{"id":92325,"date":"2025-01-10T21:35:48","date_gmt":"2025-01-10T18:05:48","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%a7%d9%84%da%af%d9%88%db%8c-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-%d8%b3%d8%a7%d8%af%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7\/"},"modified":"2025-01-10T21:35:48","modified_gmt":"2025-01-10T18:05:48","slug":"%d8%a7%d9%84%da%af%d9%88%db%8c-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-%d8%b3%d8%a7%d8%af%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%a7%d9%84%da%af%d9%88%db%8c-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-%d8%b3%d8%a7%d8%af%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7\/","title":{"rendered":"\u0627\u0644\u06af\u0648\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647: \u0633\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631"},"content":{"rendered":"<div data-article-id=\"2199409\" id=\"article-body\">\n<p>\u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f \u0627\u062c\u0632\u0627\u06cc \u062d\u06cc\u0627\u062a\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631\u06cc \u0645\u0639\u0627\u0635\u0631 \u0647\u0633\u062a\u0646\u062f. \u06cc\u06a9 \u0637\u0631\u062d \u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u0648\u062b\u0631 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0632 \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u0634\u06cc\u0648\u0647 \u0627\u06cc \u0645\u0631\u062a\u0628\u060c \u0645\u062f\u0648\u0644\u0627\u0631 \u0648 \u0642\u0627\u0628\u0644 \u06af\u0633\u062a\u0631\u0634\u060c \u0627\u0644\u06af\u0648\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647 \u0627\u0633\u062a. \u0645\u0627 \u0627\u0644\u06af\u0648\u06cc Pipeline\u060c \u0645\u0632\u0627\u06cc\u0627 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0622\u0646 \u0631\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0648\u0628\u0644\u0627\u06af \u0628\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 Node.js \u0648 TypeScript \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<p>\u2049\ufe0f <strong>\u0627\u0644\u06af\u0648\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647 \u0686\u06cc\u0633\u062a\u061f<\/strong><\/p>\n<p>\u0627\u0644\u06af\u0648\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u062a\u0631\u062a\u06cc\u0628\u06cc \u0627\u0632 \u0645\u0631\u0627\u062d\u0644 \u06af\u0633\u0633\u062a\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u06cc\u06a9 \u062c\u0631\u06cc\u0627\u0646 \u0633\u0627\u062f\u0647 \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0647 \u0648\u06cc\u0698\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f:<\/p>\n<p>\u2192 \u0627\u0639\u062a\u0628\u0627\u0631 \u0633\u0646\u062c\u06cc \u0648 \u063a\u0646\u06cc \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627.<br \/>\u2190 \u062a\u062d\u0648\u0644\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647.<br \/>\u2192 \u067e\u0631\u062f\u0627\u0632\u0634 \u062c\u0631\u06cc\u0627\u0646 \u0631\u0648\u06cc\u062f\u0627\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fe9r4ewlvyb7w97tyap2q.gif\" alt=\"\u0646\u0645\u0627\u06cc\u0634 gif \u062e\u0637 \u0644\u0648\u0644\u0647\" loading=\"lazy\" width=\"220\" height=\"124\" data-animated=\"true\" title=\"\"><\/p>\n<p>\ud83d\ude0d <strong>\u0645\u0632\u0627\u06cc\u0627\u06cc \u0627\u0644\u06af\u0648\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647<\/strong><\/p>\n<p><strong>\u0645\u062f\u0648\u0644\u0627\u0631\u06cc\u062a:<\/strong> \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u062f\u0631 \u062e\u0637 \u0644\u0648\u0644\u0647 \u06a9\u067e\u0633\u0648\u0644\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0622\u0646 \u0631\u0627 \u0622\u0633\u0627\u0646 \u062a\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p><strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u062c\u062f\u062f:<\/strong> \u0645\u0631\u0627\u062d\u0644 \u062e\u0637 \u0644\u0648\u0644\u0647 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u062f\u0631 \u062e\u0637\u0648\u0637 \u0644\u0648\u0644\u0647 \u06cc\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u062c\u062f\u062f \u0642\u0631\u0627\u0631 \u062f\u0627\u062f.<\/p>\n<p><strong>\u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc:<\/strong> \u067e\u0631\u062f\u0627\u0632\u0634 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627 \u06cc\u0627 \u0647\u0633\u062a\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u062a\u0648\u0632\u06cc\u0639 \u06a9\u0631\u062f.