{"id":97523,"date":"2025-02-15T02:31:31","date_gmt":"2025-02-14T23:01:31","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/"},"modified":"2025-02-15T02:31:31","modified_gmt":"2025-02-14T23:01:31","slug":"ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/","title":{"rendered":"\u062a\u0636\u0645\u06cc\u0646 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 \u0627\u0644\u06af\u0648\u06cc \u0635\u0646\u062f\u0648\u0642 \u0639\u0642\u0628 \u062a\u0631\u0627\u06a9\u0646\u0634 \u062f\u0631 AWS"},"content":{"rendered":"<div data-article-id=\"2278571\" id=\"article-body\">\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 .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\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#%D9%85%D9%82%D8%AF%D9%85%D9%87\" >\u0645\u0642\u062f\u0645\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\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#1_%D9%85%D8%B4%DA%A9%D9%84_%D8%A8%D8%A7%D9%86%DA%A9_%D8%A7%D8%B7%D9%84%D8%A7%D8%B9%D8%A7%D8%AA%DB%8C_%D9%88_%D9%BE%DB%8C%D8%A7%D9%85_%D8%B1%D8%B3%D8%A7%D9%86%DB%8C_%D8%A7%D8%AA%D9%85%DB%8C_%D9%86%DB%8C%D8%B3%D8%AA%D9%86%D8%AF\" >1. \u0645\u0634\u06a9\u0644: \u0628\u0627\u0646\u06a9 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0648 \u067e\u06cc\u0627\u0645 \u0631\u0633\u0627\u0646\u06cc \u0627\u062a\u0645\u06cc \u0646\u06cc\u0633\u062a\u0646\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#2_%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%D8%A7%D9%84%DA%AF%D9%88%DB%8C_%D8%B5%D9%86%D8%AF%D9%88%D9%82_%D8%B9%D9%82%D8%A8_%D9%85%D8%B9%D8%A7%D9%85%D9%84%D9%87\" >2. \u0631\u0627\u0647 \u062d\u0644 \u0627\u0644\u06af\u0648\u06cc \u0635\u0646\u062f\u0648\u0642 \u0639\u0642\u0628 \u0645\u0639\u0627\u0645\u0644\u0647<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#%F0%9F%94%B9_%D9%85%D8%B1%D8%AD%D9%84%D9%87_1_%D8%AC%D8%AF%D9%88%D9%84_%D8%B5%D9%86%D8%AF%D9%88%D9%82_%D8%B9%D9%82%D8%A8_%D8%B1%D8%A7_%D8%AA%D8%B9%D8%B1%DB%8C%D9%81_%DA%A9%D9%86%DB%8C%D8%AF\" >\ud83d\udd39 \u0645\u0631\u062d\u0644\u0647 1: \u062c\u062f\u0648\u0644 \u0635\u0646\u062f\u0648\u0642 \u0639\u0642\u0628 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \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-5\" href=\"https:\/\/nabfollower.com\/blog\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#%F0%9F%94%B9_%D9%85%D8%B1%D8%AD%D9%84%D9%87_2_%D8%B3%D9%81%D8%A7%D8%B1%D8%B4_%D9%88_%D8%B1%D9%88%DB%8C%D8%AF%D8%A7%D8%AF_%D8%B1%D8%A7_%D8%AF%D8%B1_%DB%8C%DA%A9_%D9%85%D8%B9%D8%A7%D9%85%D9%84%D9%87_%D8%A8%D9%86%D9%88%DB%8C%D8%B3%DB%8C%D8%AF_TypeScript\" >\ud83d\udd39 \u0645\u0631\u062d\u0644\u0647 2: \u0633\u0641\u0627\u0631\u0634 \u0648 \u0631\u0648\u06cc\u062f\u0627\u062f \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0645\u0639\u0627\u0645\u0644\u0647 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f (TypeScript)<\/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\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#%F0%9F%94%B9_%D9%85%D8%B1%D8%AD%D9%84%D9%87_3_%D9%86%D8%B8%D8%B1%D8%B3%D9%86%D8%AC%DB%8C_%D9%88_%D8%A7%D9%86%D8%AA%D8%B4%D8%A7%D8%B1_%D8%B1%D9%88%DB%8C%D8%AF%D8%A7%D8%AF%D9%87%D8%A7_AWS_Lambda_ECS_%D9%88%D8%B8%DB%8C%D9%81%D9%87\" >\ud83d\udd39 \u0645\u0631\u062d\u0644\u0647 3: \u0646\u0638\u0631\u0633\u0646\u062c\u06cc \u0648 \u0627\u0646\u062a\u0634\u0627\u0631 \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627 (AWS Lambda \/ ECS \u0648\u0638\u06cc\u0641\u0647)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#4_%DA%86%D8%B1%D8%A7_%D9%85%D8%A7_%D9%81%D9%82%D8%B7_%D9%86%D9%85%DB%8C_%D8%AA%D9%88%D8%A7%D9%86%DB%8C%D9%85_%D8%A8%D8%A7_SNS_%D9%85%D8%B9%D8%A7%D9%85%D9%84%D9%87_%D8%A8%D8%B1%DA%AF%D8%B4%D8%AA%DB%8C%D9%85\" >4. \u0686\u0631\u0627 \u0645\u0627 \u0641\u0642\u0637 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 SNS \u0645\u0639\u0627\u0645\u0644\u0647 \u0628\u0631\u06af\u0634\u062a\u06cc\u0645<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#sns_%D9%88_%D9%BE%D8%A7%DB%8C%DA%AF%D8%A7%D9%87_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7_%D9%85%D8%B9%D8%A7%D9%85%D9%84%D8%A7%D8%AA_%D8%B1%D8%A7_%D8%A8%D9%87_%D8%A7%D8%B4%D8%AA%D8%B1%D8%A7%DA%A9_%D9%86%D9%85%DB%8C_%DA%AF%D8%B0%D8%A7%D8%B1%D9%86%D8%AF\" >sns \u0648 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0631\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0646\u0645\u06cc \u06af\u0630\u0627\u0631\u0646\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\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#%F0%9F%94%B9_%D8%B3%D9%86%D8%A7%D8%B1%DB%8C%D9%88%D9%87%D8%A7%DB%8C_%D8%B4%DA%A9%D8%B3%D8%AA_%D8%A8%D8%AF%D9%88%D9%86_%D8%B5%D9%86%D8%AF%D9%88%D9%82\" >\ud83d\udd39 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u0634\u06a9\u0633\u062a \u0628\u062f\u0648\u0646 \u0635\u0646\u062f\u0648\u0642<\/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\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#%F0%9F%94%B9_%D8%AF%D8%B1_%D8%B5%D9%88%D8%B1%D8%AA_%D8%B9%D8%AF%D9%85_%D9%85%D9%88%D9%81%D9%82%DB%8C%D8%AA_%D8%A8%D8%A7%DB%8C%D8%AF_%DA%86%D9%87_%D8%A7%D8%AA%D9%81%D8%A7%D9%82%DB%8C_%D8%A8%DB%8C%D9%81%D8%AA%D8%AF%D8%9F\" >\ud83d\udd39 \u062f\u0631 \u0635\u0648\u0631\u062a \u0639\u062f\u0645 \u0645\u0648\u0641\u0642\u06cc\u062a \u0628\u0627\u06cc\u062f \u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u0628\u06cc\u0641\u062a\u062f\u061f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#5_%D9%85%D9%88%D8%A7%D8%B1%D8%AF_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%AF%D8%B1_%D8%AF%D9%86%DB%8C%D8%A7%DB%8C_%D9%88%D8%A7%D9%82%D8%B9%DB%8C\" >5. \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#6_%D8%AA%D9%81%D8%A7%D9%88%D8%AA_%D8%A7%D8%B2_%D8%A7%D9%84%DA%AF%D9%88%DB%8C_%D8%AD%D9%85%D8%A7%D8%B3%D9%87\" >6. \u062a\u0641\u0627\u0648\u062a \u0627\u0632 \u0627\u0644\u06af\u0648\u06cc \u062d\u0645\u0627\u0633\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/ensuring-data-consistency-with-the-transactional-outbox-pattern-on-aws-27fi\/#%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\" >\u067e\u0627\u06cc\u0627\u0646<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D9%82%D8%AF%D9%85%D9%87\"><\/span>\n<p>  \u0645\u0642\u062f\u0645\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u060c \u062a\u0636\u0645\u06cc\u0646 <strong>\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong> \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u062e\u062f\u0645\u0627\u062a \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u06a9\u06cc <strong>\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0648 \u0635\u0641 \u067e\u06cc\u0627\u0645<\/strong> \u0627\u062a\u0645\u06cc \u0646\u06cc\u0633\u062a\u0646\u062f \u060c \u0634\u06a9\u0633\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627\u0639\u062b \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0634\u0648\u062f.<\/p>\n<p>\u062f\u0631 <strong>\u0627\u0644\u06af\u0648\u06cc \u0635\u0646\u062f\u0648\u0642 \u0639\u0642\u0628 \u0645\u0639\u0627\u0645\u0644\u0647<\/strong> \u062a\u0636\u0645\u06cc\u0646 \u06a9\u0631\u062f\u0646 <strong>\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0646\u0648\u06cc\u0633\u062f \u0648 \u0627\u0646\u062a\u0634\u0627\u0631 \u067e\u06cc\u0627\u0645 \u0628\u0647 \u0635\u0648\u0631\u062a \u0627\u062a\u0645\u06cc \u0631\u062e \u0645\u06cc \u062f\u0647\u062f<\/strong>\u060c \u0627\u062c\u062a\u0646\u0627\u0628 \u0627\u0632 \u0648\u0642\u0627\u06cc\u0639 \u0627\u0632 \u062f\u0633\u062a \u0631\u0641\u062a\u0647.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"1_%D9%85%D8%B4%DA%A9%D9%84_%D8%A8%D8%A7%D9%86%DA%A9_%D8%A7%D8%B7%D9%84%D8%A7%D8%B9%D8%A7%D8%AA%DB%8C_%D9%88_%D9%BE%DB%8C%D8%A7%D9%85_%D8%B1%D8%B3%D8%A7%D9%86%DB%8C_%D8%A7%D8%AA%D9%85%DB%8C_%D9%86%DB%8C%D8%B3%D8%AA%D9%86%D8%AF\"><\/span>\n<p>  1. \u0645\u0634\u06a9\u0644: \u0628\u0627\u0646\u06a9 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0648 \u067e\u06cc\u0627\u0645 \u0631\u0633\u0627\u0646\u06cc \u0627\u062a\u0645\u06cc \u0646\u06cc\u0633\u062a\u0646\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 \u0633\u0641\u0627\u0631\u0634 \u0631\u0627 \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647:<br \/>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0633\u0641\u0627\u0631\u0634 \u0631\u0627 \u0628\u0647 Amazon RDS (postgresql\/mysql) \u0645\u06cc \u0646\u0648\u06cc\u0633\u062f.