{"id":91065,"date":"2020-08-08T01:42:18","date_gmt":"2020-08-07T23:42:18","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/staticheskij-analiz-ot-znakomstva-do-integraczii"},"modified":"2020-08-08T01:42:18","modified_gmt":"2020-08-07T23:42:18","slug":"staticheskij-analiz-ot-znakomstva-do-integraczii","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/staticheskij-analiz-ot-znakomstva-do-integraczii","title":{"rendered":"Analiza statike \u2013 nga njohja deri te integrimi","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>E p\u00ebrs\u00ebritjes s\u00eb pafundme t\u00eb shqyrtimit t\u00eb kodit ose debuggimit, ndonj\u00ebher\u00eb pyet veten se si ta thjeshtosh jet\u00ebn. Dhe pas nj\u00eb k\u00ebrkimi t\u00eb vog\u00ebl, ose ndoshta duke u ndeshur rast\u00ebsisht, mund t\u00eb shoh\u00ebsh shprehjen magjike: \"Analiza Statike\". Le t\u00eb shohim se \u00e7far\u00eb \u00ebsht\u00eb kjo dhe si mund t\u00eb t\u00eb ndihmoj\u00eb n\u00eb projektin tuaj.<\/p>\n<p><img decoding=\"async\" alt=\"Analiza statike \u2013 nga njohja deri te integrimi\" src=\"\/wp-content\/uploads\/2020\/08\/7811b22510bdda6f3f774b8335cbeabe.png\" style=\"display:block;margin: 0 auto;\" \/><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\nN\u00eb t\u00eb v\u00ebrtet\u00eb, n\u00ebse shkruani n\u00eb ndonj\u00eb gjuh\u00eb moderne, madje pa e ditur, ju e keni kaluar at\u00eb p\u00ebrmes analizuesit statik. \u00c7\u00ebshtja \u00ebsht\u00eb se \u00e7do kompilator modern ofron, edhe pse n\u00eb nj\u00eb m\u00ebnyr\u00eb t\u00eb vog\u00ebl, nj\u00eb grup paralajm\u00ebrimesh p\u00ebr probleme t\u00eb potenciale n\u00eb kod. P\u00ebr shembull, kur kompiloni kodin C++ n\u00eb Visual Studio, mund t\u00eb shihni sa vijon:<\/p>\n<p><img decoding=\"async\" alt=\"Analiza statike \u2013 nga njohja deri te integrimi\" src=\"\/wp-content\/uploads\/2020\/08\/a267e4e8a57c1a32e508e5e1983c5ff0.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nN\u00eb k\u00ebt\u00eb rezultat, ne shohim se variabli <i>var<\/i> nuk \u00ebsht\u00eb p\u00ebrdorur askund n\u00eb funksion. Pra, n\u00eb t\u00eb v\u00ebrtet\u00eb, ju keni p\u00ebrdorur pothuajse gjithmon\u00eb nj\u00eb analizues statik t\u00eb thjesht\u00eb t\u00eb kodit. Megjithat\u00eb, ndryshe nga analizuesit profesionist\u00eb si Coverity, Klocwork ose PVS-Studio, paralajm\u00ebrimet e ofruara nga kompilatori mund t\u00eb tregojn\u00eb vet\u00ebm nj\u00eb spektrin t\u00eb vog\u00ebl t\u00eb problemeve.<\/p>\n<p>N\u00ebse nuk e dini me siguri se \u00e7far\u00eb \u00ebsht\u00eb analiza statike dhe si ta implementoni, <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/t\/0046\/\">k\u00ebt\u00eb artikull<\/a><\/noindex>, p\u00ebr t\u00eb njohur m\u00eb n\u00eb detaje k\u00ebt\u00eb metodologji. <\/p>\n<h2>Pse \u00ebsht\u00eb e nevojshme analiza statike?<\/h2>\n<p>\nMe fjal\u00eb t\u00eb thjeshta: shpejtim dhe thjeshtim. <\/p>\n<p>Analiza statike lejon gjetjen e nj\u00eb s\u00ebr\u00eb problemesh n\u00eb kod: duke filluar nga p\u00ebrdorimi i gabuar i konstruksioneve t\u00eb gjuh\u00ebs, deri te gabimet e shtypjes. P\u00ebr shembull, n\u00eb vend q\u00eb <\/p>\n<pre><code class=\"cpp\">auto x = obj.x;\nauto y = obj.y;\nauto z = obj.z;<\/code><\/pre>\n<p>\nju keni shkruar kodin e m\u00ebposht\u00ebm:<\/p>\n<pre><code class=\"cpp\">auto x = obj.x;\nauto y = obj.y;\nauto z = obj.x;<\/code><\/pre>\n<p>\nSi\u00e7 e shihni, n\u00eb rreshtin e fundit ka nj\u00eb gabim shtypi. P\u00ebr shembull, PVS-Studio jep paralajm\u00ebrimin e m\u00ebposht\u00ebm:<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/w\/v537\/\">V537<\/a><\/noindex> Mundohuni t\u00eb shqyrtoni sakt\u00ebsin\u00eb e p\u00ebrdorimit t\u00eb artikullit 'y'.<\/p>\n<p>N\u00ebse d\u00ebshironi ta testoni k\u00ebt\u00eb gabim vet\u00eb, provoni shembullin e gatsh\u00ebm n\u00eb Compiler Explorer: *<noindex><a rel=\"nofollow\" href=\"https:\/\/godbolt.org\/z\/cd4WK7\">klik<\/a><\/noindex>*.