{"id":65094,"date":"2024-06-04T11:37:57","date_gmt":"2024-06-04T08:07:57","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d9%85%d8%a7%d8%b3%da%a9-%da%a9%d8%b1%d8%af%d9%86-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%ad%d8%b3%d8%a7%d8%b3-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%d9%85%d8%a7\/"},"modified":"2024-06-04T11:37:57","modified_gmt":"2024-06-04T08:07:57","slug":"%d9%85%d8%a7%d8%b3%da%a9-%da%a9%d8%b1%d8%af%d9%86-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%ad%d8%b3%d8%a7%d8%b3-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%d9%85%d8%a7","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d9%85%d8%a7%d8%b3%da%a9-%da%a9%d8%b1%d8%af%d9%86-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%ad%d8%b3%d8%a7%d8%b3-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%d9%85%d8%a7\/","title":{"rendered":"\u0645\u0627\u0633\u06a9 \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647 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\u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0645\u062d\u0627\u0641\u0638\u062a \u0627\u0632 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0648 \u06a9\u0627\u0647\u0634 \u062e\u0637\u0631 \u0646\u0642\u0636 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u06cc\u0627 \u0633\u0627\u06cc\u0631 \u062d\u0648\u0627\u062f\u062b \u0627\u0645\u0646\u06cc\u062a\u06cc \u06a9\u0645\u06a9 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0628\u0631\u0627\u06cc \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0645\u062e\u062a\u0644\u0641 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f\u060c \u0648 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0641\u0642\u0637 \u0628\u0631 \u0631\u0648\u06cc \u067e\u0646\u0647\u0627\u0646 \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0627\u0698\u0648\u0644 \u062f\u0627\u062e\u0644\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 &#8211; \u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06a9\u062f \u0645\u0646\u0628\u0639 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u062f\u0631 GitHub \u0622\u0645\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u06cc\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645. <\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 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\" 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href=\"https:\/\/nabfollower.com\/blog\/%d9%85%d8%a7%d8%b3%da%a9-%da%a9%d8%b1%d8%af%d9%86-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%ad%d8%b3%d8%a7%d8%b3-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%d9%85%d8%a7\/#%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AD%D8%B3%D8%A7%D8%B3_%D8%B1%D8%A7_%D8%AF%D8%B1_%D9%85%D9%82%D8%A7%D8%AF%DB%8C%D8%B1_%D9%81%D8%B1%D9%87%D9%86%DA%AF_%D9%84%D8%BA%D8%AA_%D8%A8%D9%BE%D9%88%D8%B4%D8%A7%D9%86%DB%8C%D8%AF\" >\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0631\u0627 \u062f\u0631 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0628\u067e\u0648\u0634\u0627\u0646\u06cc\u062f<\/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\/%d9%85%d8%a7%d8%b3%da%a9-%da%a9%d8%b1%d8%af%d9%86-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%ad%d8%b3%d8%a7%d8%b3-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%d9%85%d8%a7\/#%DA%AF%D8%B2%DB%8C%D9%86%D9%87_1_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AD%D8%B3%D8%A7%D8%B3_%D8%B1%D8%A7_%D8%A8%D8%A7_%D8%A7%D9%84%DA%AF%D9%88%DB%8C_regex_%D9%85%D8%B7%D8%A7%D8%A8%D9%82_%D8%A8%D8%A7_recordmsg_%D9%85%D8%A7%D8%B3%DA%A9_%DA%A9%D9%86%DB%8C%D8%AF\" >\u06af\u0632\u06cc\u0646\u0647 1. \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0631\u0627 \u0628\u0627 \u0627\u0644\u06af\u0648\u06cc regex \u0645\u0637\u0627\u0628\u0642 \u0628\u0627 record.msg \u0645\u0627\u0633\u06a9 \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\/%d9%85%d8%a7%d8%b3%da%a9-%da%a9%d8%b1%d8%af%d9%86-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%ad%d8%b3%d8%a7%d8%b3-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%d9%85%d8%a7\/#%DA%AF%D8%B2%DB%8C%D9%86%D9%87_2_%D9%BE%D9%88%D8%B4%D8%A7%D9%86%D8%AF%D9%86_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AD%D8%B3%D8%A7%D8%B3_%D8%AF%D8%B1_recordargs\" >\u06af\u0632\u06cc\u0646\u0647 2. \u067e\u0648\u0634\u0627\u0646\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062f\u0631 record.args<\/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\/%d9%85%d8%a7%d8%b3%da%a9-%da%a9%d8%b1%d8%af%d9%86-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%ad%d8%b3%d8%a7%d8%b3-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-%d9%85%d8%a7\/#%D8%AE%D9%84%D8%A7%D8%B5%D9%87\" >\u062e\u0644\u0627\u0635\u0647<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_Logging_%D8%B1%D8%A7_%D8%B1%D8%A7%D9%87_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc Logging \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u0628\u062a\u062f\u0627 \u0641\u0627\u06cc\u0644\u06cc \u0628\u0627 \u0646\u0627\u0645 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645 <strong>log.py<\/strong> \u0628\u0627 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc log \u0645\u0627\u0646\u0646\u062f \u0632\u06cc\u0631.  \u062e\u0631\u0648\u062c\u06cc \u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0641\u0631\u0645\u062a \u06a9\u0646\u0646\u062f\u0647 \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f.  \u067e\u06cc\u0634 \u0641\u0631\u0636 &#8220;\u06a9\u0646\u0633\u0648\u0644&#8221; \u0627\u0633\u062a.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"c1\"># import modules\n<\/span><span class=\"kn\">import<\/span> <span class=\"n\">re<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">time<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">logging<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">logging.config<\/span>\n\n<span class=\"k\">def<\/span> <span class=\"nf\">init_logging<\/span><span class=\"p\">(<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"n\">log_level<\/span><span class=\"p\">:<\/span> <span class=\"nb\">str<\/span> <span class=\"o\">=<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">DEBUG<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">formatter<\/span><span class=\"p\">:<\/span> <span class=\"nb\">str<\/span> <span class=\"o\">=<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">console<\/span><span class=\"sh\">\"<\/span>\n<span class=\"p\">)<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">logging<\/span><span class=\"p\">.