{"id":16211,"date":"2024-10-10T20:09:25","date_gmt":"2024-10-10T16:39:25","guid":{"rendered":"https:\/\/www.itpiran.net\/blog\/?p=16211"},"modified":"2024-10-10T20:09:25","modified_gmt":"2024-10-10T16:39:25","slug":"getting-started-with-pypy","status":"publish","type":"post","link":"https:\/\/www.itpiran.net\/blog\/ja\/tutorials\/getting-started-with-pypy\/","title":{"rendered":"PyPy\u3092\u4f7f\u3044\u59cb\u3081\u308b"},"content":{"rendered":"<h2 id=\"%d9%85%d9%82%d8%af%d9%85%d9%87\">\u5c0e\u5165<\/h2>\n<p>Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306f\u3001\u69d8\u3005\u306a\u65b9\u6cd5\u3067\u5b9f\u88c5\u3067\u304d\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3059\u3002\u4f8b\u3068\u3057\u3066\u306f\u3001C\u8a00\u8a9e\u3092\u4f7f\u7528\u3059\u308bCPython\u3001Java\u3092\u4f7f\u7528\u3057\u3066\u5b9f\u88c5\u3055\u308c\u308bJython\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002.<\/p>\n<p>CPython\u306f\u6700\u3082\u4eba\u6c17\u304c\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u6700\u901f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002PyPy\u306f\u4e92\u63db\u6027\u3068\u9ad8\u901f\u6027\u3092\u517c\u306d\u5099\u3048\u305fPython\u306e\u4ee3\u66ff\u5b9f\u88c5\u3067\u3059\u3002PyPy\u306fJIT\u30b3\u30f3\u30d1\u30a4\u30eb\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u9577\u6642\u9593\u5b9f\u884c\u3055\u308c\u308b\u51e6\u7406\u306e\u5b9f\u884c\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3057\u307e\u3059\u3002.<\/p>\n<p>\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u521d\u5fc3\u8005\u5411\u3051\u306bPyPy\u3092\u7d39\u4ecb\u3057\u3001CPython\u3068\u306e\u9055\u3044\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002\u307e\u305f\u3001PyPy\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u5236\u9650\u306b\u3064\u3044\u3066\u3082\u89e3\u8aac\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001PyPy\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u4f7f\u3044\u3001\u7c21\u5358\u306aPython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3082\u89e3\u8aac\u3057\u307e\u3059\u3002.<\/p>\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u3053\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u6b21\u306e\u5185\u5bb9\u3092\u30ab\u30d0\u30fc\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>CPython\u306e\u7c21\u5358\u306a\u6982\u8981<\/li>\n<li>PyPy\u3068\u305d\u306e\u6a5f\u80fd\u306e\u7d39\u4ecb<\/li>\n<li>PyPy\u306e\u5236\u9650<\/li>\n<li>Ubuntu\u3067PyPy\u3092\u5b9f\u884c\u3059\u308b<\/li>\n<li>PyPy\u3068CPython\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u6bd4\u8f03<\/li>\n<\/ul>\n<h2 id=\"%d9%85%d8%b1%d9%88%d8%b1%db%8c-%d8%b3%d8%b1%db%8c%d8%b9-%d8%a8%d8%b1-cpython\">CPython\u306e\u7c21\u5358\u306a\u6982\u8981<\/h2>\n<p>PyPy\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3059\u308b\u524d\u306b\u3001CPython\u304c\u3069\u306e\u3088\u3046\u306b\u52d5\u4f5c\u3059\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u3001CPython\u3092\u4f7f\u7528\u3057\u3066\u5b9f\u88c5\u3055\u308c\u305fPython\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5b9f\u884c\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u56f3\u3067\u3059\u3002.<\/p>\n<p><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"1405\"  height=\"1595\"  class=\"aligncenter wp-image-16214 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1405px) 100vw, 1405px\"  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><\/p>\n<p>Python\u30b9\u30af\u30ea\u30d7\u30c8 .py \u304c\u4e0e\u3048\u3089\u308c\u308b\u3068\u3001\u307e\u305aCPython\u30b3\u30f3\u30d1\u30a4\u30e9\u3092\u7528\u3044\u3066\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30d0\u30a4\u30c8\u30b3\u30fc\u30c9\u306b\u30b3\u30f3\u30d1\u30a4\u30eb\u3057\u307e\u3059\u3002\u751f\u6210\u3055\u308c\u305f\u30d0\u30a4\u30c8\u30b3\u30fc\u30c9\u306f\u62e1\u5f35\u5b50pyc\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u30d0\u30a4\u30c8\u30b3\u30fc\u30c9\u306fCPython\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u3092\u7528\u3044\u3066\u4eee\u60f3\u74b0\u5883\u3067\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002.