<\/p>\n<p>Dhe si\u00e7 e kuptoni, nuk \u00ebsht\u00eb gjithmon\u00eb e mundur t\u00eb kushtoni v\u00ebmendje ndaj k\u00ebtyre pjes\u00ebve t\u00eb kodit menj\u00ebher\u00eb dhe p\u00ebr k\u00ebt\u00eb arsye mund t\u00eb kaloni nj\u00eb koh\u00eb t\u00eb gjat\u00eb duke deboguar, duke u pyetur pse gjith\u00e7ka funksionon kaq \u00e7uditsh\u00ebm. <\/p>\n<p>Megjithat\u00eb, kjo \u00ebsht\u00eb nj\u00eb gabim i qart\u00eb. E n\u00ebse zhvilluesi shkroi kodin jo optimal p\u00ebr shkak se harroi ndonj\u00eb holl\u00ebsi t\u00eb gjuh\u00ebs? Ose ndoshta lejohej nj\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/t\/0066\/\">sjellje e paqart\u00eb n\u00eb kod?<\/a><\/noindex>? \u041a \u0441\u043e\u0436\u0430\u043b\u0435\u043d\u0438\u044e, \u043f\u043e\u0434\u043e\u0431\u043d\u044b\u0435 \u0441\u043b\u0443\u0447\u0430\u0438 \u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u043d\u043e \u043e\u0431\u044b\u0434\u0435\u043d\u043d\u044b \u0438 \u043b\u044c\u0432\u0438\u043d\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0442\u0440\u0430\u0442\u0438\u0442\u0441\u044f \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e\u0431\u044b \u043e\u0442\u043b\u0430\u0434\u0438\u0442\u044c \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u0447\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0439 \u043a\u043e\u0434, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u043e\u043f\u0435\u0447\u0430\u0442\u043a\u0438, \u0442\u0438\u043f\u0438\u0447\u043d\u044b\u0435 \u043e\u0448\u0438\u0431\u043a\u0438 \u0438\u043b\u0438 undefined behavior.<\/p>\n<p>Pik\u00ebrisht p\u00ebr k\u00ebto situata u krijua analiza statike. Ky \u00ebsht\u00eb nj\u00eb ndihm\u00ebs p\u00ebr zhvilluesin, i cili do t'i tregoj\u00eb atij p\u00ebr probleme t\u00eb ndryshme n\u00eb kod dhe do t\u00eb shpjegoj\u00eb n\u00eb dokumentacion pse nuk duhet t\u00eb shkruhet ashtu, \u00e7far\u00eb mund t\u00eb sjell\u00eb dhe si ta rregullojm\u00eb. Ja nj\u00eb shembull se si mund t\u00eb duket:<noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/w\/v702\/\">klik<\/a><\/noindex>*.<\/p>\n<p>M\u00eb shum\u00eb gabime interesante q\u00eb analizatori mund t\u00eb zbuloj\u00eb, mund t'i gjeni n\u00eb artikujt:<\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/b\/0700\/\">Top 10 gabimeve n\u00eb projektet C++ p\u00ebr vitin 2019<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/b\/0698\/\">Top 10 gabimeve n\u00eb projektet C# p\u00ebr vitin 2019<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/b\/0699\/\">Top 10 gabimeve n\u00eb projektet Java p\u00ebr vitin 2019<\/a><\/noindex><\/li>\n<\/ul>\n<p>\nTani, pasi keni lexuar k\u00ebt\u00eb material dhe keni siguruar p\u00ebrfitimet e analiz\u00ebs statike, mund t\u00eb d\u00ebshironi ta provoni at\u00eb n\u00eb praktik\u00eb. Por nga t\u00eb filloni? Si ta integroni nj\u00eb mjet t\u00eb ri n\u00eb projektin aktual? Dhe si ta njihni ekipin me t\u00eb? N\u00eb k\u00ebto pyetje do t\u00eb gjeni p\u00ebrgjigjet m\u00eb posht\u00eb.<\/p>\n<p><b>Sh\u00ebnim.<\/b> Analiza statike nuk z\u00ebvend\u00ebson dhe nuk anashkalon nj\u00eb gj\u00eb kaq t\u00eb dobishme si\u00e7 jan\u00eb rishikimet e kodit. Ajo e plot\u00ebson k\u00ebt\u00eb proces, duke ndihmuar t\u00eb v\u00ebrehen dhe rregullohen gabimet, pasakt\u00ebsit\u00eb, dhe konstrukcionet e rrezikshme p\u00ebrpara. \u00cbsht\u00eb shum\u00eb m\u00eb produktive t\u00eb p\u00ebrqendroheni n\u00eb algoritmet dhe qart\u00ebsin\u00eb e kodit gjat\u00eb rishikimeve t\u00eb kodit, jo n\u00eb gjetjen e nj\u00eb kllapie t\u00eb vendosur gabimisht ose <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/b\/0509\/\">leximin e funksioneve t\u00eb m\u00ebrzitshme p\u00ebr krahasimin<\/a><\/noindex>.