<\/span><span class=\"n\">Logger<\/span><span class=\"p\">:<\/span>\n<span class=\"err\">\u00a0<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"n\">LOG_CONFIG<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">version<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">handlers<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">stdout<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">class<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">logging.StreamHandler<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">stream<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">ext:\/\/sys.stdout<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">formatter<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">formatter<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"p\">}<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"p\">},<\/span><span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">formatters<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">json<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">format<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">(<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">'<\/span><span class=\"s\">{<\/span><span class=\"sh\">\"<\/span><span class=\"s\">msg<\/span><span class=\"sh\">\"<\/span><span class=\"s\">:<\/span><span class=\"sh\">\"<\/span><span class=\"s\">%(message)s<\/span><span class=\"sh\">\"<\/span><span class=\"s\">,<\/span><span class=\"sh\">\"<\/span><span class=\"s\">level<\/span><span class=\"sh\">\"<\/span><span class=\"s\">:<\/span><span class=\"sh\">\"<\/span><span class=\"s\">%(levelname)s<\/span><span class=\"sh\">\"<\/span><span class=\"s\">,<\/span><span class=\"sh\">'<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">'\"<\/span><span class=\"s\">file<\/span><span class=\"sh\">\"<\/span><span class=\"s\">:<\/span><span class=\"sh\">\"<\/span><span class=\"s\">%(filename)s<\/span><span class=\"sh\">\"<\/span><span class=\"s\">,<\/span><span class=\"sh\">\"<\/span><span class=\"s\">line<\/span><span class=\"sh\">\"<\/span><span class=\"s\">:%(lineno)d,<\/span><span class=\"sh\">'<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">'\"<\/span><span class=\"s\">module<\/span><span class=\"sh\">\"<\/span><span class=\"s\">:<\/span><span class=\"sh\">\"<\/span><span class=\"s\">%(module)s<\/span><span class=\"sh\">\"<\/span><span class=\"s\">,<\/span><span class=\"sh\">\"<\/span><span class=\"s\">func<\/span><span class=\"sh\">\"<\/span><span class=\"s\">:<\/span><span class=\"sh\">\"<\/span><span class=\"s\">%(funcName)s<\/span><span class=\"sh\">\"<\/span><span class=\"s\">}<\/span><span class=\"sh\">'<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"p\">),<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">datefmt<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">%Y-%m-%dT%H:%M:%SZ<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"p\">},<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">console<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">format<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">%(asctime)s %(levelname)s : %(message)s<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">datefmt<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">%Y-%m-%dT%H:%M:%SZ<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"p\">},<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"p\">},<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">root<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span><span class=\"sh\">\"<\/span><span class=\"s\">handlers<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span><span class=\"sh\">\"<\/span><span class=\"s\">stdout<\/span><span class=\"sh\">\"<\/span><span class=\"p\">],<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">level<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">log_level<\/span><span class=\"p\">},<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"p\">}<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"n\">logging<\/span><span class=\"p\">.<\/span><span class=\"n\">Formatter<\/span><span class=\"p\">.<\/span><span class=\"n\">converter<\/span> <span class=\"o\">=<\/span> <span class=\"n\">time<\/span><span class=\"p\">.<\/span><span class=\"n\">gmtime<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"n\">logging<\/span><span class=\"p\">.<\/span><span class=\"n\">config<\/span><span class=\"p\">.<\/span><span class=\"nf\">dictConfig<\/span><span class=\"p\">(<\/span><span class=\"n\">LOG_CONFIG<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"n\">logger<\/span> <span class=\"o\">=<\/span> <span class=\"n\">logging<\/span><span class=\"p\">.<\/span><span class=\"nf\">getLogger<\/span><span class=\"p\">(<\/span><span class=\"n\">__name__<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u00a0<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"k\">return<\/span> <span class=\"n\">logger<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0633\u067e\u0633\u060c \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0647 \u0646\u0627\u0645 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f <strong>main.py<\/strong> \u0628\u0627 \u06a9\u062f \u0632\u06cc\u0631<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">from<\/span> <span class=\"n\">log<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">init_logging<\/span>\n\n<span class=\"n\">LOG<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">init_logging<\/span><span class=\"p\">()<\/span>\n<span class=\"err\">\u00a0<\/span>\n<span class=\"k\">if<\/span> <span class=\"n\">__name__<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">__main__<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">test_case<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">John [513-84-7329] made a payment with credit card 1234-5678-9012-3456.<\/span><span class=\"sh\">\"<\/span>\n    <span class=\"p\">)<\/span>\n    <span class=\"n\">LOG<\/span><span class=\"p\">.<\/span><span class=\"nf\">info<\/span><span class=\"p\">(<\/span><span class=\"n\">test_case<\/span><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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0647\u0627:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>2024-06-03T06:45:38Z INFO : John [513-84-7329] made a payment with credit card 1234-5678-9012-3456.\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u062f\u06cc\u0647\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633\u06cc \u062f\u0631 \u0644\u0627\u06af \u0647\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. <strong>513-84-7329<\/strong> \u0634\u0645\u0627\u0631\u0647 \u062a\u0627\u0645\u06cc\u0646 \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0627\u06cc\u0627\u0644\u0627\u062a \u0645\u062a\u062d\u062f\u0647 \u0627\u0633\u062a\u060c <strong>1234-5678-9012-3456<\/strong> \u06cc\u06a9 \u0634\u0645\u0627\u0631\u0647 \u06a9\u0627\u0631\u062a \u0627\u0639\u062a\u0628\u0627\u0631\u06cc \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0645\u062d\u0631\u0645\u0627\u0646\u0647 \u0647\u0633\u062a\u0646\u062f \u0648 \u0628\u0627\u06cc\u062f \u0628\u0627 \u06cc\u06a9 \u0633\u0631\u06cc \u0633\u062a\u0627\u0631\u0647 \u067e\u0648\u0634\u0627\u0646\u062f\u0647 \u06cc\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u0634\u0648\u0646\u062f \u06cc\u0627 \u0628\u0627 \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u062f\u0631\u0647\u0645 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0634\u0648\u0646\u062f.