{"id":30555,"date":"2026-10-08T18:01:47","date_gmt":"2026-10-08T18:01:47","guid":{"rendered":"https:\/\/umang.pk\/2026\/10\/08\/%d8%a7%d8%b2%da%af%d8%b1-%da%a9%d8%a7-%d8%a7%d8%b3%d8%aa%d8%b9%d9%85%d8%a7%d9%84-%da%a9%d8%b1%d8%aa%db%92-%db%81%d9%88%d8%a6%db%92-%d8%b3%d8%b3%d9%b9%d9%85-%da%88%db%8c%d8%b2%d8%a7%d8%a6%d9%86-%da%88\/"},"modified":"2026-10-08T18:01:49","modified_gmt":"2026-10-08T18:01:49","slug":"%d8%a7%d8%b2%da%af%d8%b1-%da%a9%d8%a7-%d8%a7%d8%b3%d8%aa%d8%b9%d9%85%d8%a7%d9%84-%da%a9%d8%b1%d8%aa%db%92-%db%81%d9%88%d8%a6%db%92-%d8%b3%d8%b3%d9%b9%d9%85-%da%88%db%8c%d8%b2%d8%a7%d8%a6%d9%86-%da%88","status":"publish","type":"post","link":"https:\/\/umang.pk\/ur\/2026\/10\/08\/%d8%a7%d8%b2%da%af%d8%b1-%da%a9%d8%a7-%d8%a7%d8%b3%d8%aa%d8%b9%d9%85%d8%a7%d9%84-%da%a9%d8%b1%d8%aa%db%92-%db%81%d9%88%d8%a6%db%92-%d8%b3%d8%b3%d9%b9%d9%85-%da%88%db%8c%d8%b2%d8%a7%d8%a6%d9%86-%da%88\/","title":{"rendered":"\u0627\u0632\u06af\u0631 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u0633\u0633\u0679\u0645 \u0688\u06cc\u0632\u0627\u0626\u0646 \u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645 \u06a9\u06cc\u0633\u06d2 \u0628\u0646\u0627\u06cc\u0627 \u062c\u0627\u0626\u06d2\u06d4"},"content":{"rendered":"\n<div id=\"\">\n<p>\u0633\u0633\u0679\u0645 \u0622\u0631\u06a9\u06cc\u0679\u06cc\u06a9\u0686\u0631 \u0688\u06cc\u0632\u0627\u0626\u0646 \u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645 \u0628\u0646\u0627\u0646\u0627 \u062a\u06a9\u0646\u06cc\u06a9\u06cc \u062f\u0633\u062a\u0627\u0648\u06cc\u0632\u0627\u062a \u06a9\u0627 \u0627\u06cc\u06a9 \u0627\u06c1\u0645 \u062d\u0635\u06c1 \u06c1\u06d2\u06d4 \u062c\u06cc\u0633\u06d2 \u062c\u06cc\u0633\u06d2 \u0646\u0638\u0627\u0645 \u06a9\u06cc \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0628\u0691\u06be\u062a\u06cc \u06c1\u06d2\u060c \u0679\u06cc\u0645\u0648\u06ba \u06a9\u06d2 \u0627\u0646\u062f\u0631 \u0648\u0636\u0627\u062d\u062a \u0632\u06cc\u0627\u062f\u06c1 \u0627\u06c1\u0645 \u06c1\u0648 \u062c\u0627\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>\u062a\u0627\u06c1\u0645\u060c \u06a9\u06cc\u0646\u0648\u0633 \u062c\u06cc\u0633\u06d2 \u0679\u0648\u0644\u0632 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u0634\u0631\u0648\u0639 \u0633\u06d2 \u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645 \u0628\u0646\u0627\u0646\u0627 \u06c1\u0645\u06cc\u0634\u06c1 \u06a9\u0627\u0631\u06af\u0631 \u0646\u06c1\u06cc\u06ba \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u062e\u0648\u0634 \u0642\u0633\u0645\u062a\u06cc \u0633\u06d2\u060c diagram-as-code \u0627\u067e\u0631\u0648\u0686 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645 \u0628\u0646\u0627\u0646\u06d2 \u06a9\u0627 \u0627\u06cc\u06a9 \u0627\u0648\u0631 \u0637\u0631\u06cc\u0642\u06c1 \u06c1\u06d2\u06d4 \u0627\u0633 \u0646\u0642\u0637\u06c1 \u0646\u0638\u0631 \u0645\u06cc\u06ba\u060c \u062e\u0627\u06a9\u06c1 \u06a9\u06d2 \u0627\u062c\u0632\u0627\u0621 \u06a9\u0648 \u0688\u0631\u0627\u0626\u0646\u06af \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2\u060c \u0622\u067e \u0627\u0646 \u06a9\u06cc \u0648\u0636\u0627\u062d\u062a \u06a9\u06d2 \u0644\u06cc\u06d2 \u067e\u06c1\u0644\u06d2 \u0633\u06d2 \u0637\u06d2 \u0634\u062f\u06c1 \u0646\u062d\u0648 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<h2 id=\"heading-table-of-contents\">\u0627\u0646\u0688\u06cc\u06a9\u0633<\/h2>\n<h2 id=\"heading-benefits-of-diagram-as-code\">\u06a9\u0648\u0688 \u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645 \u06a9\u06d2 \u0641\u0648\u0627\u0626\u062f:<\/h2>\n<ul>\n<li>\n<p>\u062a\u0628\u062f\u06cc\u0644\u06cc\u0627\u06ba \u0648\u0631\u0698\u0646 \u06a9\u0646\u0679\u0631\u0648\u0644 \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06d2 \u0679\u0631\u06cc\u06a9 \u06a9\u06cc \u062c\u0627\u062a\u06cc \u06c1\u06cc\u06ba\u06d4<\/p>\n<\/li>\n<li>\n<p>\u0634\u0631\u0648\u0639 \u0633\u06d2 \u0688\u0631\u0627\u0626\u0646\u06af \u0648\u0642\u062a \u0628\u0686\u0627\u062a\u0627 \u06c1\u06d2\u060c \u06cc\u0627 \u062f\u0633\u062a\u06cc \u0641\u0627\u0631\u0645\u06cc\u0679\u0646\u06af \u0679\u0648\u0644 \u0633\u06d2 \u0648\u0642\u062a \u0646\u06a9\u0627\u0644\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<\/li>\n<li>\n<p>\u06a9\u0648\u0688 \u0679\u0648\u0644\u0632 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u0632\u06cc\u0627\u062f\u06c1 \u062a\u0631 \u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645\u0646\u06af \u0645\u0639\u06cc\u0627\u0631\u06cc \u0679\u06a9\u0646\u0627\u0644\u0648\u062c\u06cc \u06a9\u06d2 \u0622\u0626\u06cc\u06a9\u0646\u0632 \u062c\u06cc\u0633\u06d2 \u0688\u06cc\u0679\u0627 \u0628\u06cc\u0633\u060c \u0627\u0633\u0679\u0648\u0631\u06cc\u062c \u0628\u06a9\u0679\u0633\u060c \u0644\u0648\u0688 \u0628\u06cc\u0644\u0646\u0633\u0631\u0632 \u0648\u063a\u06cc\u0631\u06c1 \u06a9\u0648 \u0633\u067e\u0648\u0631\u0679 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<\/li>\n<li>\n<p>\u0622\u067e \u0627\u067e\u0646\u06cc CI\/CD \u067e\u0627\u0626\u067e \u0644\u0627\u0626\u0646 \u06cc\u0627 \u06a9\u0648\u0688 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u062f\u0633\u062a\u0627\u0648\u06cc\u0632 \u06a9\u06cc \u062a\u0639\u0645\u06cc\u0631 \u0633\u06d2 \u062e\u0648\u062f \u0628\u062e\u0648\u062f \u062e\u0627\u06a9\u06d2 \u062a\u06cc\u0627\u0631 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<\/li>\n<\/ul>\n<h2 id=\"heading-prerequisites-and-installation\">\u0634\u0631\u0627\u0626\u0637 \u0627\u0648\u0631 \u062a\u0646\u0635\u06cc\u0628<\/h2>\n<p>\u0627\u0633 \u0679\u06cc\u0648\u0679\u0648\u0631\u06cc\u0644 \u0645\u06cc\u06ba\u060c \u0622\u067e \u0633\u06cc\u06a9\u06be\u06cc\u06ba \u06af\u06d2 \u06a9\u06c1 Python \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645 \u06a9\u06cc\u0633\u06d2 \u0628\u0646\u0627\u0646\u0627 \u06c1\u06d2\u06d4 <strong>\u062e\u0627\u06a9\u06c1<\/strong> \u0644\u0627\u0626\u0628\u0631\u06cc\u0631\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u0634\u0631\u0627\u0626\u0637 \u06cc\u06c1 \u06c1\u06cc\u06ba:<\/p>\n<ul>\n<li>\n<p><strong>Python 3.7+<\/strong><\/p>\n<\/li>\n<li>\n<p><strong>\u0628\u06cc\u062c<\/strong> Python \u067e\u06cc\u06a9\u062c\u0648\u06ba \u06a9\u0648 \u0627\u0646\u0633\u0679\u0627\u0644 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2<\/p>\n<\/li>\n<li>\n<p><strong>\u06af\u0631\u0627\u0641 \u06a9\u0627 \u062a\u0635\u0648\u0631<\/strong> \u0622\u0624\u0679 \u067e\u0679 \u0627\u0645\u06cc\u062c\u0632 \u067e\u06cc\u0634 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0622\u067e\u0631\u06cc\u0679\u0646\u06af \u0633\u0633\u0679\u0645 \u067e\u0631 \u0627\u0646\u0633\u0679\u0627\u0644 \u06a9\u06cc\u0627 \u06af\u06cc\u0627 \u06c1\u06d2\u06d4<\/p>\n<\/li>\n<li>\n<p>\u0627\u0632\u06af\u0631 \u067e\u06cc\u06a9\u062c:<\/p>\n<pre><code class=\"language-bash\">pip install diagrams\n<\/code><\/pre>\n<\/li>\n<li>\n<p>\u0679\u0631\u0645\u06cc\u0646\u0644 \u0627\u0633 \u0637\u0631\u062d \u0641\u0627\u0626\u0644 \u0686\u0644\u0627 \u0631\u06c1\u0627 \u06c1\u06d2:<\/p>\n<pre><code class=\"language-bash\">python diagram.py\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<h2 id=\"heading-what-is-diagrams\">\u062e\u0627\u06a9\u06c1 \u06a9\u06cc\u0627 \u06c1\u06d2\u061f<\/h2>\n<p>\u0688\u0627\u0626\u06cc\u06af\u0631\u0627\u0645 \u0627\u06cc\u06a9 Python \u0644\u0627\u0626\u0628\u0631\u06cc\u0631\u06cc \u06c1\u06d2 \u062c\u0648 \u0622\u067e \u06a9\u0648 Python \u06a9\u0648\u0688 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u06a9\u0644\u0627\u0624\u0688 \u0633\u0633\u0679\u0645 \u0622\u0631\u06a9\u06cc\u0679\u06cc\u06a9\u0686\u0631 \u0628\u0646\u0627\u0646\u06d2 \u06a9\u06cc \u0627\u062c\u0627\u0632\u062a \u062f\u06cc\u062a\u06cc \u06c1\u06d2\u06d4 \u0645\u062a\u0639\u062f\u062f \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u06a9\u0648 \u0633\u067e\u0648\u0631\u0679 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u06cc\u0633\u06d2 Azure\u060c GCP\u060c AWS\u060c \u0648\u063a\u06cc\u0631\u06c1\u06d4<\/p>\n<p>\u0627\u0633 \u0679\u06cc\u0648\u0679\u0648\u0631\u06cc\u0644 \u06a9\u06d2 \u0627\u062e\u062a\u062a\u0627\u0645 \u062a\u06a9 \u0622\u067e \u0633\u0645\u062c\u06be \u062c\u0627\u0626\u06cc\u06ba \u06af\u06d2 \u06a9\u06c1 \u06cc\u06c1 \u062e\u0627\u06a9\u06c1 \u06a9\u06cc\u0633\u06d2 \u0628\u0646\u0627\u06cc\u0627 \u06af\u06cc\u0627 \u062a\u06be\u0627\u06d4<\/p>\n<h2 id=\"heading-your-first-diagram\">\u067e\u06c1\u0644\u0627 \u062e\u0627\u06a9\u06c1<\/h2>\n<p>\u0633\u0628 \u0633\u06d2 \u067e\u06c1\u0644\u06d2\u060c \u06cc\u0642\u06cc\u0646\u06cc \u0628\u0646\u0627\u0626\u06cc\u06ba \u06a9\u06c1 \u062a\u0631\u062a\u06cc\u0628\u0627\u062a \u06a9\u0648 \u0634\u0631\u0627\u0626\u0637 \u06a9\u06d2 \u0645\u0637\u0627\u0628\u0642 \u0645\u06a9\u0645\u0644 \u06a9\u06cc\u0627 \u06af\u06cc\u0627 \u06c1\u06d2. \u067e\u06be\u0631 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u0627\u06cc\u06a9 \u0627\u0632\u06af\u0631 \u0641\u0627\u0626\u0644 \u0628\u0646\u0627\u0626\u06cc\u06ba: <code>.py<\/code> \u0627\u06cc\u06a9\u0633\u0679\u06cc\u0646\u0634\u0646 \u0634\u0627\u0645\u0644 \u06a9\u0631\u06cc\u06ba \u0627\u0648\u0631 \u062f\u0631\u062c \u0630\u06cc\u0644 \u06a9\u0648\u0688 \u0634\u0627\u0645\u0644 \u06a9\u0631\u06cc\u06ba:<\/p>\n<pre><code class=\"language-python\">from diagrams import Diagram\nfrom diagrams.aws.compute import EC2\n\nwith Diagram(\"Practice Architecture\"):\n    EC2(\"api-server\")\n<\/code><\/pre>\n<p>\u0622\u0626\u06cc\u06d2 \u067e\u0631\u0648\u06af\u0631\u0627\u0645 \u06a9\u0648 \u0644\u0627\u0626\u0646 \u0628\u06c1 \u0633\u0637\u0631 \u0633\u0645\u062c\u06be\u06cc\u06ba\u06d4<\/p>\n<p>\u0633\u0628 \u0633\u06d2 \u067e\u06c1\u0644\u06d2\u060c \u0648\u06c1\u0627\u06ba \u062f\u0631\u0622\u0645\u062f\u0627\u062a \u06c1\u06cc\u06ba. <code>Diagram<\/code>:<\/p>\n<pre><code class=\"language-python\">from diagrams import Diagram\n<\/code><\/pre>\n<p>\u0633\u0648\u0686\u0648 <code>Diagram<\/code> \u0627\u06cc\u06a9 \u062e\u0627\u0644\u06cc \u06a9\u06cc\u0646\u0648\u0633 \u06a9\u06cc \u0637\u0631\u062d\u060c \u0622\u067e \u062c\u0648 \u06a9\u0686\u06be \u0628\u06be\u06cc \u06a9\u06be\u06cc\u0646\u0686\u062a\u06d2 \u06c1\u06cc\u06ba \u0648\u06c1 \u0627\u0633 \u0645\u06cc\u06ba \u0686\u0644\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2\u06d4 <code>Diagram<\/code> \u0639\u0627\u0644\u0645\u06cc \u062e\u0627\u06a9\u06c1 \u0633\u06cc\u0627\u0642 \u0648 \u0633\u0628\u0627\u0642 \u06a9\u06cc \u0646\u0645\u0627\u0626\u0646\u062f\u06af\u06cc \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u067e\u06be\u0631 \u0646\u0648\u0688 \u06a9\u06cc \u0642\u0633\u0645 \u062d\u0627\u0635\u0644 \u06a9\u0631\u06cc\u06ba\u06d4 \u06a9\u0648\u0626\u06cc \u0631\u0627\u0633\u062a\u06c1 \u0646\u06c1\u06cc\u06ba <strong>\u0644\u0641\u0638<\/strong> \u0641\u0646 \u062a\u0639\u0645\u06cc\u0631 \u06a9\u06d2 \u0627\u06cc\u06a9 \u062c\u0632\u0648 \u06a9\u06cc \u0646\u0645\u0627\u0626\u0646\u062f\u06af\u06cc \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u0645\u062b\u0627\u0644 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631\u060c ECS\u060c Lambda\u060c Service\u060c \u0627\u0648\u0631 Firewall \u0648\u0633\u0627\u0626\u0644 \u06a9\u06cc \u0627\u0642\u0633\u0627\u0645 \u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-python\">from diagrams.aws.compute import EC2\n<\/code><\/pre>\n<p>\u0646\u0648\u0688 \u0622\u0628\u062c\u06cc\u06a9\u0679 \u062a\u06cc\u0646 \u062d\u0635\u0648\u06ba \u067e\u0631 \u0645\u0634\u062a\u0645\u0644 \u06c1\u06d2: <strong>\u0641\u0631\u0627\u06c1\u0645 \u06a9\u0646\u0646\u062f\u06c1<\/strong>, <strong>\u0648\u0633\u0627\u0626\u0644 \u06a9\u06cc \u0642\u0633\u0645<\/strong>\u0627\u0648\u0631 <strong>\u0646\u0627\u0645<\/strong>. \u0627\u0648\u067e\u0631 \u06a9\u06cc \u0645\u062b\u0627\u0644 \u0645\u06cc\u06ba <code>EC2<\/code> \u0642\u0633\u0645 \u06a9\u06d2 \u0648\u0633\u0627\u0626\u0644 \u06a9\u0627 \u0627\u06cc\u06a9 \u0646\u0648\u0688\u06d4 <code>compute<\/code> \u06cc\u06c1 \u0641\u0631\u0627\u06c1\u0645 \u06a9\u06cc \u062c\u0627\u062a\u06cc \u06c1\u06d2\u06d4 <code>aws<\/code> \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0646\u0646\u062f\u06c1<\/p>\n<p>\u06cc\u06c1 \u06c1\u06d2 <code>EC2<\/code> AWS \u06a9\u0645\u067e\u06cc\u0648\u0679 \u06af\u0631\u0648\u067e \u0645\u06cc\u06ba \u0627\u06cc\u06a9 \u0646\u0648\u0688\u06d4 \u06c1\u0645 \u0627\u0633 \u06a9\u0644\u0627\u0633 \u06a9\u0648 EC2 \u0646\u0648\u0688 \u0628\u0646\u0627\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u06cc\u06ba \u06af\u06d2\u06d4<\/p>\n<p><code>diagrams.aws.compute<\/code>    \u062f\u0631\u0622\u0645\u062f\u06cc \u0631\u0627\u0633\u062a\u06c1 \u06c1\u06d2 \u0627\u0648\u0631 \u0622\u067e \u06a9\u0648 \u0627\u0633 \u06a9\u0627 \u0645\u0642\u0627\u0645 \u0628\u062a\u0627\u062a\u0627 \u06c1\u06d2\u06d4 <code>EC2<\/code> \u0622\u0626\u06cc\u06a9\u0646 \u0648\u0627\u0642\u0639 \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-plaintext\">diagrams\n\u2514\u2500\u2500 aws\n    \u2514\u2500\u2500 compute\n        \u2514\u2500\u2500 EC2\n<\/code><\/pre>\n<p>\u0622\u067e \u06cc\u06c1\u0627\u06ba \u0645\u062e\u062a\u0644\u0641 \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0645\u0632\u06cc\u062f \u0633\u0631\u06a9\u0627\u0631\u06cc \u0646\u0648\u0688 \u06a9\u06cc \u0627\u0642\u0633\u0627\u0645 \u06a9\u0648 \u062a\u0644\u0627\u0634 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0622\u0626\u06cc\u06d2 \u0641\u0631\u0636 \u06a9\u0631\u06cc\u06ba \u06a9\u06c1 \u0622\u067e \u06a9\u0627 \u062e\u0627\u06a9\u06c1 AWS \u06a9\u06d2 \u062a\u062c\u0632\u06cc\u0627\u062a\u06cc \u062c\u0632\u0648 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u0633\u0628 \u0633\u06d2 \u067e\u06c1\u0644\u06d2\u060c \u0627\u0648\u067e\u0631 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06a9\u0631\u062f\u06c1 \u0646\u0648\u0688 \u0627\u0642\u0633\u0627\u0645 \u06a9\u06cc \u0641\u06c1\u0631\u0633\u062a \u0645\u06cc\u06ba \u062a\u062c\u0632\u06cc\u0627\u062a \u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba\u06d4 \u0622\u067e \u06a9\u06cc \u0622\u0645\u062f\u0646\u06cc \u06a9\u0627 \u0628\u06cc\u0627\u0646 \u062f\u0631\u062c \u0630\u06cc\u0644 \u06c1\u06d2: <code>from diagrams.aws.analytics import Analytics<\/code>.<\/p>\n<p>\u067e\u06be\u0631 \u06cc\u06c1 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u0627\u06cc\u06a9 \u062e\u0627\u06a9\u06c1 \u0633\u06cc\u0627\u0642 \u0648 \u0633\u0628\u0627\u0642 \u0628\u0646\u0627\u0626\u06cc\u06ba: <code>with Diagram<\/code>:<\/p>\n<pre><code class=\"language-python\">with Diagram(\"Practice Architecture\"):\n<\/code><\/pre>\n<p>\u0627\u067e\u0646\u06cc \u0645\u062b\u0627\u0644 \u067e\u0631 \u0648\u0627\u067e\u0633 \u062c\u0627\u0626\u06cc\u06ba\u060c \u06c1\u0645 \u0627\u0633 \u0637\u0631\u062d \u0627\u06cc\u06a9 \u062e\u0627\u06a9\u06c1 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u062e\u062a\u0645 \u06a9\u0631\u06cc\u06ba \u06af\u06d2: <code>Practice Architecture<\/code>. \u0633\u0628 \u06a9\u0686\u06be \u0646\u06cc\u0686\u06d2 \u0627\u0646\u0688\u06cc\u0646\u0679 \u06a9\u06cc\u0627 \u06af\u06cc\u0627 \u06c1\u06d2\u06d4 <code>with Diagram<\/code> \u06cc\u06c1 \u0627\u0633 \u062e\u0627\u06a9\u06c1 \u0633\u06d2 \u062a\u0639\u0644\u0642 \u0631\u06a9\u06be\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u0628 \u0627\u06cc\u06a9 \u0646\u0648\u0688 \u0628\u0646\u0627\u0626\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-python\">EC2(\"api-server\")\n<\/code><\/pre>\n<p>\u06cc\u06c1 \u0627\u0633 \u0637\u0631\u062d \u06a9\u06d2 \u0644\u06cc\u0628\u0644 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0627\u06cc\u06a9 EC2 \u0646\u0648\u0688 \u0628\u0646\u0627\u0626\u06d2 \u06af\u0627: <code>api-server<\/code> \u0627\u0633 \u06a9\u06d2 \u0646\u06cc\u0686\u06d2.<\/p>\n<p>\u0627\u0648\u0631 \u0622\u062e\u0631 \u0645\u06cc\u06ba\u060c \u06a9\u0648\u0688 \u06a9\u0648 \u0686\u0644\u0627\u0646\u06d2 \u06a9\u06cc \u06a9\u0648\u0634\u0634 \u06a9\u0631\u06cc\u06ba\u06d4 \u0627\u06af\u0631 \u0622\u067e \u0646\u06d2 \u0627\u067e\u0646\u06cc \u0627\u0632\u06af\u0631 \u06a9\u0648\u0688 \u0641\u0627\u0626\u0644 \u06a9\u0648 \u0627\u0633 \u0637\u0631\u062d \u0645\u062d\u0641\u0648\u0638 \u06a9\u06cc\u0627 \u06c1\u06d2: <code>test.py<\/code>\u0627\u0633\u06d2 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u0686\u0644\u0627\u0626\u06cc\u06ba: <code>python test.py<\/code>. \u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645 \u0645\u0648\u062c\u0648\u062f\u06c1 \u0641\u0648\u0644\u0688\u0631 \u0645\u06cc\u06ba \u062a\u0635\u0648\u06cc\u0631\u06cc \u0641\u0627\u0626\u0644\u06cc\u06ba \u0628\u0646\u0627\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/10\/1791482505_576_\u0627\u0632\u06af\u0631-\u06a9\u0627-\u0627\u0633\u062a\u0639\u0645\u0627\u0644-\u06a9\u0631\u062a\u06d2-\u06c1\u0648\u0626\u06d2-\u0633\u0633\u0679\u0645-\u0688\u06cc\u0632\u0627\u0626\u0646-\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u06cc\u0633\u06d2-\u0628\u0646\u0627\u06cc\u0627.png\" alt=\"\u0646\u0648\u0688\u0633 \u0622\u0628\u062c\u06cc\u06a9\u0679 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u0627\u06cc\u06a9 \u0646\u0648\u0688 \u06a9\u06cc \u0645\u062b\u0627\u0644\" style=\"display: block;\" width=\"600\" height=\"400\" loading=\"lazy\" title=\"\"><\/p>\n<p>\u0645\u062e\u062a\u0635\u0631 \u0645\u06cc\u06ba\u060c \u0639\u0645\u0644 \u0645\u0646\u062f\u0631\u062c\u06c1 \u0630\u06cc\u0644 \u06c1\u06d2:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/10\/1791482505_427_\u0627\u0632\u06af\u0631-\u06a9\u0627-\u0627\u0633\u062a\u0639\u0645\u0627\u0644-\u06a9\u0631\u062a\u06d2-\u06c1\u0648\u0626\u06d2-\u0633\u0633\u0679\u0645-\u0688\u06cc\u0632\u0627\u0626\u0646-\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u06cc\u0633\u06d2-\u0628\u0646\u0627\u06cc\u0627.png\" alt=\"Diagrams \u0644\u0627\u0626\u0628\u0631\u06cc\u0631\u06cc \u0627\u0648\u0631 Graphviz \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0646\u0627\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0639\u0645\u0644 \u06a9\u0627 \u0628\u06c1\u0627\u0624\" style=\"display: block;\" width=\"600\" height=\"400\" loading=\"lazy\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06c1 \u06a9\u0631\u0645 \u0646\u0648\u0679 \u06a9\u0631\u06cc\u06ba \u06a9\u06c1 \u06c1\u0645 \u0628\u0646\u06cc\u0627\u062f\u06cc \u0688\u06be\u0627\u0646\u0686\u06d2 \u06a9\u0648 \u062f\u0633\u062a\u06cc \u0637\u0648\u0631 \u067e\u0631 \u0688\u0631\u0627\u0626\u0646\u06af \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2 \u0628\u06cc\u0627\u0646 \u06a9\u0631 \u0631\u06c1\u06d2 \u06c1\u06cc\u06ba\u06d4 \u0645\u06cc\u06ba \u0634\u0628\u06cc\u06c1\u06cc\u06ba \u0628\u0646\u0627\u0646\u06d2 \u0627\u0648\u0631 \u062a\u0631\u062a\u06cc\u0628 \u062f\u06cc\u0646\u06d2 \u06a9\u06d2 \u0628\u0627\u0631\u06d2 \u0645\u06cc\u06ba \u0646\u06c1\u06cc\u06ba \u0633\u0648\u0686\u062a\u0627\u06d4 \u0627\u0633 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2\u060c \u0622\u067e \u06a9\u0648 \u0635\u0631\u0641 \u06a9\u0648\u0688 \u06a9\u0631\u0646\u0627 \u06c1\u06d2\u06d4 <code>EC2(\"api-server\")<\/code> \u062e\u0627\u06a9\u06c1 \u0627\u0633 \u0628\u0627\u062a \u06a9\u0627 \u062a\u0639\u06cc\u0646 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u0627\u0633\u06d2 \u06a9\u06cc\u0633\u06d2 \u067e\u06cc\u0634 \u06a9\u06cc\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u062f\u0648 EC2 \u0645\u062b\u0627\u0644\u0648\u06ba \u06a9\u0648 \u0634\u0627\u0645\u0644 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06c1\u0645 \u0627\u0648\u067e\u0631 \u06a9\u06cc \u0645\u062b\u0627\u0644 \u06a9\u0648 \u0642\u062f\u0631\u06d2 \u0628\u0691\u06be\u0627 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-plaintext\">from diagrams import Diagram\nfrom diagrams.aws.compute import EC2\n\nwith Diagram(\"Practice Architecture\"):\n    EC2(\"api-server\")\n    EC2(\"worker\")\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/10\/1791482505_379_\u0627\u0632\u06af\u0631-\u06a9\u0627-\u0627\u0633\u062a\u0639\u0645\u0627\u0644-\u06a9\u0631\u062a\u06d2-\u06c1\u0648\u0626\u06d2-\u0633\u0633\u0679\u0645-\u0688\u06cc\u0632\u0627\u0626\u0646-\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u06cc\u0633\u06d2-\u0628\u0646\u0627\u06cc\u0627.png\" alt=\"\u0646\u0648\u0688\u0633 \u0622\u0628\u062c\u06cc\u06a9\u0679 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u062f\u0648 \u0646\u0648\u0688\u0633 \u06a9\u06cc \u0645\u062b\u0627\u0644\" style=\"display: block;\" width=\"600\" height=\"400\" loading=\"lazy\" title=\"\"><\/p>\n<p>\u0622\u067e \u0645\u062a\u063a\u06cc\u0631\u0627\u062a \u06a9\u0648 \u0646\u0648\u0688 \u0645\u062b\u0627\u0644\u06cc\u06ba \u062a\u0641\u0648\u06cc\u0636 \u06a9\u0631\u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u0627\u0633 \u0637\u0631\u062d \u0622\u067e \u0622\u0633\u0627\u0646\u06cc \u0633\u06d2 \u0627\u0633 \u06a9\u0627 \u062d\u0648\u0627\u0644\u06c1 \u062f\u06d2 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0630\u06cc\u0644 \u06a9\u06cc \u0645\u062b\u0627\u0644 \u0645\u062a\u063a\u06cc\u0631 \u062a\u0641\u0648\u06cc\u0636 \u06a9\u0648 \u0638\u0627\u06c1\u0631 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-python\">from diagrams import Diagram\nfrom diagrams.aws.compute import EC2\n\nwith Diagram(\"Practice Architecture\"):\n    api_server = EC2(\"api-server\")\n    worker = EC2(\"worker\")\n<\/code><\/pre>\n<h2 id=\"heading-how-to-connect-nodes-and-data-flow\">\u0646\u0648\u0688\u0633 \u0627\u0648\u0631 \u0688\u06cc\u0679\u0627 \u0641\u0644\u0648\u0632 \u06a9\u0648 \u06a9\u06cc\u0633\u06d2 \u062c\u0648\u0691\u06cc\u06ba\u06d4<\/h2>\n<p>\u0622\u067e \u0646\u06d2 \u0646\u0648\u0688 \u0628\u0646\u0627\u0646\u06d2 \u06a9\u0627 \u0637\u0631\u06cc\u0642\u06c1 \u0633\u06cc\u06a9\u06be\u0627\u06d4 \u0627\u0628 \u062f\u06cc\u06a9\u06be\u062a\u06d2 \u06c1\u06cc\u06ba \u06a9\u06c1 \u062c\u0691\u0646\u06d2 \u06a9\u0627 \u0637\u0631\u06cc\u0642\u06c1\u06d4<\/p>\n<p>\u0633\u0645\u062a \u062f\u0631\u062c \u0630\u06cc\u0644 \u0639\u0644\u0627\u0645\u062a\u0648\u06ba \u0633\u06d2 \u0638\u0627\u06c1\u0631 \u06c1\u0648\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<ul>\n<li>\n<p><code>>><\/code>    \u0628\u0627\u0626\u06cc\u06ba \u0633\u06d2 \u062f\u0627\u0626\u06cc\u06ba \u0628\u06c1\u0627\u0624<\/p>\n<\/li>\n<li>\n<p><code><<<\/code>    \u0645\u062e\u0627\u0644\u0641 \u0633\u0645\u062a (\u062f\u0627\u0626\u06cc\u06ba \u0633\u06d2 \u0628\u0627\u0626\u06cc\u06ba)<\/p>\n<\/li>\n<li>\n<p><code>-<\/code>    \u063a\u06cc\u0631 \u06c1\u062f\u0627\u06cc\u062a \u06a9\u0646\u06a9\u0634\u0646 \u06a9\u06d2 \u0644\u06cc\u06d2<\/p>\n<\/li>\n<\/ul>\n<p>\u0622\u0626\u06cc\u06d2 \u0645\u0644 \u06a9\u0631 \u0627\u0633 \u06a9\u06cc \u0627\u06cc\u06a9 \u0645\u062b\u0627\u0644 \u062f\u06cc\u06a9\u06be\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-python\">from diagrams import Diagram\nfrom diagrams.aws.compute import EC2\nfrom diagrams.aws.database import RDS\nfrom diagrams.aws.network import ELB\n\nwith Diagram(\"The three directions\"):\n    load_balancer = ELB(\"load-balancer\")\n    web_server = EC2(\"web-server\")\n    database = RDS(\"database\")\n    backup_server = EC2(\"backup-server\")\n\n    load_balancer >> web_server\n    web_server << database\n    database - backup_server\n<\/code><\/pre>\n<p>\u0646\u0648\u0688\u0633 \u06a9\u06d2 \u062f\u0631\u0645\u06cc\u0627\u0646 \u0631\u0627\u0628\u0637\u0648\u06ba \u067e\u0631 \u062a\u0648\u062c\u06c1 \u062f\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-py\"># Connects load balancer to web server with a left to right arrow\nload_balancer >> web_server\n    \n# Connects web server and database using a right to left arrow\nweb_server << database\n\n# connects database and web server using a straight line\ndatabase - backup_server\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/10\/1791482506_289_\u0627\u0632\u06af\u0631-\u06a9\u0627-\u0627\u0633\u062a\u0639\u0645\u0627\u0644-\u06a9\u0631\u062a\u06d2-\u06c1\u0648\u0626\u06d2-\u0633\u0633\u0679\u0645-\u0688\u06cc\u0632\u0627\u0626\u0646-\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u06cc\u0633\u06d2-\u0628\u0646\u0627\u06cc\u0627.png\" alt=\"\u0646\u0648\u0688\u0633 \u06a9\u0648 \u062a\u06cc\u0646 \u0637\u0631\u06cc\u0642\u0648\u06ba \u0633\u06d2 \u062c\u0648\u0691\u06cc\u06ba: \u0628\u0627\u0626\u06cc\u06ba \u0633\u06d2 \u062f\u0627\u0626\u06cc\u06ba \u062a\u06cc\u0631\u060c \u062f\u0627\u0626\u06cc\u06ba \u0633\u06d2 \u0628\u0627\u0626\u06cc\u06ba \u062a\u06cc\u0631\u060c \u0627\u0648\u0631 \u063a\u06cc\u0631 \u06c1\u062f\u0627\u06cc\u062a \u0634\u062f\u06c1 \u06a9\u0646\u06a9\u0634\u0646\u06d4\" style=\"display: block;\" width=\"600\" height=\"400\" loading=\"lazy\" title=\"\"><\/p>\n<h2 id=\"heading-grouping-data-flows\">\u0688\u06cc\u0679\u0627 \u0641\u0644\u0648 \u06af\u0631\u0648\u067e\u0646\u06af<\/h2>\n<p>\u0622\u067e \u0627\u06cc\u06a9 \u0646\u0648\u0688 \u06a9\u0648 \u0645\u062a\u0639\u062f\u062f \u0646\u0648\u0688\u0633 \u0633\u06d2 \u062c\u0648\u0691\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u0632\u06af\u0631 \u06a9\u06cc \u0641\u06c1\u0631\u0633\u062a\u06cc\u06ba \u0628\u06be\u06cc \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u06cc\u06c1 \u0627\u0646\u0641\u0631\u0627\u062f\u06cc \u0646\u0648\u0688\u0633 \u06a9\u0648 \u0627\u06cc\u06a9 \u0627\u06cc\u06a9 \u06a9\u0631\u06a9\u06d2 \u062f\u0648\u0633\u0631\u06d2 \u0646\u0648\u0688\u0633 \u0633\u06d2 \u062c\u0648\u0691\u0646\u06d2 \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06a9\u0648 \u062e\u062a\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u0622\u0626\u06cc\u06d2 \u0641\u0631\u0636 \u06a9\u0631\u06cc\u06ba \u06a9\u06c1 \u0622\u067e \u062f\u0631\u062c \u0630\u06cc\u0644 \u0641\u0646 \u062a\u0639\u0645\u06cc\u0631 \u06a9\u0648 \u0646\u0627\u0641\u0630 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-plaintext\">                    \u250c\u2500\u2500\u25ba web-1 \u2500\u2500\u2500\u2510\nload-balancer \u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u25ba web-2 \u2500\u2500\u2500\u253c\u2500\u2500\u25ba database\n                    \u2514\u2500\u2500\u25ba web-3 \u2500\u2500\u2500\u2518\n<\/code><\/pre>\n<p>\u0633\u0628 \u0633\u06d2 \u067e\u06c1\u0644\u06d2\u060c \u0644\u0648\u0688 \u0628\u06cc\u0644\u0646\u0633\u0631 \u0628\u0646\u0627\u0626\u06cc\u06ba.<\/p>\n<pre><code class=\"language-python\">load_balancer = ELB(\"entry-point\")\n<\/code><\/pre>\n<p>\u067e\u06be\u0631 \u0645\u062a\u0639\u062f\u062f \u0633\u0631\u0648\u0631\u0632 \u0628\u0646\u0627\u0626\u06cc\u06ba\u06d4 \u0627\u0633 \u0637\u0631\u062d \u062a\u06cc\u0646 \u0627\u0644\u06af \u0627\u0644\u06af \u0645\u062a\u063a\u06cc\u0631 \u0628\u0646\u0627\u0646\u06d2 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2:<\/p>\n<pre><code class=\"language-python\">server1 = EC2(\"web-1\")\nserver2 = EC2(\"web-2\")\nserver3 = EC2(\"web-3\")\n<\/code><\/pre>\n<p>\u0622\u067e \u0627\u0633\u06d2 \u0627\u0632\u06af\u0631 \u06a9\u06cc \u0641\u06c1\u0631\u0633\u062a \u0645\u06cc\u06ba \u0688\u0627\u0644 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-python\">web_servers = [\n    EC2(\"web-1\"),\n    EC2(\"web-2\"),\n    EC2(\"web-3\")\n]\n<\/code><\/pre>\n<p>\u067e\u06be\u0631 LB \u0646\u0648\u0688 \u06a9\u0648 listload_balancer >> web_servers \u0633\u06d2 \u062c\u0648\u0691\u06cc\u06ba<\/p>\n<pre><code class=\"language-py\">load_balancer >> web_servers\n<\/code><\/pre>\n<p>\u0627\u0633 \u0637\u0631\u062d \u0622\u067e \u06a9\u0648 \u062f\u0633\u062a\u06cc \u0637\u0648\u0631 \u067e\u0631 \u0644\u06a9\u06be\u0646\u06d2 \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u0646\u06c1\u06cc\u06ba \u06c1\u06d2:<\/p>\n<pre><code class=\"language-py\">load_balancer >> web_servers[0]\nload_balancer >> web_servers[1]\nload_balancer >> web_servers[2]\n<\/code><\/pre>\n<p>\u0627\u0628 \u06c1\u0645 \u067e\u0648\u0631\u06cc \u0641\u06c1\u0631\u0633\u062a \u06a9\u0648 \u0688\u06cc\u0679\u0627 \u0628\u06cc\u0633 \u0633\u06d2 \u062c\u0648\u0691\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-py\">web_servers >> database\n<\/code><\/pre>\n<p>\u06cc\u06c1 \u0646\u0642\u0637\u06c1 \u0646\u0638\u0631 \u06a9\u0648\u0688 \u06a9\u06cc \u0641\u0627\u0644\u062a\u0648 \u067e\u0646 \u06a9\u0648 \u06a9\u0645 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0645\u0641\u06cc\u062f \u06c1\u06d2\u06d4 \u06cc\u06c1 \u062f\u06c1\u0631\u0627\u0626\u06d2 \u062c\u0627\u0646\u06d2 \u0648\u0627\u0644\u06d2 \u0627\u062c\u0632\u0627\u0621 \u06a9\u0648 \u0646\u0634\u0627\u0646\u06c1 \u0628\u0646\u0627\u0646\u06d2 \u0645\u06cc\u06ba \u0645\u062f\u062f \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u06cc\u0633\u06d2 \u06a9\u06c1 \u0645\u062a\u0639\u062f\u062f \u067e\u0648\u0688\u0632\u060c \u0648\u0631\u06a9\u0631\u0632 \u0648\u063a\u06cc\u0631\u06c1\u06d4<\/p>\n<p>\u0645\u06a9\u0645\u0644 \u06a9\u0648\u0688 \u0630\u06cc\u0644 \u0645\u06cc\u06ba \u06c1\u06d2:<\/p>\n<pre><code class=\"language-py\">from diagrams import Diagram\nfrom diagrams.aws.compute import EC2\nfrom diagrams.aws.database import RDS\nfrom diagrams.aws.network import ELB\n\nwith Diagram(\"Scaled Web App\"):\n    load_balancer = ELB(\"entry-point\")\n\n    web_servers = [\n        EC2(\"web-1\"),\n        EC2(\"web-2\"),\n        EC2(\"web-3\")\n    ]\n\n    database = RDS(\"orders-db\")\n\n    load_balancer >> web_servers >> database\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/10\/1791482506_887_\u0627\u0632\u06af\u0631-\u06a9\u0627-\u0627\u0633\u062a\u0639\u0645\u0627\u0644-\u06a9\u0631\u062a\u06d2-\u06c1\u0648\u0626\u06d2-\u0633\u0633\u0679\u0645-\u0688\u06cc\u0632\u0627\u0626\u0646-\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u06cc\u0633\u06d2-\u0628\u0646\u0627\u06cc\u0627.png\" alt=\"\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645 \u0627\u06cc\u06a9 \u0644\u0648\u0688 \u0628\u06cc\u0644\u0646\u0633\u0631 \u062f\u06a9\u06be\u0627 \u0631\u06c1\u0627 \u06c1\u06d2 \u062c\u0648 \u062a\u06cc\u0646 \u0648\u06cc\u0628 \u0633\u0631\u0648\u0631\u0632 \u0633\u06d2 \u0645\u0646\u0633\u0644\u06a9 \u06c1\u06d2 \u062c\u0648 \u0627\u06cc\u06a9 \u0688\u06cc\u0679\u0627 \u0628\u06cc\u0633 \u0633\u06d2 \u062c\u0691\u06d2 \u06c1\u0648\u0626\u06d2 \u06c1\u06cc\u06ba\u06d4\" style=\"display: block;\" width=\"600\" height=\"400\" loading=\"lazy\" title=\"\"><\/p>\n<h2 id=\"heading-clusters\">\u06a9\u0644\u0633\u0679\u0631<\/h2>\n<p>\u06a9\u0644\u0633\u0679\u0631\u0632 \u0622\u067e \u06a9\u0648 \u0644\u06cc\u0628\u0644 \u0648\u0627\u0644\u06d2 \u062e\u0627\u0646\u0648\u06ba \u06a9\u06d2 \u0627\u0646\u062f\u0631 \u0645\u062a\u0639\u0644\u0642\u06c1 \u0646\u0648\u0688\u0633 \u06a9\u0648 \u06af\u0631\u0648\u067e \u06a9\u0631\u0646\u06d2 \u06a9\u06cc \u0627\u062c\u0627\u0632\u062a \u062f\u06cc\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u06a9\u0644\u0633\u0679\u0631 \u06a9\u06d2 \u0627\u0646\u062f\u0631 \u0646\u0648\u0688\u0633 \u0627\u0628 \u0628\u06be\u06cc \u0628\u06cc\u0631\u0648\u0646\u06cc \u0646\u0648\u0688\u0633 \u0633\u06d2 \u062c\u0691 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0686\u06cc\u0632\u0648\u06ba \u06a9\u0648 \u0622\u067e\u0633 \u0645\u06cc\u06ba \u0645\u0646\u0633\u0644\u06a9 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06af\u0631\u0648\u067e \u0628\u0646\u062f\u06cc \u0636\u0631\u0648\u0631\u06cc \u06c1\u06d2\u06d4 \u06cc\u06c1 \u062a\u0635\u0648\u0631\u0627\u062a \u06a9\u06d2 \u0627\u0638\u06c1\u0627\u0631 \u0645\u06cc\u06ba \u0645\u062f\u062f \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u06cc\u0633\u06d2:<\/p>\n<ul>\n<li>\n<p>\u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u06cc \u067e\u0631\u062a<\/p>\n<\/li>\n<li>\n<p>\u0688\u06cc\u0679\u0627 \u0628\u06cc\u0633 \u067e\u0631\u062a<\/p>\n<\/li>\n<li>\n<p>\u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0632\u0648\u0646<\/p>\n<\/li>\n<li>\n<p>\u0639\u0644\u0627\u0642\u06c1<\/p>\n<\/li>\n<li>\n<p>\u0645\u0627\u062d\u0648\u0644<\/p>\n<\/li>\n<li>\n<p>\u0645\u0627\u0626\u06cc\u06a9\u0631\u0648 \u0633\u0631\u0648\u0633 \u06af\u0631\u0648\u067e<\/p>\n<\/li>\n<li>\n<p>\u06a9\u0627\u0631\u06a9\u0646\u0648\u06ba \u06a9\u06d2 \u06af\u0631\u0648\u067e<\/p>\n<\/li>\n<\/ul>\n<p>\u06a9\u0644\u0633\u0679\u0631 \u0628\u0646\u0627\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0646\u062d\u0648 \u06c1\u06d2:<\/p>\n<pre><code class=\"language-plaintext\">with Cluster(\"Cluster name\"):\n<\/code><\/pre>\n<p>\u0627\u0633 \u06a9\u06d2 \u0646\u06cc\u0686\u06d2 \u062f\u06cc\u06d2 \u06af\u0626\u06d2 \u0622\u0626\u0679\u0645\u0632 \u06a9\u0644\u0633\u0679\u0631 \u06a9\u0627 \u062d\u0635\u06c1 \u0628\u0646 \u062c\u0627\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u06cc\u06c1\u0627\u06ba \u0627\u06cc\u06a9 \u0645\u062b\u0627\u0644 \u06c1\u06d2 \u062c\u0648 \u06a9\u0644\u0633\u0679\u0631 \u062f\u06a9\u06be\u0627 \u0631\u06c1\u06cc \u06c1\u06d2:<\/p>\n<pre><code class=\"language-python\">from diagrams import Diagram, Cluster\nfrom diagrams.aws.compute import EC2\nfrom diagrams.aws.database import RDS\n\nwith Diagram(\"Shop Platform\"):\n    with Cluster(\"Application Tier\"):\n        apps = [\n            EC2(\"app-1\"),\n            EC2(\"app-2\")\n        ]\n\n    with Cluster(\"Database Tier\"):\n        primary_db = RDS(\"primary-db\")\n        replica_db = RDS(\"read-replica\")\n\n    apps >> primary_db\n    primary_db - replica_db\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/10\/1791482506_850_\u0627\u0632\u06af\u0631-\u06a9\u0627-\u0627\u0633\u062a\u0639\u0645\u0627\u0644-\u06a9\u0631\u062a\u06d2-\u06c1\u0648\u0626\u06d2-\u0633\u0633\u0679\u0645-\u0688\u06cc\u0632\u0627\u0626\u0646-\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u06cc\u0633\u06d2-\u0628\u0646\u0627\u06cc\u0627.png\" alt=\"\u062f\u0648 \u0645\u062e\u062a\u0644\u0641 \u06a9\u0644\u0633\u0679\u0631\u0632 \u06a9\u0648 \u062c\u0648\u0691\u0646\u06d2 \u06a9\u06cc \u0645\u062b\u0627\u0644\" style=\"display: block;\" width=\"600\" height=\"400\" loading=\"lazy\" title=\"\"><\/p>\n<p>\u0622\u067e \u0645\u0646\u062f\u0631\u062c\u06c1 \u0630\u06cc\u0644 \u0646\u062d\u0648 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u06af\u06be\u0648\u06ba\u0633\u0644\u0627 \u06a9\u0644\u0633\u0679\u0631 \u0628\u06be\u06cc \u0628\u0646\u0627 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-plaintext\">with Cluster(\"Production\"):\n\n    with Cluster(\"Backend\"):\n\n        with Cluster(\"API\"):\n            ...