{"id":36881,"date":"2019-10-31T22:14:28","date_gmt":"2019-10-31T19:14:28","guid":{"rendered":"https:\/\/prohoster.info\/blog\/deepcode-najdyot-oshibki-v-ishodnom-kode-po-pri-pomoshhi-ii\/"},"modified":"2019-10-31T22:14:28","modified_gmt":"2019-10-31T19:14:28","slug":"deepcode-najdyot-oshibki-v-ishodnom-kode-po-pri-pomoshhi-ii","status":"publish","type":"post","link":"https:\/\/prohoster.info\/hu\/blog\/news\/deepcode-najdyot-oshibki-v-ishodnom-kode-po-pri-pomoshhi-ii","title":{"rendered":"A DeepCode mesters\u00e9ges intelligencia seg\u00edts\u00e9g\u00e9vel fogja megtal\u00e1lni a szoftver forr\u00e1sk\u00f3dj\u00e1ban lev\u0151 hib\u00e1kat.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Ma m\u00e1r a sv\u00e1jci startup DeepCode<\/a><\/noindex>, amely mesters\u00e9ges intelligenci\u00e1t \u00e9s g\u00e9pi tanul\u00e1st haszn\u00e1l a programk\u00f3dok elemz\u00e9s\u00e9nek automatiz\u00e1l\u00e1s\u00e1ra, 4 milli\u00f3 doll\u00e1ros befektet\u00e9st jelentett be az Earlybird, 3VC \u00e9s Btov Partners kock\u00e1zati t\u0151kealapokt\u00f3l. A c\u00e9g az eszk\u00f6z\u00f6ket a szolg\u00e1ltat\u00e1sa \u00faj programoz\u00e1si nyelvek t\u00e1mogat\u00e1s\u00e1nak bevezet\u00e9s\u00e9re, valamint a term\u00e9k glob\u00e1lis IT-piacon val\u00f3 marketingj\u00e9re k\u00edv\u00e1nja felhaszn\u00e1lni.<\/p>\n

\"A<\/p>\n

A k\u00f3danal\u00edzis sz\u00fcks\u00e9ges a hib\u00e1k, potenci\u00e1lis sebezhet\u0151s\u00e9gek, a form\u00e1z\u00e1sra vonatkoz\u00f3 \u00e1ltal\u00e1nosan elfogadott st\u00edlus megs\u00e9rt\u00e9se \u00e9s m\u00e9g sok m\u00e1s korai \u00e9szlel\u00e9s\u00e9hez a szoftverfejleszt\u00e9s sor\u00e1n, miel\u0151tt a k\u00f3dot b\u00e1rhol is felhaszn\u00e1lj\u00e1k. Ez a folyamat \u00e1ltal\u00e1ban p\u00e1rhuzamosan zajlik az \u00faj k\u00f3d fejleszt\u00e9s\u00e9vel, \u00e9s k\u00f6zvetlen\u00fcl azut\u00e1n, hogy az befejez\u0151d\u00f6tt, megel\u0151zve a t\u00e9nyleges tesztel\u00e9si szakaszt. \u201eA szoftvertesztel\u00e9s k\u00edv\u00fclr\u0151l n\u00e9zi a k\u00f3dot, de a k\u00f3danal\u00edzis lehet\u0151v\u00e9 teszi, hogy bel\u00fclr\u0151l pillantsunk r\u00e1\u201d \u2013 magyar\u00e1zza a DeepCode alap\u00edt\u00f3ja \u00e9s vez\u00e9rigazgat\u00f3ja, Boris Paskalev a VentureBeat foly\u00f3iratnak adott interj\u00faj\u00e1ban.<\/p>\n