<\/p>\n<blockquote>\n<p>\u0627\u06af\u0631\u0686\u0647 \u0641\u06cc\u0644\u062a\u0631\u0647\u0627 \u0639\u0645\u062f\u062a\u0627\u064b \u0628\u0631\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0631\u06a9\u0648\u0631\u062f\u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0627\u0632 \u0633\u0637\u0648\u062d \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u0627\u0645\u0627 \u0622\u0646\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0647\u0631 \u0631\u06a9\u0648\u0631\u062f\u06cc \u0631\u0627 \u06a9\u0647 \u062a\u0648\u0633\u0637 \u06a9\u0646\u062a\u0631\u0644\u200c\u06a9\u0646\u0646\u062f\u0647 \u06cc\u0627 \u062b\u0628\u062a\u200c\u06a9\u0646\u0646\u062f\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u0645\u062a\u0635\u0644 \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u0634\u0648\u062f \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u0646\u062f: \u0627\u06af\u0631 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0634\u0645\u0627\u0631\u0634 \u062a\u0639\u062f\u0627\u062f \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f. \u0631\u06a9\u0648\u0631\u062f\u0647\u0627 \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u062b\u0628\u062a\u200c\u06a9\u0646\u0646\u062f\u0647 \u06cc\u0627 \u06a9\u0646\u062a\u0631\u0644\u200c\u06a9\u0646\u0646\u062f\u0647 \u062e\u0627\u0635 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u06cc\u0627 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u062f\u0631 LogRecord \u062f\u0631 \u062d\u0627\u0644 \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u0636\u0627\u0641\u0647\u060c \u062a\u063a\u06cc\u06cc\u0631 \u06cc\u0627 \u062d\u0630\u0641 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<\/blockquote>\n<p><em>\u0627\u0632 logging.Filter https:\/\/docs.python.org\/3\/library\/logging.html#filter-objects<\/em><\/p>\n<p>\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0627\u0644\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645 <strong>\u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645. \u0641\u06cc\u0644\u062a\u0631<\/strong> \u0628\u0631\u0627\u06cc \u067e\u0648\u0634\u0627\u0646\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062f\u0631 \u06af\u0632\u0627\u0631\u0634 \u0647\u0627. <\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B1%D8%A7%D9%87_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%DB%8C_loggingFilter_%D8%AF%D8%B1_%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_Logger\"><\/span>\n<p>  \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc logging.Filter \u062f\u0631 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc Logger<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06cc\u06a9 \u0641\u06cc\u0644\u062a\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u0648 \u0622\u0646 \u0631\u0627 \u062f\u0631 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc log \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f.  \u06a9\u062f \u0632\u06cc\u0631 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f <strong>log.py<\/strong> \u0641\u0627\u06cc\u0644.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code>\n<span class=\"c1\"># 1. Define the regex patterns of sensitive data\n<\/span><span class=\"n\">regex_patterns<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"c1\"># U.S. Social Security numbers\n<\/span><span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"sa\">r<\/span><span class=\"sh\">\"<\/span><span class=\"s\">\\d{3}-\\d{2}-\\d{4}<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"c1\"># Credit card numbers\n<\/span><span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"sa\">r<\/span><span class=\"sh\">\"<\/span><span class=\"s\">\\d{4}-\\d{4}-\\d{4}-\\d{4}<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"p\">]<\/span>\n<span class=\"err\">\u00a0<\/span>\n<span class=\"c1\"># 2. Define a filter class to mask sensitive data that match the pre-defined regex patterns\n<\/span><span class=\"k\">class<\/span> <span class=\"nc\">SensitiveDataFilter<\/span><span class=\"p\">(<\/span><span class=\"n\">logging<\/span><span class=\"p\">.<\/span><span class=\"n\">Filter<\/span><span class=\"p\">):<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"n\">patterns<\/span> <span class=\"o\">=<\/span> <span class=\"n\">regex_patterns<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">filter<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">record<\/span><span class=\"p\">):<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"n\">record<\/span><span class=\"p\">.<\/span><span class=\"n\">msg<\/span> <span class=\"o\">=<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">mask_sensitive_data<\/span><span class=\"p\">(<\/span><span class=\"n\">record<\/span><span class=\"p\">.<\/span><span class=\"n\">msg<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">return<\/span> <span class=\"bp\">True<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">mask_sensitive_data<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">):<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">for<\/span> <span class=\"n\">pattern<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">patterns<\/span><span class=\"p\">:<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"n\">message<\/span> <span class=\"o\">=<\/span> <span class=\"n\">re<\/span><span class=\"p\">.<\/span><span class=\"nf\">sub<\/span><span class=\"p\">(<\/span><span class=\"n\">pattern<\/span><span class=\"p\">,<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">******<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">return<\/span> <span class=\"n\">message<\/span>\n\n<span class=\"c1\"># 3. Add filter configuration in LOG_CONFIG\n<\/span><span class=\"n\">LOG_CONFIG<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">version<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">handlers<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">stdout<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n                <span class=\"bp\">...<\/span>\n                <span class=\"c1\"># setup filters\n<\/span><span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">filters<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span><span class=\"sh\">\"<\/span><span class=\"s\">sensitive_data_filter<\/span><span class=\"sh\">\"<\/span><span class=\"p\">],<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"p\">}<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"p\">},<\/span>\n        <span class=\"c1\"># add filters in configuration\n<\/span><span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">filters<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">sensitive_data_filter<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">()<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">SensitiveDataFilter<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"p\">}<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"p\">},<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">formatters<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{...