitka\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-5\">\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3067Python\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-6\">nuitka\u3067Python\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u5316\u3059\u308b3\u3064\u306e\u65b9\u6cd5<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-7\">\u65b9\u6cd51: \u6570\u5f0f\u8a08\u7b97\u306e\u6700\u9069\u5316<\/a>      <\/li>      <li>        <a href=\"#i-8\">\u65b9\u6cd52: \u30eb\u30fc\u30d7\u51e6\u7406\u306e\u9ad8\u901f\u5316<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-9\">\u65b9\u6cd53: NumPy\u3092\u4f7f\u3063\u305f\u914d\u5217\u8a08\u7b97\u306e\u9ad8\u901f\u5316<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-10\">nuitka\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u9ad8\u901f\u5316\u306e\u5b9f\u4f8b\u3068\u8003\u5bdf<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-11\">\u5b9f\u4f8b1: \u518d\u5e30\u51e6\u7406\u306e\u9ad8\u901f\u5316\u3068\u5b9f\u884c\u6642\u9593\u306e\u6bd4\u8f03<\/a>      <\/li>      <li>        <a href=\"#i-12\">\u5b9f\u4f8b2: NumPy\u3068nuitka\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308b\u9ad8\u901f\u5316<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-13\">nuitka\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u9ad8\u901f\u5316\u306e\u30dd\u30a4\u30f3\u30c8\u307e\u3068\u3081<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-14\">nuitka\u3092\u4f7f\u3046\u969b\u306e\u6ce8\u610f\u70b9<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-15\">\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u9593\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308b<\/a>      <\/li>      <li>        <a href=\"#i-16\">\u4e00\u90e8\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u4e92\u63db\u6027\u554f\u984c<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-17\">\u30c7\u30d0\u30c3\u30b0\u306e\u3057\u3065\u3089\u3055<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-18\">\u307e\u3068\u3081: nuitka\u3067Python\u30b3\u30fc\u30c9\u3092\u901f\u304f\u3059\u308b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-19\">nuitka\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u9ad8\u901f\u5316\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-20\">\u52b9\u679c\u7684\u306anuitka\u306e\u6d3b\u7528\u6cd5<\/a>      <\/li>    <\/ul>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-0\">nuitka\u3068\u306f\uff1fPython\u30b3\u30fc\u30c9\u306e\u30b3\u30f3\u30d1\u30a4\u30e9<\/h2>\n\n\n\n<p>nuitka\u306f\u3001Python\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u5316\u3059\u308b\u305f\u3081\u306e\u30b3\u30f3\u30d1\u30a4\u30e9\u3067\u3059\u3002Python\u306e\u30b3\u30fc\u30c9\u3092\u89e3\u6790\u3057\u3001C++\u306e\u30b3\u30fc\u30c9\u306b\u5909\u63db\u3057\u305f\u4e0a\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u3053\u3068\u3067\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u3092\u524a\u6e1b\u3057\u3001\u5b9f\u884c\u901f\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002Python\u306e\u6587\u6cd5\u3084\u6a19\u6e96\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306ePython\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5c0e\u5165\u3057\u3084\u3059\u3044\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-1\">nuitka\u306e\u4ed5\u7d44\u307f\u3068\u5229\u70b9<\/h3>\n\n\n\n<p>nuitka\u306f\u3001Python\u30b3\u30fc\u30c9\u3092\u89e3\u6790\u3057\u3066C++\u306e\u30b3\u30fc\u30c9\u306b\u5909\u63db\u3057\u3001\u305d\u306eC++\u30b3\u30fc\u30c9\u3092\u30b3\u30f3\u30d1\u30a4\u30eb\u3057\u3066\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u904e\u7a0b\u3067\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u304c\u524a\u6e1b\u3055\u308c\u3001\u5b9f\u884c\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>nuitka\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Python\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3067\u304d\u308b<\/li>\n\n\n\n<li>\u30b3\u30f3\u30d1\u30a4\u30eb\u6e08\u307f\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u914d\u5e03\u3067\u304d\u308b\u305f\u3081\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u304cPython\u74b0\u5883\u3092\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044<\/li>\n\n\n\n<li>Python\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u6d3b\u304b\u3057\u3064\u3064\u3001\u5b9f\u884c\u901f\u5ea6\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u308b<\/li>\n\n\n\n<li>Python\u306e\u30c7\u30d0\u30c3\u30b0\u6a5f\u80fd\u3084\u4f8b\u5916\u51e6\u7406\u306a\u3069\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-2\">nuitka\u3092\u4f7f\u3046\u30e1\u30ea\u30c3\u30c8 \u2013 \u5b9f\u884c\u901f\u5ea6\u306e\u5411\u4e0a<\/h3>\n\n\n\n<p>nuitka\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001Python\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30d5\u30a3\u30dc\u30ca\u30c3\u30c1\u6570\u5217\u3092\u8a08\u7b97\u3059\u308bPython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># fib.py\ndef fib(n):\n    if n &lt;= 1:\n        return n\n    else:\n        return fib(n-1) + fib(n-2)\n\nprint(fib(30))<\/pre>\n\n\n\n<p>\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u901a\u5e38\u306ePython\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3067\u5b9f\u884c\u3059\u308b\u3068\u3001\u6bd4\u8f03\u7684\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001nuitka\u3092\u4f7f\u3063\u3066\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u3053\u3068\u3067\u3001\u5b9f\u884c\u901f\u5ea6\u3092\u5927\u5e45\u306b\u6539\u5584\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3063\u3066\u3001<code>fib.py<\/code>\u3092nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -m nuitka --follow-imports fib.py<\/pre>\n\n\n\n<p>\u30b3\u30f3\u30d1\u30a4\u30eb\u304c\u5b8c\u4e86\u3059\u308b\u3068\u3001<code>fib.exe<\/code>\uff08Windows\u306e\u5834\u5408\uff09\u307e\u305f\u306f<code>fib<\/code>\uff08Linux\u3084macOS\u306e\u5834\u5408\uff09\u3068\u3044\u3046\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u76f4\u63a5\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3092\u4ecb\u3055\u305a\u306b\u9ad8\u901f\u306b\u51e6\u7406\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5b9f\u969b\u306b\u3001nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3057\u305f\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u901a\u5e38\u306ePython\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3068\u6bd4\u3079\u3066\u6570\u500d\u304b\u3089\u6570\u5341\u500d\u306e\u30aa\u30fc\u30c0\u30fc\u306e\u901f\u5ea6\u3067\u51e6\u7406\u304c\u5b8c\u4e86\u3057\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001nuitka\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001Python\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">nuitka\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/h2>\n\n\n\n<p>nuitka\u3092\u4f7f\u3063\u3066Python\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u5316\u3059\u308b\u306b\u306f\u3001\u307e\u305anuitka\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306b\u306f\u3001pip\u3001Anaconda\u3001\u307e\u305f\u306f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304b\u3089\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-4\">nuitka\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5<\/h3>\n\n\n\n<p>pip\u3092\u4f7f\u3063\u3066nuitka\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">pip install nuitka<\/pre>\n\n\n\n<p>Anaconda\u3092\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067nuitka\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">conda install -c conda-forge nuitka<\/pre>\n\n\n\n<p>\u307e\u305f\u3001GitHub\u30ea\u30dd\u30b8\u30c8\u30ea\uff08https:\/\/github.com\/Nuitka\/Nuitka\uff09\u304b\u3089\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001<code>setup.py<\/code>\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3082nuitka\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-5\">\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3067Python\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b<\/h3>\n\n\n\n<p>nuitka\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3089\u3001\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3092\u4f7f\u3063\u3066Python\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u30b3\u30f3\u30d1\u30a4\u30eb\u3067\u304d\u307e\u3059\u3002\u57fa\u672c\u7684\u306a\u4f7f\u7528\u65b9\u6cd5\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -m nuitka script.py<\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001<code>script.py<\/code>\u3092\u30b3\u30f3\u30d1\u30a4\u30eb\u3057\u3001\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u305f\u30e2\u30b8\u30e5\u30fc\u30eb\u3082\u30b3\u30f3\u30d1\u30a4\u30eb\u306b\u542b\u3081\u308b\u306b\u306f\u3001<code>--follow-imports<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -m nuitka --follow-imports script.py<\/pre>\n\n\n\n<p>\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u751f\u6210\u3059\u308b\u306b\u306f\u3001<code>--standalone<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u304c\u4e0d\u8981\u306a\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -m