{"id":90939,"date":"2025-01-02T13:02:43","date_gmt":"2025-01-02T09:32:43","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/"},"modified":"2025-01-02T13:02:43","modified_gmt":"2025-01-02T09:32:43","slug":"%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/","title":{"rendered":"\u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u0648 \u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646"},"content":{"rendered":"<div data-article-id=\"2185603\" id=\"article-body\">\n<hr\/>\n<p><em>\u0628\u0644\u0647\u060c \u0645\u0646 \u0627\u0646\u062a\u0634\u0627\u0631 \u0631\u0627 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u062a\u0648\u0642\u0641 \u06a9\u0631\u062f\u0647 \u0628\u0648\u062f\u0645\u060c \u0627\u0645\u0627 \u0627\u0632 \u0646\u0638\u0631 \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0628\u0647 \u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u062f\u0627\u0645\u0647 \u062f\u0647\u06cc\u062f&#8230; \u0627\u062f\u0627\u0645\u0647 \u062f\u0627\u062f\u06cc\u0645.<\/em><\/p>\n<p>\u0645\u062a\u0646 \u0627\u0635\u0644\u06cc \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<hr\/>\n<p>\u0647\u062f\u0641 \u0627\u06cc\u0646 \u0645\u062a\u0646 \u0627\u0631\u0627\u0626\u0647 \u062e\u0644\u0627\u0635\u0647 \u0627\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0633\u062a <strong>\u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0633\u0627\u0633\u06cc \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u0648 \u0645\u0648\u0627\u0632\u06cc \u0628\u0648\u062f\u0646 \u062f\u0631 \u0632\u0628\u0627\u0646 \u067e\u0627\u06cc\u062a\u0648\u0646<\/strong>. \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u0645 \u062d\u062f\u0627\u0642\u0644 \u067e\u06cc\u0634\u06cc\u0646\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0648\u0636\u0648\u0639 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06cc\u0627 \u0627\u06cc\u0646 \u0645\u062a\u0646 \u0631\u0627 \u0628\u0627 \u0645\u0637\u0627\u0644\u0639\u0647 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u062f\u06cc\u06af\u0631 \u062a\u0631\u06a9\u06cc\u0628 \u06a9\u0646\u06cc\u062f. \u0647\u0645\u0647 \u0645\u0631\u0627\u062c\u0639 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627\u06cc \u0645\u062a\u0646 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0632\u06cc\u0631 \u0631\u0627 \u067e\u0648\u0634\u0634 \u062e\u0648\u0627\u0647\u0645 \u062f\u0627\u062f:<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u062a\u063a\u06cc\u06cc\u0631 \u0648\u0636\u0639\u06cc\u062a \u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%D9%81%D8%B1%D8%A2%DB%8C%D9%86%D8%AF_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u0641\u0631\u0622\u06cc\u0646\u062f \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%D9%86%D8%AE_%D9%87%D8%A7_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u0646\u062e \u0647\u0627 \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#IO_bound_%D9%88_CPU_bound_%D8%A8%D9%87_%DA%86%D9%87_%D9%85%D8%B9%D9%86%D8%A7%D8%B3%D8%AA%D8%9F\" >I\/O bound \u0648 CPU bound \u0628\u0647 \u0686\u0647 \u0645\u0639\u0646\u0627\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#GIL_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >GIL \u067e\u0627\u06cc\u062a\u0648\u0646 \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%D8%B1%D9%82%D8%A7%D8%A8%D8%AA_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u0631\u0642\u0627\u0628\u062a \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%D9%85%D9%88%D8%A7%D8%B2%DB%8C_%D8%B3%D8%A7%D8%B2%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%D8%A8%D9%87_%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87_asyncio\" >\u0628\u0647 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 asyncio<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%DB%8C%DA%A9_%D8%B1%D8%B4%D8%AA%D9%87_%DA%A9%D8%AA%D8%A7%D8%A8%D8%B4%D9%86%D8%A7%D8%B3%DB%8C\" >\u06cc\u06a9 \u0631\u0634\u062a\u0647 \u06a9\u062a\u0627\u0628\u0634\u0646\u0627\u0633\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/%d9%87%d9%85%d8%b2%d9%85%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%88%d8%a7%d8%b2%db%8c-%d8%b3%d8%a7%d8%b2%db%8c-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%DB%8C%DA%A9_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%DA%86%D9%86%D8%AF%DA%AF%D8%A7%D9%86%D9%87_%DA%A9%D8%AA%D8%A7%D8%A8%D8%B4%D9%86%D8%A7%D8%B3%DB%8C\" >\u06cc\u06a9 \u067e\u0631\u062f\u0627\u0632\u0634 \u0686\u0646\u062f\u06af\u0627\u0646\u0647 \u06a9\u062a\u0627\u0628\u0634\u0646\u0627\u0633\u06cc<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%81%D8%B1%D8%A2%DB%8C%D9%86%D8%AF_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\n<p>  \u0641\u0631\u0622\u06cc\u0646\u062f \u0686\u06cc\u0633\u062a\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0627\u0644\u0641 <strong>\u0641\u0631\u0622\u06cc\u0646\u062f \u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u0627\u0633\u062a<\/strong>. \u0627\u06af\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc \u0645\u0627\u0646\u0646\u062f \u0645\u0631\u0648\u0631\u06af\u0631 \u0631\u0627 \u062f\u0631 \u0631\u0627\u06cc\u0627\u0646\u0647 \u062e\u0648\u062f \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f\u060c \u0622\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0627 \u0641\u0631\u0622\u06cc\u0646\u062f\u06cc \u0645\u0631\u062a\u0628\u0637 \u0645\u06cc \u0634\u0648\u062f. \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ul>\n<li>\u0632\u0645\u06cc\u0646\u0647 \u0633\u062e\u062a \u0627\u0641\u0632\u0627\u0631\u06cc: \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u0631\u062c\u06cc\u0633\u062a\u0631\u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc \u0648 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc CPU \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<li>\u0632\u0645\u06cc\u0646\u0647 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631: \u0645\u0646\u0627\u0628\u0639 \u0642\u0627\u0628\u0644 \u062a\u062e\u0635\u06cc\u0635 \u062a\u0648\u0633\u0637 \u0641\u0631\u0622\u06cc\u0646\u062f \u0631\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<li>\u0641\u0636\u0627\u06cc \u0622\u062f\u0631\u0633: \u0646\u0627\u062d\u06cc\u0647 \u0627\u06cc \u0627\u0632 \u062d\u0627\u0641\u0638\u0647 \u0631\u0627 \u06a9\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u0628\u0647 \u0622\u0646 \u062a\u0639\u0644\u0642 \u062f\u0627\u0631\u062f \u0631\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<\/ul>\n<p>\u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0627\u0632 \u06a9\u062a\u0627\u0628 \u0641\u0631\u0627\u0646\u0633\u06cc\u0633 \u0645\u0627\u0686\u0627\u062f\u0648 \u0648 \u0644\u0648\u0626\u06cc\u0633 \u0645\u0627\u06cc\u0627 \u06af\u0631\u0641\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fauda0fmcskdaeo9wglfo.png\" alt=\"\u0641\u0631\u0622\u06cc\u0646\u062f\" loading=\"lazy\" width=\"616\" height=\"531\" title=\"\"><\/p>\n<p>\u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AE_%D9%87%D8%A7_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\n<p>  \u0646\u062e \u0647\u0627 \u0686\u06cc\u0633\u062a\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06cc\u06a9\u06cc <strong>thread \u0632\u06cc\u0631\u0631\u0648\u0627\u0644 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0633\u062a \u06a9\u0647 \u06a9\u0648\u0686\u06a9\u062a\u0631\u06cc\u0646 \u0648\u0627\u062d\u062f \u0627\u062c\u0631\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u06cc \u06a9\u0646\u062f \u0648 \u062c\u0632\u0621 \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0633\u062a.<\/strong>.<\/p>\n<p>\u0631\u0634\u062a\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u0641\u0631\u0636\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u0634\u0648\u0646\u062f (\u06a9\u0647 \u0628\u0647 \u0632\u0648\u062f\u06cc \u0645\u062a\u0648\u062c\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0634\u062f)\u060c \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0631\u06cc \u0645\u0646\u0627\u0628\u0639\u06cc \u0645\u0627\u0646\u0646\u062f \u062d\u0627\u0641\u0638\u0647. \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u06cc\u0646 \u0645\u0646\u0627\u0628\u0639 \u0631\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0646\u0645\u06cc \u06af\u0630\u0627\u0631\u0646\u062f.<\/p>\n<p>\u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0627\u0632 \u0648\u06cc\u06a9\u06cc \u067e\u062f\u06cc\u0627 \u06af\u0631\u0641\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F5u45pb1uaooctk13hepd.jpg\" alt=\"\u0641\u0631\u0622\u06cc\u0646\u062f \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 \u0646\u062e\" loading=\"lazy\" width=\"800\" height=\"461\" title=\"\"><\/p>\n<p>\u0628\u0627 \u062a\u0641\u0633\u06cc\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u0644\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0631 \u0631\u0648\u06cc \u062f\u06cc\u0633\u06a9 (\u062d\u0627\u0641\u0638\u0647 \u062b\u0627\u0646\u0648\u06cc\u0647\u060c \u063a\u06cc\u0631 \u0641\u0631\u0627\u0631) \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0634\u0627\u0645\u0644 \u0686\u0646\u062f\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0627\u0633\u062a \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u06cc\u06a9 \u06cc\u0627 \u0686\u0646\u062f \u0641\u0631\u0622\u06cc\u0646\u062f \u0646\u0645\u0648\u0646\u0647\u200c\u0633\u0627\u0632\u06cc (\u0634\u0631\u0648\u0639) \u0634\u0648\u062f\u060c \u0648 \u0627\u06cc\u0646\u0647\u0627 \u0628\u0647 \u0646\u0648\u0628\u0647 \u062e\u0648\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0686\u0646\u062f\u06cc\u0646 \u0631\u0634\u062a\u0647 \u0645\u0631\u062a\u0628\u0637 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f. .