{"id":96049,"date":"2025-02-05T01:17:32","date_gmt":"2025-02-04T21:47:32","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/"},"modified":"2025-02-05T01:17:32","modified_gmt":"2025-02-04T21:47:32","slug":"study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/","title":{"rendered":"\u06cc\u0627\u062f\u062f\u0627\u0634\u062a \u0647\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647 2.2.3: \u062a\u0646\u0638\u06cc\u0645 \u062e\u0637 \u0644\u0648\u0644\u0647 ETL \u0628\u0627 Kestra \u0648 Postgres"},"content":{"rendered":"<div data-article-id=\"2259334\" id=\"article-body\">\n<p>\u0627\u06cc\u0646 \u06cc\u0627\u062f\u062f\u0627\u0634\u062a \u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u0631\u0627\u062d\u0644 \u0627\u0635\u0644\u06cc \u062a\u0646\u0638\u06cc\u0645 \u062e\u0637 \u0644\u0648\u0644\u0647 ETL (\u0639\u0635\u0627\u0631\u0647 \u060c \u062a\u0628\u062f\u06cc\u0644 \u060c \u0628\u0627\u0631) \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <strong>\u06a9\u0633\u062a\u0631\u0627<\/strong> \u0628\u0627 <strong>\u067e\u0633 \u0627\u0632<\/strong> \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0627\u06a9\u0633\u06cc \u0646\u06cc\u0648\u06cc\u0648\u0631\u06a9. \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0634\u0627\u0645\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0631\u0627\u06cc \u0647\u0631 \u062f\u0648 \u0627\u0633\u062a <strong>\u0632\u0631\u062f<\/strong> \u0648\u062a <strong>\u0633\u0628\u0632<\/strong> \u062a\u0627\u06a9\u0633\u06cc \u0627\u0632 <strong>2019 \u062a\u0627 \u0698\u0648\u0626\u06cc\u0647 2021<\/strong>\u0628\u0634\u0631 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0633\u0627\u0632\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0627\u0647\u0627\u0646\u0647 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<hr\/>\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=\"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\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#1_%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%D8%A7%D8%AC%D9%85%D8%A7%D9%84%DB%8C_%DA%AF%D8%B1%D8%AF%D8%B4_%DA%A9%D8%A7%D8%B1_Kestra_Etl\" >1. \u0628\u0631\u0631\u0633\u06cc \u0627\u062c\u0645\u0627\u0644\u06cc \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 Kestra Etl<\/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\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#2_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%D9%BE%D8%A7%D8%B1%D8%A7%D9%85%D8%AA%D8%B1%D9%87%D8%A7%DB%8C_%D9%88%D8%B1%D9%88%D8%AF%DB%8C\" >2. \u062a\u0646\u0638\u06cc\u0645 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc<\/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\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#3_%D8%A7%D8%B3%D8%AA%D8%AE%D8%B1%D8%A7%D8%AC_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7_%D8%A7%D8%B2_GitHub\" >3. \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 GitHub<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#4_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%D9%BE%D8%A7%DB%8C%DA%AF%D8%A7%D9%87_%D8%AF%D8%A7%D8%AF%D9%87_Postgres\" >4. \u062a\u0646\u0638\u06cc\u0645 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 Postgres<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#41_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D9%86%D9%85%D9%88%D9%86%D9%87_Postgres\" >4.1 \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0648\u0646\u0647 Postgres<\/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\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#42_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D8%AC%D8%AF%D8%A7%D9%88%D9%84_%D9%BE%D8%A7%DB%8C%DA%AF%D8%A7%D9%87_%D8%AF%D8%A7%D8%AF%D9%87\" >4.2 \u0627\u06cc\u062c\u0627\u062f \u062c\u062f\u0627\u0648\u0644 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\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\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#5_%D8%AA%D8%A8%D8%AF%DB%8C%D9%84_%D9%88_%D8%A8%D8%A7%D8%B1%DA%AF%DB%8C%D8%B1%DB%8C_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7\" >5. \u062a\u0628\u062f\u06cc\u0644 \u0648 \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#6_%D8%A8%D9%87%DB%8C%D9%86%D9%87_%D8%B3%D8%A7%D8%B2%DB%8C_%D8%AE%D8%B7_%D9%84%D9%88%D9%84%D9%87\" >6. \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u062e\u0637 \u0644\u0648\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-9\" href=\"https:\/\/nabfollower.com\/blog\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#61_%D9%BE%D8%A7%DA%A9%D8%B3%D8%A7%D8%B2%DB%8C_%D9%BE%D8%B1%D9%88%D9%86%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AE%D8%B1%D9%88%D8%AC%DB%8C_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C\" >6.1 \u067e\u0627\u06a9\u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0646\u062f\u0647 \u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u0627\u062c\u0631\u0627\u06cc<\/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\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#62_%D8%AF%D8%B3%D8%AA_%D8%B2%D8%AF%D9%86_%D8%A8%D9%87_%D9%85%D8%AC%D9%85%D9%88%D8%B9%D9%87_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B2%D8%B1%DA%AF\" >6.2 \u062f\u0633\u062a \u0632\u062f\u0646 \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af<\/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\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#7_%D8%AA%D9%86%D8%B8%DB%8C%D9%85%D8%A7%D8%AA_%D9%86%D9%87%D8%A7%DB%8C%DB%8C_%D9%88_%D8%A2%D8%B2%D9%85%D8%A7%DB%8C%D8%B4\" >7. \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0646\u0647\u0627\u06cc\u06cc \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634<\/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\/study-notes-223-setting-up-an-etl-pipeline-with-kestra-and-postgres-3nhc\/#%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=\"1_%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%D8%A7%D8%AC%D9%85%D8%A7%D9%84%DB%8C_%DA%AF%D8%B1%D8%AF%D8%B4_%DA%A9%D8%A7%D8%B1_Kestra_Etl\"><\/span>\n<p>  <strong>1. \u0628\u0631\u0631\u0633\u06cc \u0627\u062c\u0645\u0627\u0644\u06cc \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 Kestra Etl<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062e\u0637 \u0644\u0648\u0644\u0647 \u0627\u0632 \u0631\u0648\u06cc\u06a9\u0631\u062f ETL \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u067e\u06cc\u0631\u0648\u06cc \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ul>\n<li>\n<strong>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0631\u062f\u0646<\/strong>: \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0645 \u0631\u0627 \u0627\u0632 GitHub \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\n<strong>\u062a\u063a\u06cc\u06cc\u0631 \u0634\u06a9\u0644<\/strong>: \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062a\u0645\u06cc\u0632 \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627.<\/li>\n<li>\n<strong>\u0628\u0627\u0631<\/strong>: \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0634\u062f\u0647 \u0631\u0627 \u062f\u0631 a \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f <strong>\u067e\u0633 \u0627\u0632<\/strong> \u0628\u0627\u0646\u06a9 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc<\/li>\n<\/ul>\n<p>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u0627 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u067e\u0648\u06cc\u0627 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u062a\u0627 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0645\u0627\u0647\u0647\u0627\u06cc \u062e\u0627\u0635 \u0648 \u0627\u0646\u0648\u0627\u0639 \u062a\u0627\u06a9\u0633\u06cc \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0631\u0622\u0645\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u0646\u062f.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"2_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%D9%BE%D8%A7%D8%B1%D8%A7%D9%85%D8%AA%D8%B1%D9%87%D8%A7%DB%8C_%D9%88%D8%B1%D9%88%D8%AF%DB%8C\"><\/span>\n<p>  <strong>2. \u062a\u0646\u0638\u06cc\u0645 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u060c \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f:<\/p>\n<ul>\n<li>\n<strong>\u0646\u0648\u0639 \u062a\u0627\u06a9\u0633\u06cc<\/strong>: \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u06cc\u0646 <strong>\u0632\u0631\u062f<\/strong> \u06cc\u0627 <strong>\u0633\u0628\u0632<\/strong> \u062a\u0627\u06a9\u0633\u06cc \u0647\u0627<\/li>\n<li>\n<strong>\u0633\u0627\u0644 \u0648 \u0645\u0627\u0647<\/strong>: \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u06cc\u06a9 \u0645\u0648\u0631\u062f \u062e\u0627\u0635 \u0631\u0627 \u0645\u0634\u062e\u0635 \u06a9\u0646\u0646\u062f <strong>\u0633\u0627\u0644<\/strong> \u0648\u062a <strong>\u0645\u0627\u0647<\/strong> \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0631 \u0627\u06cc\u0646 \u0627\u0633\u0627\u0633.