{"id":76952,"date":"2024-03-05T18:03:20","date_gmt":"2024-03-05T18:03:20","guid":{"rendered":"https:\/\/www.zaptest.com\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd"},"modified":"2024-03-05T21:12:56","modified_gmt":"2024-03-05T21:12:56","slug":"%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd","title":{"rendered":"\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL &#8211; \u0437\u0430\u0434\u044a\u043b\u0431\u043e\u0447\u0435\u043d\u043e \u0437\u0430\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0435 \u0441 \u0442\u043e\u0432\u0430 \u043a\u0430\u043a\u0432\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0432\u0430, \u0432\u0438\u0434\u043e\u0432\u0435, \u043f\u0440\u043e\u0446\u0435\u0441, \u043f\u043e\u0434\u0445\u043e\u0434\u0438, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0438 \u0434\u0440\u0443\u0433\u0438!"},"content":{"rendered":"<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0438\u0437\u0432\u043b\u0438\u0447\u0430\u043d\u0435\u0442\u043e, \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435\u0442\u043e \u0438 \u043d\u0430\u0442\u043e\u0432\u0430\u0440\u0432\u0430\u043d\u0435\u0442\u043e (Extract Transform Load testing) &#8211; \u043d\u0430\u0439-\u0447\u0435\u0441\u0442\u043e \u043d\u0430\u0440\u0438\u0447\u0430\u043d\u043e ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 &#8211; \u0435 \u0432\u0430\u0436\u0435\u043d \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0432 \u0441\u0432\u0435\u0442\u0430 \u043d\u0430 \u0441\u044a\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u0430\u0442\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438.<\/p>\n<p>\u0415\u043a\u0438\u043f\u0438\u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0441\u044a\u0431\u0438\u0440\u0430\u0442 \u0434\u0430\u043d\u043d\u0438 \u043e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u0446\u0438, \u0437\u0430 \u0434\u0430 \u043c\u043e\u0433\u0430\u0442 \u0434\u0430 \u0433\u0438 \u0441\u044a\u0445\u0440\u0430\u043d\u044f\u0432\u0430\u0442 \u0432 \u0441\u043a\u043b\u0430\u0434\u043e\u0432\u0435 \u0437\u0430 \u0434\u0430\u043d\u043d\u0438 \u0438\u043b\u0438 \u0434\u0430 \u0433\u0438 \u043f\u043e\u0434\u0433\u043e\u0442\u0432\u044f\u0442 \u0437\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438\u0442\u0435 \u0441\u0438 \u0437\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u0440\u0430\u0437\u0443\u0437\u043d\u0430\u0432\u0430\u043d\u0435, \u0437\u0430 \u0434\u0430 \u043f\u043e\u0434\u043f\u043e\u043c\u043e\u0433\u043d\u0430\u0442 \u0432\u0437\u0435\u043c\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0438\u043b\u0438 \u043f\u0440\u043e\u0437\u0440\u0435\u043d\u0438\u044f. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u043f\u043e\u043c\u0430\u0433\u0430 \u0434\u0430 \u0441\u0435 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0430, \u0447\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0438\u0442\u0435, \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0438 \u043f\u0440\u043e\u0437\u0440\u0435\u043d\u0438\u044f\u0442\u0430 \u0441\u0430 \u0432 \u043a\u0440\u0430\u043a \u0441 \u0432\u0440\u0435\u043c\u0435\u0442\u043e \u0438 \u0441\u0430 \u0433\u043e\u0442\u043e\u0432\u0438 \u0434\u0430 \u043f\u043e\u0434\u043a\u0440\u0435\u043f\u044f\u0442 \u0431\u0438\u0437\u043d\u0435\u0441\u0430.<\/p>\n<p>\u041d\u0435\u043a\u0430 \u0434\u0430 \u0440\u0430\u0437\u0433\u043b\u0435\u0434\u0430\u043c\u0435 \u043a\u0430\u043a\u0432\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0432\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 Extract Transform Load \u0438 \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0438, \u043f\u0440\u0435\u0434\u0438 \u0434\u0430 \u0441\u043f\u043e\u0434\u0435\u043b\u0438\u043c \u043d\u044f\u043a\u043e\u0438 \u043e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438\u0442\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u0438 \u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438, \u043a\u043e\u0438\u0442\u043e \u043c\u043e\u0436\u0435\u0442\u0435 \u0434\u0430 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0442\u0435 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL.<\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #b90000;color:#b90000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #b90000;color:#b90000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%B5_Extract-Transform-Load\" >\u041a\u0430\u043a\u0432\u043e \u0435 Extract-Transform-Load,<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%B8_%D0%BA%D0%B0%D0%BA_%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%B8\" >\u0438 \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0438?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#1_%D0%98%D0%B7%D0%B2%D0%BB%D0%B5%D1%87%D0%B5%D0%BD%D0%B8%D0%B5\" >1. \u0418\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#2_%D0%9F%D1%80%D0%B5%D0%BE%D0%B1%D1%80%D0%B0%D0%B7%D1%83%D0%B2%D0%B0%D0%BD%D0%B5\" >2. \u041f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#3_%D0%9D%D0%B0%D1%82%D0%BE%D0%B2%D0%B0%D1%80%D0%B2%D0%B0%D0%BD%D0%B5\" >3. \u041d\u0430\u0442\u043e\u0432\u0430\u0440\u0432\u0430\u043d\u0435:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%B5%D0%B4%D1%81%D1%82%D0%B0%D0%B2%D0%BB%D1%8F%D0%B2%D0%B0_ETL_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5%D1%82%D0%BE\" >\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0432\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA_%D1%81%D0%B5_%D1%82%D1%80%D0%B0%D0%BD%D1%81%D1%84%D0%BE%D1%80%D0%BC%D0%B8%D1%80%D0%B0_%D0%B5%D0%BA%D1%81%D1%82%D1%80%D0%B0%D0%BA%D1%82%D1%8A%D1%82\" >\u041a\u0430\u043a \u0441\u0435 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0438\u0440\u0430 \u0435\u043a\u0441\u0442\u0440\u0430\u043a\u0442\u044a\u0442<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%BD%D0%B0%D1%82%D0%BE%D0%B2%D0%B0%D1%80%D0%B2%D0%B0%D0%BD%D0%B5%D1%82%D0%BE\" >\u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u043d\u0430\u0442\u043e\u0432\u0430\u0440\u0432\u0430\u043d\u0435\u0442\u043e?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#1_%D0%98%D0%B7%D0%B2%D0%BB%D0%B5%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-2\" >1. \u0418\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#2_%D0%A2%D1%80%D0%B0%D0%BD%D1%81%D1%84%D0%BE%D1%80%D0%BC%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0\" >2. \u0422\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0438\u0440\u0430\u043d\u0435 \u043d\u0430<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#3_%D0%97%D0%B0%D1%80%D0%B5%D0%B6%D0%B4%D0%B0%D0%BD%D0%B5\" >3. \u0417\u0430\u0440\u0435\u0436\u0434\u0430\u043d\u0435<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%A0%D0%B0%D0%B7%D0%BB%D0%B8%D1%87%D0%BD%D0%B8_%D0%B2%D0%B8%D0%B4%D0%BE%D0%B2%D0%B5_ETL_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5\" >\u0420\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0432\u0438\u0434\u043e\u0432\u0435 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#1_%D0%A2%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%B7%D0%B0_%D0%B2%D0%B0%D0%BB%D0%B8%D0%B4%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B8%D0%B7%D1%85%D0%BE%D0%B4%D0%BD%D0%B8%D1%82%D0%B5_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8\" >1. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0437\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0438\u0437\u0445\u043e\u0434\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5\" >\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0\" >\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#2_%D0%98%D0%B7%D0%BF%D0%B8%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%B7%D0%B0_%D1%81%D1%8A%D0%B3%D0%BB%D0%B0%D1%81%D1%83%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8%D1%82%D0%B5_%D0%BE%D1%82_%D0%B8%D0%B7%D1%82%D0%BE%D1%87%D0%BD%D0%B8%D0%BA%D0%B0_%D0%BA%D1%8A%D0%BC_%D1%86%D0%B5%D0%BB%D1%82%D0%B0\" >2. \u0418\u0437\u043f\u0438\u0442\u0432\u0430\u043d\u0435 \u0437\u0430 \u0441\u044a\u0433\u043b\u0430\u0441\u0443\u0432\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u043e\u0442 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a\u0430 \u043a\u044a\u043c \u0446\u0435\u043b\u0442\u0430<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-2\" >\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-2\" >\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#3_%D0%A2%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D1%82%D1%80%D0%B0%D0%BD%D1%81%D1%84%D0%BE%D1%80%D0%BC%D0%B0%D1%86%D0%B8%D1%8F%D1%82%D0%B0_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8\" >3. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u0442\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-3\" >\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-3\" >\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#4_%D0%A2%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%B7%D0%B0_%D0%B2%D0%B0%D0%BB%D0%B8%D0%B4%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8%D1%82%D0%B5\" >4. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0437\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-4\" >\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-4\" >\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#5_%D0%A2%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D1%80%D0%B5%D1%84%D0%B5%D1%80%D0%B5%D0%BD%D1%82%D0%BD%D0%B0%D1%82%D0%B0_%D1%86%D1%8F%D0%BB%D0%BE%D1%81%D1%82_%D0%BD%D0%B0_ETL\" >5. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0440\u0435\u0444\u0435\u0440\u0435\u043d\u0442\u043d\u0430\u0442\u0430 \u0446\u044f\u043b\u043e\u0441\u0442 \u043d\u0430 ETL<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-5\" >\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-5\" >\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#6_%D0%A2%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B8%D0%BD%D1%82%D0%B5%D0%B3%D1%80%D0%B0%D1%86%D0%B8%D1%8F%D1%82%D0%B0\" >6. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f\u0442\u0430<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-6\" >\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-6\" >\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#7_%D0%98%D0%B7%D0%BF%D0%B8%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B5%D1%84%D0%B5%D0%BA%D1%82%D0%B8%D0%B2%D0%BD%D0%BE%D1%81%D1%82%D1%82%D0%B0\" >7. \u0418\u0437\u043f\u0438\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0435\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0442\u0430<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-7\" >\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-7\" >\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#8_%D0%A4%D1%83%D0%BD%D0%BA%D1%86%D0%B8%D0%BE%D0%BD%D0%B0%D0%BB%D0%BD%D0%BE_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5\" >8. \u0424\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-8\" >\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-8\" >\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#9_%D0%A0%D0%B5%D0%B3%D1%80%D0%B5%D1%81%D0%B8%D0%BE%D0%BD%D0%BD%D0%BE_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5\" >9. \u0420\u0435\u0433\u0440\u0435\u0441\u0438\u043e\u043d\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-9\" >\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-9\" >\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#8_%D0%B5%D1%82%D0%B0%D0%BF%D0%B0_%D0%BD%D0%B0_ETL_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D1%81\" >8 \u0435\u0442\u0430\u043f\u0430 \u043d\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0441<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#8_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%BD%D0%B8_%D1%81%D1%8A%D0%B2%D0%B5%D1%82%D0%B0_%D0%B7%D0%B0_%D1%83%D1%81%D0%BF%D0%B5%D1%85\" >8 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u043d\u0438 \u0441\u044a\u0432\u0435\u0442\u0430 \u0437\u0430 \u0443\u0441\u043f\u0435\u0445<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#1_%D0%A1%D1%8A%D0%B1%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B1%D0%B8%D0%B7%D0%BD%D0%B5%D1%81_%D0%B8%D0%B7%D0%B8%D1%81%D0%BA%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F\" >#1. \u0421\u044a\u0431\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0\" >\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#2_%D0%98%D0%B4%D0%B5%D0%BD%D1%82%D0%B8%D1%84%D0%B8%D1%86%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%B8_%D0%B2%D0%B0%D0%BB%D0%B8%D0%B4%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B8%D0%B7%D1%82%D0%BE%D1%87%D0%BD%D0%B8%D1%86%D0%B8_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8\" >#2. \u0418\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u0430\u043d\u0435 \u0438 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u0446\u0438 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-2\" >\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#3_%D0%9D%D0%B0%D0%BF%D0%B8%D1%81%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D1%82%D0%B5%D1%81%D1%82%D0%BE%D0%B2%D0%B8_%D1%81%D0%BB%D1%83%D1%87%D0%B0%D0%B8\" >#3. \u041d\u0430\u043f\u0438\u0441\u0432\u0430\u043d\u0435 \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0438 \u0441\u043b\u0443\u0447\u0430\u0438<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-3\" >\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#4_%D0%98%D0%B7%D0%BF%D1%8A%D0%BB%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5_%D0%BD%D0%B0_%D1%82%D0%B5%D1%81%D1%82%D0%BE%D0%B2%D0%B8_%D1%81%D0%BB%D1%83%D1%87%D0%B0%D0%B8\" >#4. \u0418\u0437\u043f\u044a\u043b\u043d\u0435\u043d\u0438\u0435 \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0438 \u0441\u043b\u0443\u0447\u0430\u0438<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-4\" >\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-50\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#5_%D0%93%D0%B5%D0%BD%D0%B5%D1%80%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%BE%D1%82%D1%87%D0%B5%D1%82%D0%B8\" >#5. \u0413\u0435\u043d\u0435\u0440\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u043e\u0442\u0447\u0435\u0442\u0438<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-51\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-5\" >\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-52\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#6_%D0%9F%D0%BE%D0%B2%D1%82%D0%BE%D1%80%D0%BD%D0%BE_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%B7%D0%B0_%D0%B3%D1%80%D0%B5%D1%88%D0%BA%D0%B8_%D0%B8_%D0%B4%D0%B5%D1%84%D0%B5%D0%BA%D1%82%D0%B8\" >#6. \u041f\u043e\u0432\u0442\u043e\u0440\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0437\u0430 \u0433\u0440\u0435\u0448\u043a\u0438 \u0438 \u0434\u0435\u0444\u0435\u043a\u0442\u0438<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-53\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-6\" >\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-54\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#7_%D0%9E%D0%BA%D0%BE%D0%BD%D1%87%D0%B0%D1%82%D0%B5%D0%BB%D0%BD%D0%B8_%D0%B4%D0%BE%D0%BA%D0%BB%D0%B0%D0%B4%D0%B8\" >#7. \u041e\u043a\u043e\u043d\u0447\u0430\u0442\u0435\u043b\u043d\u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u0438<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-55\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-7\" >\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-56\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#8_%D0%9F%D1%80%D0%B8%D0%BA%D0%BB%D1%8E%D1%87%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%BE%D1%82%D1%87%D0%B5%D1%82%D0%B8%D1%82%D0%B5\" >#8. \u041f\u0440\u0438\u043a\u043b\u044e\u0447\u0432\u0430\u043d\u0435 \u043d\u0430 \u043e\u0442\u0447\u0435\u0442\u0438\u0442\u0435<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-57\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-8\" >\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-58\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%98%D0%B7%D0%B2%D0%BB%D0%B5%D1%87%D0%B5%D1%82%D0%B5_%D1%82%D1%80%D0%B0%D0%BD%D1%81%D1%84%D0%BE%D1%80%D0%BC%D0%B0%D1%86%D0%B8%D1%8F%D1%82%D0%B0_%D0%BD%D0%B0_%D1%82%D0%B5%D1%81%D1%82%D0%BE%D0%B2%D0%B5%D1%82%D0%B5_%D0%B7%D0%B0_%D0%BD%D0%B0%D1%82%D0%BE%D0%B2%D0%B0%D1%80%D0%B2%D0%B0%D0%BD%D0%B5\" >\u0418\u0437\u0432\u043b\u0435\u0447\u0435\u0442\u0435 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u0442\u0430 \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0435\u0442\u0435 \u0437\u0430 \u043d\u0430\u0442\u043e\u0432\u0430\u0440\u0432\u0430\u043d\u0435<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-59\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#1_%D0%A2%D0%BE%D1%87%D0%BD%D0%BE%D1%81%D1%82_%D0%B8_%D1%86%D1%8F%D0%BB%D0%BE%D1%81%D1%82_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8%D1%82%D0%B5\" >1. \u0422\u043e\u0447\u043d\u043e\u0441\u0442 \u0438 \u0446\u044f\u043b\u043e\u0441\u0442 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-60\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#2_%D0%A1%D0%BF%D0%B5%D1%81%D1%82%D1%8F%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B2%D1%80%D0%B5%D0%BC%D0%B5_%D0%B8_%D0%BF%D0%B0%D1%80%D0%B8\" >2. \u0421\u043f\u0435\u0441\u0442\u044f\u0432\u0430\u043d\u0435 \u043d\u0430 \u0432\u0440\u0435\u043c\u0435 \u0438 \u043f\u0430\u0440\u0438<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-61\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#3_%D0%98%D0%B7%D0%BF%D1%8A%D0%BB%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5\" >3. \u0418\u0437\u043f\u044a\u043b\u043d\u0435\u043d\u0438\u0435<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-62\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#4_%D0%A1%D1%8A%D0%BE%D1%82%D0%B2%D0%B5%D1%82%D1%81%D1%82%D0%B2%D0%B8%D0%B5\" >4. \u0421\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-63\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#5_%D0%9F%D0%BE-%D0%B4%D0%BE%D0%B1%D1%80%D0%BE_%D0%B2%D0%B7%D0%B5%D0%BC%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D1%80%D0%B5%D1%88%D0%B5%D0%BD%D0%B8%D1%8F\" >5. \u041f\u043e-\u0434\u043e\u0431\u0440\u043e \u0432\u0437\u0435\u043c\u0430\u043d\u0435 \u043d\u0430 \u0440\u0435\u0448\u0435\u043d\u0438\u044f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-64\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9F%D1%80%D0%B5%D0%B4%D0%B8%D0%B7%D0%B2%D0%B8%D0%BA%D0%B0%D1%82%D0%B5%D0%BB%D1%81%D1%82%D0%B2%D0%B0_%D1%81%D0%B2%D1%8A%D1%80%D0%B7%D0%B0%D0%BD%D0%B8_%D1%81_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5%D1%82%D0%BE_%D0%BD%D0%B0_ETL\" >\u041f\u0440\u0435\u0434\u0438\u0437\u0432\u0438\u043a\u0430\u0442\u0435\u043b\u0441\u0442\u0432\u0430, \u0441\u0432\u044a\u0440\u0437\u0430\u043d\u0438 \u0441 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-65\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#1_%D0%9E%D0%B1%D0%B5%D0%BC_%D0%B8_%D1%81%D0%BB%D0%BE%D0%B6%D0%BD%D0%BE%D1%81%D1%82_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8%D1%82%D0%B5\" >1. \u041e\u0431\u0435\u043c \u0438 \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-66\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#2_%D0%97%D0%B0%D0%B2%D0%B8%D1%81%D0%B8%D0%BC%D0%BE%D1%81%D1%82_%D0%BE%D1%82_%D0%B8%D0%B7%D1%85%D0%BE%D0%B4%D0%BD%D0%B0%D1%82%D0%B0_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D0%B0\" >2. \u0417\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442 \u043e\u0442 \u0438\u0437\u0445\u043e\u0434\u043d\u0430\u0442\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-67\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#3_%D0%A1%D0%BB%D0%BE%D0%B6%D0%BD%D0%BE%D1%81%D1%82_%D0%BD%D0%B0_%D1%82%D1%80%D0%B0%D0%BD%D1%81%D1%84%D0%BE%D1%80%D0%BC%D0%B0%D1%86%D0%B8%D1%8F%D1%82%D0%B0\" >3. \u0421\u043b\u043e\u0436\u043d\u043e\u0441\u0442 \u043d\u0430 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u0442\u0430<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-68\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#4_%D0%9F%D1%80%D0%BE%D0%BC%D0%B5%D0%BD%D1%8F%D1%89%D0%B8_%D1%81%D0%B5_%D0%B8%D0%B7%D0%B8%D1%81%D0%BA%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F\" >4. \u041f\u0440\u043e\u043c\u0435\u043d\u044f\u0449\u0438 \u0441\u0435 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-69\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#5_%D0%9E%D0%B3%D1%80%D0%B0%D0%BD%D0%B8%D1%87%D0%B5%D0%BD%D0%B8%D1%8F_%D0%BD%D0%B0_%D1%82%D0%B5%D1%81%D1%82%D0%BE%D0%B2%D0%B0%D1%82%D0%B0_%D1%81%D1%80%D0%B5%D0%B4%D0%B0\" >5. \u041e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0430\u0442\u0430 \u0441\u0440\u0435\u0434\u0430<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-70\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%A1%D1%8A%D0%B2%D0%B5%D1%82%D0%B8_%D0%B8_%D0%BD%D0%B0%D0%B9-%D0%B4%D0%BE%D0%B1%D1%80%D0%B8_%D0%BF%D1%80%D0%B0%D0%BA%D1%82%D0%B8%D0%BA%D0%B8_%D0%B7%D0%B0_ETL\" >\u0421\u044a\u0432\u0435\u0442\u0438 \u0438 \u043d\u0430\u0439-\u0434\u043e\u0431\u0440\u0438 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0438 \u0437\u0430 ETL<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-71\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#1_%D0%9D%D0%B5%D0%BF%D1%80%D0%B5%D0%BA%D1%8A%D1%81%D0%BD%D0%B0%D1%82%D0%BE_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5\" >#1. \u041d\u0435\u043f\u0440\u0435\u043a\u044a\u0441\u043d\u0430\u0442\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-72\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#2_%D0%9D%D0%B8%D0%BA%D0%BE%D0%B9_ETL_%D1%82%D0%B5%D1%81%D1%82%D0%B5%D1%80_%D0%BD%D0%B5_%D0%B5_%D0%BE%D1%81%D1%82%D1%80%D0%BE%D0%B2\" >#2. \u041d\u0438\u043a\u043e\u0439 