},<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">root<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{...},<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0631\u062f\u0646 <strong>main.py<\/strong> \u0628\u0627 \u06a9\u062f \u0632\u06cc\u0631  \u0645\u0627 \u067e\u06cc\u0627\u0645 \u0631\u0627 \u062f\u0631 \u06a9\u0646\u0633\u0648\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0647 \u0631\u0648\u0634 \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u0631\u0634\u062a\u0647 \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0686\u0627\u067e \u0645\u06cc \u06a9\u0646\u06cc\u0645.  \u0647\u0645\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<blockquote>\n<p>\u0627\u06af\u0631 \u0628\u0647 \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u0631\u0634\u062a\u0647 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0639\u0644\u0627\u0642\u0647 \u062f\u0627\u0631\u06cc\u062f\u060c \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u0631\u0634\u062a\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f.<\/p>\n<\/blockquote>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">from<\/span> <span class=\"n\">log<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">init_logging<\/span>\n\n<span class=\"n\">LOG<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">init_logging<\/span><span class=\"p\">()<\/span>\n\n<span class=\"k\">if<\/span> <span class=\"n\">__name__<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">__main__<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">test_case<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">John [513-84-7329] made a payment with credit card 1234-5678-9012-3456.<\/span><span class=\"sh\">\"<\/span>\n    <span class=\"p\">)<\/span>\n    <span class=\"n\">LOG<\/span><span class=\"p\">.<\/span><span class=\"nf\">debug<\/span><span class=\"p\">(<\/span><span class=\"sa\">f<\/span><span class=\"sh\">\"<\/span><span class=\"s\">use f-string: <\/span><span class=\"si\">{<\/span><span class=\"n\">test_case<\/span><span class=\"si\">}<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">LOG<\/span><span class=\"p\">.<\/span><span class=\"nf\">debug<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">use str.format: {}<\/span><span class=\"sh\">\"<\/span><span class=\"p\">.<\/span><span class=\"nf\">format<\/span><span class=\"p\">(<\/span><span class=\"n\">test_case<\/span><span class=\"p\">))<\/span>\n    <span class=\"n\">LOG<\/span><span class=\"p\">.<\/span><span class=\"nf\">debug<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">use string modulo method: %s<\/span><span class=\"sh\">\"<\/span> <span class=\"o\">%<\/span> <span class=\"p\">(<\/span><span class=\"n\">test_case<\/span><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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0647\u0627:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>2024-06-03T07:05:26Z DEBUG : use f-string: John [******] made a payment with credit card ******.\n2024-06-03T07:05:26Z DEBUG : use str.format: John [******] made a payment with credit card ******.\n2024-06-03T07:05:26Z DEBUG : use string modulo method: John [******] made a payment with credit card ******.\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0647\u0627:<\/p>\n<ol>\n<li>\u0627\u0644\u06af\u0648\u0647\u0627\u06cc regex \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u06cc\u06a9 \u06a9\u0644\u0627\u0633 \u0641\u06cc\u0644\u062a\u0631 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f <strong>SensitiveDataFilter<\/strong> \u0628\u0631\u0627\u06cc \u067e\u0648\u0634\u0627\u0646\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633\u06cc \u06a9\u0647 \u0628\u0627 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc regex \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u0646\u062f<\/li>\n<li>\u0627\u0641\u0632\u0648\u062f\u0646 \u0648 \u062a\u0646\u0638\u06cc\u0645 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0641\u06cc\u0644\u062a\u0631 \u062f\u0631 <strong>LOG_CONFIG<\/strong>\n<\/li>\n<\/ol>\n<p>\u0641\u0631\u0622\u06cc\u0646\u062f \u0645\u0627\u0633\u06a9 \u06a9\u0631\u062f\u0646 \u0648\u0627\u0636\u062d \u0627\u0633\u062a.  \u0645\u0627 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc regex \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0633\u062a\u0627\u0631\u0647 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AD%D8%B3%D8%A7%D8%B3_%D8%B1%D8%A7_%D8%AF%D8%B1_%D9%85%D9%82%D8%A7%D8%AF%DB%8C%D8%B1_%D9%81%D8%B1%D9%87%D9%86%DA%AF_%D9%84%D8%BA%D8%AA_%D8%A8%D9%BE%D9%88%D8%B4%D8%A7%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0631\u0627 \u062f\u0631 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0628\u067e\u0648\u0634\u0627\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0645\u062b\u0627\u0644 \u0647\u0627\u06cc \u0628\u0627\u0644\u0627\u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062f\u0627\u0631\u0627\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc regex \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0642\u0627\u0628\u0644 \u062a\u0639\u0631\u06cc\u0641 \u0647\u0633\u062a\u0646\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0645\u0627 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u062a\u0635\u0627\u062f\u0641\u06cc \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0628\u0627\u06cc\u062f test_case \u0631\u0627 \u0645\u0627\u0646\u0646\u062f \u0632\u06cc\u0631 \u0686\u0627\u067e \u06a9\u0646\u06cc\u0645 \u0648 \u0641\u0642\u0637 \u0631\u0645\u0632 \u0639\u0628\u0648\u0631 \u0631\u0627 \u067e\u0646\u0647\u0627\u0646 \u06a9\u0646\u06cc\u0645.  \u0645\u0627 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u06cc regex \u0628\u0631\u0627\u06cc \u0631\u0634\u062a\u0647 \u0631\u0645\u0632 \u0639\u0628\u0648\u0631 &#8216;fFwpUd!CJT4&#8217; \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">test_case<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"sh\">'<\/span><span class=\"s\">username<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"sh\">'<\/span><span class=\"s\">John Doe<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">password<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"sh\">'<\/span><span class=\"s\">fFwpUd!CJT4<\/span><span class=\"sh\">'<\/span><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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u067e\u0633 \u0627\u0632 \u0641\u0631\u0648 \u0631\u0641\u062a\u0646 \u062f\u0631 \u0645\u0627\u0698\u0648\u0644 \u0648\u0631\u0648\u062f\u060c \u062f\u0648 \u0631\u0627\u0647 \u062d\u0644 \u0628\u0631\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062f\u0631 \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0645.  \u0622\u0646\u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647\u062a\u0631\u06cc\u0646 \u0646\u0628\u0627\u0634\u0646\u062f\u060c \u0627\u0645\u0627 \u0645\u0634\u06a9\u0644 \u0645\u0646 \u0631\u0627 \u062d\u0644 \u06a9\u0631\u062f\u0646\u062f. <\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%B2%DB%8C%D9%86%D9%87_1_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AD%D8%B3%D8%A7%D8%B3_%D8%B1%D8%A7_%D8%A8%D8%A7_%D8%A7%D9%84%DA%AF%D9%88%DB%8C_regex_%D9%85%D8%B7%D8%A7%D8%A8%D9%82_%D8%A8%D8%A7_recordmsg_%D9%85%D8%A7%D8%B3%DA%A9_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u06af\u0632\u06cc\u0646\u0647 1. \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0631\u0627 \u0628\u0627 \u0627\u0644\u06af\u0648\u06cc regex \u0645\u0637\u0627\u0628\u0642 \u0628\u0627 record.msg \u0645\u0627\u0633\u06a9 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0631\u0627\u0647 \u062d\u0644 \u0627\u0648\u0644 \u0627\u0632 \u0627\u0644\u06af\u0648\u06cc regex \u0646\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0628\u0627\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062a\u0648\u0633\u0637 \u06a9\u0644\u06cc\u062f \u0622\u0646 \u062f\u0631 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u06a9\u0644\u0627\u0633 \u0631\u0627 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u0645 <strong>SensitiveDataFilter<\/strong>.  \u06a9\u062f \u0632\u06cc\u0631 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f <strong>\u0641\u0627\u06cc\u0644 log.py<\/strong>.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code>\n<span class=\"c1\"># Define a list of keys that values are sensitive data\n<\/span><span class=\"n\">sensitive_keys<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">headers<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">credentials<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">Authorization<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">token<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">password<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n<span class=\"p\">)<\/span>\n\n\n<span class=\"c1\"># mask sensitive data in record.msg\n<\/span><span class=\"k\">class<\/span> <span class=\"nc\">SensitiveDataFilter2<\/span><span class=\"p\">(<\/span><span class=\"n\">logging<\/span><span class=\"p\">.<\/span><span class=\"n\">Filter<\/span><span class=\"p\">):<\/span>\n    <span class=\"n\">patterns<\/span> <span class=\"o\">=<\/span> <span class=\"n\">regex_patterns<\/span>\n    <span class=\"n\">sensitive_keys<\/span> <span class=\"o\">=<\/span> <span class=\"n\">sensitive_keys<\/span>\n\n    <span class=\"k\">def<\/span> <span class=\"nf\">filter<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">record<\/span><span class=\"p\">):<\/span>\n        <span class=\"n\">record<\/span><span class=\"p\">.<\/span><span class=\"n\">msg<\/span> <span class=\"o\">=<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">mask_sensitive_msg<\/span><span class=\"p\">(<\/span><span class=\"n\">record<\/span><span class=\"p\">.<\/span><span class=\"n\">msg<\/span><span class=\"p\">)<\/span>\n        <span class=\"k\">return<\/span> <span class=\"bp\">True<\/span>\n\n    <span class=\"k\">def<\/span> <span class=\"nf\">mask_sensitive_msg<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">):<\/span>\n        <span class=\"k\">for<\/span> <span class=\"n\">pattern<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">patterns<\/span><span class=\"p\">:<\/span>\n            <span class=\"n\">message<\/span> <span class=\"o\">=<\/span> <span class=\"n\">re<\/span><span class=\"p\">.<\/span><span class=\"nf\">sub<\/span><span class=\"p\">(<\/span><span class=\"n\">pattern<\/span><span class=\"p\">,<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">******<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">)<\/span>\n        <span class=\"c1\"># replace sensitive data with asterisks\n<\/span>        <span class=\"k\">for<\/span> <span class=\"n\">key<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">sensitive_keys<\/span><span class=\"p\">:<\/span>\n            <span class=\"n\">pattern_str<\/span> <span class=\"o\">=<\/span> <span class=\"sa\">rf<\/span><span class=\"sh\">\"'<\/span><span class=\"si\">{<\/span><span class=\"n\">key<\/span><span class=\"si\">}<\/span><span class=\"sh\">'<\/span><span class=\"s\">: <\/span><span class=\"sh\">'<\/span><span class=\"s\">[^<\/span><span class=\"sh\">'<\/span><span class=\"s\">]+<\/span><span class=\"sh\">'\"<\/span>\n            <span class=\"n\">replace<\/span> <span class=\"o\">=<\/span> <span class=\"sa\">f<\/span><span class=\"sh\">\"'<\/span><span class=\"si\">{<\/span><span class=\"n\">key<\/span><span class=\"si\">}<\/span><span class=\"sh\">'<\/span><span class=\"s\">: <\/span><span class=\"sh\">'<\/span><span class=\"s\">******<\/span><span class=\"sh\">'\"<\/span>\n            <span class=\"n\">message<\/span> <span class=\"o\">=<\/span> <span class=\"n\">re<\/span><span class=\"p\">.<\/span><span class=\"nf\">sub<\/span><span class=\"p\">(<\/span><span class=\"n\">pattern_str<\/span><span class=\"p\">,<\/span> <span class=\"n\">replace<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">)<\/span>\n        <span class=\"k\">return<\/span> <span class=\"n\">message<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0647\u0627:<\/p>\n<ol>\n<li>\u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u06a9\u0644\u06cc\u062f\u0647\u0627 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0622\u0646 \u0647\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0647\u0633\u062a\u0646\u062f.  \u0627\u06cc\u0646 \u06a9\u0644\u06cc\u062f\u0647\u0627 \u0628\u0631\u0627\u06cc \u0645\u06a9\u0627\u0646 \u06cc\u0627\u0628\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062f\u0631 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/li>\n<li>\u0628\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 record.msg\u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0631\u0627 \u062f\u0631 dictionary.values() \u0628\u067e\u0648\u0634\u0627\u0646\u06cc\u062f.  \u062f\u0631 \u0639\u0645\u0644 <em>mask_sensitive_msg<\/em>\u060c \u0631\u0634\u062a\u0647 \u0627\u0644\u06af\u0648 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <strong>&#8216;{key}&#8217;:[^&#8217;]+&#8217;<\/strong>.  \u0648 \u0631\u0634\u062a\u0647 \u0645\u0633\u0627\u0628\u0642\u0647 \u0631\u0627 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f <strong>&#8216;{key}&#8217;: **<\/strong>**** <\/li>\n<\/ol>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0647\u0627:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>2024-06-03T07:33:15Z DEBUG : use f-string: {'username': 'John Doe', 'password': '******'}\n2024-06-03T07:33:15Z DEBUG : use str.format: {'username': 'John Doe', 'password': '******'}\n2024-06-03T07:33:15Z DEBUG : use string modulo method: {'username': 'John Doe', 'password': '******'}\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062f\u0631 \u0631\u0627\u0647 \u062d\u0644\u060c \u0634\u06cc \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0627\u0633\u0627\u0633\u0627\u064b \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0628\u062e\u0634\u06cc \u0627\u0632 \u067e\u06cc\u0627\u0645 log \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f.  \u062a\u0646\u0647\u0627 \u062a\u0641\u0627\u0648\u062a \u062f\u0631 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc regex \u0627\u0633\u062a.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u0632 \u062f\u06cc\u062f\u06af\u0627\u0647 \u0645\u0646 \u067e\u0627\u06cc\u062f\u0627\u0631 \u0646\u06cc\u0633\u062a\u060c \u0628\u0631\u0627\u06cc \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u062e\u0627\u0635 \u0628\u0627\u0639\u062b \u062e\u0637\u0627 \u0645\u06cc \u0634\u0648\u062f.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0631\u0627\u0647 \u062d\u0644 \u062f\u06cc\u06af\u0631\u06cc \u0631\u0627 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0631\u062f\u0645.  <\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%B2%DB%8C%D9%86%D9%87_2_%D9%BE%D9%88%D8%B4%D8%A7%D9%86%D8%AF%D9%86_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AD%D8%B3%D8%A7%D8%B3_%D8%AF%D8%B1_recordargs\"><\/span>\n<p>  \u06af\u0632\u06cc\u0646\u0647 2. \u067e\u0648\u0634\u0627\u0646\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062f\u0631 record.args<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0647\u0646\u06af\u0627\u0645 \u0628\u0631\u0631\u0633\u06cc \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0645\u0627\u0698\u0648\u0644 \u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645\u060c \u0645\u062a\u0648\u062c\u0647 \u0634\u062f\u0645 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u06cc\u06a9 <strong>LogRecord<\/strong>\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0648\u0644\u06cc\u0647 \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc \u0634\u0648\u062f <em>\u067e\u06cc\u0627\u0645<\/em> \u0648 <em>\u0627\u0631\u06af<\/em>\u060c \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646\u0647\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc \u0634\u0648\u0646\u062f <em>msg % args<\/em> \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0648\u06cc\u0698\u06af\u06cc \u067e\u06cc\u0627\u0645 \u0631\u06a9\u0648\u0631\u062f.  \u0628\u0627 <em>\u0627\u0631\u06af<\/em>\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0631\u0627 \u0642\u0628\u0644 \u0627\u0632 \u0627\u062f\u063a\u0627\u0645 \u062f\u0631 \u0622\u0646\u0647\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u06cc\u0645 <em>\u067e\u06cc\u0627\u0645<\/em>.  \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0634\u0631\u062d \u0627\u0633\u062a <em>\u067e\u06cc\u0627\u0645<\/em> \u0648 <em>\u0627\u0631\u06af<\/em> \u0632\u0645\u06cc\u0646\u0647 \u0647\u0627 \u062f\u0631 \u0627\u0644\u0641 <strong>LogRecord<\/strong> \u0647\u062f\u0641 &#8211; \u0634\u06cc.<\/p>\n<ul>\n<li>\n<strong>\u067e\u06cc\u0627\u0645 (\u0647\u0631 \u06a9\u062f\u0627\u0645)<\/strong> \u2013 \u067e\u06cc\u0627\u0645 \u062a\u0648\u0635\u06cc\u0641 \u0631\u0648\u06cc\u062f\u0627\u062f\u060c \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0628\u0627 \u0641\u0631\u0645\u062a %-\u0628\u0627 \u0646\u06af\u0647\u062f\u0627\u0631\u0646\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u06a9\u0627\u0646 \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u063a\u06cc\u0631\u060c \u06cc\u0627 \u06cc\u06a9 \u0634\u06cc \u062f\u0644\u062e\u0648\u0627\u0647 \u0628\u0627\u0634\u062f (\u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0634\u06cc\u0627\u0621 \u062f\u0644\u062e\u0648\u0627\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u06cc\u0627\u0645 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f).<\/li>\n<li>\n<strong>args (\u062a\u0628\u0644\u06cc | \u062f\u06cc\u06a9\u062a\u0647[str,\u00a0Any])<\/strong> \u2013 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0628\u0631\u0627\u06cc \u0627\u062f\u063a\u0627\u0645 \u062f\u0631 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 msg \u0628\u0631\u0627\u06cc \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0631\u0648\u06cc\u062f\u0627\u062f.<\/li>\n<\/ul>\n<p>\u062c\u0627\u0644\u0628\u0647\u060c \u062f\u0631\u0633\u062a\u0647\u061f  \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06a9\u0644\u0627\u0633 \u0631\u0627 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u0645 <strong>SensitiveDataFilter<\/strong> \u0645\u0627\u0646\u0646\u062f \u0632\u06cc\u0631 \u062a\u0627 \u06a9\u0627\u0631 \u06a9\u0646\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"k\">class<\/span> <span class=\"nc\">SensitiveDataFilter<\/span><span class=\"p\">(<\/span><span class=\"n\">logging<\/span><span class=\"p\">.<\/span><span class=\"n\">Filter<\/span><span class=\"p\">):<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"n\">patterns<\/span> <span class=\"o\">=<\/span> <span class=\"n\">regex_patterns<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"n\">sensitive_keys<\/span> <span class=\"o\">=<\/span> <span class=\"n\">sensitive_keys<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">filter<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">record<\/span><span class=\"p\">):<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">try<\/span><span class=\"p\">:<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"n\">record<\/span><span class=\"p\">.<\/span><span class=\"n\">args<\/span> <span class=\"o\">=<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">mask_sensitive_args<\/span><span class=\"p\">(<\/span><span class=\"n\">record<\/span><span class=\"p\">.<\/span><span class=\"n\">args<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"n\">record<\/span><span class=\"p\">.<\/span><span class=\"n\">msg<\/span> <span class=\"o\">=<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">mask_sensitive_msg<\/span><span class=\"p\">(<\/span><span class=\"n\">record<\/span><span class=\"p\">.<\/span><span class=\"n\">msg<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">return<\/span> <span class=\"bp\">True<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">except<\/span> <span class=\"nb\">Exception<\/span> <span class=\"k\">as<\/span> <span class=\"n\">e<\/span><span class=\"p\">:<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">return<\/span> <span class=\"bp\">True<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">mask_sensitive_args<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">args<\/span><span class=\"p\">):<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">if<\/span> <span class=\"nf\">isinstance<\/span><span class=\"p\">(<\/span><span class=\"n\">args<\/span><span class=\"p\">,<\/span> <span class=\"nb\">dict<\/span><span class=\"p\">):<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"n\">new_args<\/span> <span class=\"o\">=<\/span> <span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"nf\">copy<\/span><span class=\"p\">()<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">for<\/span> <span class=\"n\">key<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">args<\/span><span class=\"p\">.