{"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\/hu\/blog\/administrirovanie\/otkazyvaemsya-ot-platnyh-rpa-platform-i-baziruemsya-na-opensource-openrpa","title":{"rendered":"Megszabadulunk a fizet\u0151s RPA platformokt\u00f3l \u00e9s az OpenSource-ra (OpenRPA) alapozunk.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<h2 id=\"vvodnaya\">Bevezet\u00e9s<\/h2>\n<p><\/p>\n<p>Kor\u00e1bban a Habr\u00e1n nagyon r\u00e9szletesen t\u00e1rgyalt\u00e1k a t\u00e9m\u00e1t <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/323962\/\">A Python alap\u00fa asztali GUI alkalmaz\u00e1sok automatiz\u00e1l\u00e1s\u00e1r\u00f3l<\/a><\/noindex>. Abban az id\u0151ben ez a cikk nagyon vonzott, mert olyan elemeket t\u00e1r fel, amelyek hasonl\u00f3ak a robotok \u00e9p\u00edt\u00e9s\u00e9hez. Mivel a szakmai tev\u00e9kenys\u00e9gem sor\u00e1n \u00e9n a v\u00e1llalati \u00fczleti folyamatok robotiz\u00e1l\u00e1s\u00e1val (RPA \u2014 olyan ter\u00fclet, ahol a k\u00f6zelm\u00faltig nem voltak teljes funkcionalit\u00e1s\u00fa OpenSource anal\u00f3gi\u00e1k) foglalkozom, ez a t\u00e9ma sz\u00e1momra nagyon aktu\u00e1lis volt.<\/p>\n<p><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p>A legjobb RPA (UI Path, Blueprism, Automation Anywhere \u00e9s m\u00e1sok) megl\u00e9v\u0151 IT megold\u00e1soknak k\u00e9t jelent\u0151s probl\u00e9m\u00e1juk van:<\/p>\n<p><\/p>\n<ul>\n<li>1. probl\u00e9ma: A platform funkcionalit\u00e1s\u00e1nak technikai korl\u00e1tai, mivel a robotok szkriptjeit <u>a f\u0151 DB p\u00e9ld\u00e1nyhoz<\/u> grafikus fel\u00fcleten k\u00e9sz\u00edtik el (igen, van lehet\u0151s\u00e9g programk\u00f3d h\u00edv\u00e1s\u00e1ra, de ez a lehet\u0151s\u00e9g sz\u00e1mos korl\u00e1toz\u00e1ssal j\u00e1r)<\/li>\n<li>2. probl\u00e9ma: Rendk\u00edv\u00fcl dr\u00e1ga a megold\u00e1sok licencel\u00e9si politik\u00e1ja (a legjobb platformok eset\u00e9ben <u>k\u00f6r\u00fclbel\u00fcl 8000$ \u00e9vente egy folyamatosan m\u0171k\u00f6d\u0151 robot\u00e9rt<\/u>). K\u00e9sz\u00edtsen egy tucat robotot, hogy \u00e9vente jelent\u0151s \u00f6sszegeket fizessen licenck\u00f6lts\u00e9gek form\u00e1j\u00e1ban.<\/li>\n<\/ul>\n<p><\/p>\n<p>Mivel ez a piac m\u00e9g nagyon fiatal \u00e9s rendk\u00edv\u00fcl akt\u00edv, m\u00e1r most k\u00f6nnyen tal\u00e1lhat 10+ robotiz\u00e1l\u00e1si megold\u00e1st k\u00fcl\u00f6nb\u00f6z\u0151 \u00e1rpolitikai v\u00e1laszt\u00e9kokkal a Google-ben. De a teljes funkcionalit\u00e1s\u00fa OpenSource megold\u00e1st a k\u00f6zelm\u00faltig lehetetlen volt megtal\u00e1lni. A hangs\u00faly pontosan a teljes funkcionalit\u00e1s\u00fa OpenSource-on van, mert r\u00e9szlegesen szabad robotiz\u00e1l\u00e1si megold\u00e1sokat lehet tal\u00e1lni, de ezek csak a RPA koncepci\u00f3 alapj\u00e1t k\u00e9pez\u0151 kulcstechnol\u00f3gi\u00e1k egy r\u00e9sz\u00e9t k\u00edn\u00e1lt\u00e1k.