{"id":147635,"date":"2025-11-07T17:12:02","date_gmt":"2025-11-07T15:12:02","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/google-opublikoval-magika-1-0-instrumentarij-dlya-opredeleniya-tipa-soderzhimogo-fajlov"},"modified":"2026-02-26T20:20:26","modified_gmt":"2026-02-26T18:20:26","slug":"google-opublikoval-magika-1-0-instrumentarij-dlya-opredeleniya-tipa-soderzhimogo-fajlov","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/google-opublikoval-magika-1-0-instrumentarij-dlya-opredeleniya-tipa-soderzhimogo-fajlov","title":{"rendered":"Google publikoi Magika 1.0, nj\u00eb mjet p\u00ebr p\u00ebrcaktimin e llojit t\u00eb p\u00ebrmbajtjes s\u00eb skedar\u00ebve.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Kompania Google prezantoi lansimin e mjetit Magika 1.0, i destinuar p\u00ebr p\u00ebrcaktimin e llojit t\u00eb p\u00ebrmbajtjes n\u00eb baz\u00eb t\u00eb analiz\u00ebs s\u00eb t\u00eb dh\u00ebnave t\u00eb pranishme n\u00eb skedarin. Magika mund t\u00eb p\u00ebrcaktoj\u00eb sakt\u00eb gjuh\u00ebt e programimit, metodat e kompresimit, paketat instalimi, kodin ekzekutues, llojet e markup-it, formatet e z\u00ebrit, video, dokumenteve dhe imazheve q\u00eb p\u00ebrdoren n\u00eb p\u00ebrmbajtje. Mjetet e lidhura me projektin dhe modeli i gatsh\u00ebm i m\u00ebsimit t\u00eb makinerive shp\u00ebrndahen n\u00ebn licenc\u00ebn Apache 2.0. Nd\u00ebrfaqet jan\u00eb p\u00ebrgatitur p\u00ebr gjuh\u00ebt Rust, Python, JavaScript\/TypeScript dhe Go. <\/p>\n

Nga projektet e ngjashme q\u00eb p\u00ebrcaktojn\u00eb MIME-tipi n\u00eb baz\u00eb t\u00eb p\u00ebrmbajtjes, Magika dallon p\u00ebr aplikimin e metodave t\u00eb m\u00ebsimit t\u00eb makinerive, performanc\u00eb m\u00eb e lart\u00eb<\/a> dhe sakt\u00ebsis\u00eb s\u00eb p\u00ebrcaktimit. Modeli \u00ebsht\u00eb trajnuar duke p\u00ebrdorur korniz\u00ebn Keras mbi 100 milion shembuj skedujsh ( Madh\u00ebsia e grupit t\u00eb t\u00eb dh\u00ebnave \u00ebsht\u00eb m\u00eb shum\u00eb se 3 TB) dhe mb\u00ebshtet njohjen e 200 llojeve t\u00eb t\u00eb dh\u00ebnave me sakt\u00ebsi jo m\u00eb pak se 99%. Modeli \u00ebsht\u00eb kompozuar n\u00eb formatin ONNX dhe ka nj\u00eb madh\u00ebsi prej disa megabajt\u00ebsh. P\u00ebrdorimi i metodave t\u00eb thella t\u00eb m\u00ebsimit t\u00eb makinerive ka lejuar rritjen e sakt\u00ebsis\u00eb s\u00eb p\u00ebrcaktimit me 50% krahasuar me sistemin e m\u00ebparsh\u00ebm t\u00eb Google, i bazuar n\u00eb rregulla t\u00eb dh\u00ebna manualisht. <\/p>\n

N\u00eb Google, sistemi p\u00ebrdoret p\u00ebr t\u00eb klasifikuar skedar\u00ebt n\u00eb sh\u00ebrbimet Gmail, Drive, Code Insight dhe Safe Browsing gjat\u00eb kontrollit t\u00eb siguris\u00eb dhe p\u00ebrputhshm\u00ebris\u00eb me rregullat e sh\u00ebrbimeve. Integrare Magika \u00ebsht\u00eb siguruar n\u00eb platformat VirusTotal dhe abuse.ch si nj\u00eb lidhje p\u00ebr filtrimin p\u00ebr p\u00ebrzgjedhjen e skedar\u00ebve para se t\u00eb kryhen analizat specifike. Konfigurimi i Magika i vendosur n\u00eb infrastruktur\u00ebn e Google siguron skanimin e disa milion skedar\u00ebve n\u00eb sekond\u00eb dhe disa qindra miliard skedar\u00ebve n\u00eb jav\u00eb. Pas ngarkimit t\u00eb modelit, koha e formimit t\u00eb rezultatit \u00ebsht\u00eb 5 ms gjat\u00eb testimit n\u00eb nj\u00eb b\u00ebrtham\u00eb CPU. Koha e identifikimit pothuajse nuk varet nga madh\u00ebsia e skedarit. <\/p>\n