<br \/>\u0628\u0631\u0627\u06cc \u0633\u0627\u06cc\u0631 \u062e\u062f\u0645\u0627\u062a (\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u0645\u0648\u062c\u0648\u062f\u06cc \u060c \u062d\u0645\u0644 \u0648 \u0646\u0642\u0644) \u06cc\u06a9 \u0631\u0648\u06cc\u062f\u0627\u062f (\u0633\u0641\u0627\u0631\u0634) \u0628\u0647 \u0622\u0645\u0627\u0632\u0648\u0646 SQS \u0645\u0646\u062a\u0634\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\ud83d\udd25 \u0633\u0646\u0627\u0631\u06cc\u0648\u06cc \u0634\u06a9\u0633\u062a:<br \/>\u0627\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633 \u0633\u0641\u0627\u0631\u0634 RDS \u0631\u0627 \u0645\u06cc \u0646\u0648\u06cc\u0633\u062f<br \/>\u0627\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633 \u0646\u062a\u0648\u0627\u0646\u0633\u062a\u0647 \u0627\u0633\u062a \u0633\u0641\u0627\u0631\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0628\u0647 SQS \u274c (\u062e\u0637\u0627\u06cc \u0634\u0628\u06a9\u0647 \u060c \u0632\u0645\u0627\u0646 \u0628\u0646\u062f\u06cc \u0648 \u063a\u06cc\u0631\u0647) \u0631\u0627 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0646\u062f<\/p>\n<p>\ud83d\udca5 \u0645\u0634\u06a9\u0644: \u0633\u0641\u0627\u0631\u0634 \u062f\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u062f \u060c \u0627\u0645\u0627 \u0633\u0627\u06cc\u0631 \u062e\u062f\u0645\u0627\u062a (\u0645\u0648\u062c\u0648\u062f\u06cc \u060c \u062d\u0645\u0644 \u0648 \u0646\u0642\u0644) \u0647\u0631\u06af\u0632 \u0627\u06cc\u0646 \u0631\u0648\u06cc\u062f\u0627\u062f \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u0645\u06cc \u06a9\u0646\u0646\u062f.<br \/>\ud83d\udea8 \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0645\u0646\u062c\u0631 \u0628\u0647:<br \/>\u0645\u0634\u062a\u0631\u06cc\u0627\u0646\u06cc \u06a9\u0647 \u0628\u062f\u0648\u0646 \u062a\u062d\u0642\u0642 \u0633\u0641\u0627\u0631\u0634 \u0634\u0627\u0631\u0698 \u0645\u06cc \u0634\u0648\u0646\u062f.<br \/>\u0628\u062f\u0648\u0646 \u0628\u0647 \u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u0648\u062c\u0648\u062f\u06cc \u060c \u0645\u0646\u062c\u0631 \u0628\u0647 \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f.<br \/>\u0647\u06cc\u0686 \u062d\u0645\u0644 \u0648 \u0646\u0642\u0644 \u0627\u06cc\u062c\u0627\u062f \u0646\u0634\u062f\u0647 \u0648 \u0645\u0646\u062c\u0631 \u0628\u0647 \u062d\u0645\u0627\u06cc\u062a \u0627\u0632 \u062a\u0634\u062f\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%D8%A7%D9%84%DA%AF%D9%88%DB%8C_%D8%B5%D9%86%D8%AF%D9%88%D9%82_%D8%B9%D9%82%D8%A8_%D9%85%D8%B9%D8%A7%D9%85%D9%84%D9%87\"><\/span>\n<p>  2. \u0631\u0627\u0647 \u062d\u0644 \u0627\u0644\u06af\u0648\u06cc \u0635\u0646\u062f\u0648\u0642 \u0639\u0642\u0628 \u0645\u0639\u0627\u0645\u0644\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%94%B9_%D9%85%D8%B1%D8%AD%D9%84%D9%87_1_%D8%AC%D8%AF%D9%88%D9%84_%D8%B5%D9%86%D8%AF%D9%88%D9%82_%D8%B9%D9%82%D8%A8_%D8%B1%D8%A7_%D8%AA%D8%B9%D8%B1%DB%8C%D9%81_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \ud83d\udd39 <strong>\u0645\u0631\u062d\u0644\u0647 1: \u062c\u062f\u0648\u0644 \u0635\u0646\u062f\u0648\u0642 \u0639\u0642\u0628 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight sql\"><code><span class=\"k\">CREATE<\/span> <span class=\"k\">TABLE<\/span> <span class=\"n\">order_outbox<\/span> <span class=\"p\">(<\/span>\n    <span class=\"n\">id<\/span> <span class=\"nb\">SERIAL<\/span> <span class=\"k\">PRIMARY<\/span> <span class=\"k\">KEY<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">order_id<\/span> <span class=\"n\">UUID<\/span> <span class=\"k\">NOT<\/span> <span class=\"k\">NULL<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">event_type<\/span> <span class=\"nb\">TEXT<\/span> <span class=\"k\">NOT<\/span> <span class=\"k\">NULL<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">payload<\/span> <span class=\"n\">JSONB<\/span> <span class=\"k\">NOT<\/span> <span class=\"k\">NULL<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">created_at<\/span> <span class=\"nb\">TIMESTAMP<\/span> <span class=\"k\">DEFAULT<\/span> <span class=\"n\">NOW<\/span><span class=\"p\">(),<\/span>\n    <span class=\"n\">processed_at<\/span> <span class=\"nb\">TIMESTAMP<\/span> <span class=\"k\">NULL<\/span>\n<span class=\"p\">);<\/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>\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=\"%F0%9F%94%B9_%D9%85%D8%B1%D8%AD%D9%84%D9%87_2_%D8%B3%D9%81%D8%A7%D8%B1%D8%B4_%D9%88_%D8%B1%D9%88%DB%8C%D8%AF%D8%A7%D8%AF_%D8%B1%D8%A7_%D8%AF%D8%B1_%DB%8C%DA%A9_%D9%85%D8%B9%D8%A7%D9%85%D9%84%D9%87_%D8%A8%D9%86%D9%88%DB%8C%D8%B3%DB%8C%D8%AF_TypeScript\"><\/span>\n<p>  \ud83d\udd39 <strong>\u0645\u0631\u062d\u0644\u0647 2: \u0633\u0641\u0627\u0631\u0634 \u0648 \u0631\u0648\u06cc\u062f\u0627\u062f \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0645\u0639\u0627\u0645\u0644\u0647 