{"id":9153,"date":"2023-12-26T05:16:11","date_gmt":"2023-12-26T01:46:11","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87\/"},"modified":"2023-12-26T05:16:11","modified_gmt":"2023-12-26T01:46:11","slug":"%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87\/","title":{"rendered":"\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u2013 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0686\u0647 \u0686\u06cc\u0632\u06cc \u0628\u0647\u062a\u0631 \u0627\u0633\u062a\u061f"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><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:\/\/rasanegaar.com\/blog\/%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87\/#%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa_%d9%86%d9%88%db%8c%d8%b3%db%8c_%d9%88_%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86\" >\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0646\u0648\u06cc\u0633\u06cc \u0648 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87\/#%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa_%d9%81%d8%a7%db%8c%d9%84\" >\u0645\u062f\u06cc\u0631\u06cc\u062a \u0641\u0627\u06cc\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87\/#%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7\" >\u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87\/#%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_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_%d9%85%d8%aa%d9%86%db%8c_%db%8c%d8%a7_%d8%b5%d9%81%d8%ad%d8%a7%d8%aa_%d9%88%d8%a8\" >\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u06cc\u0627 \u0635\u0641\u062d\u0627\u062a \u0648\u0628<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87\/#%d8%a7%d8%b1%d8%b3%d8%a7%d9%84_%d8%a7%db%8c%d9%85%db%8c%d9%84\" >\u0627\u0631\u0633\u0627\u0644 \u0627\u06cc\u0645\u06cc\u0644<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87\/#%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87_%d9%87%d8%a7%db%8c_%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c_%d9%88%d8%a8_%d9%88_api_%d9%87%d8%a7\" >\u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648\u0628 \u0648 API \u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87\/#%d8%aa%d8%ac%d8%b2%db%8c%d9%87_%d9%88_%d8%aa%d8%ad%d9%84%db%8c%d9%84_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7_%d8%b9%d9%84%d9%85_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d9%88%d8%b4_%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\" >\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \/ \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \/ \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87\/#%d8%aa%d8%b3%d8%aa_%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87\" >\u062a\u0633\u062a \u0628\u0631\u0646\u0627\u0645\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d9%88%d8%a7%d8%b1%d8%af-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%b1%d8%a7%db%8c-%da%86%d9%87\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><\/ul><\/nav><\/div>\n<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 6<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<section class=\"post-content \" data-test-label=\"post-content\">\n<p>\u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u063a\u0644\u0628 \u0628\u0647 \u067e\u0634\u062a\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc \u062e\u0648\u062f \u0628\u0633\u06cc\u0627\u0631 \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u062f \u0647\u0633\u062a\u0646\u062f \u0648 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0686\u06cc\u0632\u06cc \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. <\/p>\n<p>\u0628\u0633\u06cc\u0627\u0631 \u0645\u062a\u062f\u0627\u0648\u0644 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u0628\u06cc\u0646\u06cc\u0645 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062f\u0631 \u0631\u0633\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0645\u06cc\u200c\u06af\u0630\u0627\u0631\u0646\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0647\u0631 \u0686\u06cc\u0632\u06cc \u0631\u0627 \u0628\u0627 \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0633\u0627\u0632\u06cc\u062f \u06cc\u0627 \u0686\u06af\u0648\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0639\u0627\u0644\u06cc \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0637\u0631\u0641\u062f\u0627\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0645\u0646 \u062f\u0631 \u0648\u0627\u0642\u0639 \u0647\u0645\u06cc\u0634\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0645\u06cc \u06a9\u0646\u0645 \u0632\u06cc\u0631\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u0647\u0645\u0647 \u0686\u06cc\u0632 \u0639\u0627\u0644\u06cc \u0646\u06cc\u0633\u062a.