{"id":85536,"date":"2020-06-17T01:42:33","date_gmt":"2020-06-16T23:42:33","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/otkazyvaemsya-ot-platnyh-rpa-platform-i-baziruemsya-na-opensource-openrpa"},"modified":"2020-06-17T01:42:33","modified_gmt":"2020-06-16T23:42:33","slug":"otkazyvaemsya-ot-platnyh-rpa-platform-i-baziruemsya-na-opensource-openrpa","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/otkazyvaemsya-ot-platnyh-rpa-platform-i-baziruemsya-na-opensource-openrpa","title":{"rendered":"Po heqim dor\u00eb nga platformat RPA t\u00eb paguara dhe po mb\u00ebshtetemi n\u00eb OpenSource (OpenRPA)","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<h2 id=\"vvodnaya\">Hyr\u00ebs<\/h2>\n<p><\/p>\n<p>M\u00eb par\u00eb n\u00eb Habr \u00ebsht\u00eb trajtuar shum\u00eb detajisht tema <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/323962\/\">Automatizimi i aplikacioneve GUI p\u00ebr desktop n\u00eb Python<\/a><\/noindex>. N\u00eb at\u00eb koh\u00eb, ky artikull m\u00eb t\u00ebrhoqi shum\u00eb, pasi zbulon elemente t\u00eb ngjashme me ato t\u00eb krijimit t\u00eb robot\u00ebve. Dhe pasi n\u00eb profesionin tim merrem me robotizimin e proceseve t\u00eb biznesit t\u00eb kompanis\u00eb (RPA - nj\u00eb fush\u00eb ku deri koh\u00ebt e fundit nuk kishte analog\u00eb t\u00eb plota OpenSource), kjo tem\u00eb ishte shum\u00eb e r\u00ebnd\u00ebsishme p\u00ebr mua.<\/p>\n<p><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p>Zgjidhjet kryesore ekzistuese IT n\u00eb fush\u00ebn e RPA (UI Path, Blueprism, Automation Anywhere dhe t\u00eb tjera) kan\u00eb 2 probleme thelb\u00ebsore:<\/p>\n<p><\/p>\n<ul>\n<li>Problemi 1: Kufizimet teknike t\u00eb funksionalitetit t\u00eb platform\u00ebs, pasi skriptet e robot\u00ebve krijohen <u>t\u00eb<\/u> n\u00eb nd\u00ebrfaqen grafike (po, ka mund\u00ebsi p\u00ebr t\u00eb thirrur kodin programor, por kjo mund\u00ebsi ka disa kufizime)<\/li>\n<li>Problemi 2: Politika shum\u00eb e shtrenjt\u00eb e licencimit p\u00ebr shitjen e k\u00ebtyre zgjidhjeve (P\u00ebr platformat kryesore <u>rreth 8000$ p\u00ebr nj\u00eb robot q\u00eb punon vazhdimisht n\u00eb vit<\/u>). B\u00ebni nj\u00eb duzin\u00eb robot\u00ebsh p\u00ebr t\u00eb arritur nj\u00eb shum\u00eb t\u00eb madhe t\u00eb licencave \u00e7do vit.<\/li>\n<\/ul>\n<p><\/p>\n<p>Duke qen\u00eb se ky treg \u00ebsht\u00eb shum\u00eb i ri dhe shum\u00eb aktiv, tashm\u00eb mund t\u00eb gjeni leht\u00ebsisht n\u00eb Google 10+ zgjidhje automatizimi me politika t\u00eb ndryshme \u00e7mimesh. Por zgjidhjen e plot\u00eb OpenSource, deri koh\u00ebt e fundit, ishte e pamundur ta gjendej. N\u00eb fakt, \u00ebsht\u00eb fjala p\u00ebr nj\u00eb zgjidhje t\u00eb plot\u00eb OpenSource, pasi mund t\u00eb gjendet zgjidhje t\u00eb pjesshme t\u00eb automatizimit, por ato ofronin vet\u00ebm nj\u00eb pjes\u00eb t\u00eb teknologjive kryesore, mbi t\u00eb cilat bazohet koncepti RPA.