{"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\/ro\/blog\/administrirovanie\/otkazyvaemsya-ot-platnyh-rpa-platform-i-baziruemsya-na-opensource-openrpa","title":{"rendered":"Renun\u021b\u0103m la platformele RPA pl\u0103tite \u0219i ne baz\u0103m pe OpenSource (OpenRPA)","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<h2 id=\"vvodnaya\">Introducere<\/h2>\n<p><\/p>\n<p>Anterior, pe Habr, a fost discutat\u0103 foarte detaliat tema <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/323962\/\">Automatiz\u0103rii aplica\u021biilor GUI desktop pe Python<\/a><\/noindex>. \u00cen acel moment, m-a atras foarte mult acest articol, deoarece el detaliaz\u0103 elemente asem\u0103n\u0103toare cu cele din crearea robo\u021bilor. \u0218i av\u00e2nd \u00een vedere c\u0103, din cauza activit\u0103\u021bii mele profesionale, m\u0103 ocup cu robotizarea proceselor de afaceri ale companiei (RPA \u2014 un domeniu \u00een care p\u00e2n\u0103 de cur\u00e2nd nu existau echivalente OpenSource complet func\u021bionale), aceast\u0103 tem\u0103 mi-a fost foarte relevant\u0103.<\/p>\n<p><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p>Cele mai bune solu\u021bii IT existente \u00een domeniul RPA (UI Path, Blueprism, Automation Anywhere \u0219i altele) au dou\u0103 probleme semnificative:<\/p>\n<p><\/p>\n<ul>\n<li>Problema 1: Limit\u0103ri tehnice ale func\u021bionalit\u0103\u021bii platformei, deoarece scripturile robo\u021bilor sunt create <u>doar<\/u> \u00eentr-o interfa\u021b\u0103 grafic\u0103 (da, exist\u0103 posibilitatea de a apela cod programatic, dar aceast\u0103 capacitate are o serie de restric\u021bii)<\/li>\n<li>Problema 2: Politica de licen\u021biere extrem de costisitoare pentru v\u00e2nzarea acestor solu\u021bii (Pentru platformele de top <u>aproximativ 8000$ pentru un robot care func\u021bioneaz\u0103 constant pe an<\/u>). Face\u021bi o duzin\u0103 de robo\u021bi pentru a ajunge la o sum\u0103 anual\u0103 considerabil\u0103 sub form\u0103 de pl\u0103\u021bi de licen\u021b\u0103.<\/li>\n<\/ul>\n<p><\/p>\n<p>Dat fiind c\u0103 aceast\u0103 pia\u021b\u0103 este foarte t\u00e2n\u0103r\u0103 \u0219i foarte dinamic\u0103, deja acum pute\u021bi g\u0103si \u00een Google 10+ solu\u021bii de robotizare cu diverse politici de pre\u021b. Dar p\u00e2n\u0103 de cur\u00e2nd, g\u0103sirea unei solu\u021bii OpenSource complet func\u021bionale era imposibil\u0103. Este vorba exact despre o solu\u021bie OpenSource complet func\u021bional\u0103, deoarece solu\u021biile de robotizare par\u021biale se pot g\u0103si, dar acestea ofereau doar o parte din tehnologiile cheie pe care se bazeaz\u0103 conceptul RPA.<\/p>\n<p><\/p>\n<h2 id=\"na-chem-zhe-baziruetsya-koncepciya-rpa\">Pe ce se bazeaz\u0103, deci, conceptul RPA?<\/h2>\n<p><\/p>\n<p>RPA (<noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/Robotic_process_automation\">Automatizarea Proceselor Robotizate<\/a><\/noindex>) este una dintre cele mai rentabile forme de a atinge un obiectiv. Deoarece RPA nu presupune renun\u021barea la diversele sisteme legate de companie, ci crearea unui script necesar de automatizare pe baza acestor sisteme \u2014 acest lucru ofer\u0103 beneficii \u00een ceea ce prive\u0219te viteza de dezvoltare (deoarece nu este necesar s\u0103 refacem zoo-ul existent de sisteme), dar \u0219i \u00een ceea ce prive\u0219te rezultatul de afaceri (economisirea <noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Full-time_equivalent\">PSHE\/FTE<\/a><\/noindex>, cre\u0219terea veniturilor companiei, reducerea cheltuielilor companiei).