{"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\/pt\/blog\/administrirovanie\/otkazyvaemsya-ot-platnyh-rpa-platform-i-baziruemsya-na-opensource-openrpa","title":{"rendered":"Abandonamos plataformas RPA pagas e nos baseamos em OpenSource (OpenRPA)","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<h2 id=\"vvodnaya\">Introdu\u00e7\u00e3o<\/h2>\n<p><\/p>\n<p>Anteriormente, no Habr, o tema <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/323962\/\">Automa\u00e7\u00e3o de aplica\u00e7\u00f5es GUI desktop em Python<\/a><\/noindex>. Na \u00e9poca, fiquei muito atra\u00eddo por este artigo, pois ele revela elementos semelhantes aos da cria\u00e7\u00e3o de rob\u00f4s. E como, por conta da minha atividade profissional, eu trabalho na robotiza\u00e7\u00e3o dos processos de neg\u00f3cios da empresa (RPA \u2014 uma \u00e1rea que n\u00e3o tinha an\u00e1logos OpenSource completos at\u00e9 recentemente), esse tema era muito relevante para mim.<\/p>\n<p><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p>As principais solu\u00e7\u00f5es de TI existentes na \u00e1rea de RPA (UI Path, Blueprism, Automation Anywhere e outras) t\u00eam 2 problemas significativos:<\/p>\n<p><\/p>\n<ul>\n<li>Problema 1: Limita\u00e7\u00f5es t\u00e9cnicas da funcionalidade da plataforma, uma vez que os scripts dos rob\u00f4s s\u00e3o criados <u>apenas<\/u> em uma interface gr\u00e1fica (sim, h\u00e1 a possibilidade de chamar c\u00f3digo program\u00e1tico, mas essa possibilidade tem suas limita\u00e7\u00f5es)<\/li>\n<li>Problema 2: Pol\u00edtica de licenciamento extremamente cara para a venda dessas solu\u00e7\u00f5es (para as principais plataformas <u>cerca de 8000$ por um rob\u00f4 em funcionamento por ano<\/u>). Crie uma dezena de rob\u00f4s para chegar a um montante anual consider\u00e1vel em royalties de licenciamento.<\/li>\n<\/ul>\n<p><\/p>\n<p>Como esse mercado \u00e9 muito jovem e muito ativo, voc\u00ea j\u00e1 pode facilmente encontrar no Google 10+ solu\u00e7\u00f5es de robotiza\u00e7\u00e3o com diferentes pol\u00edticas de pre\u00e7os. Mas, at\u00e9 recentemente, encontrar uma solu\u00e7\u00e3o OpenSource completa era imposs\u00edvel. E a quest\u00e3o \u00e9 especificamente sobre OpenSource completo, pois solu\u00e7\u00f5es livres parciais de robotiza\u00e7\u00e3o podem ser encontradas, mas elas ofereciam apenas parte das tecnologias-chave nas quais a conceito de RPA \u00e9 baseado.<\/p>\n<p><\/p>\n<h2 id=\"na-chem-zhe-baziruetsya-koncepciya-rpa\">Sobre o que se baseia o conceito de RPA?<\/h2>\n<p><\/p>\n<p>RPA (<noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/Robotic_process_automation\">Automa\u00e7\u00e3o de Processos Rob\u00f3ticos<\/a><\/noindex>) \u00e9 uma das formas mais economicamente vi\u00e1veis de alcan\u00e7ar objetivos. Como o RPA n\u00e3o exige a desist\u00eancia de todos os sistemas legados da empresa, mas sim a cria\u00e7\u00e3o de um script de automa\u00e7\u00e3o com base nesses mesmos sistemas \u2014 isso traz resultados tanto em termos de velocidade de desenvolvimento (porque n\u00e3o \u00e9 necess\u00e1rio reformular o atual zool\u00f3gico de sistemas), quanto em termos de resultado empresarial (economia <noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Full-time_equivalent\">PHE\/FTE<\/a><\/noindex>, aumento da receita da empresa, redu\u00e7\u00e3o de custos da empresa).