\n<\/code><\/pre>\n<p>\u0622\u0626\u06cc\u06d2 \u0627\u0648\u0648\u0631 \u0644\u06cc\u067e\u0646\u06af \u06a9\u0644\u0633\u0679\u0631\u0632 \u06a9\u06cc \u0627\u06cc\u06a9 \u0632\u06cc\u0627\u062f\u06c1 \u062d\u0642\u06cc\u0642\u062a \u067e\u0633\u0646\u062f\u0627\u0646\u06c1 \u0645\u062b\u0627\u0644 \u062f\u06cc\u06a9\u06be\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-python\">from diagrams import Diagram, Cluster\nfrom diagrams.aws.compute import EC2\nfrom diagrams.aws.database import RDS\n\nwith Diagram(\"Production Platform\"):\n\n    with Cluster(\"Production Region\"):\n\n        with Cluster(\"Application Tier\"):\n\n            with Cluster(\"API Servers\"):\n                api1 = EC2(\"api-1\")\n                api2 = EC2(\"api-2\")\n\n        database = RDS(\"main-db\")\n\n        api1 >> database\n        api2 >> database\n<\/code><\/pre>\n<p>\u06cc\u06c1 \u0645\u062b\u0627\u0644 \u062f\u06a9\u06be\u0627\u062a\u06cc \u06c1\u06d2: <code>Production Platform<\/code> \u0628\u0634\u0645\u0648\u0644 <code>Production Region<\/code>\u06cc\u06c1\u0627\u06ba <code>Application Tier<\/code>. \u06a9\u06c1 <code>Application Tier<\/code> \u062f\u0648 \u0645\u0632\u06cc\u062f API \u0633\u0631\u0648\u0631\u0632 \u06a9\u0648 \u06af\u0631\u0648\u067e \u06a9\u0631\u06cc\u06ba\u06d4 \u0627\u06cc\u06a9 \u0639\u0644\u06cc\u062d\u062f\u06c1 RDS \u0688\u06cc\u0679\u0627 \u0628\u06cc\u0633 \u067e\u0631\u0648\u0688\u06a9\u0634\u0646 \u06a9\u06d2 \u0639\u0644\u0627\u0642\u06d2 \u0645\u06cc\u06ba \u0648\u0627\u0642\u0639 \u06c1\u06d2 \u0627\u0648\u0631 \u062f\u0648\u0646\u0648\u06ba API \u0633\u0631\u0648\u0631 \u0627\u0633 \u0633\u06d2 \u062c\u0691\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0622\u067e \u06a9\u0644\u0633\u0679\u0631\u0632 \u06a9\u0648 \u0627\u06cc\u06a9 \u0633\u0627\u062a\u06be \u0627\u0646\u0688\u06cc\u0646\u0679 \u06a9\u0631 \u06a9\u06d2 \u06af\u06be\u0648\u06ba\u0633\u0644\u0627 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u0630\u06cc\u0644 \u0645\u06cc\u06ba \u06a9\u0648\u0688 \u06a9\u0627 \u0679\u06a9\u0691\u0627 \u062f\u06cc\u06a9\u06be\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-plaintext\">with Cluster(\"Production Region\"):\n\n        with Cluster(\"Application Tier\"):\n\n            with Cluster(\"API Servers\"):\n                api1 = EC2(\"api-1\")\n                api2 = EC2(\"api-2\")\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/10\/1791482506_336_\u0627\u0632\u06af\u0631-\u06a9\u0627-\u0627\u0633\u062a\u0639\u0645\u0627\u0644-\u06a9\u0631\u062a\u06d2-\u06c1\u0648\u0626\u06d2-\u0633\u0633\u0679\u0645-\u0688\u06cc\u0632\u0627\u0626\u0646-\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u06cc\u0633\u06d2-\u0628\u0646\u0627\u06cc\u0627.png\" alt=\"\u06a9\u0644\u0633\u0679\u0631 \u06af\u06be\u0648\u0646\u0633\u0644\u06d2 \u06a9\u06cc \u0645\u062b\u0627\u0644\" style=\"display: block;\" width=\"600\" height=\"400\" loading=\"lazy\" title=\"\"><\/p>\n<h2 id=\"heading-edges\">\u06a9\u0646\u0627\u0631\u06d2<\/h2>\n<p>\u06a9\u0646\u0627\u0631\u06d2 \u0646\u0648\u0688\u0633 \u06a9\u0648 \u062c\u0648\u0691\u0646\u06d2 \u06a9\u0627 \u0627\u06cc\u06a9 \u0627\u0648\u0631 \u0637\u0631\u06cc\u0642\u06c1 \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u062c\u0646\u0631\u0644 \u06a9\u06d2 \u0628\u0631\u0639\u06a9\u0633 <code>>><\/code> \u06cc\u0627 <code><<<\/code>\u06a9\u0646\u0627\u0631\u06d2 \u0622\u067e \u06a9\u0648 \u062e\u0635\u0648\u0635\u06cc\u0627\u062a \u0634\u0627\u0645\u0644 \u06a9\u0631\u0646\u06d2 \u06a9\u06cc \u0627\u062c\u0627\u0632\u062a \u062f\u06cc\u062a\u06d2 \u06c1\u06cc\u06ba \u062c\u06cc\u0633\u06d2 \u0644\u06cc\u0628\u0644\u060c \u0631\u0646\u06af\u060c \u0627\u0648\u0631 \u0633\u0679\u0627\u0626\u0644\u06d4<\/p>\n<p>\u0645\u06cc\u06ba \u0646\u06d2 \u067e\u06c1\u0644\u06d2 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u06cc\u0627:<\/p>\n<pre><code class=\"language-python\">from diagrams import Diagram\n<\/code><\/pre>\n<p>\u06a9\u0648\u0646\u06d2 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2\u060c \u0634\u0627\u0645\u0644 \u06a9\u0631\u06cc\u06ba:<\/p>\n<pre><code class=\"language-python\">from diagrams import Diagram, Edge\n<\/code><\/pre>\n<p>\u0627\u0628\u06be\u06cc \u062c\u0691\u06cc\u06ba\u06d4 <code>app<\/code> \u06a9\u0648 <code>database<\/code> \u06a9\u0648\u0646\u0648\u06ba \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u06cc\u06ba:<\/p>\n<pre><code class=\"language-python\"># Labeling an edge\napp >> Edge(label=\"SQL queries\") >> database\n<\/code><\/pre>\n<p>\u06cc\u06c1 \u062c\u0648\u0691\u062a\u0627 \u06c1\u06d2\u06d4 <code>app<\/code> \u06a9\u0648 <code>database<\/code> \u0644\u06cc\u0628\u0644 \u0634\u062f\u06c1 \u06a9\u0646\u0627\u0631\u0648\u06ba \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 <code>\"SQL