<\/p>\n<h2>0. Njohja me mjetin<\/h2>\n<p>\nGjith\u00e7ka fillon me nj\u00eb version provues. N\u00eb t\u00eb v\u00ebrtet\u00eb, \u00ebsht\u00eb e v\u00ebshtir\u00eb t\u00eb vendos\u00ebsh t\u00eb implementosh di\u00e7ka n\u00eb procesin e zhvillimit, n\u00ebse nuk e ke par\u00eb ndonj\u00ebher\u00eb mjetin live. Prandaj, hapi i par\u00eb \u00ebsht\u00eb t\u00eb shkarkosh <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/pvs-studio-download\/?promo=mscas\">versionin prove<\/a><\/noindex>.<\/p>\n<p><b>\u00c7far\u00eb do t\u00eb m\u00ebsoni n\u00eb k\u00ebt\u00eb faz\u00eb:<\/b><\/p>\n<ul>\n<li>Cilat jan\u00eb m\u00ebnyrat e nd\u00ebrveprimit me analizatorin;<\/li>\n<li>A \u00ebsht\u00eb analizatori i pajtuesh\u00ebm me mjedisin tuaj t\u00eb zhvillimit;<\/li>\n<li>Cilat probleme ka tani n\u00eb projektet tuaja.<\/li>\n<\/ul>\n<p>\nPasi t\u00eb keni instaluar gjith\u00e7ka q\u00eb ju nevojitet, hapi i par\u00eb \u00ebsht\u00eb t\u00eb filloni analiz\u00ebn e t\u00eb gjith\u00eb projektit (<noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/b\/0635\/\">macOS<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0036\/\">OpenVPN<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0036\/\">Mac Catalyst<\/a><\/noindex>). N\u00eb rastin e PVS-Studio n\u00eb Visual Studio do t\u00eb shihni nj\u00eb pamje t\u00eb till\u00eb (klikueshme):<\/p>\n<p><img decoding=\"async\" alt=\"Analiza statike \u2013 nga njohja deri te integrimi\" src=\"\/wp-content\/uploads\/2020\/08\/865b2dfa10661e4999238cdccf8860dc.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nE v\u00ebrteta \u00ebsht\u00eb se zakonisht p\u00ebr projektet me nj\u00eb baz\u00eb t\u00eb madhe kodesh, analizator\u00ebt statik\u00eb japin nj\u00eb num\u00ebr t\u00eb madh paralajm\u00ebrimesh. Nuk \u00ebsht\u00eb e domosdoshme t'i rregulloni t\u00eb gjitha, pasi projekti juaj tashm\u00eb funksionon, pra k\u00ebto probleme nuk jan\u00eb kritike. Sidoqoft\u00eb, ju <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/b\/0633\/\">mund t\u00eb shikoni paralajm\u00ebrimet m\u00eb interesante<\/a><\/noindex> dhe t'i korrigjoni ata kur t\u00eb jet\u00eb e nevojshme. P\u00ebr k\u00ebt\u00eb \u00ebsht\u00eb e nevojshme t\u00eb filtroni daljen dhe t\u00eb lini vet\u00ebm mesazhet m\u00eb t\u00eb besueshme. N\u00eb plugin-in PVS-Studio p\u00ebr Visual Studio, kjo b\u00ebhet p\u00ebrmes filtrimit sipas niveleve dhe kategorive t\u00eb gabimeve. P\u00ebr daljen m\u00eb t\u00eb sakt\u00eb, lini aktive vet\u00ebm <i>E Lart\u00eb<\/i> dhe <i>General<\/i> (po ashtu klikueshme):<\/p>\n<p><img decoding=\"async\" alt=\"Analiza statike \u2013 nga njohja deri te integrimi\" src=\"\/wp-content\/uploads\/2020\/08\/400b90713f67b531e4ed513ea9d340a6.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nV\u00ebrtet, t\u00eb shikosh 178 paralajm\u00ebrime \u00ebsht\u00eb ndjesh\u00ebm m\u00eb e leht\u00eb sesa disa mij\u00ebra\u2026<\/p>\n<p>N\u00eb seksionet <i>Medium<\/i> dhe <i>I ul\u00ebt<\/i> shpesh hasen paralajm\u00ebrime t\u00eb mira, megjithat\u00eb n\u00eb k\u00ebto kategori regjistrohen ato diagnostikime, t\u00eb cilat kan\u00eb sakt\u00ebsi (besueshm\u00ebri) m\u00eb t\u00eb ul\u00ebt. M\u00eb shum\u00eb p\u00ebr nivelet e paralajm\u00ebrimeve dhe opsionet e pun\u00ebs n\u00ebn Windows mund t\u00eb shikoni k\u00ebtu: *<noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0007\">klik<\/a><\/noindex>*.<\/p>\n<p>Pas shqyrtimit t\u00eb gabimeve m\u00eb interesante (dhe pas korrigjimit t\u00eb tyre) \u00ebsht\u00eb e r\u00ebnd\u00ebsishme <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0032\/\">t\u00eb ndaloni paralajm\u00ebrimet e mbetura<\/a><\/noindex>. Kjo \u00ebsht\u00eb e nevojshme p\u00ebr t\u00eb parandaluar q\u00eb paralajm\u00ebrimet e reja t\u00eb humbasin n\u00eb mesin e atyre t\u00eb vjetra. P\u00ebr m\u00eb tep\u00ebr, analisti statik \u00ebsht\u00eb nj\u00eb ndihm\u00ebs p\u00ebr programuesin, dhe jo nj\u00eb list\u00eb p\u00ebr defektet. \ud83d\ude42<\/p>\n<h2>1. Automatizimi<\/h2>\n<p>\nPas njohjes, vjen koha p\u00ebr konfigurimin e plugineve dhe integrimin n\u00eb CI. Kjo duhet b\u00ebr\u00eb para se programuesit t\u00eb fillojn\u00eb t\u00eb p\u00ebrdorin analistin statik. Kjo \u00ebsht\u00eb sepse programuesi mund t\u00eb harroj\u00eb t\u00eb aktivizoj\u00eb analiz\u00ebn ose mund t\u00eb mos d\u00ebshiroj\u00eb fare. P\u00ebr k\u00ebt\u00eb, duhet t\u00eb b\u00ebhet nj\u00eb kontroll p\u00ebrfundimtar i gjith\u00e7kaje, n\u00eb m\u00ebnyr\u00eb q\u00eb kodi i pa kontrolluar t\u00eb mos mund t\u00eb hyj\u00eb n\u00eb deg\u00ebn e zhvillimit t\u00eb p\u00ebrbashk\u00ebt.