{"id":112509,"date":"2023-12-26T15:10:22","date_gmt":"2023-12-26T13:10:22","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/dlya-python-predlozhen-jit-kompilyator-ispolzuyushhij-tehniku-copy-and-patch"},"modified":"2023-12-26T15:10:22","modified_gmt":"2023-12-26T13:10:22","slug":"dlya-python-predlozhen-jit-kompilyator-ispolzuyushhij-tehniku-copy-and-patch","status":"publish","type":"post","link":"https:\/\/prohoster.info\/pl\/blog\/news\/dlya-python-predlozhen-jit-kompilyator-ispolzuyushhij-tehniku-copy-and-patch","title":{"rendered":"Dla Pythona zaproponowano kompilator JIT, korzystaj\u0105cy z techniki copy-and-patch","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Brandt Bucher z firmy Microsoft, cz\u0142onek zespo\u0142u rdzennego CPython oraz pracuj\u0105cy nad zwi\u0119kszeniem wydajno\u015bci interpretera CPython, opublikowa\u0142 implementacj\u0119 kompilatora JIT dla Pythona, korzystaj\u0105c\u0105 z techniki Copy-and-Patch. Publikacja JIT zbiega si\u0119 z okresem \u015bwi\u0105t Bo\u017cego Narodzenia, a zapowied\u017a napisana jest wierszem.     <\/p>\n<p>Proponowany JIT wyr\u00f3\u017cnia si\u0119 bardzo wysok\u0105 szybko\u015bci\u0105 generowania kodu, \u0142atwo\u015bci\u0105 w utrzymaniu oraz pe\u0142n\u0105 integracj\u0105 z interpreterem. Zaproponowana metoda pozwala na automatyczne przekszta\u0142cenie interpretera napisanego w j\u0119zyku C w kompilator JIT, bez oddzielnego tworzenia logiki generacji kodu i bez r\u0119cznego tworzenia przedstawie\u0144 assemblerowych. Przy takim podej\u015bciu naprawa b\u0142\u0119du w interpreterze automatycznie prowadzi do usuni\u0119cia tej samej problemu w JIT, poniewa\u017c wykorzystuje wsp\u00f3lny generator kodu.    <\/p>\n<p>Zastosowanie metody Copy-and-Patch opiera si\u0119 na tym, \u017ce relokacja kodu w pami\u0119ci podczas \u0142adowania przez linkera plik\u00f3w obiektowych oraz podstawienie instrukcji maszynowych zamiast bajtkodu w JIT s\u0105 podobnymi zadaniami. W przypadku dzia\u0142ania JIT w trakcie wykonywania programu przegl\u0105dane s\u0105 instrukcje bajtkodu wygenerowane przez interpreter, a dla ka\u017cdej instrukcji kopiowany jest wcze\u015bniej skompilowany kod maszynowy do obszaru pami\u0119ci z wykonywalnym kodem oraz na bie\u017c\u0105co modyfikowane s\u0105 instrukcje, by wprowadzi\u0107 przetwarzane dane (JIT kopiuje gotowe szablony ju\u017c skompilowanych funkcji i podstawia w nich potrzebne warto\u015bci, takie jak argumenty i sta\u0142e). Przy \u0142adowaniu plik\u00f3w obiektowych r\u00f3wnie\u017c wykonywane jest kopiowanie kodu maszynowego do pami\u0119ci oraz podstawienie symboli zewn\u0119trznych.    <\/p>\n<p>W Copy-and-Patch JIT za pomoc\u0105 LLVM tworzony jest plik obiektowy w formacie ELF, zawieraj\u0105cy dane o instrukcjach bajtkodu oraz informacje o koniecznych zast\u0105pieniach danych. JIT zast\u0119puje instrukcje bajtkodu wygenerowane podczas interpretacji programu przedstawieniami kodu maszynowego, jednocze\u015bnie podstawiaj\u0105c dane niezb\u0119dne do oblicze\u0144. Implementacja JIT wymaga na etapie kompilacji zale\u017cno\u015bci od LLVM, jednak komponenty runtime nie s\u0105 zwi\u0105zane z zewn\u0119trznymi zale\u017cno\u015bciami i sk\u0142adaj\u0105 si\u0119 w przybli\u017ceniu z 300 r\u0119cznie napisanych linii w j\u0119zyku C oraz 3000 wygenerowanych linii kodu w C.        <\/p>\n<p>W por\u00f3wnaniu do tradycyjnych narz\u0119dzi JIT (LLVM -O0) proponowany JIT zapewnia 100 razy szybsz\u0105 generacj\u0119 kodu i 15% szybszy kod wynikowy. W por\u00f3wnaniu z kompilacj\u0105 do WebAssembly (Liftoff), nowy JIT generuje kod 5 razy szybciej, a kod wynikowy dzia\u0142a 50% szybciej. Por\u00f3wnuj\u0105c nowy JIT z optymalizuj\u0105cym JIT (LuaJIT), wykorzystuj\u0105cym r\u0119cznie napisany kod asemblera, zaproponowana opcja by\u0142a szybsza w 13 z 44 test\u00f3w, a \u015brednio ust\u0119powa\u0142a wydajno\u015bci\u0105 o 35%, przy znacznym uproszczeniu konserwacji i zmniejszeniu poziomu z\u0142o\u017cono\u015bci wdro\u017cenia.            <center>  <div class=\"youtube-placeholder\" data-id=\"HxSHIpEQRjs\" onclick=\"loadVideo(this)\">\r\n        <img decoding=\"async\" src=\"https:\/\/img.youtube.com\/vi\/HxSHIpEQRjs\/hqdefault.jpg\" alt=\"Odtwarzaj wideo\" loading=\"lazy\" width=\"480\" height=\"360\" style=\"width:100%;height:auto;\">\r\n        <div class=\"play-button\"><\/div>\r\n    <\/div><\/center><br \/>\n<br \/>\u0179r\u00f3d\u0142o: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=60352\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0411\u0440\u0430\u043d\u0434\u0442 \u0411\u0443\u043a\u0435\u0440 (Brandt Bucher) \u0438\u0437 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 Microsoft, \u0432\u0445\u043e\u0434\u044f\u0449\u0438\u0439 \u0432 \u0447\u0438\u0441\u043b\u043e core-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 CPython \u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u0435, \u0437\u0430\u043d\u0438\u043c\u0430\u044e\u0449\u0435\u0439\u0441\u044f \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435\u043c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0442\u043e\u0440\u0430 CPython, \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e JIT-\u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0442\u043e\u0440\u0430 \u0434\u043b\u044f Python, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0443\u044e \u0442\u0435\u0445\u043d\u0438\u043a\u0443 Copy-and-Patch. \u041f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044f JIT \u043f\u0440\u0438\u0443\u0440\u043e\u0447\u0435\u043d\u0430 \u043a \u0420\u043e\u0436\u0434\u0435\u0441\u0442\u0432\u0443 \u0438 \u0430\u043d\u043e\u043d\u0441 \u043d\u0430\u043f\u0438\u0441\u0430\u043d \u0432 \u0441\u0442\u0438\u0445\u0430\u0445. \u041f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u043d\u044b\u0439 JIT \u043f\u0440\u0438\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u0435\u043d \u043e\u0447\u0435\u043d\u044c \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c\u044e \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u043a\u043e\u0434\u0430, \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u043e\u0439 \u0441\u043e\u043f\u0440\u043e\u0432\u043e\u0436\u0434\u0435\u043d\u0438\u044f \u0438 \u043f\u043e\u043b\u043d\u043e\u0439 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0435\u0439 \u0441 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0442\u043e\u0440\u043e\u043c. \u041f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u043d\u044b\u0439 \u043c\u0435\u0442\u043e\u0434 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-112509","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0411\u0440\u0430\u043d\u0434\u0442 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