<\/p>\n<p><strong>\u062a\u0648\u0633\u0639\u0647 \u067e\u0630\u06cc\u0631\u06cc:<\/strong> \u0645\u0631\u0627\u062d\u0644 \u062c\u062f\u06cc\u062f \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u062f\u0648\u0646 \u0627\u06cc\u062c\u0627\u062f \u0627\u062e\u062a\u0644\u0627\u0644 \u062f\u0631 \u0633\u0627\u062e\u062a\u0627\u0631 \u062e\u0637 \u0644\u0648\u0644\u0647 \u0645\u0648\u062c\u0648\u062f \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f.<\/p>\n<p>\ud83d\udc68\u200d\ud83d\udd2c <strong>\u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0627\u0644\u06af\u0648\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647 \u062f\u0631 Node.js \u0628\u0627 TypeScript<\/strong><\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0633\u0627\u062f\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0622\u0631\u0627\u06cc\u0647 \u0627\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0637 \u0644\u0648\u0644\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p><strong>\u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647:<\/strong> \u0628\u0627 \u062a\u0628\u062f\u06cc\u0644 \u0646\u0627\u0645 \u0647\u0627 \u0628\u0647 \u062d\u0631\u0648\u0641 \u0628\u0632\u0631\u06af\u060c \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0641\u0631\u0645\u062a \u0647\u0627\u06cc \u0627\u06cc\u0645\u06cc\u0644 \u0648 \u063a\u0646\u06cc \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 \u0645\u0647\u0631 \u0632\u0645\u0627\u0646\u06cc\u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u0639\u0627\u062f\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight typescript\"><code><span class=\"kr\">interface<\/span> <span class=\"nx\">User<\/span> <span class=\"p\">{<\/span>\n  <span class=\"nl\">name<\/span><span class=\"p\">:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">;<\/span>\n  <span class=\"nl\">email<\/span><span class=\"p\">:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">;<\/span>\n  <span class=\"nl\">timestamp<\/span><span class=\"p\">?:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">;<\/span>\n<span class=\"p\">}<\/span>\n\n<span class=\"kd\">type<\/span> <span class=\"nx\">PipelineStage<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span><span class=\"nx\">input<\/span><span class=\"p\">:<\/span> <span class=\"nx\">User<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"nx\">User<\/span><span class=\"p\">;<\/span>\n\n<span class=\"c1\">\/\/ Stage 1: Convert names to uppercase<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">toUpperCaseStage<\/span><span class=\"p\">:<\/span> <span class=\"nx\">PipelineStage<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span><span class=\"nx\">user<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n  <span class=\"k\">return<\/span> <span class=\"p\">{<\/span> <span class=\"p\">...<\/span><span class=\"nx\">user<\/span><span class=\"p\">,<\/span> <span class=\"na\">name<\/span><span class=\"p\">:<\/span> <span class=\"nx\">user<\/span><span class=\"p\">.<\/span><span class=\"nx\">name<\/span><span class=\"p\">.<\/span><span class=\"nf\">toUpperCase<\/span><span class=\"p\">()<\/span> <span class=\"p\">};<\/span>\n<span class=\"p\">};<\/span>\n\n<span class=\"c1\">\/\/ Stage 2: Validate email format<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">validateEmailStage<\/span><span class=\"p\">:<\/span> <span class=\"nx\">PipelineStage<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span><span class=\"nx\">user<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n  <span class=\"kd\">const<\/span> <span class=\"nx\">emailRegex<\/span> <span class=\"o\">=<\/span> <span class=\"sr\">\/^<\/span><span class=\"se\">[^\\s<\/span><span class=\"sr\">@<\/span><span class=\"se\">]<\/span><span class=\"sr\">+@<\/span><span class=\"se\">[^\\s<\/span><span class=\"sr\">@<\/span><span class=\"se\">]<\/span><span class=\"sr\">+<\/span><span class=\"se\">\\.[^\\s<\/span><span class=\"sr\">@<\/span><span class=\"se\">]<\/span><span class=\"sr\">+$\/<\/span><span class=\"p\">;<\/span>\n  <span class=\"k\">if <\/span><span class=\"p\">(<\/span><span class=\"o\">!<\/span><span class=\"nx\">emailRegex<\/span><span class=\"p\">.<\/span><span class=\"nf\">test<\/span><span class=\"p\">(<\/span><span class=\"nx\">user<\/span><span class=\"p\">.