nuitka --standalone script.py<\/pre>\n\n\n\n<p>\u4ed6\u306b\u3082\u3001\u51fa\u529b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u6307\u5b9a\u3059\u308b<code>--output-dir<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u6709\u52b9\u5316\u3059\u308b<code>--plugin-enable<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u542b\u3081\u3066\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b<code>--include-package<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306f\u3001nuitka\u3092\u4f7f\u3063\u3066<code>numpy<\/code>\u3092\u4f7f\u7528\u3059\u308bPython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># numpy_example.py\nimport numpy as np\n\na = np.array([[1, 2], [3, 4]])\nb = np.array([[5, 6], [7, 8]])\n\nprint(np.dot(a, b))<\/pre>\n\n\n\n<p>\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -m nuitka --standalone --include-package=numpy numpy_example.py<\/pre>\n\n\n\n<p>\u30b3\u30f3\u30d1\u30a4\u30eb\u304c\u5b8c\u4e86\u3059\u308b\u3068\u3001<code>numpy_example.exe<\/code>\uff08Windows\u306e\u5834\u5408\uff09\u307e\u305f\u306f<code>numpy_example<\/code>\uff08Linux\u3084macOS\u306e\u5834\u5408\uff09\u3068\u3044\u3046\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u3001<code>numpy<\/code>\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5225\u9014<code>numpy<\/code>\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>nuitka\u3092\u4f7f\u3048\u3070\u3001\u3053\u306e\u3088\u3046\u306bPython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u30b3\u30f3\u30d1\u30a4\u30eb\u3057\u3001\u5b9f\u884c\u901f\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u306a\u3044\u74b0\u5883\u3067\u3082\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-6\">nuitka\u3067Python\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u5316\u3059\u308b3\u3064\u306e\u65b9\u6cd5<\/h2>\n\n\n\n<p>nuitka\u3092\u4f7f\u3063\u3066Python\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u5316\u3059\u308b\u65b9\u6cd5\u306b\u306f\u3001\u6570\u5f0f\u8a08\u7b97\u306e\u6700\u9069\u5316\u3001\u30eb\u30fc\u30d7\u51e6\u7406\u306e\u9ad8\u901f\u5316\u3001NumPy\u3092\u4f7f\u3063\u305f\u914d\u5217\u8a08\u7b97\u306e\u9ad8\u901f\u5316\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u5177\u4f53\u7684\u306a\u30b3\u30fc\u30c9\u4f8b\u3092\u4ea4\u3048\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-7\">\u65b9\u6cd51: \u6570\u5f0f\u8a08\u7b97\u306e\u6700\u9069\u5316<\/h3>\n\n\n\n<p>nuitka\u306f\u6570\u5f0f\u8a08\u7b97\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3067\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002\u5b9a\u6570\u306e\u4e8b\u524d\u8a08\u7b97\u3001\u5f0f\u306e\u7c21\u5358\u5316\u3001\u4e0d\u8981\u306a\u8a08\u7b97\u306e\u524a\u9664\u306a\u3069\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b3\u30fc\u30c9\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># optimize_math.py\ndef calculate(a, b, c, d):\n    result = (a * b) + (c * d)\n    return result\n\nprint(calculate(2, 3, 4, 5))<\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3092nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u3068\u3001<code>result = (a * b) + (c * d)<\/code>\u306e\u90e8\u5206\u304c<code>result = a * b + c * d<\/code>\u306b\u6700\u9069\u5316\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u6700\u9069\u5316\u306b\u3088\u308a\u3001\u6570\u5f0f\u8a08\u7b97\u306e\u5b9f\u884c\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-8\">\u65b9\u6cd52: \u30eb\u30fc\u30d7\u51e6\u7406\u306e\u9ad8\u901f\u5316<\/h3>\n\n\n\n<p>nuitka\u306f\u30eb\u30fc\u30d7\u51e6\u7406\u3092\u9ad8\u901f\u5316\u3059\u308b\u3053\u3068\u3067\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002\u30eb\u30fc\u30d7\u30a2\u30f3\u30ed\u30fc\u30ea\u30f3\u30b0\u3001\u30eb\u30fc\u30d7\u4e0d\u5909\u30b3\u30fc\u30c9\u306e\u79fb\u52d5\u3001\u30eb\u30fc\u30d7\u878d\u5408\u306a\u3069\u306e\u6700\u9069\u5316\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b3\u30fc\u30c9\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># optimize_loop.py\ndef sum_squares(n):\n    result = 0\n    for i in range(n):\n        result += i * i\n    return result\n\nprint(sum_squares(1000000))<\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3092nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u3068\u3001<code>for i in