<\/p>\n<p><b>\u00c7far\u00eb do t\u00eb m\u00ebsoni n\u00eb k\u00ebt\u00eb faz\u00eb:<\/b><\/p>\n<ul>\n<li>Cilat opsione automatizimi ofron mjeti;<\/li>\n<li>A \u00ebsht\u00eb analisti i p\u00ebrputhsh\u00ebm me sistemin tuaj t\u00eb nd\u00ebrtimit.<\/li>\n<\/ul>\n<p>\nDuke marr\u00eb parasysh se dokumentacioni ideal nuk ekziston, ndonj\u00ebher\u00eb duhet t\u00eb shkruani n\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/about-feedback\/\">mb\u00ebshtetje<\/a><\/noindex>. Kjo \u00ebsht\u00eb normale dhe ne jemi t\u00eb gatsh\u00ebm t'ju ndihmojm\u00eb. \ud83d\ude42<\/p>\n<p>Dhe tani le t\u00eb kalojm\u00eb n\u00eb sh\u00ebrbimet e integrimit t\u00eb vazhduesh\u00ebm (CI). \u00c7do analist mund t\u00eb integrohet n\u00eb to pa ndonj\u00eb problem t\u00eb r\u00ebnd\u00ebsish\u00ebm. P\u00ebr k\u00ebt\u00eb \u00ebsht\u00eb e nevojshme t\u00eb krijoni nj\u00eb faz\u00eb t\u00eb ve\u00e7ant\u00eb n\u00eb pipeline, e cila zakonisht ndodhet pas nd\u00ebrtimit dhe testeve t\u00eb nj\u00ebsive. Kjo b\u00ebhet me ndihm\u00ebn e razli\u010dit utiliteteve t\u00eb konsol\u00ebs. P\u00ebr shembull, PVS-Studio ofron k\u00ebto utilitete:<\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0035\">PVS-Studio_Cmd.exe<\/a><\/noindex> (analiz\u00eb e zgjidhjeve, projekteve C#, C++ n\u00eb Windows)<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0031\/\">CLMonitor.exe<\/a><\/noindex> (monitorimi i kompilimit)<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0036\/\">pvs-studio-analyzer<\/a><\/noindex> (analiz\u00eb e projekteve C++ n\u00eb Linux \/ macOS)<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0035\/\">pvs-studio-dotnet<\/a><\/noindex> (analiz\u00eb e zgjidhjeve, projekteve C# n\u00eb Linux \/ macOS)<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0044\/\">pvs-studio.jar<\/a><\/noindex> (analiz\u00eb e projekteve Java)<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0038\/\">PlogConverter<\/a><\/noindex> (konvertues i skedar\u00ebve t\u00eb raportit)<\/li>\n<\/ul>\n<p>\nP\u00ebr integrimin e analiz\u00ebs n\u00eb CI, duhet t\u00eb b\u00ebni tre gj\u00ebra:<\/p>\n<ul>\n<li>T\u00eb instaloni analistin;<\/li>\n<li>T\u00eb aktivizoni analiz\u00ebn;<\/li>\n<li>D\u00ebrgoni rezultatet.<\/li>\n<\/ul>\n<p>\nP\u00ebr shembull, p\u00ebr t\u00eb instaluar PVS-Studio n\u00eb Linux (baze Debian) duhet t\u00eb kryeni komandat e m\u00ebposhtme:<\/p>\n<pre><code class=\"bash\">wget -q -O - https:\/\/files.viva64.com\/etc\/pubkey.txt \n    | sudo apt-key add -\nsudo wget -O \/etc\/apt\/sources.list.d\/viva64.list \n  https:\/\/files.viva64.com\/etc\/viva64.list\n  \nsudo apt-get update -qq\nsudo apt-get install -qq pvs-studio<\/code><\/pre>\n<p>\nN\u00eb sistemet n\u00ebn menaxhimin e Windows nuk ka mund\u00ebsi t\u00eb instaloni analistin nga menaxheri i paketave, megjithat\u00eb ka mund\u00ebsi t\u00eb vendosni analistin nga linja e komand\u00ebs:<\/p>\n<pre><code class=\"powershell\">PVS-Studio_setup.exe \/verysilent \/suppressmsgboxes \n\/norestart \/nocloseapplications<\/code><\/pre>\n<p>\nM\u00eb shum\u00eb rreth vendosjes s\u00eb PVS-Studio n\u00eb sistemet n\u00ebn menaxhimin e Windows mund t\u00eb lexoni *<noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0025\/\">k\u00ebtu<\/a><\/noindex>*.