<\/span><span class=\"nx\">email<\/span><span class=\"p\">))<\/span> <span class=\"p\">{<\/span>\n    <span class=\"k\">throw<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">Error<\/span><span class=\"p\">(<\/span><span class=\"s2\">`Invalid email format: <\/span><span class=\"p\">${<\/span><span class=\"nx\">user<\/span><span class=\"p\">.<\/span><span class=\"nx\">email<\/span><span class=\"p\">}<\/span><span class=\"s2\">`<\/span><span class=\"p\">);<\/span>\n  <span class=\"p\">}<\/span>\n  <span class=\"k\">return<\/span> <span class=\"nx\">user<\/span><span class=\"p\">;<\/span>\n<span class=\"p\">};<\/span>\n\n<span class=\"c1\">\/\/ Stage 3: Enrich data with timestamp<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">enrichDataStage<\/span><span class=\"p\">:<\/span> <span class=\"nx\">PipelineStage<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span><span class=\"nx\">user<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n  <span class=\"k\">return<\/span> <span class=\"p\">{<\/span> <span class=\"p\">...<\/span><span class=\"nx\">user<\/span><span class=\"p\">,<\/span> <span class=\"na\">timestamp<\/span><span class=\"p\">:<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">Date<\/span><span class=\"p\">().<\/span><span class=\"nf\">toISOString<\/span><span class=\"p\">()<\/span> <span class=\"p\">};<\/span>\n<span class=\"p\">};<\/span>\n\n<span class=\"c1\">\/\/ Pipeline runner<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">runPipeline<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span><span class=\"nx\">user<\/span><span class=\"p\">:<\/span> <span class=\"nx\">User<\/span><span class=\"p\">,<\/span> <span class=\"nx\">stages<\/span><span class=\"p\">:<\/span> <span class=\"nx\">PipelineStage<\/span><span class=\"p\">[]):<\/span> <span class=\"nx\">User<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n  <span class=\"k\">return<\/span> <span class=\"nx\">stages<\/span><span class=\"p\">.<\/span><span class=\"nf\">reduce<\/span><span class=\"p\">((<\/span><span class=\"nx\">currentData<\/span><span class=\"p\">,<\/span> <span class=\"nx\">stage<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"nf\">stage<\/span><span class=\"p\">(<\/span><span class=\"nx\">currentData<\/span><span class=\"p\">),<\/span> <span class=\"nx\">user<\/span><span class=\"p\">);<\/span>\n<span class=\"p\">};<\/span>\n\n<span class=\"c1\">\/\/ Example usage<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">userData<\/span><span class=\"p\">:<\/span> <span class=\"nx\">User<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span> <span class=\"na\">name<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">John Doe<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"na\">email<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">john.doe@example.com<\/span><span class=\"dl\">\"<\/span> <span class=\"p\">};<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">stages<\/span><span class=\"p\">:<\/span> <span class=\"nx\">PipelineStage<\/span><span class=\"p\">[]<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"nx\">toUpperCaseStage<\/span><span class=\"p\">,<\/span> <span class=\"nx\">validateEmailStage<\/span><span class=\"p\">,<\/span> <span class=\"nx\">enrichDataStage<\/span><span class=\"p\">];<\/span>\n\n<span class=\"k\">try<\/span> <span class=\"p\">{<\/span>\n  <span class=\"kd\">const<\/span> <span class=\"nx\">processedUser<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">runPipeline<\/span><span class=\"p\">(<\/span><span class=\"nx\">userData<\/span><span class=\"p\">,<\/span> <span class=\"nx\">stages<\/span><span class=\"p\">);<\/span>\n  <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"nx\">processedUser<\/span><span class=\"p\">);<\/span>\n<span class=\"p\">}<\/span> <span class=\"k\">catch <\/span><span class=\"p\">(<\/span><span class=\"nx\">error<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\n  <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">error<\/span><span class=\"p\">(<\/span><span class=\"nx\">error<\/span><span class=\"p\">.