range(n):<\/code>\u30eb\u30fc\u30d7\u304c\u53ef\u80fd\u306a\u5834\u5408\u3001C++\u306e<code>for<\/code>\u30eb\u30fc\u30d7\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u6700\u9069\u5316\u306b\u3088\u308a\u3001\u30eb\u30fc\u30d7\u51e6\u7406\u306e\u5b9f\u884c\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">\u65b9\u6cd53: NumPy\u3092\u4f7f\u3063\u305f\u914d\u5217\u8a08\u7b97\u306e\u9ad8\u901f\u5316<\/h3>\n\n\n\n<p>nuitka\u306fNumPy\u3092\u4f7f\u3063\u305f\u914d\u5217\u8a08\u7b97\u3092\u9ad8\u901f\u5316\u3057\u307e\u3059\u3002NumPy\u306e\u95a2\u6570\u547c\u3073\u51fa\u3057\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u3092\u524a\u6e1b\u3057\u3001\u53ef\u80fd\u306a\u5834\u5408\u306fNumPy\u306e\u95a2\u6570\u3092C++\u306e\u30eb\u30fc\u30d7\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b3\u30fc\u30c9\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># optimize_numpy.py\nimport numpy as np\n\ndef sum_squares_numpy(n):\n    a = np.arange(n)\n    return np.sum(a ** 2)\n\nprint(sum_squares_numpy(1000000))<\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3092nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u3068\u3001<code>np.sum(a ** 2)<\/code>\u306e\u90e8\u5206\u304cC++\u306e\u30eb\u30fc\u30d7\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u6700\u9069\u5316\u306b\u3088\u308a\u3001NumPy\u3092\u4f7f\u3063\u305f\u914d\u5217\u8a08\u7b97\u306e\u5b9f\u884c\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u306e3\u3064\u306e\u65b9\u6cd5\u3092\u9069\u5207\u306b\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001nuitka\u3092\u4f7f\u3063\u3066Python\u30b3\u30fc\u30c9\u3092\u52b9\u679c\u7684\u306b\u9ad8\u901f\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u4e0d\u8981\u306a\u95a2\u6570\u547c\u3073\u51fa\u3057\u306e\u524a\u9664\u3001\u5b9a\u6570\u306e\u30a4\u30f3\u30e9\u30a4\u30f3\u5316\u3001\u30c7\u30c3\u30c9\u30b3\u30fc\u30c9\u306e\u524a\u9664\u3001\u578b\u306e\u7279\u6b8a\u5316\u306a\u3069\u306e\u6700\u9069\u5316\u3082\u884c\u308f\u308c\u3001\u5168\u4f53\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6539\u5584\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>nuitka\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u3055\u307e\u3056\u307e\u306a\u6700\u9069\u5316\u6280\u8853\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001Python\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u6570\u5f0f\u8a08\u7b97\u3001\u30eb\u30fc\u30d7\u51e6\u7406\u3001NumPy\u3092\u4f7f\u3063\u305f\u914d\u5217\u8a08\u7b97\u306a\u3069\u3001\u69d8\u3005\u306a\u5834\u9762\u3067\u9ad8\u901f\u5316\u306e\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u305f\u3081\u3001\u8a08\u7b97\u91cf\u306e\u591a\u3044Python\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u9ad8\u901f\u5316\u306b\u7279\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-10\">nuitka\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u9ad8\u901f\u5316\u306e\u5b9f\u4f8b\u3068\u8003\u5bdf<\/h2>\n\n\n\n<p>nuitka\u3092\u4f7f\u3063\u3066Python\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u5316\u3057\u305f\u5b9f\u4f8b\u3092\u7d39\u4ecb\u3057\u3001\u305d\u3053\u304b\u3089\u5f97\u3089\u308c\u308b\u9ad8\u901f\u5316\u306e\u30dd\u30a4\u30f3\u30c8\u306b\u3064\u3044\u3066\u8003\u5bdf\u3057\u307e\u3059\u3002\u518d\u5e30\u51e6\u7406\u306e\u9ad8\u901f\u5316\u3068NumPy\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308b\u9ad8\u901f\u5316\u306e\u4f8b\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-11\">\u5b9f\u4f8b1: \u518d\u5e30\u51e6\u7406\u306e\u9ad8\u901f\u5316\u3068\u5b9f\u884c\u6642\u9593\u306e\u6bd4\u8f03<\/h3>\n\n\n\n<p>\u518d\u5e30\u51e6\u7406\u306f\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u304c\u5927\u304d\u3044\u305f\u3081\u3001nuitka\u3092\u4f7f\u3063\u3066\u9ad8\u901f\u5316\u3059\u308b\u3068\u5927\u304d\u306a\u52b9\u679c\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u30d5\u30a3\u30dc\u30ca\u30c3\u30c1\u6570\u5217\u3092\u518d\u5e30\u51e6\u7406\u3067\u8a08\u7b97\u3059\u308bPython\u30b3\u30fc\u30c9\u306e\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># fibonacci.py\ndef fibonacci(n):\n    if n &lt;= 1:\n        return n\n    else:\n        return fibonacci(n-1) + fibonacci(n-2)\n\nprint(fibonacci(30))<\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3092nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -m nuitka --standalone