<\/p>\n<p>Pas instalimit, duhet t\u00eb nisni n\u00eb m\u00ebnyr\u00eb t\u00eb drejtp\u00ebrdrejt\u00eb analiz\u00ebn. Megjithat\u00eb, kjo rekomandohet vet\u00ebm pasi t\u00eb ket\u00eb p\u00ebrfunduar kompaktimi dhe testet. Kjo lidhet me faktin se analiza statike zakonisht k\u00ebrkon dy her\u00eb m\u00eb shum\u00eb koh\u00eb se sa kompaktimi.<\/p>\n<p>Duke pasur parasysh se m\u00ebnyra e nisjes varet nga platforma dhe karakteristikat e projektit, do t\u00eb tregoj nj\u00eb variant p\u00ebr C++ (Linux) si shembull:<\/p>\n<pre><code class=\"bash\">pvs-studio-analyzer analyze -j8 \n                            -o PVS-Studio.log\nplog-converter -t errorfile PVS-Studio.log --cerr -w<\/code><\/pre>\n<p>\nKomanda e par\u00eb do t\u00eb kryej\u00eb analiz\u00ebn, nd\u00ebrsa e dyta <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0038\/\">konverton<\/a><\/noindex>raportin n\u00eb format tekstual, do ta shfaq\u00eb at\u00eb n\u00eb ekran dhe do t\u00eb kthej\u00eb nj\u00eb kod kthimi t\u00eb ndrysh\u00ebm nga 0 n\u00eb rast se ka paralajm\u00ebrime. Nj\u00eb mekaniz\u00ebm i till\u00eb \u00ebsht\u00eb i dobish\u00ebm p\u00ebr t\u00eb bllokuar nd\u00ebrtimin n\u00eb rast se ka mesazhe gabimesh. Megjithat\u00eb, ju gjithmon\u00eb mund t\u00eb hiqni flamurin <i>-w<\/i> dhe t\u00eb mos bllokoni nd\u00ebrtimin q\u00eb p\u00ebrmban paralajm\u00ebrime.<\/p>\n<p><b>Sh\u00ebnim.<\/b> Formati tekstual \u00ebsht\u00eb i pad\u00ebshiruesh\u00ebm. Ai jepet vet\u00ebm si shembull. Vini re formati m\u00eb interesant t\u00eb raportit \u2014 FullHtml. Ai lejon navigimin n\u00eb kod.<\/p>\n<p>Mund t\u00eb lexoni m\u00eb shum\u00eb p\u00ebr konfigurimin e analiz\u00ebs n\u00eb CI n\u00eb artikullin \"<noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0005\">PVS-Studio dhe Integrimi i Vazhdush\u00ebm<\/a><\/noindex>\" (Windows) ose \"<noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/b\/0661\/\">Si t\u00eb konfigurosh PVS-Studio n\u00eb Travis CI<\/a><\/noindex>\" (Linux).<\/p>\n<p>Mir\u00eb, ju keni konfiguruar funksionimin e analizuesit n\u00eb serverin e nd\u00ebrtimit. Tani, n\u00ebse dikush ngarkon kod t\u00eb paregjistruar, faza e verifikimit do t\u00eb d\u00ebshtoj\u00eb, dhe ju do t\u00eb jeni n\u00eb gjendje t\u00eb zbuloni problemin, megjithat\u00eb kjo nuk \u00ebsht\u00eb shum\u00eb e p\u00ebrshtatshme, pasi \u00ebsht\u00eb m\u00eb efektive t\u00eb kontrolloni projektin jo pas bashkimit t\u00eb deg\u00ebve, por para tij, n\u00eb faz\u00ebn e k\u00ebrkes\u00ebs p\u00ebr t\u00eb bashkuar (pull request).<\/p>\n<p>N\u00eb thelb, konfigurimi i analiz\u00ebs s\u00eb k\u00ebrkesave p\u00ebr t\u00eb bashkuar (pull request) nuk ndryshon shum\u00eb nga ekzekutimi i zakonsh\u00ebm i analiz\u00ebs n\u00eb CI. P\u00ebrve\u00e7 nevoj\u00ebs p\u00ebr t\u00eb marr\u00eb nj\u00eb list\u00eb t\u00eb skedar\u00ebve t\u00eb ndryshuar. Zakonisht ata mund t\u00eb merren duke k\u00ebrkuar ndryshimin mes deg\u00ebve n\u00ebp\u00ebrmjet git:<\/p>\n<pre><code class=\"bash\">git diff --name-only HEAD origin\/$MERGE_BASE &gt; .pvs-pr.list<\/code><\/pre>\n<p>\nTani tani \u00ebsht\u00eb e nevojshme t\u00eb kaloni n\u00eb analizator k\u00ebt\u00eb list\u00eb fichiers. P\u00ebr shembuj, n\u00eb PVS-Studio kjo \u00ebsht\u00eb realizuar me an\u00eb t\u00eb nj\u00eb flagu <i>-S<\/i>:<\/p>\n<pre><code class=\"bash\">pvs-studio-analyzer analyze -j8 \n                            -o PVS-Studio.log \n                            -S .pvs-pr.list<\/code><\/pre>\n<p>\nMund t\u00eb m\u00ebsoni m\u00eb shum\u00eb rreth analiz\u00ebs s\u00eb k\u00ebrkesave p\u00ebr t\u00eb bashkuar *<noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/b\/0679\/\">k\u00ebtu<\/a><\/noindex>*. Edhe n\u00ebse CI juaj nuk \u00ebsht\u00eb n\u00eb list\u00ebn e sh\u00ebrbimeve t\u00eb p\u00ebrmendura n\u00eb artikull, do t'ju jet\u00eb e dobishme seksioni i p\u00ebrgjithsh\u00ebm, i dedikuar teoris\u00eb s\u00eb k\u00ebtij lloji analize.