{"id":105239,"date":"2022-10-02T15:36:48","date_gmt":"2022-10-02T13:36:48","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/v-jit-kompilyatore-pyston-lite-realizovana-podderzhka-python-3-10"},"modified":"2022-10-02T15:36:48","modified_gmt":"2022-10-02T13:36:48","slug":"v-jit-kompilyatore-pyston-lite-realizovana-podderzhka-python-3-10","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/v-jit-kompilyatore-pyston-lite-realizovana-podderzhka-python-3-10","title":{"rendered":"N\u00eb JIT-kompiluesin Pyston-lite \u00ebsht\u00eb implementuar mb\u00ebshtetje p\u00ebr Python 3.10","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Nj\u00eb version i ri i zgjatjes Pyston-lite \u00ebsht\u00eb i disponuesh\u00ebm, i cili implementon nj\u00eb JIT-kompilues p\u00ebr CPython. Ndryshe nga projekti Pyston, i zhvilluar si nj\u00eb deg\u00eb e ve\u00e7ant\u00eb nga baza e kodit CPython, Pyston-lite \u00ebsht\u00eb formuar si nj\u00eb zgjatje universale e destinuar p\u00ebr t'u lidhur me interpretuesin standard t\u00eb Python (CPython). Versioni i ri shquhet p\u00ebr mb\u00ebshtetje p\u00ebr deg\u00ebt Python 3.7, 3.9 dhe 3.10, p\u00ebrve\u00e7 deg\u00ebs 3.8, e cila mb\u00ebshtetet m\u00eb par\u00eb.    <\/p>\n<p>Pyston-lite ju ofron mund\u00ebsin\u00eb p\u00ebr t\u00eb p\u00ebrdorur teknologjit\u00eb baz\u00eb t\u00eb Pyston pa e nd\u00ebrruar interpretuesin, p\u00ebrmes instalimit t\u00eb nj\u00eb shtese shtes\u00eb p\u00ebrmes menaxherit t\u00eb paketave PIP ose Conda. Pyston-lite \u00ebsht\u00eb tashm\u00eb i vendosur n\u00eb depozit\u00eb t\u00eb PyPI dhe Conda, dhe p\u00ebr ta instaluar mjafton t\u00eb ekzekutoni komand\u00ebn &#171;pip install pyston_lite_autoload&#187; ose &#171;conda install pyston_lite_autoload -c pyston&#187;. Jan\u00eb ofruar dy paketa: pyston_lite (p\u00ebrs\u00ebrit\u00ebs JIT) dhe pyston_lite_autoload (b\u00ebn automatizimin e fiksimit JIT gjat\u00eb fillimit t\u00eb procesit Python). \u00cbsht\u00eb e mundur gjithashtu t\u00eb menaxhohet programatikisht aktivizimi i JIT nga aplikacioni pa instaluar modul\u00ebn autoload, duke p\u00ebrdorur funksionin pyston_lite.enable().    <\/p>\n<p>P\u00ebr m\u00eb tep\u00ebr, zhvilluesit njoftuan se tani e konsiderojn\u00eb Pyston-lite si produktin e tyre kryesor. Pyston standard ofron performanc\u00eb m\u00eb t\u00eb lart\u00eb, por p\u00ebrdorimi i tij \u00ebsht\u00eb i v\u00ebshtir\u00eb p\u00ebr shkak t\u00eb nevoj\u00ebs p\u00ebr t\u00eb ndryshuar interpretuesin, nd\u00ebrsa Pyston-lite integrohet leht\u00ebsisht n\u00eb konfigurimet ekzistuese. Optimizimet specifike q\u00eb ishin prezente n\u00eb Pyston do t\u00eb transferohen n\u00eb CPython sa m\u00eb shum\u00eb t\u00eb jet\u00eb e mundur. N\u00eb nj\u00eb perspektiv\u00eb afatgjat\u00eb, ka d\u00ebshir\u00eb p\u00ebr t\u00eb transferuar realizimin e JIT-kompilatorit n\u00eb CPython.    <\/p>\n<p>N\u00eb k\u00ebt\u00eb form\u00eb, krahasuar me CPython 3.8, p\u00ebrdorimi i Pyston-lite lejon nj\u00eb rritje t\u00eb performanc\u00ebs prej 10% n\u00eb testet macrobenchmarks dhe 28% n\u00eb testin pyperformance. P\u00ebr krahasim, rritja e performanc\u00ebs kur p\u00ebrdoret Pyston i ve\u00e7ant\u00eb \u00ebsht\u00eb 28% dhe 65% p\u00ebrkat\u00ebsisht.     <\/p>\n<p>N\u00eb versionin e ardhsh\u00ebm t\u00eb projektit kryesor CPython 3.11 jan\u00eb b\u00ebr\u00eb ndryshime t\u00eb lidhura me caching t\u00eb gjendjes s\u00eb kodit t\u00eb bajt\u00ebve, p\u00ebrshpejtimin e thirrjeve t\u00eb funksioneve dhe p\u00ebrdorimin e interpretuesve t\u00eb shpejt\u00eb p\u00ebr operacione tipike, si dhe jan\u00eb transferuar disa optimizime t\u00eb p\u00ebrgatitura nga projektet Cinder dhe HotPy. Si rezultat, CPython 3.11rc2 n\u00eb testet e p\u00ebrmendura m\u00eb sip\u00ebr ka nj\u00eb rritje t\u00eb performanc\u00ebs prej 12% dhe 26%, q\u00eb \u00ebsht\u00eb e krahasueshme me rezultatet e Pyston-lite (n\u00eb CPython t\u00eb ri dhe Pyston-lite jan\u00eb aplikuar optimizime t\u00eb ndryshme, portimi i Pyston-lite p\u00ebr CPython 3.11 do t\u00eb lejoj\u00eb q\u00eb performanca e k\u00ebsaj dege t\u00eb rritet m\u00eb tej).