<\/p>\n<p><\/p>\n<h2 id=\"na-chem-zhe-baziruetsya-koncepciya-rpa\">Mire \u00e9p\u00fcl a RPA koncepci\u00f3ja?<\/h2>\n<p><\/p>\n<p>RPA (<noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/Robotic_process_automation\">Robotikus folyamatautomatikus\u00edt\u00e1s<\/a><\/noindex>) \u2014 ez az egyik legk\u00f6lts\u00e9ghat\u00e9konyabb m\u00f3dja a c\u00e9lok el\u00e9r\u00e9s\u00e9nek. Mivel az RPA azt felt\u00e9telezi, hogy nem kell lemondani a v\u00e1llalat \u00f6sszes \u00f6r\u00f6ks\u00e9grendszer\u00e9r\u0151l, hanem automatikus szkripteket k\u00e9sz\u00edthet\u00fcnk e rendszerek alapjain \u2014 ez el\u0151ny\u00f6ket k\u00edn\u00e1l a fejleszt\u00e9si sebess\u00e9g tekintet\u00e9ben (mivel nem kell \u00fajra\u00e9p\u00edteni a megl\u00e9v\u0151 rendszereket), \u00e9s az \u00fczleti eredm\u00e9nyek szempontj\u00e1b\u00f3l is (megtakar\u00edt\u00e1s <noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Full-time_equivalent\">P\u0160E\/FTE<\/a><\/noindex>, a v\u00e1llalat bev\u00e9tel\u00e9nek n\u00f6vel\u00e9se, a v\u00e1llalat k\u00f6lts\u00e9geinek cs\u00f6kkent\u00e9se).<\/p>\n<p><\/p>\n<p>Az RPA eszk\u00f6zeinek alapj\u00e1t a k\u00f6vetkez\u0151 technol\u00f3gi\u00e1k alkotj\u00e1k:<\/p>\n<p><\/p>\n<ul>\n<li>ny\u00edlt weboldalak b\u00f6ng\u00e9sz\u0151ben val\u00f3 kezel\u00e9se;<\/li>\n<li>ny\u00edlt asztali GUI alkalmaz\u00e1sok kezel\u00e9se;<\/li>\n<li>eg\u00e9r- \u00e9s billenty\u0171zetkezel\u00e9s (billenty\u0171le\u00fct\u00e9sek, gyorsbillenty\u0171k, eg\u00e9rgombok, kurzormozg\u00e1s);<\/li>\n<li>grafikus elemek keres\u00e9se az asztalon, a tov\u00e1bbi eg\u00e9r- \u00e9s\/vagy billenty\u0171zetm\u0171veletek v\u00e9grehajt\u00e1s\u00e1hoz;<\/li>\n<\/ul>\n<p><\/p>\n<p>T\u00f6bb\u00e9ves gyakorlati tapasztalatunk alapj\u00e1n bebizony\u00edtottuk, hogy ez a technol\u00f3giai k\u00e9szlet lehet\u0151v\u00e9 teszi szinte b\u00e1rmilyen \u00fczleti folyamat robotiz\u00e1l\u00e1s\u00e1t, ahol nem sz\u00fcks\u00e9ges a mesters\u00e9ges intelligencia felismer\u00e9si\/alkalmaz\u00e1si eleme (ezekhez az esetekhez a robothoz megfelel\u0151 k\u00f6nyvt\u00e1rakat kell csatlakoztatni, amelyek el\u00e9rhet\u0151k a megl\u00e9v\u0151 IT vil\u00e1gban). <u>B\u00e1rmelyik eml\u00edtett eszk\u00f6z hi\u00e1nya jelent\u0151sen befoly\u00e1solja az RPA lehet\u0151s\u00e9geit.<\/u><\/p>\n<p><\/p>\n<h2 id=\"ved-vse-instrumenty-rpa-mozhno-nayti-v-internete-chego-zhe-togda-ne-hvataet\">Hiszen az \u00f6sszes RPA eszk\u00f6z megtal\u00e1lhat\u00f3 az interneten. H\u00e1t mi\u00e9rt van akkor hi\u00e1ny?