<\/li>\n<\/ul>\n<p>\u0627\u06cc\u0646 \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0646\u0627\u0645 \u0647\u0627\u06cc \u067e\u0631\u0648\u0646\u062f\u0647 \u0648 \u0646\u0627\u0645 \u062c\u062f\u0648\u0644 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0634\u062f\u0647 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u062f.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"3_%D8%A7%D8%B3%D8%AA%D8%AE%D8%B1%D8%A7%D8%AC_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7_%D8%A7%D8%B2_GitHub\"><\/span>\n<p>  <strong>3. \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 GitHub<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0627\u0632 a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f <strong>\u0641\u0631\u0645\u0627\u0646<\/strong> \u0628\u0647 <strong>\u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u0648 \u0627\u0632 \u062d\u0627\u0644\u062a \u0641\u0634\u0631\u062f\u0647<\/strong> \u067e\u0631\u0648\u0646\u062f\u0647 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0632 GitHub.<\/li>\n<li>\n<p>\u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647:<\/p>\n<pre class=\"highlight plaintext\"><code>wget -O data.zip \"<github_url>\" &amp;&amp; unzip data.zip -d \/tmp\/\n\n<\/github_url><\/code><\/pre>\n<\/li>\n<li>\n<p>\u067e\u0631\u0648\u0646\u062f\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0634\u062f\u0647 \u062f\u0631 \u06cc\u06a9 \u0641\u0647\u0631\u0633\u062a \u0645\u0648\u0642\u062a \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0628\u06cc\u0634\u062a\u0631 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<\/li>\n<\/ul>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"4_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%D9%BE%D8%A7%DB%8C%DA%AF%D8%A7%D9%87_%D8%AF%D8%A7%D8%AF%D9%87_Postgres\"><\/span>\n<p>  <strong>4. \u062a\u0646\u0638\u06cc\u0645 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 Postgres<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"41_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D9%86%D9%85%D9%88%D9%86%D9%87_Postgres\"><\/span>\n<p>  <strong>4.1 \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0648\u0646\u0647 Postgres<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 Postgres \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <strong>\u0627\u0633\u06a9\u0644\u0647<\/strong>\u0628\u0634\u0631<\/li>\n<li>\u062c\u0632\u0626\u06cc\u0627\u062a \u0627\u062a\u0635\u0627\u0644 \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 KESTRA \u0628\u0627 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"42_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D8%AC%D8%AF%D8%A7%D9%88%D9%84_%D9%BE%D8%A7%DB%8C%DA%AF%D8%A7%D9%87_%D8%AF%D8%A7%D8%AF%D9%87\"><\/span>\n<p>  <strong>4.2 \u0627\u06cc\u062c\u0627\u062f \u062c\u062f\u0627\u0648\u0644 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u06af\u0627\u0646 SQL \u0628\u0647 <strong>\u062c\u062f\u0627\u0648\u0644 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<\/strong> \u0628\u0631\u0627\u06cc <strong>\u0632\u0631\u062f<\/strong> \u0648\u062a <strong>\u0633\u0628\u0632<\/strong> \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0627\u06a9\u0633\u06cc.<\/li>\n<li>\u0634\u0646\u0627\u0633\u0647 \u0647\u0627\u06cc \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u0646\u062f <strong>MD5<\/strong> \u0628\u0631\u0627\u06cc \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0633\u0648\u0627\u0628\u0642 \u062a\u06a9\u0631\u0627\u0631\u06cc.<\/li>\n<li>\n<p>\u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u067e\u0631\u0633 \u0648 \u062c\u0648 SQL:<\/p>\n<pre class=\"highlight sql\"><code><span class=\"k\">CREATE<\/span> <span class=\"k\">TABLE<\/span> <span class=\"n\">IF<\/span> <span class=\"k\">NOT<\/span> <span class=\"k\">EXISTS<\/span> <span class=\"n\">green_taxi<\/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\">pickup_datetime<\/span> <span class=\"nb\">TIMESTAMP<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">dropoff_datetime<\/span> <span class=\"nb\">TIMESTAMP<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">passenger_count<\/span> <span class=\"nb\">INT<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">trip_distance<\/span> <span class=\"nb\">FLOAT<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">fare_amount<\/span> <span class=\"nb\">FLOAT<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">hash_id<\/span> <span class=\"nb\">TEXT<\/span> <span class=\"k\">UNIQUE<\/span>\n<span class=\"p\">);<\/span>\n\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"5_%D8%AA%D8%A8%D8%AF%DB%8C%D9%84_%D9%88_%D8%A8%D8%A7%D8%B1%DA%AF%DB%8C%D8%B1%DB%8C_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7\"><\/span>\n<p>  <strong>5. \u062a\u0628\u062f\u06cc\u0644 \u0648 \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0645\u0637\u0627\u0628\u0642\u062a \u0628\u0627 \u0637\u0631\u062d \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/li>\n<li>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u06cc\u0646 <strong>\u0632\u0631\u062f<\/strong> \u0648\u062a <strong>\u0633\u0628\u0632<\/strong> \u062a\u0627\u06a9\u0633\u06cc \u0647\u0627 \u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u0622\u0646\u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062c\u062f\u0627\u06af\u0627\u0646\u0647.<\/li>\n<li>\u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631\u062c \u0634\u062f\u0647 \u0627\u0646\u062f <strong>\u0645\u06cc\u0632\u0647\u0627\u06cc Postgres<\/strong>\u060c \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0646 \u0647\u06cc\u0686 \u0633\u0648\u0627\u0628\u0642 \u062a\u06a9\u0631\u0627\u0631\u06cc.<\/li>\n<li>\n<p>\u0645\u062b\u0627\u0644 \u06cc\u06a9 <strong>\u067e\u0631\u0633 \u0648 \u062c\u0648 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/strong>:<\/p>\n<pre class=\"highlight sql\"><code><span class=\"k\">INSERT<\/span> <span class=\"k\">INTO<\/span> <span class=\"n\">green_taxi<\/span> <span class=\"p\">(<\/span><span class=\"n\">pickup_datetime<\/span><span class=\"p\">,<\/span> <span class=\"n\">dropoff_datetime<\/span><span class=\"p\">,<\/span> <span class=\"n\">passenger_count<\/span><span class=\"p\">,<\/span> <span class=\"n\">trip_distance<\/span><span class=\"p\">,<\/span> <span class=\"n\">fare_amount<\/span><span class=\"p\">,<\/span> <span class=\"n\">hash_id<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">SELECT<\/span> <span class=\"n\">pickup_datetime<\/span><span class=\"p\">,<\/span> <span class=\"n\">dropoff_datetime<\/span><span class=\"p\">,<\/span> <span class=\"n\">passenger_count<\/span><span class=\"p\">,<\/span> <span class=\"n\">trip_distance<\/span><span class=\"p\">,<\/span> <span class=\"n\">fare_amount<\/span><span class=\"p\">,<\/span>\n       <span class=\"n\">MD5<\/span><span class=\"p\">(<\/span><span class=\"n\">CONCAT<\/span><span class=\"p\">(<\/span><span class=\"n\">pickup_datetime<\/span><span class=\"p\">,<\/span> <span class=\"n\">dropoff_datetime<\/span><span class=\"p\">,<\/span> <span class=\"n\">passenger_count<\/span><span class=\"p\">))<\/span> <span class=\"k\">AS<\/span> <span class=\"n\">hash_id<\/span>\n<span class=\"k\">FROM<\/span> <span class=\"n\">staging_green_taxi<\/span><span class=\"p\">;<\/span>\n\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"6_%D8%A8%D9%87%DB%8C%D9%86%D9%87_%D8%B3%D8%A7%D8%B2%DB%8C_%D8%AE%D8%B7_%D9%84%D9%88%D9%84%D9%87\"><\/span>\n<p>  <strong>6. \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"61_%D9%BE%D8%A7%DA%A9%D8%B3%D8%A7%D8%B2%DB%8C_%D9%BE%D8%B1%D9%88%D9%86%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AE%D8%B1%D9%88%D8%AC%DB%8C_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C\"><\/span>\n<p>  <strong>6.1 \u067e\u0627\u06a9\u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0646\u062f\u0647 \u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u0627\u062c\u0631\u0627\u06cc<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0627\u0631\u0622\u0645\u062f \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u060c \u0627\u0644\u0641 <strong>\u06a9\u0627\u0631 \u067e\u0627\u06a9 \u06a9\u0631\u062f\u0646<\/strong> \u0628\u0631\u0627\u06cc \u062d\u0630\u0641 \u067e\u0631\u0648\u0646\u062f\u0647 \u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u063a\u06cc\u0631 \u0636\u0631\u0648\u0631\u06cc \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\u0627\u06cc\u0646 \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0641\u0642\u0637 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"62_%D8%AF%D8%B3%D8%AA_%D8%B2%D8%AF%D9%86_%D8%A8%D9%87_%D9%85%D8%AC%D9%85%D9%88%D8%B9%D9%87_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B2%D8%B1%DA%AF\"><\/span>\n<p>  <strong>6.2 \u062f\u0633\u062a \u0632\u062f\u0646 \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0627\u06a9\u0633\u06cc \u0632\u0631\u062f \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0628\u0632\u0631\u06af\u062a\u0631 \u0627\u0633\u062a \u060c <strong>\u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0627\u0628\u0631\u06cc<\/strong> \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0627\u0634\u062f.