<\/p>\n<p>\u30b3\u30f3\u30d1\u30a4\u30e9\u3092\u4f7f\u7528\u3057\u3066\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30d0\u30a4\u30c8\u30b3\u30fc\u30c9\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u306b\u306f\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u30b3\u30f3\u30d1\u30a4\u30e9\u3092\u4f7f\u7528\u3057\u306a\u3044\u5834\u5408\u3001\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u306f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306b\u76f4\u63a5\u53d6\u308a\u7d44\u307f\u3001\u884c\u3054\u3068\u306b\u30de\u30b7\u30f3\u30b3\u30fc\u30c9\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u3053\u308c\u3092\u884c\u3046\u6b20\u70b9\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u5404\u884c\u3092\u30de\u30b7\u30f3\u30b3\u30fc\u30c9\u306b\u5909\u63db\u3059\u308b\u305f\u3081\u306b\u3044\u304f\u3064\u304b\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u9069\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u305d\u306e\u3088\u3046\u306a\u30d7\u30ed\u30bb\u30b9\u304c\u5404\u884c\u306b\u5bfe\u3057\u3066\u7e70\u308a\u8fd4\u3055\u308c\u308b\u3053\u3068\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u69cb\u6587\u89e3\u6790\u306f\u5404\u884c\u306b\u5bfe\u3057\u3066\u4ed6\u306e\u884c\u3068\u306f\u72ec\u7acb\u3057\u3066\u9069\u7528\u3055\u308c\u308b\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u306f\u30b3\u30fc\u30c9\u306e\u5909\u63db\u306b\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3057\u307e\u3059\u3002\u30b3\u30f3\u30d1\u30a4\u30e9\u306f\u3059\u3079\u3066\u306e\u30b3\u30fc\u30c9\u3092\u4e00\u5ea6\u306b\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u69cb\u6587\u89e3\u6790\u306f\u30b3\u30fc\u30c9\u884c\u3054\u3068\u306b\u3067\u306f\u306a\u304f 1 \u56de\u3060\u3051\u9069\u7528\u3055\u308c\u308b\u305f\u3081\u3001\u3053\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30b3\u30f3\u30d1\u30a4\u30e9\u304b\u3089\u751f\u6210\u3055\u308c\u308b\u30d0\u30a4\u30c8\u30b3\u30fc\u30c9\u306f\u7c21\u5358\u306b\u89e3\u91c8\u3067\u304d\u307e\u3059\u3002\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u5168\u4f53\u3092\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u3053\u3068\u304c\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u5f79\u306b\u7acb\u305f\u306a\u3044\u5834\u5408\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002PyPy \u306b\u3064\u3044\u3066\u8aac\u660e\u3059\u308b\u3068\u304d\u306b\u3001\u3053\u306e\u660e\u78ba\u306a\u4f8b\u3092\u898b\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\n<p>\u30d0\u30a4\u30c8\u30b3\u30fc\u30c9\u304c\u751f\u6210\u3055\u308c\u308b\u3068\u3001\u4eee\u60f3\u30de\u30b7\u30f3\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u306b\u3088\u3063\u3066\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002\u4eee\u60f3\u74b0\u5883\u306fCPython\u30d0\u30a4\u30c8\u30b3\u30fc\u30c9\u3092\u30de\u30b7\u30f3\u304b\u3089\u5206\u96e2\u3057\u3001Python\u3092\u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5316\u3059\u308b\u3068\u3044\u3046\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n<p>\u6b8b\u5ff5\u306a\u304c\u3089\u3001\u30b3\u30f3\u30d1\u30a4\u30e9\u3092\u4f7f\u3063\u3066\u30d0\u30a4\u30c8\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b\u3060\u3051\u3067\u306f\u3001CPython\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u306e\u306b\u5341\u5206\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u306f\u3001\u5b9f\u884c\u3055\u308c\u308b\u305f\u3073\u306b\u30b3\u30fc\u30c9\u3092\u6a5f\u68b0\u8a9e\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u3042\u308b\u884c\u306e\u5b9f\u884c\u306bLX\u79d2\u304b\u304b\u308b\u5834\u5408\u3001\u305d\u308c\u309210\u56de\u5b9f\u884c\u3059\u308b\u3068X*10\u79d2\u304b\u304b\u308a\u307e\u3059\u3002\u9577\u6642\u9593\u5b9f\u884c\u3055\u308c\u308b\u51e6\u7406\u306e\u5834\u5408\u3001\u3053\u308c\u306f\u5b9f\u884c\u6642\u9593\u306b\u5927\u304d\u306a\u8ca0\u62c5\u3068\u306a\u308a\u307e\u3059\u3002.