ETL \u0442\u0435\u0441\u0442\u0435\u0440 \u043d\u0435 \u0435 \u043e\u0441\u0442\u0440\u043e\u0432<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-73\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#3_%D0%A1%D0%BE%D0%BB%D0%B8%D0%B4%D0%BD%D0%B0%D1%82%D0%B0_%D0%B4%D0%BE%D0%BA%D1%83%D0%BC%D0%B5%D0%BD%D1%82%D0%B0%D1%86%D0%B8%D1%8F_%D0%B5_%D0%BE%D1%82_%D1%80%D0%B5%D1%88%D0%B0%D0%B2%D0%B0%D1%89%D0%BE_%D0%B7%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5\" >#3. \u0421\u043e\u043b\u0438\u0434\u043d\u0430\u0442\u0430 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u0435 \u043e\u0442 \u0440\u0435\u0448\u0430\u0432\u0430\u0449\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-74\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#4_%D0%90%D0%B2%D1%82%D0%BE%D0%BC%D0%B0%D1%82%D0%B8%D0%B7%D0%B8%D1%80%D0%B0%D0%B9%D1%82%D0%B5_%D0%B2%D1%8A%D0%B7%D0%BC%D0%BE%D0%B6%D0%BD%D0%BE_%D0%BD%D0%B0%D0%B9-%D0%BC%D0%BD%D0%BE%D0%B3%D0%BE\" >#4. \u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u0430\u0439\u0442\u0435 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0439-\u043c\u043d\u043e\u0433\u043e<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-75\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%9D%D0%B0%D0%B9-%D0%B4%D0%BE%D0%B1%D1%80%D0%B8%D1%82%D0%B5_%D0%B8%D0%BD%D1%81%D1%82%D1%80%D1%83%D0%BC%D0%B5%D0%BD%D1%82%D0%B8_%D0%B7%D0%B0_%D0%B0%D0%B2%D1%82%D0%BE%D0%BC%D0%B0%D1%82%D0%B8%D0%B7%D0%B8%D1%80%D0%B0%D0%BD%D0%BE_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_ETL\" >\u041d\u0430\u0439-\u0434\u043e\u0431\u0440\u0438\u0442\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0437\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u0430\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-76\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#5_QuerySurge\" >#5. QuerySurge<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-77\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#4_iCEDQ\" >#4. iCEDQ<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-78\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#3_RightData\" >#3. RightData<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-79\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#2_%D0%9E%D1%86%D0%B5%D0%BD%D1%8F%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%BA%D0%B0%D1%87%D0%B5%D1%81%D1%82%D0%B2%D0%BE%D1%82%D0%BE\" >#2. \u041e\u0446\u0435\u043d\u044f\u0432\u0430\u043d\u0435 \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-80\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#1_ZAPTEST_%D0%98%D0%B7%D0%B1%D0%BE%D1%80_%D0%BD%D0%BE%D0%BC%D0%B5%D1%80_1_%D0%B7%D0%B0_ETL_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5\" >#1. ZAPTEST: \u0418\u0437\u0431\u043e\u0440 \u043d\u043e\u043c\u0435\u0440 1 \u0437\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-81\" href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-etl-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7%d0%b0%d0%bf%d0%be%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd\/#%D0%97%D0%B0%D0%BA%D0%BB%D1%8E%D1%87%D0%B8%D1%82%D0%B5%D0%BB%D0%BD%D0%B8_%D0%BC%D0%B8%D1%81%D0%BB%D0%B8\" >\u0417\u0430\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u043d\u0438 \u043c\u0438\u0441\u043b\u0438<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%B5_Extract-Transform-Load\"><\/span><strong>\u041a\u0430\u043a\u0432\u043e \u0435 Extract-Transform-Load,  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%D0%B8_%D0%BA%D0%B0%D0%BA_%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%B8\"><\/span><strong>\u0438 \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0438?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"555f5e\" data-has-transparency=\"false\" style=\"--dominant-color: #555f5e;\" decoding=\"async\" class=\"aligncenter wp-image-76896 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-683x1024.webp\" alt=\"\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL - \u0437\u0430\u0434\u044a\u043b\u0431\u043e\u0447\u0435\u043d\u043e \u0437\u0430\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0435 \u0441 \u0442\u043e\u0432\u0430 \u043a\u0430\u043a\u0432\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0432\u0430, \u0432\u0438\u0434\u043e\u0432\u0435, \u043f\u0440\u043e\u0446\u0435\u0441, \u043f\u043e\u0434\u0445\u043e\u0434\u0438, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0438 \u0434\u0440\u0443\u0433\u0438!\" width=\"216\" height=\"324\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-683x1024.webp 683w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-200x300.webp 200w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-768x1152.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1024x1536.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1365x2048.webp 1365w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1080x1620.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1280x1920.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-980x1470.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-480x720.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-scaled.webp 1707w\" sizes=\"(max-width: 216px) 100vw, 216px\" \/><\/p>\n<p>\u0418\u0437\u0432\u043b\u0438\u0447\u0430\u043d\u0435\u0442\u043e, \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u0438 \u0437\u0430\u0440\u0435\u0436\u0434\u0430\u043d\u0435\u0442\u043e (ETL) \u0435 \u043a\u043b\u044e\u0447\u043e\u0432\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u044f \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0442\u0430 \u043d\u0430 \u0441\u043a\u043b\u0430\u0434\u043e\u0432\u0435\u0442\u0435 \u0437\u0430 \u0434\u0430\u043d\u043d\u0438 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0442\u0435. \u041f\u043e \u0441\u044a\u0449\u0435\u0441\u0442\u0432\u043e ETL \u043e\u043f\u0438\u0441\u0432\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 \u043d\u0430 \u0441\u044a\u0431\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438 \u043e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u0446\u0438 \u0438 \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u0438\u0437\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u0438\u043c \u0432 \u0441\u043a\u043b\u0430\u0434 \u0437\u0430 \u0434\u0430\u043d\u043d\u0438 \u0438\u043b\u0438 \u0435\u0437\u0435\u0440\u043e \u043e\u0442 \u0434\u0430\u043d\u043d\u0438.<\/p>\n<p>\u041d\u0435\u043a\u0430 \u0434\u0430 \u0440\u0430\u0437\u0434\u0435\u043b\u0438\u043c \u043f\u0440\u043e\u0446\u0435\u0441\u0430 ETL \u043d\u0430 \u0441\u044a\u0441\u0442\u0430\u0432\u043d\u0438\u0442\u0435 \u043c\u0443 \u0447\u0430\u0441\u0442\u0438, \u0437\u0430 \u0434\u0430 \u0433\u043e \u0440\u0430\u0437\u0431\u0435\u0440\u0435\u0442\u0435 \u043f\u043e-\u044f\u0441\u043d\u043e.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%D0%98%D0%B7%D0%B2%D0%BB%D0%B5%D1%87%D0%B5%D0%BD%D0%B8%D0%B5\"><\/span><strong>1. \u0418\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0414\u0430\u043d\u043d\u0438\u0442\u0435 \u0441\u0435 \u0438\u0437\u0432\u043b\u0438\u0447\u0430\u0442 \u043e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u0446\u0438. \u0422\u0435\u0437\u0438 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u0446\u0438 \u043c\u043e\u0433\u0430\u0442 \u0434\u0430 \u0431\u044a\u0434\u0430\u0442 \u0441\u044a\u0449\u0435\u0441\u0442\u0432\u0443\u0432\u0430\u0449\u0430 \u0431\u0430\u0437\u0430 \u0434\u0430\u043d\u043d\u0438, ERP \u0438\u043b\u0438 CRM \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435, \u0435\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u0438 \u0442\u0430\u0431\u043b\u0438\u0446\u0438, \u0443\u0435\u0431 \u0443\u0441\u043b\u0443\u0433\u0438 \u0438\u043b\u0438 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0444\u0430\u0439\u043b\u043e\u0432\u0435.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%D0%9F%D1%80%D0%B5%D0%BE%D0%B1%D1%80%D0%B0%D0%B7%D1%83%D0%B2%D0%B0%D0%BD%D0%B5\"><\/span><strong>2. \u041f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0421\u043b\u0435\u0434 \u043a\u0430\u0442\u043e \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u0442\u0435 \u0434\u0430\u043d\u043d\u0438\u0442\u0435, \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0433\u0438 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0438\u0440\u0430\u0442\u0435, \u0442\u0430\u043a\u0430 \u0447\u0435 \u0434\u0430 \u0441\u0430 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449\u0438 \u0437\u0430 \u0441\u044a\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0438\u043b\u0438 \u0430\u043d\u0430\u043b\u0438\u0437. \u041f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 \u043c\u043e\u0436\u0435 \u0434\u0430 \u0432\u043a\u043b\u044e\u0447\u0432\u0430 \u043f\u043e\u0447\u0438\u0441\u0442\u0432\u0430\u043d\u0435 \u0438 \u043d\u043e\u0440\u043c\u0430\u043b\u0438\u0437\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0438 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435\u0442\u043e \u0438\u043c \u0432 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449 \u0444\u043e\u0440\u043c\u0430\u0442.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%D0%9D%D0%B0%D1%82%D0%BE%D0%B2%D0%B0%D1%80%D0%B2%D0%B0%D0%BD%D0%B5\"><\/span><strong>3. \u041d\u0430\u0442\u043e\u0432\u0430\u0440\u0432\u0430\u043d\u0435:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u041f\u043e\u0441\u043b\u0435\u0434\u043d\u0430\u0442\u0430 \u0447\u0430\u0441\u0442 \u043e\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 \u0441\u0435 \u0441\u044a\u0441\u0442\u043e\u0438 \u0432 \u0437\u0430\u0440\u0435\u0436\u0434\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438 \u0432 \u0446\u0435\u043b\u0435\u0432\u0430\u0442\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430. \u0422\u0430\u0437\u0438 \u0446\u0435\u043b\u0435\u0432\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043c\u043e\u0436\u0435 \u0434\u0430 \u0431\u044a\u0434\u0435 \u0441\u043a\u043b\u0430\u0434 \u0437\u0430 \u0434\u0430\u043d\u043d\u0438, \u0435\u0437\u0435\u0440\u043e \u043e\u0442 \u0434\u0430\u043d\u043d\u0438 \u0438\u043b\u0438 \u0434\u0440\u0443\u0433\u043e \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435.<\/p>\n<p>&nbsp;<\/p>\n<p>\u041c\u0430\u043a\u0430\u0440 \u0447\u0435 <a href=\"https:\/\/www.ibm.com\/topics\/etl\">ETL \u0441\u044a\u0449\u0435\u0441\u0442\u0432\u0443\u0432\u0430 \u043e\u0442 70-\u0442\u0435 \u0433\u043e\u0434\u0438\u043d\u0438 \u043d\u0430 \u043c\u0438\u043d\u0430\u043b\u0438\u044f \u0432\u0435\u043a<\/a>, \u043d\u0430\u043f\u043e\u0441\u043b\u0435\u0434\u044a\u043a \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435\u0442\u043e \u043c\u0443 \u043d\u0430\u0440\u0430\u0441\u0442\u0432\u0430 \u043f\u043e\u0440\u0430\u0434\u0438 \u043f\u043e-\u0448\u0438\u0440\u043e\u043a\u043e\u0442\u043e \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u043d\u0435 \u043e\u0442 \u0441\u0442\u0440\u0430\u043d\u0430 \u043d\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u043e\u0431\u0449\u043d\u043e\u0441\u0442\u0438\u0442\u0435 \u043d\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0438, \u0431\u0430\u0437\u0438\u0440\u0430\u043d\u0438 \u043d\u0430 \u043e\u0431\u043b\u0430\u0446\u0438, \u0434\u0430\u043d\u043d\u0438 \u0432 \u0440\u0435\u0430\u043b\u043d\u043e \u0432\u0440\u0435\u043c\u0435, \u0430\u043d\u0430\u043b\u0438\u0437\u0438 \u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0437\u0430 ML\/AI.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%B5%D0%B4%D1%81%D1%82%D0%B0%D0%B2%D0%BB%D1%8F%D0%B2%D0%B0_ETL_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5%D1%82%D0%BE\"><\/span><strong>\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0432\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"112030\" data-has-transparency=\"false\" style=\"--dominant-color: #112030;\" decoding=\"async\" class=\"aligncenter wp-image-76245 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1024x683.webp\" alt=\"\u041f\u043b\u0430\u043d \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043f\u0440\u0438 \u0441\u043e\u0444\u0442\u0443\u0435\u0440\u043d\u043e\u0442\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 - \u043a\u0430\u043a\u0432\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0432\u0430, \u0432\u0438\u0434\u043e\u0432\u0435, \u043f\u0440\u043e\u0446\u0435\u0441, \u043f\u043e\u0434\u0445\u043e\u0434\u0438, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0438 \u0434\u0440\u0443\u0433\u0438!\" width=\"542\" height=\"361\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-jpg.webp 1920w\" sizes=\"(max-width: 542px) 100vw, 542px\" \/><\/p>\n<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0435 \u0432\u0438\u0434 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430\u0442\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438, \u043a\u043e\u0435\u0442\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430 \u0434\u0430\u043b\u0438 \u0434\u0430\u043d\u043d\u0438\u0442\u0435, \u0441\u044a\u0431\u0440\u0430\u043d\u0438 \u043e\u0442 \u0435\u0434\u0438\u043d \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a, \u0441\u0430 \u0431\u0438\u043b\u0438 \u0442\u043e\u0447\u043d\u043e \u043f\u0440\u0435\u0434\u0430\u0434\u0435\u043d\u0438 \u043d\u0430 \u043c\u0435\u0441\u0442\u043e\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435\u0442\u043e \u0438\u043c. \u041a\u0430\u043a\u0442\u043e \u0449\u0435 \u043f\u0440\u043e\u0447\u0435\u0442\u0435\u0442\u0435 \u043f\u043e-\u0433\u043e\u0440\u0435, \u0441\u043b\u0435\u0434 \u043a\u0430\u0442\u043e \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0441\u0430 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438, \u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0431\u044a\u0434\u0430\u0442 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0438\u0440\u0430\u043d\u0438 \u0432 \u0441\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 \u0441 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430. \u0422\u0430\u0437\u0438 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043f\u043e\u043d\u044f\u043a\u043e\u0433\u0430 \u043c\u043e\u0436\u0435 \u0434\u0430 \u0434\u043e\u0432\u0435\u0434\u0435 \u0434\u043e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438 \u0441 \u0434\u0430\u043d\u043d\u0438\u0442\u0435. \u041f\u043e\u0434\u0445\u043e\u0434\u044a\u0442 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u043f\u043e\u043c\u0430\u0433\u0430 \u0434\u0430 \u0441\u0435 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0430, \u0447\u0435 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0441\u0430 \u043d\u0430\u0434\u0435\u0436\u0434\u043d\u0438 \u0438 \u0442\u043e\u0447\u043d\u0438.<\/p>\n<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0435 \u0432\u0438\u0434 <a href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-%d1%87%d0%b5%d1%80%d0%bd%d0%b0%d1%82%d0%b0-%d0%ba%d1%83%d1%82%d0%b8%d1%8f-%d0%ba%d0%b0%d0%ba%d0%b2%d0%be-%d0%bf%d1%80%d0%b5%d0%b4%d1%81\">\u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 &#8222;\u0447\u0435\u0440\u043d\u0430 \u043a\u0443\u0442\u0438\u044f&#8220;<\/a>, \u0442\u044a\u0439 \u043a\u0430\u0442\u043e \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 \u043d\u0430 \u043e\u0431\u043c\u0435\u043d, \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435 \u0438 \u0437\u0430\u0440\u0435\u0436\u0434\u0430\u043d\u0435 \u0447\u0440\u0435\u0437 \u0441\u0440\u0430\u0432\u043d\u044f\u0432\u0430\u043d\u0435 \u043d\u0430 \u0432\u0445\u043e\u0434\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438 \u0441 \u0438\u0437\u0445\u043e\u0434\u043d\u0438\u0442\u0435. \u0412\u0441\u044a\u0449\u043d\u043e\u0441\u0442 \u0442\u044f \u0441\u0435 \u0444\u043e\u043a\u0443\u0441\u0438\u0440\u0430 \u0432\u044a\u0440\u0445\u0443 \u0442\u043e\u0432\u0430 \u043a\u0430\u043a\u0432\u043e \u043f\u0440\u0430\u0432\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0442\u0430 \u0432 \u043e\u0442\u0433\u043e\u0432\u043e\u0440 \u043d\u0430 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0432\u0445\u043e\u0434\u043d\u0438 \u0434\u0430\u043d\u043d\u0438, \u0430 \u043d\u0435 \u0432\u044a\u0440\u0445\u0443 \u043d\u0430\u0447\u0438\u043d\u0430, \u043f\u043e \u043a\u043e\u0439\u0442\u043e \u043f\u043e\u0441\u0442\u0438\u0433\u0430 \u0442\u0435\u0437\u0438 \u0440\u0435\u0437\u0443\u043b\u0442\u0430\u0442\u0438. \u0412 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0438 \u043e\u0431\u0430\u0447\u0435 \u0442\u0435\u0441\u0442\u0432\u0430\u0449\u0438\u0442\u0435 \u0449\u0435 \u0433\u043b\u0435\u0434\u0430\u0442 \u043a\u0430\u043a\u0432\u043e \u0441\u0435 \u0441\u043b\u0443\u0447\u0432\u0430 \u0432\u044a\u0442\u0440\u0435 \u0432 \u043a\u0443\u0442\u0438\u044f\u0442\u0430, \u043e\u0441\u043e\u0431\u0435\u043d\u043e \u043a\u043e\u0433\u0430\u0442\u043e \u0441\u0435 \u043f\u043e\u044f\u0432\u044f\u0442 \u043d\u0435\u043e\u0447\u0430\u043a\u0432\u0430\u043d\u0438 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0438.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA_%D1%81%D0%B5_%D1%82%D1%80%D0%B0%D0%BD%D1%81%D1%84%D0%BE%D1%80%D0%BC%D0%B8%D1%80%D0%B0_%D0%B5%D0%BA%D1%81%D1%82%D1%80%D0%B0%D0%BA%D1%82%D1%8A%D1%82\"><\/span><strong>\u041a\u0430\u043a \u0441\u0435 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0438\u0440\u0430 \u0435\u043a\u0441\u0442\u0440\u0430\u043a\u0442\u044a\u0442  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%BD%D0%B0%D1%82%D0%BE%D0%B2%D0%B0%D1%80%D0%B2%D0%B0%D0%BD%D0%B5%D1%82%D0%BE\"><\/span><strong>\u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u043d\u0430\u0442\u043e\u0432\u0430\u0440\u0432\u0430\u043d\u0435\u0442\u043e?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-59582\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png\" alt=\"\u0430\u043b\u0444\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0441\u0440\u0435\u0449\u0443 \u0431\u0435\u0442\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\" width=\"160\" height=\"267\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png 479w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80-180x300.png 180w\" sizes=\"(max-width: 160px) 100vw, 160px\" \/><\/p>\n<p>\u041d\u0430\u0439-\u043b\u0435\u0441\u043d\u0438\u044f\u0442 \u043d\u0430\u0447\u0438\u043d \u0434\u0430 \u043e\u0431\u044f\u0441\u043d\u0438\u043c \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0438 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u0435 \u0434\u0430 \u0433\u043e \u0440\u0430\u0437\u0434\u0435\u043b\u0438\u043c \u043d\u0430 \u0441\u044a\u0441\u0442\u0430\u0432\u043d\u0438\u0442\u0435 \u043c\u0443 \u0447\u0430\u0441\u0442\u0438: \u0438\u0437\u0432\u043b\u0438\u0447\u0430\u043d\u0435, \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435 \u0438 \u0437\u0430\u0440\u0435\u0436\u0434\u0430\u043d\u0435. \u041e\u0442\u0442\u0443\u043a \u043c\u043e\u0436\u0435\u0442\u0435 \u0434\u0430 \u0440\u0430\u0437\u0431\u0435\u0440\u0435\u0442\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438\u0442\u0435 \u0435\u043b\u0435\u043c\u0435\u043d\u0442\u0438 \u043d\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL, \u043f\u0440\u0435\u0434\u0438 \u0434\u0430 \u0440\u0430\u0437\u0431\u0438\u0435\u043c \u0435\u0442\u0430\u043f\u0438\u0442\u0435 \u043f\u043e-\u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%D0%98%D0%B7%D0%B2%D0%BB%D0%B5%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-2\"><\/span><strong>1. \u0418\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u043f\u043e\u0442\u0432\u044a\u0440\u0436\u0434\u0430\u0432\u0430, \u0447\u0435 \u0434\u0430\u043d\u043d\u0438\u0442\u0435, \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438 \u043e\u0442 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a\u0430, \u0441\u0430 \u0442\u043e\u0447\u043d\u0438 \u0438 \u0431\u0435\u0437 \u0433\u0440\u0435\u0448\u043a\u0438. \u0422\u043e\u0437\u0438 \u043f\u0440\u043e\u0446\u0435\u0441 \u0432\u043a\u043b\u044e\u0447\u0432\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043d\u0430 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0442\u0430 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u043d\u0438\u0442\u0435 \u0441\u0442\u043e\u0439\u043d\u043e\u0441\u0442\u0438 \u0438 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u043f\u044a\u043b\u043d\u043e\u0442\u0430\u0442\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435.<\/p>\n<p>\u0414\u0440\u0443\u0433\u0430 \u0447\u0430\u0441\u0442 \u043e\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 \u0432\u043a\u043b\u044e\u0447\u0432\u0430 \u043f\u0440\u043e\u0444\u0438\u043b\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438. \u0422\u043e\u0437\u0438 \u043f\u0440\u043e\u0446\u0435\u0441 \u0441\u0435 \u0441\u044a\u0441\u0442\u043e\u0438 \u043e\u0442 \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430\u0442\u0430, \u0441\u044a\u0434\u044a\u0440\u0436\u0430\u043d\u0438\u0435\u0442\u043e \u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u0438\u0437\u0445\u043e\u0434\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438. \u0418\u0434\u0435\u044f\u0442\u0430 \u0442\u0443\u043a \u0435 \u0434\u0430 \u043e\u0442\u043a\u0440\u0438\u0435\u0442\u0435 \u0432\u0441\u044f\u043a\u0430\u043a\u0432\u0438 \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u0438, \u043d\u0435\u0441\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u044f \u0438\u043b\u0438 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u043d\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438 \u043f\u0440\u0438 \u043a\u0430\u0440\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0440\u0430\u043d\u0435\u0442\u043e.