{"id":3262,"date":"2018-02-26T11:39:26","date_gmt":"2018-02-26T11:39:26","guid":{"rendered":"https:\/\/www.botreetechnologies.com\/blog\/?p=3262"},"modified":"2020-12-02T18:30:00","modified_gmt":"2020-12-02T13:00:00","slug":"video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django","status":"publish","type":"post","link":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/","title":{"rendered":"Video, Audio Transmuxing into HLS using FFmpeg HLS Muxer in Django"},"content":{"rendered":"\n<p>Recently, We were working on a project where we need to show a video with multiple audios and captions associated with it. And the user must be able to change the audio and captions at run-time.<\/p>\n\n\n\n<p>We used HTML 5 <i><code>&lt;video&gt;<\/code><\/i> tag to display videos. We were passing video URL in source tag and all the caption files in the track tag and audio files into an audio tag.<\/p>\n\n\n\n<p>It was working fine for the captions but audios were not working as Chrome and Firefox does not support this feature yet.<\/p>\n\n\n\n<p>After some digging over the internet we found out Apple&#8217;s HLS is such an option where we can use multiple audios.<\/p>\n\n\n\n<p><strong>HTTP Live Streaming (also known as HLS) is an <a href=\"https:\/\/en.wikipedia.org\/wiki\/HTTP\" target=\"_blank\" rel=\"noopener noreferrer\">HTTP<\/a>-based media streaming communications protocol implemented by <a href=\"https:\/\/en.wikipedia.org\/wiki\/Apple_Inc.\" target=\"_blank\" rel=\"noopener noreferrer\">Apple Inc<\/a>. It resembles <a href=\"https:\/\/en.wikipedia.org\/wiki\/Dynamic_Adaptive_Streaming_over_HTTP\" target=\"_blank\" rel=\"noopener noreferrer\">MPEG-DASH<\/a> in that it works by breaking the overall stream into a sequence of small HTTP-based file downloads, each download loading one short chunk of an overall potentially unbounded transport stream.<\/strong><\/p>\n\n\n\n<p>We used HLS with <a href=\"https:\/\/videojs.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">videojs<\/a> to display our videos and audio and caption track switching. We needed to convert our videos, audios into HLS stream. We used FFmpeg for that purpose.<\/p>\n\n\n\n<p><strong>ffmpeg is a very fast video and audio converter that can also grab from a live audio\/video source. It can also convert between arbitrary sample rates and resize video on the fly with a high quality polyphase filter.<\/strong><\/p>\n\n\n\n<p><script src=\"https:\/\/gist.github.com\/yogendra-btc\/b1f02982737b833e10643c82a0a3d778.js\"><\/script><\/p>\n\n\n\n<p><i><code>current_path<\/code><\/i> &#8211; is path of our input file specified by the <i><code>-i<\/code><\/i> option.<\/p>\n\n\n\n<p><i><code>-profile:v<\/code><\/i> &#8211; specifies that input file is a video file, use &#8220;-profile:a&#8221; to input audio file.<\/p>\n\n\n\n<p><i><code>-s<\/code><\/i> &#8211; option is used to define stream size and bit rate.<\/p>\n\n\n\n<p><i><code>-hls_time<\/code><\/i> &#8211; set the target segment length in seconds. Default value is 2. Segment will be cut on the next key frame after this time has passed.<\/p>\n\n\n\n<p><i><code>-hls_list_size<\/code><\/i> &#8211; set the maximum number of playlist entries. If set to 0 the list file will contain all the segments. The default value is 5.<\/p>\n\n\n\n<p><i><code>start_number<\/code><\/i> &#8211; start the playlist sequence number from the specified number. The default value is 0.<\/p>\n\n\n\n<p><i><code>out_path<\/code><\/i> &#8211; is where we stored our playlist and all segment file.<\/p>\n\n\n\n<p>The above piece of code will create a playlist with extension <i><code>.m3u8<\/code><\/i> and many segment files having extension <i><code>.ts<\/code><\/i>. These segment files are mapped into a playlist file.<\/p>\n\n\n\n<p>Now, by using this stream we can display our video. But our task is not done yet.<\/p>\n\n\n\n<p>Here, we will upload an external audio track to video by following the same process of <i><code>FFmpeg<\/code><\/i> as we followed for video transcoding.<\/p>\n\n\n\n<p>After audio file transcoding, we have another playlist file with many segment files. We created a main playlist file where we mapped both video and audio playlist files.<\/p>\n\n\n\n<p>We can add any number of audio playlist and captions to HLS playlist. Though you can use caption directly with video tag by using <i><code>&lt;track&gt;<\/code><\/i>.<\/p>\n\n\n\n<p>When we add an external audio stream with a video stream, original audio or video cannot be used. You can use the original audio stream by removing mapping of an external audio stream from the main playlist file.<\/p>\n\n\n\n<p>Now, we created our main playlist file. To display our video first we need to create a video tag in our html file in the following way:<\/p>\n\n\n\n<p><script src=\"https:\/\/gist.github.com\/yogendra-btc\/753da006391048c100fdbd59e849b200.js\"><\/script><\/p>\n\n\n\n<p>We were working on a Django project. Here we created as many track attribute as caption files.<\/p>\n\n\n\n<p>In order to use video js and create audio switching and transcripting with captions see the below code:<\/p>\n\n\n\n<p><script src=\"https:\/\/gist.github.com\/yogendra-btc\/a09a33896c3dee36d65938caf063524f.js\"><\/script><\/p>\n\n\n\n<p>We created a player here of our <i><code>&lt;video&gt;<\/code><\/i> tag.<\/p>\n\n\n\n<p><i>audioTrackList<\/i> defines the number of audio track our playlist contains.