<\/span><span class=\"nf\">keys<\/span><span class=\"p\">():<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">if<\/span> <span class=\"n\">key<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">sensitive_keys<\/span><span class=\"p\">:<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"n\">new_args<\/span><span class=\"p\">[<\/span><span class=\"n\">key<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">******<\/span><span class=\"sh\">\"<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">else<\/span><span class=\"p\">:<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"c1\"># mask sensitive data in dict values\n<\/span><span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"n\">new_args<\/span><span class=\"p\">[<\/span><span class=\"n\">key<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">mask_sensitive_msg<\/span><span class=\"p\">(<\/span><span class=\"n\">args<\/span><span class=\"p\">[<\/span><span class=\"n\">key<\/span><span class=\"p\">])<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">return<\/span> <span class=\"n\">new_args<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"c1\"># when there are multi arg in record.args\n<\/span><span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">return<\/span> <span class=\"nf\">tuple<\/span><span class=\"p\">([<\/span><span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">mask_sensitive_msg<\/span><span class=\"p\">(<\/span><span class=\"n\">arg<\/span><span class=\"p\">)<\/span> <span class=\"k\">for<\/span> <span class=\"n\">arg<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">args<\/span><span class=\"p\">])<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">mask_sensitive_msg<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">):<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"c1\"># mask sensitive data in multi record.args\n<\/span><span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">if<\/span> <span class=\"nf\">isinstance<\/span><span class=\"p\">(<\/span><span class=\"n\">message<\/span><span class=\"p\">,<\/span> <span class=\"nb\">dict<\/span><span class=\"p\">):<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">return<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">mask_sensitive_args<\/span><span class=\"p\">(<\/span><span class=\"n\">message<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">if<\/span> <span class=\"nf\">isinstance<\/span><span class=\"p\">(<\/span><span class=\"n\">message<\/span><span class=\"p\">,<\/span> <span class=\"nb\">str<\/span><span class=\"p\">):<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">for<\/span> <span class=\"n\">pattern<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">patterns<\/span><span class=\"p\">:<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"n\">message<\/span> <span class=\"o\">=<\/span> <span class=\"n\">re<\/span><span class=\"p\">.<\/span><span class=\"nf\">sub<\/span><span class=\"p\">(<\/span><span class=\"n\">pattern<\/span><span class=\"p\">,<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">******<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">for<\/span> <span class=\"n\">key<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">sensitive_keys<\/span><span class=\"p\">:<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"n\">pattern_str<\/span> <span class=\"o\">=<\/span> <span class=\"sa\">rf<\/span><span class=\"sh\">\"'<\/span><span class=\"si\">{<\/span><span class=\"n\">key<\/span><span class=\"si\">}<\/span><span class=\"sh\">'<\/span><span class=\"s\">: <\/span><span class=\"sh\">'<\/span><span class=\"s\">[^<\/span><span class=\"sh\">'<\/span><span class=\"s\">]+<\/span><span class=\"sh\">'\"<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"n\">replace<\/span> <span class=\"o\">=<\/span> <span class=\"sa\">f<\/span><span class=\"sh\">\"'<\/span><span class=\"si\">{<\/span><span class=\"n\">key<\/span><span class=\"si\">}<\/span><span class=\"sh\">'<\/span><span class=\"s\">: <\/span><span class=\"sh\">'<\/span><span class=\"s\">******<\/span><span class=\"sh\">'\"<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"n\">message<\/span> <span class=\"o\">=<\/span> <span class=\"n\">re<\/span><span class=\"p\">.<\/span><span class=\"nf\">sub<\/span><span class=\"p\">(<\/span><span class=\"n\">pattern_str<\/span><span class=\"p\">,<\/span> <span class=\"n\">replace<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">)<\/span>\n<span class=\"err\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span> <span class=\"k\">return<\/span> <span class=\"n\">message<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0631\u062f\u0646 <strong>main.py<\/strong> \u0628\u0627 \u06a9\u062f \u0632\u06cc\u0631<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">from<\/span> <span class=\"n\">log<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">init_logging<\/span>\n\n<span class=\"n\">LOG<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">init_logging<\/span><span class=\"p\">()<\/span>\n\n<span class=\"k\">if<\/span> <span class=\"n\">__name__<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">__main__<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">test_case<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"sh\">\"<\/span><span class=\"s\">username<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">John Doe<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">password<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">xyz<\/span><span class=\"sh\">\"<\/span><span class=\"p\">}<\/span>\n    <span class=\"n\">LOG<\/span><span class=\"p\">.<\/span><span class=\"nf\">debug<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">use args: %s<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">test_case<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">LOG<\/span><span class=\"p\">.<\/span><span class=\"nf\">debug<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">use multi args: %s %s<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">test_case<\/span><span class=\"p\">,<\/span> <span class=\"n\">test_case<\/span><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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0647\u0627:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>2024-06-03T09:41:02Z DEBUG : use args: {'username': 'John Doe', 'password': '******'}\n2024-06-03T09:41:02Z DEBUG : use multi args: {'username': 'John Doe', 'password': '******'} {'username': 'John Doe', 'password': '******'}\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0647\u0627 \u0631\u0627 \u0645\u0631\u0648\u0631 \u06a9\u0646\u06cc\u0645.