{"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\/et\/blog\/novosti-interneta\/deepcode-najdyot-oshibki-v-ishodnom-kode-po-pri-pomoshhi-ii","title":{"rendered":"DeepCode tuvastab tarkvara l\u00e4htekoodis vigu tehisintellekti abil","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

T\u00e4na kuulutas \u0160veitsi startup DeepCode<\/a><\/noindex>, mis kasutab tehisintellekti ja masin\u00f5pet tarkvara koodi anal\u00fc\u00fcsi automatiseerimiseks, on saanud 4 miljoni dollari suuruse investeeringu riskikapitalifondidelt Earlybird, 3VC ja Btov Partners. Ettev\u00f5te kavatseb neid vahendeid kasutada uute programmeerimiskeelte toe juurutamiseks oma teenuses ning toote turunduseks globaalsetel IT-turgudel.<\/p>\n

\"DeepCode<\/p>\n

Koodi anal\u00fc\u00fcsimine on vajalik vigade, v\u00f5imalike haavatavuste, \u00fcldiselt aktsepteeritud vormindamisstiili rikkumiste ja muu avastamiseks tarkvaraarenduse varases etapis, enne kui koodit kasutatakse. Tavaliselt viiakse see protseduur l\u00e4bi uue koodi arendamise k\u00f5rval ja kohe p\u00e4rast selle valmimist, eelnevalt testimise etapile. \"Tarkvara testimine vaatleb koodi v\u00e4ljastpoolt, aga koodi anal\u00fc\u00fcs v\u00f5imaldab teil vaadata seda seestpoolt,\" selgitab DeepCode'i kaasasutaja ja tegevjuht Boris Paskalev v\u00e4ljaandele VentureBeat antud intervjuus.<\/p>\n

Koodi kontrollimist teevad k\u00f5ige sagedamini selle autorid koos kolleegide ja juhtidega, et tuvastada ilmseid vigu, enne kui liikuda j\u00e4rgmistele arendusetappidele. Ja mida suurem on projekt, seda rohkem koodiridasid tuleb l\u00e4bi vaadata, mis v\u00f5tab arendajate jaoks m\u00e4rkimisv\u00e4\u00e4rselt aega. T\u00f6\u00f6riistad, mis peaksid seda protsessi kiirendama, on juba ammu olemas, nagu n\u00e4iteks staatilised koodianal\u00fcsaatorid, n\u00e4iteks Coverity ja PVS-Studio, kuid nad on tavaliselt oma v\u00f5imalustes piiratud, kuna keskenduvad \"\u00e4rritavatele ja korduvatele stiiliprobleemidele, vormindusele ja v\u00e4ikestele loogilistele vigadele,\" selgitab Paskalev.<\/p>\n

<\/center><\/p>\n

DeepCode katab k\u00f5rgeimat taset probleemide tuvastamisel, tuvastades n\u00e4iteks sellised haavatavused nagu veebirakenduste skriptimise v\u00f5imalused ja SQL-i sisestamise r\u00fcnnakud. Selle algoritmid ei anal\u00fc\u00fcsi koodi lihtsalt s\u00fcmbolite kogumina, vaid p\u00fc\u00fcavad m\u00f5ista kirjutatud programmi t\u00e4hendust ja eesm\u00e4rke. Selle aluseks on masin\u00f5ppe s\u00fcsteem, mis kasutab oma \u00f5petamiseks miljardeid koodiridasid avatud koodiga projektidest. DeepCode anal\u00fc\u00fcsib varasemaid koodiversioone ja hilisemaid muudatusi, et uurida, milliseid vigu ja kuidas reaalsed programmeerijad oma t\u00f6\u00f6s parandasid, ning siis soovitada sarnaseid lahendusi oma kasutajatele. Lisaks kasutab s\u00fcsteem ka traditsioonilisi prognoosimisalgoritme, et leida v\u00f5imalikke probleeme koodis, sarnaseid eespool mainitud staatiliste anal\u00fcsaatoritega.<\/p>\n