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%D0%A2%D1%80%D0%B0%D0%BD%D1%81%D1%84%D0%BE%D1%80%D0%BC%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0\"><\/span><strong>2. \u0422\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0438\u0440\u0430\u043d\u0435 \u043d\u0430<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u0421\u043b\u0435\u0434\u0432\u0430\u0449\u0430\u0442\u0430 \u0447\u0430\u0441\u0442 \u043e\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 \u0435 \u0441\u0432\u044a\u0440\u0437\u0430\u043d\u0430 \u0441\u044a\u0441 \u0441\u0442\u0440\u0438\u043a\u0442\u043d\u043e \u0441\u043f\u0430\u0437\u0432\u0430\u043d\u0435 \u043d\u0430 \u043f\u0440\u0430\u0432\u0438\u043b\u0430\u0442\u0430 \u0437\u0430 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438. \u0415\u0434\u0438\u043d \u043e\u0442 \u043e\u0441\u043d\u043e\u0432\u043d\u0438\u0442\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u0438 \u0442\u0443\u043a \u0435 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043b\u043e\u0433\u0438\u043a\u0430\u0442\u0430 \u043d\u0430 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u0441\u043f\u0440\u044f\u043c\u043e \u0440\u0430\u0437\u043f\u043e\u0440\u0435\u0434\u0431\u0438, \u0437\u0430\u043a\u043e\u043d\u0438 \u0438 \u0434\u0440\u0443\u0433\u0438 \u0431\u0438\u0437\u043d\u0435\u0441 \u043f\u0440\u0430\u0432\u0438\u043b\u0430.<\/p>\n<p>\u041d\u044f\u043a\u043e\u0438 \u043e\u0442 \u0442\u0438\u043f\u0438\u0447\u043d\u0438\u0442\u0435 \u0442\u0435\u0441\u0442\u043e\u0432\u0435 \u0442\u0443\u043a \u0432\u043a\u043b\u044e\u0447\u0432\u0430\u0442 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0434\u0430\u043b\u0438 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0441\u0435 \u043a\u043e\u043d\u0432\u0435\u0440\u0442\u0438\u0440\u0430\u0442 \u0432 \u043e\u0447\u0430\u043a\u0432\u0430\u043d\u0438\u0442\u0435 \u0444\u043e\u0440\u043c\u0430\u0442\u0438, \u0434\u0430\u043b\u0438 \u0438\u0437\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f\u0442\u0430 \u0441\u0430 \u0442\u043e\u0447\u043d\u0438 \u0438 \u0434\u0430\u043b\u0438 \u0441\u043f\u0440\u0430\u0432\u043a\u0438\u0442\u0435 \u0437\u0430 \u0442\u044a\u0440\u0441\u0435\u043d\u0435 \u0441\u0432\u044a\u0440\u0437\u0432\u0430\u0442 \u0435\u043b\u0435\u043c\u0435\u043d\u0442\u0438 \u043c\u0435\u0436\u0434\u0443 \u043d\u0430\u0431\u043e\u0440\u0438 \u043e\u0442 \u0434\u0430\u043d\u043d\u0438.<\/p>\n<p>\u041a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0441\u044a\u0449\u043e \u0441\u0435 \u0432\u0437\u0435\u043c\u0430 \u043f\u043e\u0434 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435. \u0422\u0435\u0441\u0442\u0435\u0440\u0438\u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u043e\u0442\u043a\u0440\u0438\u044f\u0442 \u0438 \u043f\u0440\u0435\u043c\u0430\u0445\u043d\u0430\u0442 \u043d\u0435\u0441\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u044f\u0442\u0430 \u0432\u044a\u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u0438 \u0434\u0443\u0431\u043b\u0438\u0440\u0430\u043d\u0438\u044f\u0442\u0430, \u043a\u0430\u043a\u0442\u043e \u0438 \u0434\u0430 \u0440\u0430\u0437\u0440\u0435\u0448\u0430\u0442 \u0432\u0441\u0438\u0447\u043a\u0438 \u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0440\u0435\u0447\u0438\u0432\u0438 \u0434\u0430\u043d\u043d\u0438, \u0434\u043e\u043a\u0430\u0442\u043e \u043f\u0440\u0438\u043b\u0430\u0433\u0430\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0438 \u0437\u0430 \u0438\u0437\u0447\u0438\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438.<\/p>\n<p>\u041d\u0430\u043a\u0440\u0430\u044f \u0441\u0435 \u0442\u0435\u0441\u0442\u0432\u0430 \u0438 \u043e\u0431\u0449\u0430\u0442\u0430 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u043d\u043e\u0441\u0442, \u0437\u0430 \u0434\u0430 \u0441\u0435 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438 \u043a\u0430\u043a \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 ETL \u0441\u0435 \u0432\u043b\u0438\u044f\u0435 \u043e\u0442 \u0433\u043e\u043b\u0435\u043c\u0438\u0442\u0435 \u043e\u0431\u0435\u043c\u0438 \u0434\u0430\u043d\u043d\u0438.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%D0%97%D0%B0%D1%80%D0%B5%D0%B6%D0%B4%D0%B0%D0%BD%D0%B5\"><\/span><strong>3. \u0417\u0430\u0440\u0435\u0436\u0434\u0430\u043d\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u0418 \u043d\u0430\u043a\u0440\u0430\u044f, \u043a\u043e\u0433\u0430\u0442\u043e \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0441\u0435 \u0437\u0430\u0440\u0435\u0436\u0434\u0430\u0442 \u0432 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435\u0442\u043e \u0437\u0430 \u0434\u0430\u043d\u043d\u0438, \u0435\u0437\u0435\u0440\u043e\u0442\u043e \u043e\u0442 \u0434\u0430\u043d\u043d\u0438 \u0438\u043b\u0438 \u0434\u0440\u0443\u0433\u0430 \u043a\u0440\u0430\u0439\u043d\u0430 \u0446\u0435\u043b, \u0442\u0435\u0441\u0442\u0435\u0440\u0438\u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0442 \u0434\u0430\u043b\u0438 \u0442\u0435 \u0441\u0430 \u043f\u044a\u043b\u043d\u0438, \u0442\u043e\u0447\u043d\u0438 \u0438 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0435\u043d\u0438 \u0432 \u043f\u0440\u0430\u0432\u0438\u043b\u043d\u0438\u044f \u0444\u043e\u0440\u043c\u0430\u0442.<\/p>\n<p>\u0418\u0437\u0432\u044a\u0440\u0448\u0432\u0430\u0442 \u0441\u0435 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f, \u0437\u0430 \u0434\u0430 \u0441\u0435 \u043f\u0440\u043e\u0432\u0435\u0440\u0438 \u0434\u0430\u043b\u0438 \u043f\u043e \u043f\u044a\u0442\u044f \u043c\u0435\u0436\u0434\u0443 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a\u0430, \u0437\u043e\u043d\u0430\u0442\u0430 \u0437\u0430 \u0441\u044a\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0438 \u0446\u0435\u043b\u0438\u0442\u0435 \u043d\u0435 \u0441\u0430 \u0438\u0437\u0433\u0443\u0431\u0435\u043d\u0438 \u0438\u043b\u0438 \u043f\u043e\u0432\u0440\u0435\u0434\u0435\u043d\u0438 \u0434\u0430\u043d\u043d\u0438.<\/p>\n<p>\u0418 \u043d\u0430\u043a\u0440\u0430\u044f, \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430\u0442 \u0441\u0435 \u043e\u0434\u0438\u0442\u043e\u0440\u0441\u043a\u0438\u0442\u0435 \u043f\u044a\u0442\u0435\u043a\u0438, \u0437\u0430 \u0434\u0430 \u0441\u0435 \u043f\u0440\u043e\u0441\u043b\u0435\u0434\u0438 \u0434\u0430\u043b\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 \u043f\u0440\u043e\u0441\u043b\u0435\u0434\u044f\u0432\u0430 \u0432\u0441\u0438\u0447\u043a\u0438 \u043f\u0440\u043e\u043c\u0435\u043d\u0438, \u043a\u043e\u0438\u0442\u043e \u043d\u0430\u0441\u0442\u044a\u043f\u0432\u0430\u0442 \u043f\u043e \u0432\u0440\u0435\u043c\u0435 \u043d\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 ETL, \u0438 \u0441\u0435 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430 \u0434\u0430\u043b\u0438 \u0441\u0430 \u043d\u0430\u043b\u0438\u0446\u0435 \u0438\u0441\u0442\u043e\u0440\u0438\u044f \u0438 \u043c\u0435\u0442\u0430\u0434\u0430\u043d\u043d\u0438.<\/p>\n<p>\u0422\u043e\u0437\u0438 \u0440\u0430\u0437\u0434\u0435\u043b \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0432\u0438 \u0434\u0430\u0434\u0435 \u043e\u0441\u043d\u043e\u0432\u043d\u0430 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0430 \u0437\u0430 \u0442\u043e\u0432\u0430 \u043a\u0430\u043a \u0441\u0435 \u0438\u0437\u0432\u044a\u0440\u0448\u0432\u0430\u0442 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438\u0442\u0435 \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0432 ETL. \u0429\u0435 \u0437\u0430\u0431\u0435\u043b\u0435\u0436\u0438\u0442\u0435, \u0447\u0435 \u0442\u0435\u0441\u0442\u043e\u0432\u0435\u0442\u0435 \u0441\u0435 \u043f\u0440\u043e\u0432\u0435\u0436\u0434\u0430\u0442 \u043d\u0430 \u0432\u0441\u0435\u043a\u0438 \u0435\u0442\u0430\u043f \u043e\u0442 \u043f\u0440\u0435\u0434\u0430\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u0438, \u0442\u044a\u0439 \u043a\u0430\u0442\u043e \u0442\u043e\u0432\u0430 \u0435 \u043d\u0430\u0439-\u0434\u043e\u0431\u0440\u0438\u044f\u0442 \u043d\u0430\u0447\u0438\u043d \u0437\u0430 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u0430\u043d\u0435 \u0438 \u0440\u0435\u0448\u0430\u0432\u0430\u043d\u0435 \u043d\u0430 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438.<\/p>\n<p>\u0412\u044a\u043f\u0440\u0435\u043a\u0438 \u0442\u043e\u0432\u0430, \u0437\u0430 \u0434\u0430 \u0440\u0430\u0437\u0431\u0435\u0440\u0435\u0442\u0435 \u043f\u043e-\u0434\u043e\u0431\u0440\u0435 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u0438\u0442\u0435 \u0437\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435, \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0440\u0430\u0437\u0433\u043b\u0435\u0434\u0430\u0442\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438\u0442\u0435 \u0432\u0438\u0434\u043e\u0432\u0435 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0438 \u0435\u0442\u0430\u043f\u0438\u0442\u0435, \u043d\u0430 \u043a\u043e\u0438\u0442\u043e \u0441\u0435 \u043f\u0440\u0438\u043b\u0430\u0433\u0430\u0442. \u0421\u043b\u0435\u0434\u0432\u0430\u0449\u0438\u0442\u0435 \u0434\u0432\u0430 \u0440\u0430\u0437\u0434\u0435\u043b\u0430 \u0449\u0435 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u044f\u0442 \u0442\u0430\u0437\u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u0438 \u0449\u0435 \u0432\u0438 \u043f\u043e\u043c\u043e\u0433\u043d\u0430\u0442 \u0434\u0430 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 \u043f\u044a\u043b\u043d\u0430\u0442\u0430 \u043a\u0430\u0440\u0442\u0438\u043d\u0430, \u043e\u0442 \u043a\u043e\u044f\u0442\u043e \u0441\u0435 \u043d\u0443\u0436\u0434\u0430\u0435\u0442\u0435.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%D0%A0%D0%B0%D0%B7%D0%BB%D0%B8%D1%87%D0%BD%D0%B8_%D0%B2%D0%B8%D0%B4%D0%BE%D0%B2%D0%B5_ETL_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5\"><\/span><strong>\u0420\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0432\u0438\u0434\u043e\u0432\u0435 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56614\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/checklist-uat-1024x683.jpeg\" alt=\"\u0447\u0435\u043a-\u043b\u0438\u0441\u0442 \u043d\u0430 UAT, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0443\u0435\u0431 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f, \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0438 \u0434\u0440.\" width=\"608\" height=\"405\"><\/p>\n<p>\u041f\u0440\u0438 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0438\u043c\u0430 \u043c\u043d\u043e\u0433\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0432\u0438\u0434\u043e\u0432\u0435 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435. \u0422\u0435 \u0441\u0435 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0442 \u043f\u0440\u0438 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0438 \u0438 \u0437\u0430 \u0448\u0438\u0440\u043e\u043a \u0441\u043f\u0435\u043a\u0442\u044a\u0440 \u043e\u0442 \u0446\u0435\u043b\u0438. \u041d\u0435\u043a\u0430 \u0440\u0430\u0437\u0433\u043b\u0435\u0434\u0430\u043c\u0435 \u0432\u0438\u0434\u043e\u0432\u0435\u0442\u0435 ETL \u0442\u0435\u0441\u0442\u043e\u0432\u0435 \u0438 \u043a\u044a\u0434\u0435 \u0438 \u043a\u043e\u0433\u0430 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0433\u0438 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0442\u0435.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%D0%A2%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%B7%D0%B0_%D0%B2%D0%B0%D0%BB%D0%B8%D0%B4%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B8%D0%B7%D1%85%D0%BE%D0%B4%D0%BD%D0%B8%D1%82%D0%B5_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8\"><\/span><strong>1. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0437\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0438\u0437\u0445\u043e\u0434\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5\"><\/span><strong>\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u0437\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0438\u0437\u0445\u043e\u0434\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0430, \u0447\u0435 \u0438\u0437\u0445\u043e\u0434\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438 \u0441\u0430 \u0432\u0438\u0441\u043e\u043a\u043e\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u0438 \u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u043d\u0438, \u043f\u0440\u0435\u0434\u0438 \u0434\u0430 \u0431\u044a\u0434\u0430\u0442 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438 \u0437\u0430 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0\"><\/span><strong>\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u0421\u043f\u0430\u0437\u0432\u0430\u0442 \u043b\u0438 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0431\u0438\u0437\u043d\u0435\u0441 \u043f\u0440\u0430\u0432\u0438\u043b\u0430\u0442\u0430?<\/li>\n<li>\u0421\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0430\u0442 \u043b\u0438 \u0442\u0438\u043f\u043e\u0432\u0435\u0442\u0435 \u0438 \u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0442\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u043d\u0430 \u043e\u0447\u0430\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430?<\/li>\n<li>\u041f\u043e\u043f\u0430\u0434\u0430\u0442 \u043b\u0438 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0432\u044a\u0432 \u0432\u0430\u043b\u0438\u0434\u043d\u0438 \u0434\u0438\u0430\u043f\u0430\u0437\u043e\u043d\u0438?<\/li>\n<li>\u0418\u043c\u0430 \u043b\u0438 \u043d\u0443\u043b\u0435\u0432\u0438 \u0438\u043b\u0438 \u043b\u0438\u043f\u0441\u0432\u0430\u0449\u0438 \u0441\u0442\u043e\u0439\u043d\u043e\u0441\u0442\u0438 \u043d\u0430 \u043d\u0435\u043e\u0447\u0430\u043a\u0432\u0430\u043d\u0438 \u043c\u0435\u0441\u0442\u0430?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%D0%98%D0%B7%D0%BF%D0%B8%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%B7%D0%B0_%D1%81%D1%8A%D0%B3%D0%BB%D0%B0%D1%81%D1%83%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8%D1%82%D0%B5_%D0%BE%D1%82_%D0%B8%D0%B7%D1%82%D0%BE%D1%87%D0%BD%D0%B8%D0%BA%D0%B0_%D0%BA%D1%8A%D0%BC_%D1%86%D0%B5%D0%BB%D1%82%D0%B0\"><\/span><strong>2. \u0418\u0437\u043f\u0438\u0442\u0432\u0430\u043d\u0435 \u0437\u0430 \u0441\u044a\u0433\u043b\u0430\u0441\u0443\u0432\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u043e\u0442 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a\u0430 \u043a\u044a\u043c \u0446\u0435\u043b\u0442\u0430<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-2\"><\/span><strong>\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0422\u043e\u0437\u0438 \u0442\u0438\u043f \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043f\u043e\u0442\u0432\u044a\u0440\u0436\u0434\u0430\u0432\u0430 \u0434\u0430\u043b\u0438 \u0432\u0441\u0438\u0447\u043a\u0438 \u0434\u0430\u043d\u043d\u0438 \u043e\u0442 \u0434\u0430\u0434\u0435\u043d \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a \u0441\u0430 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438, \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0438\u0440\u0430\u043d\u0438 \u0438 \u0437\u0430\u0440\u0435\u0434\u0435\u043d\u0438 \u0432 \u0446\u0435\u043b\u0435\u0432\u0430\u0442\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-2\"><\/span><strong>\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u0417\u0430\u0433\u0443\u0431\u0435\u043d\u0438 \u043b\u0438 \u0441\u0430 \u0434\u0430\u043d\u043d\u0438 \u043f\u043e \u0432\u0440\u0435\u043c\u0435 \u043d\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 ETL?<\/li>\n<li>\u0414\u0443\u0431\u043b\u0438\u0440\u0430\u043d\u0438 \u043b\u0438 \u0441\u0430 \u0434\u0430\u043d\u043d\u0438 \u043f\u043e \u0432\u0440\u0435\u043c\u0435 \u043d\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 ETL?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%D0%A2%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D1%82%D1%80%D0%B0%D0%BD%D1%81%D1%84%D0%BE%D1%80%D0%BC%D0%B0%D1%86%D0%B8%D1%8F%D1%82%D0%B0_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8\"><\/span><strong>3. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u0442\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-3\"><\/span><strong>\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0422\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438\u0442\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438 \u043c\u043e\u0433\u0430\u0442 \u0434\u0430 \u0432\u043a\u043b\u044e\u0447\u0432\u0430\u0442 \u043c\u043d\u043e\u0433\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u043d\u0435\u0449\u0430, \u043a\u0430\u0442\u043e \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 \u043f\u0440\u043e\u043c\u0435\u043d\u0438 \u0432\u044a\u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0430, \u0438\u0437\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f, \u0430\u0433\u0440\u0435\u0433\u0430\u0446\u0438\u0438 \u0438 \u0442.\u043d. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u0442\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430 \u0434\u0430\u043b\u0438 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438\u0442\u0435 \u0441\u0430 \u0438\u0437\u0432\u044a\u0440\u0448\u0435\u043d\u0438 \u043f\u043e \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-3\"><\/span><strong>\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u0414\u0430\u043b\u0438 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u043e\u0442\u0433\u043e\u0432\u0430\u0440\u044f\u0442 \u043d\u0430 \u043e\u0447\u0430\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430 \u0441\u043b\u0435\u0434 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438\u0442\u0435?<\/li>\n<li>\u041f\u0440\u0430\u0432\u0438\u043b\u043d\u043e \u043b\u0438 \u0435 \u0432\u044a\u0432\u0435\u0434\u0435\u043d\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u043b\u043e\u0433\u0438\u043a\u0430\u0442\u0430 \u043f\u043e \u0432\u0440\u0435\u043c\u0435 \u043d\u0430 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438\u0442\u0435?<\/li>\n<li>\u0414\u0430\u043b\u0438 \u0438\u0437\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f\u0442\u0430, \u0438\u0437\u0432\u044a\u0440\u0448\u0435\u043d\u0438 \u043f\u043e \u0432\u0440\u0435\u043c\u0435 \u043d\u0430 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435\u0442\u043e, \u0434\u0430\u0432\u0430\u0442 \u043f\u0440\u0430\u0432\u0438\u043b\u043d\u0438\u044f \u0440\u0435\u0437\u0443\u043b\u0442\u0430\u0442?<\/li>\n<\/ul>\n<p><strong> <\/strong><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%D0%A2%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%B7%D0%B0_%D0%B2%D0%B0%D0%BB%D0%B8%D0%B4%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8%D1%82%D0%B5\"><\/span><strong>4. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0437\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong> <\/strong><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-4\"><\/span><strong>\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0422\u0435\u0441\u0442\u0432\u0430 \u0441\u0435 \u0434\u0430\u043b\u0438 \u043a\u0440\u0430\u0439\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438 \u0441\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0430\u0442 \u043d\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430 \u0441\u043b\u0435\u0434 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435\u0442\u043e \u0438\u043c.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-4\"><\/span><strong>\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u0421\u043f\u0430\u0437\u0432\u0430\u0442 \u043b\u0438 \u0441\u0435 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u0438\u0442\u0435 \u0437\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 (\u0442.\u0435. \u0442\u043e\u0447\u043d\u043e\u0441\u0442, \u043f\u044a\u043b\u043d\u043e\u0442\u0430)?<\/li>\n<li>\u0421\u043f\u0430\u0437\u0432\u0430\u0442 \u043b\u0438 \u0441\u0435 \u0431\u0438\u0437\u043d\u0435\u0441 \u043f\u0440\u0430\u0432\u0438\u043b\u0430\u0442\u0430?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%D0%A2%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D1%80%D0%B5%D1%84%D0%B5%D1%80%D0%B5%D0%BD%D1%82%D0%BD%D0%B0%D1%82%D0%B0_%D1%86%D1%8F%D0%BB%D0%BE%D1%81%D1%82_%D0%BD%D0%B0_ETL\"><\/span><strong>5. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0440\u0435\u0444\u0435\u0440\u0435\u043d\u0442\u043d\u0430\u0442\u0430 \u0446\u044f\u043b\u043e\u0441\u0442 \u043d\u0430 ETL<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-5\"><\/span><strong>\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u041f\u043e\u0442\u0432\u044a\u0440\u0436\u0434\u0430\u0432\u0430, \u0447\u0435 \u0432\u0440\u044a\u0437\u043a\u0438\u0442\u0435 \u043c\u0435\u0436\u0434\u0443 \u0442\u0430\u0431\u043b\u0438\u0446\u0438\u0442\u0435 \u0432 \u0438\u0437\u0445\u043e\u0434\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438 \u0441\u0430 \u0442\u043e\u0447\u043d\u043e \u0432\u044a\u0437\u043f\u0440\u043e\u0438\u0437\u0432\u0435\u0434\u0435\u043d\u0438 \u0432 \u0446\u0435\u043b\u0435\u0432\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-5\"><\/span><strong>\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u0421\u044a\u0432\u043f\u0430\u0434\u0430\u0442 \u043b\u0438 \u0432\u044a\u043d\u0448\u043d\u0438\u0442\u0435 \u043a\u043b\u044e\u0447\u043e\u0432\u0435 \u0432 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0441\u044a\u0441 \u0441\u044a\u043e\u0442\u0432\u0435\u0442\u043d\u0438\u0442\u0435 \u043f\u044a\u0440\u0432\u0438\u0447\u043d\u0438 \u043a\u043b\u044e\u0447\u043e\u0432\u0435?