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u0645\u0631\u0648\u0632\u060c \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0645 \u0646\u0638\u0631\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0635\u0644\u06cc \u06a9\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u0622\u0646\u0647\u0627 \u0645\u06cc\u200c\u062f\u0631\u062e\u0634\u062f\u060c \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u0645.<\/p>\n<h2 id=\"scripting-and-automation\"><span class=\"ez-toc-section\" id=\"%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa_%d9%86%d9%88%db%8c%d8%b3%db%8c_%d9%88_%d8%a7%d8%aa%d9%88%d9%85%d8%a7%d8%b3%db%8c%d9%88%d9%86\"><\/span>\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0646\u0648\u06cc\u0633\u06cc \u0648 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0647 \u0644\u0637\u0641 \u0638\u0647\u0648\u0631 \u0628\u062f\u0648\u0646 \u06a9\u062f \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0628\u0631\u0646\u0627\u0645\u0647 Shortcuts \u0627\u067e\u0644\u060c \u0646\u0648\u0634\u062a\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0648 \u062e\u0648\u062f\u06a9\u0627\u0631 \u06a9\u0631\u062f\u0646 \u0648\u0638\u0627\u06cc\u0641 \u0647\u0631\u06af\u0632 \u0622\u0633\u0627\u0646 \u062a\u0631 \u0646\u0628\u0648\u062f\u0647 \u0627\u0633\u062a.  \u0627\u0645\u0627 \u062d\u062a\u06cc \u067e\u0633 \u0627\u0632 \u0627\u062f\u063a\u0627\u0645 \u0622\u0646\u200c\u0647\u0627 \u062f\u0631 \u0631\u0648\u0627\u0644 \u0631\u0648\u0632\u0627\u0646\u0647\u200c\u0627\u0645\u060c \u0645\u0648\u0627\u0642\u0639 \u0632\u06cc\u0627\u062f\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0647\u0646\u0648\u0632 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u06a9\u0627\u0631\u0647\u0627 \u0628\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062a\u06a9\u06cc\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0645.<\/p>\n<p>\u0645\u0646 \u062a\u0627 \u062d\u062f\u0648\u062f\u06cc \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645 \u0632\u06cc\u0631\u0627 \u0627\u0632 \u0642\u0628\u0644 \u0628\u0627 \u0627\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0622\u0634\u0646\u0627 \u0647\u0633\u062a\u0645.  \u0628\u0647 \u0639\u0644\u0627\u0648\u0647 \u0633\u0627\u062f\u06af\u06cc \u0648 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 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\u0645\u0646\u0627\u0633\u0628 \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc \u06a9\u0646\u062f. <\/p>\n<p>\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0641\u0627\u0646\u062a\u0632\u06cc \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f\u060c \u0627\u0645\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0645\u0646 \u0642\u0628\u0644\u0627\u064b \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u062f\u0631 \u0645\u062d\u0644 \u062f\u0627\u0631\u0645.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0645\u0646 \u0628\u0631\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u06cc\u0627\u062f\u062f\u0627\u0634\u062a \u0647\u0627 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f:<\/p>\n<pre><code class=\"language-Python\">import shutil\nimport os\nimport frontmatter\n\n# List of frontmatter properties with folder destinations\nfrontmatter_to_dir = {\n    'project': '1. Projects',\n    'area': '2. Areas',\n    'resource': '3. Resources',\n}\n\ndef try_move_file(file, destination):\n    print('- Moving file', file, \"to\", destination)\n    try:\n        shutil.move(file, destination)\n    except Exception as err:\n        print('-  - Project not found', err)\n\n\n# Read all the files inside the \"!inbox\" directory\nnotes = os.listdir('!inbox')\nfor note in notes:\n    note_path =  f\"!inbox\/{note}\"\n    # Read the file's frontmatter\n    note_metadata = frontmatter.load(note_path)\n    \n    # Check if the file has a property to categorize this note,\n    # for example: project, area, or resource\n    for group, group_destination in frontmatter_to_dir.items():\n        if group in note_metadata:\n            # Try moving the file, it can be the case the project is\n            # for example mispelled, in that case it won't do anything with the note\n            try_move_file(note_path, f\"{group_destination}\/{note_metadata[group]}\/{note}\")<\/code><\/pre>\n<h3 id=\"data-processing\"><span class=\"ez-toc-section\" id=\"%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7\"><\/span>\u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u0645\u0648\u0631\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0645\u0648\u0642\u0639\u06cc\u062a \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f\u06cc \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f.  \u0686\u0647 \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u0645\u062a\u0646\u060c \u062a\u0635\u0627\u0648\u06cc\u0631\u060c \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u06cc\u062f \u06cc\u0627 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0647\u0645\u0647 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. <\/p>\n<p>\u0645\u0646 \u0645\u0639\u0645\u0648\u0644\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u0645.  \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0645\u0646 \u0634\u0631\u06a9\u062a\u06cc \u0631\u0627 \u0628\u0627 \u0686\u0646\u062f\u06cc\u0646 \u0645\u062d\u0635\u0648\u0644 SaaS \u0627\u062f\u0627\u0631\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0645 \u0648 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u0638\u0647\u0627\u0631\u0627\u062a \u0648 \u06a9\u0645\u06a9 \u0628\u0647 \u0645\u0646 \u062f\u0631 \u062d\u0633\u0627\u0628\u062f\u0627\u0631\u06cc \u062f\u0627\u0631\u0645.<\/p>\n<h3 id=\"extracting-data-from-text-files-or-web-pages\"><span class=\"ez-toc-section\" id=\"%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_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_%d9%85%d8%aa%d9%86%db%8c_%db%8c%d8%a7_%d8%b5%d9%81%d8%ad%d8%a7%d8%aa_%d9%88%d8%a8\"><\/span>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u06cc\u0627 \u0635\u0641\u062d\u0627\u062a \u0648\u0628<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u062d\u062a\u0648\u0627\u06cc \u0648\u0628 \u0648 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0631\u0627\u06cc \u0627\u0631\u0633\u0627\u0644 \u062e\u0644\u0627\u0635\u0647 \u06cc\u0627 \u0645\u0648\u0627\u0631\u062f \u062f\u06cc\u06af\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.  \u0645\u0646 \u062a\u0627 \u0647\u0645\u06cc\u0646 \u0627\u0648\u0627\u062e\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u062f\u0627\u0646\u0644\u0648\u062f \u0641\u06cc\u062f\u0647\u0627\u06cc RSS \u0627\u0632 \u0648\u0628\u0644\u0627\u06af \u0647\u0627 \u0648 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0639\u0644\u0627\u0642\u0647 \u062e\u0648\u062f \u0648 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062e\u0644\u0627\u0635\u0647 \u06cc\u06a9 \u0627\u06cc\u0645\u06cc\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0631\u062f\u0645 \u06a9\u0647 \u0633\u067e\u0633 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u062c\u0627\u0644\u0628 \u062a\u0631\u06cc\u0646 \u0645\u0642\u0627\u0644\u0627\u062a \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0631\u062f\u0645.  \u0645\u0646 \u0627\u06a9\u0646\u0648\u0646 \u0627\u0632 Readwise Reader \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0646\u0638\u0648\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0635\u0641\u062d\u0627\u062a \u0648\u0628 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u06cc\u06a9 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u06a9\u0648\u0686\u06a9 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0645 \u06a9\u0647 \u0627\u0632 \u06cc\u06a9 \u0633\u0627\u06cc\u062a \u0628\u0627\u0632\u062f\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f\u060c HTML \u0622\u0646 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0627\u0632 \u0639\u0646\u0627\u0635\u0631 \u062f\u0631 DOM \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f.  \u0628\u0647 \u0648\u06cc\u0698\u0647\u060c \u0627\u0632 \u06cc\u06a9 \u0631\u0648\u0632\u0646\u0627\u0645\u0647 \u0628\u0627\u0632\u062f\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0646\u0631\u062e \u0627\u0631\u0632 \u0628\u0631\u0627\u06cc \u062c\u0641\u062a ARS\/USD \u0631\u0648\u0632 \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0631\u0648\u06cc \u0635\u0641\u062d\u0647 \u0686\u0627\u067e \u0645\u06cc \u06a9\u0646\u062f.  \u0641\u06cc\u0644\u0645\u0646\u0627\u0645\u0647 \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0633\u0627\u0646\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0631\u0698\u0627\u0646\u062a\u06cc\u0646 \u0632\u0646\u062f\u06af\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<pre><code class=\"language-Python\">import requests\nfrom bs4 import BeautifulSoup\n\n# Load the newspapaer website to scrap information about the current exchange rate for USD\/ARS\nURL = 'https:\/\/www.lanacion.com.ar\/'\npage = requests.get(URL)\n\n# Parse the HTML data\nsoup = BeautifulSoup(page.content, \"html.parser\")\n# Use select to find an element in the DOM\n# In our case, we need a span inside a link with a specific title\nspan = soup.select('a[title=\"D\u00f3lar blue\"] span')[0]\nprice = span.get_text()\n# In a real scenario, instead of simply printing the price,\n# I'd for example, email me the results or do some other processing\nprint(price) # e.g. $930,00<\/code><\/pre>\n<h3 id=\"sending-emails\"><span class=\"ez-toc-section\" id=\"%d8%a7%d8%b1%d8%b3%d8%a7%d9%84_%d8%a7%db%8c%d9%85%db%8c%d9%84\"><\/span>\u0627\u0631\u0633\u0627\u0644 \u0627\u06cc\u0645\u06cc\u0644<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062e\u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u0646 \u0627\u06cc\u0646\u06af\u0648\u0646\u0647 \u0634\u0631\u0648\u0639 \u0634\u062f: \u0627\u0631\u0633\u0627\u0644 \u0627\u06cc\u0645\u06cc\u0644 \u0628\u0631\u0627\u06cc \u0645\u0634\u062a\u0631\u06a9\u06cc\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u067e\u0627\u06cc\u062a\u0648\u0646.  \u0627\u06a9\u0646\u0648\u0646\u060c \u0627\u06cc\u0646 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0627\u0646\u062c\u0627\u0645 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0632\u06cc\u0631\u0627 \u0645\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062c\u0630\u0627\u0628\u200c\u062a\u0631\u06cc \u0631\u0627 \u0645\u06cc\u200c\u062e\u0648\u0627\u0633\u062a\u0645\u060c \u0648 \u0628\u0647 ConvertKit \u0631\u0641\u062a\u0645 \u2013 \u0627\u0645\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a Python \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u06cc\u06a9 \u0631\u0627\u0647\u200c\u062d\u0644 \u0631\u0627\u06cc\u06af\u0627\u0646 \u0648 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u06a9\u0648\u0686\u06a9\u062a\u0631 \u0628\u0627\u0634\u062f\u060c \u062e\u0648\u0628 \u0628\u0648\u062f.<\/p>\n<p>\u0627\u0631\u0633\u0627\u0644 \u0627\u06cc\u0645\u06cc\u0644 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0633\u0631\u0648\u0631 SMTP \u06cc\u0627 \u0633\u0631\u0648\u06cc\u0633 \u0645\u0634\u0627\u0628\u0647 \u062f\u0627\u0631\u062f\u060c \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0646 \u0627\u0632 \u06cc\u06a9 API \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0628\u0631\u0627\u06cc \u0627\u0631\u0633\u0627\u0644 \u0622\u0646\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0631\u062f\u0645\u060c Amazon SES\u060c \u0632\u06cc\u0631\u0627 \u0648\u0642\u062a\u06cc \u0635\u062d\u0628\u062a \u0627\u0632 \u0627\u0631\u0633\u0627\u0644 \u0627\u06cc\u0645\u06cc\u0644 \u0628\u0647 \u0635\u0648\u0631\u062a \u0627\u0646\u0628\u0648\u0647 \u0628\u0647 \u0645\u06cc\u0627\u0646 \u0645\u06cc\u200c\u0622\u06cc\u062f\u060c \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062e\u0627\u0635\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f \u062a\u0627 \u0622\u0633\u06cc\u0628\u06cc \u0628\u0647 \u0622\u0646 \u0648\u0627\u0631\u062f \u0646\u0634\u0648\u062f. \u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0627\u0645\u0646\u0647 \u0634\u0645\u0627\u060c \u06cc\u0627 \u0627\u06cc\u0645\u06cc\u0644 \u0647\u0627\u06cc \u0634\u0645\u0627 \u062f\u0631 \u067e\u0648\u0634\u0647 \u0627\u0633\u067e\u0645 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0646\u062d\u0648\u0647 \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u0646 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"language-Python\">import boto3\nimport json\n\n# All email addresses where store in s3\ns3_bucket=\"\"\n# Provide the path to your file in the S3 bucket\ns3_key = 'mail_list\/addresses.txt'\n\ns3_client = boto3.client('s3')\n# Retrieve the email ids from the file\ns3_object = s3_client.get_object(Bucket=s3_bucket, Key=s3_key)\nemail_ids = s3_object['Body'].read().decode('utf-8').split('\\n')\n\n# Send email for each email ID\nses_client = boto3.client('ses')\nfor email_id in email_ids:\n\temail_id = email_id.strip() # Remove leading\/trailing whitespace\n\t\n\t# Perform email sending operations using SES client\n\tresponse = ses_client.send_email(\n\t\tSource=\"&lt;FromAddress&gt;\",\n\t\tDestination={'ToAddresses': [email_id]},\n\t\tMessage={\n\t\t\t'Subject': {'Data': 'Your Subject'},\n\t\t\t'Body': {'Text': {'Data': 'Your Email Body'}}\n\t\t}\n\t)\n\nprint(f\"Email sent to {email_id}. Message ID: {response['MessageId']}\")<\/code><\/pre>\n<h2 id=\"web-applications-and-apis\"><span class=\"ez-toc-section\" id=\"%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87_%d9%87%d8%a7%db%8c_%da%a9%d8%a7%d8%b1%d8%a8%d8%b1%d8%af%db%8c_%d9%88%d8%a8_%d9%88_api_%d9%87%d8%a7\"><\/span>\u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648\u0628 \u0648 API \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631\u0633\u062a \u0627\u0633\u062a &#8211; \u0634\u0645\u0627 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0648\u0633\u0639\u0647 \u0648\u0628 \u0631\u0627 \u0641\u0642\u0637 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f.  \u0634\u0645\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u0647 HTML\u060c CSS \u0648 \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f.  \u0627\u0645\u0627 \u0648\u0642\u062a\u06cc \u0635\u062d\u0628\u062a \u0627\u0632 \u0633\u0627\u062e\u062a \u0628\u06a9\u200c\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9 \u06af\u0632\u06cc\u0646\u0647 \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u0627\u0633\u062a. <\/p>\n<p>\u0628\u0647 \u0644\u0637\u0641 \u0641\u0631\u06cc\u0645\u0648\u0631\u06a9 \u0647\u0627\u06cc \u0645\u062d\u0628\u0648\u0628 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u0627\u0646\u0646\u062f \u062c\u0646\u06af\u0648\u060c \u0641\u0644\u0627\u0633\u06a9\u060c \u0648 FastAPI\u060c \u0634\u0631\u0648\u0639 \u0633\u0627\u062e\u062a\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648\u0628 \u0648 API \u0647\u0627\u06cc \u062e\u0648\u062f \u0628\u0633\u06cc\u0627\u0631 \u0622\u0633\u0627\u0646 \u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631 \u0627\u06a9\u062b\u0631 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0648 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u0633\u0627\u0632\u0645\u060c \u0627\u0632 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 NextJS \u0628\u0631\u0627\u06cc \u0641\u0631\u0627\u0646\u062a\u200c\u0627\u0646\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0645 \u06a9\u0647 \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u0628\u06a9\u200c\u0627\u0646\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 FastAPI \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0648 \u0627\u06cc\u0646 \u06cc\u06a9 \u062a\u0631\u06a9\u06cc\u0628 \u0642\u0627\u062a\u0644 \u0627\u0633\u062a. <\/p>\n<p>\u0627\u0645\u0627 \u0645\u0646 \u062f\u0631 \u0627\u0646\u062a\u062e\u0627\u0628 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0628\u06a9\u200c\u0627\u0646\u062f\u0647\u0627\u06cc \u0648\u0628 \u062a\u0646\u0647\u0627 \u0646\u06cc\u0633\u062a\u0645.  \u0634\u0631\u06a9\u062a \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a\u060c \u0627\u06cc\u0646\u0633\u062a\u0627\u06af\u0631\u0627\u0645\u060c \u067e\u06cc\u0646\u062a\u0631\u0633\u062a \u0648 \u0648\u0627\u0634\u0646\u06af\u062a\u0646 \u067e\u0633\u062a \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u062e\u062f\u0645\u0627\u062a \u0628\u0647 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0647\u0627 \u06a9\u0627\u0631\u0628\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<h2 id=\"data-analysis-data-science-ai\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%ac%d8%b2%db%8c%d9%87_%d9%88_%d8%aa%d8%ad%d9%84%db%8c%d9%84_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7_%d8%b9%d9%84%d9%85_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d9%88%d8%b4_%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\"><\/span>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \/ \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \/ \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u06cc\u0634\u0631\u0648 \u063a\u06cc\u0631\u0642\u0627\u0628\u0644 \u0627\u0646\u06a9\u0627\u0631 \u062f\u0631 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u062a\u0627 \u062d\u062f\u06cc \u0628\u0647 \u0644\u0637\u0641 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u06af\u0633\u062a\u0631\u062f\u0647 \u0622\u0646 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0645\u0646\u0628\u0639 \u0628\u0627\u0632\u060c \u0645\u0627\u0646\u0646\u062f Pandas\u060c Numpy\u060c Tensorflow \u0648 Python \u062f\u0631 \u0627\u06a9\u0633\u0644 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 \u06af\u0633\u062a\u0631\u062f\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0628\u0627 \u0647\u0631 \u0686\u0627\u0644\u0634\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647 \u0647\u0627 \u0645\u0642\u0627\u0628\u0644\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0622\u06cc\u0627 \u062a\u062d\u0644\u06cc\u0644 \u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u06cc \u0627\u0646\u062c\u0627\u0645 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\u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Playwright \u0648 Selenium \u0627\u0633\u062a \u06a9\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9 \u06af\u0632\u06cc\u0646\u0647 \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u062f\u0633\u062a\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648\u0628\u060c \u0645\u0647\u0646\u062f\u0633\u0627\u0646 QA \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0631\u0627 \u0645\u06cc \u0646\u0648\u06cc\u0633\u0646\u062f \u06a9\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0645\u0631\u0648\u0631\u06af\u0631 \u0628\u062f\u0648\u0646 \u0647\u062f\u060c \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u06cc\u06a9 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\u0627\u0628\u0632\u0627\u0631 \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0647\u0645\u0627\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0627\u0633\u062a \u06a9\u0647 \u0648\u0628 \u0633\u0627\u06cc\u062a python.org \u0631\u0627 \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u0645\u06cc \u06a9\u0646\u062f\u060c \u062c\u0633\u062a\u062c\u0648 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0628\u0627 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0635\u0641\u062d\u0647 \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647 \u0628\u0627 <code>No results found<\/code> \u067e\u06cc\u0627\u0645<\/p>\n<pre><code class=\"language-Python\">from selenium import webdriver\nfrom selenium.webdriver.common.keys import Keys\nfrom selenium.webdriver.common.by import By\n\n# Set the driver to use Firefox, can also be Chrome, IE, and Remote\ndriver = webdriver.Firefox()\n# Load the target website\ndriver.get(\"http:\/\/www.python.org\")\n# Validate that the page loaded by comparing the page title\nassert \"Python\" in driver.title\n# Find the search input element by name\nelem = driver.find_element(By.NAME, \"q\")\n# Empty it\nelem.clear()\n# Type `pycon`\nelem.send_keys(\"pycon\")\n# Press an enter to trigger the search form\nelem.send_keys(Keys.RETURN)\n# Validate that the text `No results found.` is not present in the page\nassert \"No results found.\" not in driver.page_source\n# Close the browser\ndriver.close()<\/code><\/pre>\n<h2 id=\"conclusion\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\"><\/span>\u0646\u062a\u06cc\u062c\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062a\u0637\u0628\u06cc\u0642 \u067e\u0630\u06cc\u0631\u06cc \u0648 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 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\u062f\u0631 \u0645\u0648\u0631\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u0646\u062d\u0648\u0647 \u0633\u0627\u062e\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0645\u0646.  \u0645\u0627 \u062d\u0627\u0645\u06cc\u0627\u0646 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062f\u0631 Auth0 by Okta \u0647\u0633\u062a\u06cc\u0645 \u0648 \u0645\u0631\u062a\u0628\u0627\u064b \u0645\u062d\u062a\u0648\u0627 \u0648 \u062c\u0631\u06cc\u0627\u0646\u200c\u0647\u0627\u06cc \u0632\u0646\u062f\u0647 \u062f\u0631\u0628\u0627\u0631\u0647 Python \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/p>\n<\/section>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><br \/>\n<br \/><br \/>\n<br \/>\u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062f\u0631 1402-12-26 05:16:03<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;9153&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u2013 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0686\u0647 \u0686\u06cc\u0632\u06cc \u0628\u0647\u062a\u0631 \u0627\u0633\u062a\u061f&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} ({count} \u0631\u0627\u06cc)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n        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[&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":9154,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743,1686],"tags":[1928,1958,1938,1811,1786,1814,1963,1744,1959,1961,1962,1755,1960,1745],"class_list":["post-9153","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","category-ai","tag-python-","tag-1958","tag-1938","tag-1811","tag-1786","tag-1814","tag-1963","tag-1744","tag-1959","tag-1961","tag-1962","tag-1755","tag-1960","tag-1745"],"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/9153","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/comments?post=9153"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/9153\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/9154"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=9153"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=9153"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=9153"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}