<\/p>\n<p>CPython \u306e\u30d0\u30b0\u306b\u57fa\u3065\u3044\u3066\u3001\u4eca\u5ea6\u306f PyPy \u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002.<\/p>\n<h2 id=\"%d9%85%d9%82%d8%af%d9%85%d9%87-%d8%a7%db%8c-%d8%a8%d8%b1-pypy-%d9%88-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7%db%8c-%d8%a2%d9%86\">PyPy\u3068\u305d\u306e\u6a5f\u80fd\u306e\u7d39\u4ecb<\/h2>\n<p>PyPy\u306fCPython\u306b\u4f3c\u305fPython\u5b9f\u88c5\u3067\u3001\u6e96\u62e0\u3068\u9ad8\u901f\u6027\u3092\u517c\u306d\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u300c\u6e96\u62e0\u300d\u3068\u306f\u3001PyPy\u304cCPython\u3068\u4e92\u63db\u6027\u304c\u3042\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u3001PyPy\u3067\u306f\u307b\u307c\u3059\u3079\u3066\u306eCPython\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3067\u304d\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u8ff0\u3079\u305f\u3088\u3046\u306b\u3001\u4e92\u63db\u6027\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002PyPy\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001\u305d\u306e\u901f\u5ea6\u3067\u3059\u3002PyPy\u306fCPython\u3088\u308a\u3082\u306f\u308b\u304b\u306b\u9ad8\u901f\u3067\u3059\u3002\u5f8c\u307b\u3069\u3001PyPy\u304c\u7d047\u500d\u9ad8\u901f\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u30c6\u30b9\u30c8\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u3001CPython\u306e\u6570\u5341\u500d\u3001\u6570\u767e\u500d\u3082\u9ad8\u901f\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u3067\u306f\u3001PyPy\u306f\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u305d\u306e\u901f\u5ea6\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<h5 id=\"%d8%b3%d8%b1%d8%b9%d8%aa\">\u30b9\u30d4\u30fc\u30c9<\/h5>\n<p>PyPy\u306f\u3001Python\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5287\u7684\u306b\u9ad8\u901f\u5316\u3067\u304d\u308b\u30b8\u30e3\u30b9\u30c8\u30a4\u30f3\u30bf\u30a4\u30e0\uff08JIT\uff09\u30b3\u30f3\u30d1\u30a4\u30e9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002CPython\u3067\u4f7f\u7528\u3055\u308c\u308b\u30b3\u30f3\u30d1\u30a4\u30eb\u65b9\u5f0f\u306fAhead-of-Time\uff08AOT\uff09\u3067\u3001\u3059\u3079\u3066\u306e\u30b3\u30fc\u30c9\u306f\u5b9f\u884c\u524d\u306b\u30d0\u30a4\u30c8\u30b3\u30fc\u30c9\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u3002JIT\u306f\u5b9f\u884c\u6642\u306b\u5fc5\u8981\u306a\u5834\u5408\u306b\u306e\u307f\u30b3\u30fc\u30c9\u3092\u5909\u63db\u3057\u307e\u3059\u3002.<\/p>\n<p>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306b\u306f\u3001\u5b9f\u969b\u306b\u306f\u5b9f\u884c\u3055\u308c\u306a\u3044\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u304c\u3001AOT\u30b3\u30f3\u30d1\u30a4\u30e9\u306b\u3088\u3063\u3066\u5909\u63db\u3055\u308c\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u51e6\u7406\u6642\u9593\u304c\u9045\u304f\u306a\u308a\u307e\u3059\u3002\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u5927\u898f\u6a21\u3067\u6570\u5343\u884c\u306b\u53ca\u3076\u5834\u5408\u3001JIT\u306e\u4f7f\u7528\u306f\u5927\u304d\u306a\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002AOT\u3067\u306f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u5168\u4f53\u304c\u5909\u63db\u3055\u308c\u308b\u305f\u3081\u3001\u591a\u304f\u306e\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002JIT\u3067\u306f\u3001\u5fc5\u8981\u306a\u30b3\u30fc\u30c9\u90e8\u5206\u306e\u307f\u304c\u5b9f\u884c\u3055\u308c\u308b\u305f\u3081\u3001\u51e6\u7406\u901f\u5ea6\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002.<\/p>\n<p>PyPy\u306f\u30b3\u30fc\u30c9\u3092\u7ffb\u8a33\u3057\u305f\u5f8c\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30b3\u30fc\u30c9\u306f\u4e00\u5ea6\u3060\u3051\u7ffb\u8a33\u3055\u308c\u3001\u5f8c\u3067\u305d\u306e\u7ffb\u8a33\u7d50\u679c\u304c\u4f7f\u7528\u3055\u308c\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002CPython\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u306f\u30b3\u30fc\u30c9\u304c\u5b9f\u884c\u3055\u308c\u308b\u305f\u3073\u306b\u7ffb\u8a33\u3092\u7e70\u308a\u8fd4\u3059\u305f\u3081\u3001\u3053\u308c\u3082\u901f\u5ea6\u4f4e\u4e0b\u306e\u8981\u56e0\u306e\u4e00\u3064\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002.