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f (TypeScript)<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight typescript\"><code><span class=\"k\">import<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">Pool<\/span> <span class=\"p\">}<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">pg<\/span><span class=\"dl\">'<\/span><span class=\"p\">;<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">pool<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">Pool<\/span><span class=\"p\">({<\/span> <span class=\"na\">connectionString<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">your-db-connection<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">});<\/span>\n\n<span class=\"k\">async<\/span> <span class=\"kd\">function<\/span> <span class=\"nf\">placeOrder<\/span><span class=\"p\">(<\/span><span class=\"nx\">orderId<\/span><span class=\"p\">:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">,<\/span> <span class=\"nx\">customerId<\/span><span class=\"p\">:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">,<\/span> <span class=\"nx\">totalPrice<\/span><span class=\"p\">:<\/span> <span class=\"kr\">number<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\n    <span class=\"kd\">const<\/span> <span class=\"nx\">client<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">pool<\/span><span class=\"p\">.<\/span><span class=\"nf\">connect<\/span><span class=\"p\">();<\/span>\n    <span class=\"k\">try<\/span> <span class=\"p\">{<\/span>\n        <span class=\"k\">await<\/span> <span class=\"nx\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">query<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">BEGIN<\/span><span class=\"dl\">'<\/span><span class=\"p\">);<\/span>\n        <span class=\"k\">await<\/span> <span class=\"nx\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">query<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">INSERT INTO orders (order_id, customer_id, total_price) VALUES ($1, $2, $3)<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\n            <span class=\"p\">[<\/span><span class=\"nx\">orderId<\/span><span class=\"p\">,<\/span> <span class=\"nx\">customerId<\/span><span class=\"p\">,<\/span> <span class=\"nx\">totalPrice<\/span><span class=\"p\">]);<\/span>\n        <span class=\"k\">await<\/span> <span class=\"nx\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">query<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">INSERT INTO order_outbox (order_id, event_type, payload) VALUES ($1, $2, $3)<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\n            <span class=\"p\">[<\/span><span class=\"nx\">orderId<\/span><span class=\"p\">,<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">OrderPlaced<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"nx\">JSON<\/span><span class=\"p\">.<\/span><span class=\"nf\">stringify<\/span><span class=\"p\">({<\/span> <span class=\"nx\">orderId<\/span><span class=\"p\">,<\/span> <span class=\"nx\">customerId<\/span><span class=\"p\">,<\/span> <span class=\"nx\">totalPrice<\/span> <span class=\"p\">})]);<\/span>\n        <span class=\"k\">await<\/span> <span class=\"nx\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">query<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">COMMIT<\/span><span class=\"dl\">'<\/span><span class=\"p\">);<\/span>\n    <span class=\"p\">}<\/span> <span class=\"k\">catch <\/span><span class=\"p\">(<\/span><span class=\"nx\">error<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\n        <span class=\"k\">await<\/span> <span class=\"nx\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">query<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">ROLLBACK<\/span><span class=\"dl\">'<\/span><span class=\"p\">);<\/span>\n        <span class=\"k\">throw<\/span> <span class=\"nx\">error<\/span><span class=\"p\">;<\/span>\n    <span class=\"p\">}<\/span> <span class=\"k\">finally<\/span> <span class=\"p\">{<\/span>\n        <span class=\"nx\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">release<\/span><span class=\"p\">();<\/span>\n    <span class=\"p\">}<\/span>\n<span class=\"p\">}<\/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>\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=\"%F0%9F%94%B9_%D9%85%D8%B1%D8%AD%D9%84%D9%87_3_%D9%86%D8%B8%D8%B1%D8%B3%D9%86%D8%AC%DB%8C_%D9%88_%D8%A7%D9%86%D8%AA%D8%B4%D8%A7%D8%B1_%D8%B1%D9%88%DB%8C%D8%AF%D8%A7%D8%AF%D9%87%D8%A7_AWS_Lambda_ECS_%D9%88%D8%B8%DB%8C%D9%81%D9%87\"><\/span>\n<p>  \ud83d\udd39 <strong>\u0645\u0631\u062d\u0644\u0647 3: \u0646\u0638\u0631\u0633\u0646\u062c\u06cc \u0648 \u0627\u0646\u062a\u0634\u0627\u0631 \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627 (AWS Lambda \/ ECS \u0648\u0638\u06cc\u0641\u0647)<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight typescript\"><code><span class=\"k\">import<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">Pool<\/span> <span class=\"p\">}<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">pg<\/span><span class=\"dl\">'<\/span><span class=\"p\">;<\/span>\n<span class=\"k\">import<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">SNS<\/span> <span class=\"p\">}<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">aws-sdk<\/span><span class=\"dl\">'<\/span><span class=\"p\">;<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">pool<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">Pool<\/span><span class=\"p\">({<\/span> <span class=\"na\">connectionString<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">your-db-connection<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">});<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">sns<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">SNS<\/span><span class=\"p\">();<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">topicArn<\/span> <span class=\"o\">=<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">arn:aws:sns:us-east-1:your-account-id:order-events<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\n\n<span class=\"k\">async<\/span> <span class=\"kd\">function<\/span> <span class=\"nf\">processOutbox<\/span><span class=\"p\">()<\/span> <span class=\"p\">{<\/span>\n    <span class=\"kd\">const<\/span> <span class=\"nx\">client<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">pool<\/span><span class=\"p\">.<\/span><span class=\"nf\">connect<\/span><span class=\"p\">();<\/span>\n    <span class=\"k\">try<\/span> <span class=\"p\">{<\/span>\n        <span class=\"kd\">const<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">rows<\/span> <span class=\"p\">}<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">query<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">SELECT id, payload FROM order_outbox WHERE processed_at IS NULL<\/span><span class=\"dl\">\"<\/span><span class=\"p\">);<\/span>\n        <span class=\"k\">for <\/span><span class=\"p\">(<\/span><span class=\"kd\">const<\/span> <span class=\"nx\">event<\/span> <span class=\"k\">of<\/span> <span class=\"nx\">rows<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\n            <span class=\"k\">try<\/span> <span class=\"p\">{<\/span>\n                <span class=\"k\">await<\/span> <span class=\"nx\">sns<\/span><span class=\"p\">.<\/span><span class=\"nf\">publish<\/span><span class=\"p\">({<\/span> <span class=\"na\">TopicArn<\/span><span class=\"p\">:<\/span> <span class=\"nx\">topicArn<\/span><span class=\"p\">,<\/span> <span class=\"na\">Message<\/span><span class=\"p\">:<\/span> <span class=\"nx\">JSON<\/span><span class=\"p\">.<\/span><span class=\"nf\">stringify<\/span><span class=\"p\">(<\/span><span class=\"nx\">event<\/span><span class=\"p\">.<\/span><span class=\"nx\">payload<\/span><span class=\"p\">)<\/span> <span class=\"p\">}).<\/span><span class=\"nf\">promise<\/span><span class=\"p\">();<\/span>\n                <span class=\"k\">await<\/span> <span class=\"nx\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">query<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">UPDATE order_outbox SET processed_at = NOW() WHERE id = $1<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">[<\/span><span class=\"nx\">event<\/span><span class=\"p\">.<\/span><span class=\"nx\">id<\/span><span class=\"p\">]);<\/span>\n            <span class=\"p\">}<\/span> <span class=\"k\">catch <\/span><span class=\"p\">(<\/span><span class=\"nx\">error<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\n                <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">error<\/span><span class=\"p\">(<\/span><span class=\"s2\">`Failed to send event <\/span><span class=\"p\">${<\/span><span class=\"nx\">event<\/span><span class=\"p\">.