<\/p>\n<p>Duke konfiguruar analiz\u00ebn e k\u00ebrkesave p\u00ebr t\u00eb bashkuar do t\u00eb jeni n\u00eb gjendje t\u00eb bllokoni komit\u00ebt q\u00eb p\u00ebrmbajn\u00eb paralajm\u00ebrime, duke krijuar k\u00ebshtu nj\u00eb kufi q\u00eb kodi i paregjistruar nuk mund ta kaloj\u00eb.<\/p>\n<p>Kjo \u00ebsht\u00eb padyshim e mir\u00eb, megjithat\u00eb do t\u00eb d\u00ebshironim t\u00eb kishim mund\u00ebsin\u00eb t\u00eb shihnim t\u00eb gjitha paralajm\u00ebrimet n\u00eb nj\u00eb vend. Jo vet\u00ebm nga analizatori statik, por edhe nga testet nj\u00ebsi ose nga analizatori dinamik. P\u00ebr k\u00ebt\u00eb, ekzistojn\u00eb sh\u00ebrbime dhe plugina t\u00eb ndryshme. PVS-Studio, p\u00ebr shembuj, ka <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0037\/\">nj\u00eb plugin p\u00ebr integrimin n\u00eb SonarQube<\/a><\/noindex>.<\/p>\n<h2>2. Integrimi n\u00eb makinat e zhvilluesve<\/h2>\n<p>\nTani \u00ebsht\u00eb koha p\u00ebr t\u00eb instaluar dhe konfiguruar analizatorin p\u00ebr p\u00ebrdorim t\u00eb p\u00ebrditsh\u00ebm n\u00eb zhvillim. N\u00eb k\u00ebt\u00eb pik\u00eb, ju keni njohur pjes\u00ebn m\u00eb t\u00eb madhe t\u00eb m\u00ebnyrave t\u00eb pun\u00ebs, prandaj kjo mund t\u00eb quhet pjesa m\u00eb e leht\u00eb.<\/p>\n<p>Si nj\u00eb variant m\u00eb t\u00eb thjesht\u00eb \u2013 zhvilluesit vet\u00eb mund t\u00eb instalojn\u00eb analizatorin e nevojsh\u00ebm. Megjithat\u00eb, kjo do t\u00eb marr\u00eb shum\u00eb koh\u00eb dhe do t'i divertoj\u00eb ata nga zhvillimi, prandaj mund t\u00eb automatizoni k\u00ebt\u00eb proces duke p\u00ebrdorur nj\u00eb installer dhe flag t\u00eb nevojsh\u00ebm. P\u00ebr PVS-Studio ekzistojn\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0025\/\">flag t\u00eb ndryshme p\u00ebr instalimin automatizuar<\/a><\/noindex>. Megjithat\u00eb, gjithmon\u00eb ekzistojn\u00eb menaxher\u00eb paketash, p\u00ebr shembuj, Chocolatey (Windows), Homebrew (macOS) ose dhjet\u00ebra mund\u00ebsi p\u00ebr Linux.<\/p>\n<p>M\u00eb pas do t\u00eb jet\u00eb e nevojshme t\u00eb instaloni plugina t\u00eb nevojsh\u00ebm, p\u00ebr shembull, p\u00ebr <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/b\/0635\/\">Visual Studio<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/plugins.jetbrains.com\/plugin\/12263-pvs-studio-for-idea-and-android-studio\/\">IDEA<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0052\/\">Rider<\/a><\/noindex> etc.<\/p>\n<h2>3. P\u00ebrdorimi i p\u00ebrditsh\u00ebm<\/h2>\n<p>\nN\u00eb k\u00ebt\u00eb faz\u00eb, \u00ebsht\u00eb koha t\u00eb themi disa fjal\u00eb p\u00ebr m\u00ebnyrat e p\u00ebrshpejtimit t\u00eb pun\u00ebs s\u00eb analizatorit gjat\u00eb p\u00ebrdorimit t\u00eb p\u00ebrditsh\u00ebm. Nj\u00eb analiz\u00eb e plot\u00eb e gjith\u00eb projektit z\u00eb shum\u00eb koh\u00eb, megjithat\u00eb sa shpesh ne e ndryshojm\u00eb kodin nj\u00ebherazi n\u00eb t\u00eb gjith\u00eb projektin? Padyshim, nuk ka nj\u00eb refaktorizim kaq t\u00eb gjer\u00eb q\u00eb ndikon menj\u00ebher\u00eb t\u00eb gjith\u00eb baz\u00ebn e kodit. Numri i dosjeve q\u00eb ndryshohen nj\u00ebherazi rrall\u00eb kalon dhjet\u00eb, prandaj ka kuptim t'i analizosh ato. P\u00ebr nj\u00eb situat\u00eb t\u00eb till\u00eb ekziston <noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0024\/\">modaliteti i analiz\u00ebs inkrementale<\/a><\/noindex>. Vet\u00ebm mos u shqet\u00ebsoni, nuk \u00ebsht\u00eb nj\u00eb tjet\u00ebr mjet. Kjo \u00ebsht\u00eb nj\u00eb modalitet special q\u00eb lejon analizimin e skedar\u00ebve t\u00eb ndryshuar dhe t\u00eb var\u00ebsive t\u00eb tyre, dhe kjo ndodh automatikisht pas nd\u00ebrtimit, n\u00ebse po punoni n\u00eb nj\u00eb IDE me plugin t\u00eb instaluar. <\/p>\n<p>N\u00eb rastin q\u00eb analizatori t\u00eb zbuloj\u00eb probleme n\u00eb kodin e sapo ndryshuar, ai do t'ju informoj\u00eb vet\u00eb. P\u00ebr shembull, PVS-Studio do t'ju njoftoj\u00eb p\u00ebr k\u00ebt\u00eb me nj\u00eb alarm:<\/p>\n<p><img decoding=\"async\" alt=\"Analiza statike \u2013 nga njohja deri te integrimi\" src=\"\/wp-content\/uploads\/2020\/08\/20456a6652f0bd4f62d9aea5f1dda5cd.