{"id":30443,"date":"2023-07-14T10:53:20","date_gmt":"2023-07-14T07:23:20","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/debugging-flaky-tests-in-ci-b43\/"},"modified":"2023-07-14T10:53:20","modified_gmt":"2023-07-14T07:23:20","slug":"debugging-flaky-tests-in-ci-b43","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/debugging-flaky-tests-in-ci-b43\/","title":{"rendered":"\u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u062a\u0633\u062a \u0647\u0627\u06cc Flaky \u062f\u0631 CI"},"content":{"rendered":"<div data-article-id=\"1536404\" id=\"article-body\">\n<p>\u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u062e\u0637\u0627\u0647\u0627\u06cc \u062a\u0633\u062a CI \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0646\u0627\u0627\u0645\u06cc\u062f \u06a9\u0646\u0646\u062f\u0647 \u0628\u0627\u0634\u062f.  \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0628\u0627\u0632\u0622\u0641\u0631\u06cc\u0646\u06cc \u0634\u0631\u0627\u06cc\u0637 \u0634\u06a9\u0633\u062a \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc \u063a\u06cc\u0631\u0645\u0645\u06a9\u0646 \u0627\u0633\u062a.  \u0645\u0627 \u0627\u062e\u06cc\u0631\u0627\u064b \u0628\u0627 \u0645\u0634\u06a9\u0644\u06cc \u0645\u0648\u0627\u062c\u0647 \u0634\u062f\u06cc\u0645 \u06a9\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0622\u0632\u0645\u0627\u06cc\u0634\u0627\u062a \u0645\u0627 \u062f\u0631 CI \u062f\u0631 \u0645\u062d\u0644 \u06a9\u0627\u0631 \u0645\u0646 \u067e\u0648\u0633\u062a\u0647 \u067e\u0648\u0633\u062a\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.  \u062a\u062c\u0631\u0628\u0647 \u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u0622\u0646 \u0628\u0627\u0639\u062b \u0634\u062f \u06a9\u0647 \u0628\u062e\u0648\u0627\u0647\u0645 \u06cc\u06a9 \u067e\u0633\u062a \u06a9\u0648\u0686\u06a9 \u062f\u0631 \u0645\u0648\u0631\u062f \u0641\u0631\u0622\u06cc\u0646\u062f \u0628\u0646\u0648\u06cc\u0633\u0645.  \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u0628\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062f\u06cc\u06af\u0631\u0627\u0646 \u062f\u0631 \u0645\u0648\u0627\u062c\u0647\u0647 \u0628\u0627 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0645\u0634\u06a9\u0644\u0627\u062a \u06a9\u0645\u06a9 \u06a9\u0646\u062f \ud83d\udcaa<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/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: #999;color:#999\" 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: #999;color:#999\" 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 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/debugging-flaky-tests-in-ci-b43\/#%D8%B2%D9%85%DB%8C%D9%86%D9%87\" >\u0632\u0645\u06cc\u0646\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/debugging-flaky-tests-in-ci-b43\/#%D8%B1%D9%88%D9%86%D8%AF\" >\u0631\u0648\u0646\u062f<\/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:\/\/nabfollower.com\/blog\/debugging-flaky-tests-in-ci-b43\/#%D8%A7%DB%8C%D8%AF%D9%87_1_%D8%B4%D9%85%D8%A7%D8%B1%D9%87_%D8%AF%D8%A7%D9%86%D9%87_%D8%A2%D8%B2%D9%85%D9%88%D9%86_CI_%D9%86%D8%A7%D9%85%D9%88%D9%81%D9%82_%D8%B1%D8%A7_%D8%A8%DA%A9%D8%B4%DB%8C%D8%AF\" >\u0627\u06cc\u062f\u0647 1: \u0634\u0645\u0627\u0631\u0647 \u062f\u0627\u0646\u0647 \u0622\u0632\u0645\u0648\u0646 CI \u0646\u0627\u0645\u0648\u0641\u0642 \u0631\u0627 \u0628\u06a9\u0634\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/debugging-flaky-tests-in-ci-b43\/#%D8%A7%DB%8C%D8%AF%D9%87_2_%D8%A7%DA%A9%D8%B4%D9%86_GitHub_%D8%B1%D8%A7_%D9%85%D8%AC%D8%A8%D9%88%D8%B1_%DA%A9%D9%86%DB%8C%D8%AF_%DA%A9%D9%87_%D9%87%D8%B1_%D8%A8%D8%A7%D8%B1_%D8%A8%D8%A7_%DB%8C%DA%A9_%D8%AF%D8%A7%D9%86%D9%87_%D8%AE%D8%B1%D8%A7%D8%A8_%D8%A7%D8%AC%D8%B1%D8%A7_%D8%B4%D9%88%D8%AF\" >\u0627\u06cc\u062f\u0647 2: \u0627\u06a9\u0634\u0646 GitHub \u0631\u0627 \u0645\u062c\u0628\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0647\u0631 \u0628\u0627\u0631 \u0628\u0627 \u06cc\u06a9 \u062f\u0627\u0646\u0647 \u062e\u0631\u0627\u0628 \u0627\u062c\u0631\u0627 \u0634\u0648\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/debugging-flaky-tests-in-ci-b43\/#%D8%A7%D8%B4%DA%A9%D8%A7%D9%84_%D8%B2%D8%AF%D8%A7%DB%8C%DB%8C_%DA%86%D8%A7%D9%BE\" >\u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u0686\u0627\u067e<\/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:\/\/nabfollower.com\/blog\/debugging-flaky-tests-in-ci-b43\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/debugging-flaky-tests-in-ci-b43\/#%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1_%D8%AE%D9%88%D8%A7%D9%86%D8%AF%D9%86\" >\u0628\u06cc\u0634\u062a\u0631 \u062e\u0648\u0627\u0646\u062f\u0646:<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B2%D9%85%DB%8C%D9%86%D9%87\"><\/span>\n<p>  \u0632\u0645\u06cc\u0646\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0634\u063a\u0644 \u0645\u0646\u060c \u0645\u0627 \u0627\u0632 Minitest \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0686\u0627\u0631\u0686\u0648\u0628 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 Ruby on Rails \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.  \u0645\u0627 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0633\u0627\u062f\u0647 GitHub \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u0645\u062f\u0627\u0648\u0645 (CI) \u062f\u0627\u0631\u06cc\u0645.  \u0645\u0627 \u0645\u062a\u0648\u062c\u0647 \u0634\u062f\u06cc\u0645 \u06a9\u0647 \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0632 \u062a\u0633\u062a\u200c\u0647\u0627 \u06af\u0647\u06af\u0627\u0647 \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc CI \u0628\u0631\u0627\u06cc Minitest \u0634\u06a9\u0633\u062a \u0645\u06cc\u200c\u062e\u0648\u0631\u062f\u0646\u062f.  \u0641\u0631\u0627\u0648\u0627\u0646\u06cc \u062e\u0631\u0627\u0628\u06cc \u0647\u0627 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b 2\/3 \u067e\u0627\u0633 \u0628\u0647 \u0634\u06a9\u0633\u062a \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u06cc\u062f.  \u0647\u0631 \u0622\u0632\u0645\u0648\u0646 \u0645\u0631\u062f\u0648\u062f\u06cc \u0686\u0646\u062f \u0648\u06cc\u0698\u06af\u06cc \u0645\u0634\u062a\u0631\u06a9 \u062f\u0627\u0634\u062a.  \u0647\u0645\u0647 \u0622\u0646\u0647\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0646\u062a\u0631\u0644\u0631\u0647\u0627\u06cc API \u0645\u0627 \u0628\u0648\u062f\u0646\u062f\u060c \u0647\u0645\u0647 \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc a \u0628\u0648\u062f\u0646\u062f <code>#create<\/code> \u0627\u0642\u062f\u0627\u0645\u060c \u0648 \u0647\u0645\u0647 \u0622\u0646\u0647\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u06cc \u06a9\u0644\u06cc \u067e\u06cc\u0631\u0648\u06cc \u0645\u06cc \u06a9\u0631\u062f\u0646\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight ruby\"><code><span class=\"nb\">test<\/span> <span class=\"s2\">\"create new resource\"<\/span> <span class=\"k\">do<\/span>\n  <span class=\"n\">assert_difference<\/span><span class=\"p\">(<\/span><span class=\"s1\">'Resource.count'<\/span><span class=\"p\">)<\/span> <span class=\"k\">do<\/span>\n    <span class=\"n\">post<\/span><span class=\"p\">(<\/span>\n      <span class=\"s1\">'route'<\/span><span class=\"p\">,<\/span>\n      <span class=\"ss\">params: <\/span><span class=\"p\">{<\/span>\n        <span class=\"ss\">resource: <\/span><span class=\"p\">{<\/span> <span class=\"o\">**<\/span><span class=\"n\">attrs<\/span> <span class=\"p\">},<\/span>\n        <span class=\"ss\">access_token: <\/span><span class=\"n\">access_token<\/span>\n      <span class=\"p\">},<\/span>\n      <span class=\"ss\">as: :json<\/span>\n    <span class=\"p\">)<\/span>\n  <span class=\"k\">end<\/span>\n<span class=\"k\">end<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0647\u062f\u0641 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0648\u0642\u062a\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0628\u0627 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0639\u062a\u0628\u0631 \u0648 \u0646\u0634\u0627\u0646\u0647 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0622\u0646 \u0645\u0633\u06cc\u0631 \u067e\u0633\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u06cc\u06a9 \u0645\u0646\u0628\u0639 \u062c\u062f\u06cc\u062f \u062f\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0628\u0627\u0642\u06cc \u0645\u06cc\u200c\u0645\u0627\u0646\u062f.  \u0627\u06cc\u0646 <code>assert_difference('Resource.count')<\/code> \u0627\u06cc\u0646 \u0631\u0627 \u0628\u0627 \u062c\u0633\u062a\u062c\u0648\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 \u062a\u0639\u062f\u0627\u062f 1 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc \u06cc\u0627\u0628\u062f\u060c \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u067e\u06cc\u0627\u0645 \u0634\u06a9\u0633\u062a \u06cc\u06a9 \u067e\u06cc\u0627\u0645 \u0633\u0627\u062f\u0647 \u0628\u0648\u062f <code>\"Resource.count\" didn't change by 1<\/code>.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B1%D9%88%D9%86%D8%AF\"><\/span>\n<p>  \u0631\u0648\u0646\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u0635\u0644\u06cc\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0645\u0646 \u0633\u0639\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0645 \u0647\u0646\u06af\u0627\u0645 \u0627\u0634\u06a9\u0627\u0644\u200c\u0632\u062f\u0627\u06cc\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u0645\u060c \u0627\u06cc\u062c\u0627\u062f \u0645\u062c\u062f\u062f \u0645\u0648\u0642\u0639\u06cc\u062a\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627\u0639\u062b \u0627\u06cc\u062c\u0627\u062f \u0628\u0627\u06af \u0645\u06cc\u200c\u0634\u0648\u062f.  \u0627\u06af\u0631 \u0628\u062a\u0648\u0627\u0646\u0645 \u0634\u0631\u0627\u06cc\u0637\u06cc \u0631\u0627 \u062a\u0636\u0645\u06cc\u0646 \u06a9\u0646\u0645 \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0628\u0627\u06af \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u0645 \u0633\u0631 \u0648 \u0635\u062f\u0627 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u0645 \u0648 \u0631\u0648\u06cc \u0622\u0646\u0686\u0647 \u06a9\u0647 \u0627\u0634\u062a\u0628\u0627\u0647 \u0645\u06cc \u0634\u0648\u062f \u062a\u0645\u0631\u06a9\u0632 \u06a9\u0646\u0645.  \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0627\u06cc\u0646 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0634\u06a9\u0644\u0627\u062a \u062f\u0631 CI\u060c \u0627\u063a\u0644\u0628 \u0627\u06cc\u0646\u0637\u0648\u0631 \u0646\u06cc\u0633\u062a.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%DB%8C%D8%AF%D9%87_1_%D8%B4%D9%85%D8%A7%D8%B1%D9%87_%D8%AF%D8%A7%D9%86%D9%87_%D8%A2%D8%B2%D9%85%D9%88%D9%86_CI_%D9%86%D8%A7%D9%85%D9%88%D9%81%D9%82_%D8%B1%D8%A7_%D8%A8%DA%A9%D8%B4%DB%8C%D8%AF\"><\/span>\n<p>  \u0627\u06cc\u062f\u0647 1: \u0634\u0645\u0627\u0631\u0647 \u062f\u0627\u0646\u0647 \u0622\u0632\u0645\u0648\u0646 CI \u0646\u0627\u0645\u0648\u0641\u0642 \u0631\u0627 \u0628\u06a9\u0634\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0641\u0631\u06cc\u0645 \u0648\u0631\u06a9\u200c\u0647\u0627\u06cc \u062a\u0633\u062a \u0645\u0639\u0645\u0648\u0644\u0627 \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u062a\u0633\u062a\u200c\u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062a\u0635\u0627\u062f\u0641\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0648 Minitest \u0646\u06cc\u0632 \u0627\u0632 \u0627\u06cc\u0646 \u0642\u0627\u0639\u062f\u0647 \u0645\u0633\u062a\u062b\u0646\u06cc \u0646\u06cc\u0633\u062a.  \u0627\u06cc\u0646 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a \u0632\u06cc\u0631\u0627 \u0645\u0647\u0645 \u0627\u0633\u062a \u06a9\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634\u0627\u062a \u0639\u0627\u0631\u06cc \u0627\u0632 \u0639\u0648\u0627\u0631\u0636 \u062c\u0627\u0646\u0628\u06cc \u0628\u0627\u0634\u0646\u062f.  \u0627\u06af\u0631 TestA \u0641\u0642\u0637 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0639\u062f \u0627\u0632 TestB \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0623\u06cc\u06cc\u062f \u0645\u06cc\u200c\u0634\u0648\u062f &#8211; \u0627\u06cc\u0646 \u06cc\u06a9 \u0645\u0634\u06a9\u0644 \u0627\u0633\u062a \u0648 TestA \u0686\u06cc\u0632\u06cc \u0631\u0627 \u06a9\u0647 \u0627\u062f\u0639\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0622\u0632\u0645\u0627\u06cc\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0622\u0632\u0645\u0627\u06cc\u0634 \u0646\u0645\u06cc\u200c\u06a9\u0646\u062f.  \u0627\u062c\u0631\u0627\u0647\u0627\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0645\u0648\u0642\u0639\u06cc\u062a\u200c\u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.  \u062f\u0631 \u06a9\u0646\u0627\u0631 \u06cc\u06a9 \u0627\u062c\u0631\u0627\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc\u060c Minitest \u06cc\u06a9 \u0634\u0646\u0627\u0633\u0647 &#8220;seed&#8221; \u0628\u0631\u0627\u06cc \u0622\u0646 \u0627\u062c\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06cc\u0646 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u062a\u0645\u0627\u06cc\u0644 \u0645\u062c\u062f\u062f\u0627\u064b \u0622\u0632\u0645\u0627\u06cc\u0634 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u062a\u0631\u062a\u06cc\u0628 \u062e\u0627\u0635 \u0627\u062c\u0631\u0627 \u06a9\u0646\u0646\u062f.