<\/p>\n<h5 id=\"%d8%a8%db%8c-%d8%b2%d8%ad%d9%85%d8%aa\">\u697d\u3005\u3068<\/h5>\n<p>PyPy\u306fPython\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u552f\u4e00\u306e\u65b9\u6cd5\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u6700\u3082\u7c21\u5358\u306a\u65b9\u6cd5\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001Cython\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001C\u8a00\u8a9e\u306e\u578b\u3092\u5909\u6570\u306b\u4ee3\u5165\u3059\u308b\u51e6\u7406\u3092\u9ad8\u901f\u5316\u3067\u304d\u307e\u3059\u3002\u554f\u984c\u306f\u3001Cython\u3067\u306f\u958b\u767a\u8005\u304c\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u624b\u4f5c\u696d\u3067\u30ec\u30d3\u30e5\u30fc\u3057\u3066\u6700\u9069\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u9762\u5012\u306a\u4f5c\u696d\u3067\u3042\u308a\u3001\u30b3\u30fc\u30c9\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u306b\u3064\u308c\u3066\u8907\u96d1\u3055\u304c\u5897\u3057\u307e\u3059\u3002PyPy\u3092\u4f7f\u7528\u3059\u308c\u3070\u3001\u901a\u5e38\u306ePython\u30b3\u30fc\u30c9\u3092\u624b\u9593\u3092\u304b\u3051\u305a\u306b\u306f\u308b\u304b\u306b\u9ad8\u901f\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002.<\/p>\n<h5 id=\"%d8%a8%d8%af%d9%88%d9%86-%d9%be%d8%b4%d8%aa%d9%87\">\u30b9\u30bf\u30c3\u30af\u306a\u3057<\/h5>\n<p>\u6a19\u6e96\u306ePython\u306fC\u30b9\u30bf\u30c3\u30af\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u306e\u30b9\u30bf\u30c3\u30af\u306f\u3001\u4e92\u3044\u306b\u547c\u3073\u51fa\u3055\u308c\u308b\uff08\u623b\u308a\u5024\u3092\u8fd4\u3059\uff09\u95a2\u6570\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\u3092\u683c\u7d0d\u3057\u307e\u3059\u3002\u30b9\u30bf\u30c3\u30af\u306e\u30b5\u30a4\u30ba\u306b\u306f\u5236\u9650\u304c\u3042\u308b\u305f\u3081\u3001\u95a2\u6570\u547c\u3073\u51fa\u3057\u306e\u56de\u6570\u306b\u3082\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n<p>PyPy\u306f\u3001C\u8a00\u8a9e\u306e\u30b9\u30bf\u30c3\u30af\u3092\u4f7f\u7528\u3057\u306a\u3044Python\u5b9f\u88c5\u3067\u3042\u308bStackless Python\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u4ee3\u308f\u308a\u306b\u3001\u95a2\u6570\u547c\u3073\u51fa\u3057\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u4e26\u3093\u3067\u30b9\u30bf\u30c3\u30af\u4e0a\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002\u30b9\u30bf\u30c3\u30af\u30b5\u30a4\u30ba\u306f\u30d2\u30fc\u30d7\u30b5\u30a4\u30ba\u3088\u308a\u3082\u5927\u304d\u3044\u305f\u3081\u3001\u3088\u308a\u591a\u304f\u306e\u95a2\u6570\u547c\u3073\u51fa\u3057\u304c\u53ef\u80fd\u3067\u3059\u3002.<\/p>\n<p>\u30b9\u30bf\u30c3\u30af\u30ec\u30b9Python\u306f\u3001\u901a\u5e38\u306ePython\u30b9\u30ec\u30c3\u30c9\u3088\u308a\u3082\u512a\u308c\u305f\u30de\u30a4\u30af\u30ed\u30b9\u30ec\u30c3\u30c9\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u30b9\u30bf\u30c3\u30af\u30ec\u30b9Python\u30b9\u30ec\u30c3\u30c9\u3067\u306f\u3001\u300c\u30bf\u30b9\u30af\u30ec\u30c3\u30c8\u300d\u3068\u547c\u3070\u308c\u308b\u6570\u5343\u3082\u306e\u30bf\u30b9\u30af\u3092\u3059\u3079\u3066\u5358\u4e00\u306e\u30b9\u30ec\u30c3\u30c9\u3067\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002.<\/p>\n<p>\u30bf\u30b9\u30af\u30ec\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30bf\u30b9\u30af\u3092\u4e26\u884c\u3057\u3066\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u4e26\u884c\u6027\u3068\u306f\u30012\u3064\u306e\u30bf\u30b9\u30af\u304c\u540c\u6642\u306b\u5b9f\u884c\u3055\u308c\u3001\u540c\u3058\u30ea\u30bd\u30fc\u30b9\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u30021\u3064\u306e\u30bf\u30b9\u30af\u306f\u3057\u3070\u3089\u304f\u5b9f\u884c\u3055\u308c\u305f\u5f8c\u3001\u505c\u6b62\u3057\u30662\u3064\u76ee\u306e\u30bf\u30b9\u30af\u306e\u5b9f\u884c\u30b9\u30da\u30fc\u30b9\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u30012\u3064\u306e\u5225\u3005\u306e\u30bf\u30b9\u30af\u3092\u540c\u6642\u306b\u5b9