queries\"<\/code>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/10\/1791482506_505_\u0627\u0632\u06af\u0631-\u06a9\u0627-\u0627\u0633\u062a\u0639\u0645\u0627\u0644-\u06a9\u0631\u062a\u06d2-\u06c1\u0648\u0626\u06d2-\u0633\u0633\u0679\u0645-\u0688\u06cc\u0632\u0627\u0626\u0646-\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u06cc\u0633\u06d2-\u0628\u0646\u0627\u06cc\u0627.png\" alt=\"\u062f\u0648 \u0646\u0648\u0688\u0633 \u06a9\u0648 \u062c\u0648\u0691\u0646\u06d2 \u0648\u0627\u0644\u06d2 \u06a9\u0646\u0627\u0631\u06d2 \u067e\u0631 \u0644\u06cc\u0628\u0644 \u0644\u06af\u0627\u0626\u06cc\u06ba\u06d4\" style=\"display: block;\" width=\"600\" height=\"400\" loading=\"lazy\" title=\"\"><\/p>\n<p>\u0622\u067e \u06a9\u0646\u0627\u0631\u06d2 \u06a9\u06d2 \u0631\u0646\u06af \u06a9\u0648 \u0628\u06be\u06cc \u0627\u067e\u0646\u06cc \u0645\u0631\u0636\u06cc \u06a9\u06d2 \u0645\u0637\u0627\u0628\u0642 \u0628\u0646\u0627 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-python\">app >> Edge(label=\"SQL\", color=\"red\") >> database\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/10\/1791482507_987_\u0627\u0632\u06af\u0631-\u06a9\u0627-\u0627\u0633\u062a\u0639\u0645\u0627\u0644-\u06a9\u0631\u062a\u06d2-\u06c1\u0648\u0626\u06d2-\u0633\u0633\u0679\u0645-\u0688\u06cc\u0632\u0627\u0626\u0646-\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u06cc\u0633\u06d2-\u0628\u0646\u0627\u06cc\u0627.png\" alt=\"\u06a9\u0646\u0627\u0631\u0648\u06ba \u06a9\u0648 \u0633\u0631\u062e \u0631\u0646\u06af \u062f\u06cc\u06ba\u06d4\" style=\"display: block;\" width=\"600\" height=\"400\" loading=\"lazy\" title=\"\"><\/p>\n<p>\u0622\u067e \u0644\u0627\u0626\u0646 \u0633\u0679\u0627\u0626\u0644 \u0645\u06cc\u06ba \u0628\u06be\u06cc \u062a\u0631\u0645\u06cc\u0645 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-plaintext\">app >> Edge(style=\"dashed\") >> database\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/10\/1791482507_177_\u0627\u0632\u06af\u0631-\u06a9\u0627-\u0627\u0633\u062a\u0639\u0645\u0627\u0644-\u06a9\u0631\u062a\u06d2-\u06c1\u0648\u0626\u06d2-\u0633\u0633\u0679\u0645-\u0688\u06cc\u0632\u0627\u0626\u0646-\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u06cc\u0633\u06d2-\u0628\u0646\u0627\u06cc\u0627.png\" alt=\"\u062f\u0648 \u0646\u0648\u0688\u0633 \u06a9\u0648 \u062c\u0648\u0691\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0688\u0627\u0679\u0688 \u0644\u0627\u0626\u0646 \u0627\u0633\u0679\u0627\u0626\u0644 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u06cc\u06ba\u06d4\" style=\"display: block;\" width=\"600\" height=\"400\" loading=\"lazy\" title=\"\"><\/p>\n<p>\u062f\u06cc\u06af\u0631 \u062f\u0633\u062a\u06cc\u0627\u0628 \u0627\u06cc\u062c \u0627\u0633\u0679\u0627\u0626\u0644 \u0645\u06cc\u06ba \u0634\u0627\u0645\u0644 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-plaintext\">Edge(style=\"dotted\")\nEdge(style=\"bold\")\n<\/code><\/pre>\n<p>\u0630\u06cc\u0644 \u06a9\u06cc \u0645\u062b\u0627\u0644 \u0627\u06cc\u06a9 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u06a9\u0646\u0627\u0631\u06d2 \u06a9\u06cc \u0637\u0631\u0632\u0648\u06ba \u06a9\u0648 \u06cc\u06a9\u062c\u0627 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-python\">from diagrams import Diagram, Edge\nfrom diagrams.aws.compute import EC2\nfrom diagrams.aws.database import RDS\n\nwith Diagram(\"Payment Service\"):\n    api = EC2(\"payment-api\")\n    database = RDS(\"payments-db\")\n\n    api >> Edge(\n        label=\"payment records\",\n        color=\"darkgreen\",\n        style=\"dashed\"\n    ) >> database\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/10\/1791482507_118_\u0627\u0632\u06af\u0631-\u06a9\u0627-\u0627\u0633\u062a\u0639\u0645\u0627\u0644-\u06a9\u0631\u062a\u06d2-\u06c1\u0648\u0626\u06d2-\u0633\u0633\u0679\u0645-\u0688\u06cc\u0632\u0627\u0626\u0646-\u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u06cc\u0633\u06d2-\u0628\u0646\u0627\u06cc\u0627.png\" alt=\"\u0627\u06cc\u062c \u0627\u0633\u0679\u0627\u0626\u0644\u060c \u0631\u0646\u06af \u0627\u0648\u0631 \u0644\u06cc\u0628\u0644 \u06a9\u0648 \u06cc\u06a9\u062c\u0627 \u06a9\u0631\u0646\u06d2 \u06a9\u06cc \u0645\u062b\u0627\u0644\" style=\"display: block;\" width=\"600\" height=\"400\" loading=\"lazy\" title=\"\"><\/p>\n<p>\u06a9\u0646\u0627\u0631\u06d2 \u0628\u06be\u06cc \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u062a\u0627 \u06c1\u06d2: <code><<<\/code> \u0627\u0648\u0631 <code>-<\/code>.<\/p>\n<h2 id=\"heading-conclusion\">\u0646\u062a\u06cc\u062c\u06c1<\/h2>\n<p>\u0627\u0633 \u0679\u06cc\u0648\u0679\u0648\u0631\u06cc\u0644 \u0645\u06cc\u06ba\u060c \u0622\u067e \u0646\u06d2 \u0633\u06cc\u06a9\u06be\u0627 \u06a9\u06c1 \u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u06a9\u0648\u0688 \u06a9\u06d2 \u0646\u0642\u0637\u06c1 \u0646\u0638\u0631 \u06a9\u0648 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u0646\u06d2 \u06a9\u0627 \u0637\u0631\u06cc\u0642\u06c1 \u0628\u0627\u0645\u0639\u0646\u06cc\u060c \u0645\u0633\u062a\u0642\u0644 \u062e\u0627\u06a9\u06d2 \u0628\u0646\u0627\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u062c\u0648 \u0622\u067e \u06a9\u06cc \u0679\u06cc\u0645 \u0645\u06cc\u06ba \u0627\u0686\u06be\u06cc \u0637\u0631\u062d \u0633\u06d2 \u067e\u06cc\u0645\u0627\u0646\u06d2 \u067e\u0631 \u06c1\u06cc\u06ba\u06d4 \u06cc\u06c1 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0648\u0631 \u062f\u06cc\u06af\u0631 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[&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":30556,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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