{"id":91599,"date":"2025-01-07T02:00:54","date_gmt":"2025-01-06T22:30:54","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/creando-un-notebook-con-jupyter-y-kotlin-5g8d\/"},"modified":"2025-01-07T02:00:54","modified_gmt":"2025-01-06T22:30:54","slug":"creando-un-notebook-con-jupyter-y-kotlin-5g8d","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/creando-un-notebook-con-jupyter-y-kotlin-5g8d\/","title":{"rendered":"\u0633\u0627\u062e\u062a\u0646 \u062f\u0641\u062a\u0631\u0686\u0647 \u06cc\u0627\u062f\u062f\u0627\u0634\u062a \u0628\u0627 Jupyter \u0648 Kotlin"},"content":{"rendered":"<div data-article-id=\"2192106\" id=\"article-body\">\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\" 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\/creando-un-notebook-con-jupyter-y-kotlin-5g8d\/#%D9%85%D9%82%D8%AF%D9%85%D9%87\" >\u0645\u0642\u062f\u0645\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/creando-un-notebook-con-jupyter-y-kotlin-5g8d\/#%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DB%8C%DA%A9_%D8%B8%D8%B1%D9%81_%D8%A8%D8%A7_Kotlin\" >\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0638\u0631\u0641 \u0628\u0627 Kotlin<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/creando-un-notebook-con-jupyter-y-kotlin-5g8d\/#Dockerfile\" >Dockerfile<\/a><\/li><\/ul><\/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\/creando-un-notebook-con-jupyter-y-kotlin-5g8d\/#%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%A8%D8%B9%D8%AF%DB%8C_%D8%AA%D8%B9%D8%A7%D9%85%D9%84\" >\u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u062a\u0639\u0627\u0645\u0644<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/creando-un-notebook-con-jupyter-y-kotlin-5g8d\/#%D8%A8%D9%87_%D8%B1%D9%88%D8%B2_%D8%B1%D8%B3%D8%A7%D9%86%DB%8C_Dockerfile\" >\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc Dockerfile<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/creando-un-notebook-con-jupyter-y-kotlin-5g8d\/#%D8%B3%D9%81%D8%A7%D8%B1%D8%B4%DB%8C_%D8%B3%D8%A7%D8%B2%DB%8C_%D8%A7%D8%B6%D8%A7%D9%81%DB%8C\" >\u0633\u0641\u0627\u0631\u0634\u06cc \u0633\u0627\u0632\u06cc \u0627\u0636\u0627\u0641\u06cc<\/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\/creando-un-notebook-con-jupyter-y-kotlin-5g8d\/#%D8%AE%D8%B7%D8%A7%D9%87%D8%A7_%D9%88_%D9%86%D8%AD%D9%88%D9%87_%D9%BE%D9%86%D9%87%D8%A7%D9%86_%DA%A9%D8%B1%D8%AF%D9%86_%D8%A2%D9%86%D9%87%D8%A7\" >\u062e\u0637\u0627\u0647\u0627 \u0648 \u0646\u062d\u0648\u0647 \u067e\u0646\u0647\u0627\u0646 \u06a9\u0631\u062f\u0646 \u0622\u0646\u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/creando-un-notebook-con-jupyter-y-kotlin-5g8d\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C\" >\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\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\/creando-un-notebook-con-jupyter-y-kotlin-5g8d\/#%D9%85%D9%86%D8%A7%D8%A8%D8%B9_%D8%A7%D8%B6%D8%A7%D9%81%DB%8C\" >\u0645\u0646\u0627\u0628\u0639 \u0627\u0636\u0627\u0641\u06cc<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D9%82%D8%AF%D9%85%D9%87\"><\/span>\n<p>  \u0645\u0642\u062f\u0645\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u062e\u06cc\u0631\u0627\u064b \u0634\u0631\u0648\u0639 \u06a9\u0631\u062f\u0645 \u0628\u0647 \u063a\u0648\u0627\u0635\u06cc \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u06a9\u0627\u062a\u0644\u06cc\u0646\u060c \u06cc\u06a9 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0645\u062f\u0631\u0646 \u0648 \u0647\u0645\u0647 \u06a9\u0627\u0631\u0647 \u06a9\u0647 \u062a\u0648\u062c\u0647 \u0645\u0646 \u0631\u0627 \u0628\u0647 \u062e\u0648\u062f \u062c\u0644\u0628 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0634\u062e\u0635\u06cc \u0628\u0647 \u0645\u062d\u06cc\u0637 \u062a\u0639\u0627\u0645\u0644\u06cc \u0698\u0648\u067e\u06cc\u062a\u0631 \u0639\u0627\u062f\u062a \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u060c \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u062a\u06a9\u0631\u0627\u0631 \u0633\u0631\u06cc\u0639 \u0648 \u06a9\u0627\u0648\u0634 \u06a9\u062f \u0633\u06cc\u0627\u0644 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0641\u06a9\u0631 \u0645\u06cc\u200c\u06a9\u0631\u062f\u0645 \u0622\u06cc\u0627 \u0686\u06cc\u0632\u06cc \u0645\u0634\u0627\u0628\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u062a\u0644\u06cc\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06cc\u0627 \u062e\u06cc\u0631.