f\u884c\u3059\u308b\u4e26\u5217\u51e6\u7406\u3068\u306f\u7570\u306a\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<\/p>\n<p>\u30bf\u30b9\u30af\u30ec\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u4f5c\u6210\u3055\u308c\u308b\u30b9\u30ec\u30c3\u30c9\u6570\u304c\u524a\u6e1b\u3055\u308c\u3001\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308b\u3059\u3079\u3066\u306e\u30b9\u30ec\u30c3\u30c9\u7ba1\u7406\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u304c\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u30012\u3064\u306e\u30b9\u30ec\u30c3\u30c9\u9593\u306e\u5207\u308a\u66ff\u3048\u306b\u3088\u308b\u5b9f\u884c\u901f\u5ea6\u5411\u4e0a\u306f\u30012\u3064\u306e\u30bf\u30b9\u30af\u9593\u306e\u5207\u308a\u66ff\u3048\u3088\u308a\u3082\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002.<\/p>\n<p>Stackless Python\u306e\u4f7f\u7528\u306b\u3088\u308a\u3001\u7d99\u7d9a\u51e6\u7406\u3082\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7d99\u7d9a\u51e6\u7406\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30bf\u30b9\u30af\u306e\u72b6\u614b\u3092\u4fdd\u5b58\u3057\u3001\u5f8c\u3067\u5fa9\u5143\u3057\u3066\u30bf\u30b9\u30af\u3092\u7d9a\u884c\u3067\u304d\u307e\u3059\u3002Stackless Python\u306f\u6a19\u6e96\u306ePython\u3068\u4f55\u3089\u5909\u308f\u308a\u3042\u308a\u307e\u305b\u3093\u3002\u5358\u306b\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u308b\u3060\u3051\u3067\u3059\u3002\u6a19\u6e96\u306ePython\u3067\u5229\u7528\u3067\u304d\u308b\u3082\u306e\u306f\u3059\u3079\u3066\u3001Stackless Python\u3067\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002.<\/p>\n<p>PyPy \u306e\u5229\u70b9\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u305f\u5f8c\u3001\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u305d\u306e\u5236\u9650\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002.<\/p>\n<h2 id=\"%d9%85%d8%ad%d8%af%d9%88%d8%af%db%8c%d8%aa-%d9%87%d8%a7%db%8c-pypy\">PyPy\u306e\u5236\u9650<\/h2>\n<p>CPython \u306f\u3069\u306e\u30de\u30b7\u30f3\u3067\u3082\u3069\u306e CPU \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u304c\u3001PyPy \u306e\u30b5\u30dd\u30fc\u30c8\u306f\u6bd4\u8f03\u7684\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n<p>PyPy \u306b\u3088\u3063\u3066\u30b5\u30dd\u30fc\u30c8\u304a\u3088\u3073\u4fdd\u5b88\u3055\u308c\u3066\u3044\u308b CPU \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059 (\u30bd\u30fc\u30b9):<\/p>\n<ul>\n<li>x86 (IA-32) \u3068 x86_64<\/li>\n<li>ARM \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 (ARMv6 \u307e\u305f\u306f ARMv7\u3001VFPv3 \u642d\u8f09)<\/li>\n<li>AArch64<\/li>\n<li>PowerPC 64\u30d3\u30c3\u30c8\u3001\u30ea\u30c8\u30eb\u30a8\u30f3\u30c7\u30a3\u30a2\u30f3\u3068\u30d3\u30c3\u30b0\u30a8\u30f3\u30c7\u30a3\u30a2\u30f3\u306e\u4e21\u65b9<\/li>\n<li>\u30b7\u30b9\u30c6\u30e0Z\uff08s390x\uff09<\/li>\n<\/ul>\n<p>PyPy\u306f\u3059\u3079\u3066\u306eLinux\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u52d5\u4f5c\u3059\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3088\u3046\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u3067PyPy Linux\u30d0\u30a4\u30ca\u30ea\u3092\u5b9f\u884c\u3059\u308b\u3068\u30a8\u30e9\u30fc\u304c\u8fd4\u3055\u308c\u307e\u3059\u3002PyPy\u306fPython 2\u3068Python 3\u306e1\u3064\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3001\u3064\u307e\u308aPyPy 2.7\u3068PyPy 3.6\u306e\u307f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>\n<p>PyPy\u3067\u5b9f\u884c\u3055\u308c\u308b\u30b3\u30fc\u30c9\u304c\u7d14\u7c8b\u306aPython\u3067\u3042\u308b\u5834\u5408\u3001PyPy\u306b\u3088\u308b\u9ad8\u901f\u5316\u306f\u901a\u5e38\u9855\u8457\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u30b3\u30fc\u30c9\u306bNumPy\u306a\u3069\u306eC\u62e1\u5f35\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u3001PyPy\u306b\u3088\u3063\u3066\u5b9f\u884c\u6642\u9593\u304c\u5b9f\u969b\u306b\u9577\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002PyPy\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u6d3b\u767a\u306b\u958b\u767a\