<\/p>\n<p><\/p>\n<p>La baza instrumentelor RPA se afl\u0103 urm\u0103toarele tehnologii:<\/p>\n<p><\/p>\n<ul>\n<li>gestionarea paginilor web deschise \u00een browser;<\/li>\n<li>managementul aplica\u021biilor GUI desktop deschise;<\/li>\n<li>controlul mouse-ului \u0219i al tastaturii (ap\u0103s\u0103ri de taste, taste rapide, butoane ale mouse-ului, mi\u0219carea cursorului);<\/li>\n<li>c\u0103utarea elementelor grafice pe ecranul desktop-ului pentru aplicarea de ac\u021biuni ulterioare cu mouse-ul \u0219i\/sau tastatura;<\/li>\n<\/ul>\n<p><\/p>\n<p>Prin experien\u021ba noastr\u0103 practic\u0103 de ani de zile, am reu\u0219it s\u0103 demonstr\u0103m c\u0103 acest set de tehnologii permite robotizarea aproape oric\u0103rui proces de afaceri \u00een care nu este nevoie de un element de recunoa\u0219tere\/aplicare a inteligen\u021bei artificiale (\u00een aceste cazuri este necesar s\u0103 conect\u0103m robotul la bibliotecile corespunz\u0103toare disponibile \u00een lumea IT existent\u0103). <u>Lipsa oric\u0103ruia dintre instrumentele enumerate mai sus afecteaz\u0103 semnificativ capacit\u0103\u021bile RPA.<\/u><\/p>\n<p><\/p>\n<h2 id=\"ved-vse-instrumenty-rpa-mozhno-nayti-v-internete-chego-zhe-togda-ne-hvataet\">Toate instrumentele RPA pot fi g\u0103site pe internet. Ce le lipse\u0219te, a\u0219adar?<\/h2>\n<p><\/p>\n<p>Le lipse\u0219te cel mai important lucru \u2014 integritatea lor. Integritatea care va permite realizarea efectului sinergic din utilizarea diferitelor instrumente (web, gui, mouse, tastatur\u0103) \u00eentr-un singur script de robot, ceea ce este adesea o necesitate (dup\u0103 cum arat\u0103 practica) \u00een timpul dezvolt\u0103rii. Aceast\u0103 capacitate cheie este oferit\u0103 de toate platformele RPA de top, iar acum aceast\u0103 capacitate este oferit\u0103 de <noindex><a rel=\"nofollow\" href=\"https:\/\/gitlab.com\/UnicodeLabs\/OpenRPA\">prima platform\u0103 OpenSource RPA OpenRPA<\/a><\/noindex><\/p>\n<p><\/p>\n<h2 id=\"kak-ustroena-openrpa\">Cum func\u021bioneaz\u0103 OpenRPA?<\/h2>\n<p><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/gitlab.com\/UnicodeLabs\/OpenRPA\">OpenRPA<\/a><\/noindex> \u2014 este un proiect OpenSource bazat pe limbajul de programare Python 3, care const\u0103 din cele mai bune biblioteci python existente, care permit realizarea instrumentarului necesar platformei RPA (lista principalelor instrumente RPA se poate vedea mai sus).<\/p>\n<p><\/p>\n<p>Lista principalelor biblioteci:<\/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>Deoarece toate bibliotecile nu sunt con\u0219tiente de existen\u021ba uneia fa\u021b\u0103 de cealalt\u0103, OpenRPA are implementat\u0103 o func\u021bie crucial\u0103 a platformei RPA, care le permite s\u0103 fie utilizate \u00eempreun\u0103. Acest lucru se manifest\u0103 \u00een mod evident atunci c\u00e2nd se utilizeaz\u0103 biblioteca pywinauto pentru controlul aplica\u021biilor GUI desktop. \u00cen acest domeniu, func\u021bionalitatea bibliotecii a fost extins\u0103 la un nivel de func\u021bionalitate care este oferit \u00een cele mai bune platforme RPA (selectori pentru aplica\u021bii GUI, independen\u021ba de arhitectura de bi\u021bi, studioul de creare a selectorului etc.).<\/p>\n<p><\/p>\n<h2 id=\"zaklyuchenie\">Concluzie<\/h2>\n<p><\/p>\n<p>Lumea IT modern\u0103 de ast\u0103zi este at\u00e2t de deschis\u0103 pentru to\u021bi, \u00eenc\u00e2t este greu de imaginat c\u0103 mai exist\u0103 domenii \u00een care predomin\u0103 doar solu\u021biile cu licen\u021b\u0103 pl\u0103tit\u0103. Deoarece aceast\u0103 politic\u0103 de licen\u021biere limiteaz\u0103 foarte mult dezvoltarea acestui domeniu, sper c\u0103 vom putea schimba aceast\u0103 situa\u021bie: astfel \u00eenc\u00e2t orice companie s\u0103 \u00ee\u0219i permit\u0103 RPA; astfel \u00eenc\u00e2t colegii no\u0219tri din IT s\u0103 poat\u0103 g\u0103si cu u\u0219urin\u021b\u0103 un loc de munc\u0103 \u00een RPA, indiferent de situa\u021bia economic\u0103 din regiunile lor (ast\u0103zi, regiunile cu o economie slab\u0103 nu pot s\u0103 \u00ee\u0219i permit\u0103 RPA).<\/p>\n<p><\/p>\n<p>Dac\u0103 aceast\u0103 tem\u0103 va fi de interes pentru dumneavoastr\u0103, pot elabora un tutorial special pentru Habr despre utilizarea OpenRPA - scrie\u021bi \u00een comentarii.<\/p>\n<p><\/p>\n<p>V\u0103 mul\u021bumesc tuturor \u0219i v\u0103 doresc o zi bun\u0103!<\/p>\n<p>Sursa: <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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