{"id":96991,"date":"2025-02-11T11:56:44","date_gmt":"2025-02-11T08:26:44","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a8%d8%a7-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-ci-cd-hng-task-2\/"},"modified":"2025-02-11T11:56:44","modified_gmt":"2025-02-11T08:26:44","slug":"%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a8%d8%a7-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-ci-cd-hng-task-2","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a8%d8%a7-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-ci-cd-hng-task-2\/","title":{"rendered":"\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0628\u0627 \u062e\u0637 \u0644\u0648\u0644\u0647 CI\/CD: HNG Task 2"},"content":{"rendered":"<div data-article-id=\"2270670\" id=\"article-body\">\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u060c \u0645\u0646 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0628\u0627 \u0627\u062f\u063a\u0627\u0645 \u0645\u062f\u0627\u0648\u0645 (CI) \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0627\u0648\u0645 (CD) \u067e\u06cc\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 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=\"\u062a\u063a\u06cc\u06cc\u0631 \u0648\u0636\u0639\u06cc\u062a \u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628\"><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 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href=\"https:\/\/nabfollower.com\/blog\/%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a8%d8%a7-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-ci-cd-hng-task-2\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_1_%D9%85%D8%AE%D8%B2%D9%86_%D8%B1%D8%A7_%DA%A9%D9%84%D9%88%D9%86_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 1: \u0645\u062e\u0632\u0646 \u0631\u0627 \u06a9\u0644\u0648\u0646 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a8%d8%a7-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-ci-cd-hng-task-2\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_2_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DB%8C%DA%A9_%D9%85%D8%AD%DB%8C%D8%B7_%D9%85%D8%AC%D8%A7%D8%B2%DB%8C\" >\u0645\u0631\u062d\u0644\u0647 2: \u062a\u0646\u0638\u06cc\u0645 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href=\"https:\/\/nabfollower.com\/blog\/%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a8%d8%a7-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-ci-cd-hng-task-2\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_4_%D8%A2%D8%B2%D9%85%D8%A7%DB%8C%D8%B4_%D9%86%D9%82%D8%B7%D9%87_%D9%BE%D8%A7%DB%8C%D8%A7%D9%86%DB%8C\" >\u0645\u0631\u062d\u0644\u0647 4: \u0622\u0632\u0645\u0627\u06cc\u0634 \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a8%d8%a7-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-ci-cd-hng-task-2\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%B4%D8%B4%D9%85_%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_nginx_%D8%A8%D9%87_%D8%B9%D9%86%D9%88%D8%A7%D9%86_%DB%8C%DA%A9_%D9%BE%D8%B1%D9%88%DA%A9%D8%B3%DB%8C_%D9%85%D8%B9%DA%A9%D9%88%D8%B3\" >\u0645\u0631\u062d\u0644\u0647 \u0634\u0634\u0645: \u0627\u062f\u063a\u0627\u0645 nginx \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u0639\u06a9\u0648\u0633<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a8%d8%a7-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-ci-cd-hng-task-2\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_7_%DB%8C%DA%A9_%D8%B3%D8%B1%D9%88%D8%B1_%D9%84%DB%8C%D9%86%D9%88%DA%A9%D8%B3_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 7: \u06cc\u06a9 \u0633\u0631\u0648\u0631 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a8%d8%a7-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-ci-cd-hng-task-2\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_8_%D8%AE%D8%B7_%D9%84%D9%88%D9%84%D9%87_CI_%D8%B1%D8%A7_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 8: \u062e\u0637 \u0644\u0648\u0644\u0647 CI \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a8%d8%a7-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-ci-cd-hng-task-2\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_9_%D8%AE%D8%B7_%D9%84%D9%88%D9%84%D9%87_%D8%A7%D8%B3%D8%AA%D9%82%D8%B1%D8%A7%D8%B1_%D8%B1%D8%A7_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0645\u0631\u062d\u0644\u0647 9: \u062e\u0637 \u0644\u0648\u0644\u0647 