<\/h2>\n<p><\/p>\n<p>A legfontosabb dolog hi\u00e1nyzik \u2014 az integrit\u00e1suk hi\u00e1nya. Az a integrit\u00e1s, amely lehet\u0151v\u00e9 teszi a szinergikus hat\u00e1s megval\u00f3s\u00edt\u00e1s\u00e1t k\u00fcl\u00f6nb\u00f6z\u0151 eszk\u00f6z\u00f6k (web, gui, eg\u00e9r, billenty\u0171zet) egy robot skripten bel\u00fcli haszn\u00e1lat\u00e1val, ami gyakran elengedhetetlen (a gyakorlat ezt mutatja) a fejleszt\u00e9s sor\u00e1n. Pontosan ezt a kulcsfontoss\u00e1g\u00fa lehet\u0151s\u00e9get biztos\u00edtj\u00e1k az \u00f6sszes vezet\u0151 RPA platform, \u00e9s most ezt a lehet\u0151s\u00e9get biztos\u00edtja <noindex><a rel=\"nofollow\" href=\"https:\/\/gitlab.com\/UnicodeLabs\/OpenRPA\">az els\u0151 OpenSource RPA platform, az OpenRPA<\/a><\/noindex><\/p>\n<p><\/p>\n<h2 id=\"kak-ustroena-openrpa\">Hogyan m\u0171k\u00f6dik az OpenRPA?<\/h2>\n<p><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/gitlab.com\/UnicodeLabs\/OpenRPA\">OpenRPA<\/a><\/noindex> egy OpenSource projekt, amely a Python 3 programoz\u00e1si nyelven alapul, \u00e9s a legjobb l\u00e9tez\u0151 Python k\u00f6nyvt\u00e1rakb\u00f3l \u00e1ll, amelyek lehet\u0151v\u00e9 teszik az RPA platform sz\u00fcks\u00e9ges eszk\u00f6zeinek megval\u00f3s\u00edt\u00e1s\u00e1t (az RPA kulcseszk\u00f6zeinek felsorol\u00e1sa l\u00e1sd fent).<\/p>\n<p><\/p>\n<p>Kulcsfontoss\u00e1g\u00fa k\u00f6nyvt\u00e1rak list\u00e1ja:<\/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>Mivel az \u00f6sszes k\u00f6nyvt\u00e1r nem tud egym\u00e1s l\u00e9tez\u00e9s\u00e9r\u0151l, az OpenRPA-ban megval\u00f3sult a legfontosabb RPA platform funkci\u00f3ja, amely lehet\u0151v\u00e9 teszi azok egy\u00fcttm\u0171k\u00f6d\u00e9s\u00e9t. Ez k\u00fcl\u00f6n\u00f6sen nyilv\u00e1nval\u00f3 a pywinauto k\u00f6nyvt\u00e1r desktop GUI alkalmaz\u00e1s ir\u00e1ny\u00edt\u00e1s\u00e1ra t\u00f6rt\u00e9n\u0151 haszn\u00e1latakor. Ebben a szf\u00e9r\u00e1ban a k\u00f6nyvt\u00e1r funkcionalit\u00e1s\u00e1t a legjobb RPA platformok \u00e1ltal k\u00edn\u00e1lt szintre fejlesztett\u00e9k (GUI alkalmaz\u00e1sokhoz val\u00f3 szelektorok, architekt\u00faraf\u00fcggetlens\u00e9g, szelektor l\u00e9trehoz\u00f3 st\u00fadi\u00f3 \u00e9s m\u00e1sok).<\/p>\n<p><\/p>\n<h2 id=\"zaklyuchenie\">Z\u00e1r\u00e1s<\/h2>\n<p><\/p>\n<p>A modern IT world is so open to everyone today that it\u2019s hard to imagine that there are still areas dominated only by paid licensed solutions. Since this licensing policy greatly limits the development of this field, I hope we can turn this situation around: so that any company can afford RPA; so that our IT colleagues can easily find work in RPA regardless of the economic situation in their regions (today, regions with weak economies cannot afford RPA).<\/p>\n<p><\/p>\n<p>If this topic is of interest to you, I can create a tutorial specifically for Habr on how to use OpenRPA \u2014 feel free to leave comments.<\/p>\n<p><\/p>\n<p>Thank you all and have a great day!<\/p>\n<p>Forr\u00e1s: <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 5.0.3 - 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 \u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u0435\u0441\u043a\u0442\u043e\u043f\u043d\u044b\u0445 GUI 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