Leggyakrabban a k\u00f3d ellen\u0151rz\u00e9se azt v\u00e9gz\u0151k \u00e9s koll\u00e9g\u00e1k, valamint menedzserek egy\u00fcttm\u0171k\u00f6d\u00e9s\u00e9vel t\u00f6rt\u00e9nik, a nyilv\u00e1nval\u00f3 hib\u00e1k felder\u00edt\u00e9se \u00e9rdek\u00e9ben, miel\u0151tt tov\u00e1bbl\u00e9pn\u00e9nek a fejleszt\u00e9s k\u00f6vetkez\u0151 szakaszaiba. Min\u00e9l nagyobb a projekt, ann\u00e1l t\u00f6bb k\u00f3dsort kell ellen\u0151rizni, ami jelent\u0151s id\u0151t vesz ig\u00e9nybe a programoz\u00f3k r\u00e9sz\u00e9r\u0151l. Azok az eszk\u00f6z\u00f6k, amelyeknek ezt a folyamatot fel kellene gyors\u00edtaniuk, m\u00e1r r\u00e9gen l\u00e9teznek, p\u00e9ld\u00e1ul statikus k\u00f3danaliz\u00e1torok, mint a Coverity \u00e9s a PVS-Studio, de ezek \u00e1ltal\u00e1ban korl\u00e1tozottak, mivel \u201ekellemetlen \u00e9s ism\u00e9tl\u0151d\u0151 st\u00edlusbeli probl\u00e9m\u00e1kra, form\u00e1z\u00e1sra \u00e9s kisebb logikai hib\u00e1kra\u201d \u00f6sszpontos\u00edtanak \u2013 magyar\u00e1zza Paskalev.<\/p>\n

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A DeepCode viszont sz\u00e9lesebb probl\u00e9mak\u00f6rt \u00f6lel fel, p\u00e9ld\u00e1ul a weboldal k\u00f6z\u00f6tti szkriptek (XSS) \u00e9s az SQL-befecskendez\u00e9sek lehet\u0151s\u00e9geit \u00e9szlelve, mivel az algoritmusai nem csup\u00e1n mint\u00e1kk\u00e9nt elemzik a k\u00f3dot, hanem a program \u00e1ltal v\u00e9gzett munka jelent\u00e9s\u00e9t \u00e9s c\u00e9lj\u00e1t is megpr\u00f3b\u00e1lj\u00e1k meg\u00e9rteni. Ennek alapja egy g\u00e9pi tanul\u00e1sra \u00e9p\u00fcl\u0151 rendszer, amely milli\u00e1rdnyi k\u00f3ddug\u00e1t tanulm\u00e1nyoz az open-source projektekb\u0151l. A DeepCode a k\u00f3d kor\u00e1bbi verzi\u00f3it \u00e9s azok k\u00e9s\u0151bbi v\u00e1ltoz\u00e1sait elemzi, hogy felt\u00e9rk\u00e9pezze, milyen hib\u00e1kat \u00e9szleltek \u00e9s hogyan jav\u00edtott\u00e1k azokat a tapasztalt fejleszt\u0151k, majd hasonl\u00f3 megold\u00e1sokat javasol a felhaszn\u00e1l\u00f3knak. Ezen t\u00fal a rendszer hagyom\u00e1nyos el\u0151rejelz\u0151 algoritmusokat is haszn\u00e1l, hogy felt\u00e9rk\u00e9pezze a fent eml\u00edtett statikus elemz\u0151k \u00e1ltal eml\u00edtett lehets\u00e9ges probl\u00e9m\u00e1kat.<\/p>\n

Az egyik kulcsk\u00e9rd\u00e9s a DeepCode haszn\u00e1latakor: mennyire megb\u00edzhat\u00f3 az automatikus k\u00f3dellen\u0151rz\u00e9s? A 100%-n\u00e1l alacsonyabb elemz\u00e9si pontoss\u00e1g azt jelenti, hogy a fejleszt\u0151knek \u00edgy is manu\u00e1lisan kell elemezni\u00fck a k\u00f3djukat. Ebben az esetben mennyi id\u0151t takar\u00edtanak meg val\u00f3j\u00e1ban az automatiz\u00e1l\u00f3 eszk\u00f6z\u00f6k haszn\u00e1lat\u00e1val? Pascalov szavai szerint a DeepCode k\u00f6r\u00fclbel\u00fcl 50%-os id\u0151megtakar\u00edt\u00e1st jelent a fejleszt\u0151k sz\u00e1m\u00e1ra a jelenlegi hib\u00e1k saj\u00e1t maguk \u00e1ltali keres\u00e9s\u00e9hez k\u00e9pest, ami el\u00e9g jelent\u0151s sz\u00e1m.<\/p>\n

A fejleszt\u0151k \u00f6sszekapcsolhatj\u00e1k a DeepCode-ot GitHub vagy Bitbucket fi\u00f3kjukkal, a rendszer t\u00e1mogatja a helyi GitLab konfigur\u00e1ci\u00f3kat is. Tov\u00e1bb\u00e1 a projekthez van egy speci\u00e1lis API, amely lehet\u0151v\u00e9 teszi a fejleszt\u0151k sz\u00e1m\u00e1ra a DeepCode integr\u00e1l\u00e1s\u00e1t a saj\u00e1t fejleszt\u00e9si rendszereikbe. Miut\u00e1n csatlakozott a t\u00e1rol\u00f3hoz, a DeepCode minden k\u00f3dv\u00e1ltoz\u00e1st elemez \u00e9s jelzi a potenci\u00e1lis probl\u00e9m\u00e1kat.<\/p>\n