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%db%8c%da%a9-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87-fastapi-%d8%a8%d8%a7-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-ci-cd-hng-task-2\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_10_%D9%86%DB%8C%D8%A7%D8%B2_%D8%A8%D9%87_%D8%AF%D8%B3%D8%AA%D8%B1%D8%B3%DB%8C_%D9%85%D8%AE%D8%B2%D9%86\" >\u0645\u0631\u062d\u0644\u0647 10: \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0633\u062a\u0631\u0633\u06cc \u0645\u062e\u0632\u0646<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D9%84%D8%B2%D8%A7%D9%85\"><\/span>\n<p>  \u0627\u0644\u0632\u0627\u0645<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\u067e\u06cc\u062a\u0648\u0646<\/li>\n<li>\u0628\u0631\u0646\u0627\u0645\u0647 Fastapi<\/li>\n<li>\u0627\u0633\u06a9\u0644\u0647<\/li>\n<li>\u0627\u0633\u0631\u0627\u0631 \u0627\u0642\u062f\u0627\u0645\u0627\u062a GitHub<\/li>\n<li>\u0633\u0631\u0648\u0631 \u0644\u06cc\u0646\u0648\u06a9\u0633 AWS<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_1_%D9%85%D8%AE%D8%B2%D9%86_%D8%B1%D8%A7_%DA%A9%D9%84%D9%88%D9%86_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 1: \u0645\u062e\u0632\u0646 \u0631\u0627 \u06a9\u0644\u0648\u0646 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u0648\u0644\u06cc\u0646 \u0642\u062f\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 repo \u0631\u0627 \u0686\u0646\u06af \u0628\u0632\u0646\u06cc\u062f \u0648 \u0645\u062e\u0632\u0646 \u0631\u0627 \u0628\u0647 \u062f\u0633\u062a\u06af\u0627\u0647 \u0645\u062d\u0644\u06cc \u062e\u0648\u062f \u06a9\u0644\u0648\u0646 \u06a9\u0646\u06cc\u062f<br \/><code>git clone https:\/\/github.com\/hng12-devbotops\/fastapi-book-project.git<\/code><br \/><code>cd fastapi-book-project\/<\/code><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_2_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DB%8C%DA%A9_%D9%85%D8%AD%DB%8C%D8%B7_%D9%85%D8%AC%D8%A7%D8%B2%DB%8C\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 2: \u062a\u0646\u0638\u06cc\u0645 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0646 \u0642\u0628\u0644 \u0627\u0632 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u0645\u06cc \u06a9\u0646\u0645 \u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0634\u0645\u0627 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0627\u06cc\u062c\u0627\u062f \u0648 \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f.<br \/><code>python3 -m venv hng<\/code><br \/><code>source hng\/bin\/activate<\/code><\/p>\n<ul>\n<li>\u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0644\u0627\u0632\u0645 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/li>\n<\/ul>\n<p><code>pip install -r requirements.txt<\/code><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_3_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D9%86%D9%82%D8%B7%D9%87_%D9%BE%D8%A7%DB%8C%D8%A7%D9%86%DB%8C_%DA%AF%D9%85%D8%B4%D8%AF%D9%87\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 3: \u0627\u062c\u0631\u0627\u06cc \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u06af\u0645\u0634\u062f\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>API \u0645\u0627 \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0634\u0646\u0627\u0633\u0647 \u062e\u0648\u062f \u0642\u0627\u062f\u0631 \u0628\u0647 \u0648\u0627\u06a9\u0634\u06cc \u06cc\u06a9 \u06a9\u062a\u0627\u0628 \u0648\u0627\u062d\u062f \u0646\u06cc\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u060c \u0645\u0646 \u06cc\u06a9 \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u062c\u062f\u06cc\u062f \u0631\u0627 \u0628\u0647 \u0631\u0648\u062a\u0631 FastAPI \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0645 \u06a9\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u062f\u0631\u06cc\u0627\u0641\u062a \u06cc\u06a9 \u06a9\u062a\u0627\u0628 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0634\u0646\u0627\u0633\u0647 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062e\u0648\u062f \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>@router.get(\"\/{book_id}\", response_model=Book, status_code=status.HTTP_200_OK)  # New endpoint\nasync def get_book(book_id: int):\n    book = db.books.get(book_id)\n    if not book:\n        raise HTTPException(\n            status_code=status.HTTP_404_NOT_FOUND, \n            detail=\"Book not found\"\n        )\n    return