<\/span><span class=\"nx\">id<\/span><span class=\"p\">}<\/span><span class=\"s2\">:`<\/span><span class=\"p\">,<\/span> <span class=\"nx\">error<\/span><span class=\"p\">);<\/span>\n            <span class=\"p\">}<\/span>\n        <span class=\"p\">}<\/span>\n    <span class=\"p\">}<\/span> <span class=\"k\">catch <\/span><span class=\"p\">(<\/span><span class=\"nx\">error<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\n        <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">error<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Error processing outbox:<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"nx\">error<\/span><span class=\"p\">);<\/span>\n    <span class=\"p\">}<\/span> <span class=\"k\">finally<\/span> <span class=\"p\">{<\/span>\n        <span class=\"nx\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">release<\/span><span class=\"p\">();<\/span>\n    <span class=\"p\">}<\/span>\n<span class=\"p\">}<\/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>\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<h2><span class=\"ez-toc-section\" id=\"4_%DA%86%D8%B1%D8%A7_%D9%85%D8%A7_%D9%81%D9%82%D8%B7_%D9%86%D9%85%DB%8C_%D8%AA%D9%88%D8%A7%D9%86%DB%8C%D9%85_%D8%A8%D8%A7_SNS_%D9%85%D8%B9%D8%A7%D9%85%D9%84%D9%87_%D8%A8%D8%B1%DA%AF%D8%B4%D8%AA%DB%8C%D9%85\"><\/span>\n<p>  4. \u0686\u0631\u0627 \u0645\u0627 \u0641\u0642\u0637 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 SNS \u0645\u0639\u0627\u0645\u0644\u0647 \u0628\u0631\u06af\u0634\u062a\u06cc\u0645<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"sns_%D9%88_%D9%BE%D8%A7%DB%8C%DA%AF%D8%A7%D9%87_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7_%D9%85%D8%B9%D8%A7%D9%85%D9%84%D8%A7%D8%AA_%D8%B1%D8%A7_%D8%A8%D9%87_%D8%A7%D8%B4%D8%AA%D8%B1%D8%A7%DA%A9_%D9%86%D9%85%DB%8C_%DA%AF%D8%B0%D8%A7%D8%B1%D9%86%D8%AF\"><\/span>\n<p>  sns \u0648 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0631\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0646\u0645\u06cc \u06af\u0630\u0627\u0631\u0646\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 (RDS \u060c PostgreSQL \u060c MySQL) <strong>\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0633\u06cc\u062f\u06cc<\/strong>\u0628\u0634\u0631<\/li>\n<li>Amazon SNS \u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 \u062e\u0627\u0631\u062c\u06cc \u0627\u0633\u062a \u0648 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u062e\u0634\u06cc \u0627\u0632 \u0647\u0645\u0627\u0646 \u0645\u0639\u0627\u0645\u0644\u0647 \u0628\u0627\u0634\u062f.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%94%B9_%D8%B3%D9%86%D8%A7%D8%B1%DB%8C%D9%88%D9%87%D8%A7%DB%8C_%D8%B4%DA%A9%D8%B3%D8%AA_%D8%A8%D8%AF%D9%88%D9%86_%D8%B5%D9%86%D8%AF%D9%88%D9%82\"><\/span>\n<p>  \ud83d\udd39 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u0634\u06a9\u0633\u062a \u0628\u062f\u0648\u0646 \u0635\u0646\u062f\u0648\u0642<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>DB INSERT \u0645\u0648\u0641\u0642 \u0645\u06cc \u0634\u0648\u062f \u060c SNS \u0634\u06a9\u0633\u062a \u0645\u06cc \u062e\u0648\u0631\u062f:\n<ul>\n<li>\u0633\u0641\u0627\u0631\u0634 \u062f\u0631 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u062f <strong>RDS<\/strong> \u2705<\/li>\n<li>\u067e\u06cc\u0627\u0645 SNS \u0634\u06a9\u0633\u062a \u0645\u06cc \u062e\u0648\u0631\u062f<\/li>\n<li><strong>\u062e\u062f\u0645\u0627\u062a \u062f\u06cc\u06af\u0631 \u0647\u0631\u06af\u0632 \u0627\u06cc\u0646 \u0631\u0648\u06cc\u062f\u0627\u062f \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u0645\u06cc \u06a9\u0646\u0646\u062f!<\/strong><\/li>\n<\/ul>\n<\/li>\n<li>\u067e\u06cc\u0627\u0645 SNS \u0627\u0631\u0633\u0627\u0644 \u0634\u062f\u0647 \u060c \u062f\u0631\u062c DB \u0634\u06a9\u0633\u062a \u0645\u06cc \u062e\u0648\u0631\u062f:\n<ul>\n<li>\u067e\u06cc\u0627\u0645 SNS \u0627\u0631\u0633\u0627\u0644 \u0634\u062f\u0647<\/li>\n<li>DB INSERT \u0634\u06a9\u0633\u062a \u0645\u06cc \u062e\u0648\u0631\u062f<\/li>\n<li><strong>\u062e\u062f\u0645\u0627\u062a \u062f\u06cc\u06af\u0631 \u0631\u0648\u06cc\u062f\u0627\u062f\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0638\u0645 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f \u06a9\u0647 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f!