<\/li>\n<li>\u0417\u0430\u043f\u0430\u0437\u0432\u0430\u0442 \u043b\u0438 \u0441\u0435 \u0432\u0440\u044a\u0437\u043a\u0438\u0442\u0435 \u043c\u0435\u0436\u0434\u0443 \u043f\u043e\u0434\u0447\u0438\u043d\u0435\u043d\u0438\u0442\u0435 \u0438 \u0440\u043e\u0434\u0438\u0442\u0435\u043b\u0441\u043a\u0438\u0442\u0435 \u0442\u0430\u0431\u043b\u0438\u0446\u0438 \u0441\u043b\u0435\u0434 ETL?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_%D0%A2%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B8%D0%BD%D1%82%D0%B5%D0%B3%D1%80%D0%B0%D1%86%D0%B8%D1%8F%D1%82%D0%B0\"><\/span><strong>6. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f\u0442\u0430<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-6\"><\/span><strong>\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/www.zaptest.com\/bg\/%d0%ba%d0%b0%d0%ba%d0%b2%d0%be-%d0%bf%d1%80%d0%b5%d0%b4%d1%81%d1%82%d0%b0%d0%b2%d0%bb%d1%8f%d0%b2%d0%b0-%d0%b8%d0%bd%d1%82%d0%b5%d0%b3%d1%80%d0%b0%d1%86%d0%b8%d0%be%d0%bd%d0%bd%d0%be%d1%82%d0%be\">\u0422\u0435\u0441\u0442\u043e\u0432\u0435\u0442\u0435 \u0437\u0430 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f<\/a> \u043f\u043e\u0442\u0432\u044a\u0440\u0436\u0434\u0430\u0432\u0430\u0442 \u0434\u0430\u043b\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 ETL \u0441\u0435 \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u0430 \u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0438\u0440\u0430 \u0432 \u0440\u0430\u043c\u043a\u0438\u0442\u0435 \u043d\u0430 \u043f\u043e-\u0433\u043e\u043b\u044f\u043c\u0430\u0442\u0430 \u0435\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043e\u0442 \u0434\u0430\u043d\u043d\u0438.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-6\"><\/span><strong>\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u0420\u0430\u0431\u043e\u0442\u044f\u0442 \u043b\u0438 \u0431\u0435\u0437\u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043d\u043e \u043f\u043e\u0442\u043e\u0446\u0438\u0442\u0435 \u043e\u0442 \u0434\u0430\u043d\u043d\u0438 \u043e\u0442 \u043a\u0440\u0430\u0439 \u0434\u043e \u043a\u0440\u0430\u0439?<\/li>\n<li>\u0414\u043e\u043a\u043e\u043b\u043a\u043e \u0434\u043e\u0431\u0440\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 ETL \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0430 \u0441 \u0434\u0440\u0443\u0433\u0438\u0442\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u0438, \u043a\u0430\u0442\u043e \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a\u0430, \u0446\u0435\u043b\u0442\u0430 \u0438\u043b\u0438 \u0434\u0440\u0443\u0433\u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u043d\u0430\u0434\u043e\u043b\u0443 \u043f\u043e \u0432\u0435\u0440\u0438\u0433\u0430\u0442\u0430, \u043a\u043e\u0438\u0442\u043e \u0440\u0430\u0437\u0447\u0438\u0442\u0430\u0442 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_%D0%98%D0%B7%D0%BF%D0%B8%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B5%D1%84%D0%B5%D0%BA%D1%82%D0%B8%D0%B2%D0%BD%D0%BE%D1%81%D1%82%D1%82%D0%B0\"><\/span><strong>7. \u0418\u0437\u043f\u0438\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0435\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0442\u0430<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-7\"><\/span><strong>\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/www.zaptest.com\/bg\/%d0%ba%d0%b0%d0%ba%d0%b2%d0%be-%d0%bf%d1%80%d0%b5%d0%b4%d1%81%d1%82%d0%b0%d0%b2%d0%bb%d1%8f%d0%b2%d0%b0-%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5%d1%82%d0%be-%d0%bd%d0%b0-%d0%bf%d1%80%d0%be\">\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u043d\u043e\u0441\u0442\u0442\u0430 \u043d\u0430<\/a> ETL \u043e\u0446\u0435\u043d\u044f\u0432\u0430 \u0434\u043e\u043a\u043e\u043b\u043a\u043e \u0435\u0444\u0438\u043a\u0430\u0441\u0435\u043d \u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 ETL, \u043a\u043e\u0433\u0430\u0442\u043e \u0435 \u043f\u043e\u0434\u043b\u043e\u0436\u0435\u043d \u043d\u0430 \u043d\u0430\u0442\u0438\u0441\u043a, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 \u0433\u043e\u043b\u044f\u043c\u043e \u043d\u0430\u0442\u043e\u0432\u0430\u0440\u0432\u0430\u043d\u0435.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-7\"><\/span><strong>\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u041e\u0442\u0433\u043e\u0432\u0430\u0440\u044f \u043b\u0438 \u0432\u0440\u0435\u043c\u0435\u0442\u043e \u0437\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043d\u0430 ETL \u043d\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430 \u0438\u043b\u0438 \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u0438\u0442\u0435?<\/li>\n<li>\u041c\u043e\u0436\u0435 \u043b\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 ETL \u0434\u0430 \u0441\u0435 \u043c\u0430\u0449\u0430\u0431\u0438\u0440\u0430 \u0432 \u043e\u0442\u0433\u043e\u0432\u043e\u0440 \u043d\u0430 \u043d\u0430\u0440\u0430\u0441\u0442\u0432\u0430\u0449\u0438\u0442\u0435 \u043e\u0431\u0435\u043c\u0438 \u0434\u0430\u043d\u043d\u0438?<\/li>\n<li>\u0418\u043c\u0430 \u043b\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 \u043d\u0430 ETL \u043d\u044f\u043a\u0430\u043a\u0432\u0438 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f \u043d\u0430 \u0440\u0435\u0441\u0443\u0440\u0441\u0438\u0442\u0435 \u0438\u043b\u0438 \u0442\u0435\u0441\u043d\u0438 \u043c\u0435\u0441\u0442\u0430, \u043a\u043e\u0438\u0442\u043e \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0431\u044a\u0434\u0430\u0442 \u043f\u0440\u0435\u043e\u0434\u043e\u043b\u0435\u043d\u0438?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_%D0%A4%D1%83%D0%BD%D0%BA%D1%86%D0%B8%D0%BE%D0%BD%D0%B0%D0%BB%D0%BD%D0%BE_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5\"><\/span><strong>8. \u0424\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-8\"><\/span><strong>\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/www.zaptest.com\/bg\/%d0%ba%d0%b0%d0%ba%d0%b2%d0%be-%d0%bf%d1%80%d0%b5%d0%b4%d1%81%d1%82%d0%b0%d0%b2%d0%bb%d1%8f%d0%b2%d0%b0-%d1%84%d1%83%d0%bd%d0%ba%d1%86%d0%b8%d0%be%d0%bd%d0%b0%d0%bb%d0%bd%d0%be%d1%82%d0%be-%d1%82\">\u0424\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u043d\u043e\u0442\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/a> \u043f\u043e\u0442\u0432\u044a\u0440\u0436\u0434\u0430\u0432\u0430 \u0434\u0430\u043b\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 ETL \u043e\u0442\u0433\u043e\u0432\u0430\u0440\u044f \u043d\u0430 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430 \u043d\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u043e\u0442 \u0433\u043b\u0435\u0434\u043d\u0430 \u0442\u043e\u0447\u043a\u0430 \u043d\u0430 \u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u044f.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-8\"><\/span><strong>\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u0421\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0430\u0442 \u043b\u0438 \u0440\u0435\u0437\u0443\u043b\u0442\u0430\u0442\u0438\u0442\u0435 \u043d\u0430 \u0437\u0430\u044f\u0432\u0435\u043d\u0438\u0442\u0435 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f?<\/li>\n<li>\u0413\u0435\u043d\u0435\u0440\u0438\u0440\u0430\u0442 \u043b\u0438 \u043e\u0442\u0447\u0435\u0442\u0438\u0442\u0435 \u0442\u043e\u0447\u043d\u0438 \u0440\u0435\u0437\u0443\u043b\u0442\u0430\u0442\u0438?<\/li>\n<li>\u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u0438\u0442\u0435 \u0442\u0430\u0431\u043b\u0430 \u043f\u043e\u043a\u0430\u0437\u0432\u0430\u0442 \u043b\u0438 \u043e\u0447\u0430\u043a\u0432\u0430\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_%D0%A0%D0%B5%D0%B3%D1%80%D0%B5%D1%81%D0%B8%D0%BE%D0%BD%D0%BD%D0%BE_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5\"><\/span><strong>9. \u0420\u0435\u0433\u0440\u0435\u0441\u0438\u043e\u043d\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%97%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-9\"><\/span><strong>\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u041f\u0440\u043e\u0446\u0435\u0441\u0438\u0442\u0435 \u043d\u0430 ETL \u0441\u0430 \u043c\u043d\u043e\u0433\u043e \u0441\u043b\u043e\u0436\u043d\u0438, \u0441 \u043c\u043d\u043e\u0433\u043e \u0432\u0437\u0430\u0438\u043c\u043e\u0441\u0432\u044a\u0440\u0437\u0430\u043d\u0438 \u0434\u0430\u043d\u043d\u0438. \u0414\u043e\u0440\u0438 \u043c\u0430\u043b\u043a\u0438 \u043f\u0440\u043e\u043c\u0435\u043d\u0438 \u0432 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 \u043c\u043e\u0433\u0430\u0442 \u0434\u0430 \u043f\u043e\u0432\u043b\u0438\u044f\u044f\u0442 \u043d\u0430 \u043f\u0440\u043e\u0434\u0443\u043a\u0446\u0438\u044f\u0442\u0430 \u043f\u0440\u0438 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a\u0430. <a href=\"https:\/\/www.zaptest.com\/bg\/%d0%ba%d0%b0%d0%ba%d0%b2%d0%be-%d0%bf%d1%80%d0%b5%d0%b4%d1%81%d1%82%d0%b0%d0%b2%d0%bb%d1%8f%d0%b2%d0%b0-%d1%80%d0%b5%d0%b3%d1%80%d0%b5%d1%81%d0%b8%d0%be%d0%bd%d0%bd%d0%be%d1%82%d0%be-%d1%82%d0%b5\">\u0420\u0435\u0433\u0440\u0435\u0441\u0438\u043e\u043d\u043d\u043e\u0442\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/a> \u0435 \u043e\u0442 \u0441\u044a\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0437\u0430 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0442\u0435\u0437\u0438 \u043d\u0435\u043e\u0447\u0430\u043a\u0432\u0430\u043d\u0438 \u0440\u0435\u0437\u0443\u043b\u0442\u0430\u0442\u0438.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D1%8F%D0%B2%D0%B0-9\"><\/span><strong>\u041a\u0430\u043a\u0432\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u0414\u0430\u043b\u0438 \u043f\u0440\u043e\u043c\u0435\u043d\u0438\u0442\u0435 \u0432 \u043a\u043e\u0434\u0430 \u0438\u043b\u0438 \u043e\u0441\u043d\u043e\u0432\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438 \u0432\u043d\u0435\u0437\u0430\u043f\u043d\u043e \u043f\u0440\u0435\u0434\u0438\u0437\u0432\u0438\u043a\u0432\u0430\u0442 \u043d\u0435\u0431\u043b\u0430\u0433\u043e\u043f\u0440\u0438\u044f\u0442\u043d\u0438 \u0435\u0444\u0435\u043a\u0442\u0438?<\/li>\n<li>\u0414\u0430\u043b\u0438 \u043f\u0440\u043e\u043c\u0435\u043d\u0438\u0442\u0435 \u0441\u0430 \u0438\u043c\u0430\u043b\u0438 \u0436\u0435\u043b\u0430\u043d\u0438\u044f \u0435\u0444\u0435\u043a\u0442 \u0432\u044a\u0440\u0445\u0443 \u043f\u043e\u0434\u043e\u0431\u0440\u044f\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 ETL?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u0421\u0442\u0440\u0443\u0432\u0430 \u0441\u0438 \u0434\u0430 \u0441\u0435 \u043e\u0442\u0431\u0435\u043b\u0435\u0436\u0438, \u0447\u0435 \u0432 \u0442\u043e\u0437\u0438 \u0441\u043f\u0438\u0441\u044a\u043a \u043c\u043e\u0436\u0435\u043c \u0434\u0430 \u0432\u043a\u043b\u044e\u0447\u0438\u043c \u0438 <a href=\"https:\/\/www.zaptest.com\/bg\/%d0%ba%d0%b0%d0%ba%d0%b2%d0%be-%d0%bf%d1%80%d0%b5%d0%b4%d1%81%d1%82%d0%b0%d0%b2%d0%bb%d1%8f%d0%b2%d0%b0-%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5%d1%82%d0%be-%d0%bd%d0%b0-%d0%b5%d0%b4%d0%b8\">\u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0435\u0434\u0438\u043d\u0438\u0446\u0438<\/a>. \u0412\u043c\u0435\u0441\u0442\u043e \u0442\u043e\u0432\u0430 \u043e\u0431\u0430\u0447\u0435 \u0441\u043c\u0435 \u0432\u043a\u043b\u044e\u0447\u0438\u043b\u0438 \u0441\u044a\u0441\u0442\u0430\u0432\u043d\u0438\u0442\u0435 \u0447\u0430\u0441\u0442\u0438, \u043a\u043e\u0438\u0442\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0435\u0434\u0438\u043d\u0438\u0446\u0438 \u0431\u0438 \u043e\u0431\u0445\u0432\u0430\u043d\u0430\u043b\u043e, \u043a\u0430\u0442\u043e \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a\u0430, \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0441\u044a\u0433\u043b\u0430\u0441\u0443\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u043e\u0442 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a\u0430 \u0441 \u0446\u0435\u043b\u0435\u0432\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438 \u0438 \u0442.\u043d.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"8_%D0%B5%D1%82%D0%B0%D0%BF%D0%B0_%D0%BD%D0%B0_ETL_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D1%81\"><\/span><strong>8 \u0435\u0442\u0430\u043f\u0430 \u043d\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0441  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"8_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%BD%D0%B8_%D1%81%D1%8A%D0%B2%D0%B5%D1%82%D0%B0_%D0%B7%D0%B0_%D1%83%D1%81%D0%BF%D0%B5%D1%85\"><\/span><strong>8 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u043d\u0438 \u0441\u044a\u0432\u0435\u0442\u0430 \u0437\u0430 \u0443\u0441\u043f\u0435\u0445<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"9b8f85\" data-has-transparency=\"false\" style=\"--dominant-color: #9b8f85;\" decoding=\"async\" class=\"aligncenter wp-image-71951 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/ZAP_Enterprise8-jpg.webp\" alt=\"8 \u0435\u0442\u0430\u043f\u0430 \u043d\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0441 8 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u043d\u0438 \u0441\u044a\u0432\u0435\u0442\u0430 \u0437\u0430 \u0443\u0441\u043f\u0435\u0445\" width=\"351\" height=\"234\"><\/p>\n<p>\u0414\u043e\u0431\u0440\u0435, \u0441\u0435\u0433\u0430, \u043a\u043e\u0433\u0430\u0442\u043e \u0440\u0430\u0437\u0431\u0440\u0430\u0445\u0442\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438\u0442\u0435 \u0432\u0438\u0434\u043e\u0432\u0435 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435 \u043f\u0440\u0438 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL, \u0435 \u0432\u0440\u0435\u043c\u0435 \u0434\u0430 \u043e\u0431\u0435\u0434\u0438\u043d\u0438\u043c \u0432\u0441\u0438\u0447\u043a\u043e \u0442\u043e\u0432\u0430. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u043e\u0431\u0438\u043a\u043d\u043e\u0432\u0435\u043d\u043e \u0441\u0435 \u0438\u0437\u0432\u044a\u0440\u0448\u0432\u0430 \u0441 \u043c\u043d\u043e\u0433\u043e\u0435\u0442\u0430\u043f\u0435\u043d \u043f\u043e\u0434\u0445\u043e\u0434, \u043a\u043e\u0439\u0442\u043e \u0449\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043c \u043f\u043e-\u0434\u043e\u043b\u0443.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%D0%A1%D1%8A%D0%B1%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B1%D0%B8%D0%B7%D0%BD%D0%B5%D1%81_%D0%B8%D0%B7%D0%B8%D1%81%D0%BA%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F\"><\/span><strong>#1. \u0421\u044a\u0431\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u041f\u044a\u0440\u0432\u0438\u044f\u0442 \u0435\u0442\u0430\u043f \u043e\u0442 \u0432\u0441\u0435\u043a\u0438 \u043f\u0440\u043e\u0446\u0435\u0441 \u043d\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0432\u043a\u043b\u044e\u0447\u0432\u0430 \u0441\u044a\u0431\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f. \u0422\u0435\u0441\u0442\u0435\u0440\u0438\u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u043f\u043e\u0441\u0442\u0438\u0433\u043d\u0430\u0442 \u043a\u043e\u043d\u0441\u0435\u043d\u0441\u0443\u0441 \u043e\u0442\u043d\u043e\u0441\u043d\u043e \u0442\u043e\u0432\u0430, \u043a\u043e\u0435\u0442\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 ETL \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u043e\u0441\u0438\u0433\u0443\u0440\u0438. \u041d\u044f\u043a\u043e\u0438 \u0432\u044a\u043f\u0440\u043e\u0441\u0438, \u043d\u0430 \u043a\u043e\u0438\u0442\u043e \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0441\u0435 \u043e\u0442\u0433\u043e\u0432\u043e\u0440\u0438 \u043d\u0430 \u0442\u043e\u0437\u0438 \u0440\u0430\u043d\u0435\u043d \u0435\u0442\u0430\u043f, \u0441\u0430:<\/p>\n<ul>\n<li>\u041a\u0430\u043a \u0449\u0435 \u0441\u0435 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0442 \u0434\u0430\u043d\u043d\u0438\u0442\u0435?<\/li>\n<li>\u041a\u0430\u043a\u0432\u0438 \u0438\u0437\u0445\u043e\u0434\u043d\u0438 \u0444\u043e\u0440\u043c\u0430\u0442\u0438 \u0441\u0430 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u0438?<\/li>\n<li>\u041a\u0430\u043a\u0432\u0438 \u0441\u0430 \u043e\u0447\u0430\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430 \u0437\u0430 \u0438\u0437\u043f\u044a\u043b\u043d\u0435\u043d\u0438\u0435\u0442\u043e?<\/li>\n<li>\u041a\u0430\u043a\u0432\u0438 \u0440\u0430\u0437\u043f\u043e\u0440\u0435\u0434\u0431\u0438, \u0437\u0430\u043a\u043e\u043d\u0438 \u0438\u043b\u0438 \u0444\u0438\u0440\u043c\u0435\u043d\u0438 \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0438 \u0443\u0440\u0435\u0436\u0434\u0430\u0442 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435?<\/li>\n<\/ul>\n<p><strong> <\/strong><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0\"><\/span><strong>\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0412\u044a\u043f\u0440\u0435\u043a\u0438 \u0447\u0435 \u0441\u043f\u0430\u0437\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430 \u0435 \u0437\u0430\u0434\u044a\u043b\u0436\u0438\u0442\u0435\u043b\u043d\u043e, ETL \u0442\u0435\u0441\u0442\u0435\u0440\u0438\u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0442 \u0441\u0432\u043e\u0438\u0442\u0435 \u0437\u043d\u0430\u043d\u0438\u044f \u0438 \u043e\u043f\u0438\u0442, \u0437\u0430 \u0434\u0430 \u0442\u044a\u0440\u0441\u044f\u0442 \u043f\u0440\u043e\u0430\u043a\u0442\u0438\u0432\u043d\u043e \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u043d\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438, \u043d\u0435\u0441\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u044f \u0438\u043b\u0438 \u0433\u0440\u0435\u0448\u043a\u0438 \u0432 \u043d\u0430\u0447\u0430\u043b\u043e\u0442\u043e \u043d\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430. \u041c\u043d\u043e\u0433\u043e \u043f\u043e-\u043b\u0435\u0441\u043d\u043e \u0435 \u0434\u0430 \u0441\u0435 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u0430\u0442 \u0438 \u043e\u0442\u0441\u0442\u0440\u0430\u043d\u044f\u0442 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438\u0442\u0435 \u043d\u0430 \u0440\u0430\u043d\u0435\u043d \u0435\u0442\u0430\u043f \u0438 \u0442\u043e\u0432\u0430 \u043e\u0442\u043d\u0435\u043c\u0430 \u043c\u043d\u043e\u0433\u043e \u043f\u043e-\u043c\u0430\u043b\u043a\u043e \u0432\u0440\u0435\u043c\u0435.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%D0%98%D0%B4%D0%B5%D0%BD%D1%82%D0%B8%D1%84%D0%B8%D1%86%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%B8_%D0%B2%D0%B0%D0%BB%D0%B8%D0%B4%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B8%D0%B7%D1%82%D0%BE%D1%87%D0%BD%D0%B8%D1%86%D0%B8_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8\"><\/span><strong>#2. \u0418\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u0430\u043d\u0435 \u0438 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u0446\u0438 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0415\u0422\u041b \u0441\u0435 \u0437\u0430\u043d\u0438\u043c\u0430\u0432\u0430 \u0441 \u0438\u0437\u0432\u043b\u0438\u0447\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438 \u043e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u0446\u0438 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438, \u043a\u0430\u0442\u043e \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 ERP \u0438\u043b\u0438 CRM \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438, \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f, \u0434\u0440\u0443\u0433\u0438 \u0431\u0430\u0437\u0438 \u0434\u0430\u043d\u043d\u0438, \u0435\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u0438 \u0442\u0430\u0431\u043b\u0438\u0446\u0438 \u0438 \u0442.