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5c06\u6765\u7684\u306b\u306fC\u62e1\u5f35\u306e\u30b5\u30dd\u30fc\u30c8\u304c\u5f37\u5316\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n<p>PyPy\u306f\u3001Kivy\u306a\u3069\u306e\u591a\u304f\u306e\u4e00\u822c\u7684\u306aPython\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002Kivy\u306fAndroid\u3084iOS\u3092\u542b\u3080\u3059\u3079\u3066\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067CPython\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u3064\u307e\u308a\u3001PyPy\u306f\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u3067\u306f\u5b9f\u884c\u3067\u304d\u307e\u305b\u3093\u3002.<\/p>\n<p>PyPy \u306e\u5229\u70b9\u3068\u5236\u9650\u3092\u78ba\u8a8d\u3057\u305f\u306e\u3067\u3001Ubuntu \u3067 PyPy \u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3057\u3087\u3046\u3002.<\/p>\n<h2 id=\"%d8%a7%d8%ac%d8%b1%d8%a7%db%8c-pypy-%d8%af%d8%b1-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\">Ubuntu\u3067PyPy\u3092\u5b9f\u884c\u3059\u308b<\/h2>\n<p>PyPy\u306fMac\u3001Linux\u3001Windows\u3067\u5b9f\u884c\u3067\u304d\u307e\u3059\u304c\u3001\u3053\u3053\u3067\u306fUbuntu\u3067\u306e\u5b9f\u884c\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002PyPy\u306eLinux\u30d0\u30a4\u30ca\u30ea\u306f\u7279\u5b9a\u306eLinux\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u307f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5229\u7528\u53ef\u80fd\u306aPyPy\u30d0\u30a4\u30ca\u30ea\u3068\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u3061\u3089\u306e\u30da\u30fc\u30b8\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001PyPy\uff08\u307e\u305f\u306fPython 2.7\u307e\u305f\u306fPython 3.6\uff09\u306f\u3001Ubuntu\u306e18.04\u300116.04\u300114.04\u306e3\u3064\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306e\u307f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u73fe\u6642\u70b9\u3067\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306eUbuntu\uff0819.10\uff09\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u3001PyPy\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u3067PyPy\u3092\u5b9f\u884c\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u6b21\u306e\u30a8\u30e9\u30fc\u304c\u8fd4\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>PyPy\u30d0\u30a4\u30ca\u30ea\u306f\u5727\u7e2e\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u89e3\u51cd\u3059\u308b\u3060\u3051\u3067\u3059\u3002\u89e3\u51cd\u3055\u308c\u305f\u30d5\u30a9\u30eb\u30c0\u306e\u4e2d\u306bbin\u3068\u3044\u3046\u30d5\u30a9\u30eb\u30c0\u304c\u3042\u308a\u3001\u305d\u3053\u306bPyPy\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u304c\u3042\u308a\u307e\u3059\u3002\u79c1\u306fPython 3.6\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306fpypy3\u3067\u3059\u3002Python 2.7\u306e\u5834\u5408\u306f\u3001\u5358\u306bpypy\u3067\u3059\u3002.<\/p>\n<p>CPython\u306e\u5834\u5408\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u304b\u3089Python 3\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u30b3\u30de\u30f3\u30c9 python3 \u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3059\u3002PyPy\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u30b3\u30de\u30f3\u30c9 pypy3 \u3092\u5b9f\u884c\u3059\u308b\u3060\u3051\u3067\u3059\u3002.<\/p>\n<p>\u4e0b\u56f3\u306b\u793a\u3059\u3088\u3046\u306b\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u3067pypy3\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3059\u308b\u3068\u3001\u300cpypy3\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u3044\u3046\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u8868\u793a\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001PyPy\u306e\u30d1\u30b9\u304cPATH\u74b0\u5883\u5909\u6570\u306b\u8ffd\u52a0\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u539f\u56e0\u3067\u3059\u3002\u30bf\u30fc\u30df\u30ca\u30eb\u306e\u73fe\u5728\u306e\u30d1\u30b9\u304cPyPy\u306ebin\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u5185\u306b\u3042\u308b\u5834\u5408\u3001\u5b9f\u969b\u306b\u6a5f\u80fd\u3059\u308b\u30b3\u30de\u30f3\u30c9\u306f.