<\/p>\n<p><\/p>\n<h2 id=\"na-chem-zhe-baziruetsya-koncepciya-rpa\">P\u00ebr \u00e7far\u00eb bazohet koncepti RPA?<\/h2>\n<p><\/p>\n<p>RPA (<noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/Robotic_process_automation\">Robotic Process Automation<\/a><\/noindex>) \u00ebsht\u00eb nj\u00eb nga format m\u00eb ekonomikisht efikase p\u00ebr t\u00eb arritur q\u00ebllimin. Duke qen\u00eb se RPA parashikon q\u00eb t\u00eb mos heq\u00ebsh dor\u00eb nga \u00e7do sistem t\u00eb trash\u00ebguar t\u00eb kompanis\u00eb, por t\u00eb krijosh skriptin e nevojsh\u00ebm t\u00eb automatizimit mbi baz\u00ebn e k\u00ebtyre sistemeve - kjo sjell rezultate si n\u00eb aspektin e shpejt\u00ebsis\u00eb s\u00eb zhvillimit (sepse nuk \u00ebsht\u00eb e nevojshme t\u00eb rregullohet ekzistenca e nj\u00eb kopshti sistemesh), ashtu edhe n\u00eb aspektin e rezultateve t\u00eb biznesit (kursim <noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Full-time_equivalent\">PShE\/FTE<\/a><\/noindex>, rritjen e t\u00eb ardhurave t\u00eb kompanis\u00eb, zvog\u00eblimin e shpenzimeve t\u00eb kompanis\u00eb).<\/p>\n<p><\/p>\n<p>N\u00eb thelb, mjeteve RPA u takojn\u00eb teknologjit\u00eb e m\u00ebposhtme:<\/p>\n<p><\/p>\n<ul>\n<li>menaxhimi i faqeve web t\u00eb hapura n\u00eb shfletues;<\/li>\n<li>menaxhimi i aplikacioneve GUI p\u00ebr desktop t\u00eb hapura;<\/li>\n<li>menaxhimi i mausit dhe tastier\u00ebs (shtypja e \u00e7el\u00ebsave, hotkeys, butonave t\u00eb mausit, l\u00ebvizja e kursorit);<\/li>\n<li>k\u00ebrkimi i elementeve grafike n\u00eb ekranin e desktop-it p\u00ebr t\u00eb aplikuar veprime t\u00eb m\u00ebtejshme me maus dhe\/ose tastier\u00eb;<\/li>\n<\/ul>\n<p><\/p>\n<p>P\u00ebrvoja shum\u00ebvje\u00e7are praktike na ka treguar se pik\u00ebrisht ky grup teknologjish lejon realizimin e robotizimit t\u00eb praktikisht \u00e7do procesi biznesi, n\u00eb t\u00eb cilat nuk k\u00ebrkohet nj\u00eb element njohjeje\/aplikimi t\u00eb inteligjenc\u00ebs artificiale (n\u00eb k\u00ebto raste k\u00ebrkohet t\u00eb lidhen me robotin bibliotekat p\u00ebrkat\u00ebse, t\u00eb disponueshme n\u00eb bot\u00ebn aktuale t\u00eb IT). <u>Mungesa e t\u00eb pakt\u00ebn nj\u00ebrit nga mjetet e m\u00ebsip\u00ebrme ndikon ndjesh\u00ebm n\u00eb mund\u00ebsit\u00eb e RPA.<\/u><\/p>\n<p><\/p>\n<h2 id=\"ved-vse-instrumenty-rpa-mozhno-nayti-v-internete-chego-zhe-togda-ne-hvataet\">Sepse t\u00eb gjith\u00eb mjetet RPA mund t\u00eb gjenden n\u00eb internet. \u00c7far\u00eb u mungon at\u00ebher\u00eb?