\u043d. \u0422\u0435\u0441\u0442\u0432\u0430\u0449\u0438\u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u043f\u043e\u0442\u0432\u044a\u0440\u0434\u044f\u0442, \u0447\u0435 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438 \u0441\u0430 \u0434\u043e\u0441\u0442\u044a\u043f\u043d\u0438, \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u0430\u043d\u0438 \u0441\u0430 \u043f\u0440\u0430\u0432\u0438\u043b\u043d\u043e \u0438 \u0441\u0430 \u0434\u043e\u0441\u0442\u0430\u0442\u044a\u0447\u043d\u043e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u0438, \u0437\u0430 \u0434\u0430 \u0441\u0435 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0442 \u043f\u043e \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-2\"><\/span><strong>\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0418\u0437\u0445\u043e\u0434\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438 \u0432 \u0440\u0435\u0430\u043b\u043d\u0438\u0442\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u0438 \u043e\u0431\u0438\u043a\u043d\u043e\u0432\u0435\u043d\u043e \u0441\u0430 \u0440\u0430\u0437\u0445\u0432\u044a\u0440\u043b\u044f\u043d\u0438. \u0418\u0437\u0433\u043e\u0442\u0432\u044f\u043d\u0435\u0442\u043e \u043d\u0430 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u0438 \u0437\u0430 \u043f\u0440\u043e\u0444\u0438\u043b\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0435 \u043e\u0442 \u043a\u043b\u044e\u0447\u043e\u0432\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043d\u0430 \u0442\u043e\u0437\u0438 \u0435\u0442\u0430\u043f, \u0437\u0430 \u0434\u0430 \u0441\u0435 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0430 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043b\u0438\u043f\u0441\u0432\u0430\u0449\u0438 \u0441\u0442\u043e\u0439\u043d\u043e\u0441\u0442\u0438, \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438 \u0441 \u0444\u043e\u0440\u043c\u0430\u0442\u0430, \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u0438 \u0438 \u0434\u0440\u0443\u0433\u0438 \u043d\u0435\u0441\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u044f, \u043a\u043e\u0438\u0442\u043e \u0438\u0441\u043a\u0430\u0442\u0435 \u0434\u0430 \u0437\u0430\u043f\u0430\u0437\u0438\u0442\u0435 \u043e\u0442 \u043b\u043e\u0433\u0438\u043a\u0430\u0442\u0430 \u043d\u0430 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%D0%9D%D0%B0%D0%BF%D0%B8%D1%81%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D1%82%D0%B5%D1%81%D1%82%D0%BE%D0%B2%D0%B8_%D1%81%D0%BB%D1%83%D1%87%D0%B0%D0%B8\"><\/span><strong>#3. \u041d\u0430\u043f\u0438\u0441\u0432\u0430\u043d\u0435 \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0438 \u0441\u043b\u0443\u0447\u0430\u0438<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0421\u043b\u0435\u0434 \u043a\u0430\u0442\u043e \u0438\u043c\u0430\u0442\u0435 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430 \u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u0438\u0442\u0435 \u0437\u0430 \u043f\u0440\u043e\u0444\u0438\u043b\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438, \u0435 \u0432\u0440\u0435\u043c\u0435 \u0434\u0430 \u0441\u044a\u0437\u0434\u0430\u0434\u0435\u0442\u0435 \u0442\u0435\u0441\u0442\u043e\u0432\u0438\u0442\u0435 \u0441\u043b\u0443\u0447\u0430\u0438, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u0438 \u0437\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043d\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 ETL. \u0421\u043b\u0443\u0447\u0430\u0438\u0442\u0435 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0432\u043a\u043b\u044e\u0447\u0432\u0430\u0442 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u043d\u0438 \u0442\u0435\u0441\u0442\u043e\u0432\u0435, \u043a\u0430\u043a\u0442\u043e \u0438 \u043a\u0440\u0430\u0439\u043d\u0438 \u0441\u043b\u0443\u0447\u0430\u0438 \u0438 \u0432\u0441\u0438\u0447\u043a\u0438 \u043e\u0431\u043b\u0430\u0441\u0442\u0438, \u043a\u043e\u0438\u0442\u043e \u0441\u0442\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u043b\u0438 \u043a\u0430\u0442\u043e \u0442\u0430\u043a\u0438\u0432\u0430 \u0441 \u0432\u0438\u0441\u043e\u043a \u0440\u0438\u0441\u043a \u043e\u0442 \u043d\u0435\u0443\u0441\u043f\u0435\u0445.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-3\"><\/span><strong>\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0435\u0434\u0438\u043d\u0438\u0447\u043d\u0438 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0435 \u0434\u043e\u0431\u0440\u043e, \u043d\u043e \u0438\u0437\u0433\u0440\u0430\u0436\u0434\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0438 \u0441\u043b\u0443\u0447\u0430\u0438, \u043a\u043e\u0438\u0442\u043e \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0442 \u043a\u0430\u043a \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0441\u0435 \u0432\u043b\u0438\u044f\u044f\u0442, \u0434\u043e\u043a\u0430\u0442\u043e \u0441\u0435 \u043f\u0440\u0435\u0434\u0430\u0432\u0430\u0442 \u043f\u0440\u0435\u0437 \u0446\u0435\u043b\u0438\u044f ETL \u0442\u0440\u044a\u0431\u043e\u043f\u0440\u043e\u0432\u043e\u0434, \u0435 \u043f\u043e-\u0434\u043e\u0431\u0440\u043e.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%D0%98%D0%B7%D0%BF%D1%8A%D0%BB%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5_%D0%BD%D0%B0_%D1%82%D0%B5%D1%81%D1%82%D0%BE%D0%B2%D0%B8_%D1%81%D0%BB%D1%83%D1%87%D0%B0%D0%B8\"><\/span><strong>#4. \u0418\u0437\u043f\u044a\u043b\u043d\u0435\u043d\u0438\u0435 \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0438 \u0441\u043b\u0443\u0447\u0430\u0438<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0421\u0435\u0433\u0430 \u0435 \u0432\u0440\u0435\u043c\u0435 \u0434\u0430 \u043f\u0440\u0438\u043b\u043e\u0436\u0438\u0442\u0435 \u0442\u0435\u0441\u0442\u043e\u0432\u0438\u0442\u0435 \u0441\u0438 \u0441\u043b\u0443\u0447\u0430\u0438. \u0422\u0435\u0441\u0442\u0432\u0430\u0449\u0438\u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u043d\u0430\u043f\u0440\u0430\u0432\u044f\u0442 \u0432\u0441\u0438\u0447\u043a\u043e \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e \u0434\u0430 \u0441\u0438\u043c\u0443\u043b\u0438\u0440\u0430\u0442 \u0440\u0435\u0430\u043b\u043d\u0438 \u0443\u0441\u043b\u043e\u0432\u0438\u044f \u0438\u043b\u0438, \u043a\u043e\u0433\u0430\u0442\u043e \u0435 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e, \u0434\u0430 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0442 \u0440\u0435\u0430\u043b\u043d\u0438 \u0443\u0441\u043b\u043e\u0432\u0438\u044f.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-4\"><\/span><strong>\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438\u0442\u0435 \u0437\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u0430\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u0441\u0430 \u043e\u0442 \u0441\u044a\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0442\u0443\u043a. \u0412\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0442\u0430 \u0437\u0430 \u0441\u044a\u0437\u0434\u0430\u0432\u0430\u043d\u0435 \u043d\u0430 \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u043d\u0438 \u0438 \u0432\u044a\u0437\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u043c\u0438 \u0442\u0435\u0441\u0442\u043e\u0432\u0435 \u0441\u043f\u0435\u0441\u0442\u044f\u0432\u0430 \u043e\u0433\u0440\u043e\u043c\u043d\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0432\u0440\u0435\u043c\u0435 \u0438 \u0443\u0441\u0438\u043b\u0438\u044f. \u041d\u0435\u0449\u043e \u043f\u043e\u0432\u0435\u0447\u0435, \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0435 \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0435, \u0442\u044a\u0439 \u043a\u0430\u0442\u043e \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u0446\u0438\u0442\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438 \u0441\u0435 \u0430\u043a\u0442\u0443\u0430\u043b\u0438\u0437\u0438\u0440\u0430\u0442 \u0438\u043b\u0438 \u0441\u0435 \u043f\u0440\u0430\u0432\u044f\u0442 \u043f\u0440\u043e\u043c\u0435\u043d\u0438 \u0432 \u0441\u0430\u043c\u0438\u044f \u043f\u0440\u043e\u0446\u0435\u0441 \u043d\u0430 ETL.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%D0%93%D0%B5%D0%BD%D0%B5%D1%80%D0%B8%D1%80%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%BE%D1%82%D1%87%D0%B5%D1%82%D0%B8\"><\/span><strong>#5. \u0413\u0435\u043d\u0435\u0440\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u043e\u0442\u0447\u0435\u0442\u0438<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0421\u043b\u0435\u0434 \u043a\u0430\u0442\u043e \u0438\u0437\u0432\u044a\u0440\u0448\u0438\u0442\u0435 \u0442\u0435\u0441\u0442\u043e\u0432\u0435\u0442\u0435 \u0441\u0438, \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0438\u0440\u0430\u0442\u0435 \u0432\u044f\u0440\u043d\u043e \u0440\u0435\u0437\u0443\u043b\u0442\u0430\u0442\u0438\u0442\u0435 \u0441\u0438. \u0417\u0430\u043f\u0438\u0448\u0435\u0442\u0435 \u0440\u0435\u0437\u0443\u043b\u0442\u0430\u0442\u0438\u0442\u0435 \u0441\u0438 \u0438 \u0432\u043a\u043b\u044e\u0447\u0435\u0442\u0435:<\/p>\n<ul>\n<li>\u0423\u0441\u043f\u0435\u0445\u0438<\/li>\n<li>\u041d\u0435\u0443\u0441\u043f\u0435\u0445\u0438<\/li>\n<li>\u041e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u044f \u043e\u0442 \u043e\u0447\u0430\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430<\/li>\n<li>\u041a\u0430\u043a\u0432\u0438 \u043f\u043e\u043f\u0440\u0430\u0432\u043a\u0438 \u0438\u043b\u0438 \u043f\u0440\u043e\u043c\u0435\u043d\u0438 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0441\u0435 \u043d\u0430\u043f\u0440\u0430\u0432\u044f\u0442<\/li>\n<\/ul>\n<p>\u0422\u0435\u0437\u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u0438 \u043d\u0435 \u0441\u0430\u043c\u043e \u043f\u043e\u0442\u0432\u044a\u0440\u0436\u0434\u0430\u0432\u0430\u0442 \u0441\u044a\u0441\u0442\u043e\u044f\u043d\u0438\u0435\u0442\u043e \u043d\u0430 \u0432\u0430\u0448\u0430\u0442\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430. \u0422\u0435 \u0441\u044a\u0449\u043e \u0442\u0430\u043a\u0430 \u0449\u0435 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u044f\u0442 \u0433\u0440\u0430\u0444\u0438\u043a \u0437\u0430 \u0432\u0441\u0438\u0447\u043a\u0438 \u043f\u043e\u043f\u0440\u0430\u0432\u043a\u0438, \u043a\u043e\u0438\u0442\u043e \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u043d\u0430\u043f\u0440\u0430\u0432\u0438\u0442\u0435, \u043a\u0430\u0442\u043e \u0441\u044a\u0449\u0435\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u044f\u0442 \u0432\u0430\u0436\u043d\u0430 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u0430 \u0437\u0430 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 ETL.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-5\"><\/span><strong>\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0414\u043e\u043a\u043b\u0430\u0434\u0438\u0442\u0435 \u0441\u0430 \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438 \u0437\u0430 \u0432\u0441\u0438\u0447\u043a\u0438, \u0432\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u043d\u043e \u0438 \u0437\u0430 \u043d\u0435\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438 \u0437\u0430\u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043e\u0432\u0430\u043d\u0438 \u0441\u0442\u0440\u0430\u043d\u0438. \u0421\u0442\u0440\u0435\u043c\u0435\u0442\u0435 \u0441\u0435 \u0434\u0430 \u043d\u0430\u043c\u0430\u043b\u0438\u0442\u0435 \u0436\u0430\u0440\u0433\u043e\u043d\u0430 \u0438 \u043f\u0440\u0435\u043a\u0430\u043b\u0435\u043d\u043e \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0442\u0435 \u043f\u043e\u043d\u044f\u0442\u0438\u044f \u0438 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0439\u0442\u0435 \u0432\u0438\u0437\u0443\u0430\u043b\u043d\u0438 \u043e\u0431\u043e\u0431\u0449\u0435\u043d\u0438\u044f \u043a\u0430\u0442\u043e \u0433\u0440\u0430\u0444\u0438\u043a\u0438, \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u0438 \u0438 \u0434\u0440\u0443\u0433\u0438, \u0437\u0430 \u0434\u0430 \u043e\u0431\u044f\u0441\u043d\u0438\u0442\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0430.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_%D0%9F%D0%BE%D0%B2%D1%82%D0%BE%D1%80%D0%BD%D0%BE_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%B7%D0%B0_%D0%B3%D1%80%D0%B5%D1%88%D0%BA%D0%B8_%D0%B8_%D0%B4%D0%B5%D1%84%D0%B5%D0%BA%D1%82%D0%B8\"><\/span><strong>#6. \u041f\u043e\u0432\u0442\u043e\u0440\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0437\u0430 \u0433\u0440\u0435\u0448\u043a\u0438 \u0438 \u0434\u0435\u0444\u0435\u043a\u0442\u0438<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0421\u043b\u0435\u0434 \u0442\u043e\u0432\u0430 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u0435 \u0434\u0430\u043b\u0438 \u0433\u0440\u0435\u0448\u043a\u0438\u0442\u0435 \u0438 \u0434\u0435\u0444\u0435\u043a\u0442\u0438\u0442\u0435, \u043e\u0442\u043a\u0440\u0438\u0442\u0438 \u043f\u043e \u0432\u0440\u0435\u043c\u0435 \u043d\u0430 \u0438\u0437\u043f\u044a\u043b\u043d\u0435\u043d\u0438\u0435\u0442\u043e \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0435\u0442\u0435, \u0441\u0430 \u043e\u0442\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438. \u041e\u0441\u0432\u0435\u043d \u0442\u043e\u0432\u0430 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u043f\u043e\u0442\u0432\u044a\u0440\u0434\u0438\u0442\u0435, \u0447\u0435 \u0432\u0441\u0438\u0447\u043a\u0438 \u043f\u0440\u043e\u043c\u0435\u043d\u0438, \u0432\u044a\u0432\u0435\u0434\u0435\u043d\u0438 \u043f\u043e \u0432\u0440\u0435\u043c\u0435 \u043d\u0430 \u0442\u043e\u0437\u0438 \u043f\u0440\u043e\u0446\u0435\u0441, \u043d\u0435 \u0441\u0430 \u0434\u043e\u0432\u0435\u043b\u0438 \u0434\u043e \u043d\u043e\u0432\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-6\"><\/span><strong>\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u0437\u0430 \u0440\u0435\u0433\u0440\u0435\u0441\u0438\u044f \u0435 \u043e\u0442 \u0440\u0435\u0448\u0430\u0432\u0430\u0449\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043d\u0430 \u0442\u043e\u0437\u0438 \u0435\u0442\u0430\u043f, \u0442\u044a\u0439 \u043a\u0430\u0442\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 ETL \u0435 \u0441\u043b\u043e\u0436\u0435\u043d \u0438 \u0432\u0437\u0430\u0438\u043c\u043e\u0441\u0432\u044a\u0440\u0437\u0430\u043d. \u0415\u0434\u043d\u0430 \u043f\u043e\u043f\u0440\u0430\u0432\u043a\u0430 \u043c\u043e\u0436\u0435 \u0434\u0430 \u0434\u043e\u0432\u0435\u0434\u0435 \u0434\u043e \u043d\u0435\u043f\u0440\u0435\u0434\u0432\u0438\u0434\u0435\u043d\u0438 \u0438 \u043d\u0430\u043f\u044a\u043b\u043d\u043e \u043d\u0435\u043e\u0447\u0430\u043a\u0432\u0430\u043d\u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u0438\u0446\u0438 \u0437\u0430 \u0446\u0435\u043b\u0438\u044f \u043f\u0440\u043e\u0446\u0435\u0441 \u043d\u0430 ETL.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_%D0%9E%D0%BA%D0%BE%D0%BD%D1%87%D0%B0%D1%82%D0%B5%D0%BB%D0%BD%D0%B8_%D0%B4%D0%BE%D0%BA%D0%BB%D0%B0%D0%B4%D0%B8\"><\/span><strong>#7. \u041e\u043a\u043e\u043d\u0447\u0430\u0442\u0435\u043b\u043d\u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u0438<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u041e\u043a\u043e\u043d\u0447\u0430\u0442\u0435\u043b\u043d\u0438\u0442\u0435 \u0434\u043e\u043a\u043b\u0430\u0434\u0438 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u044f\u0442 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u043e\u0431\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u043d\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 \u043d\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL. \u041f\u043e\u0434\u0447\u0435\u0440\u0442\u0430\u0439\u0442\u0435 \u043e\u0431\u043b\u0430\u0441\u0442\u0438\u0442\u0435 \u043d\u0430 \u0443\u0441\u043f\u0435\u0445 \u0438 \u0432\u0441\u0438\u0447\u043a\u0438 \u043e\u0431\u043b\u0430\u0441\u0442\u0438, \u043a\u043e\u0438\u0442\u043e \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u0442 \u0434\u043e\u043f\u044a\u043b\u043d\u0438\u0442\u0435\u043b\u043d\u0430 \u0440\u0430\u0431\u043e\u0442\u0430. \u0418 \u043d\u0430\u043a\u0440\u0430\u044f, \u043d\u0430\u043f\u0440\u0430\u0432\u0435\u0442\u0435 \u0446\u044f\u043b\u043e\u0441\u0442\u043d\u0430 \u043e\u0446\u0435\u043d\u043a\u0430 \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u0438 \u043d\u0430\u0434\u0435\u0436\u0434\u043d\u043e\u0441\u0442\u0442\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u043e\u0442 ETL.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-7\"><\/span><strong>\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u041e\u043a\u043e\u043d\u0447\u0430\u0442\u0435\u043b\u043d\u0438\u044f\u0442 \u0432\u0438 \u0434\u043e\u043a\u043b\u0430\u0434 \u043d\u0435 \u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0437\u0430\u043f\u0438\u0441. \u0414\u043e\u0431\u0440\u0435 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0442\u0435 \u0438 \u0434\u043e\u0431\u0440\u0435 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u0430\u043d\u0438 \u0442\u0435\u0441\u0442\u043e\u0432\u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u0438 \u0449\u0435 \u0441\u0442\u0430\u043d\u0430\u0442 \u0447\u0430\u0441\u0442 \u043e\u0442 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0435\u043d\u0430\u0442\u0430 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u0438 \u0449\u0435 \u043f\u043e\u043c\u043e\u0433\u043d\u0430\u0442 \u0434\u0430 \u0441\u0435 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0430, \u0447\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 ETL \u0441\u0435 \u043f\u043e\u0434\u043e\u0431\u0440\u044f\u0432\u0430 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u0430 \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_%D0%9F%D1%80%D0%B8%D0%BA%D0%BB%D1%8E%D1%87%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%BE%D1%82%D1%87%D0%B5%D1%82%D0%B8%D1%82%D0%B5\"><\/span><strong>#8. \u041f\u0440\u0438\u043a\u043b\u044e\u0447\u0432\u0430\u043d\u0435 \u043d\u0430 \u043e\u0442\u0447\u0435\u0442\u0438\u0442\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0418 \u043d\u0430\u043a\u0440\u0430\u044f, \u0441\u043b\u0435\u0434 \u043a\u0430\u0442\u043e \u0434\u043e\u043a\u043b\u0430\u0434\u0438\u0442\u0435 \u0431\u044a\u0434\u0430\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0435\u043d\u0438 \u0438 \u0440\u0430\u0437\u0431\u0440\u0430\u043d\u0438 \u043e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438\u0442\u0435 \u0437\u0430\u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043e\u0432\u0430\u043d\u0438 \u0441\u0442\u0440\u0430\u043d\u0438, \u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0431\u044a\u0434\u0430\u0442 \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u043d\u043e \u043f\u0440\u0438\u0435\u0442\u0438. \u0414\u043e\u043a\u043b\u0430\u0434\u0438\u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0441\u044a\u0434\u044a\u0440\u0436\u0430\u0442 \u044f\u0441\u0435\u043d \u043f\u043b\u0430\u043d \u0437\u0430 \u0432\u0441\u0438\u0447\u043a\u0438 \u0435\u043b\u0435\u043c\u0435\u043d\u0442\u0438, \u043a\u043e\u0438\u0442\u043e \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0431\u044a\u0434\u0430\u0442 \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438, \u0438\u043b\u0438 \u0437\u0430 \u043f\u043e-\u043d\u0430\u0442\u0430\u0442\u044a\u0448\u043d\u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f, \u043a\u043e\u0438\u0442\u043e \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0431\u044a\u0434\u0430\u0442 \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u0435\u0442\u0438.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D0%A1%D1%8A%D0%B2%D0%B5%D1%82_%D0%BD%D0%B0_%D0%B5%D0%BA%D1%81%D0%BF%D0%B5%D1%80%D1%82%D0%B0-8\"><\/span><strong>\u0421\u044a\u0432\u0435\u0442 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u0430:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0412\u044a\u043f\u0440\u0435\u043a\u0438 \u0447\u0435 \u0437\u0430\u0442\u0432\u0430\u0440\u044f\u043d\u0435\u0442\u043e \u043d\u0430 \u043e\u0442\u0447\u0435\u0442\u0438\u0442\u0435 \u0435 \u0441\u0438\u043b\u0435\u043d \u0437\u043d\u0430\u043a, \u0447\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 \u043d\u0430 ETL \u0435 \u0434\u043e\u0441\u0442\u0438\u0433\u043d\u0430\u043b \u043f\u0440\u0438\u0435\u043c\u043b\u0438\u0432\u043e \u043d\u0438\u0432\u043e, \u043d\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0437\u0430\u0431\u0440\u0430\u0432\u044f\u0442\u0435, \u0447\u0435 \u0442\u0430\u0437\u0438 \u0440\u0430\u0431\u043e\u0442\u0430 \u043d\u0438\u043a\u043e\u0433\u0430 \u043d\u0435 \u0435 \u043d\u0430\u043f\u044a\u043b\u043d\u043e \u0437\u0430\u0432\u044a\u0440\u0448\u0435\u043d\u0430. \u041d\u0435\u043f\u0440\u0435\u043a\u044a\u0441\u043d\u0430\u0442\u043e\u0442\u043e \u0443\u0441\u044a\u0432\u044a\u0440\u0448\u0435\u043d\u0441\u0442\u0432\u0430\u043d\u0435 \u0438 \u0440\u0435\u0430\u0433\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u043f\u0440\u043e\u043c\u0435\u043d\u0438 \u0432 \u0438\u0437\u0445\u043e\u0434\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438, \u0445\u0430\u0440\u0434\u0443\u0435\u0440\u0430 \u0438\u043b\u0438 \u0434\u043e\u0440\u0438 \u0432 \u043f\u0440\u043e\u043c\u0435\u043d\u044f\u0449\u0438\u0442\u0435 \u0441\u0435 \u0431\u0438\u0437\u043d\u0435\u0441 \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u043e\u0437\u043d\u0430\u0447\u0430\u0432\u0430, \u0447\u0435 \u0432\u0441\u044f\u043a\u043e \u043f\u0440\u0438\u0435\u043c\u0430\u043d\u0435 \u0435 \u0441\u0430\u043c\u043e \u0435\u0442\u0430\u043f \u043e\u0442 \u0435\u0434\u0438\u043d \u043d\u0435\u043f\u0440\u0435\u043a\u044a\u0441\u043d\u0430\u0442 \u043f\u0440\u043e\u0446\u0435\u0441.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%D0%98%D0%B7%D0%B2%D0%BB%D0%B5%D1%87%D0%B5%D1%82%D0%B5_%D1%82%D1%80%D0%B0%D0%BD%D1%81%D1%84%D0%BE%D1%80%D0%BC%D0%B0%D1%86%D0%B8%D1%8F%D1%82%D0%B0_%D0%BD%D0%B0_%D1%82%D0%B5%D1%81%D1%82%D0%BE%D0%B2%D0%B5%D1%82%D0%B5_%D0%B7%D0%B0_%D0%BD%D0%B0%D1%82%D0%BE%D0%B2%D0%B0%D1%80%D0%B2%D0%B0%D0%BD%D0%B5\"><\/span><strong>\u0418\u0437\u0432\u043b\u0435\u0447\u0435\u0442\u0435 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u0442\u0430 \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0435\u0442\u0435 \u0437\u0430 \u043d\u0430\u0442\u043e\u0432\u0430\u0440\u0432\u0430\u043d\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"3b474c\" data-has-transparency=\"false\" style=\"--dominant-color: #3b474c;\" decoding=\"async\" class=\"aligncenter wp-image-74945 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1024x683.webp\" alt=\"\u0410\u043d\u0430\u043b\u0438\u0437 \u043d\u0430 \u0433\u0440\u0430\u043d\u0438\u0447\u043d\u0430\u0442\u0430 \u0441\u0442\u043e\u0439\u043d\u043e\u0441\u0442 (BVA) - \u0432\u0438\u0434\u043e\u0432\u0435, \u043f\u0440\u043e\u0446\u0435\u0441, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0438 \u043e\u0449\u0435!