<\/p>\n<p>\u062f\u0631 \u06a9\u0645\u0627\u0644 \u062a\u0639\u062c\u0628 \u0645\u062a\u0648\u062c\u0647 \u0634\u062f\u0645 \u06a9\u0647 \u06cc\u06a9 \u0647\u0633\u062a\u0647 Jupyter \u0628\u0631\u0627\u06cc Kotlin \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0642\u062f\u0631\u062a \u0648 \u0638\u0631\u0627\u0641\u062a Kotlin \u0631\u0627 \u0628\u0627 \u062a\u0639\u0627\u0645\u0644 \u0648 \u0633\u0647\u0648\u0644\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Jupyter \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u062a\u0648\u0633\u0639\u0647 \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0632\u0628\u0627\u0646 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u067e\u0633\u062a\u060c \u0645\u0646 \u062a\u062c\u0631\u0628\u0647 \u062e\u0648\u062f \u0631\u0627 \u0627\u0632 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06cc\u06a9 \u0645\u062d\u06cc\u0637 Jupyter \u0628\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc Kotlin \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0645\u06cc \u06af\u0630\u0627\u0631\u0645 \u0648 \u062d\u062a\u06cc \u0628\u0627 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0646\u0648\u062a \u0628\u0648\u06a9 \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0628\u0627 \u0686\u0646\u062f\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0628\u0647 \u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u062f\u060c \u06cc\u06a9 \u0642\u062f\u0645 \u062c\u0644\u0648\u062a\u0631 \u062e\u0648\u0627\u0647\u0645 \u0631\u0641\u062a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DB%8C%DA%A9_%D8%B8%D8%B1%D9%81_%D8%A8%D8%A7_Kotlin\"><\/span>\n<p>  \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0638\u0631\u0641 \u0628\u0627 Kotlin<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0646\u0635\u0628 \u0647\u0633\u062a\u0647 Kotlin \u0628\u0631\u0627\u06cc Jupyter \u0646\u0633\u0628\u062a\u0627 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a\u060c \u0628\u0647 \u062e\u0635\u0648\u0635 \u0627\u06af\u0631 \u0627\u0632 Docker \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u06a9\u0646\u062a\u0631\u0644 \u0634\u062f\u0647 \u0648 \u0642\u0627\u0628\u0644 \u062a\u06a9\u0631\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 Dockerfile \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0646\u0638\u0648\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0645 \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u0645 &#8211; \u0646\u0638\u0631\u0627\u062a \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u062f:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Dockerfile\"><\/span>\n<p>  Dockerfile<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0627 \u0628\u0627 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0633\u0645\u06cc Jupyter \u06a9\u0647 \u0627\u0632 quay.io \u062f\u0627\u0646\u0644\u0648\u062f \u0634\u062f\u0647 \u0627\u0633\u062a \u0634\u0631\u0648\u0639 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0645\u0627 \u0627\u0632 \u06cc\u06a9 \u0646\u0633\u062e\u0647 \u062e\u0627\u0635 \u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u062a\u06a9\u0631\u0627\u0631\u067e\u0630\u06cc\u0631\u06cc \u0648 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>kotlin-kernel<\/code> \u062a\u0627 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0622\u0646 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight docker\"><code><span class=\"k\">FROM<\/span><span class=\"w\"> <\/span><span class=\"s\">quay.io\/jupyter\/base-notebook:2024-12-31<\/span><span class=\"w\"> <\/span><span class=\"k\">AS<\/span><span class=\"w\"> <\/span><span class=\"s\">kotlin-kernel<\/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>\u0645\u0627 OpenJDK 21 \u0631\u0627 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc Kotlin \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a \u0646\u0635\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0646\u0635\u0628 \u0628\u0647 \u0635\u0648\u0631\u062a \u0631\u0648\u062a \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f \u062a\u0627 \u0627\u0632 \u0645\u0634\u06a9\u0644\u0627\u062a \u0645\u062c\u0648\u0632 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0634\u0648\u062f \u0648 \u0633\u067e\u0633 \u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0627\u0645\u0646\u06cc\u062a \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631 \u063a\u06cc\u0631 \u0631\u0648\u062a \u0633\u0648\u0626\u06cc\u0686 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight docker\"><code><span class=\"k\">USER<\/span><span class=\"s\"> root<\/span>\n\n<span class=\"k\">RUN <\/span>apt-get update <span class=\"o\">&amp;&amp;<\/span> apt-get <span class=\"nt\">-y<\/span> <span