{"id":144639,"date":"2025-10-10T11:11:59","date_gmt":"2025-10-10T09:12:04","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/oczenka-izmeneniya-proizvoditelnosti-cpython-za-poslednie-5-let"},"modified":"2025-10-10T11:11:59","modified_gmt":"2025-10-10T09:12:04","slug":"oczenka-izmeneniya-proizvoditelnosti-cpython-za-poslednie-5-let","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/oczenka-izmeneniya-proizvoditelnosti-cpython-za-poslednie-5-let","title":{"rendered":"Vler\u00ebsimi i ndryshimit t\u00eb performanc\u00ebs CPython n\u00eb pes\u00eb vitet e fundit","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Miguel Grinberg, autor i disa librave p\u00ebr kornizat Python SQLAlchemy dhe Flask, publikoi rezultatet e testeve t\u00eb performanc\u00ebs s\u00eb deg\u00ebve CPython nga 3.9 deri n\u00eb 3.14. P\u00ebrve\u00e7 k\u00ebsaj, jan\u00eb kryer teste t\u00eb ngjashme p\u00ebr Pypy 3.11 (implementimi i Python me kompilator JIT), Node.js 24 dhe Rust 1.90. P\u00ebr versionet CPython 3.13 dhe 3.14, gjithashtu jan\u00eb matur performanc\u00ebn duke aktivizuar komilatorin JIT dhe modin e nd\u00ebrtimit Free-threading pa bllokim global. <\/p>\n

P\u00ebr t\u00eb ndryshuar performanc\u00ebn, jan\u00eb p\u00ebrdorur skripte p\u00ebr llogaritjen e numrave Fibonacci (rikursi i thell\u00eb) dhe renditjen me\u6ce1 (bubble sort) t\u00eb numrave q\u00eb gjenerohen rast\u00ebsisht, duke u ekzekutuar n\u00eb modin nj\u00eb-fijor dhe me ndarje n\u00eb 4 fijera. Testet jan\u00eb kryer n\u00eb Ubuntu 24.04 n\u00eb nj\u00eb laptop me CPU Intel Core i5 dhe macOS Sequoia n\u00eb nj\u00eb laptop me SoC Apple M2. <\/p>\n

N\u00eb shumic\u00ebn e testeve, CPython 3.14 doli m\u00eb i shpejt\u00eb se dega 3.13 rreth 20%, megjithat\u00eb, n\u00eb disa teste, deg\u00ebt 3.11 dhe 3.12 ishin m\u00eb t\u00eb shpejt\u00eb se 3.13. Diferenca midis 3.14 dhe deg\u00ebve 3.9 dhe 3.10 ishte rreth dy her\u00eb. Pypy, Node.js dhe Rust e kaluan CPython 3.14 n\u00eb testin e par\u00eb me 4.93, 4.88 dhe 69.82 her\u00eb, nd\u00ebrsa n\u00eb testin e dyt\u00eb me 18.14, 6.64 dhe 36.15 her\u00eb, p\u00ebrkat\u00ebsisht (u krahasuan vet\u00ebm modet nj\u00eb-fijor).

\"Vler\u00ebsimi<\/center>
\"Vler\u00ebsimi<\/center>
\"Vler\u00ebsimi<\/center>
\"Vler\u00ebsimi<\/center> <\/p>\n

Modi pa bllokim global n\u00eb CPython 3.14 mund\u00ebsoi nj\u00eb p\u00ebrshpejtim t\u00eb dyfisht\u00eb t\u00eb ekzekutimit shum\u00eb-fijor. Aktivizimi i modit me JIT n\u00eb CPython nuk \u00e7oi n\u00eb nj\u00eb rritje t\u00eb konsiderueshme t\u00eb performanc\u00ebs, dhe n\u00eb testin e deg\u00ebs 3.14 n\u00eb macOS, madje ngadal\u00ebsoi ekzekutimin.

\"Vler\u00ebsimi<\/center>
\"Vler\u00ebsimi<\/center> <\/p>\n

N\u00eb testet nj\u00eb-fijor, moda pa bllokim global e ngadal\u00ebsoi ndjesh\u00ebm ekzekutimin e detyrave, nd\u00ebrsa moda me JIT nuk kishte ndikim t\u00eb duksh\u00ebm n\u00eb performanc\u00eb.

\"Vler\u00ebsimi<\/center>
\"Vler\u00ebsimi<\/center>
\n
Burimi: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u041c\u0438\u0433\u0435\u043b\u044c \u0413\u0440\u0438\u043d\u0431\u0435 (Miguel Grinberg), \u0430\u0432\u0442\u043e\u0440 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043a\u043d\u0438\u0433 \u043f\u043e Python-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430\u043c SQLAlchemy \u0438 Flask, \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0432\u0435\u0442\u043e\u043a CPython \u0441 3.9 \u043f\u043e 3.14. \u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u044b\u0435 \u0442\u0435\u0441\u0442\u044b \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u044b \u0434\u043b\u044f Pypy 3.11 (\u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f Python \u0441 JIT-\u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0442\u043e\u0440\u043e\u043c), Node.js 24 \u0438 Rust 1.90. \u0414\u043b\u044f \u0432\u044b\u043f\u0443\u0441\u043a\u043e\u0432 CPython 3.13 \u0438 3.14 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0438\u0437\u043c\u0435\u0440\u0435\u043d\u0430 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u0438 \u0432\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0438 JIT-\u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0442\u043e\u0440\u0430 \u0438 \u0440\u0435\u0436\u0438\u043c\u0430 \u0441\u0431\u043e\u0440\u043a\u0438 Free-threading \u0431\u0435\u0437 […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":144640,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-144639","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47Vler\u00ebsimi i ndryshimit t\u00eb performanc\u00ebs CPython gjat\u00eb 5 viteve t\u00eb fundit | ProHoster","description":"Miguel Grinberg, autor i disa librave p\u00ebr kornizat Python SQLAlchemy dhe Flask, publikoi rezultatet e testeve t\u00eb performanc\u00ebs s\u00eb deg\u00ebve CPython nga 3.9 deri n\u00eb 3.14. P\u00ebrve\u00e7 k\u00ebsaj, jan\u00eb kryer teste t\u00eb ngjashme p\u00ebr Pypy 3.11 (implementimi i Python me kompilator JIT), Node.js 24 dhe Rust 1.90. P\u00ebr versionet CPython 3.13 dhe 3.14, gjithashtu jan\u00eb matur performanc\u00ebn duke aktivizuar komilatorin JIT dhe modin e nd\u00ebrtimit Free-threading pa","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/oczenka-izmeneniya-proizvoditelnosti-cpython-za-poslednie-5-let","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\u041e\u0446\u0435\u043d\u043a\u0430 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 CPython \u0437\u0430 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0435 5 \u043b\u0435\u0442 | ProHoster","og:description":"\u041c\u0438\u0433\u0435\u043b\u044c \u0413\u0440\u0438\u043d\u0431\u0435 (Miguel Grinberg), \u0430\u0432\u0442\u043e\u0440 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043a\u043d\u0438\u0433 \u043f\u043e Python-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430\u043c SQLAlchemy \u0438 Flask, \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0432\u0435\u0442\u043e\u043a CPython \u0441 3.9 \u043f\u043e 3.14. 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