<\/p>\n<h2><span class=\"ez-toc-section\" id=\"IO_bound_%D9%88_CPU_bound_%D8%A8%D9%87_%DA%86%D9%87_%D9%85%D8%B9%D9%86%D8%A7%D8%B3%D8%AA%D8%9F\"><\/span>\n<p>  I\/O bound \u0648 CPU bound \u0628\u0647 \u0686\u0647 \u0645\u0639\u0646\u0627\u0633\u062a\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 \u062f\u0648 \u0639\u0628\u0627\u0631\u062a \u062f\u0631 \u0628\u062d\u062b \u0631\u0642\u0627\u0628\u062a \u0632\u06cc\u0627\u062f \u0638\u0627\u0647\u0631 \u0645\u06cc \u0634\u0648\u0646\u062f \u0648 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0631 \u067e\u0631\u062a\u063a\u0627\u0644\u06cc \u0628\u0627 I\/O (\u0648\u0631\u0648\u062f\u06cc\/\u062e\u0631\u0648\u062c\u06cc) \u0648 CPU (\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0631\u06a9\u0632\u06cc) \u0638\u0627\u0647\u0631 \u0634\u0648\u0646\u062f.<\/p>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0645\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f I\/O Bound \u0648 CPU Bound \u0635\u062d\u0628\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u062f\u0631 \u0645\u0648\u0631\u062f \u0639\u0648\u0627\u0645\u0644 \u0645\u062d\u062f\u0648\u062f \u06a9\u0646\u0646\u062f\u0647 \u0627\u06cc \u0635\u062d\u0628\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0627\u0646\u0639 \u0627\u0632 \u0627\u062c\u0631\u0627\u06cc \u0633\u0631\u06cc\u0639\u062a\u0631 \u06cc\u06a9 \u0639\u0645\u0644\u06cc\u0627\u062a \u0628\u0631 \u0631\u0648\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0645\u0627 \u0645\u06cc \u0634\u0648\u062f\u060c \u0648 \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u062f\u0648 \u0646\u0648\u0639 \u0639\u0645\u0644\u06cc\u0627\u062a \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u06a9\u062f \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645.<\/p>\n<p><strong>\u06cc\u06a9 \u0639\u0645\u0644\u06cc\u0627\u062a \u0645\u062d\u062f\u0648\u062f \u0628\u0647 CPU \u0628\u0647 CPU \u0641\u0634\u0631\u062f\u0647 \u0627\u0633\u062a \u0648 \u0627\u06af\u0631 CPU \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631 \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u06cc\u0639\u062a\u0631 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f<\/strong>. \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631\u060c \u0627\u06af\u0631 \u0627\u0632 \u0633\u0631\u0639\u062a \u0633\u0627\u0639\u062a 2 \u06af\u06cc\u06af\u0627\u0647\u0631\u062a\u0632 \u0628\u0647 4 \u06af\u06cc\u06af\u0627\u0647\u0631\u062a\u0632 \u0628\u0631\u0648\u06cc\u0645\u060c \u0627\u062d\u062a\u0645\u0627\u0644\u0627 \u0627\u06cc\u0646 \u0639\u0645\u0644\u06cc\u0627\u062a \u0633\u0631\u06cc\u0639\u062a\u0631 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f. \u0645\u0627 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0635\u062d\u0628\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0648 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0646\u062d\u0648\u0647 \u0645\u062d\u0627\u0633\u0628\u0647 Pi.<\/p>\n<p><strong>\u06cc\u06a9 \u0639\u0645\u0644\u06cc\u0627\u062a \u0645\u062d\u062f\u0648\u062f \u0628\u0647 \u0648\u0631\u0648\u062f\u06cc\/\u062e\u0631\u0648\u062c\u06cc \u0628\u0647 \u0633\u0631\u0639\u062a \u0634\u0628\u06a9\u0647 \u0648 \u0633\u0631\u0639\u062a \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f<\/strong>. \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0627\u0632 \u06cc\u06a9 \u0648\u0628 \u0633\u0631\u0648\u0631 \u06cc\u0627 \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0627\u0632 \u062f\u06cc\u0633\u06a9\u060c \u0639\u0645\u0644\u06cc\u0627\u062a \u0645\u062d\u062f\u0648\u062f \u0628\u0647 \u0648\u0631\u0648\u062f\u06cc\/\u062e\u0631\u0648\u062c\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u0647\u0631 \u062f\u0648 \u0646\u0648\u0639 \u0639\u0645\u0644\u06cc\u0627\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0645\u0632\u0645\u0627\u0646 \u0633\u0648\u062f \u0628\u0628\u0631\u0646\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"GIL_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\n<p>  GIL \u067e\u0627\u06cc\u062a\u0648\u0646 \u0686\u06cc\u0633\u062a\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>GIL \u06cc\u0639\u0646\u06cc <strong>\u0642\u0641\u0644 \u0645\u0641\u0633\u0631 \u062c\u0647\u0627\u0646\u06cc\u060c \u0647\u062f\u0641 \u0627\u0632 \u0622\u0646 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0627\u062c\u0631\u0627\u06cc \u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0628\u0627\u06cc\u062a \u06a9\u062f \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a.