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nSigurisht, nuk mjafton t\u00eb thuash zhvilluesve t\u00eb p\u00ebrdorin mjetin. Duhet t\u00eb gjejm\u00eb nj\u00eb m\u00ebnyr\u00eb p\u00ebr t'u treguar se \u00e7far\u00eb \u00ebsht\u00eb dhe si funksionon. Ja, p\u00ebr shembull, artikuj p\u00ebr fillimin e shpejt\u00eb me PVS-Studio, megjithat\u00eb mund t\u00eb gjeni tutoriale t\u00eb ngjashme p\u00ebr \u00e7do mjet q\u00eb preferoni:<\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0007\/\">Si t\u00eb nisni PVS-Studio n\u00eb Windows (C, C++, C#)<\/a><\/noindex> <\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0036\/\">Si t\u00eb nisni PVS-Studio n\u00eb Linux dhe macOS (C, C++)<\/a><\/noindex> <\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/m\/0044\/\">Si t\u00eb nisni PVS-Studio Java<\/a><\/noindex><\/li>\n<\/ul>\n<p>\nArtikuj t\u00eb till\u00eb ofrojn\u00eb gjith\u00e7ka t\u00eb nevojshme p\u00ebr p\u00ebrdorim t\u00eb p\u00ebrditsh\u00ebm dhe nuk marr\u00eb shum\u00eb koh\u00eb. \ud83d\ude42<\/p>\n<p>Edhe n\u00eb faz\u00ebn e njohjes me mjetin ne e kemi p\u00ebrmbushur shum\u00eb paralajm\u00ebrime gjat\u00eb nj\u00eb prej nisteve t\u00eb para. Fatkeq\u00ebsisht, analizator\u00ebt statik\u00eb nuk jan\u00eb perfekt, prandaj ndonj\u00ebher\u00eb japin alarme false. Shtypja e tyre \u00ebsht\u00eb zakonisht e leht\u00eb, p\u00ebr shembull, n\u00eb pluginin PVS-Studio p\u00ebr Visual Studio mjafton t\u00eb shtypni nj\u00eb buton:<\/p>\n<p><img decoding=\"async\" alt=\"Analiza statike \u2013 nga njohja deri te integrimi\" src=\"\/wp-content\/uploads\/2020\/08\/ed5382f468d21b7e711caba73b439fda.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nMegjithat\u00eb, ju mund t\u00eb mos i shtypni ata vet\u00ebm. P\u00ebr shembull, mund t\u00eb informoni mb\u00ebshtetje p\u00ebr pranin\u00eb e problemeve. N\u00ebse t\u00eb gjitha alarmet false mund t\u00eb rregullohen, at\u00ebher\u00eb n\u00eb p\u00ebrdit\u00ebsimet e ardhshme mund t\u00eb vini re se \u00e7do her\u00eb po b\u00ebhet gjithnj\u00eb e m\u00eb pak e zakonshme q\u00eb alarmeret false p\u00ebr baz\u00ebn tuaj t\u00eb kodit.<\/p>\n<h2>Pasi t\u00eb integrohet<\/h2>\n<p>\nJa ku ishim, kaluam t\u00eb gjitha fazat e integrimit t\u00eb analiz\u00ebs statike n\u00eb procesin e zhvillimit. Pavar\u00ebsisht r\u00ebnd\u00ebsis\u00eb s\u00eb konfigurimit t\u00eb mjeteve t\u00eb tilla n\u00eb CI, vendi m\u00eb i r\u00ebnd\u00ebsish\u00ebm p\u00ebr t\u00eb nisur \u00ebsht\u00eb pik\u00ebrisht kompjuteri i zhvilluesit. Sepse analiza statike nuk \u00ebsht\u00eb nj\u00eb gjykat\u00ebs q\u00eb thot\u00eb diku larg jush se kodi nuk \u00ebsht\u00eb i p\u00ebrshtatsh\u00ebm. P\u00ebrkundrazi, \u00ebsht\u00eb nj\u00eb ndihm\u00ebs q\u00eb ju tregon, n\u00ebse jeni t\u00eb lodhur dhe ju kujton, n\u00ebse keni harruar di\u00e7ka.<\/p>\n<p>E v\u00ebrteta \u00ebsht\u00eb se pa p\u00ebrdorimin e rregullt, analiza statike nuk do ta thjeshtoj\u00eb ndjesh\u00ebm zhvillimin. N\u00eb fakt, p\u00ebrfitimi m\u00eb i madh p\u00ebr zhvilluesin q\u00ebndron jo vet\u00ebm n\u00eb gjetjen e segmenteve t\u00eb komplikuara dhe kontroverse t\u00eb kodit, por gjithashtu n\u00eb zbDiscovery e hershme t\u00eb tyre. Pajtohuni se t\u00eb shkosh n\u00eb testim p\u00ebr t\u00eb zbuluar nj\u00eb problem \u00ebsht\u00eb jo vet\u00ebm e pak\u00ebndshme, por edhe shum\u00eb e gjat\u00eb. Nd\u00ebrsa, analiza statike, me p\u00ebrdorim t\u00eb rregullt, shqyrton \u00e7do ndryshim direkt n\u00eb kompjuterin tuaj dhe raporton p\u00ebr vendet e dyshimta gjat\u00eb pun\u00ebs mbi kodin.