\"A<\/p>\n

\u201eAz \u00e1tlagos fejleszt\u0151k k\u00f6r\u00fclbel\u00fcl 30%-ot t\u00f6ltenek hib\u00e1k keres\u00e9s\u00e9vel \u00e9s jav\u00edt\u00e1s\u00e1val, de a DeepCode most m\u00e1r ennek a fel\u00e9nek az id\u0151t takar\u00edthatja meg, a j\u00f6v\u0151ben pedig m\u00e9g t\u00f6bbet\u201d \u2013 \u00e1ll\u00edtja Boris. \u201eMivel a DeepCode k\u00f6zvetlen\u00fcl a glob\u00e1lis fejleszt\u0151i k\u00f6z\u00f6ss\u00e9gt\u0151l tanul, k\u00e9pes t\u00f6bb probl\u00e9m\u00e1t felfedezni, mint amit valaha is egyetlen ember vagy egy eg\u00e9sz csoport k\u00e9pes lenne \u00e9szlelni.\u201d<\/p>\n

A mai befektet\u00e9si h\u00edrek mellett a DeepCode bejelentette \u00faj term\u00e9kpolitik\u00e1j\u00e1t is. Eddig a DeepCode csak ny\u00edlt forr\u00e1sk\u00f3d\u00fa szoftverfejleszt\u00e9si projektekhez volt ingyenes. Mostant\u00f3l viszont ingyenesen haszn\u00e1lhat\u00f3 b\u00e1rmilyen oktat\u00e1si c\u00e9lra, s\u0151t, ak\u00e1r azon kereskedelmi c\u00e9gek sz\u00e1m\u00e1ra is, amelyeknek kevesebb mint 30 fejleszt\u0151j\u00fck van. Nyilv\u00e1nval\u00f3, hogy ezzel a l\u00e9p\u00e9ssel a DeepCode alkot\u00f3i szeretn\u00e9k n\u00e9pszer\u0171bb\u00e9 tenni term\u00e9k\u00fcket a kis csapatok k\u00f6r\u00e9ben. Tov\u00e1bb\u00e1 a DeepCode havonta 20 doll\u00e1rt k\u00e9r fejleszt\u0151nk\u00e9nt a felh\u0151alap\u00fa megold\u00e1s telep\u00edt\u00e9se eset\u00e9n, \u00e9s 50 doll\u00e1rt a helyi t\u00e1mogat\u00e1s\u00e9rt.<\/p>\n

A DeepCode csapata kor\u00e1bban m\u00e1r kapott 1 milli\u00f3 doll\u00e1rnyi befektet\u00e9st. Tov\u00e1bbi 4 milli\u00f3val a zseb\u00e9ben a c\u00e9g bejelentette, hogy tervezi kiterjeszteni a t\u00e1mogatott programoz\u00e1si nyelvek k\u00f6r\u00e9t, t\u00f6bbek k\u00f6z\u00f6tt a Java, JavaScript \u00e9s Python mellett C#, PHP \u00e9s C\/C++ t\u00e1mogat\u00e1s\u00e1nak hozz\u00e1ad\u00e1s\u00e1val. Meger\u0151s\u00edtett\u00e9k azt is, hogy saj\u00e1t integr\u00e1lt fejleszt\u00e9si k\u00f6rnyezeten dolgoznak.<\/p>\n

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Forr\u00e1s: 3dnews.ru<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

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\u00e9s g\u00e9pi tanul\u00e1st haszn\u00e1l a programk\u00f3d automatikus elemz\u00e9s\u00e9re.","canonical_url":"https:\/\/prohoster.info\/hu\/blog\/news\/deepcode-najdyot-oshibki-v-ishodnom-kode-po-pri-pomoshhi-ii","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"hu_HU","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\udd47DeepCode \u043d\u0430\u0439\u0434\u0451\u0442 \u043e\u0448\u0438\u0431\u043a\u0438 \u0432 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u043c \u043a\u043e\u0434\u0435 \u041f\u041e \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 \u0418\u0418 | 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