book\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>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\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<ul>\n<li>\u0627\u0632 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 httpexception \u0627\u0632 fastapi \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_4_%D8%A2%D8%B2%D9%85%D8%A7%DB%8C%D8%B4_%D9%86%D9%82%D8%B7%D9%87_%D9%BE%D8%A7%DB%8C%D8%A7%D9%86%DB%8C\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 4: \u0622\u0632\u0645\u0627\u06cc\u0634 \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u062c\u0631\u0627\u06cc \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u060c \u0645\u0647\u0645 \u0627\u0633\u062a \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u0634\u0648\u062f \u06a9\u0647 \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc \u0631\u0648\u062f \u0631\u0641\u062a\u0627\u0631 \u06a9\u0646\u062f \u060c \u0645\u0646 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u0645<br \/><code>pytest<\/code><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F05h28esmfqpdzgvx81qy.png\" alt=\"\u067e\u06cc\u062a\u0633\u062a\" loading=\"lazy\" width=\"800\" height=\"216\" title=\"\"><\/p>\n<ul>\n<li>\u0633\u067e\u0633 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 UVicorn \u0634\u0631\u0648\u0639 \u06a9\u0631\u062f\u0645<br \/>\n<code>uvicorn main:app --reload<\/code>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fddf66ct88rqm1x1i7pfl.png\" alt=\"\u0628\u0631\u0646\u0627\u0645\u0647\" loading=\"lazy\" width=\"800\" height=\"359\" title=\"\"><\/p>\n<ul>\n<li>\u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0631 LocalHost ### \u0645\u0631\u062d\u0644\u0647 5 \u062e\u0648\u0628 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u0646\u062f: dockerizing \u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u0627 \u06cc\u06a9 dockerfile \u0631\u0627 \u062f\u0631 \u0641\u0647\u0631\u0633\u062a \u067e\u0631\u0648\u0698\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f\n<\/li>\n<\/ul>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code># Use an official lightweight Python image\nFROM python:3.9-slim\n\n# Set work directory\nWORKDIR \/app\n\n# Install dependencies\nCOPY requirements.txt .\nRUN pip install --upgrade pip\nRUN pip install -r requirements.txt\n\n# Copy project files\nCOPY . .\n\n# Expose the port FastAPI runs on\nEXPOSE 8000\n\n# Run the FastAPI application using Uvicorn\nCMD [\"uvicorn\", \"main:app\", \"--host\", \"0.0.0.0\", \"--port\", \"8000\"]\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>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\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<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%B4%D8%B4%D9%85_%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_nginx_%D8%A8%D9%87_%D8%B9%D9%86%D9%88%D8%A7%D9%86_%DB%8C%DA%A9_%D9%BE%D8%B1%D9%88%DA%A9%D8%B3%DB%8C_%D9%85%D8%B9%DA%A9%D9%88%D8%B3\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 \u0634\u0634\u0645: \u0627\u062f\u063a\u0627\u0645 nginx \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u0639\u06a9\u0648\u0633<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u0622\u0633\u0627\u0646\u062a\u0631 \u06a9\u0631\u062f\u0646 \u06a9\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u0645\u0646 \u060c \u0645\u0646 \u0627\u0632 <code>docker-compose.yml<\/code> \u067e\u0631\u0648\u0646\u062f\u0647 \u0628\u0631\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc nginx \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u0639\u06a9\u0648\u0633. \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0645 <code>nginx.conf<\/code> \u067e\u0631\u0648\u0646\u062f\u0647 \u0628\u0627 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u0646. \u0647\u062f\u0641 \u0627\u0632 \u0627\u06cc\u0646 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 NGINX \u062f\u0631 \u067e\u0648\u0631\u062a 80 \u06af\u0648\u0634 \u062f\u0647\u06cc\u062f \u0648 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627\u06cc HTTP \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u06a9\u0647 \u062f\u0631 \u067e\u0648\u0631\u062a 8000 \u062f\u0631 \u062f\u0627\u062e\u0644 \u0638\u0631\u0641 \u062e\u0648\u062f \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f \u060c \u06af\u0648\u0634 \u062f\u0647\u06cc\u062f.