<\/span><span class=\"nx\">message<\/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><strong>\u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647:<\/strong> \u062e\u0637\u0648\u0637 \u0644\u0648\u0644\u0647 \u0646\u0627\u0647\u0645\u0632\u0645\u0627\u0646<\/p>\n<p>\u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc\u060c \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0634\u0627\u0645\u0644 \u0639\u0645\u0644\u06cc\u0627\u062a \u0646\u0627\u0647\u0645\u0632\u0645\u0627\u0646\u060c \u0645\u0627\u0646\u0646\u062f \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0647\u0627\u06cc API \u06cc\u0627 \u06a9\u0648\u0626\u0631\u06cc \u0647\u0627\u06cc \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0627\u0634\u062f. \u0627\u0644\u06af\u0648\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647 \u0627\u0632 \u0645\u0631\u0627\u062d\u0644 \u0646\u0627\u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062c\u0632\u0626\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight typescript\"><code><span class=\"c1\">\/\/ Asynchronous stage type<\/span>\n<span class=\"kd\">type<\/span> <span class=\"nx\">AsyncPipelineStage<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span><span class=\"nx\">input<\/span><span class=\"p\">:<\/span> <span class=\"nx\">User<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"nb\">Promise<\/span><span class=\"o\">&lt;<\/span><span class=\"nx\">User<\/span><span class=\"o\">&gt;<\/span><span class=\"p\">;<\/span>\n\n<span class=\"c1\">\/\/ Example: Asynchronous data enrichment<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">asyncEnrichDataStage<\/span><span class=\"p\">:<\/span> <span class=\"nx\">AsyncPipelineStage<\/span> <span class=\"o\">=<\/span> <span class=\"k\">async <\/span><span class=\"p\">(<\/span><span class=\"nx\">user<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n  <span class=\"c1\">\/\/ Simulate an API call<\/span>\n  <span class=\"k\">await<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">Promise<\/span><span class=\"p\">((<\/span><span class=\"nx\">resolve<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"nf\">setTimeout<\/span><span class=\"p\">(<\/span><span class=\"nx\">resolve<\/span><span class=\"p\">,<\/span> <span class=\"mi\">100<\/span><span class=\"p\">));<\/span>\n  <span class=\"k\">return<\/span> <span class=\"p\">{<\/span> <span class=\"p\">...<\/span><span class=\"nx\">user<\/span><span class=\"p\">,<\/span> <span class=\"na\">enriched<\/span><span class=\"p\">:<\/span> <span class=\"kc\">true<\/span> <span class=\"p\">};<\/span>\n<span class=\"p\">};<\/span>\n\n<span class=\"c1\">\/\/ Asynchronous pipeline runner<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">runAsyncPipeline<\/span> <span class=\"o\">=<\/span> <span class=\"k\">async <\/span><span class=\"p\">(<\/span><span class=\"nx\">user<\/span><span class=\"p\">:<\/span> <span class=\"nx\">User<\/span><span class=\"p\">,<\/span> <span class=\"nx\">stages<\/span><span class=\"p\">:<\/span> <span class=\"nx\">AsyncPipelineStage<\/span><span class=\"p\">[]):<\/span> <span class=\"nb\">Promise<\/span><span class=\"o\">&lt;<\/span><span class=\"nx\">User<\/span><span class=\"o\">&gt;<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n  <span class=\"k\">for <\/span><span class=\"p\">(<\/span><span class=\"kd\">const<\/span> <span class=\"nx\">stage<\/span> <span class=\"k\">of<\/span> <span class=\"nx\">stages<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\n    <span class=\"nx\">user<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nf\">stage<\/span><span class=\"p\">(<\/span><span class=\"nx\">user<\/span><span class=\"p\">);<\/span>\n  <span class=\"p\">}<\/span>\n  <span class=\"k\">return<\/span> <span class=\"nx\">user<\/span><span class=\"p\">;<\/span>\n<span class=\"p\">};<\/span>\n\n<span class=\"c1\">\/\/ Example usage<\/span>\n<span class=\"p\">(<\/span><span class=\"k\">async <\/span><span class=\"p\">()<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n  <span class=\"kd\">const<\/span> <span class=\"na\">asyncStages<\/span><span class=\"p\">:<\/span> <span class=\"nx\">AsyncPipelineStage<\/span><span class=\"p\">[]<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span>\n    <span class=\"nx\">asyncEnrichDataStage<\/span><span class=\"p\">,<\/span>\n    <span class=\"k\">async <\/span><span class=\"p\">(<\/span><span class=\"nx\">user<\/span><span class=\"p\">)<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">({<\/span> <span class=\"p\">...