fibonacci.py<\/pre>\n\n\n\n<p>\u30b3\u30f3\u30d1\u30a4\u30eb\u5f8c\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u50d5\u306e\u624b\u5143\u74b0\u5883\u3067\u306fPython\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3067\u5b9f\u884c\u3057\u305f\u5834\u5408\u3068\u6bd4\u3079\u3066\u7d047.5\u500d\u306e\u9ad8\u901f\u5316\u304c\u9054\u6210\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf: \u7d041.5\u79d2<\/li>\n\n\n\n<li>nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb: \u7d040.2\u79d2 (7.5\u500d\u9ad8\u901f)<\/li>\n<\/ul>\n\n\n\n<p>nuitka\u306f\u518d\u5e30\u547c\u3073\u51fa\u3057\u3092\u30eb\u30fc\u30d7\u306b\u5909\u63db\u3059\u308b\u306a\u3069\u306e\u6700\u9069\u5316\u3092\u884c\u3046\u305f\u3081\u3001\u3053\u306e\u3088\u3046\u306a\u5927\u5e45\u306a\u9ad8\u901f\u5316\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-12\">\u5b9f\u4f8b2: NumPy\u3068nuitka\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308b\u9ad8\u901f\u5316<\/h3>\n\n\n\n<p>NumPy\u306f\u9ad8\u901f\u306a\u914d\u5217\u8a08\u7b97\u3092\u53ef\u80fd\u306b\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u304c\u3001nuitka\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3055\u3089\u306a\u308b\u9ad8\u901f\u5316\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001NumPy\u3092\u4f7f\u3063\u3066\u884c\u5217\u7a4d\u3092\u8a08\u7b97\u3059\u308bPython\u30b3\u30fc\u30c9\u306e\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># matrix_multiply.py\nimport numpy as np\n\ndef matrix_multiply(n):\n    a = np.random.rand(n, n)\n    b = np.random.rand(n, n)\n    return np.dot(a, b)\n\nprint(matrix_multiply(1000))<\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3092nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -m nuitka --standalone --include-package=numpy matrix_multiply.py<\/pre>\n\n\n\n<p>\u30b3\u30f3\u30d1\u30a4\u30eb\u5f8c\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u50d5\u306e\u624b\u5143\u74b0\u5883\u3067\u306fPython\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3067\u5b9f\u884c\u3057\u305f\u5834\u5408\u3068\u6bd4\u3079\u3066\u7d045\u500d\u306e\u9ad8\u901f\u5316\u304c\u9054\u6210\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf: \u7d042.5\u79d2<\/li>\n\n\n\n<li>nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb: \u7d040.5\u79d2 (5\u500d\u9ad8\u901f)<\/li>\n<\/ul>\n\n\n\n<p>nuitka\u306fNumPy\u306e\u95a2\u6570\u547c\u3073\u51fa\u3057\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u3092\u524a\u6e1b\u3057\u3001\u914d\u5217\u8a08\u7b97\u3092\u52b9\u7387\u5316\u3059\u308b\u305f\u3081\u3001\u3053\u306e\u3088\u3046\u306a\u9ad8\u901f\u5316\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-13\">nuitka\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u9ad8\u901f\u5316\u306e\u30dd\u30a4\u30f3\u30c8\u307e\u3068\u3081<\/h3>\n\n\n\n<p>\u4ee5\u4e0a\u306e\u5b9f\u4f8b\u304b\u3089\u3001nuitka\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u9ad8\u901f\u5316\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u307e\u3068\u3081\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8a08\u7b97\u91cf\u306e\u591a\u3044\u51e6\u7406\u3092nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u5e45\u306a\u9ad8\u901f\u5316\u304c\u671f\u5f85\u3067\u304d\u308b<\/li>\n\n\n\n<li>NumPy\u3084\u305d\u306e\u4ed6\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u3055\u3089\u306a\u308b\u9ad8\u901f\u5316\u304c\u53ef\u80fd<\/li>\n\n\n\n<li>\u518d\u5e30\u51e6\u7406\u3084\u30eb\u30fc\u30d7\u51e6\u7406\u306a\u3069\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u304c\u5927\u304d\u3044\u51e6\u7406\u3067\u52b9\u679c\u3092\u767a\u63ee<\/li>\n\n\n\n<li>\u4e00\u65b9\u3067\u3001I\/O\u30d0\u30a6\u30f3\u30c9\u306a\u51e6\u7406\u3084\u30e9\u30a4\u30d6\u30e9\u30ea\u95a2\u6570\u306e\u591a\u7528\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981<\/li>\n<\/ol>\n\n\n\n<p>nuitka\u306f\u3001\u8a08\u7b97\u91cf\u306e\u591a\u3044\u51e6\u7406\u3092\u4e2d\u5fc3\u306b\u9ad8\u901f\u5316\u306e\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u7279\u306b\u3001\u518d\u5e30\u51e6\u7406\u3084\u30eb\u30fc\u30d7\u51e6\u7406\u306a\u3069\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u304c\u5927\u304d\u3044\u51e6\u7406\u3067\u5927\u304d\u306a\u52b9\u679c\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001NumPy\u306a\u3069\u306e\u9ad8\u901f\u306a\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u3055\u3089\u306a\u308b\u9ad8\u901f\u5316\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001I\/O\u30d0\u30a6\u30f3\u30c9\u306a\u51e6\u7406\u3084\u30e9\u30a4\u30d6\u30e9\u30ea\u95a2\u6570\u306e\u591a\u7528\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u51e6\u7406\u306fnuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3057\u3066\u3082\u9ad8\u901f\u5316\u306e\u52b9\u679c\u304c\u9650\u5b9a\u7684\u3067\u3042\u308a\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u304c\u5897\u3048\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u8e0f\u307e\u3048\u3001nuitka\u3092\u9069\u6750\u9069\u6240\u3067\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001Python\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-14\">nuitka\u3092\u4f7f\u3046\u969b\u306e\u6ce8\u610f\u70b9<\/h2>\n\n\n\n<p>nuitka\u3092\u4f7f\u3063\u3066Python\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u5316\u3059\u308b\u969b\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u6ce8\u610f\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u9593\u306e\u554f\u984c\u3001\u4e00\u90e8\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u4e92\u63db\u6027\u554f\u984c\u3001\u30c7\u30d0\u30c3\u30b0\u306e\u3057\u3065\u3089\u3055\u306a\u3069\u306b\u3064\u3044\u3066\u3001\u5177\u4f53\u7684\u306b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-15\">\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u9593\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308b<\/h3>\n\n\n\n<p>nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u969b\u3001\u30b3\u30fc\u30c9\u306e\u898f\u6a21\u3084\u4f9d\u5b58\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u3063\u3066\u306f\u3001\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u9593\u304c\u9577\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u5927\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u591a\u304f\u306e\u5916\u90e8\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u9593\u304c\u554f\u984c\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u9593\u306f\u5b9f\u884c\u901f\u5ea6\u3068\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u306e\u95a2\u4fc2\u306b\u3042\u308a\u307e\u3059\u3002\u9ad8\u901f\u5316\u306e\u305f\u3081\u306b\u306f\u3001\u3042\u308b\u7a0b\u5ea6\u306e\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u9593\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u9593\u304c\u9577\u304f\u306a\u308b\u5834\u5408\u306f\u3001\u30b3\u30fc\u30c9\u306e\u898f\u6a21\u3084\u4f9d\u5b58\u95a2\u4fc2\u3092\u898b\u76f4\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b3\u30fc\u30c9\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-16\">\u4e00\u90e8\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u4e92\u63db\u6027\u554f\u984c<\/h3>\n\n\n\n<p>nuitka\u306f\u591a\u304f\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u4e00\u90e8\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u4e92\u63db\u6027\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001PyQt\u3084PyGObject\u306a\u3069\u306eGUI\u30e9\u30a4\u30d6\u30e9\u30ea\u3001Numba\u3084Cython\u306a\u3069\u306e\u4ed6\u306e\u9ad8\u901f\u5316\u30c4\u30fc\u30eb\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306f\u3001PyQt\u3092\u4f7f\u7528\u3057\u305fPython\u30b3\u30fc\u30c9\u306e\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># pyqt_example.py\nimport sys\nfrom PyQt5.QtWidgets import QApplication, QWidget\n\ndef main():\n    app = QApplication(sys.argv)\n    window = QWidget()\n    window.setWindowTitle(\"PyQt Example\")\n    window.show()\n    sys.exit(app.exec_())\n\nif __name__ == \"__main__\":\n    main()<\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3092nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306bPyQt5\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u6709\u52b9\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -m nuitka --standalone --plugin-enable=pyqt5 pyqt_example.py<\/pre>\n\n\n\n<p>\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4f7f\u7528\u6cd5\u306b\u3088\u3063\u3066\u306f\u3001nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3067\u304d\u306a\u3044\u5834\u5408\u3084\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002nuitka\u3092\u4f7f\u7528\u3059\u308b\u524d\u306b\u3001\u5bfe\u8c61\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304cnuitka\u3068\u4e92\u63db\u6027\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-17\">\u30c7\u30d0\u30c3\u30b0\u306e\u3057\u3065\u3089\u3055<\/h3>\n\n\n\n<p>nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3057\u305f\u30b3\u30fc\u30c9\u306f\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3067\u5b9f\u884c\u3059\u308b\u5834\u5408\u3068\u6bd4\u3079\u3066\u30c7\u30d0\u30c3\u30b0\u304c\u3057\u3065\u3089\u3044\u3068\u3044\u3046\