<br \/>nginx.conf<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>server {\n    listen 80;\n    server_name your_domain_or_IP;\n    location \/ {\n        proxy_pass http:\/\/app:8000;\n        proxy_set_header Host $host;\n        proxy_set_header X-Real-IP $remote_addr;\n        proxy_set_header X-Forwarded-For \n        $proxy_add_x_forwarded_for;\n        proxy_set_header X-Forwarded-Proto $scheme;\n    }\n}\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>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\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<ul>\n<li>\u06af\u0648\u0634 \u062f\u0627\u062f\u0646 80: NGINX \u0628\u0631\u0627\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627\u06cc HTTP \u0648\u0631\u0648\u062f\u06cc \u062f\u0631 \u0628\u0646\u062f\u0631 80 \u06af\u0648\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li>server_name: \u0628\u0627 \u062f\u0627\u0645\u0646\u0647 \u06cc\u0627 \u0622\u062f\u0631\u0633 IP \u062e\u0648\u062f \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>Proxy_Pass: \u062a\u0631\u0627\u0641\u06cc\u06a9 \u0631\u0627 \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0633\u0631\u0648\u06cc\u0633 (\u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u062f\u0631 \u067e\u0631\u0648\u0646\u062f\u0647 docker-compose) \u062f\u0631 \u067e\u0648\u0631\u062a 8000 \u0647\u062f\u0627\u06cc\u062a \u0645\u06cc \u06a9\u0646\u062f. docker-compose.yml\n<\/li>\n<\/ul>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>version: '3.8'\nservices:\n  app:\n    build: .\n    container_name: fastapi-app\n    ports:\n      - \"8000:8000\"\n\n  nginx:\n    image: nginx:latest\n    container_name: fastapi-nginx\n    volumes:\n      - .\/nginx.conf:\/etc\/nginx\/conf.d\/default.conf\n    ports:\n      - \"80:80\"\n    depends_on:\n      - app\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>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\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><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F8w4g3s8ip0zwo01wez4t.png\" alt=\"\u0627\u0633\u06a9\u0644\u0647\" loading=\"lazy\" width=\"800\" height=\"491\" title=\"\"><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fx3ddot11x9ag8ht5v6wg.png\" alt=\"\u062a\u0647\u06cc\u0647 \u06a9\u0631\u062f\u0646\" loading=\"lazy\" width=\"800\" height=\"127\" title=\"\"><\/p>\n<ul>\n<li>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u060c \u0638\u0631\u0648\u0641 \u0645\u0627 \u062f\u0631 \u062d\u0627\u0644 \u06a9\u0627\u0631 \u0647\u0633\u062a\u0646\u062f \u0648 \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u0647\u0633\u062a\u0646\u062f \u0648 Nginx \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u062f\u0631 \u062d\u0627\u0644 \u0645\u0633\u06cc\u0631\u06cc\u0627\u0628\u06cc \u062a\u0631\u0627\u0641\u06cc\u06a9 \u0648\u0631\u0648\u062f\u06cc \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0645\u0627 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_7_%DB%8C%DA%A9_%D8%B3%D8%B1%D9%88%D8%B1_%D9%84%DB%8C%D9%86%D9%88%DA%A9%D8%B3_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 7: \u06cc\u06a9 \u0633\u0631\u0648\u0631 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u0645\u06cc\u0632\u0628\u0627\u0646\u06cc \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0645\u0627 \u060c \u06cc\u06a9 \u0633\u0631\u0648\u0631 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0631\u0627 \u062f\u0631 AWS \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0631\u062f\u0645. \u0627\u06cc\u0646 \u0633\u0631\u0648\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0633\u062a\u0648\u0646 \u0641\u0642\u0631\u0627\u062a \u0645\u062d\u06cc\u0637 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u0627 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f \u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 dockerized \u0645\u0627 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f \u0648 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_8_%D8%AE%D8%B7_%D9%84%D9%88%D9%84%D9%87_CI_%D8%B1%D8%A7_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 8: \u062e\u0637 \u0644\u0648\u0644\u0647 CI \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0646 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 Actions GitHub \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0645 \u062a\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0622\u0632\u0645\u0627\u06cc\u0634\u0627\u062a \u0631\u0627 \u062f\u0631 \u0647\u0631 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0634\u0634 \u0647\u062f\u0641 \u0642\u0631\u0627\u0631 \u062f\u0647\u062f \u06a9\u0647 \u0634\u0639\u0628\u0647 \u0627\u0635\u0644\u06cc \u0631\u0627 \u0647\u062f\u0641 \u0642\u0631\u0627\u0631 \u062f\u0647\u062f. \u0627\u06cc\u0646 \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0647\u0631\u06af\u0648\u0646\u0647 \u062a\u063a\u06cc\u06cc\u0631 \u062c\u062f\u06cc\u062f \u0642\u0628\u0644 \u0627\u0632 \u0627\u062f\u063a\u0627\u0645 \u0622\u0646\u0647\u0627 \u062a\u0623\u06cc\u06cc\u062f \u0634\u0648\u062f.