<\/span><span class=\"nx\">user<\/span><span class=\"p\">,<\/span> <span class=\"na\">processed<\/span><span class=\"p\">:<\/span> <span class=\"kc\">true<\/span> <span class=\"p\">}),<\/span>\n  <span class=\"p\">];<\/span>\n\n  <span class=\"kd\">const<\/span> <span class=\"nx\">result<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nf\">runAsyncPipeline<\/span><span class=\"p\">(<\/span><span class=\"nx\">userData<\/span><span class=\"p\">,<\/span> <span class=\"nx\">asyncStages<\/span><span class=\"p\">);<\/span>\n  <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nf\">log<\/span><span class=\"p\">(<\/span><span class=\"nx\">result<\/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>\ud83d\udcdd <strong>\u0632\u0645\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647<\/strong><\/p>\n<p>\u0631\u0627 <code>Pipeline Pattern<\/code> \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc:<\/p>\n<p>1\ufe0f\u20e3 \u062e\u0637\u0648\u0637 \u0644\u0648\u0644\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647: \u0639\u0645\u0644\u06cc\u0627\u062a ETL (Extract, Transform, Load).<\/p>\n<p>2\ufe0f\u20e3 \u0632\u0646\u062c\u06cc\u0631\u0647\u200c\u0647\u0627\u06cc \u0645\u06cc\u0627\u0646\u200c\u0627\u0641\u0632\u0627\u0631: \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\/\u067e\u0627\u0633\u062e HTTP.<\/p>\n<p>3\ufe0f\u20e3 \u067e\u0631\u062f\u0627\u0632\u0634 \u062c\u0631\u06cc\u0627\u0646: \u0645\u062f\u06cc\u0631\u06cc\u062a \u0631\u0648\u06cc\u062f\u0627\u062f \u06cc\u0627 \u067e\u06cc\u0627\u0645 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc.<\/p>\n<p>4\ufe0f\u20e3 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u06cc\u0627 \u0648\u06cc\u062f\u0626\u0648: \u0627\u0639\u0645\u0627\u0644 \u0686\u0646\u062f \u062a\u0628\u062f\u06cc\u0644 \u0628\u0647 \u062a\u0631\u062a\u06cc\u0628.<\/p>\n<p><strong>\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/strong><\/p>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0641\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0648 \u0645\u0648\u062b\u0631\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u062f\u0631 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646\u060c Pipeline Pattern \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0647 \u062c\u0631\u06cc\u0627\u0646 \u0647\u0627\u06cc \u06a9\u0627\u0631\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0634\u0641\u0627\u0641\u06cc\u062a\u060c \u0642\u0627\u0628\u0644\u06cc\u062a \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0648 \u06af\u0633\u062a\u0631\u0634 \u0645\u06cc \u062f\u0647\u062f. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0637\u0631\u0627\u062d\u06cc \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u0634\u0645\u0627 \u0631\u0627 \u062a\u0627 \u062d\u062f \u0632\u06cc\u0627\u062f\u06cc \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u062f\u060c \u0635\u0631\u0641 \u0646\u0638\u0631 \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u0627 \u06a9\u0627\u0631\u0647\u0627\u06cc \u0647\u0645\u0632\u0645\u0627\u0646 \u06cc\u0627 \u0646\u0627\u0647\u0645\u0632\u0645\u0627\u0646 \u0633\u0631 \u0648 \u06a9\u0627\u0631 \u062f\u0627\u0631\u06cc\u062f.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f \u0627\u062c\u0632\u0627\u06cc \u062d\u06cc\u0627\u062a\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631\u06cc \u0645\u0639\u0627\u0635\u0631 \u0647\u0633\u062a\u0646\u062f. \u06cc\u06a9 \u0637\u0631\u062d \u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u0648\u062b\u0631 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0632 \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u0634\u06cc\u0648\u0647 \u0627\u06cc \u0645\u0631\u062a\u0628\u060c \u0645\u062f\u0648\u0644\u0627\u0631 \u0648 \u0642\u0627\u0628\u0644 \u06af\u0633\u062a\u0631\u0634\u060c \u0627\u0644\u06af\u0648\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647 \u0627\u0633\u062a. \u0645\u0627 \u0627\u0644\u06af\u0648\u06cc Pipeline\u060c \u0645\u0632\u0627\u06cc\u0627 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0622\u0646 \u0631\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0648\u0628\u0644\u0627\u06af \u0628\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 Node.js \u0648 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":92326,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F4kczedq98qk40943ez1j.png","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-92325","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\/92325","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=92325"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/92325\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/92326"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=92325"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=92325"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=92325"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}