class=\"nb\">install <\/span>openjdk-21-jdk\n\n<span class=\"k\">USER<\/span><span class=\"s\"> jovyan<\/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>\u0645\u0627 \u0647\u0633\u062a\u0647 Kotlin \u0631\u0627 \u0628\u0631\u0627\u06cc Jupyter \u0646\u0635\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0627\u06cc\u0646 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u062f Kotlin \u0631\u0627 \u0631\u0648\u06cc \u0646\u0648\u062a \u0628\u0648\u06a9 \u062e\u0648\u062f \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight docker\"><code><span class=\"k\">RUN <\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--user<\/span> <span class=\"se\">\\\n<\/span>    kotlin-jupyter-kernel<span class=\"o\">==<\/span>0.12.0.322\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>\u0645\u0627 \u06cc\u06a9 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0647\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight docker\"><code><span class=\"k\">RUN <\/span><span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> \/home\/jovyan\/notebooks\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 \u0646\u0647\u0627\u06cc\u062a \u0645\u062a\u063a\u06cc\u0631 \u0645\u062d\u06cc\u0637 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>NOTEBOOK_ARGS<\/code> \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0631\u0627 \u0628\u0627 \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u062e\u0648\u062f \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u0645\u060c \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f\u060c \u0645\u0627 \u0646\u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06cc\u06a9 \u0645\u0631\u0648\u0631\u06af\u0631 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0627\u0632 \u0634\u0648\u062f \u0648 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0646\u0648\u062a \u0628\u0648\u06a9 \u0628\u0627\u0634\u062f. <code>\/home\/jovyan\/notebooks<\/code>.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight docker\"><code><span class=\"k\">ENV<\/span><span class=\"s\"> NOTEBOOK_ARGS=\"--no-browser --notebook-dir=\/home\/jovyan\/notebooks\"<\/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\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0627\u06a9\u0631\u060c \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>docker build <span class=\"nt\">--target<\/span> kotlin-kernel <span class=\"nt\">-t<\/span> kotlin-kernel <span class=\"nb\">.<\/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>\u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u062a\u0635\u0648\u06cc\u0631 Docker \u0631\u0627 \u0645\u06cc \u0633\u0627\u0632\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0645\u06cc \u06a9\u0646\u062f <code>kotlin-kernel<\/code>.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>docker run <span class=\"se\">\\<\/span>\n    <span class=\"nt\">-it<\/span> <span class=\"se\">\\<\/span>\n    <span class=\"nt\">-p<\/span> 8888:8888 <span class=\"se\">\\<\/span>\n    <span class=\"nt\">-v<\/span> <span class=\"si\">$(<\/span><span class=\"nb\">pwd<\/span><span class=\"si\">)<\/span>\/notebooks:\/home\/jovyan\/notebooks <span class=\"se\">\\<\/span>\n    kotlin-kernel\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>\u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631:<\/p>\n<ul>\n<li>\u06a9\u0627\u0646\u062a\u06cc\u0646\u0631 \u0631\u0627 \u062f\u0631 \u062d\u0627\u0644\u062a \u062a\u0639\u0627\u0645\u0644\u06cc \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f (<code>-it<\/code>).<\/li>\n<li>\u062f\u0631\u06af\u0627\u0647 8888 \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631 \u0631\u0627 \u0628\u0647 \u067e\u0648\u0631\u062a 8888 \u0645\u06cc\u0632\u0628\u0627\u0646 \u0646\u0642\u0634\u0647 \u0645\u06cc\u200c\u06a9\u0634\u062f (<code>-p 8888:8888<\/code>).<\/li>\n<li>\u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0645\u062d\u0644\u06cc \u0631\u0627 \u0633\u0648\u0627\u0631 \u06a9\u0646\u06cc\u062f <code>notebooks<\/code> \u062f\u0631 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc <code>:\/home\/jovyan\/notebooks<\/code> \u0627\u0632 \u0638\u0631\u0641 (<code>-v $(pwd)\/notebooks::\/home\/jovyan\/notebooks<\/code>).<\/li>\n<\/ul>\n<p>\u067e\u0633 \u0627\u0632 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 JupyterLab \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u062e\u0648\u062f \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u0648 \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u06cc\u062f \u06a9\u0647 Launcher \u0627\u0632 \u0642\u0628\u0644 \u062f\u0648 \u0647\u0633\u062a\u0647 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u062f\u0627\u0631\u062f: Python \u0648 Kotlin.