<br \/><code>mkdir -p .github\/workflows\/<\/code><br \/><code>cd .github\/workflows\/<\/code><br \/><code>touch ci.yml<\/code><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>name: ci pipeline\n\non:\n  pull_request:\n    branches: [ main ]\n\njobs:\n  test:\n    runs-on: ubuntu-latest\n    steps:\n    - uses: actions\/checkout@v2\n    - name: Set up Python\n      uses: actions\/setup-python@v2\n      with:\n        python-version: '3.9'\n    - name: Install dependencies\n      run: |\n        python -m pip install --upgrade pip\n        pip install -r requirements.txt\n    - name: Run tests\n      run: pytest\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>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\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<ul>\n<li>\u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 GitHub \u0641\u0634\u0627\u0631 \u062f\u0627\u062f\u0647 \u0648 \u0648\u0636\u0639\u06cc\u062a \u062e\u0637 \u0644\u0648\u0644\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f<br \/>\n<img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fta42m24r045a1y1kra6o.png\" alt=\"\u062e\u0637 \u0644\u0648\u0644\u0647\" loading=\"lazy\" width=\"800\" height=\"230\" title=\"\">\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_9_%D8%AE%D8%B7_%D9%84%D9%88%D9%84%D9%87_%D8%A7%D8%B3%D8%AA%D9%82%D8%B1%D8%A7%D8%B1_%D8%B1%D8%A7_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 9: \u062e\u0637 \u0644\u0648\u0644\u0647 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0627\u0648\u0645 \u060c \u0645\u0646 \u06cc\u06a9 \u067e\u0631\u0648\u0646\u062f\u0647 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 Actions Action GitHub \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0645 \u0628\u0647 \u0646\u0627\u0645 <code>deploy.yml<\/code>\u0628\u0634\u0631 \u0627\u06cc\u0646 \u062e\u0637 \u0644\u0648\u0644\u0647 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0647\u0631 \u0632\u0645\u0627\u0646 \u06a9\u0647 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0628\u0647 \u0634\u0639\u0628\u0647 \u0627\u0635\u0644\u06cc \u0645\u0646\u062a\u0642\u0644 \u0634\u0648\u062f \u060c \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0631\u0648\u0646\u062f \u0628\u0647 \u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0632\u0646\u062f\u0647 \u0631\u0627 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.<br \/><code>touch deploy.yml<\/code><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>name: CD Pipeline\non:\n  push:\n    branches: [main]\njobs:\n  deploy:\n    runs-on: ubuntu-latest\n    steps:\n      - name: Checkout repository\n        uses: actions\/checkout@v3\n\n      - name: Deploy via SSH\n        uses: appleboy\/ssh-action@master\n        with:\n          host: ${{ secrets.SSH_HOST }}\n          username: ${{ secrets.SSH_USERNAME }}\n          key: ${{ secrets.SSH_PRIVATE_KEY }}\n          script: |\n            # Update package index and install dependencies\n            sudo apt-get update -y\n            sudo apt-get install -y apt-transport-https ca-certificates curl software-properties-common\n\n            # Add Docker's official GPG key\n            curl -fsSL https:\/\/download.docker.com\/linux\/ubuntu\/gpg | sudo apt-key add -\n            sudo add-apt-repository \"deb [arch=amd64] https:\/\/download.docker.com\/linux\/ubuntu $(lsb_release -cs) stable\"\n\n            # Install Docker\n            sudo apt-get update -y\n            sudo apt-get install -y docker-ce docker-ce-cli containerd.io\n\n            # Add the SSH user to the Docker group\n            sudo usermod -aG docker ${{ secrets.SSH_USERNAME }}\n\n            # Install Docker Compose\n            sudo curl -L \"https:\/\/github.com\/docker\/compose\/releases\/download\/v2.20.2\/docker-compose-$(uname -s)-$(uname -m)\" -o \/usr\/local\/bin\/docker-compose\n            sudo chmod +x \/usr\/local\/bin\/docker-compose\n\n            # Verify installations\n            docker --version\n            docker-compose --version\n\n            # Navigate to the project directory and deploy\n            cd \/home\/ubuntu\/\n            git clone <your-github-repo>\n            cd fastapi-book-project\/\n            git pull\n            docker-compose up -d --build\n<\/your-github-repo><\/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\" 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width=\"800\" height=\"211\" title=\"\">\n<\/li>\n<li>\u062a\u0623\u06cc\u06cc\u062f \u067e\u0633 \u0627\u0632 \u0627\u0633\u062a\u0642\u0631\u0627\u0631: \u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u062e\u0637 \u0644\u0648\u0644\u0647 \u060c \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 \u0645\u0637\u0627\u0628\u0642 \u0627\u0646\u062a\u0638\u0627\u0631 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f.<br \/>\n<img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F33qwetuxxp7a1ubz6fbl.png\" alt=\"\u0633\u0631\u0648\u0631\" loading=\"lazy\" width=\"800\" height=\"376\" title=\"\">\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_10_%D9%86%DB%8C%D8%A7%D8%B2_%D8%A8%D9%87_%D8%AF%D8%B3%D8%AA%D8%B1%D8%B3%DB%8C_%D9%85%D8%AE%D8%B2%D9%86\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 10: \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0633\u062a\u0631\u0633\u06cc \u0645\u062e\u0632\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0642\u0628\u0644 \u0627\u0632 \u0627\u0631\u0633\u0627\u0644 \u060c \u0645\u0627 \u0642\u0631\u0627\u0631 \u0627\u0633\u062a \u062f\u0639\u0648\u062a \u06a9\u0646\u06cc\u0645 <code>hng12-devbotops<\/code> \u0628\u0647 \u062d\u0633\u0627\u0628 GitHub \u0645\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0647\u0645\u06a9\u0627\u0631 \u062f\u0631 \u0645\u062e\u0632\u0646 \u0645\u0627. \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631<\/p>\n<ul>\n<li>\u0645\u062e\u0632\u0646 \u0631\u0627 \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u06cc\u06a9 \u0647\u0645\u06a9\u0627\u0631 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decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F9514vxmg2koossdc87xx.png\" alt=\"\u0631\u06af\" loading=\"lazy\" width=\"800\" height=\"324\" title=\"\">\n<\/li>\n<\/ul>\n<p>\u0628\u0627 \u062a\u0634\u06a9\u0631 \u0627\u0632 \u062e\u0648\u0627\u0646\u062f\u0646 \u060c \u0641\u0631\u0627\u0645\u0648\u0634 \u0646\u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u0627\u0646\u0646\u062f \u0648 \u0627\u0638\u0647\u0627\u0631 \u0646\u0638\u0631 \u06a9\u0646\u06cc\u062f \ud83d\ude04\ud83d\ude04<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u060c \u0645\u0646 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0628\u0627 \u0627\u062f\u063a\u0627\u0645 \u0645\u062f\u0627\u0648\u0645 (CI) \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0627\u0648\u0645 (CD) \u067e\u06cc\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645. \u0627\u0644\u0632\u0627\u0645 \u067e\u06cc\u062a\u0648\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 Fastapi \u0627\u0633\u06a9\u0644\u0647 \u0627\u0633\u0631\u0627\u0631 \u0627\u0642\u062f\u0627\u0645\u0627\u062a GitHub \u0633\u0631\u0648\u0631 \u0644\u06cc\u0646\u0648\u06a9\u0633 AWS \u0645\u0631\u062d\u0644\u0647 1: \u0645\u062e\u0632\u0646 \u0631\u0627 \u06a9\u0644\u0648\u0646 \u06a9\u0646\u06cc\u062f \u0627\u0648\u0644\u06cc\u0646 \u0642\u062f\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 repo \u0631\u0627 \u0686\u0646\u06af \u0628\u0632\u0646\u06cc\u062f \u0648 \u0645\u062e\u0632\u0646 \u0631\u0627 \u0628\u0647 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":96992,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F2zrxz6xqagol03hffzxn.gif","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-96991","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/96991","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=96991"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/96991\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/96992"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=96991"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=96991"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=96991"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}