<br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=57860\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0414\u043e\u0441\u0442\u0443\u043f\u0435\u043d \u043d\u043e\u0432\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f Pyston-lite, \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u044e\u0449\u0435\u0433\u043e JIT-\u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0442\u043e\u0440 \u0434\u043b\u044f CPython. \u0412 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 Pyston, \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0435\u043c\u043e\u0433\u043e \u043e\u0431\u043e\u0441\u043e\u0431\u043b\u0435\u043d\u043d\u043e \u043a\u0430\u043a \u043e\u0442\u0432\u0435\u0442\u0432\u043b\u0435\u043d\u0438\u0435 \u043e\u0442 \u043a\u043e\u0434\u043e\u0432\u043e\u0439 \u0431\u0430\u0437\u044b CPython, Pyston-lite \u043e\u0444\u043e\u0440\u043c\u043b\u0435\u043d \u0432 \u0432\u0438\u0434\u0435 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f, \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u043e\u0433\u043e \u0434\u043b\u044f \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u043a \u0448\u0442\u0430\u0442\u043d\u043e\u043c\u0443 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0442\u043e\u0440\u0443 Python (CPython). \u041d\u043e\u0432\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u043f\u0440\u0438\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u0435\u043d \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u0435\u043c \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u0432\u0435\u0442\u043e\u043a Python 3.7, 3.9 \u0438 3.10, \u043f\u043e\u043c\u0438\u043c\u043e \u0440\u0430\u043d\u0435\u0435 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u043e\u0439 \u0432\u0435\u0442\u043a\u0438 3.8. Pyston-lite \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c [&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-105239","post","type-post","status-publish","format-standard","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0414\u043e\u0441\u0442\u0443\u043f\u0435\u043d \u043d\u043e\u0432\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f Pyston-lite, \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u044e\u0449\u0435\u0433\u043e JIT-\u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0442\u043e\u0440 \u0434\u043b\u044f CPython. \u0412 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 Pyston, \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0435\u043c\u043e\u0433\u043e \u043e\u0431\u043e\u0441\u043e\u0431\u043b\u0435\u043d\u043d\u043e \u043a\u0430\u043a \u043e\u0442\u0432\u0435\u0442\u0432\u043b\u0435\u043d\u0438\u0435 \u043e\u0442 \u043a\u043e\u0434\u043e\u0432\u043e\u0439 \u0431\u0430\u0437\u044b CPython, Pyston-lite \u043e\u0444\u043e\u0440\u043c\u043b\u0435\u043d \u0432 \u0432\u0438\u0434\u0435 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f, \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u043e\u0433\u043e \u0434\u043b\u044f \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u043a \u0448\u0442\u0430\u0442\u043d\u043e\u043c\u0443 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0442\u043e\u0440\u0443 Python (CPython). \u041d\u043e\u0432\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u043f\u0440\u0438\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u0435\u043d \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u0435\u043c \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u0432\u0435\u0442\u043e\u043a Python 3.7, 3.9 \u0438 3.10, \u043f\u043e\u043c\u0438\u043c\u043e \u0440\u0430\u043d\u0435\u0435 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u043e\u0439 \u0432\u0435\u0442\u043a\u0438 3.8. Pyston-lite \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/v-jit-kompilyatore-pyston-lite-realizovana-podderzhka-python-3-10\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.0.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"sq_AL\" \/>\n\t\t<meta property=\"og:site_name\" content=\"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\ud83e\udd47\u0412 JIT-\u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0442\u043e\u0440\u0435 Pyston-lite \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u0430 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 Python 3.10 | ProHoster\" \/>\n\t\t<meta property=\"og:description\" content=\"\u0414\u043e\u0441\u0442\u0443\u043f\u0435\u043d \u043d\u043e\u0432\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f Pyston-lite, \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u044e\u0449\u0435\u0433\u043e JIT-\u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0442\u043e\u0440 \u0434\u043b\u044f CPython. \u0412 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 Pyston, \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0435\u043c\u043e\u0433\u043e \u043e\u0431\u043e\u0441\u043e\u0431\u043b\u0435\u043d\u043d\u043e \u043a\u0430\u043a \u043e\u0442\u0432\u0435\u0442\u0432\u043b\u0435\u043d\u0438\u0435 \u043e\u0442 \u043a\u043e\u0434\u043e\u0432\u043e\u0439 \u0431\u0430\u0437\u044b CPython, Pyston-lite \u043e\u0444\u043e\u0440\u043c\u043b\u0435\u043d \u0432 \u0432\u0438\u0434\u0435 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f, \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u043e\u0433\u043e \u0434\u043b\u044f \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u043a \u0448\u0442\u0430\u0442\u043d\u043e\u043c\u0443 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0442\u043e\u0440\u0443 Python (CPython). \u041d\u043e\u0432\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u043f\u0440\u0438\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u0435\u043d \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u0435\u043c \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u0432\u0435\u0442\u043e\u043a Python 3.7, 3.9 \u0438 3.10, \u043f\u043e\u043c\u0438\u043c\u043e \u0440\u0430\u043d\u0435\u0435 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u043e\u0439 \u0432\u0435\u0442\u043a\u0438 3.8. Pyston-lite \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/v-jit-kompilyatore-pyston-lite-realizovana-podderzhka-python-3-10\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"350\" \/>\n\t\t<meta property=\"og:image:height\" content=\"350\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2022-10-02T13:36:48+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2022-10-02T13:36:48+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\ud83e\udd47N\u00eb JIT-kompiluesin Pyston-lite \u00ebsht\u00eb realizuar mb\u00ebshtetje p\u00ebr Python 3.10 | ProHoster","description":"Nj\u00eb version i ri i zgjatjes Pyston-lite \u00ebsht\u00eb i disponuesh\u00ebm, i cili implementon nj\u00eb JIT-kompilues p\u00ebr CPython. Ndryshe nga projekti Pyston, i zhvilluar si nj\u00eb deg\u00eb e ve\u00e7ant\u00eb nga baza e kodit CPython, Pyston-lite \u00ebsht\u00eb formuar si nj\u00eb zgjatje universale e destinuar p\u00ebr t'u lidhur me interpretuesin standard t\u00eb Python (CPython). Versioni i ri shquhet p\u00ebr mb\u00ebshtetje p\u00ebr deg\u00ebt Python 3.7, 3.9 dhe 3.10, p\u00ebrve\u00e7 deg\u00ebs 3.8, e cila mb\u00ebshtetet m\u00eb par\u00eb. Pyston-lite lejon p\u00ebrdorimin","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/v-jit-kompilyatore-pyston-lite-realizovana-podderzhka-python-3-10","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sq_AL","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u0412 JIT-\u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0442\u043e\u0440\u0435 Pyston-lite \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u0430 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 Python 3.10 | ProHoster","og:description":"\u0414\u043e\u0441\u0442\u0443\u043f\u0435\u043d \u043d\u043e\u0432\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f Pyston-lite, \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u044e\u0449\u0435\u0433\u043e JIT-\u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0442\u043e\u0440 \u0434\u043b\u044f CPython. \u0412 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 Pyston, \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0435\u043c\u043e\u0433\u043e \u043e\u0431\u043e\u0441\u043e\u0431\u043b\u0435\u043d\u043d\u043e \u043a\u0430\u043a \u043e\u0442\u0432\u0435\u0442\u0432\u043b\u0435\u043d\u0438\u0435 \u043e\u0442 \u043a\u043e\u0434\u043e\u0432\u043e\u0439 \u0431\u0430\u0437\u044b CPython, Pyston-lite \u043e\u0444\u043e\u0440\u043c\u043b\u0435\u043d \u0432 \u0432\u0438\u0434\u0435 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f, \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u043e\u0433\u043e \u0434\u043b\u044f \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u043a \u0448\u0442\u0430\u0442\u043d\u043e\u043c\u0443 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0442\u043e\u0440\u0443 Python (CPython). \u041d\u043e\u0432\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u043f\u0440\u0438\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u0435\u043d \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u0435\u043c \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u0432\u0435\u0442\u043e\u043a Python 3.7, 3.9 \u0438 3.10, \u043f\u043e\u043c\u0438\u043c\u043e \u0440\u0430\u043d\u0435\u0435 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u043e\u0439 \u0432\u0435\u0442\u043a\u0438 3.8. 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