\" width=\"389\" height=\"259\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-jpeg.webp 1920w\" sizes=\"(max-width: 389px) 100vw, 389px\" \/><\/p>\n<p>\u0426\u044f\u043b\u043e\u0441\u0442\u043d\u0438\u044f\u0442 \u043f\u0440\u043e\u0446\u0435\u0441 \u043d\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u0435 \u043e\u0442 \u0441\u044a\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0437\u0430 \u0435\u043a\u0438\u043f\u0438\u0442\u0435 \u0438 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0438\u0442\u0435, \u043a\u043e\u0438\u0442\u043e \u0440\u0430\u0437\u0447\u0438\u0442\u0430\u0442 \u043d\u0430 \u0430\u043d\u0430\u043b\u0438\u0437\u0438 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438. \u041d\u0435\u043a\u0430 \u0440\u0430\u0437\u0433\u043b\u0435\u0434\u0430\u043c\u0435 \u043f\u043e\u043b\u0437\u0438\u0442\u0435, \u043a\u043e\u0438\u0442\u043e \u043c\u043e\u0436\u0435\u0442\u0435 \u0434\u0430 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u0442\u0435, \u043a\u043e\u0433\u0430\u0442\u043e \u0441\u0435 \u0430\u043d\u0433\u0430\u0436\u0438\u0440\u0430\u0442\u0435 \u0441 \u043f\u043e\u0434\u0445\u043e\u0434 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%D0%A2%D0%BE%D1%87%D0%BD%D0%BE%D1%81%D1%82_%D0%B8_%D1%86%D1%8F%D0%BB%D0%BE%D1%81%D1%82_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8%D1%82%D0%B5\"><\/span><strong>1. \u0422\u043e\u0447\u043d\u043e\u0441\u0442 \u0438 \u0446\u044f\u043b\u043e\u0441\u0442 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u041e\u0441\u043d\u043e\u0432\u043d\u0430\u0442\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u044f \u043d\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0435 \u0434\u0430 \u0441\u0435 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0430, \u0447\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0432\u0430\u0442\u0435 \u0447\u0438\u0441\u0442\u0438 \u0438 \u043d\u0430\u0434\u0435\u0436\u0434\u043d\u0438 \u0434\u0430\u043d\u043d\u0438 \u0432 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435\u0442\u043e \u0441\u0438 \u0437\u0430 \u0434\u0430\u043d\u043d\u0438. \u041f\u0440\u0430\u0432\u0438\u043b\u043d\u0438\u044f\u0442 \u043f\u043e\u0434\u0445\u043e\u0434 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u043e\u0437\u043d\u0430\u0447\u0430\u0432\u0430:<\/p>\n<ul>\n<li>\u041d\u0435 \u0433\u0443\u0431\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438 \u043f\u043e \u0432\u0440\u0435\u043c\u0435 \u043d\u0430 \u0438\u0437\u0432\u043b\u0438\u0447\u0430\u043d\u0435\u0442\u043e<\/li>\n<li>\u0412\u0430\u0448\u0438\u0442\u0435 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043d\u0435 \u0441\u044a\u0434\u044a\u0440\u0436\u0430\u0442 \u0433\u0440\u0435\u0448\u043a\u0438<\/li>\n<li>\u0414\u0430\u043d\u043d\u0438\u0442\u0435 \u0434\u043e\u0441\u0442\u0438\u0433\u0430\u0442 \u0434\u043e \u0446\u0435\u043b\u0435\u0432\u0430\u0442\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430, \u043a\u0430\u043a\u0442\u043e \u0441\u0442\u0435 \u043f\u0440\u0435\u0434\u0432\u0438\u0434\u0438\u043b\u0438.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%D0%A1%D0%BF%D0%B5%D1%81%D1%82%D1%8F%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%B2%D1%80%D0%B5%D0%BC%D0%B5_%D0%B8_%D0%BF%D0%B0%D1%80%D0%B8\"><\/span><strong>2. \u0421\u043f\u0435\u0441\u0442\u044f\u0432\u0430\u043d\u0435 \u043d\u0430 \u0432\u0440\u0435\u043c\u0435 \u0438 \u043f\u0430\u0440\u0438<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0432 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435\u0442\u043e \u0437\u0430 \u0434\u0430\u043d\u043d\u0438 \u0435 \u0432\u0430\u0436\u043d\u043e, \u0442\u044a\u0439 \u043a\u0430\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0432\u0430 \u0440\u0430\u043d\u043d\u043e \u043e\u0442\u043a\u0440\u0438\u0432\u0430\u043d\u0435 \u043d\u0430 \u0433\u0440\u0435\u0448\u043a\u0438. \u041c\u043d\u043e\u0433\u043e \u043f\u043e-\u0436\u0435\u043b\u0430\u0442\u0435\u043b\u043d\u043e \u0435 \u0434\u0430 \u0441\u0435 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u0430\u0442 \u0438 \u043e\u0442\u0441\u0442\u0440\u0430\u043d\u044f\u0442 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438\u0442\u0435 \u0441 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u043d\u0430 \u0440\u0430\u043d\u0435\u043d \u0435\u0442\u0430\u043f, \u043e\u0442\u043a\u043e\u043b\u043a\u043e\u0442\u043e \u0434\u0430 \u0441\u0435 \u0440\u0435\u0448\u0430\u0432\u0430\u0442 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438, \u043a\u043e\u0433\u0430\u0442\u043e \u043a\u043e\u043d\u044f\u0442 \u0435 \u0438\u0437\u0431\u044f\u0433\u0430\u043b \u043e\u0442 \u043a\u043e\u043d\u044e\u0448\u043d\u044f\u0442\u0430. \u0421\u043f\u043e\u0440\u0435\u0434 Gartner \u043b\u043e\u0448\u043e\u0442\u043e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043d\u0430<a href=\"https:\/\/www.gartner.com\/smarterwithgartner\/how-to-improve-your-data-quality\"> \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0441\u0442\u0440\u0443\u0432\u0430 \u043d\u0430 \u0435\u043a\u0438\u043f\u0438\u0442\u0435 \u0441\u0440\u0435\u0434\u043d\u043e 13 \u043c\u0438\u043b\u0438\u043e\u043d\u0430 \u0434\u043e\u043b\u0430\u0440\u0430 \u0432\u0441\u044f\u043a\u0430 \u0433\u043e\u0434\u0438\u043d\u0430<\/a>. \u0417\u0430\u043f\u043e\u0447\u043d\u0435\u0442\u0435 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0440\u0430\u043d\u0435\u043d \u0435\u0442\u0430\u043f \u0438 \u0449\u0435 \u0441\u043f\u0435\u0441\u0442\u0438\u0442\u0435 \u0432\u0440\u0435\u043c\u0435 \u0438 \u043f\u0430\u0440\u0438.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%D0%98%D0%B7%D0%BF%D1%8A%D0%BB%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5\"><\/span><strong>3. \u0418\u0437\u043f\u044a\u043b\u043d\u0435\u043d\u0438\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u041b\u043e\u0448\u0438\u0442\u0435 ETL \u043f\u0440\u043e\u0446\u0435\u0441\u0438 \u043c\u043e\u0433\u0430\u0442 \u0434\u0430 \u0437\u0430\u0442\u0440\u0443\u0434\u043d\u044f\u0442 \u0441\u0438\u0441\u0442\u0435\u043c\u0438\u0442\u0435 \u0432\u0438 \u0437\u0430 \u0434\u0430\u043d\u043d\u0438 \u0438 \u0434\u0430 \u043d\u0430\u043c\u0430\u043b\u044f\u0442 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0442\u0435, \u043e\u0442\u0447\u0435\u0442\u0438\u0442\u0435 \u0438 \u0432\u0437\u0435\u043c\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0440\u0435\u0448\u0435\u043d\u0438\u044f. \u0414\u043e\u0431\u0440\u0438\u044f\u0442 \u043f\u0440\u043e\u0446\u0435\u0441 \u043d\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u0432\u0438 \u043f\u043e\u043c\u0430\u0433\u0430 \u0434\u0430 \u0441\u0435 \u043f\u0440\u0438\u0434\u044a\u0440\u0436\u0430\u0442\u0435 \u043a\u044a\u043c \u043f\u0440\u0430\u0432\u0438\u043b\u043d\u0438\u044f \u043f\u044a\u0442, \u043a\u0430\u0442\u043e \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u0430 \u0442\u0435\u0441\u043d\u0438\u0442\u0435 \u043c\u0435\u0441\u0442\u0430 \u0432 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0438 \u0434\u0440\u0443\u0433\u0438 \u043e\u0431\u043b\u0430\u0441\u0442\u0438, \u043a\u043e\u0438\u0442\u043e \u0441\u0435 \u043d\u0443\u0436\u0434\u0430\u044f\u0442 \u043e\u0442 \u043f\u043e\u0434\u043e\u0431\u0440\u0435\u043d\u0438\u0435.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%D0%A1%D1%8A%D0%BE%D1%82%D0%B2%D0%B5%D1%82%D1%81%D1%82%D0%B2%D0%B8%D0%B5\"><\/span><strong>4. \u0421\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0417\u0430 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u0438\u0442\u0435 \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0446\u0438\u0438 \u0438 \u0434\u043e\u0441\u0442\u0430\u0432\u0447\u0438\u0446\u0438\u0442\u0435 \u043d\u0430 \u0437\u0434\u0440\u0430\u0432\u043d\u0438 \u0443\u0441\u043b\u0443\u0433\u0438 \u0441\u044a\u0449\u0435\u0441\u0442\u0432\u0443\u0432\u0430\u0442 \u0441\u0442\u0440\u043e\u0433\u0438 \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u0437\u0430 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435. \u041d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u043d\u043e\u0442\u043e \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0432\u0430\u043d\u0435 \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u043c\u043e\u0436\u0435 \u0434\u0430 \u0434\u043e\u0432\u0435\u0434\u0435 \u0434\u043e \u043e\u0442\u043d\u0435\u043c\u0430\u043d\u0435 \u043d\u0430 \u043b\u0438\u0446\u0435\u043d\u0437\u0430 \u0438\u043b\u0438 \u0434\u043e \u0433\u043e\u043b\u0435\u043c\u0438 \u0433\u043b\u043e\u0431\u0438. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0432\u0438 \u043f\u043e\u043c\u0430\u0433\u0430 \u0434\u0430 \u0441\u0435 \u0443\u0432\u0435\u0440\u0438\u0442\u0435, \u0447\u0435 \u0441\u043f\u0430\u0437\u0432\u0430\u0442\u0435 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430 \u0437\u0430 \u0441\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 \u0438 \u0437\u0430\u0449\u0438\u0442\u0430\u0432\u0430\u0442\u0435 \u043f\u043e\u0432\u0435\u0440\u0438\u0442\u0435\u043b\u043d\u0430\u0442\u0430 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%D0%9F%D0%BE-%D0%B4%D0%BE%D0%B1%D1%80%D0%BE_%D0%B2%D0%B7%D0%B5%D0%BC%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D1%80%D0%B5%D1%88%D0%B5%D0%BD%D0%B8%D1%8F\"><\/span><strong>5. \u041f\u043e-\u0434\u043e\u0431\u0440\u043e \u0432\u0437\u0435\u043c\u0430\u043d\u0435 \u043d\u0430 \u0440\u0435\u0448\u0435\u043d\u0438\u044f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u041a\u043e\u043b\u043a\u043e\u0442\u043e \u043f\u043e-\u0442\u043e\u0447\u043d\u0438 \u0438 \u043d\u0430\u0434\u0435\u0436\u0434\u043d\u0438 \u0441\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0432\u0438, \u0442\u043e\u043b\u043a\u043e\u0432\u0430 \u043f\u043e-\u0443\u0432\u0435\u0440\u0435\u043d\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0434\u0430 \u0431\u044a\u0434\u0435\u0442\u0435 \u0432 \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u0442\u0430, \u0431\u0430\u0437\u0438\u0440\u0430\u043d\u0438 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0430, \u0447\u0435 \u043c\u043e\u0436\u0435\u0442\u0435 \u0434\u0430 \u0440\u0430\u0437\u0447\u0438\u0442\u0430\u0442\u0435 \u043d\u0430 \u0441\u044a\u0434\u044a\u0440\u0436\u0430\u043d\u0438\u0435\u0442\u043e \u0432 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435\u0442\u043e \u0437\u0430 \u0434\u0430\u043d\u043d\u0438, \u0437\u0430 \u0434\u0430 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u0442\u0430, \u043e\u0442 \u043a\u043e\u044f\u0442\u043e \u0441\u0435 \u043d\u0443\u0436\u0434\u0430\u0435\u0442\u0435, \u0437\u0430 \u0434\u0430 \u043d\u0430\u043f\u0440\u0430\u0432\u0438\u0442\u0435 \u043f\u0440\u0430\u0432\u0438\u043b\u043d\u0438\u0442\u0435 \u0441\u0442\u044a\u043f\u043a\u0438.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%D0%9F%D1%80%D0%B5%D0%B4%D0%B8%D0%B7%D0%B2%D0%B8%D0%BA%D0%B0%D1%82%D0%B5%D0%BB%D1%81%D1%82%D0%B2%D0%B0_%D1%81%D0%B2%D1%8A%D1%80%D0%B7%D0%B0%D0%BD%D0%B8_%D1%81_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5%D1%82%D0%BE_%D0%BD%D0%B0_ETL\"><\/span><strong>\u041f\u0440\u0435\u0434\u0438\u0437\u0432\u0438\u043a\u0430\u0442\u0435\u043b\u0441\u0442\u0432\u0430, \u0441\u0432\u044a\u0440\u0437\u0430\u043d\u0438 \u0441 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-49778\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/challenges-load-testing-1024x683-1.jpg\" alt=\"\u043f\u0440\u0435\u0434\u0438\u0437\u0432\u0438\u043a\u0430\u0442\u0435\u043b\u0441\u0442\u0432\u0430\u0442\u0430 \u043f\u0440\u0438 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u043d\u0430\u0442\u043e\u0432\u0430\u0440\u0432\u0430\u043d\u0435\u0442\u043e\" width=\"426\" height=\"284\"><\/p>\n<p>\u041e\u0441\u0438\u0433\u0443\u0440\u044f\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0434\u043e\u0431\u0440\u043e\u0442\u043e \u0441\u044a\u0441\u0442\u043e\u044f\u043d\u0438\u0435 \u043d\u0430 \u0442\u0440\u044a\u0431\u043e\u043f\u0440\u043e\u0432\u043e\u0434\u0430 \u0437\u0430 \u0434\u0430\u043d\u043d\u0438 \u0435 \u043e\u0442 \u0441\u044a\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435, \u043d\u043e \u0435 \u0441\u0432\u044a\u0440\u0437\u0430\u043d\u043e \u0441 \u043d\u044f\u043a\u043e\u0438 \u0442\u0440\u0443\u0434\u043d\u043e\u0441\u0442\u0438. \u041d\u0435\u043a\u0430 \u0440\u0430\u0437\u0433\u043b\u0435\u0434\u0430\u043c\u0435 \u043f\u0440\u0435\u0434\u0438\u0437\u0432\u0438\u043a\u0430\u0442\u0435\u043b\u0441\u0442\u0432\u0430\u0442\u0430, \u0441\u0432\u044a\u0440\u0437\u0430\u043d\u0438 \u0441 \u043d\u0430\u0434\u0435\u0436\u0434\u043d\u0438\u0442\u0435 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0432 ETL.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%D0%9E%D0%B1%D0%B5%D0%BC_%D0%B8_%D1%81%D0%BB%D0%BE%D0%B6%D0%BD%D0%BE%D1%81%D1%82_%D0%BD%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D0%B8%D1%82%D0%B5\"><\/span><strong>1. \u041e\u0431\u0435\u043c \u0438 \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0414\u043e\u0431\u0440\u0438\u044f\u0442 \u043f\u0440\u043e\u0446\u0435\u0441 \u043d\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u043e\u0437\u043d\u0430\u0447\u0430\u0432\u0430 \u0440\u0430\u0431\u043e\u0442\u0430 \u0441 \u0433\u043e\u043b\u0435\u043c\u0438 \u043e\u0431\u0435\u043c\u0438 \u043e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0432\u0438\u0434\u043e\u0432\u0435 \u0434\u0430\u043d\u043d\u0438 &#8211; \u043e\u0442 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u0430\u043d\u0438 \u0434\u043e \u043d\u0435\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u0430\u043d\u0438. \u0422\u043e\u0432\u0430 \u0440\u0430\u0437\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u0438\u0435 \u043e\u0442 \u0434\u0430\u043d\u043d\u0438 \u043c\u043e\u0436\u0435 \u0431\u044a\u0440\u0437\u043e \u0434\u0430 \u0441\u0442\u0430\u043d\u0435 \u0441\u043b\u043e\u0436\u043d\u043e \u0438 \u0442\u0440\u0443\u0434\u043d\u043e \u0437\u0430 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%D0%97%D0%B0%D0%B2%D0%B8%D1%81%D0%B8%D0%BC%D0%BE%D1%81%D1%82_%D0%BE%D1%82_%D0%B8%D0%B7%D1%85%D0%BE%D0%B4%D0%BD%D0%B0%D1%82%D0%B0_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D0%B0\"><\/span><strong>2. \u0417\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442 \u043e\u0442 \u0438\u0437\u0445\u043e\u0434\u043d\u0430\u0442\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u041a\u0430\u043a\u0442\u043e \u043f\u043e\u0441\u043e\u0447\u0438\u0445\u043c\u0435 \u043f\u043e-\u0433\u043e\u0440\u0435, \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0435 \u0441\u0432\u044a\u0440\u0437\u0430\u043d\u043e \u0441 \u043e\u0441\u0438\u0433\u0443\u0440\u044f\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0431\u0435\u0437\u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043d\u0430 \u0440\u0430\u0431\u043e\u0442\u0430 \u043d\u0430 \u0442\u0440\u044a\u0431\u043e\u043f\u0440\u043e\u0432\u043e\u0434\u0430 \u043e\u0442 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a \u0434\u043e \u0446\u0435\u043b. \u041a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u043f\u0440\u043e\u0434\u0443\u043a\u0446\u0438\u044f\u0442\u0430 \u043e\u0431\u0430\u0447\u0435 \u0437\u0430\u0432\u0438\u0441\u0438 \u0432 \u0433\u043e\u043b\u044f\u043c\u0430 \u0441\u0442\u0435\u043f\u0435\u043d \u043e\u0442 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u0432\u0445\u043e\u0434\u0430. \u041f\u0440\u043e\u043c\u0435\u043d\u0438\u0442\u0435 \u0432 \u0438\u0437\u0445\u043e\u0434\u043d\u0430\u0442\u0430 \u0441\u0445\u0435\u043c\u0430, \u0444\u043e\u0440\u043c\u0430\u0442\u0430 \u0438\u043b\u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a\u0430 \u043c\u043e\u0433\u0430\u0442 \u0434\u0430 \u0434\u043e\u0432\u0435\u0434\u0430\u0442 \u0434\u043e \u043d\u0435\u0443\u0441\u043f\u0435\u0448\u043d\u0438 ETL \u0442\u0435\u0441\u0442\u043e\u0432\u0435, \u043a\u043e\u0438\u0442\u043e \u043d\u0435 \u0432\u0438\u043d\u0430\u0433\u0438 \u0441\u0430 \u043b\u0435\u0441\u043d\u0438 \u0437\u0430 \u0434\u0438\u0430\u0433\u043d\u043e\u0441\u0442\u0438\u0446\u0438\u0440\u0430\u043d\u0435.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%D0%A1%D0%BB%D0%BE%D0%B6%D0%BD%D0%BE%D1%81%D1%82_%D0%BD%D0%B0_%D1%82%D1%80%D0%B0%D0%BD%D1%81%D1%84%D0%BE%D1%80%D0%BC%D0%B0%D1%86%D0%B8%D1%8F%D1%82%D0%B0\"><\/span><strong>3. \u0421\u043b\u043e\u0436\u043d\u043e\u0441\u0442 \u043d\u0430 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u0442\u0430<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0418\u0437\u0433\u0440\u0430\u0436\u0434\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043b\u043e\u0433\u0438\u043a\u0430\u0442\u0430 \u0437\u0430 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438 \u0435 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u0430\u043d\u043e \u043d\u0430\u0447\u0438\u043d\u0430\u043d\u0438\u0435. \u041f\u0440\u0438\u043b\u0430\u0433\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u0438 \u043f\u043e\u0447\u0438\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u0438\u043b\u0438 \u043f\u0440\u0435\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u0438 \u0435 \u0441\u043b\u043e\u0436\u043d\u043e, \u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0430\u0442\u0430 \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u0442\u0435\u0437\u0438 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043d\u0435 \u0432\u0438\u043d\u0430\u0433\u0438 \u0435 \u043b\u0435\u0441\u043d\u0430.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%D0%9F%D1%80%D0%BE%D0%BC%D0%B5%D0%BD%D1%8F%D1%89%D0%B8_%D1%81%D0%B5_%D0%B8%D0%B7%D0%B8%D1%81%D0%BA%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F\"><\/span><strong>4. \u041f\u0440\u043e\u043c\u0435\u043d\u044f\u0449\u0438 \u0441\u0435 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0412\u0441\u0438\u0447\u043a\u0438 \u0442\u0435\u0441\u0442\u0435\u0440\u0438 \u043f\u043e\u0437\u043d\u0430\u0432\u0430\u0442 \u0431\u043e\u043b\u043a\u0430\u0442\u0430 \u043e\u0442 \u0431\u044a\u0440\u0437\u043e \u043f\u0440\u043e\u043c\u0435\u043d\u044f\u0449\u0438\u0442\u0435 \u0441\u0435 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f. \u041f\u0440\u043e\u0446\u0435\u0441\u044a\u0442 ETL \u0435 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u043d\u043e \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u043e, \u043a\u0430\u043a\u0442\u043e \u0438 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL. \u0422\u044a\u0439 \u043a\u0430\u0442\u043e \u0431\u0438\u0437\u043d\u0435\u0441 \u0440\u043e\u043b\u0438\u0442\u0435 \u0441\u0435 \u0430\u043a\u0442\u0443\u0430\u043b\u0438\u0437\u0438\u0440\u0430\u0442 \u0438 \u043f\u0440\u043e\u043c\u0435\u043d\u044f\u0442, \u0442\u0435\u0441\u0442\u0435\u0440\u0438\u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u0430\u0442 \u0442\u0435\u0441\u0442\u043e\u0432\u0438\u0442\u0435 \u0441\u043b\u0443\u0447\u0430\u0438 \u0438 \u0434\u0430 \u043e\u0441\u0438\u0433\u0443\u0440\u044f\u0442 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u043d\u043e\u0441\u0442\u0442\u0430 \u043d\u0430 \u0431\u0430\u0437\u0430\u0442\u0430 \u0434\u0430\u043d\u043d\u0438.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%D0%9E%D0%B3%D1%80%D0%B0%D0%BD%D0%B8%D1%87%D0%B5%D0%BD%D0%B8%D1%8F_%D0%BD%D0%B0_%D1%82%D0%B5%D1%81%D1%82%D0%BE%D0%B2%D0%B0%D1%82%D0%B0_%D1%81%D1%80%D0%B5%D0%B4%D0%B0\"><\/span><strong>5. \u041e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0430\u0442\u0430 \u0441\u0440\u0435\u0434\u0430<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u041f\u0443\u0441\u043a\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043f\u044a\u043b\u043d\u043e\u043c\u0430\u0449\u0430\u0431\u043d\u0430 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0435\u043d\u0430 \u0441\u0440\u0435\u0434\u0430 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u0435 \u0441\u043b\u043e\u0436\u043d\u043e \u0438 \u0441\u043a\u044a\u043f\u043e. \u0412\u044a\u043f\u0440\u0435\u043a\u0438 \u0442\u043e\u0432\u0430 \u043f\u043e-\u043c\u0430\u043b\u043a\u0438\u0442\u0435 \u0442\u0435\u0441\u0442\u043e\u0432\u0438 \u0441\u0440\u0435\u0434\u0438 \u043d\u0435\u0432\u0438\u043d\u0430\u0433\u0438 \u043e\u0441\u0438\u0433\u0443\u0440\u044f\u0432\u0430\u0442 \u0438\u0441\u0442\u0438\u043d\u0441\u043a\u0430 \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044f, \u0442\u044a\u0439 \u043a\u0430\u0442\u043e \u043d\u0435 \u0432\u044a\u0437\u043f\u0440\u043e\u0438\u0437\u0432\u0435\u0436\u0434\u0430\u0442 \u043d\u0430\u0447\u0438\u043d\u0430, \u043f\u043e \u043a\u043e\u0439\u0442\u043e \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430\u0442\u0430 \u043d\u0430 \u043e\u0433\u0440\u043e\u043c\u043d\u0438 \u043e\u0431\u0435\u043c\u0438 \u0434\u0430\u043d\u043d\u0438 \u043c\u043e\u0436\u0435 \u0434\u0430 \u0434\u043e\u0432\u0435\u0434\u0435 \u0434\u043e \u0437\u0430\u0442\u0440\u0443\u0434\u043d\u0435\u043d\u0438\u044f \u0432 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u043d\u043e\u0441\u0442\u0442\u0430.