\u00dcks peamisi k\u00fcsimusi DeepCode'i kasutamisel on see, kui usaldusv\u00e4\u00e4rne on automaatne koodikontroll? Madalam kui 100% t\u00e4psus anal\u00fc\u00fcsib t\u00e4hendab, et arendajad peavad ikkagi oma koodi k\u00e4sitsi l\u00e4bi vaatama. Kui palju aega vabastab selliste t\u00f6\u00f6riistade kasutamine tegelikult? Pascale'i s\u00f5nul suudab DeepCode arendajate aega umbes 50% v\u00f5rra kokku hoida, mida nad praegu veedavad vigade leidmiseks ise, mis on korralik number.<\/p>\n

Arendajad saavad DeepCode'i \u00fchenduda oma GitHubi v\u00f5i Bitbucket'i kontodega, ja t\u00f6\u00f6riist toetab ka kohalikke GitLabi konfiguratsioone. Lisaks on projektis eriline API, mis v\u00f5imaldab arendajatel integreerida DeepCode oma arenduss\u00fcsteemidesse. P\u00e4rast \u00fchendamist hoidlaga hakkab DeepCode anal\u00fc\u00fcsima iga koodimuudatust ja m\u00e4rkima potentsiaalseid probleeme.<\/p>\n

\"DeepCode<\/p>\n

\"Keskmiselt kulutavad arendajad umbes 30% oma ajast vigade leidmiseks ja parandamiseks, kuid DeepCode suudab juba praegu s\u00e4\u00e4sta sellest ajast poole, ja tulevikus veelgi rohkem,\" kinnitab Boris. \"Kuna DeepCode \u00f5pib otse maailma arendajate kogukonnalt, suudab ta avastada rohkem probleeme, kui kunagi varem oleks suutnud leida \u00fcksik inimene v\u00f5i terve rikka retsensentide grupp.\"<\/p>\n

T\u00e4n\u00e4\u00e4n ilmoitettujen investointiuutisten lis\u00e4ksi DeepCode julkisti my\u00f6s uuden arvokkaan tuotepolitiikan. Aikaisemmin DeepCode oli ilmainen vain avoimen l\u00e4hdekoodin ohjelmistokehitysprojekteille. Nyt se on ilmainen k\u00e4ytett\u00e4v\u00e4ksi mihin tahansa koulutustarkoitukseen ja jopa kaupallisille yrityksille, joilla on alle 30 kehitt\u00e4j\u00e4\u00e4. On selv\u00e4\u00e4, ett\u00e4 t\u00e4m\u00e4 askel tekee DeepCode-tuotteen suositummaksi pieniss\u00e4 tiimeiss\u00e4. Lis\u00e4ksi DeepCode veloittaa 20 dollaria kehitt\u00e4j\u00e4lt\u00e4 kuukaudessa pilviratkaisun k\u00e4ytt\u00f6\u00f6notosta ja 50 dollaria kehitt\u00e4j\u00e4lt\u00e4 paikallisesta tuesta.<\/p>\n

Varem sai DeepCode meeskond 1 miljon dollarit investeeringut. Omades veel 4 miljonit, teatas ettev\u00f5te, et kavatseb laiendada toetatud programmeerimiskeeli, lisades Java, JavaScripti ja Pythoni k\u00f5rval ka C#, PHP ja C\/C++ toe. Nad kinnitasid, et t\u00f6\u00f6tavad ka oma integreeritud arenduskeskkonna kallal.<\/p>\n