<\/h2>\n<p><\/p>\n<p>Ajo q\u00eb u mungon \u00ebsht\u00eb e r\u00ebnd\u00ebsishmja \u2014 mungon integrimi i tyre. Integrimi q\u00eb do t\u00eb lejoj\u00eb realizimin e efektit sinergjik nga p\u00ebrdorimi i mjeteve t\u00eb ndryshme (web, gui, maus, tastier\u00eb) n\u00eb nj\u00eb skript t\u00eb robotit, q\u00eb shpesh \u00ebsht\u00eb nj\u00eb nevoj\u00eb (si\u00e7 tregon praktika) gjat\u00eb zhvillimit. Pik\u00ebrisht k\u00ebt\u00eb mund\u00ebsi ky\u00e7e e ofrojn\u00eb t\u00eb gjitha platformat m\u00eb t\u00eb njohura RPA, dhe tani kjo mund\u00ebsi \u00ebsht\u00eb b\u00ebr\u00eb e disponueshme nga <noindex><a rel=\"nofollow\" href=\"https:\/\/gitlab.com\/UnicodeLabs\/OpenRPA\">platforma e par\u00eb OpenSource RPA OpenRPA<\/a><\/noindex><\/p>\n<p><\/p>\n<h2 id=\"kak-ustroena-openrpa\">Si \u00ebsht\u00eb nd\u00ebrtuar OpenRPA?<\/h2>\n<p><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/gitlab.com\/UnicodeLabs\/OpenRPA\">OpenRPA<\/a><\/noindex> \u00ebsht\u00eb nj\u00eb projekt OpenSource mbi baz\u00ebn e gjuh\u00ebs s\u00eb programimit Python 3, i cili p\u00ebrb\u00ebhet nga bibliotekat m\u00eb t\u00eb mira ekzistuese python, q\u00eb lejojn\u00eb realizimin e mjetit t\u00eb nevojsh\u00ebm t\u00eb platform\u00ebs RPA (lista e mjeteve kryesore RPA shiko lart).<\/p>\n<p><\/p>\n<p>Lista e bibliotekave kryesore:<\/p>\n<p><\/p>\n<ul>\n<li>pywinauto;<\/li>\n<li>selenium;<\/li>\n<li>keyboard;<\/li>\n<li>pyautogui<\/li>\n<\/ul>\n<p><\/p>\n<p>Duke qen\u00eb se t\u00eb gjitha bibliotekat nuk din\u00eb p\u00ebr ekzistenc\u00ebn e nj\u00ebra-tjetr\u00ebs, n\u00eb OpenRPA \u00ebsht\u00eb realizuar funksioni m\u00eb i r\u00ebnd\u00ebsish\u00ebm i platform\u00ebs RPA, i cili lejon p\u00ebrdorimin e tyre s\u00eb bashku. Kjo manifeston ve\u00e7an\u00ebrisht gjat\u00eb p\u00ebrdorimit t\u00eb bibliotek\u00ebs pywinauto p\u00ebr t\u00eb menaxhuar aplikacionet GUI n\u00eb desktop. N\u00eb k\u00ebt\u00eb fush\u00eb \u00ebsht\u00eb realizuar nj\u00eb plot\u00ebsim i funksionalitetit t\u00eb bibliotek\u00ebs deri n\u00eb nj\u00eb nivel funksionaliteti q\u00eb ofrohet n\u00eb platformat m\u00eb t\u00eb mira RPA (seletor\u00eb p\u00ebr aplikacionet GUI, pavar\u00ebsi nga klasifikimi, studia p\u00ebr krijimin e selektor\u00ebve, etj.).<\/p>\n<p><\/p>\n<h2 id=\"zaklyuchenie\">P\u00ebrfundim<\/h2>\n<p><\/p>\n<p>Bota moderne e IT-s\u00eb sot \u00ebsht\u00eb kaq e hapur p\u00ebr t\u00eb gjith\u00eb, saq\u00eb \u00ebsht\u00eb e v\u00ebshtir\u00eb t\u00eb imagjinohet se ende ekzistojn\u00eb fusha ku dominon vet\u00ebm zgjidhjet me licens\u00eb t\u00eb paguar. Duke marr\u00eb parasysh se kjo politik\u00eb licensimi e kufizon shum\u00eb zhvillimin e k\u00ebsaj fushe, shpresoj se do t\u00eb arrijm\u00eb t\u00eb ndryshojm\u00eb k\u00ebt\u00eb situat\u00eb: q\u00eb \u00e7do kompani t\u00eb mund t\u00eb lejoj\u00eb RPA; q\u00eb koleg\u00ebt tan\u00eb n\u00eb IT t\u00eb ken\u00eb mund\u00ebsi t\u00eb lehta p\u00ebr t\u00eb gjetur pun\u00eb n\u00eb RPA, pavar\u00ebsisht nga situata ekonomike n\u00eb rajonet e tyre (sot, rajonet me ekonomi t\u00eb dob\u00ebt nuk mund ta p\u00ebrballojn\u00eb RPA).