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%D0%A1%D1%8A%D0%B2%D0%B5%D1%82%D0%B8_%D0%B8_%D0%BD%D0%B0%D0%B9-%D0%B4%D0%BE%D0%B1%D1%80%D0%B8_%D0%BF%D1%80%D0%B0%D0%BA%D1%82%D0%B8%D0%BA%D0%B8_%D0%B7%D0%B0_ETL\"><\/span><strong>\u0421\u044a\u0432\u0435\u0442\u0438 \u0438 \u043d\u0430\u0439-\u0434\u043e\u0431\u0440\u0438 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0438 \u0437\u0430 ETL<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-29236\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/07\/Software-testing-checklist-1024x681.jpeg\" alt=\"\u041a\u043e\u043d\u0442\u0440\u043e\u043b\u0435\u043d \u0441\u043f\u0438\u0441\u044a\u043a \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u0441\u043e\u0444\u0442\u0443\u0435\u0440\" width=\"412\" height=\"274\"><\/p>\n<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u043e\u0442\u043d\u0435\u043c\u0430 \u0432\u0440\u0435\u043c\u0435 \u0437\u0430 \u0443\u0441\u0432\u043e\u044f\u0432\u0430\u043d\u0435. \u0415\u0442\u043e \u043d\u044f\u043a\u043e\u043b\u043a\u043e \u0441\u044a\u0432\u0435\u0442\u0430, \u043a\u043e\u0438\u0442\u043e \u0449\u0435 \u0432\u0438 \u043f\u043e\u043c\u043e\u0433\u043d\u0430\u0442 \u043f\u043e \u043f\u044a\u0442\u044f.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%D0%9D%D0%B5%D0%BF%D1%80%D0%B5%D0%BA%D1%8A%D1%81%D0%BD%D0%B0%D1%82%D0%BE_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5\"><\/span><strong>#1. \u041d\u0435\u043f\u0440\u0435\u043a\u044a\u0441\u043d\u0430\u0442\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u043d\u0435 \u0435 \u0435\u0434\u043d\u043e\u043a\u0440\u0430\u0442\u043d\u0430 \u0437\u0430\u0434\u0430\u0447\u0430. \u0422\u043e\u0432\u0430 \u0435 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u0430 \u0437\u0430 \u043e\u0441\u0438\u0433\u0443\u0440\u044f\u0432\u0430\u043d\u0435 \u043d\u0430 \u0434\u043e\u0431\u0440\u043e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435, \u043a\u043e\u044f\u0442\u043e \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0438\u0437\u043f\u044a\u043b\u043d\u044f\u0432\u0430\u0442\u0435 \u0438 \u043d\u0430\u0431\u043b\u044e\u0434\u0430\u0432\u0430\u0442\u0435 \u043d\u0435\u043f\u0440\u0435\u043a\u044a\u0441\u043d\u0430\u0442\u043e. \u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL QA \u0435 \u0440\u0430\u0431\u043e\u0442\u0430 \u043d\u0430 \u043f\u044a\u043b\u0435\u043d \u0440\u0430\u0431\u043e\u0442\u0435\u043d \u0434\u0435\u043d \u0432\u044a\u0432 \u0444\u0438\u0440\u043c\u0438, \u043a\u043e\u0438\u0442\u043e \u0440\u0430\u0437\u0447\u0438\u0442\u0430\u0442 \u043d\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0437\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u0440\u0430\u0437\u0443\u0437\u043d\u0430\u0432\u0430\u043d\u0435, \u043f\u043e \u043d\u044f\u043a\u0430\u043a\u0432\u0430 \u043f\u0440\u0438\u0447\u0438\u043d\u0430.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%D0%9D%D0%B8%D0%BA%D0%BE%D0%B9_ETL_%D1%82%D0%B5%D1%81%D1%82%D0%B5%D1%80_%D0%BD%D0%B5_%D0%B5_%D0%BE%D1%81%D1%82%D1%80%D0%BE%D0%B2\"><\/span><strong>#2. \u041d\u0438\u043a\u043e\u0439 ETL \u0442\u0435\u0441\u0442\u0435\u0440 \u043d\u0435 \u0435 \u043e\u0441\u0442\u0440\u043e\u0432<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0414\u043e\u043a\u0430\u0442\u043e \u043f\u0440\u0438 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0441\u0435 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430 \u043f\u043e\u0434\u0445\u043e\u0434\u044a\u0442 \u043d\u0430 \u0447\u0435\u0440\u043d\u0430\u0442\u0430 \u043a\u0443\u0442\u0438\u044f, \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0438\u0442\u0435 \u043f\u043e \u043e\u0441\u0438\u0433\u0443\u0440\u044f\u0432\u0430\u043d\u0435 \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 ETL \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0440\u0430\u0431\u043e\u0442\u044f\u0442 \u0441\u044a\u0441 \u0437\u0430\u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043e\u0432\u0430\u043d\u0438\u0442\u0435 \u0441\u0442\u0440\u0430\u043d\u0438, \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u0438\u0442\u0435 \u043d\u0430 \u0431\u0430\u0437\u0438 \u0434\u0430\u043d\u043d\u0438 \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u0446\u0438\u0442\u0435, \u043a\u043e\u0438\u0442\u043e \u0438\u0437\u0433\u0440\u0430\u0436\u0434\u0430\u0442 \u043b\u043e\u0433\u0438\u043a\u0430\u0442\u0430 \u043d\u0430 ETL, \u0430\u043a\u043e \u0438\u0441\u043a\u0430\u0442 \u0434\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u044f\u0442 \u0441\u043c\u0438\u0441\u043b\u0435\u043d\u0438 \u0442\u0435\u0441\u0442\u043e\u0432\u0435, \u043a\u043e\u0438\u0442\u043e \u043d\u0430\u0438\u0441\u0442\u0438\u043d\u0430 \u0434\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 \u043d\u0430 ETL.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%D0%A1%D0%BE%D0%BB%D0%B8%D0%B4%D0%BD%D0%B0%D1%82%D0%B0_%D0%B4%D0%BE%D0%BA%D1%83%D0%BC%D0%B5%D0%BD%D1%82%D0%B0%D1%86%D0%B8%D1%8F_%D0%B5_%D0%BE%D1%82_%D1%80%D0%B5%D1%88%D0%B0%D0%B2%D0%B0%D1%89%D0%BE_%D0%B7%D0%BD%D0%B0%D1%87%D0%B5%D0%BD%D0%B8%D0%B5\"><\/span><strong>#3. \u0421\u043e\u043b\u0438\u0434\u043d\u0430\u0442\u0430 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u0435 \u043e\u0442 \u0440\u0435\u0448\u0430\u0432\u0430\u0449\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u041d\u0430\u0434\u0435\u0436\u0434\u043d\u0430\u0442\u0430 \u0438 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0430 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f, \u0432\u043a\u043b\u044e\u0447\u0432\u0430\u0449\u0430 \u0441\u044a\u043f\u043e\u0441\u0442\u0430\u0432\u043a\u0438 \u043c\u0435\u0436\u0434\u0443 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u0446\u0438\u0442\u0435 \u0438 \u0446\u0435\u043b\u0438\u0442\u0435 \u0438 \u0437\u0430\u043f\u0438\u0441 \u043d\u0430 \u043f\u0440\u043e\u0438\u0437\u0445\u043e\u0434\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435, \u0435 \u043e\u0442 \u0441\u044a\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0437\u0430 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u044f\u0432\u0430\u043d\u0435 \u043d\u0430 \u0433\u0440\u0435\u0448\u043a\u0438\u0442\u0435 \u0432 \u043f\u043e\u0442\u043e\u043a\u0430 \u043e\u0442 \u0434\u0430\u043d\u043d\u0438.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%D0%90%D0%B2%D1%82%D0%BE%D0%BC%D0%B0%D1%82%D0%B8%D0%B7%D0%B8%D1%80%D0%B0%D0%B9%D1%82%D0%B5_%D0%B2%D1%8A%D0%B7%D0%BC%D0%BE%D0%B6%D0%BD%D0%BE_%D0%BD%D0%B0%D0%B9-%D0%BC%D0%BD%D0%BE%D0%B3%D0%BE\"><\/span><strong>#4. \u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u0430\u0439\u0442\u0435 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0439-\u043c\u043d\u043e\u0433\u043e<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0422\u043e\u0432\u0430 \u0435 \u043c\u043e\u0436\u0435 \u0431\u0438 \u043d\u0430\u0439-\u0432\u0430\u0436\u043d\u0438\u044f\u0442 \u043c\u043e\u043c\u0435\u043d\u0442. \u0426\u044f\u043b\u043e\u0441\u0442\u043d\u043e\u0442\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u0435 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0435\u043c\u043a\u043e. \u041e\u0441\u0432\u0435\u043d \u0442\u043e\u0432\u0430 \u0442\u043e\u0432\u0430 \u0435 \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u0435\u043d \u043f\u0440\u043e\u0446\u0435\u0441, \u043a\u043e\u0435\u0442\u043e \u043e\u0437\u043d\u0430\u0447\u0430\u0432\u0430, \u0447\u0435 \u0438\u0437\u0438\u0441\u043a\u0432\u0430 \u043c\u043d\u043e\u0433\u043e \u0440\u044a\u0447\u043d\u0438 \u0443\u0441\u0438\u043b\u0438\u044f \u043d\u0430 \u0440\u0435\u0434\u043e\u0432\u043d\u0438 \u0438\u043d\u0442\u0435\u0440\u0432\u0430\u043b\u0438. \u0415\u0442\u043e \u0437\u0430\u0449\u043e ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u0435 \u0438\u0434\u0435\u0430\u043b\u043d\u0430 \u0440\u0430\u0431\u043e\u0442\u0430 \u0437\u0430 \u0441\u043e\u0444\u0442\u0443\u0435\u0440 \u0437\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043d\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u0438 <a href=\"https:\/\/www.zaptest.com\/bg\/%d0%bf%d1%8a%d0%bb%d0%bd%d0%be-%d1%80%d1%8a%d0%ba%d0%be%d0%b2%d0%be%d0%b4%d1%81%d1%82%d0%b2%d0%be-%d0%b7%d0%b0-%d0%b0%d0%b2%d1%82%d0%be%d0%bc%d0%b0%d1%82%d0%b8%d0%b7%d0%b0%d1%86%d0%b8%d1%8f-%d0%bd\">RPA \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438.<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%D0%9D%D0%B0%D0%B9-%D0%B4%D0%BE%D0%B1%D1%80%D0%B8%D1%82%D0%B5_%D0%B8%D0%BD%D1%81%D1%82%D1%80%D1%83%D0%BC%D0%B5%D0%BD%D1%82%D0%B8_%D0%B7%D0%B0_%D0%B0%D0%B2%D1%82%D0%BE%D0%BC%D0%B0%D1%82%D0%B8%D0%B7%D0%B8%D1%80%D0%B0%D0%BD%D0%BE_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_ETL\"><\/span><strong>\u041d\u0430\u0439-\u0434\u043e\u0431\u0440\u0438\u0442\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0437\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u0430\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-59213\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-1024x655.jpg\" alt=\"ZAPTEST RPA + \u043f\u0430\u043a\u0435\u0442 \u0437\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043d\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e\" width=\"1024\" height=\"655\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-980x627.jpg 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-480x307.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<p>\u0412\u0435\u0447\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0435 \u044f\u0441\u043d\u043e, \u0447\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u0430\u043d\u043e\u0442\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u0435 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u043d\u043e \u043f\u0440\u0435\u0434\u0438\u043c\u0441\u0442\u0432\u043e \u0437\u0430 \u0435\u043a\u0438\u043f\u0438\u0442\u0435 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043f\u043e \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0435 \u043d\u0430 \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u043d\u043e\u0442\u043e \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u043d\u0435 \u043d\u0430 \u0440\u0435\u0441\u0443\u0440\u0441\u0438\u0442\u0435.<\/p>\n<p>\u0417\u0430 \u0449\u0430\u0441\u0442\u0438\u0435, \u043d\u0430 \u043f\u0430\u0437\u0430\u0440\u0430 \u0438\u043c\u0430 \u043d\u044f\u043a\u043e\u043b\u043a\u043e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL. \u0412\u0441\u0435\u043a\u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0438\u043c\u0430 \u0441\u0432\u043e\u0438\u0442\u0435 \u043f\u043b\u044e\u0441\u043e\u0432\u0435 \u0438 \u043c\u0438\u043d\u0443\u0441\u0438, \u043a\u0430\u043a\u0442\u043e \u0438 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 \u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u043d\u043e\u0441\u0442, \u043a\u043e\u0438\u0442\u043e \u043e\u0442\u0433\u043e\u0432\u0430\u0440\u044f\u0442 \u043d\u0430 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f.<\/p>\n<p>\u0418\u0437\u0431\u043e\u0440\u044a\u0442 \u043d\u0430 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0437\u0430\u0432\u0438\u0441\u0438 \u043e\u0442 \u043d\u044f\u043a\u043e\u043b\u043a\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0444\u0430\u043a\u0442\u043e\u0440\u0430, \u0432\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u043d\u043e:<\/p>\n<ul>\n<li>\u0421\u043b\u043e\u0436\u043d\u043e\u0441\u0442 \u043d\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 ETL \u0438 \u0431\u0438\u0437\u043d\u0435\u0441 \u043b\u043e\u0433\u0438\u043a\u0430\u0442\u0430<\/li>\n<li>\u041e\u0431\u0435\u043c\u044a\u0442 \u043d\u0430 \u043f\u0440\u0435\u0434\u0430\u0432\u0430\u043d\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u0438<\/li>\n<li>\u041d\u0430\u043b\u0438\u0447\u0438\u0435 \u0438\u043b\u0438 \u043a\u043e\u043d\u0446\u0435\u043d\u0442\u0440\u0430\u0446\u0438\u044f \u043d\u0430 \u043d\u0435\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u0430\u043d\u0438 \u0434\u0430\u043d\u043d\u0438 \u0432 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 \u043d\u0430 ETL<\/li>\n<li>\u0422\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0430 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442 \u0438 \u043d\u0430\u0431\u043e\u0440 \u043e\u0442 \u0443\u043c\u0435\u043d\u0438\u044f \u043d\u0430 \u0432\u0430\u0448\u0438\u0442\u0435 \u0442\u0435\u0441\u0442\u0435\u0440\u0438<\/li>\n<li>\u0412\u0430\u0448\u0438\u044f\u0442 \u0431\u044e\u0434\u0436\u0435\u0442.<\/li>\n<\/ul>\n<p>\u041d\u0435\u043a\u0430 \u0440\u0430\u0437\u0433\u043b\u0435\u0434\u0430\u043c\u0435 5-\u0442\u0435 \u043d\u0430\u0439-\u0434\u043e\u0431\u0440\u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_QuerySurge\"><\/span>#5. QuerySurge<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>QuerySurge \u0435 \u0430\u0431\u043e\u043d\u0430\u043c\u0435\u043d\u0442\u043d\u043e \u0431\u0430\u0437\u0438\u0440\u0430\u043d \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u0441 \u0430\u043a\u0446\u0435\u043d\u0442 \u0432\u044a\u0440\u0445\u0443 \u043d\u0435\u043f\u0440\u0435\u043a\u044a\u0441\u043d\u0430\u0442\u043e\u0442\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435. \u0422\u043e\u0439 \u043f\u043e\u0434\u0434\u044a\u0440\u0436\u0430 \u043a\u043e\u043c\u0431\u0438\u043d\u0430\u0446\u0438\u0438 \u043e\u0442 \u0438\u0437\u0445\u043e\u0434\u043d\u0438 \u0438 \u0446\u0435\u043b\u0435\u0432\u0438 \u0431\u0430\u0437\u0438 \u0434\u0430\u043d\u043d\u0438, \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430 \u0433\u043e\u043b\u0435\u043c\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0437\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0438 \u0435 \u0441\u044a\u0437\u0434\u0430\u0434\u0435\u043d \u0437\u0430 \u0433\u043e\u043b\u0435\u043c\u0438 \u0438 \u0441\u043b\u043e\u0436\u043d\u0438 \u043d\u0443\u0436\u0434\u0438, \u0441\u0432\u044a\u0440\u0437\u0430\u043d\u0438 \u0441 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438.<\/p>\n<p>\u041f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u0441\u043a\u0438\u044f\u0442 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u0435 \u043f\u0440\u0438\u044f\u0442\u0435\u043d \u0437\u0430 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u043d\u0435, \u0430 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438\u0442\u0435 \u0437\u0430 \u043e\u0442\u0447\u0438\u0442\u0430\u043d\u0435 \u0441\u0430 \u043e\u0442\u043b\u0438\u0447\u043d\u0438. \u041d\u044f\u043a\u043e\u0438 \u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u0438 \u043e\u0431\u0430\u0447\u0435 \u0441\u0435 \u043e\u043f\u043b\u0430\u043a\u0432\u0430\u0442 \u043e\u0442 \u0441\u043a\u044a\u043f\u0438\u0442\u0435 \u0438 \u043d\u0435\u043f\u0440\u043e\u0437\u0440\u0430\u0447\u043d\u0438 \u0446\u0435\u043d\u0438 \u043d\u0430 QuerySurge, \u0430 \u0434\u0440\u0443\u0433\u0438 \u043a\u0440\u0438\u0442\u0438\u043a\u0443\u0432\u0430\u0442 \u043b\u0438\u043f\u0441\u0430\u0442\u0430 \u043d\u0430 \u0443\u0434\u043e\u0431\u0441\u0442\u0432\u043e \u0437\u0430 \u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u044f \u0438 \u0441\u0442\u0440\u044a\u043c\u043d\u0430\u0442\u0430 \u043a\u0440\u0438\u0432\u0430 \u043d\u0430 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0437\u0430 \u043d\u0435\u043e\u043f\u0438\u0442\u043d\u0438 \u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u0438.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_iCEDQ\"><\/span>#4. iCEDQ<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>iCEDQ \u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0438 \u0437\u0430 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u0435 \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435. \u0422\u043e\u0439 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435, \u0431\u0430\u0437\u0438\u0440\u0430\u043d\u043e \u043d\u0430 \u043f\u0440\u0430\u0432\u0438\u043b\u0430, \u0438 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e \u043e\u0442\u043a\u0440\u0438\u0432\u0430\u043d\u0435 \u043d\u0430 \u0433\u0440\u0435\u0448\u043a\u0438 \u0441 \u043f\u043e\u043c\u043e\u0449\u0442\u0430 \u043d\u0430 ML. \u041f\u0440\u043e\u0441\u043b\u0435\u0434\u044f\u0432\u0430\u043d\u0435\u0442\u043e, \u043e\u0442\u0447\u0438\u0442\u0430\u043d\u0435\u0442\u043e \u0438 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f\u0442\u0430 \u0441\u0430 \u043e\u0441\u043e\u0431\u0435\u043d\u043e \u0441\u0438\u043b\u043d\u0438 \u0441\u0442\u0440\u0430\u043d\u0438 \u043d\u0430 iCEDQ, \u043a\u043e\u0435\u0442\u043e \u0433\u043e \u043f\u0440\u0430\u0432\u0438 \u0434\u043e\u0431\u044a\u0440 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0437\u0430 \u0444\u0438\u0440\u043c\u0438 \u0441 \u043a\u0440\u0438\u0442\u0438\u0447\u043d\u0438 \u043d\u0443\u0436\u0434\u0438 \u043e\u0442 \u0441\u043f\u0430\u0437\u0432\u0430\u043d\u0435 \u043d\u0430 \u0438\u0437\u0438\u0441\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430 \u0437\u0430 \u0434\u0430\u043d\u043d\u0438 \u0438 \u0440\u0435\u0433\u0443\u043b\u0438\u0440\u0430\u043d\u0435.<\/p>\n<p>\u0412\u044a\u043f\u0440\u0435\u043a\u0438 \u0442\u043e\u0432\u0430 \u043f\u0440\u0438\u043b\u0430\u0433\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 \u0432 \u0441\u043b\u043e\u0436\u043d\u0438 ETL \u043f\u0435\u0439\u0437\u0430\u0436\u0438 \u0435 \u0435\u0434\u0438\u043d \u043e\u0442 \u043d\u0430\u0439-\u0437\u043d\u0430\u0447\u0438\u043c\u0438\u0442\u0435 \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u044a\u0446\u0438 \u043d\u0430 iCEDQ. \u041e\u0441\u0432\u0435\u043d \u0442\u043e\u0432\u0430 \u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u0441\u043a\u0438\u044f\u0442 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u0435 \u0434\u043e\u0441\u0442\u0430 \u0441\u043b\u043e\u0436\u0435\u043d \u0438 \u043d\u044f\u043c\u0430 \u0434\u0430 \u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449 \u0437\u0430 \u043f\u043e-\u043c\u0430\u043b\u043a\u043e \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438 \u0435\u043a\u0438\u043f\u0438.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RightData\"><\/span>#3. RightData<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>RightData \u0435 \u043b\u0435\u0441\u0435\u043d \u0437\u0430 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u043d\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442, \u043a\u043e\u0439\u0442\u043e \u0441\u0435 \u043e\u0442\u043b\u0438\u0447\u0430\u0432\u0430 \u0441 \u0433\u043e\u043b\u0435\u043c\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0431\u0435\u0437 \u043a\u043e\u0434 \u043a\u0430\u043a\u0442\u043e \u0437\u0430 ETL, \u0442\u0430\u043a\u0430 \u0438 \u0437\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438. \u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044a\u0442 \u0435 \u0438\u0437\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u043d\u043e \u0433\u044a\u0432\u043a\u0430\u0432 \u0438 \u0440\u0430\u0431\u043e\u0442\u0438 \u0441 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0431\u0430\u0437\u0438 \u0434\u0430\u043d\u043d\u0438 \u0438 \u043e\u0431\u043b\u0430\u0447\u043d\u0438 \u0441\u043a\u043b\u0430\u0434\u043e\u0432\u0435 \u0437\u0430 \u0434\u0430\u043d\u043d\u0438. \u0421 \u0440\u0435\u0434\u0438\u0446\u0430 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u043d\u043e \u0441\u044a\u0437\u0434\u0430\u0434\u0435\u043d\u0438 \u0448\u0430\u0431\u043b\u043e\u043d\u0438 \u0437\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0435, \u043f\u0440\u0435\u0432\u044a\u0437\u0445\u043e\u0434\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0437\u0430 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0438 \u0431\u0435\u0437\u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043d\u0430 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0441 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0437\u0430 \u0440\u0430\u0431\u043e\u0442\u043d\u0438 \u043f\u043e\u0442\u043e\u0446\u0438 \u0435 \u044f\u0441\u043d\u043e \u0437\u0430\u0449\u043e RightData \u043d\u0430\u0431\u0438\u0440\u0430 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0441\u0442 \u043f\u0440\u0435\u0437 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0442\u0435 \u0433\u043e\u0434\u0438\u043d\u0438.