<\/li>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0627\u0628\u0631\u06cc (\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c AWS S3 \u060c GCP \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc) \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0632\u0631\u06af \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<\/ul>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"7_%D8%AA%D9%86%D8%B8%DB%8C%D9%85%D8%A7%D8%AA_%D9%86%D9%87%D8%A7%DB%8C%DB%8C_%D9%88_%D8%A2%D8%B2%D9%85%D8%A7%DB%8C%D8%B4\"><\/span>\n<p>  <strong>7. \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0646\u0647\u0627\u06cc\u06cc \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0622\u0632\u0645\u0627\u06cc\u0634 \u0645\u06cc \u0634\u0648\u062f <strong>\u0645\u0627\u0647<\/strong> \u0648\u062a <strong>\u0627\u0646\u0648\u0627\u0639 \u062a\u0627\u06a9\u0633\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0635\u062d\u062a<\/li>\n<li>\u0627\u06cc\u0646 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0623\u06cc\u06cc\u062f \u062f\u0631\u062c \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\u062a\u0646\u0638\u06cc\u0645\u0627\u062a\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647 \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\"><\/span>\n<p>  <strong>\u067e\u0627\u06cc\u0627\u0646<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 \u06cc\u0627\u062f\u062f\u0627\u0634\u062a \u0645\u0637\u0627\u0644\u0639\u0647 \u0641\u0631\u0627\u06cc\u0646\u062f \u062a\u0646\u0638\u06cc\u0645 \u062e\u0637 \u0644\u0648\u0644\u0647 ETL \u0642\u0648\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u062a\u0634\u0631\u06cc\u062d \u0645\u06cc \u06a9\u0646\u062f <strong>\u06a9\u0633\u062a\u0631\u0627<\/strong> \u0648\u062a <strong>\u067e\u0633 \u0627\u0632<\/strong> \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 <strong>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0627\u06a9\u0633\u06cc \u0646\u06cc\u0648\u06cc\u0648\u0631\u06a9<\/strong>\u0628\u0634\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u067e\u0648\u06cc\u0627 \u060c \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u067e\u0648\u0633\u062a\u0647 \u060c \u062a\u062d\u0648\u0644\u0627\u062a SQL \u0648 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0647\u0627 \u060c \u062e\u0637 \u0644\u0648\u0644\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631 \u0647\u0631 \u062f\u0648 \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u0645\u06cc \u06a9\u0646\u062f <strong>\u0632\u0631\u062f<\/strong> \u0648\u062a <strong>\u0633\u0628\u0632<\/strong> \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0627\u06a9\u0633\u06cc \u0636\u0645\u0646 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc \u0648 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u06cc\u0646 \u06cc\u0627\u062f\u062f\u0627\u0634\u062a \u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u0631\u0627\u062d\u0644 \u0627\u0635\u0644\u06cc \u062a\u0646\u0638\u06cc\u0645 \u062e\u0637 \u0644\u0648\u0644\u0647 ETL (\u0639\u0635\u0627\u0631\u0647 \u060c \u062a\u0628\u062f\u06cc\u0644 \u060c \u0628\u0627\u0631) \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0633\u062a\u0631\u0627 \u0628\u0627 \u067e\u0633 \u0627\u0632 \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0627\u06a9\u0633\u06cc \u0646\u06cc\u0648\u06cc\u0648\u0631\u06a9. \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0634\u0627\u0645\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0631\u0627\u06cc \u0647\u0631 \u062f\u0648 \u0627\u0633\u062a \u0632\u0631\u062f \u0648\u062a \u0633\u0628\u0632 \u062a\u0627\u06a9\u0633\u06cc \u0627\u0632 2019 \u062a\u0627 \u0698\u0648\u0626\u06cc\u0647 2021\u0628\u0634\u0631 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0633\u0627\u0632\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0627\u0647\u0627\u0646\u0647 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":96050,"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-96049","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\/96049","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=96049"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/96049\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/96050"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=96049"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=96049"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=96049"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}