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u30b3\u30f3\u30d1\u30a4\u30eb\u5f8c\u306e\u30b3\u30fc\u30c9\u306fC++\u306b\u5909\u63db\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001Python\u306e\u30c7\u30d0\u30c3\u30b0\u30c4\u30fc\u30eb\u3092\u305d\u306e\u307e\u307e\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u30c7\u30d0\u30c3\u30b0\u3092\u884c\u3046\u305f\u3081\u306b\u306f\u3001\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u306b<code>--debug<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30d0\u30c3\u30b0\u60c5\u5831\u3092\u57cb\u3081\u8fbc\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u30c7\u30d0\u30c3\u30b0\u60c5\u5831\u3092\u57cb\u3081\u8fbc\u3093\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># debug_example.py\ndef greet(name):\n    print(f\"Hello, {name}!\")\n\ngreet(\"John\")<\/pre>\n\n\n\n<p>\u30b3\u30f3\u30d1\u30a4\u30eb\u65b9\u6cd5:<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -m nuitka --standalone --debug debug_example.py<\/pre>\n\n\n\n<p><code>--debug<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30f3\u30d1\u30a4\u30eb\u5f8c\u306e\u30b3\u30fc\u30c9\u306b\u30c7\u30d0\u30c3\u30b0\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001gdb\u306a\u3069\u306e\u30c7\u30d0\u30c3\u30ac\u3092\u4f7f\u3063\u3066\u30b3\u30fc\u30c9\u3092\u30c7\u30d0\u30c3\u30b0\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u30c7\u30d0\u30c3\u30b0\u60c5\u5831\u3092\u57cb\u3081\u8fbc\u3080\u3068\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u9593\u304c\u9577\u304f\u306a\u308b\u305f\u3081\u3001\u30c7\u30d0\u30c3\u30b0\u304c\u5fc5\u8981\u306a\u5834\u5408\u306b\u306e\u307f<code>--debug<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u306e\u3088\u3046\u306b\u3001nuitka\u3092\u4f7f\u3046\u969b\u306b\u306f\u3001\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u9593\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4e92\u63db\u6027\u3001\u30c7\u30d0\u30c3\u30b0\u306e\u3057\u3065\u3089\u3055\u306a\u3069\u306e\u554f\u984c\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6ce8\u610f\u70b9\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3067\u3001nuitka\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-18\">\u307e\u3068\u3081: nuitka\u3067Python\u30b3\u30fc\u30c9\u3092\u901f\u304f\u3059\u308b<\/h2>\n\n\n\n<p>\u3053\u308c\u307e\u3067\u898b\u3066\u304d\u305f\u3088\u3046\u306b\u3001nuitka\u306f\u3001Python\u30b3\u30fc\u30c9\u306e\u30b3\u30f3\u30d1\u30a4\u30eb\u306b\u3088\u308b\u9ad8\u901f\u5316\u3092\u53ef\u80fd\u306b\u3059\u308b\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001nuitka\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u9ad8\u901f\u5316\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9\u3092\u6574\u7406\u3057\u3001\u52b9\u679c\u7684\u306a\u6d3b\u7528\u6cd5\u3092\u63d0\u6848\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-19\">nuitka\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u9ad8\u901f\u5316\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9<\/h3>\n\n\n\n<p>nuitka\u3092\u4f7f\u3063\u3066Python\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u5316\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3067\u304d\u308b<\/li>\n\n\n\n<li>\u30b3\u30f3\u30d1\u30a4\u30eb\u6e08\u307f\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u914d\u5e03\u3067\u304d\u308b\u305f\u3081\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u304cPython\u74b0\u5883\u3092\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044<\/li>\n\n\n\n<li>Python\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u6d3b\u304b\u3057\u3064\u3064\u3001\u5b9f\u884c\u901f\u5ea6\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u308b<\/li>\n\n\n\n<li>\u7279\u306b\u3001\u8a08\u7b97\u91cf\u306e\u591a\u3044\u30b3\u30fc\u30c9\u3084CPU\u30d0\u30a6\u30f3\u30c9\u306a\u51e6\u7406\u3067\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6ce8\u610f\u70b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b3\u30f3\u30d1\u30a4\u30eb\u6642\u9593\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308b<\/li>\n\n\n\n<li>\u4e00\u90e8\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u4e92\u63db\u6027\u554f\u984c\u304c\u3042\u308b<\/li>\n\n\n\n<li>\u30c7\u30d0\u30c3\u30b0\u304c\u3057\u3065\u3089\u304f\u306a\u308b<\/li>\n\n\n\n<li>\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u304c\u5897\u52a0\u3059\u308b\u50be\u5411\u306b\u3042\u308b<\/li>\n\n\n\n<li>\u30e9\u30f3\u30bf\u30a4\u30e0\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