<\/p>\n<p><\/p>\n<p>\u0648 \u062f\u0631 \u0648\u0627\u0642\u0639\u060c \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u06a9\u0627\u062a\u0644\u06cc\u0646 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0628\u0633\u0627\u0632\u06cc\u0645!<\/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%2Fik.imagekit.io%2Fthatcsharpguy%2Fposts%2Fdocker%2Fkotlin-kernel%2Frunning-kotlin%3FupdatedAt%3D1735657858774\" alt=\"\u0646\u0648\u062a \u0628\u0648\u06a9 \u0628\u0627 \u06a9\u0627\u062a\u0644\u06cc\u0646\" loading=\"lazy\" width=\"765\" height=\"250\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%A8%D8%B9%D8%AF%DB%8C_%D8%AA%D8%B9%D8%A7%D9%85%D9%84\"><\/span>\n<p>  \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u062a\u0639\u0627\u0645\u0644<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0639\u0645\u06cc\u0642 \u062a\u0631 \u0628\u0647 \u06a9\u0627\u062a\u0644\u06cc\u0646 \u06a9\u0627\u0648\u0634 \u06a9\u0631\u062f\u0645\u060c \u0645\u062a\u0648\u062c\u0647 \u0634\u0628\u0627\u0647\u062a \u0647\u0627\u06cc \u062c\u0627\u0644\u0628\u06cc \u0628\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0634\u062f\u0645. \u0627\u06cc\u0646 \u0628\u0627\u0639\u062b \u0634\u062f \u06a9\u0647 \u0628\u062e\u0648\u0627\u0647\u0645 \u0627\u06cc\u0646 \u0634\u0628\u0627\u0647\u062a \u0647\u0627 \u0631\u0627 \u0628\u0627 \u062c\u0632\u0626\u06cc\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062a\u062c\u0633\u0645 \u06a9\u0646\u0645 \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u06cc\u0646 \u0627\u06cc\u0646 \u062f\u0648 \u0632\u0628\u0627\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0645. \u0645\u0646 \u062a\u0639\u062c\u0628 \u06a9\u0631\u062f\u0645 \u06a9\u0647 \u0622\u06cc\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u06a9\u062f\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u06a9\u0627\u062a\u0644\u06cc\u0646 \u0631\u0627 \u0631\u0648\u06cc \u06cc\u06a9 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0627\u062c\u0631\u0627 \u06a9\u0631\u062f\u060c \u0648 \u0645\u0639\u0644\u0648\u0645 \u0634\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.<\/p>\n<p>\u0645\u0646 \u06cc\u06a9 \u0627\u0641\u0632\u0648\u0646\u0647 (\u0648 \u0647\u0633\u062a\u0647 Jupyter) \u0628\u0647 \u0646\u0627\u0645 SoS (\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627) \u06a9\u0634\u0641 \u06a9\u0631\u062f\u0645 \u06a9\u0647 \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f. \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a\u0645 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0647\u0633\u062a\u0647 \u06a9\u0627\u062a\u0644\u06cc\u0646 \u0628\u0647 \u0638\u0631\u0641 \u062e\u0648\u062f \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u0645. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u0648\u0627\u0631\u062f \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0647 \u0628\u0647 Dockerfile \u0622\u0645\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A8%D9%87_%D8%B1%D9%88%D8%B2_%D8%B1%D8%B3%D8%A7%D9%86%DB%8C_Dockerfile\"><\/span>\n<p>  \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc Dockerfile<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0627 SoS \u0631\u0627 \u0646\u0635\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u062f\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u06a9\u0627\u062a\u0644\u06cc\u0646 \u0631\u0627 \u0631\u0648\u06cc \u06cc\u06a9 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight docker\"><code><span class=\"k\">RUN <\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--user<\/span> <span class=\"se\">\\\n<\/span>    sos-notebook<span class=\"o\">==<\/span>0.24.4 <span class=\"se\">\\\n<\/span>    jupyterlab-sos<span class=\"o\">==<\/span>0.11.0 <span class=\"se\">\\\n<\/span>    <span class=\"nv\">sos<\/span><span class=\"o\">==<\/span>0.25.1 <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\n<\/span>    python <span class=\"nt\">-m<\/span> sos_notebook.install\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\u0627 \u0627\u06cc\u0646 \u0627\u0636\u0627\u0641\u0627\u062a\u060c \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631 \u0628\u0647\u0628\u0648\u062f \u06cc\u0627\u0641\u062a\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u0645 \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u0645:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>docker build <span class=\"nt\">-t<\/span> jupyter-kotlin <span class=\"nb\">.