<\/p>\n

<\/center><\/p>\n

\t\t\t\t


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

\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u0448\u0432\u0435\u0439\u0446\u0430\u0440\u0441\u043a\u0438\u0439 \u0441\u0442\u0430\u0440\u0442\u0430\u043f DeepCode, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0439 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430, \u043e\u0431\u044a\u044f\u0432\u0438\u043b \u043e \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0438 \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0446\u0438\u0439 \u0432 \u0440\u0430\u0437\u043c\u0435\u0440\u0435 4 \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u043e\u0432 \u0434\u043e\u043b\u043b\u0430\u0440\u043e\u0432 \u043e\u0442 \u0432\u0435\u043d\u0447\u0443\u0440\u043d\u044b\u0445 \u0444\u043e\u043d\u0434\u043e\u0432 Earlybird, 3VC \u0438 Btov Partners. \u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u0435\u0442 \u043f\u043e\u0442\u0440\u0430\u0442\u0438\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0430 \u0434\u043b\u044f \u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0438\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u0432 \u0441\u0432\u043e\u0439 \u0441\u0435\u0440\u0432\u0438\u0441 \u043d\u043e\u0432\u044b\u0445 \u044f\u0437\u044b\u043a\u043e\u0432 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0430 \u043d\u0430 \u0433\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u043e\u043c \u0418\u0422-\u0440\u044b\u043d\u043a\u0435. \u0410\u043d\u0430\u043b\u0438\u0437 \u043a\u043e\u0434\u0430 […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":27631,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-36881","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\udd47DeepCode leiab tarkvarakoodi vigu tehisintellekti abil | ProHoster","description":"T\u00e4na teatas \u0160veitsi startup DeepCode, mis kasutab tehisintellekti ja masin\u00f5pet programmikoodi anal\u00fc\u00fcsi automatiseerimiseks, 4 miljoni dollari suurusest investeeringust riskikapitalifondidelt Earlybird, 3VC ja Btov Partners. Ettev\u00f5te plaanib kasutada neid vahendeid, et tuua oma teenusesse uusi programmeerimiskeelte ja turustada toodet globaalsetel IT-turgudel. Koodi anal\u00fc\u00fcs","canonical_url":"https:\/\/prohoster.info\/et\/blog\/novosti-interneta\/deepcode-najdyot-oshibki-v-ishodnom-kode-po-pri-pomoshhi-ii","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"et_EE","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 | ProHoster","og:description":"\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u0448\u0432\u0435\u0439\u0446\u0430\u0440\u0441\u043a\u0438\u0439 \u0441\u0442\u0430\u0440\u0442\u0430\u043f DeepCode, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0439 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430, \u043e\u0431\u044a\u044f\u0432\u0438\u043b \u043e \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0438 \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0446\u0438\u0439 \u0432 \u0440\u0430\u0437\u043c\u0435\u0440\u0435 4 \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u043e\u0432 \u0434\u043e\u043b\u043b\u0430\u0440\u043e\u0432 \u043e\u0442 \u0432\u0435\u043d\u0447\u0443\u0440\u043d\u044b\u0445 \u0444\u043e\u043d\u0434\u043e\u0432 Earlybird, 3VC \u0438 Btov Partners. \u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u0435\u0442 \u043f\u043e\u0442\u0440\u0430\u0442\u0438\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0430 \u0434\u043b\u044f \u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0438\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u0432 \u0441\u0432\u043e\u0439 \u0441\u0435\u0440\u0432\u0438\u0441 \u043d\u043e\u0432\u044b\u0445 \u044f\u0437\u044b\u043a\u043e\u0432 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0430 \u043d\u0430 \u0433\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u043e\u043c \u0418\u0422-\u0440\u044b\u043d\u043a\u0435. \u0410\u043d\u0430\u043b\u0438\u0437 \u043a\u043e\u0434\u0430","og:url":"https:\/\/prohoster.info\/et\/blog\/novosti-interneta\/deepcode-najdyot-oshibki-v-ishodnom-kode-po-pri-pomoshhi-ii","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2019-10-31T19:14:28+00:00","article:modified_time":"2019-10-31T19:14:28+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"36881","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2026-01-22 05:11:19","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-03-01 01:37:22","updated":"2026-01-22 05:11:19"},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/36881","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/comments?post=36881"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/36881\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/media\/27631"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/media?parent=36881"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/categories?post=36881"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/tags?post=36881"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}