<\/p>\n<p><\/p>\n<p>N\u00ebse kjo tem\u00eb \u00ebsht\u00eb interesante p\u00ebr ju, mund t\u00eb hartoj nj\u00eb tutorial specifik p\u00ebr Habr mbi p\u00ebrdorimin e OpenRPA - shkruani n\u00eb komentet.<\/p>\n<p><\/p>\n<p>Faleminderit t\u00eb gjith\u00ebve dhe dit\u00eb t\u00eb mbar\u00eb!<\/p>\n<p>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/506766\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412\u0432\u043e\u0434\u043d\u0430\u044f \u0420\u0430\u043d\u0435\u0435 \u043d\u0430 \u0425\u0430\u0431\u0440\u0435 \u043e\u0447\u0435\u043d\u044c \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u043e\u0441\u0432\u0435\u0449\u0430\u043b\u0430\u0441\u044c \u0442\u0435\u043c\u0430 \u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u0435\u0441\u043a\u0442\u043e\u043f\u043d\u044b\u0445 GUI \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u043d\u0430 Python. \u0412 \u0442\u043e \u0432\u0440\u0435\u043c\u044f \u043c\u0435\u043d\u044f \u043e\u0447\u0435\u043d\u044c \u0441\u0438\u043b\u044c\u043d\u043e \u043f\u0440\u0438\u0432\u043b\u0435\u043a\u043b\u0430 \u044d\u0442\u0430 \u0441\u0442\u0430\u0442\u044c\u044f, \u043f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u0432 \u043d\u0435\u0439 \u0440\u0430\u0441\u043a\u0440\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b, \u0441\u0445\u043e\u0436\u0438\u0435 \u0441 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430\u043c\u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0440\u043e\u0431\u043e\u0442\u043e\u0432. \u0410 \u0442\u0430\u043a \u043a\u0430\u043a \u043f\u043e \u0440\u043e\u0434\u0443 \u0441\u0432\u043e\u0435\u0439 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0439 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u044f \u0437\u0430\u043d\u0438\u043c\u0430\u044e\u0441\u044c \u0440\u043e\u0431\u043e\u0442\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u0431\u0438\u0437\u043d\u0435\u0441-\u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 (RPA \u2014 \u043e\u0431\u043b\u0430\u0441\u0442\u044c, \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u043d\u0435 \u0431\u044b\u043b\u043e \u043f\u043e\u043b\u043d\u043e\u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0445 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-85536","post","type-post","status-publish","format-standard","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412\u0432\u043e\u0434\u043d\u0430\u044f \u0420\u0430\u043d\u0435\u0435 \u043d\u0430 \u0425\u0430\u0431\u0440\u0435 \u043e\u0447\u0435\u043d\u044c \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u043e\u0441\u0432\u0435\u0449\u0430\u043b\u0430\u0441\u044c \u0442\u0435\u043c\u0430 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