<\/span>\n\ndocker run <span class=\"se\">\\<\/span>\n    <span class=\"nt\">-it<\/span> <span class=\"se\">\\<\/span>\n    <span class=\"nt\">-p<\/span> 8888:8888 <span class=\"se\">\\<\/span>\n    <span class=\"nt\">-v<\/span> <span class=\"si\">$(<\/span><span class=\"nb\">pwd<\/span><span class=\"si\">)<\/span>\/notebooks:\/home\/jovyan\/notebooks <span class=\"se\">\\<\/span>\n    jupyter-kotlin\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>\u0648\u0642\u062a\u06cc \u0627\u06a9\u0646\u0648\u0646 \u0628\u0647 JupyterLab \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f\u060c \u0633\u0647 \u0647\u0633\u062a\u0647 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f: Python\u060c Kotlin \u0648 SoS.<\/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%2Fik.imagekit.io%2Fthatcsharpguy%2Fposts%2Fdocker%2Fkotlin-kernel%2Fthree-kernels%3FupdatedAt%3D1735658830005\" alt=\"\u0647\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f\" loading=\"lazy\" width=\"534\" height=\"254\" title=\"\"><\/p>\n<p>\u0648 \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06a9\u062f\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u06a9\u0627\u062a\u0644\u06cc\u0646 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u0645:<\/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%2Fik.imagekit.io%2Fthatcsharpguy%2Fposts%2Fdocker%2Fkotlin-kernel%2Fjupyter-kotlin-indicators%3FupdatedAt%3D1735659227991\" alt=\"\u0646\u0648\u062a \u0628\u0648\u06a9 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u06a9\u0627\u062a\u0644\u06cc\u0646\" loading=\"lazy\" width=\"497\" height=\"230\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B3%D9%81%D8%A7%D8%B1%D8%B4%DB%8C_%D8%B3%D8%A7%D8%B2%DB%8C_%D8%A7%D8%B6%D8%A7%D9%81%DB%8C\"><\/span>\n<p>  \u0633\u0641\u0627\u0631\u0634\u06cc \u0633\u0627\u0632\u06cc \u0627\u0636\u0627\u0641\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u062a\u062c\u0631\u0628\u0647 \u0628\u0635\u0631\u06cc \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0622\u0633\u0627\u0646 \u0628\u06cc\u0646 \u0633\u0644\u0648\u0644 \u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a\u0645 \u0638\u0627\u0647\u0631 \u0633\u0644\u0648\u0644 \u0647\u0627 \u0631\u0627 \u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0646\u0645.<\/p>\n<p>Jupyter Notebook \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f CSS \u0633\u0641\u0627\u0631\u0634\u06cc \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0628\u0633\u062a\u0647 \u0628\u0647 \u0632\u0628\u0627\u0646\u060c \u06af\u0631\u0627\u062f\u06cc\u0646\u062a \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0633\u0645\u062a \u0686\u067e \u0647\u0631 \u0633\u0644\u0648\u0644 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0627\u06cc\u0646 CSS \u0627\u0633\u062a \u06a9\u0647 \u0645\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0645:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight css\"><code><span class=\"nt\">div<\/span><span class=\"o\">[<\/span><span class=\"nt\">class<\/span><span class=\"o\">*=<\/span><span class=\"s1\">\"sos_lan__python\"<\/span><span class=\"o\">]<\/span> <span class=\"p\">{<\/span> \n    <span class=\"nl\">background<\/span><span class=\"p\">:<\/span> <span class=\"n\">linear-gradient<\/span><span class=\"p\">(<\/span><span class=\"m\">90deg<\/span><span class=\"p\">,<\/span> <span class=\"n\">rgba<\/span><span class=\"p\">(<\/span><span class=\"m\">255<\/span><span class=\"p\">,<\/span><span class=\"m\">222<\/span><span class=\"p\">,<\/span><span class=\"m\">87<\/span><span class=\"p\">,<\/span><span class=\"m\">1<\/span><span class=\"p\">)<\/span> <span class=\"m\">10px<\/span><span class=\"p\">,<\/span> <span class=\"n\">rgba<\/span><span class=\"p\">(<\/span><span class=\"m\">69<\/span><span class=\"p\">,<\/span><span class=\"m\">132<\/span><span class=\"p\">,<\/span><span class=\"m\">182<\/span><span class=\"p\">,<\/span><span class=\"m\">1<\/span><span class=\"p\">)<\/span> <span class=\"m\">10px<\/span><span class=\"p\">,<\/span> <span class=\"n\">rgba<\/span><span class=\"p\">(<\/span><span class=\"m\">69<\/span><span class=\"p\">,<\/span><span class=\"m\">132<\/span><span class=\"p\">,<\/span><span class=\"m\">182<\/span><span class=\"p\">,<\/span><span class=\"m\">1<\/span><span class=\"p\">)<\/span> <span class=\"m\">20px<\/span><span class=\"p\">,<\/span> <span class=\"n\">rgba<\/span><span class=\"p\">(<\/span><span class=\"m\">254<\/span><span class=\"p\">,<\/span><span class=\"m\">254<\/span><span