<\/p>\n<p>\u0412\u044a\u043f\u0440\u0435\u043a\u0438 \u0447\u0435 RightData \u0438\u043c\u0430 \u043c\u043d\u043e\u0433\u043e \u0436\u0435\u043b\u0430\u043d\u0438 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438, \u0442\u044f \u043c\u043e\u0436\u0435 \u0434\u0430 \u0431\u044a\u0434\u0435 \u0441\u043a\u044a\u043f\u0430, \u0430\u043a\u043e \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u0442\u0435 \u043c\u043d\u043e\u0433\u043e ETL \u043f\u0440\u043e\u0446\u0435\u0441\u0438. \u0412\u044a\u043f\u0440\u0435\u043a\u0438 \u0447\u0435 \u0435 \u0430\u0431\u043e\u043d\u0430\u043c\u0435\u043d\u0442\u043d\u0430, \u0446\u0435\u043d\u0438\u0442\u0435 \u043c\u043e\u0433\u0430\u0442 \u0431\u044a\u0440\u0437\u043e \u0434\u0430 \u043d\u0430\u0440\u0430\u0441\u043d\u0430\u0442 \u043f\u0440\u0438 \u0432\u0438\u0441\u043e\u043a\u0438 \u043d\u0438\u0432\u0430 \u043d\u0430 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438 \u0438 \u0434\u043e\u043f\u044a\u043b\u043d\u0438\u0442\u0435\u043b\u043d\u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u0438. \u0412 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0443\u0435\u043c\u0438\u044f \u043c\u043e\u0434\u0435\u043b \u043d\u0430 \u0444\u0438\u043a\u0441\u0438\u0440\u0430\u043d\u043e \u0446\u0435\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435 \u0438 \u043d\u0435\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0442\u0435 \u043b\u0438\u0446\u0435\u043d\u0437\u0438 \u043d\u0430 ZAPTEST \u043f\u043e\u0434\u0445\u043e\u0434\u044a\u0442 \u043d\u0430 RightData \u0438\u0437\u0433\u043b\u0435\u0436\u0434\u0430 \u0435 \u0432 \u0443\u0449\u044a\u0440\u0431 \u043d\u0430 \u0440\u0430\u0437\u0440\u0430\u0441\u0442\u0432\u0430\u0449\u0438\u0442\u0435 \u0441\u0435 \u0438\u043b\u0438 \u0440\u0430\u0437\u0448\u0438\u0440\u044f\u0432\u0430\u0449\u0438 \u0441\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%D0%9E%D1%86%D0%B5%D0%BD%D1%8F%D0%B2%D0%B0%D0%BD%D0%B5_%D0%BD%D0%B0_%D0%BA%D0%B0%D1%87%D0%B5%D1%81%D1%82%D0%B2%D0%BE%D1%82%D0%BE\"><\/span>#2. \u041e\u0446\u0435\u043d\u044f\u0432\u0430\u043d\u0435 \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>BiG EVAL \u0435 \u0447\u0443\u0434\u0435\u0441\u0435\u043d \u0438\u0437\u0431\u043e\u0440 \u0437\u0430 \u0441\u043b\u043e\u0436\u043d\u0438 ETL \u0441\u0438\u0441\u0442\u0435\u043c\u0438 \u0438 \u043d\u0430\u0441\u043b\u0435\u0434\u0435\u043d\u0438 \u0441\u043a\u043b\u0430\u0434\u043e\u0432\u0438 \u0432\u043d\u0435\u0434\u0440\u044f\u0432\u0430\u043d\u0438\u044f. \u0422\u043e\u0439 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438, \u0431\u0430\u0437\u0438\u0440\u0430\u043d\u043e \u043d\u0430 \u043f\u0440\u0430\u0432\u0438\u043b\u0430, \u0438 \u0438\u043c\u0430 \u043c\u043e\u0449\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0437\u0430 \u043f\u0440\u043e\u0444\u0438\u043b\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438, \u043a\u043e\u0435\u0442\u043e \u0433\u043e \u043f\u0440\u0430\u0432\u0438 \u0434\u043e\u0431\u044a\u0440 \u0438\u0437\u0431\u043e\u0440 \u0437\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435. BiG EVAL \u0441\u044a\u0449\u043e \u0442\u0430\u043a\u0430 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u044f \u043d\u0430 \u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u0438\u0442\u0435 \u0447\u0443\u0434\u0435\u0441\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0437\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043d\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u0438 \u043f\u043b\u0430\u043d\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0435\u0442\u0435, \u0430 \u0432 \u043a\u043e\u043c\u0431\u0438\u043d\u0430\u0446\u0438\u044f \u0441 \u043e\u0442\u043b\u0438\u0447\u043d\u0438\u0442\u0435 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0437\u0430 \u043e\u0442\u0447\u0438\u0442\u0430\u043d\u0435 \u0438 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0442\u043e\u0439 \u0441\u0435 \u043d\u0430\u0440\u0435\u0436\u0434\u0430 \u0434\u043e \u043d\u0430\u0439-\u0432\u0441\u0435\u043e\u0431\u0445\u0432\u0430\u0442\u043d\u0438\u0442\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0437\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435.<\/p>\n<p>\u0412\u044a\u043f\u0440\u0435\u043a\u0438 \u0442\u043e\u0432\u0430 \u0432\u043d\u0435\u0434\u0440\u044f\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 BiG EVAL \u0435 \u043e\u0449\u0435 \u043f\u043e-\u0433\u043e\u043b\u044f\u043c\u0430 \u0440\u0430\u0431\u043e\u0442\u0430. \u0412 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0441 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0431\u0435\u0437 \u043a\u043e\u0434 \u043a\u0430\u0442\u043e ZAPTEST \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u044a\u0442 \u043c\u043e\u0436\u0435 \u0434\u0430 \u0438\u0437\u0433\u043b\u0435\u0436\u0434\u0430 \u043c\u0430\u043b\u043a\u043e \u0441\u0442\u0430\u0440\u043e\u043c\u043e\u0434\u0435\u043d. \u0412\u0430\u0436\u043d\u043e \u0435 \u0434\u0430 \u0441\u0435 \u043e\u0442\u0431\u0435\u043b\u0435\u0436\u0438, \u0447\u0435 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0435 \u0441\u0430\u043c\u043e \u0435\u0434\u0438\u043d \u043e\u0442 \u0441\u043b\u0443\u0447\u0430\u0438\u0442\u0435 \u043d\u0430 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u043d\u0435 \u043d\u0430 BiG EVAL, \u0442\u0430\u043a\u0430 \u0447\u0435 \u0446\u0435\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0431\u0430\u0437\u0430\u0442\u0430 \u043d\u0430 \u043b\u0438\u0446\u0435\u043d\u0437 \u043c\u043e\u0436\u0435 \u0434\u0430 \u0441\u0435 \u043e\u043a\u0430\u0436\u0435 \u043d\u0435\u043f\u043e\u0441\u0438\u043b\u043d\u043e \u0437\u0430 \u043d\u044f\u043a\u043e\u0438 \u0435\u043a\u0438\u043f\u0438, \u0430\u043a\u043e \u043f\u043b\u0430\u0449\u0430\u0442\u0435 \u0437\u0430 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 \u0438 \u0444\u0443\u043d\u043a\u0446\u0438\u0438, \u043a\u043e\u0438\u0442\u043e \u043d\u0435 \u0441\u0430 \u0432\u0438 \u043a\u0440\u0430\u0439\u043d\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u0438.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_ZAPTEST_%D0%98%D0%B7%D0%B1%D0%BE%D1%80_%D0%BD%D0%BE%D0%BC%D0%B5%D1%80_1_%D0%B7%D0%B0_ETL_%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%B0%D0%BD%D0%B5\"><\/span><strong>#1. ZAPTEST: \u0418\u0437\u0431\u043e\u0440 \u043d\u043e\u043c\u0435\u0440 1 \u0437\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img alt=\"Software Testing Tools - Top 30 Best Software Testing Products on the Market in 2024\" data-dominant-color=\"e4e4e4\" data-has-transparency=\"false\" style=\"--dominant-color: #e4e4e4;\" alt=\"Software Testing Tools - Top 30 Best Software Testing Products on the Market in 2024\" decoding=\"async\" class=\"aligncenter size-full wp-image-72806 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/ZAPTEST-Script-Less-Introduction.gif\" alt=\"\" width=\"600\" height=\"337\"><\/p>\n<p>\u0412\u044a\u043f\u0440\u0435\u043a\u0438 \u0447\u0435 <a href=\"https:\/\/www.zaptest.com\/bg\">ZAPTEST<\/a> \u043d\u0435 \u0435 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u0430\u043d \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL, \u0442\u043e\u0439 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430 \u0433\u044a\u0432\u043a\u0430\u0432\u043e\u0441\u0442 \u0438 \u043c\u0430\u0449\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u043e\u0441\u0442, \u0437\u0430 \u0434\u0430 \u043f\u043e\u043c\u043e\u0433\u043d\u0435 \u0441 \u043d\u044f\u043a\u043e\u043b\u043a\u043e \u043e\u0442 \u0437\u0430\u0434\u0430\u0447\u0438\u0442\u0435, \u043a\u043e\u0438\u0442\u043e \u0441\u044a\u0441\u0442\u0430\u0432\u043b\u044f\u0432\u0430\u0442 \u0446\u044f\u043b\u043e\u0441\u0442\u0435\u043d \u043f\u043e\u0434\u0445\u043e\u0434 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL.<\/p>\n<p>\u041a\u0430\u043a\u0442\u043e \u043c\u043e\u0436\u0435\u0442\u0435 \u0434\u0430 \u0432\u0438\u0434\u0438\u0442\u0435 \u043e\u0442 \u0440\u0430\u0437\u0434\u0435\u043b\u0430 &#8222;\u0420\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0432\u0438\u0434\u043e\u0432\u0435 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL&#8220; \u043f\u043e-\u0433\u043e\u0440\u0435, \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0430 ETL \u0438\u0437\u0438\u0441\u043a\u0432\u0430 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438, \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f, \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u043d\u043e\u0441\u0442, \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u043d\u043e\u0441\u0442 \u0438 \u0440\u0435\u0433\u0440\u0435\u0441\u0438\u043e\u043d\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435. ZAPTEST \u043c\u043e\u0436\u0435 \u0434\u0430 \u043d\u0430\u043f\u0440\u0430\u0432\u0438 \u0432\u0441\u0438\u0447\u043a\u043e \u0442\u043e\u0432\u0430 \u0438 \u0434\u043e\u0440\u0438 \u043f\u043e\u0432\u0435\u0447\u0435. \u041d\u0430\u0448\u0438\u0442\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0437\u0430 <a href=\"https:\/\/www.zaptest.com\/bg\/%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%be%d1%82-%d0%ba%d1%80%d0%b0%d0%b9-%d0%b4%d0%be-%d0%ba%d1%80%d0%b0%d0%b9-%d0%b7%d0%b0%d0%b4%d1%8a%d0%bb%d0%b1%d0%be%d1%87%d0%b5%d0%bd%d0%be-%d0%b7\">\u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043e\u0442 \u043a\u0440\u0430\u0439 \u0434\u043e \u043a\u0440\u0430\u0439<\/a> \u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438\u0442\u0435 \u0437\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 \u043c\u0435\u0442\u0430\u0434\u0430\u043d\u043d\u0438 \u0441\u0430 \u043a\u043b\u044e\u0447\u043e\u0432\u0438 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438, \u0437\u0430 \u0434\u0430 \u0441\u0435 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0430, \u0447\u0435 \u0432\u0430\u0448\u0438\u0442\u0435 \u0430\u043d\u0430\u043b\u0438\u0437\u0438 \u0438 \u0431\u0438\u0437\u043d\u0435\u0441 \u0430\u043d\u0430\u043b\u0438\u0437\u0438 \u0441\u0430 \u043d\u0430 \u043d\u0438\u0432\u043e \u0438 \u0441\u0430 \u0433\u043e\u0442\u043e\u0432\u0438 \u0434\u0430 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u044f\u0442 \u0440\u0435\u0437\u0443\u043b\u0442\u0430\u0442\u0438 \u0438 \u0441\u0442\u043e\u0439\u043d\u043e\u0441\u0442.<\/p>\n<p>ZAPTEST \u0441\u0435 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430 \u0438 \u0441 \u0435\u0434\u0438\u043d \u043e\u0442<a href=\"https:\/\/www.zaptest.com\/bg\/%d0%b8%d0%bd%d1%81%d1%82%d1%80%d1%83%d0%bc%d0%b5%d0%bd%d1%82%d0%b8-%d0%b7%d0%b0-rpa-%d1%82%d0%be%d0%bf-31-%d0%bd%d0%b0%d0%b9-%d0%b4%d0%be%d0%b1%d1%8a%d1%80-%d1%81%d0%be%d1%84%d1%82%d1%83%d0%b5%d1%80\"> \u043d\u0430\u0439-\u0434\u043e\u0431\u0440\u0438\u0442\u0435 RPA \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u043d\u0430 \u043f\u0430\u0437\u0430\u0440\u0430<\/a>. \u0412 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430 \u043d\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL RPA \u043c\u043e\u0436\u0435 \u0434\u0430 \u043e\u0441\u0438\u0433\u0443\u0440\u0438 \u0441\u0435\u0440\u0438\u043e\u0437\u043d\u0430 \u0441\u0442\u043e\u0439\u043d\u043e\u0441\u0442 \u0447\u0440\u0435\u0437 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0440\u0435\u0430\u043b\u0438\u0441\u0442\u0438\u0447\u043d\u0438 \u0442\u0435\u0441\u0442\u043e\u0432\u0438 \u0434\u0430\u043d\u043d\u0438, \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u043f\u043e\u0432\u0442\u0430\u0440\u044f\u0449\u0438 \u0441\u0435 \u0440\u044a\u0447\u043d\u0438 \u0437\u0430\u0434\u0430\u0447\u0438 \u0438 \u043f\u043e\u0434\u043f\u043e\u043c\u0430\u0433\u0430\u043d\u0435 \u043d\u0430 \u0432\u044a\u0432\u0435\u0436\u0434\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043d\u0435\u043f\u0440\u0435\u043a\u044a\u0441\u043d\u0430\u0442\u043e\u0442\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435, \u043e\u0442 \u043a\u043e\u0435\u0442\u043e \u0441\u0435 \u043d\u0443\u0436\u0434\u0430\u0435\u0442\u0435 \u0437\u0430 \u0441\u0442\u0430\u0431\u0438\u043b\u0435\u043d \u043f\u0440\u043e\u0446\u0435\u0441 \u043d\u0430 ETL.<\/p>\n<p>\u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u0435\u043d\u0438\u0435 \u043d\u0430 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438\u0442\u0435 \u043d\u0430 ZAPTET \u0434\u0430 \u043d\u0435 \u0441\u0435 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430 \u043a\u043e\u0434, \u0441\u0432\u0435\u0442\u043a\u0430\u0432\u0438\u0447\u043d\u043e\u0442\u043e \u0441\u044a\u0437\u0434\u0430\u0432\u0430\u043d\u0435 \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0435 \u0438 \u0431\u0435\u0437\u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043d\u0430\u0442\u0430 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0441 \u0434\u0440\u0443\u0433\u0438 \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438, \u0442\u043e\u0439 \u0435 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u043d\u043e \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u043e \u0437\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u0430\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u0438 \u043c\u043d\u043e\u0433\u043e, \u043c\u043d\u043e\u0433\u043e \u043f\u043e\u0432\u0435\u0447\u0435.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%D0%97%D0%B0%D0%BA%D0%BB%D1%8E%D1%87%D0%B8%D1%82%D0%B5%D0%BB%D0%BD%D0%B8_%D0%BC%D0%B8%D1%81%D0%BB%D0%B8\"><\/span><strong>\u0417\u0430\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u043d\u0438 \u043c\u0438\u0441\u043b\u0438<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img alt=\"\" alt=\"\" decoding=\"async\" class=\"aligncenter wp-image-6961\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/04\/cropped-zt-icon.png\" alt=\"\" width=\"54\" height=\"54\"><\/p>\n<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u0437\u0430 \u043d\u0430\u0442\u043e\u0432\u0430\u0440\u0432\u0430\u043d\u0435 \u043d\u0430 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u0442\u0430 \u043d\u0430 \u0435\u043a\u0441\u0442\u0440\u0430\u043a\u0442\u0430 \u0435 \u043a\u0430\u0442\u043e \u0441\u044a\u0437\u0434\u0430\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043e\u0442\u0434\u0435\u043b \u0437\u0430 \u043a\u043e\u043d\u0442\u0440\u043e\u043b \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e\u0442\u043e \u043d\u0430 \u0432\u0430\u0448\u0438\u044f \u0441\u043a\u043b\u0430\u0434 \u0437\u0430 \u0434\u0430\u043d\u043d\u0438. \u041d\u0435 \u0441\u0442\u0430\u0432\u0430 \u0432\u044a\u043f\u0440\u043e\u0441 \u0441\u0430\u043c\u043e \u0437\u0430 \u0442\u043e\u0432\u0430 \u0434\u0430\u043b\u0438 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u0441\u0430 \u043f\u0440\u0435\u0445\u0432\u044a\u0440\u043b\u0435\u043d\u0438 \u043e\u0442 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u043a\u0430 \u043a\u044a\u043c \u0446\u0435\u043b\u0442\u0430, \u043d\u043e \u0438 \u0437\u0430 \u0442\u043e\u0432\u0430 \u0434\u0430\u043b\u0438 \u0441\u0430 \u043f\u0440\u0438\u0441\u0442\u0438\u0433\u043d\u0430\u043b\u0438 \u043d\u0435\u043f\u043e\u043a\u044a\u0442\u043d\u0430\u0442\u0438 \u0438 \u0432 \u0441\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 \u0441 \u043e\u0447\u0430\u043a\u0432\u0430\u043d\u0438\u044f\u0442\u0430.<\/p>\n<p>\u0410\u043a\u043e \u0440\u0430\u0437\u043f\u043e\u043b\u0430\u0433\u0430\u0442\u0435 \u0441 \u043b\u043e\u0448\u0438 \u0434\u0430\u043d\u043d\u0438, \u0432 \u043a\u0440\u0430\u0439\u043d\u0430 \u0441\u043c\u0435\u0442\u043a\u0430 \u0449\u0435 \u0432\u0437\u0435\u043c\u0435\u0442\u0435 \u043f\u043e\u0433\u0440\u0435\u0448\u043d\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f. \u041f\u0440\u0430\u0432\u0438\u043b\u043d\u043e\u0442\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u0435 \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0446\u0438\u044f \u0432 \u0446\u0435\u043b\u043e\u0441\u0442\u0442\u0430 \u043d\u0430 \u0446\u044f\u043b\u0430\u0442\u0430 \u0432\u0438 \u0435\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043e\u0442 \u0434\u0430\u043d\u043d\u0438. \u0417\u0430 \u043c\u043d\u043e\u0433\u043e \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u043e\u0431\u0430\u0447\u0435 \u0432\u0440\u0435\u043c\u0435\u0442\u043e \u0438 \u0440\u0430\u0437\u0445\u043e\u0434\u0438\u0442\u0435, \u0441\u0432\u044a\u0440\u0437\u0430\u043d\u0438 \u0441 \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL, \u0441\u0430 \u043d\u0435\u0449\u043e, \u043a\u043e\u0435\u0442\u043e \u0442\u0435 \u0442\u0440\u0443\u0434\u043d\u043e \u043c\u043e\u0433\u0430\u0442 \u0434\u0430 \u0441\u0438 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0442.<\/p>\n<p>\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u0432\u0438 \u043f\u043e\u043c\u0430\u0433\u0430 \u0434\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u0442\u0435 \u043f\u043e-\u0431\u044a\u0440\u0437\u043e \u0438 \u043f\u043e-\u0435\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e, \u043a\u0430\u0442\u043e \u0441\u044a\u0449\u0435\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u0441\u043f\u0435\u0441\u0442\u044f\u0432\u0430\u0442\u0435 \u043f\u0430\u0440\u0438 \u0432 \u0434\u044a\u043b\u0433\u043e\u0441\u0440\u043e\u0447\u0435\u043d \u043f\u043b\u0430\u043d. \u0423\u0432\u0435\u043b\u0438\u0447\u0430\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043e\u0431\u0445\u0432\u0430\u0442\u0430 \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0435\u0442\u0435 \u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438\u0442\u0435 \u0437\u0430 \u0440\u0435\u0433\u0440\u0435\u0441\u0438\u043e\u043d\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043c\u043e\u0436\u0435 \u0434\u0430 \u043f\u043e\u043c\u043e\u0433\u043d\u0435 \u0437\u0430 \u043f\u043e\u0432\u0438\u0448\u0430\u0432\u0430\u043d\u0435 \u043d\u0430 \u0446\u0435\u043b\u043e\u0441\u0442\u0442\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438\u0442\u0435, \u0442\u044a\u0439 \u043a\u0430\u0442\u043e \u043c\u043e\u0436\u0435\u0442\u0435 \u0434\u0430 \u0442\u0435\u0441\u0442\u0432\u0430\u0442\u0435 \u043c\u043d\u043e\u0433\u043e \u043f\u043e-\u0447\u0435\u0441\u0442\u043e, \u043e\u0442\u043a\u043e\u043b\u043a\u043e\u0442\u043e \u0430\u043a\u043e \u0441\u0442\u0435 \u043e\u0441\u0442\u0430\u043d\u0430\u043b\u0438 \u0441 <a href=\"https:\/\/www.zaptest.com\/bg\/%d1%80%d1%8a%d1%87%d0%bd%d0%be-%d1%82%d0%b5%d1%81%d1%82%d0%b2%d0%b0%d0%bd%d0%b5-%d0%ba%d0%b0%d0%ba%d0%b2%d0%be-%d0%bf%d1%80%d0%b5%d0%b4%d1%81%d1%82%d0%b0%d0%b2%d0%bb%d1%8f%d0%b2%d0%b0-%d0%b2%d0%b8\">\u0440\u044a\u0447\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435. <\/a> <\/p>\n<p>\u041d\u0435\u0449\u043e \u043f\u043e\u0432\u0435\u0447\u0435, \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0437\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u0430\u043d\u043e \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u043d\u0430 ETL \u043d\u0430\u043c\u0430\u043b\u044f\u0432\u0430 \u0447\u043e\u0432\u0435\u0448\u043a\u0438\u0442\u0435 \u0433\u0440\u0435\u0448\u043a\u0438, \u043a\u0430\u0442\u043e \u0441\u044a\u0449\u0435\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u043e\u0441\u0432\u043e\u0431\u043e\u0436\u0434\u0430\u0432\u0430 \u0442\u0435\u0441\u0442\u0435\u0440\u0438\u0442\u0435 \u0437\u0430 \u043f\u043e-\u043a\u0440\u0435\u0430\u0442\u0438\u0432\u043d\u0438 \u0438 \u0441\u0442\u043e\u0439\u043d\u043e\u0441\u0442\u043d\u0438 \u0437\u0430\u0434\u0430\u0447\u0438. \u041f\u0440\u0438\u0435\u043c\u0430\u043d\u0435\u0442\u043e \u043d\u0430 <a href=\"https:\/\/www.zaptest.com\/rpa\">\u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0437\u0430<\/a> <a href=\"https:\/\/www.zaptest.com\/bg\/%d0%ba%d0%b0%d0%ba%d0%b2%d0%be-%d0%bf%d1%80%d0%b5%d0%b4%d1%81%d1%82%d0%b0%d0%b2%d0%bb%d1%8f%d0%b2%d0%b0-%d0%b0%d0%b2%d1%82%d0%be%d0%bc%d0%b0%d1%82%d0%b8%d0%b7%d0%b0%d1%86%d0%b8%d1%8f%d1%82%d0%b0\">\u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043d\u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u0435<\/a> \u0438 <a href=\"https:\/\/www.zaptest.com\/rpa\">RPA<\/a> \u043a\u0430\u0442\u043e ZAPTEST \u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435, \u043a\u043e\u0435\u0442\u043e \u043d\u044f\u043c\u0430 \u0434\u0430 \u0432\u0438 \u0441\u0435 \u043d\u0430\u043b\u043e\u0436\u0438 \u0434\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0432\u0430\u0442\u0435 \u0447\u0440\u0435\u0437 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438\u0442\u0435 \u0441\u0438 \u0437\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u0440\u0430\u0437\u0443\u0437\u043d\u0430\u0432\u0430\u043d\u0435.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0422\u0435\u0441\u0442\u0432\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0438\u0437\u0432\u043b\u0438\u0447\u0430\u043d\u0435\u0442\u043e, \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435\u0442\u043e \u0438 \u043d\u0430\u0442\u043e\u0432\u0430\u0440\u0432\u0430\u043d\u0435\u0442\u043e (Extract Transform Load testing) &#8211; \u043d\u0430\u0439-\u0447\u0435\u0441\u0442\u043e \u043d\u0430\u0440\u0438\u0447\u0430\u043d\u043e ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 &#8211; \u0435 \u0432\u0430\u0436\u0435\u043d \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0432 \u0441\u0432\u0435\u0442\u0430 \u043d\u0430 \u0441\u044a\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u0430\u0442\u0430 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438. \u0415\u043a\u0438\u043f\u0438\u0442\u0435 \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0441\u044a\u0431\u0438\u0440\u0430\u0442 \u0434\u0430\u043d\u043d\u0438 \u043e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u0438 \u0438\u0437\u0442\u043e\u0447\u043d\u0438\u0446\u0438, \u0437\u0430 \u0434\u0430 \u043c\u043e\u0433\u0430\u0442 \u0434\u0430 \u0433\u0438 \u0441\u044a\u0445\u0440\u0430\u043d\u044f\u0432\u0430\u0442 \u0432 \u0441\u043a\u043b\u0430\u0434\u043e\u0432\u0435 \u0437\u0430 \u0434\u0430\u043d\u043d\u0438 \u0438\u043b\u0438 \u0434\u0430 \u0433\u0438 \u043f\u043e\u0434\u0433\u043e\u0442\u0432\u044f\u0442 \u0437\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438\u0442\u0435 \u0441\u0438 \u0437\u0430 [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":76961,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 - \u0432\u0438\u0434\u043e\u0432\u0435, \u043f\u0440\u043e\u0446\u0435\u0441, \u043f\u043e\u0434\u0445\u043e\u0434\u0438, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0438 \u043e\u0449\u0435!","_seopress_titles_desc":"\u041d\u0430\u0443\u0447\u0435\u0442\u0435 \u0432\u0441\u0438\u0447\u043a\u043e \u0437\u0430 ETL - \u043e\u0442 \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0442\u043e\u0432\u0430 \u043a\u0430\u043a\u0432\u043e \u0435 Extract-Transform-Load \u0438 8-\u0442\u0435 \u0435\u0442\u0430\u043f\u0430 \u043d\u0430 ETL \u0442\u0435\u0441\u0442\u0432\u0430\u043d\u0435 \u0434\u043e 8 \u0435\u043a\u0441\u043f\u0435\u0440\u0442\u043d\u0438 \u0441\u044a\u0432\u0435\u0442\u0430 \u0438 \u043d\u0430\u0439-\u0434\u043e\u0431\u0440\u0438\u0442\u0435 ETL 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