<\/p>\n<p>\u0627\u0648\u0644\u06cc\u0646 \u0627\u06cc\u062f\u0647 \u0645\u0627 \u0627\u06cc\u0646 \u0628\u0648\u062f \u06a9\u0647 \u062e\u0631\u0648\u062c\u06cc \u06af\u0632\u0627\u0631\u0634 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0627\u06a9\u0634\u0646 GitHub \u0634\u06a9\u0633\u062a \u062e\u0648\u0631\u062f\u0647 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645.  \u0627\u06cc\u0646 \u0644\u0627\u06af \u0647\u0627 \u0645\u0642\u062f\u0627\u0631 seed \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u0646\u062f.  \u0627\u06af\u0631 \u0622\u0646 \u0634\u0646\u0627\u0633\u0647 seed \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc \u0628\u0647 Minitest \u0645\u0646\u062a\u0642\u0644 \u06a9\u0646\u06cc\u0645\u060c \u0622\u06cc\u0627 \u062a\u0633\u062a \u0647\u0627 \u062f\u0631 \u0645\u062d\u06cc\u0637 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u0647 \u0645\u0627 \u0634\u06a9\u0633\u062a \u062e\u0648\u0627\u0647\u0646\u062f \u062e\u0648\u0631\u062f\u061f<\/p>\n<p>\u0622\u0646\u0647\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u062f\u0631 \u062d\u0627\u0644 \u062a\u0648\u0633\u0639\u0647 \u0628\u0648\u062f\u0646\u062f &#8230; \u0628\u0647 \u0627\u06cc\u062f\u0647 \u0628\u0639\u062f\u06cc!<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%DB%8C%D8%AF%D9%87_2_%D8%A7%DA%A9%D8%B4%D9%86_GitHub_%D8%B1%D8%A7_%D9%85%D8%AC%D8%A8%D9%88%D8%B1_%DA%A9%D9%86%DB%8C%D8%AF_%DA%A9%D9%87_%D9%87%D8%B1_%D8%A8%D8%A7%D8%B1_%D8%A8%D8%A7_%DB%8C%DA%A9_%D8%AF%D8%A7%D9%86%D9%87_%D8%AE%D8%B1%D8%A7%D8%A8_%D8%A7%D8%AC%D8%B1%D8%A7_%D8%B4%D9%88%D8%AF\"><\/span>\n<p>  \u0627\u06cc\u062f\u0647 2: \u0627\u06a9\u0634\u0646 GitHub \u0631\u0627 \u0645\u062c\u0628\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0647\u0631 \u0628\u0627\u0631 \u0628\u0627 \u06cc\u06a9 \u062f\u0627\u0646\u0647 \u062e\u0631\u0627\u0628 \u0627\u062c\u0631\u0627 \u0634\u0648\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0627 \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0631\u062f\u06cc\u0645 \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0634\u06a9\u0627\u0644 \u0641\u0642\u0637 \u062f\u0631 \u0645\u062d\u06cc\u0637 CI \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.  \u0647\u0645\u06a9\u0627\u0631 \u0645\u0646 \u0627\u06cc\u0646 \u0627\u06cc\u062f\u0647 \u0631\u0627 \u062f\u0627\u0634\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u0642\u062f\u0627\u0645 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc GitHub \u0645\u0627\u060c \u06cc\u06a9 \u0639\u062f\u062f seed \u0646\u0627\u0645\u0648\u0641\u0642 \u0631\u0627 \u0628\u06af\u06cc\u0631\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u062f\u0633\u062a\u0648\u0631 Minitest \u062f\u0631 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u062f:<br \/><code>run: bundle exec rails test --seed=${FAILING_SEED_NUMBER}<\/code><br \/>\u0633\u067e\u0633 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0622\u06cc\u0627 \u0622\u0632\u0645\u0648\u0646 \u062f\u0631 CI \u0634\u06a9\u0633\u062a \u0645\u06cc\u200c\u062e\u0648\u0631\u062f \u0648 \u0646\u0647 \u0641\u0642\u0637 \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a.  \u067e\u0633 \u0627\u0632 \u0686\u0646\u062f \u0628\u0627\u0631 \u0627\u062c\u0631\u0627\u060c \u0645\u0627 \u0627\u062d\u0633\u0627\u0633 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u06a9\u0631\u062f\u06cc\u0645 \u06a9\u0647 \u0622\u0632\u0645\u0648\u0646 \u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u062f\u0631 CI \u0646\u0627\u0645\u0648\u0641\u0642 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0646\u0627\u062e\u0648\u0634\u0627\u06cc\u0646\u062f \u0627\u0633\u062a \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0627\u06cc\u062c\u0627\u062f \u0645\u062c\u062f\u062f \u0645\u0634\u06a9\u0644 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc \u0646\u06cc\u0633\u062a\u06cc\u0645.  \u0627\u0645\u0627 \u062d\u062f\u0627\u0642\u0644 \u0645\u0627 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u062b\u0627\u0628\u062a \u0628\u0631\u0627\u06cc \u0634\u06a9\u0633\u062a \u0647\u0627 \u062f\u0627\u0634\u062a\u06cc\u0645.  \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0631\u0631\u0633\u06cc \u0645\u0648\u0627\u0631\u062f \u0634\u06a9\u0633\u062a \u062e\u0648\u0631\u062f\u0647 \u0631\u0627 \u0622\u063a\u0627\u0632 \u06a9\u0646\u06cc\u0645.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%B4%DA%A9%D8%A7%D9%84_%D8%B2%D8%AF%D8%A7%DB%8C%DB%8C_%DA%86%D8%A7%D9%BE\"><\/span>\n<p>  \u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u0686\u0627\u067e<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u062a\u0623\u0633\u0641\u0627\u0646\u0647 \u0645\u0627 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u062c\u0644\u0633\u0647 \u0627\u0634\u06a9\u0627\u0644\u200c\u0632\u062f\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 CI \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648\u0635\u0644 \u06a9\u0646\u06cc\u0645.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u062c\u0628\u0648\u0631 \u0634\u062f\u06cc\u0645 \u0628\u0647 \u062f\u0648\u0633\u062a \u0642\u062f\u06cc\u0645\u06cc \u062e\u0648\u062f \u0628\u0627\u0632\u06af\u0631\u062f\u06cc\u0645: \u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u0686\u0627\u067e.  \u0686\u0646\u062f\u062a\u0627 \u0627\u0633\u067e\u0645 \u0632\u062f\u06cc\u0645 <code>p<\/code> \u0648 <code>puts<\/code> \u0627\u0638\u0647\u0627\u0631\u0627\u062a \u062f\u0631 \u0645\u0648\u0627\u0631\u062f \u062a\u0633\u062a \u0634\u06a9\u0633\u062a \u062e\u0648\u0631\u062f\u0647 \u0645\u0627.  \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u0645\u062e\u062a\u0644\u0641 \u0686\u0647 \u0628\u0648\u062f\u061f  \u0686\u0647 \u0628\u0648\u062f <code>'Resource.count'<\/code> \u0639\u0648\u062f\u062a\u061f  \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u062f\u0631 \u0645\u0627 \u0686\u0647 \u0628\u0648\u062f\u0646\u062f <code>setup<\/code> \u0631\u0648\u0634 \u0628\u0627\u0632\u06af\u0634\u062a\u061f  \u0648 \u0628\u0627\u0644\u0627\u062e\u0631\u0647 \u0686\u0647 \u06a9\u0631\u062f <code>response<\/code> \u0634\u0628\u06cc\u0647\u061f<\/p>\n<p>\u0645\u0627 \u0628\u0647 \u0633\u0631\u0639\u062a \u0645\u062a\u0648\u062c\u0647 \u0634\u062f\u06cc\u0645 \u06a9\u0647 \u0627\u06cc\u0646 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0639\u062f\u0645 \u062a\u0637\u0627\u0628\u0642 \u062f\u0631 \u062e\u0631\u0648\u062c\u06cc \u0648 \u0627\u062f\u0639\u0627 \u0628\u0627 \u0634\u06a9\u0633\u062a \u0645\u0648\u0627\u062c\u0647 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a.  \u062f\u0631 \u0639\u0648\u0636 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u062e\u0637\u0627\u06cc \u0645\u0637\u0631\u062d \u0634\u062f\u0647 \u062f\u0631 \u0637\u0648\u0644 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0646\u0627\u0645\u0648\u0641\u0642 \u0628\u0648\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>ActiveRecord::RecordNotUnique (duplicate key value violates unique constraint). Key already exists.\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u067e\u0633 \u0627\u0632 \u0628\u0631\u0631\u0633\u06cc \u06a9\u062f\u060c \u0628\u0647 \u0631\u0648\u0634 FactoryBot \u062f\u0631 \u062a\u0633\u062a \u062e\u0648\u062f \u0645\u0634\u06a9\u0648\u06a9 \u0634\u062f\u06cc\u0645 <code>#setup<\/code>:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight ruby\"><code><span class=\"k\">def<\/span> <span class=\"nf\">setup<\/span>\n  <span class=\"c1\"># access_token and user configuration<\/span>\n  <span class=\"vi\">@resource<\/span> <span class=\"o\">=<\/span> <span class=\"n\">create<\/span><span class=\"p\">(<\/span><span class=\"ss\">:resource<\/span><span class=\"p\">,<\/span> <span class=\"ss\">attr1: <\/span><span class=\"s2\">\"attr1\"<\/span><span class=\"p\">,<\/span> <span class=\"ss\">attr2: <\/span><span class=\"s2\">\"attr2\"<\/span><span class=\"p\">,<\/span> <span class=\"ss\">id: <\/span><span class=\"s1\">'1'<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">end<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u06cc\u06a9 \u0634\u0646\u0627\u0633\u0647 \u0628\u0647 \u0635\u0631\u0627\u062d\u062a \u062f\u0631 \u06a9\u0627\u0631\u062e\u0627\u0646\u0647 \u062a\u0639\u06cc\u06cc\u0646 \u0634\u062f.  \u0627\u06cc\u0646 \u0634\u0646\u0627\u0633\u0647 \u0628\u0631\u0627\u06cc \u0627\u0638\u0647\u0627\u0631\u0627\u062a \u062f\u0631 \u0645\u0648\u0627\u0631\u062f \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0628\u0631\u0627\u06cc \u06a9\u0646\u062a\u0631\u0644\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u062f.  \u067e\u0633 \u0627\u0632 \u06a9\u0645\u06cc \u062a\u062d\u0642\u06cc\u0642\u060c \u06cc\u0627\u0641\u062a\u0646 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc\u06cc \u0627\u0632 \u0645\u0634\u06a9\u0644 \u0628\u0648\u062f\u0646 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0686\u06cc\u0632\u0647\u0627 \u0686\u0646\u062f\u0627\u0646 \u062f\u0634\u0648\u0627\u0631 \u0646\u0628\u0648\u062f (\u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u062f \u0628\u0647: \u0627\u06cc\u0646\u062c\u0627).  \u0628\u0627 \u0627\u062e\u062a\u0635\u0627\u0635 \u0645\u0633\u062a\u0642\u06cc\u0645 \u06cc\u06a9 \u0634\u0646\u0627\u0633\u0647\u060c \u0627\u0641\u0632\u0627\u06cc\u0634 \u0637\u0628\u06cc\u0639\u06cc \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u062d\u0630\u0641 \u06a9\u0631\u062f.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a\u06cc\u0645 \u0622\u0646 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 id \u0631\u0627 \u062d\u0630\u0641 \u06a9\u0646\u06cc\u0645 \u0648 \u0627\u062f\u0639\u0627\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0628\u0647 \u0634\u0646\u0627\u0633\u0647 \u0645\u062a\u06a9\u06cc \u0628\u0648\u062f\u0646\u062f \u0628\u0631\u0627\u06cc \u062c\u0633\u062a\u062c\u0648 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645 <code>@resource.id<\/code> \u0628\u062c\u0627\u06cc.  \u0645\u0627 \u0627\u06cc\u0646 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u0648\u0631\u062f \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u06a9\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0631\u062f\u060c \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u06cc\u0645.<\/p>\n<p>\u0633\u067e\u0633 \u06a9\u062f \u0631\u0627 \u0628\u0627 \u0641\u0631\u0645\u0627\u0646 \u062a\u0633\u062a CI \u06a9\u0647 \u0647\u0646\u0648\u0632 \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u062f\u0627\u0646\u0647 \u0634\u06a9\u0633\u062a \u062e\u0648\u0631\u062f\u0647 \u0628\u0647 \u0633\u0645\u062a \u0628\u0627\u0644\u0627 \u0641\u0634\u0627\u0631 \u062f\u0627\u062f\u06cc\u0645 \u0648 \u0622\u0646 \u0631\u0627 \u0642\u0628\u0648\u0644 \u06a9\u0631\u062f\u06cc\u0645!  \u0633\u067e\u0633 \u0628\u0647 \u0627\u062c\u0631\u0627\u06cc \u0627\u06a9\u0634\u0646 GitHub \u0628\u062f\u0648\u0646 \u06cc\u06a9 \u062f\u0627\u0646\u0647 \u0645\u0634\u062e\u0635 \u0628\u0627\u0632\u06af\u0634\u062a\u06cc\u0645 \u062a\u0627 \u0628\u0647 \u062a\u0631\u062a\u06cc\u0628 \u062a\u0635\u0627\u062f\u0641\u06cc \u0628\u0647 \u062d\u0627\u0644\u062a \u0627\u062c\u0631\u0627 \u0628\u0631\u06af\u0631\u062f\u062f.  \u067e\u0633 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0627\u062c\u0631\u0627 \u0645\u0648\u0641\u0642 \u0645\u062a\u0648\u0627\u0644\u06cc\u060c \u0645\u0627 \u0645\u0637\u0645\u0626\u0646 \u0628\u0648\u062f\u06cc\u0645 \u06a9\u0647 \u0645\u0634\u06a9\u0644 \u0631\u0627 \u062d\u0644 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645!<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87\"><\/span>\n<p>  \u0646\u062a\u06cc\u062c\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u062a\u0627\u06a9\u0646\u0648\u0646 \u0686\u0646\u062f \u0628\u0627\u0631 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0634\u063a\u0644\u0645 \u0648 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0628\u0627 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0645\u0633\u0627\u0626\u0644 CI \u0645\u0648\u0627\u062c\u0647 \u0634\u062f\u0647 \u0627\u0645.  \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0646\u062a\u0648\u0627\u0646\u06cc\u062f \u0634\u06a9\u0633\u062a \u0647\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0631\u0627 \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0634\u06a9\u0644 \u0628\u0627\u0634\u062f.  \u0627\u0645\u0627 \u06a9\u0645\u06cc \u0635\u0628\u0631 \u0648 \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u0633\u0627\u0632\u0645\u0627\u0646 \u06cc\u0627\u0641\u062a\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0634\u06a9\u0644 \u0631\u0627 \u0633\u0631\u06cc\u0639 \u062d\u0644 \u06a9\u0646\u062f<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1_%D8%AE%D9%88%D8%A7%D9%86%D8%AF%D9%86\"><\/span>\n<p>  \u0628\u06cc\u0634\u062a\u0631 \u062e\u0648\u0627\u0646\u062f\u0646:<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0646 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0648 \u0645\u0642\u0627\u0644\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0648\u0631\u0642\u0647 \u0648\u0631\u0642\u0647 \u062a\u0648\u0633\u0637 \u062c\u06cc\u0633\u0648\u0646 \u0633\u0648\u0626\u062a \u0628\u0647\u0631\u0647 \u0632\u06cc\u0627\u062f\u06cc \u06af\u0631\u0641\u062a\u0645:<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc 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