<\/p>\n<p>Dhe n\u00ebse ju ose koleg\u00ebt tuaj ende nuk jeni t\u00eb sigurt n\u00ebse duhet ta implementoni analizuesin, ju sugjeroj t\u00eb kaloni tani n\u00eb leximin e artikullit \"<noindex><a rel=\"nofollow\" href=\"https:\/\/www.viva64.com\/ru\/b\/0687\/\">Arsyet p\u00ebr t\u00eb implementuar analizatorin statik t\u00eb kodit PVS-Studio n\u00eb procesin e zhvillimit<\/a><\/noindex>\". Atje jan\u00eb shqyrtuar shqet\u00ebsimet tipike t\u00eb zhvilluesve se si analiza statike do t\u00eb shqet\u00ebsoj\u00eb koh\u00ebn e tyre dhe k\u00ebshtu me radh\u00eb.<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/en\/company\/pvs-studio\/blog\/514128\/\"><img decoding=\"async\" alt=\"Analiza statike \u2013 nga njohja deri te integrimi\" src=\"\/wp-content\/uploads\/2020\/08\/6372d668354f708cb0e08df27bb39bdd.png\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><\/p>\n<p>N\u00ebse d\u00ebshironi t\u00eb ndani k\u00ebt\u00eb artikull me audienc\u00ebn anglisht-fol\u00ebse, ju lutem p\u00ebrdorni lidhjen p\u00ebr p\u00ebrkthimin: Maxim Zvyagintsev. <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/en\/company\/pvs-studio\/blog\/514128\/\">Analiza Statike: Nga fillimi deri te integrimi<\/a><\/noindex>.<br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/pvs-studio\/blog\/514124\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0423\u0441\u0442\u0430\u0432 \u043e\u0442 \u043d\u0435\u0441\u043a\u043e\u043d\u0447\u0430\u0435\u043c\u043e\u0433\u043e code review \u0438\u043b\u0438 \u043e\u0442\u043b\u0430\u0434\u043a\u0438, \u0432\u0440\u0435\u043c\u0435\u043d\u0430\u043c\u0438 \u0437\u0430\u0434\u0443\u043c\u044b\u0432\u0430\u0435\u0448\u044c\u0441\u044f, \u043a\u0430\u043a \u0431\u044b \u0443\u043f\u0440\u043e\u0441\u0442\u0438\u0442\u044c \u0441\u0435\u0431\u0435 \u0436\u0438\u0437\u043d\u044c. \u0418 \u043d\u0435\u043c\u043d\u043e\u0433\u043e \u043f\u043e\u0438\u0441\u043a\u0430\u0432, \u043d\u0443 \u0438\u043b\u0438 \u0441\u043b\u0443\u0447\u0430\u0439\u043d\u043e \u043d\u0430\u0442\u043a\u043d\u0443\u0432\u0448\u0438\u0441\u044c, \u043c\u043e\u0436\u043d\u043e \u0443\u0432\u0438\u0434\u0435\u0442\u044c \u0432\u043e\u043b\u0448\u0435\u0431\u043d\u043e\u0435 \u0441\u043b\u043e\u0432\u043e\u0441\u043e\u0447\u0435\u0442\u0430\u043d\u0438\u0435: &quot;\u0421\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0430\u043d\u0430\u043b\u0438\u0437&quot;. \u0414\u0430\u0432\u0430\u0439\u0442\u0435 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u0447\u0442\u043e \u044d\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u0438 \u043a\u0430\u043a \u043e\u043d \u043c\u043e\u0436\u0435\u0442 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0441 \u0432\u0430\u0448\u0438\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u043c. \u0421\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u0433\u043e\u0432\u043e\u0440\u044f, \u0435\u0441\u043b\u0438 \u0432\u044b \u043f\u0438\u0448\u0435\u0442\u0435 \u043d\u0430 \u043a\u0430\u043a\u043e\u043c-\u043b\u0438\u0431\u043e \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u043c \u044f\u0437\u044b\u043a\u0435, \u0442\u043e\u0433\u0434\u0430, \u0434\u0430\u0436\u0435 \u043d\u0435 \u0434\u043e\u0433\u0430\u0434\u044b\u0432\u0430\u044f\u0441\u044c \u043e\u0431 \u044d\u0442\u043e\u043c, [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":91066,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-91065","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - 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Dhe pak k\u00ebrkues, ose rast\u00ebsisht duke u ndeshur, mund t\u00eb shihni fraz\u00ebn magjike: \"Analiza Statike\".","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/staticheskij-analiz-ot-znakomstva-do-integraczii","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\u0421\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u2013 \u043e\u0442 \u0437\u043d\u0430\u043a\u043e\u043c\u0441\u0442\u0432\u0430 \u0434\u043e \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 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