<\/p>\n<ol>\n<li>\u0645\u0646 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0645 <em>mask_sensitive_args<\/em> \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062a\u063a\u06cc\u0631 \u062f\u0631 <strong>\u0631\u06a9\u0648\u0631\u062f.arg<\/strong>:<\/li>\n<li>\u0648\u0642\u062a\u06cc args \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0627\u0633\u062a: \u062a\u06a9\u0631\u0627\u0631 \u0647\u0645\u0647 \u06a9\u0644\u06cc\u062f\u0647\u0627\u060c \u062c\u0641\u062a \u0645\u0642\u062f\u0627\u0631 dict.  \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u062d\u0633\u0627\u0633 \u0627\u06af\u0631 \u06a9\u0644\u06cc\u062f \u062f\u0631 <strong>\u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc \u062d\u0633\u0627\u0633<\/strong>.<\/li>\n<li>\u0648\u0642\u062a\u06cc args \u06cc\u06a9 \u062a\u0627\u067e\u0644 \u0627\u0633\u062a: \u062a\u06a9\u0631\u0627\u0631 \u062a\u0627\u067e\u0644.  \u0622\u06cc\u062a\u0645 \u0647\u0631 \u062a\u0627\u067e\u0644 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0631\u0634\u062a\u0647 \u06cc\u0627 \u062f\u06cc\u06a9\u062a \u0628\u0627\u0634\u062f.\n<ul>\n<li>\u0627\u06af\u0631 \u0645\u0648\u0631\u062f \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0627\u0633\u062a\u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc regex \u067e\u0646\u0647\u0627\u0646 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0627\u06af\u0631 \u0645\u0648\u0631\u062f \u06cc\u06a9 \u062f\u0633\u062a\u0648\u0631 \u0627\u0633\u062a\u060c \u0627\u0632 mask_sensitive_args \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p><img decoding=\"async\" src=\"https:\/\/media.dev.to\/cdn-cgi\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fw3s27nf9i6y4zc8snokl.png\" alt=\"\u062c\u0631\u06cc\u0627\u0646 \u0645\u0646\u0637\u0642 \u0641\u0631\u0622\u06cc\u0646\u062f\" loading=\"lazy\" width=\"800\" height=\"315\" title=\"\"><\/p>\n<ol>\n<li>\u062a\u063a\u06cc\u06cc\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0648\u062c\u0648\u062f <em>mask_sensitive_msg<\/em> \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0633\u0646\u0627\u0631\u06cc\u0648 args.<\/li>\n<li>\u0639\u0645\u0644\u06a9\u0631\u062f \u0641\u06cc\u0644\u062a\u0631 \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u0628\u0644\u0648\u06a9 try-catch \u0628\u067e\u06cc\u0686\u06cc\u062f.  \u0645\u0627 \u0647\u0646\u06af\u0627\u0645 \u067e\u0648\u0634\u0627\u0646\u062f\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0647\u0645\u0647 \u0627\u0633\u062a\u062b\u0646\u0627\u0647\u0627 \u0631\u0627 \u0645\u06cc\u200c\u06af\u06cc\u0631\u06cc\u0645 \u0648 \u0627\u06af\u0631 \u062f\u0631 \u062d\u06cc\u0646 \u0645\u0627\u0633\u06a9 \u06a9\u0631\u062f\u0646 \u062e\u0637\u0627\u06cc\u06cc \u0631\u062e \u062f\u0627\u062f\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u062f\u0648\u0646 \u0645\u0627\u0633\u06a9 \u0686\u0627\u067e \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AE%D9%84%D8%A7%D8%B5%D9%87\"><\/span>\n<p>  \u062e\u0644\u0627\u0635\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\u0648\u0642\u062a\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0631\u0627 \u062f\u0631 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627 \u067e\u0646\u0647\u0627\u0646 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u0627\u06af\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0627 \u0627\u0644\u06af\u0648\u06cc \u0631\u0627\u06cc\u062c \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u0646\u062f\u060c \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 SSN \u06cc\u0627 \u06a9\u0627\u0631\u062a \u0627\u0639\u062a\u0628\u0627\u0631\u06cc\u060c \u0627\u0644\u06af\u0648\u06cc regex \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0647\u0646\u06af\u0627\u0645 \u067e\u0648\u0634\u0627\u0646\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 (\u0631\u0634\u062a\u0647 \u062a\u0635\u0627\u062f\u0641\u06cc) \u062f\u0631 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a\u060c \u0627\u0632 \u0646\u0627\u0645 \u06a9\u0644\u06cc\u062f \u062d\u0633\u0627\u0633 \u0628\u0631\u0627\u06cc \u0645\u06a9\u0627\u0646 \u06cc\u0627\u0628\u06cc \u0645\u0642\u062f\u0627\u0631 \u06cc\u0627 \u0627\u0647\u0631\u0645 \u062d\u0633\u0627\u0633 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. <strong>\u062b\u0628\u062a.args<\/strong>.<\/li>\n<li>\u0647\u0645\u06cc\u0634\u0647 \u0628\u0647 \u0633\u06cc\u0627\u0647\u0647 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647 \u062e\u0648\u062f \u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/li>\n<\/ol>\n<p>\u0645\u0646\u0627\u0628\u0639:<br \/>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062d\u0633\u0627\u0633 \u0631\u0627 \u0627\u0632 \u06af\u0632\u0627\u0631\u0634 \u0647\u0627 \u062f\u0648\u0631 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f<\/p>\n<p>\u0628\u0627 \u062a\u0634\u06a9\u0631 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646.  \u0645\u0646\u062a\u0638\u0631 \u0646\u0638\u0631\u0627\u062a \u0648 \u0627\u06cc\u062f\u0647 \u0647\u0627\u06cc \u0634\u0645\u0627 \u0647\u0633\u062a\u06cc\u0645.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u06cc\u06a9 \u0645\u0648\u0636\u0648\u0639 \u0636\u0631\u0648\u0631\u06cc \u0648 \u0631\u0627\u06cc\u062c \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0642\u0634\u06cc \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u0646\u0638\u0627\u0631\u062a\u060c \u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u0648 \u0639\u06cc\u0628 \u06cc\u0627\u0628\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u0627\u06cc\u0641\u0627 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06af\u0631 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0627\u06cc\u0645\u0646 \u06cc\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0646\u0634\u0648\u0646\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0647\u062f\u0641\u06cc \u0628\u0631\u0627\u06cc \u0647\u06a9\u0631\u0647\u0627 \u0648 \u0633\u0627\u06cc\u0631 \u0639\u0648\u0627\u0645\u0644 \u0645\u062e\u0631\u0628 \u062a\u0628\u062f\u06cc\u0644 \u0634\u0648\u0646\u062f \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062a\u0644\u0627\u0634 \u06a9\u0646\u0646\u062f \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc &hellip;<\/p>\n","protected":false},"author":2,"featured_media":65095,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media.dev.to\/cdn-cgi\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1fk44n1zi3e47x3wv2sw.png","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-65094","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\/65094","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=65094"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/65094\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/65095"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=65094"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=65094"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=65094"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}