<\/strong><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%94%B9_%D8%AF%D8%B1_%D8%B5%D9%88%D8%B1%D8%AA_%D8%B9%D8%AF%D9%85_%D9%85%D9%88%D9%81%D9%82%DB%8C%D8%AA_%D8%A8%D8%A7%DB%8C%D8%AF_%DA%86%D9%87_%D8%A7%D8%AA%D9%81%D8%A7%D9%82%DB%8C_%D8%A8%DB%8C%D9%81%D8%AA%D8%AF%D8%9F\"><\/span>\n<p>  \ud83d\udd39 \u062f\u0631 \u0635\u0648\u0631\u062a \u0639\u062f\u0645 \u0645\u0648\u0641\u0642\u06cc\u062a \u0628\u0627\u06cc\u062f \u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u0628\u06cc\u0641\u062a\u062f\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u062f\u0631 \u0635\u0648\u0631\u062a \u0639\u062f\u0645 \u0645\u0648\u0641\u0642\u06cc\u062a SNS:<\/strong> \u0627\u06cc\u0646 \u0631\u0648\u06cc\u062f\u0627\u062f \u062f\u0631 \u0635\u0646\u062f\u0648\u0642 \u0639\u0642\u0628 \u0628\u0627\u0642\u06cc \u0645\u0627\u0646\u062f\u0647 \u0648 \u0628\u0639\u062f\u0627\u064b \u0645\u06cc \u062a\u0648\u0627\u0646 \u0622\u0646 \u0631\u0627 \u0645\u062c\u062f\u062f\u0627\u064b \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f.<\/li>\n<li>\n<strong>\u062f\u0631 \u0635\u0648\u0631\u062a \u0639\u062f\u0645 \u0645\u0648\u0641\u0642\u06cc\u062a \u0645\u0639\u0627\u0645\u0644\u0627\u062a DB:<\/strong> \u0647\u06cc\u0686 \u0686\u06cc\u0632 \u0645\u062a\u0639\u0647\u062f \u0646\u06cc\u0633\u062a \u060c \u0648 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062f\u0627\u0631\u062f.<\/li>\n<li>\n<strong>\u0645\u062c\u062f\u062f\u0627\u064b \u0648 \u0635\u0641 \u0647\u0627\u06cc \u0628\u0631\u06af \u0628\u0631\u06af (DLQ):<\/strong> \u067e\u06cc\u0627\u0645 \u0647\u0627\u06cc SNS \u0646\u0627\u0645\u0648\u0641\u0642 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 DLQ \u0645\u0646\u062a\u0642\u0644 \u06a9\u0631\u062f.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"5_%D9%85%D9%88%D8%A7%D8%B1%D8%AF_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%AF%D8%B1_%D8%AF%D9%86%DB%8C%D8%A7%DB%8C_%D9%88%D8%A7%D9%82%D8%B9%DB%8C\"><\/span>\n<p>  5. \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\n<strong>\u067e\u0631\u062f\u0627\u0632\u0634 \u0633\u0641\u0627\u0631\u0634 \u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9\u06cc:<\/strong> \u062a\u0636\u0645\u06cc\u0646 \u0633\u0641\u0627\u0631\u0634\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0647 \u062e\u062f\u0645\u0627\u062a \u0645\u0648\u062c\u0648\u062f\u06cc \u060c \u0635\u0648\u0631\u062a\u062d\u0633\u0627\u0628 \u0648 \u062d\u0645\u0644 \u0648 \u0646\u0642\u0644 \u062a\u0628\u0644\u06cc\u063a \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\n<strong>\u067e\u0631\u062f\u0627\u0632\u0634 \u067e\u0631\u062f\u0627\u062e\u062a:<\/strong> \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0628\u0627\u0639\u062b \u0627\u06cc\u062c\u0627\u062f \u0627\u0639\u0644\u0627\u0646 \u0647\u0627 \u0648 \u06af\u0632\u0627\u0631\u0634 \u0647\u0627\u06cc \u0635\u062d\u06cc\u062d \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\n<strong>\u062b\u0628\u062a \u0646\u0627\u0645 \u06a9\u0627\u0631\u0628\u0631:<\/strong> \u062a\u0636\u0645\u06cc\u0646 \u0627\u06cc\u0645\u06cc\u0644 \u06cc\u0627 \u0627\u0639\u0644\u0627\u0646 \u0647\u0627 \u067e\u0633 \u0627\u0632 \u062b\u0628\u062a \u0646\u0627\u0645 \u062c\u062f\u06cc\u062f \u06a9\u0627\u0631\u0628\u0631 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\n<strong>\u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 IoT:<\/strong> \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0644\u0647 \u0645\u062a\u0631\u06cc \u0627\u0632 \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0645\u0646\u062a\u0634\u0631 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"6_%D8%AA%D9%81%D8%A7%D9%88%D8%AA_%D8%A7%D8%B2_%D8%A7%D9%84%DA%AF%D9%88%DB%8C_%D8%AD%D9%85%D8%A7%D8%B3%D9%87\"><\/span>\n<p>  6. \u062a\u0641\u0627\u0648\u062a \u0627\u0632 \u0627\u0644\u06af\u0648\u06cc \u062d\u0645\u0627\u0633\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"table-wrapper-paragraph\">\n<table>\n<thead>\n<tr>\n<th>\u0646\u0634\u0627\u0646<\/th>\n<th>\u0635\u0646\u062f\u0648\u0642 \u0639\u0642\u0628 \u0645\u0639\u0627\u0645\u0644\u0647<\/th>\n<th>\u0627\u0644\u06af\u0648\u06cc \u062d\u0645\u0627\u0633\u0647<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0631\u0648\u06cc\u06a9\u0631\u062f<\/td>\n<td>\u062a\u0636\u0645\u06cc\u0646 \u0627\u0646\u062a\u0634\u0627\u0631 \u0631\u0648\u06cc\u062f\u0627\u062f \u0627\u062a\u0645\u06cc \u0627\u0633\u062a<\/td>\n<td>\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0631\u0627 \u0628\u0647 \u0645\u0631\u0627\u062d\u0644 \u06a9\u0648\u0686\u06a9\u062a\u0631 