\/pypy3\u3067\u3059\u3002\u30c9\u30c3\u30c8\u300c.\u300d\u306f\u73fe\u5728\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u6307\u3057\u3001\u300c\/\u300d\u306f\u73fe\u5728\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306b\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002.\/pypy3\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001Python\u304c\u6b63\u5e38\u306b\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002.<\/p>\n<p><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"734\"  height=\"298\"  class=\"aligncenter wp-image-16215 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 734px) 100vw, 734px\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2024\/10\/10200135\/2-1.png\"  data-pk-srcset=\"https:\/\/cdn.itpiran.net\/2024\/10\/10200135\/2-1.png 734w, https:\/\/cdn.itpiran.net\/2024\/10\/10200135\/2-1-300x122.png 300w, https:\/\/cdn.itpiran.net\/2024\/10\/10200135\/2-1-110x45.png 110w, https:\/\/cdn.itpiran.net\/2024\/10\/10200135\/2-1-200x81.png 200w, https:\/\/cdn.itpiran.net\/2024\/10\/10200135\/2-1-380x154.png 380w, https:\/\/cdn.itpiran.net\/2024\/10\/10200135\/2-1-255x104.png 255w, https:\/\/cdn.itpiran.net\/2024\/10\/10200135\/2-1-550x223.png 550w\" ><\/p>\n<p>\u3053\u308c\u3067\u3001PyPy\u3092\u6d3b\u7528\u3057\u3066\u3001\u3044\u3064\u3082\u901a\u308aPython\u3092\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u30011000\u500b\u306e\u6570\u5024\u3092\u52a0\u7b97\u3059\u308b\u7c21\u5358\u306aPython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f5c\u6210\u3057\u3001PyPy\u3092\u4f7f\u3063\u3066\u5b9f\u884c\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u30b3\u30fc\u30c9\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002.<\/p>\n<div class=\"hcb_wrap\" data-no-translation=\"\" data-no-auto-translation=\"\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>nums = range(1000)\r\nsum = 0\r\nfor k in nums:\r\nsum = sum + k\r\nprint(\"Sum of 1,000 numbers is : \", sum)<\/code><\/pre>\n<\/div>\n<p>\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u540d\u524d\u304c test.py \u306e\u5834\u5408\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u7c21\u5358\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059 (Python \u30d5\u30a1\u30a4\u30eb\u304c PyPy bin \u30d5\u30a9\u30eb\u30c0\u30fc\u5185\u306b\u3042\u308b\u3068\u4eee\u5b9a\u3057\u307e\u3059\u3002\u3053\u308c\u306f pypy3 \u30b3\u30de\u30f3\u30c9\u3068\u540c\u3058\u5834\u6240\u3067\u3059)\u3002.<\/p>\n<div class=\"hcb_wrap\" data-no-translation=\"\" data-no-auto-translation=\"\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>.\/pypy3 test.py\r\n<\/code><\/pre>\n<\/div>\n<p>\u6b21\u306e\u56f3\u306f\u3001\u524d\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u305f\u7d50\u679c\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>\n<p><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"736\"  height=\"131\"  class=\"aligncenter wp-image-16216 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 736px) 100vw, 736px\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2024\/10\/10200552\/3-1.png\"  data-pk-srcset=\"https:\/\/cdn.itpiran.net\/2024\/10\/10200552\/3-1.png 736w, https:\/\/cdn.itpiran.net\/2024\/10\/10200552\/3-1-300x53.png 300w, https:\/\/cdn.itpiran.net\/2024\/10\/10200552\/3-1-110x20.png 110w, https:\/\/cdn.itpiran.net\/2024\/10\/10200552\/3-1-200x36.png 200w, https:\/\/cdn.itpiran.net\/2024\/10\/10200552\/3-1-380x68.png 380w, https:\/\/cdn.itpiran.net\/2024\/10\/10200552\/3-1-255x45.png 255w, https:\/\/cdn.itpiran.net\/2024\/10\/10200552\/3-1-550x98.png 550w\" ><\/p>\n<h2 id=\"%d8%b2%d9%85%d8%a7%d9%86-%d8%a7%d8%ac%d8%b1%d8%a7%db%8c-pypy-%d8%af%d8%b1-%d9%85%d9%82%d8%a7%d8%a8%d9%84-cpython\">PyPy\u3068CPython\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u6bd4\u8f03<\/h2>\n<p>1000 \u500b\u306e\u6570\u5024\u306e\u5408\u8a08\u306b\u5bfe\u3059\u308b PyPy \u3068 CPython \u306e\u5b9f\u884c\u6642\u9593\u3092\u6bd4\u8f03\u3059\u308b\u306b\u306f\u3001\u6642\u9593\u3092\u6e2c\u5b9a\u3059\u308b\u30b3\u30fc\u30c9\u3092\u6b21\u306e\u3088\u3046\u306b\u5909\u66f4\u3057\u307e\u3059\u3002.