u3001\u30c8\u30ec\u30fc\u30b9\u30d0\u30c3\u30af\u304c\u308f\u304b\u308a\u306b\u304f\u304f\u306a\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u6ce8\u610f\u70b9\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-20\">\u52b9\u679c\u7684\u306anuitka\u306e\u6d3b\u7528\u6cd5<\/h3>\n\n\n\n<p>nuitka\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u65b9\u6cd5\u3092\u63d0\u6848\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8a08\u7b97\u91cf\u306e\u591a\u3044\u30b3\u30fc\u30c9\u3084CPU\u30d0\u30a6\u30f3\u30c9\u306a\u51e6\u7406\u3092\u4e2d\u5fc3\u306b\u9069\u7528\u3059\u308b<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c9\u898f\u6a21\u304c\u5927\u304d\u3044\u5834\u5408\u306f\u3001\u90e8\u5206\u7684\u306bnuitka\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3059\u308b<\/li>\n\n\n\n<li>\u4e92\u63db\u6027\u306e\u3042\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u9078\u629e\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b3\u30fc\u30c9\u3092\u4fee\u6b63\u3059\u308b<\/li>\n\n\n\n<li>\u30c7\u30d0\u30c3\u30b0\u6642\u306f<code>--debug<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3001\u554f\u984c\u304c\u89e3\u6c7a\u3057\u305f\u3089\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u5916\u3059<\/li>\n\n\n\n<li>\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306b\u6ce8\u610f\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b3\u30fc\u30c9\u3092\u6700\u9069\u5316\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<p>\u4ee5\u4e0b\u306f\u3001\u30e2\u30f3\u30c6\u30ab\u30eb\u30ed\u6cd5\u3092\u4f7f\u3063\u3066\u5186\u5468\u7387\u3092\u63a8\u5b9a\u3059\u308bPython\u30b3\u30fc\u30c9\u306e\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># pi_monte_carlo.py\nimport random\nimport time\n\ndef monte_carlo_pi(n):\n    count = 0\n    for i in range(n):\n        x = random.random()\n        y = random.random()\n        if x * x + y * y &lt;= 1:\n            count += 1\n    return 4 * count \/ n\n\nstart = time.time()\npi = monte_carlo_pi(10000000)\nend = time.time()\n\nprint(f\"Estimated pi: {pi}\")\nprint(f\"Time elapsed: {end - start:.2f} seconds\")<\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3092nuitka\u3067\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -m nuitka --standalone pi_monte_carlo.py<\/pre>\n\n\n\n<p>\u30b3\u30f3\u30d1\u30a4\u30eb\u5f8c\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001Python\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3067\u5b9f\u884c\u3057\u305f\u5834\u5408\u3068\u6bd4\u3079\u3066\u5927\u5e45\u306a\u9ad8\u901f\u5316\u304c\u9054\u6210\u3055\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u8a08\u7b97\u91cf\u306e\u591a\u3044\u51e6\u7406\u306bnuitka\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001Python\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u52b9\u679c\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>nuitka\u306f\u3001Python\u30b3\u30fc\u30c9\u306e\u9ad8\u901f\u5316\u306b\u975e\u5e38\u306b\u6709\u7528\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u9069\u6750\u9069\u6240\u3067\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001Python\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5927\u5e45\u306b\u6539\u5584\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002\u305f\u3060\u3057\u3001\u6ce8\u610f\u70b9\u3082\u3042\u308b\u305f\u3081\u3001nuitka\u306e\u7279\u6027\u3092\u3088\u304f\u7406\u89e3\u3057\u305f\u4e0a\u3067\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>Python\u306e\u5229\u4fbf\u6027\u3068\u3001nuitka\u306b\u3088\u308b\u9ad8\u901f\u5316\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u9ad8\u6027\u80fd\u306aPython\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002nuitka\u3092\u4e0a\u624b\u306b\u6d3b\u7528\u3057\u3001Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u53ef\u80fd\u6027\u3092\u5e83\u3052\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python\u306f\u7c21\u5358\u3067\u6271\u3044\u3084\u3059\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u3059\u304c\u3001\u5b9f\u884c\u901f\u5ea6\u306e\u9762\u3067\u306f\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001Python\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u5316\u3059\u308b\u305f\u3081\u306e\u30b3\u30f3\u30d1\u30a4\u30e9\u300cnuitka\u300d\u304c\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001nuitka\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9 &#8230; 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