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u062f<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/td>\n<td>\u067e\u06cc\u0627\u0645 \u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0631\u0627 \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f<\/td>\n<td>\u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u06a9\u0633\u0628 \u0648 \u06a9\u0627\u0631 \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u0627\u06cc \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u0645\u06cc \u06a9\u0646\u062f<\/td>\n<\/tr>\n<tr>\n<td>\u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc<\/td>\n<td>\u0633\u0627\u062f\u0647 \u062a\u0631<\/td>\n<td>\u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631<\/td>\n<\/tr>\n<tr>\n<td>\u0646\u0645\u0648\u0646\u0647<\/td>\n<td>\u0627\u0646\u062a\u0634\u0627\u0631 \u0631\u0648\u06cc\u062f\u0627\u062f \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0647 SNS<\/td>\n<td>\u0631\u0632\u0631\u0648 \u0647\u062a\u0644 \u0648 \u067e\u0631\u0648\u0627\u0632 \u0628\u0627 \u0645\u0631\u0627\u062d\u0644 \u0628\u0631\u06af\u0634\u062a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\"><\/span>\n<p>  \u067e\u0627\u06cc\u0627\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 <strong>\u0627\u0644\u06af\u0648\u06cc \u0635\u0646\u062f\u0648\u0642 \u0639\u0642\u0628 \u0645\u0639\u0627\u0645\u0644\u0647<\/strong> \u062a\u0636\u0645\u06cc\u0646 \u06a9\u0631\u062f\u0646 <strong>\u0642\u0648\u0627\u0645 \u0631\u0648\u06cc\u062f\u0627\u062f<\/strong> \u0628\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0648 \u0627\u0646\u062a\u0634\u0627\u0631 \u0631\u0648\u06cc\u062f\u0627\u062f Atomic. \u0627\u062c\u0631\u0627\u06cc \u0622\u0646 \u0628\u0627 <strong>\u0622\u0645\u0627\u0632\u0648\u0646 RDS \u060c SNS \u0648 Lambda\/ECS<\/strong> \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f <strong>\u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u060c \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631 \u0648 \u062c\u062f\u0627 \u0634\u062f\u0647<\/strong> \u0631\u0627\u0647 \u062d\u0644.<\/p>\n<p>\ud83d\ude80 \u0622\u06cc\u0627 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u06cc \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f\u061f \u062a\u062c\u0631\u0628\u0647 \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631\u0627\u062a \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f!<\/p>\n<p>\ud83d\udd14 <strong>\u0628\u0631\u0627\u06cc \u0628\u06cc\u0646\u0634 \u0628\u06cc\u0634\u062a\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc AWS \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f!<\/strong><\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0642\u062f\u0645\u0647 \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u060c \u062a\u0636\u0645\u06cc\u0646 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u062e\u062f\u0645\u0627\u062a \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u06a9\u06cc \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0648 \u0635\u0641 \u067e\u06cc\u0627\u0645 \u0627\u062a\u0645\u06cc \u0646\u06cc\u0633\u062a\u0646\u062f \u060c \u0634\u06a9\u0633\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627\u0639\u062b \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0634\u0648\u062f. \u062f\u0631 \u0627\u0644\u06af\u0648\u06cc \u0635\u0646\u062f\u0648\u0642 \u0639\u0642\u0628 \u0645\u0639\u0627\u0645\u0644\u0647 \u062a\u0636\u0645\u06cc\u0646 \u06a9\u0631\u062f\u0646 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0646\u0648\u06cc\u0633\u062f \u0648 \u0627\u0646\u062a\u0634\u0627\u0631 \u067e\u06cc\u0627\u0645 \u0628\u0647 \u0635\u0648\u0631\u062a \u0627\u062a\u0645\u06cc \u0631\u062e \u0645\u06cc \u062f\u0647\u062f\u060c \u0627\u062c\u062a\u0646\u0627\u0628 \u0627\u0632 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":97524,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-97523","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\/97523","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=97523"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/97523\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/97524"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=97523"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=97523"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=97523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}