<\/p>\n<div class=\"hcb_wrap\" data-no-translation=\"\" data-no-auto-translation=\"\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>import time\r\nt1 = time.time()\r\nnums = range(1000)\r\nsum = 0\r\nfor k in nums:\r\nsum = sum + k\r\nprint(\"Sum of 1,000 numbers is : \", sum)\r\nt2 = time.time()\r\nt = t2 - t1\r\nprint(\"Elapsed time is : \", t, \" seconds\")<\/code><\/pre>\n<\/div>\n<p>PyPy\u306e\u5834\u5408\u3001\u5b9f\u884c\u6642\u9593\u306f0.00045\u79d2\u8fd1\u304f\u306b\u306a\u308a\u307e\u3059\u304c\u3001CPython\u306e\u5834\u5408\u306f0.0002\u79d2\u3067\u3059\uff08\u3053\u306e\u30b3\u30fc\u30c9\u306fCore i7-6500U\u30de\u30b7\u30f3\uff082.5GHz\uff09\u3067\u5b9f\u884c\u3057\u307e\u3057\u305f\uff09\u3002\u3053\u306e\u5834\u5408\u3001CPython\u306fPyPy\u3088\u308a\u3082\u6642\u9593\u304c\u77ed\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u308c\u306f\u305d\u308c\u307b\u3069\u9577\u6642\u9593\u5b9f\u884c\u3055\u308c\u306a\u3044\u30bf\u30b9\u30af\u306a\u306e\u3067\u5f53\u7136\u306e\u7d50\u679c\u3067\u3059\u3002\u3082\u3057\u30b3\u30fc\u30c9\u304c1,000\u3067\u306f\u306a\u304f100\u4e07\u306e\u6570\u5024\u3092\u52a0\u7b97\u3059\u308b\u306e\u3067\u3042\u308c\u3070\u3001\u6700\u7d42\u7684\u306b\u306fPyPy\u304c\u52dd\u5229\u3059\u308b\u3067\u3057\u3087\u3046\u3002\u3053\u306e\u5834\u5408\u3001PyPy\u3067\u306f0.00035\u79d2\u3001CPython\u3067\u306f0.1\u79d2\u304b\u304b\u308a\u307e\u3059\u3002\u3053\u308c\u3067PyPy\u306e\u512a\u4f4d\u6027\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u9577\u6642\u9593\u5b9f\u884c\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066CPython\u304c\u3069\u308c\u3060\u3051\u9045\u3044\u304b\u304c\u304a\u5206\u304b\u308a\u3044\u305f\u3060\u3051\u308b\u3068\u601d\u3044\u307e\u3059\u3002.<\/p>\n<h2 id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\">\u7d50\u679c<\/h2>\n<p>\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u6700\u901f\u306ePython\u5b9f\u88c5\u3067\u3042\u308bPyPy\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002PyPy\u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u30b3\u30f3\u30d1\u30a4\u30eb\u6e08\u307f\u306e\u30de\u30b7\u30f3\u30b3\u30fc\u30c9\u3092\u30ad\u30e3\u30c3\u30b7\u30e5\u3057\u3066\u518d\u5b9f\u884c\u3092\u9632\u3050\u30b8\u30e3\u30b9\u30c8\u30a4\u30f3\u30bf\u30a4\u30e0\uff08JIT\uff09\u30b3\u30f3\u30d1\u30a4\u30eb\u3067\u3059\u3002PyPy\u306e\u9650\u754c\u306b\u3064\u3044\u3066\u3082\u8aac\u660e\u3057\u307e\u3059\u3002\u4e3b\u306a\u9650\u754c\u306f\u3001\u7d14\u7c8b\u306aPython\u30b3\u30fc\u30c9\u306b\u306f\u9069\u3057\u3066\u3044\u307e\u3059\u304c\u3001C\u62e1\u5f35\u306b\u306f\u9069\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u3067\u3059\u3002.<\/p>\n<p>\u307e\u305f\u3001PyPy\u304cUbuntu\u4e0a\u3067\u3069\u306e\u3088\u3046\u306b\u52d5\u4f5c\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3001CPython\u3068PyPy\u306e\u5b9f\u884c\u6642\u9593\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\u3001\u9577\u6642\u9593\u5b9f\u884c\u30bf\u30b9\u30af\u3067\u306fPyPy\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u512a\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002\u4e00\u65b9\u3001\u77ed\u6642\u9593\u5b9f\u884c\u30bf\u30b9\u30af\u3067\u306fCPython\u304cPyPy\u306b\u52dd\u308b\u53ef\u80fd\u6027\u3082\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002\u4eca\u5f8c\u306e\u8a18\u4e8b\u3067\u3001PyPy\u3001CPython\u3001Cython\u306e\u6bd4\u8f03\u3092\u3055\u3089\u306b\u8a73\u3057\u304f\u53d6\u308a\u4e0a\u3052\u307e\u3059\u3002.<\/p>","protected":false},"excerpt":{"rendered":"\u306f\u3058\u3081\u306b Python \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u3067\u5b9f\u88c5\u3067\u304d\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3059\u3002\u2026","protected":false},"author":1,"featured_media":16212,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u0634\u0631\u0648\u0639 \u06a9\u0627\u0631 \u0628\u0627 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