P\u00ebr t\u00eb integruar Magika n\u00eb projektet tuaja, jan\u00eb p\u00ebrgatitur nj\u00eb mjet komandash, pako p\u00ebr Python, Rust dhe Go, si dhe nj\u00eb bibliotek\u00eb JavaScript q\u00eb mund t\u00eb funksionoj\u00eb n\u00eb shfletues ose n\u00eb projekte t\u00eb bazuara n\u00eb Node.js. Nd\u00ebrfaqja e komand\u00ebs dhe API mb\u00ebshtesin ekzekutimin e operacioneve n\u00eb modin e paket\u00ebs, dmth. lejojn\u00eb t\u00eb kontrolloni disa skedar\u00eb me nj\u00eb k\u00ebrkes\u00eb. Ka nj\u00eb mod aktiv skanimi t\u00ebr\u00eb p\u00ebrmbajtjes s\u00eb dosjes dhe tri modet parashikuese p\u00ebr t\u00eb p\u00ebrshtatur q\u00ebndrueshm\u00ebrin\u00eb ndaj gabimeve (besim i lart\u00eb, besim mesatar dhe supozim optimal). <\/p>\n

Fillimisht, projekti u zhvillua n\u00eb gjuh\u00ebn Python, por gjat\u00eb p\u00ebrgatitjes s\u00eb versionit 1.0, motori p\u00ebr p\u00ebrcaktimin e llojeve t\u00eb p\u00ebrmbajtjes u rimodulua n\u00eb gjuh\u00ebn Rust, duke arritur k\u00ebshtu nj\u00eb performanc\u00eb m\u00eb t\u00eb lart\u00eb, nd\u00ebrsa ruajti nj\u00eb nivel t\u00eb duhur mbrojtjeje t\u00eb kodit. P\u00ebr realizimin e modelit t\u00eb m\u00ebsimit t\u00eb makineris\u00eb, u p\u00ebrdor korniza ONNX Runtime, dhe p\u00ebr procesimin e paralel t\u00eb k\u00ebrkesave - biblioteka Tokio. N\u00eb MacBook Pro (M4), performanca e motorit lejon t\u00eb p\u00ebrpunohen rreth 1000 skedar\u00eb n\u00eb sekond\u00eb. <\/p>\n

P\u00ebrve\u00e7 motorit t\u00eb ri, ndryshimet n\u00eb versionin 1.0 p\u00ebrfshijn\u00eb zgjerimin e numrit t\u00eb formateve t\u00eb mb\u00ebshtetura nga rreth 100 n\u00eb 200; shtimin e nj\u00eb klienti t\u00eb ri p\u00ebr komandat, i shkruar n\u00eb Rust; rritjen e sakt\u00ebsis\u00eb n\u00eb identifikimin e formateve t\u00eb tekstit, si skedar\u00ebt e konfigurimit dhe kodin; ristrukturimin e moduleve p\u00ebr Python dhe TypeScript p\u00ebr t\u00eb leht\u00ebsuar integrimin e tyre me projekte t\u00eb tjera. Mes formateve t\u00eb reja t\u00eb mb\u00ebshtetura p\u00ebr p\u00ebrmbajtjen: formate q\u00eb p\u00ebrdoren n\u00eb m\u00ebsimin e makin\u00eb dhe AI; gjuh\u00ebt e programimit Swift, Kotlin, TypeScript, Dart, Solidity (solidity), Web Assembly dhe Zig; p\u00ebrb\u00ebr\u00ebsit DevOps (Dockerfiles, TOML, HashiCorp, skedar\u00ebt e nd\u00ebrtimit Bazel dhe rregullat YARA); bazat e t\u00eb dh\u00ebnave SQLite; skedar\u00ebt AutoCAD (dwg, dxf), Adobe Photoshop (psd) dhe fontet (woff, woff2). \u00cbsht\u00eb p\u00ebrmir\u00ebsuar ndarja e kodit n\u00eb C++ dhe C, JavaScript dhe TypeScript.
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Burimi: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b\u0430 \u0440\u0435\u043b\u0438\u0437 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f Magika 1.0, \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u043e\u0433\u043e \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0442\u0438\u043f\u0430 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u043c\u043e\u0433\u043e \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0438\u043c\u0435\u044e\u0449\u0438\u0445\u0441\u044f \u0432 \u0444\u0430\u0439\u043b\u0435 \u0434\u0430\u043d\u043d\u044b\u0445. 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