class=\"p\">,<\/span><span class=\"m\">254<\/span><span class=\"p\">,<\/span><span class=\"m\">1<\/span><span class=\"p\">)<\/span> <span class=\"m\">20px<\/span><span class=\"p\">);<\/span>\n<span class=\"p\">}<\/span>\n<span class=\"nt\">div<\/span><span class=\"o\">[<\/span><span class=\"nt\">class<\/span><span class=\"o\">*=<\/span><span class=\"s1\">\"sos_lan__kotlin\"<\/span><span class=\"o\">]<\/span> <span class=\"p\">{<\/span>\n    <span class=\"nl\">background<\/span><span class=\"p\">:<\/span> <span class=\"n\">linear-gradient<\/span><span class=\"p\">(<\/span><span class=\"m\">90deg<\/span><span class=\"p\">,<\/span> <span class=\"n\">rgba<\/span><span class=\"p\">(<\/span><span class=\"m\">180<\/span><span class=\"p\">,<\/span><span class=\"m\">140<\/span><span class=\"p\">,<\/span><span class=\"m\">252<\/span><span class=\"p\">,<\/span><span class=\"m\">1<\/span><span class=\"p\">)<\/span> <span class=\"m\">0px<\/span><span class=\"p\">,<\/span> <span class=\"n\">rgba<\/span><span class=\"p\">(<\/span><span class=\"m\">196<\/span><span class=\"p\">,<\/span><span class=\"m\">22<\/span><span class=\"p\">,<\/span><span class=\"m\">224<\/span><span class=\"p\">,<\/span><span class=\"m\">1<\/span><span class=\"p\">)<\/span> <span class=\"m\">6px<\/span><span class=\"p\">,<\/span> <span class=\"n\">rgba<\/span><span class=\"p\">(<\/span><span class=\"m\">223<\/span><span class=\"p\">,<\/span><span class=\"m\">73<\/span><span class=\"p\">,<\/span><span class=\"m\">107<\/span><span class=\"p\">,<\/span><span class=\"m\">1<\/span><span class=\"p\">)<\/span> <span class=\"m\">16px<\/span><span class=\"p\">,<\/span> <span class=\"n\">rgba<\/span><span class=\"p\">(<\/span><span class=\"m\">223<\/span><span class=\"p\">,<\/span><span class=\"m\">73<\/span><span class=\"p\">,<\/span><span class=\"m\">107<\/span><span class=\"p\">,<\/span><span class=\"m\">1<\/span><span class=\"p\">)<\/span> <span class=\"m\">20px<\/span><span class=\"p\">,<\/span> <span class=\"n\">rgba<\/span><span class=\"p\">(<\/span><span class=\"m\">255<\/span><span class=\"p\">,<\/span><span class=\"m\">255<\/span><span class=\"p\">,<\/span><span class=\"m\">255<\/span><span class=\"p\">,<\/span><span class=\"m\">1<\/span><span class=\"p\">)<\/span> <span class=\"m\">20px<\/span><span class=\"p\">)<\/span>\n<span class=\"p\">}<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\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\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0627\u06cc\u0646 \u0633\u0641\u0627\u0631\u0634\u06cc \u0633\u0627\u0632\u06cc\u060c CSS \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644\u06cc \u0628\u0647 \u0646\u0627\u0645 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0645 <code>custom.css<\/code> \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0647 Dockerfile \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight docker\"><code><span class=\"c\"># Copy the custom.css file<\/span>\n<span class=\"k\">COPY<\/span><span class=\"s\"> custom.css ${HOME}\/.jupyter\/custom\/custom.css<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u0628\u0647 \u062f\u0633\u062a\u0648\u0631 \u0645\u0634\u062e\u0635 \u0634\u0648\u062f <code>jupyter lab<\/code> \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0627\u0632 \u0627\u06cc\u0646 CSS \u0633\u0641\u0627\u0631\u0634\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u0648 \u067e\u0631\u0686\u0645 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645 <code>--custom-css<\/code> \u0628\u0647 \u062f\u0633\u062a\u0648\u0631 run<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight docker\"><code><span class=\"k\">ENV<\/span><span class=\"s\"> NOTEBOOK_ARGS=\"${NOTEBOOK_ARGS} --custom-css\"<\/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><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fik.imagekit.io%2Fthatcsharpguy%2Fposts%2Fdocker%2Fkotlin-kernel%2Fjupyter-kotlin%3FupdatedAt%3D1735659227973\" alt=\"\u0646\u0648\u062a \u0628\u0648\u06a9 \u0628\u0627 CSS \u0633\u0641\u0627\u0631\u0634\u06cc\" loading=\"lazy\" width=\"588\" height=\"243\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AE%D8%B7%D8%A7%D9%87%D8%A7_%D9%88_%D9%86%D8%AD%D9%88%D9%87_%D9%BE%D9%86%D9%87%D8%A7%D9%86_%DA%A9%D8%B1%D8%AF%D9%86_%D8%A2%D9%86%D9%87%D8%A7\"><\/span>\n<p>  \u062e\u0637\u0627\u0647\u0627 \u0648 \u0646\u062d\u0648\u0647 \u067e\u0646\u0647\u0627\u0646 \u06a9\u0631\u062f\u0646 \u0622\u0646\u0647\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u0646\u06af\u0627\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0633\u062a\u0647 \u0686\u0646\u062f\u0632\u0628\u0627\u0646\u0647\u060c \u06af\u0627\u0647\u0627\u064b \u0647\u0646\u06af\u0627\u0645 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0633\u0644\u0648\u0644 Kotlin \u062e\u0637\u0627\u06cc\u06cc \u0638\u0627\u0647\u0631 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u062e\u0637\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062a\u0635\u0627\u062f\u0641\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0627\u06af\u0631\u0686\u0647 \u0645\u0646 \u0647\u0646\u0648\u0632 \u0646\u062a\u0648\u0627\u0646\u0633\u062a\u0647 \u0627\u0645 \u0645\u0646\u0634\u0627 \u0622\u0646 \u06cc\u0627 \u0646\u062d\u0648\u0647 \u062d\u0644 \u0642\u0637\u0639\u06cc \u0622\u0646 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u0645\u060c \u0627\u0645\u0627 \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u0645\u0648\u0642\u062a \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0645.<\/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%2Fik.imagekit.io%2Fthatcsharpguy%2Fposts%2Fdocker%2Fkotlin-kernel%2Fkotlin-with-error%3FupdatedAt%3D1735659310180\" alt=\"\u0627\u0634\u06a9\u0627\u0644 \u06a9\u0627\u062a\u0644\u06cc\u0646\" loading=\"lazy\" width=\"800\" height=\"383\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646 \u062e\u0637\u0627\u06cc \u0622\u0632\u0627\u0631\u062f\u0647\u0646\u062f\u0647\u060c \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a\u0645 \u0627\u0632 CSS \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0645. \u062e\u0637 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u0641\u0627\u06cc\u0644 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0645 <code>custom.css<\/code> \u062f\u0631 \u0628\u0627\u0644\u0627 \u0630\u06a9\u0631 \u0634\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight css\"><code><span class=\"nt\">div<\/span><span class=\"o\">[<\/span><span class=\"nt\">class<\/span><span class=\"o\">*=<\/span><span class=\"s1\">\"sos_lan__kotlin\"<\/span><span class=\"o\">]<\/span> <span class=\"nt\">div<\/span><span class=\"o\">[<\/span><span class=\"nt\">data-mime-type<\/span><span class=\"o\">=<\/span><span class=\"s1\">\"application\/vnd.jupyter.stderr\"<\/span><span class=\"o\">]<\/span> <span class=\"p\">{<\/span> \n    <span class=\"nl\">display<\/span><span class=\"p\">:<\/span> <span class=\"nb\">none<\/span><span class=\"p\">;<\/span> \n<span class=\"p\">}<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\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>\u0627\u06cc\u0646 \u062e\u0637 \u0627\u0632 CSS \u067e\u06cc\u0627\u0645 \u0647\u0627\u06cc \u062e\u0637\u0627\u06cc \u062e\u0627\u0635 Kotlin \u0631\u0627 \u062f\u0631 \u0646\u0648\u062a \u0628\u0648\u06a9 \u067e\u0646\u0647\u0627\u0646 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06af\u0631\u0686\u0647 \u0631\u0627\u0647 \u062d\u0644 \u0627\u06cc\u062f\u0647 \u0622\u0644\u06cc \u0646\u06cc\u0633\u062a \u0632\u06cc\u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062e\u0637\u0627\u0647\u0627\u06cc \u0645\u0647\u0645 \u0631\u0627 \u067e\u0646\u0647\u0627\u0646 \u06a9\u0646\u062f\u060c \u0627\u0645\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062a\u062c\u0631\u0628\u0647 \u0628\u0635\u0631\u06cc \u0631\u0627 \u0647\u0646\u06af\u0627\u0645 \u06a9\u0627\u0631 \u0628\u0627 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0647\u0627\u06cc Kotlin \u0628\u0647\u0628\u0648\u062f \u0645\u06cc \u0628\u062e\u0634\u062f\u060c \u0628\u0647 \u062e\u0635\u0648\u0635 \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0645\u0648\u0627\u062c\u0647\u0647 \u0628\u0627 \u0627\u06cc\u0646 \u062e\u0637\u0627\u06cc \u0645\u06a9\u0631\u0631 \u0648 \u0628\u0647 \u0638\u0627\u0647\u0631 \u0628\u06cc \u0636\u0631\u0631.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C\"><\/span>\n<p>  \u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u067e\u0633\u062a\u060c \u0646\u062d\u0648\u0647 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u062a\u0648\u0633\u0639\u0647 \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc Kotlin \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0647\u0627\u06cc Jupyter \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645.