<\/strong>. \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0631\u0634\u062a\u0647\u060c \u0644\u0627\u0632\u0645 \u0627\u0633\u062a GIL \u0631\u0627 &#8220;\u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u062f&#8221; \u0648 \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u06cc\u06a9 \u0631\u0634\u062a\u0647 GIL \u0631\u0627 \u0646\u06af\u0647 \u0645\u06cc \u062f\u0627\u0631\u062f\u060c \u0631\u0634\u062a\u0647 \u062f\u06cc\u06af\u0631 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0647\u0645\u0632\u0645\u0627\u0646 \u0622\u0646 \u0631\u0627 \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f. \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u0627 \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0645\u0627 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u0631\u062c\u0639 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0645\u06cc \u06af\u06cc\u0631\u06cc\u0645. <strong>CPython \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u067e\u06cc\u0634 \u0641\u0631\u0636 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a<\/strong>\u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0631\u062c\u0639\u06cc \u0628\u0631\u0627\u06cc \u0646\u062d\u0648\u0647 \u0631\u0641\u062a\u0627\u0631 \u0632\u0628\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0645\u0627\u0646\u0646\u062f Jython \u06cc\u0627 IronPython \u0646\u06cc\u0632 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. GIL \u062f\u0631 CPython \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u0648 \u0627\u062e\u06cc\u0631\u0627\u064b \u0645\u0627 \u06cc\u06a9 PEP (\u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0627\u0631\u062a\u0642\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646) \u062f\u0627\u0634\u062a\u06cc\u0645 \u06a9\u0647 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0631\u062f GIL \u0627\u062e\u062a\u06cc\u0627\u0631\u06cc \u0634\u0648\u062f.<\/p>\n<p>\u0627\u06cc\u062f\u0647 GIL \u067e\u06cc\u0634\u06af\u06cc\u0631\u06cc \u0627\u0633\u062a <em>\u0634\u0631\u0627\u06cc\u0637 \u0645\u0633\u0627\u0628\u0642\u0647<\/em>\u060c \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0632\u0645\u0627\u0646\u06cc \u0627\u06cc\u062c\u0627\u062f \u0634\u0648\u062f \u06a9\u0647 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u0631\u062c\u0627\u0639 \u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u0647 \u06cc\u06a9 \u0634\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f. \u0627\u06af\u0631 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u0645\u0634\u062a\u0631\u06a9 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u062f\u060c \u0622\u0646 \u0645\u062a\u063a\u06cc\u0631 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u062d\u0627\u0644\u062a \u063a\u06cc\u0631\u0645\u0646\u062a\u0638\u0631\u0647 \u0628\u0627\u0634\u062f. \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631\u06af\u0631\u0641\u062a\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628 \u0645\u062a\u06cc\u0648 \u0641\u0627\u0648\u0644\u0631:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F69nsf29jy9olrtjpd903.png\" alt=\"\u0634\u0631\u0627\u06cc\u0637 \u0645\u0633\u0627\u0628\u0642\u0647\" loading=\"lazy\" width=\"584\" height=\"309\" title=\"\"><\/p>\n<p>\u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u0644\u0627\u060c \u062f\u0648 \u0631\u0634\u062a\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u0633\u0639\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u062a\u0639\u062f\u0627\u062f \u0645\u0631\u062c\u0639 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u0646\u062f \u0648 \u0628\u0647 \u062c\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u062a\u0639\u062f\u0627\u062f 2 \u0628\u0627\u0634\u062f\u060c \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0647\u0631 \u062f\u0648 \u062f\u0631 \u062d\u0627\u0644 \u0627\u0641\u0632\u0627\u06cc\u0634 1 \u0647\u0633\u062a\u0646\u062f\u060c \u0646\u062a\u06cc\u062c\u0647 \u0646\u0647\u0627\u06cc\u06cc 1 \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f (\u0647\u0631 \u0631\u0634\u062a\u0647 \u06cc\u06a9 \u0633\u062a\u0648\u0646 \u0627\u0633\u062a).<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B1%D9%82%D8%A7%D8%A8%D8%AA_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\n<p>  \u0631\u0642\u0627\u0628\u062a \u0686\u06cc\u0633\u062a\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0631\u0642\u0627\u0628\u062a \u062f\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0632\u0645\u0627\u0646\u06cc \u0627\u062a\u0641\u0627\u0642 \u0645\u06cc \u0627\u0641\u062a\u062f \u06a9\u0647 <strong>\u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0631 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f\u060c \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0644\u0632\u0648\u0645\u0627\u064b \u0627\u06cc\u0646 \u062f\u0648 \u06a9\u0627\u0631 \u0631\u0627 \u062f\u0642\u06cc\u0642\u0627\u064b \u0647\u0645\u0632\u0645\u0627\u0646 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f<\/strong>. \u0646\u0642\u0644 \u0642\u0648\u0644 \u0645\u0639\u0631\u0648\u0641 \u0631\u0627\u0628 \u067e\u06cc\u06a9 \u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647:<\/p>\n<blockquote>\n<p>\u0631\u0642\u0627\u0628\u062a \u06cc\u0639\u0646\u06cc <strong>\u0644\u06cc\u062f\u0627\u0631<\/strong> \u0628\u0627 \u062e\u06cc\u0644\u06cc \u0686\u06cc\u0632\u0647\u0627 \u0647\u0645\u0632\u0645\u0627\u0646 \u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u0627\u0633\u062a <strong>\u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u0646<\/strong> \u062e\u06cc\u0644\u06cc \u0686\u06cc\u0632\u0647\u0627 \u0647\u0645\u0632\u0645\u0627\u0646<\/p>\n<\/blockquote>\n<p>\u0628\u0647 \u0627\u06cc\u0646 \u0648\u0636\u0639\u06cc\u062a \u0641\u0631\u0636\u06cc \u0641\u06a9\u0631 \u06a9\u0646\u06cc\u062f: \u0627\u06af\u0631 \u0642\u0631\u0627\u0631 \u0627\u0633\u062a \u062f\u0648 \u06a9\u06cc\u06a9 \u062f\u0631\u0633\u062a \u06a9\u0646\u06cc\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u06af\u0631\u0645 \u06a9\u0631\u062f\u0646 \u0641\u0631 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0631 \u0627\u06cc\u0646 \u0641\u0627\u0635\u0644\u0647 \u062e\u0645\u06cc\u0631 \u06a9\u06cc\u06a9 \u0627\u0648\u0644 \u0631\u0627 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0648\u0642\u062a\u06cc \u0641\u0631 \u0628\u0647 \u062f\u0645\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u0631\u0633\u06cc\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062e\u0645\u06cc\u0631 \u06a9\u06cc\u06a9 \u0627\u0648\u0644 \u0631\u0627 \u062f\u0631 \u0641\u0631 \u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u062f \u0648 \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0645\u0646\u062a\u0638\u0631 \u0647\u0633\u062a\u06cc\u062f \u062a\u0627 \u06a9\u06cc\u06a9 \u062f\u0631 \u0641\u0631 \u0628\u0644\u0646\u062f \u0634\u0648\u062f\u060c \u062e\u0645\u06cc\u0631 \u06a9\u06cc\u06a9 \u062f\u0648\u0645 \u0631\u0627 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u062f\u0647 \u0631\u0642\u0627\u0628\u062a \u0627\u0633\u0627\u0633\u0627\u064b \u0627\u06cc\u0646 \u0627\u0633\u062a\u060c \u0634\u0645\u0627 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0628\u06cc\u06a9\u0627\u0631 \u0645\u0627\u0646\u062f\u0646\u060c \u06af\u06cc\u0631 \u06a9\u0631\u062f\u0646\u060c \u0645\u062a\u0648\u0642\u0641 \u0634\u062f\u0646 \u0646\u062f\u0627\u0631\u06cc\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0645\u0646\u062a\u0638\u0631 \u062a\u06a9\u0645\u06cc\u0644 \u06cc\u06a9 \u06a9\u0627\u0631 \u0647\u0633\u062a\u06cc\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u06a9\u0627\u0631 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f. <em>\u0633\u0648\u0626\u06cc\u0686<\/em> \u0648 \u0648\u0638\u0627\u06cc\u0641 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647 \u0645\u0627 \u062f\u0648 \u0646\u0648\u0639 \u0645\u0648\u0644\u062a\u06cc \u062a\u0633\u06a9\u06cc\u0646\u06af \u062f\u0627\u0631\u06cc\u0645:<\/p>\n<ul>\n<li>\n<strong>\u0686\u0646\u062f\u0648\u0638\u06cc\u0641\u0647 \u0627\u06cc \u0645\u0634\u0627\u0631\u06a9\u062a\u06cc<\/strong>: \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u06a9\u062f \u0646\u0642\u0627\u0637\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc \u062f\u0647\u06cc\u0645 <em>\u0633\u0648\u0626\u06cc\u0686<\/em> \u0627\u0632 \u0648\u0638\u0627\u06cc\u0641 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u06cc\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u062d\u0644\u0642\u0647 \u0631\u0648\u06cc\u062f\u0627\u062f\u060c \u06cc\u06a9 \u0627\u0644\u06af\u0648\u06cc \u0637\u0631\u0627\u062d\u06cc \u0631\u0627\u06cc\u062c\u060c \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0646\u0647\u0627 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0648 \u06cc\u06a9 \u0647\u0633\u062a\u0647 CPU\u060c \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>asyncio<\/code> com <code>async<\/code> \u0647 <code>await<\/code>\n<\/li>\n<li>\n<strong>\u0686\u0646\u062f\u0648\u0638\u06cc\u0641\u0647 \u0627\u06cc \u067e\u06cc\u0634\u06af\u06cc\u0631\u0627\u0646\u0647<\/strong>: \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u06cc\u0645 \u062a\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u062f <em>\u0633\u0648\u0626\u06cc\u0686<\/em>. \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u06cc\u0646 \u0628\u0627 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0648 \u06cc\u06a9 \u0647\u0633\u062a\u0647 CPU \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 lib \u0628\u0647 \u062f\u0633\u062a \u0645\u06cc \u0622\u06cc\u062f. <code>threading<\/code>\n<\/li>\n<\/ul>\n<p>\u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0628\u0647 \u062e\u0644\u0627\u0635\u0647 \u06a9\u0631\u062f\u0646 \u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fht99bqc03hp7x305q9ha.png\" alt=\"\u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\" loading=\"lazy\" width=\"800\" height=\"256\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D9%88%D8%A7%D8%B2%DB%8C_%D8%B3%D8%A7%D8%B2%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\n<p>  \u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u0686\u06cc\u0633\u062a\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0631 \u0628\u0647 \u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u0627\u0633\u062a<\/strong>. \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631\u060c \u0645\u0648\u0627\u0632\u06cc \u06af\u0631\u0627\u06cc\u06cc \u062f\u0644\u0627\u0644\u062a \u0628\u0631 \u0647\u0645\u0632\u0645\u0627\u0646\u06cc (\u0633\u0631 \u0648 \u06a9\u0627\u0631 \u0628\u0627 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0631) \u062f\u0627\u0631\u062f\u060c \u0627\u0645\u0627 \u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0645\u0648\u0627\u0632\u06cc \u0628\u0648\u062f\u0646 \u0646\u06cc\u0633\u062a (\u0644\u0632\u0627\u0645\u0627\u064b \u0648\u0638\u0627\u06cc\u0641 \u0628\u0647 \u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc \u0627\u062c\u0631\u0627 \u0646\u0645\u06cc \u0634\u0648\u0646\u062f). \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0628\u0627\u0634\u062f \u0628\u0647 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0647\u0633\u062a\u0647 CPU \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u0628\u0627 lib \u0628\u0647 \u062f\u0633\u062a \u0645\u06cc \u0622\u06cc\u062f <code>multiprocessing<\/code>\u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0627 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a \u06a9\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 GIL \u062e\u0627\u0635 \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u0646\u062f. \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqk6cwhqmbcmg6lrbixk5.png\" alt=\"\u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\" loading=\"lazy\" width=\"639\" height=\"184\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A8%D9%87_%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87_asyncio\"><\/span>\n<p>  \u0628\u0647 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 asyncio<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0631\u0627\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u0648 \u0645\u0648\u0627\u0632\u06cc\u200c\u0633\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u0648 \u0628\u0633\u062a\u0647 \u0628\u0647 \u0646\u0648\u0639 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u06a9\u0647 \u0628\u0627 \u0622\u0646 \u0633\u0631\u0648\u06a9\u0627\u0631 \u062f\u0627\u0631\u06cc\u0645\u060c I\/O Bound \u06cc\u0627 CPU\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0628\u0631\u062e\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u062f \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. THE <code>asyncio<\/code> \u06cc\u06a9 \u0627\u0633\u062a <strong>lib \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>async<\/code> \u0647 <code>await<\/code><\/strong>. \u0627\u0632 \u0645\u0633\u062a\u0646\u062f\u0627\u062a:<\/p>\n<blockquote>\n<p>Asyncio \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u0627\u06cc\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u0686\u0627\u0631\u0686\u0648\u0628 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0646\u0627\u0647\u0645\u0632\u0645\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0648 \u0648\u0628 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u0628\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0627\u062a\u0635\u0627\u0644 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647\u060c \u0635\u0641 \u0647\u0627\u06cc \u0634\u063a\u0644\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0648 \u063a\u06cc\u0631\u0647 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u0646\u062f.<\/p>\n<\/blockquote>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f\u060c \u0627\u06cc\u0646 lib \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0645\u062d\u062f\u0648\u062f \u0628\u0647 \u0648\u0631\u0648\u062f\u06cc\/\u062e\u0631\u0648\u062c\u06cc\u060c \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0632\u0645\u0627\u0646 \u0627\u0646\u062a\u0638\u0627\u0631 \u0634\u0628\u06a9\u0647\u060c \u0646\u0648\u0634\u062a\u0646 \u062f\u06cc\u0633\u06a9 \u0648 \u063a\u06cc\u0631\u0647 \u062f\u0627\u0631\u06cc\u0645\u060c \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a. \u062f\u0631 \u06cc\u06a9 \u0639\u0645\u0644\u06cc\u0627\u062a \u0645\u062d\u062f\u0648\u062f \u0628\u0647 CPU \u0647\u06cc\u0686 \u0627\u0646\u062a\u0638\u0627\u0631\u06cc \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f\u060c \u0645\u0627 \u0641\u0642\u0637 \u0628\u0647 \u0633\u0631\u0639\u062a \u0645\u062d\u0627\u0633\u0628\u0647 CPU \u0648\u0627\u0628\u0633\u062a\u0647 \u0647\u0633\u062a\u06cc\u0645.