<\/p>\n<p><\/p>\n<p>As ferramentas de RPA fundamentam-se nas seguintes tecnologias:<\/p>\n<p><\/p>\n<ul>\n<li>gerenciamento de p\u00e1ginas web abertas no navegador;<\/li>\n<li>gerenciamento de aplica\u00e7\u00f5es GUI desktop abertas;<\/li>\n<li>gerenciamento do mouse e teclado (pressionamento de teclas, hotkeys, bot\u00f5es do mouse, movimenta\u00e7\u00e3o do cursor);<\/li>\n<li>busca de elementos gr\u00e1ficos na tela da \u00e1rea de trabalho para aplicar a\u00e7\u00f5es adicionais com o mouse e\/ou teclado;<\/li>\n<\/ul>\n<p><\/p>\n<p>Com anos de experi\u00eancia pr\u00e1tica, conseguimos demonstrar que esse conjunto de tecnologias permite a robotiza\u00e7\u00e3o de praticamente qualquer processo de neg\u00f3cios, onde n\u00e3o \u00e9 necess\u00e1rio um elemento de reconhecimento\/aplica\u00e7\u00e3o de intelig\u00eancia artificial (nestes casos, bibliotecas correspondentes dispon\u00edveis no mundo da TI precisam ser conectadas ao rob\u00f4). <u>A falta de pelo menos uma das ferramentas mencionadas acima tem um impacto significativo nas capacidades de RPA.<\/u><\/p>\n<p><\/p>\n<h2 id=\"ved-vse-instrumenty-rpa-mozhno-nayti-v-internete-chego-zhe-togda-ne-hvataet\">Pois todas as ferramentas de RPA podem ser encontradas na internet. Ent\u00e3o, o que falta?<\/h2>\n<p><\/p>\n<p>Falta o mais importante \u2014 falta a integridade. A integridade que permitir\u00e1 a realiza\u00e7\u00e3o do efeito sinerg\u00e9tico do uso de v\u00e1rias ferramentas (web, GUI, mouse, teclado) em um \u00fanico script de rob\u00f4, o que muitas vezes \u00e9 uma necessidade (como mostra a pr\u00e1tica) durante o desenvolvimento. \u00c9 essa capacidade chave que todas as principais plataformas de RPA oferecem, e agora essa capacidade passou a ser fornecida por <noindex><a rel=\"nofollow\" href=\"https:\/\/gitlab.com\/UnicodeLabs\/OpenRPA\">a primeira plataforma de RPA OpenSource OpenRPA.<\/a><\/noindex><\/p>\n<p><\/p>\n<h2 id=\"kak-ustroena-openrpa\">Como funciona o OpenRPA?<\/h2>\n<p><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/gitlab.com\/UnicodeLabs\/OpenRPA\">OpenRPA<\/a><\/noindex> \u00e9 um projeto OpenSource baseado na linguagem de programa\u00e7\u00e3o Python 3, que consiste nas melhores bibliotecas python existentes, permitindo a implementa\u00e7\u00e3o das ferramentas necess\u00e1rias para a plataforma RPA (veja a lista de ferramentas chave de RPA acima).<\/p>\n<p><\/p>\n<p>Lista das bibliotecas-chave:<\/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>Como todas as bibliotecas n\u00e3o conhecem a exist\u00eancia umas das outras, o OpenRPA implementou a fun\u00e7\u00e3o mais importante da plataforma RPA, que permite us\u00e1-las juntas. Isso \u00e9 especialmente evidente ao usar a biblioteca pywinauto para controlar aplicativos GUI de desktop. Nesta \u00e1rea, houve uma melhoria na funcionalidade da biblioteca at\u00e9 o n\u00edvel oferecido nas melhores plataformas de RPA (seletor para aplicativos GUI, independ\u00eancia de vers\u00e3o, est\u00fadio de cria\u00e7\u00e3o de seletor, etc.).<\/p>\n<p><\/p>\n<h2 id=\"zaklyuchenie\">Conclus\u00e3o<\/h2>\n<p><\/p>\n<p>O mundo da tecnologia da informa\u00e7\u00e3o hoje \u00e9 t\u00e3o aberto que \u00e9 dif\u00edcil imaginar que ainda existem \u00e1reas dominadas apenas por solu\u00e7\u00f5es licenciadas pagas. Como essa pol\u00edtica de licenciamento limita fortemente o desenvolvimento desse setor, espero que possamos mudar essa situa\u00e7\u00e3o: para que qualquer empresa possa se permitir usar RPA; para que nossos colegas de TI possam facilmente encontrar trabalho em RPA, independentemente da situa\u00e7\u00e3o econ\u00f4mica em suas regi\u00f5es (hoje, regi\u00f5es com economias fr\u00e1geis n\u00e3o conseguem se permitir RPA).<\/p>\n<p><\/p>\n<p>Se voc\u00ea se interessar por este tema, posso criar um tutorial especialmente para o Habr sobre como usar o OpenRPA \u2014 escreva nos coment\u00e1rios.<\/p>\n<p><\/p>\n<p>Obrigado a todos e tenha um bom dia!<\/p>\n<p>Fonte: <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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