<\/p>\n<p>\u0645\u0627 \u0628\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0627\u0648\u0644\u06cc\u0647 \u06cc\u06a9 \u0638\u0631\u0641 Docker \u0628\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc Kotlin \u0634\u0631\u0648\u0639 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0633\u067e\u0633 \u0628\u0647 \u0633\u0645\u062a \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631 \u062d\u0631\u06a9\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u06a9\u062f \u0628\u0647 \u0686\u0646\u062f\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0645\u0627 \u062f\u06cc\u062f\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0638\u0627\u0647\u0631 \u0646\u0648\u062a\u200c\u0628\u0648\u06a9\u200c\u0647\u0627\u06cc\u0645\u0627\u0646 \u0631\u0627 \u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u062a\u062c\u0631\u0628\u0647 \u0628\u0635\u0631\u06cc \u0648 \u062e\u0648\u0627\u0646\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u0628\u062e\u0634\u06cc\u0645\u060c \u0648 \u0686\u06af\u0648\u0646\u0647 <em>&#8220;\u067e\u0646\u0647\u0627\u0646 \u06a9\u0631\u062f\u0646&#8221;<\/em> \u0628\u0631\u062e\u06cc \u0627\u0632 \u062e\u0637\u0627\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0647\u0646\u06af\u0627\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0647\u0627 \u0627\u06cc\u062c\u0627\u062f \u0634\u0648\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u0646\u0647 \u062a\u0646\u0647\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u06a9\u0627\u062a\u0644\u06cc\u0646 \u0631\u0627 \u0622\u0633\u0627\u0646\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0627 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0645\u0627\u0646\u0646\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0646\u06cc\u0632 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646\u06cc \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u0647 Kotlin \u0647\u0633\u062a\u0646\u062f \u06cc\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0646\u0638\u0645 \u0628\u0627 \u0686\u0646\u062f\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D9%86%D8%A7%D8%A8%D8%B9_%D8%A7%D8%B6%D8%A7%D9%81%DB%8C\"><\/span>\n<p>  \u0645\u0646\u0627\u0628\u0639 \u0627\u0636\u0627\u0641\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0633\u0627\u0646\u06cc \u06a9\u0647 \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u062f \u0628\u0647 \u06a9\u0627\u0648\u0634 \u0628\u06cc\u0634\u062a\u0631 \u06cc\u0627 \u062a\u06a9\u0631\u0627\u0631 \u0627\u06cc\u0646 \u0645\u062d\u06cc\u0637 \u0647\u0633\u062a\u0646\u062f\u060c \u0645\u0646 \u062a\u0645\u0627\u0645 \u06a9\u062f\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0631\u0627 \u062f\u0631 \u0645\u062e\u0632\u0646 GitHub \u062e\u0648\u062f \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647 \u0627\u0645.<\/p>\n<p>\u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u062f\u0631 \u0633\u0641\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062e\u0648\u062f \u0628\u0627 \u06a9\u0627\u062a\u0644\u06cc\u0646 \u0648 \u0698\u0648\u067e\u06cc\u062a\u0631 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0642\u062f\u0645\u0647 \u0627\u062e\u06cc\u0631\u0627\u064b \u0634\u0631\u0648\u0639 \u06a9\u0631\u062f\u0645 \u0628\u0647 \u063a\u0648\u0627\u0635\u06cc \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u06a9\u0627\u062a\u0644\u06cc\u0646\u060c \u06cc\u06a9 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0645\u062f\u0631\u0646 \u0648 \u0647\u0645\u0647 \u06a9\u0627\u0631\u0647 \u06a9\u0647 \u062a\u0648\u062c\u0647 \u0645\u0646 \u0631\u0627 \u0628\u0647 \u062e\u0648\u062f \u062c\u0644\u0628 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0634\u062e\u0635\u06cc \u0628\u0647 \u0645\u062d\u06cc\u0637 \u062a\u0639\u0627\u0645\u0644\u06cc \u0698\u0648\u067e\u06cc\u062a\u0631 \u0639\u0627\u062f\u062a \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u060c \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u062a\u06a9\u0631\u0627\u0631 \u0633\u0631\u06cc\u0639 \u0648 \u06a9\u0627\u0648\u0634 \u06a9\u062f \u0633\u06cc\u0627\u0644 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0641\u06a9\u0631 \u0645\u06cc\u200c\u06a9\u0631\u062f\u0645 \u0622\u06cc\u0627 \u0686\u06cc\u0632\u06cc \u0645\u0634\u0627\u0628\u0647 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":91600,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-91599","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\/91599","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=91599"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/91599\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/91600"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=91599"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=91599"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=91599"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}