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%DB%8C%DA%A9_%D8%B1%D8%B4%D8%AA%D9%87_%DA%A9%D8%AA%D8%A7%D8%A8%D8%B4%D9%86%D8%A7%D8%B3%DB%8C\"><\/span>\n<p>  \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u06a9\u062a\u0627\u0628\u0634\u0646\u0627\u0633\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u06cc\u06a9 lib <code>threading<\/code> \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 \u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0631\u0627 \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u0645<\/strong>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0645\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u0627 \u06cc\u06a9 \u0647\u0633\u062a\u0647 CPU \u0648 \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0633\u0631\u0648\u06a9\u0627\u0631 \u062f\u0627\u0631\u06cc\u0645\u060c \u0648 \u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u06cc\u06a9 \u0645\u0648\u0631\u062f \u0686\u0646\u062f\u0648\u0638\u06cc\u0641\u0647 \u0627\u06cc \u067e\u06cc\u0634\u06af\u06cc\u0631\u0627\u0646\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0648\u0638\u06cc\u0641\u0647 \u0633\u0648\u0626\u06cc\u0686\u06cc\u0646\u06af \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f. lib \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a \u0645\u062d\u062f\u0648\u062f I\/O \u0645\u0641\u06cc\u062f\u062a\u0631 \u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631\u0628\u0627\u0631\u0647 <code>threading<\/code>\u060c \u0648\u0628 \u0633\u0627\u06cc\u062a Real Python \u0686\u0646\u062f \u0646\u06a9\u062a\u0647 \u0645\u0647\u0645 \u0631\u0627 \u0622\u0648\u0631\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<blockquote>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u06a9\u0646\u062a\u0631\u0644 \u0632\u0645\u0627\u0646 \u062a\u0648\u0642\u0641 \u06cc\u06a9 \u06a9\u0627\u0631 \u0648 \u0634\u0631\u0648\u0639 \u06a9\u0627\u0631 \u062f\u06cc\u06af\u0631 \u0631\u0627 \u062f\u0627\u0631\u062f\u060c \u0647\u0631 \u062f\u0627\u062f\u0647 \u0627\u06cc \u06a9\u0647 \u0628\u06cc\u0646 \u0631\u0634\u062a\u0647 \u0647\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0634\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f \u0628\u0627\u06cc\u062f \u0645\u062d\u0627\u0641\u0638\u062a \u0634\u0648\u062f\u060c \u06cc\u0627 <em>\u0627\u06cc\u0645\u0646 \u0628\u0627 \u0646\u062e<\/em>. \u0645\u062a\u0627\u0633\u0641\u0627\u0646\u0647 <code>requests.Session()<\/code> \u0627\u06cc\u0646 \u0646\u06cc\u0633\u062a <em>\u0627\u06cc\u0645\u0646 \u0628\u0627 \u0646\u062e<\/em>. \u0686\u0646\u062f\u06cc\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f <em>\u0627\u06cc\u0645\u0646 \u0628\u0627 \u0646\u062e<\/em> \u0628\u0633\u062a\u0647 \u0628\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u0686\u0647 \u062f\u0627\u062f\u0647 \u0627\u06cc \u0627\u0633\u062a \u0648 \u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f. \u06cc\u06a9\u06cc \u0627\u0632 \u0622\u0646\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0627\u0633\u062a <em>\u0627\u06cc\u0645\u0646 \u0628\u0627 \u0646\u062e<\/em> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 <code>Queue<\/code> \u0627\u0632 \u0645\u0627\u0698\u0648\u0644 <code>queue<\/code> \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f<\/p>\n<\/blockquote>\n<p>\u0645\u0627 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u06cc\u0645 <code>queue<\/code> \u0627\u06cc\u0646\u062c\u0627<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%DB%8C%DA%A9_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%DA%86%D9%86%D8%AF%DA%AF%D8%A7%D9%86%D9%87_%DA%A9%D8%AA%D8%A7%D8%A8%D8%B4%D9%86%D8%A7%D8%B3%DB%8C\"><\/span>\n<p>  \u06cc\u06a9 \u067e\u0631\u062f\u0627\u0632\u0634 \u0686\u0646\u062f\u06af\u0627\u0646\u0647 \u06a9\u062a\u0627\u0628\u0634\u0646\u0627\u0633\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631\u0628\u0627\u0631\u0647 lib <code>multiprocessing<\/code> \u062f\u0631 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u067e\u0627\u06cc\u062a\u0648\u0646:<\/p>\n<blockquote>\n<p><code>multiprocessing<\/code>  \u0628\u0633\u062a\u0647 \u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u062a\u0648\u0644\u06cc\u062f \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 API \u0645\u0634\u0627\u0628\u0647 \u0645\u0627\u0698\u0648\u0644 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f <code>threading<\/code>. \u0628\u0633\u062a\u0647 <code>multiprocessing<\/code> \u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u0645\u062d\u0644\u06cc \u0648 \u0631\u0627\u0647 \u062f\u0648\u0631 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631 GIL \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0641\u0631\u0639\u06cc \u0628\u0647 \u062c\u0627\u06cc \u0646\u062e \u0647\u0627 \u062f\u0648\u0631 \u0645\u06cc \u0632\u0646\u062f. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a <strong>\u0645\u0627\u0698\u0648\u0644 <code>multiprocessing<\/code> \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 \u062f\u0631 \u06cc\u06a9 \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f<\/strong>.<\/p>\n<\/blockquote>\n<p>\u0634\u0627\u06cc\u0627\u0646 \u0630\u06a9\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0627\u062c\u0631\u0627\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u0628\u0631 \u0631\u0648\u06cc \u0647\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 CPU \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u063a\u06cc\u0631\u0641\u0639\u0627\u0644 \u06a9\u0631\u062f\u0646 GIL \u0646\u06cc\u0633\u062a\u060c \u0628\u0644\u06a9\u0647 \u0647\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f \u062f\u0627\u0631\u0627\u06cc GIL \u062e\u0627\u0635 \u062e\u0648\u062f \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. \u0628\u0627 \u0628\u0647\u0631\u0647 \u06af\u06cc\u0631\u06cc \u0627\u0632 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0647\u0633\u062a\u0647 CPU\u060c \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0631\u06cc \u0628\u0627\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631\u06cc \u0633\u0646\u06af\u06cc\u0646 CPU \u0628\u06cc\u0646 \u0686\u0646\u062f\u06cc\u0646 \u0647\u0633\u062a\u0647 \u0645\u0648\u062c\u0648\u062f\u060c lib \u0628\u0631\u0627\u06cc CPU Bound \u0645\u0646\u0627\u0633\u0628 \u062a\u0631 \u0627\u0633\u062a.<\/p>\n<hr\/>\n<p>\u0645\u0646\u0627\u0628\u0639:<\/p>\n<p>\u0641\u0627\u0648\u0644\u0631\u060c \u0645\u062a\u06cc\u0648. \u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 asyncio. \u0627\u0646\u062a\u0634\u0627\u0631\u0627\u062a \u0645\u0646\u06cc\u0646\u06af\u060c 2022.<\/p>\n<p>\u0645\u0627\u0686\u0627\u062f\u0648\u060c \u0641\u0631\u0627\u0646\u0633\u06cc\u0633 \u0628\u0631\u0646\u06af\u0631\u061b \u0645\u0627\u06cc\u0627\u060c \u0644\u0648\u0626\u06cc\u0632 \u067e\u0627\u0626\u0648\u0644\u0648. \u0645\u0639\u0645\u0627\u0631\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0639\u0627\u0645\u0644: \u0634\u0627\u0645\u0644 \u062a\u0645\u0631\u06cc\u0646\u0627\u062a \u0628\u0627 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632 SOSIM \u0648 \u0633\u0648\u0627\u0644\u0627\u062a ENADE. \u0631\u06cc\u0648\u062f\u0648\u0698\u0627\u0646\u06cc\u0631\u0648: LTC\u060c 2013.<\/p>\n<p>\u0645\u0648\u0636\u0648\u0639 (\u0645\u062d\u0627\u0633\u0628\u0627\u062a) \u062a\u0648\u0633\u0637 \u0648\u06cc\u06a9\u06cc \u067e\u062f\u06cc\u0627\u060c \u062f\u0627\u0646\u0634\u0646\u0627\u0645\u0647 \u0622\u0632\u0627\u062f<\/p>\n<p>\u0633\u0631\u0639\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648\u0627\u0642\u0639\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u06cc\u062f<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0628\u0644\u0647\u060c \u0645\u0646 \u0627\u0646\u062a\u0634\u0627\u0631 \u0631\u0627 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u062a\u0648\u0642\u0641 \u06a9\u0631\u062f\u0647 \u0628\u0648\u062f\u0645\u060c \u0627\u0645\u0627 \u0627\u0632 \u0646\u0638\u0631 \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0628\u0647 \u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u062f\u0627\u0645\u0647 \u062f\u0647\u06cc\u062f&#8230; \u0627\u062f\u0627\u0645\u0647 \u062f\u0627\u062f\u06cc\u0645. \u0645\u062a\u0646 \u0627\u0635\u0644\u06cc \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0647\u062f\u0641 \u0627\u06cc\u0646 \u0645\u062a\u0646 \u0627\u0631\u0627\u0626\u0647 \u062e\u0644\u0627\u0635\u0647 \u0627\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0633\u062a \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0633\u0627\u0633\u06cc \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u0648 \u0645\u0648\u0627\u0632\u06cc \u0628\u0648\u062f\u0646 \u062f\u0631 \u0632\u0628\u0627\u0646 \u067e\u0627\u06cc\u062a\u0648\u0646. \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u0645 \u062d\u062f\u0627\u0642\u0644 \u067e\u06cc\u0634\u06cc\u0646\u0647 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":90940,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmfksg85pco2sy8d9meo9.jpg","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-90939","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\/90939","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=90939"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/90939\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/90940"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=90939"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=90939"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=90939"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}