<\/p>\n\n\n\n<p><i>textTrackList<\/i> defines the number of captions our playlist contains.<\/p>\n\n\n\n<p>We had a task where we need to display captions beside the video player and when user click on a caption, the player should play from there. We have done this using the following piece of code.<\/p>\n\n\n\n<p><script src=\"https:\/\/gist.github.com\/yogendra-btc\/4992171b1a20505223129a02ce288aa0.js\"><\/script><\/p>\n\n\n\n<p><i><code>seek_track()<\/code><\/i> takes the input and set the current time of the player to the input.<\/p>\n\n\n\n<p>In above code track is &#8220;current caption track&#8221;. You can see all the captions using cues property.<\/p>\n\n\n\n<p><i><code>track.cues_[i].startTime<\/code><\/i> will return time of a single caption when it will be visible on our player.<\/p>\n\n\n\n<p><i><code>track.cues_[i].text<\/code><\/i> will return caption text. When we click on a caption cue it calls <i><code>seek_track()<\/code><\/i> and pass <i><code>startTime<\/code><\/i> as an argument and our player starts playing video from there.<\/p>\n\n\n\n<p>Thanks for reading!.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.botreetechnologies.com\/django-development\" target=\"_blank\" rel=\"noopener noreferrer\">Click here for more details&#8230;<\/a><\/h3>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p>At <a href=\"https:\/\/www.botreetechnologies.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">BoTree Technologies<\/a>, we build enterprise applications with our Django team of 20+ engineers.<\/p>\n\n\n\n<p>We also specialize in RPA, AI, Python, Ruby on Rails, JavaScript and ReactJS.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.botreetechnologies.com\/contact\" target=\"_blank\" rel=\"noopener noreferrer\">Consulting is free<\/a> &#8211; let us help you grow!<\/h3>\n","protected":false},"excerpt":{"rendered":"<p>Recently, We were working on a project where we need&#8230;<\/p>\n","protected":false},"author":27,"featured_media":13046,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[68,10],"tags":[],"class_list":["post-3262","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-django","category-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Video, Audio Transmuxing into HLS using FFmpeg HLS Muxer in Django<\/title>\n<meta name=\"description\" content=\"Recently, We were working on a project where we need to show a video with multiple audios and captions associated with it.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Video, Audio Transmuxing into HLS using FFmpeg HLS Muxer in Django\" \/>\n<meta property=\"og:description\" content=\"Recently, We were working on a project where we need to show a video with multiple audios and captions associated with it.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/\" \/>\n<meta property=\"og:site_name\" content=\"BoTree Technologies\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/BoTreeTechnologies\/\" \/>\n<meta property=\"article:published_time\" content=\"2018-02-26T11:39:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-12-02T13:00:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2018\/02\/FFmpeg-HLS-muxer-in-Django.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1280\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Yogendra Katewa\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@BoTreeTech\" \/>\n<meta name=\"twitter:site\" content=\"@BoTreeTech\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Yogendra Katewa\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/\"},\"author\":{\"name\":\"Yogendra Katewa\",\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/#\/schema\/person\/6d6e7cb5fcfc8a2d634d736b2e972d42\"},\"headline\":\"Video, Audio Transmuxing into HLS using FFmpeg HLS Muxer in Django\",\"datePublished\":\"2018-02-26T11:39:26+00:00\",\"dateModified\":\"2020-12-02T13:00:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/\"},\"wordCount\":750,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2018\/02\/FFmpeg-HLS-muxer-in-Django.jpg\",\"articleSection\":[\"Django\",\"Technology\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/\",\"url\":\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/\",\"name\":\"Video, Audio Transmuxing into HLS using FFmpeg HLS Muxer in Django\",\"isPartOf\":{\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2018\/02\/FFmpeg-HLS-muxer-in-Django.jpg\",\"datePublished\":\"2018-02-26T11:39:26+00:00\",\"dateModified\":\"2020-12-02T13:00:00+00:00\",\"author\":{\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/#\/schema\/person\/6d6e7cb5fcfc8a2d634d736b2e972d42\"},\"description\":\"Recently, We were working on a project where we need to show a video with multiple audios and captions associated with it.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#primaryimage\",\"url\":\"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2018\/02\/FFmpeg-HLS-muxer-in-Django.jpg\",\"contentUrl\":\"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2018\/02\/FFmpeg-HLS-muxer-in-Django.jpg\",\"width\":1920,\"height\":1280,\"caption\":\"FFmpeg HLS muxer in Django\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.botreetechnologies.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Video, Audio Transmuxing into HLS using FFmpeg HLS Muxer in Django\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/#website\",\"url\":\"https:\/\/www.botreetechnologies.com\/blog\/\",\"name\":\"BoTree Technologies\",\"description\":\"Committed to inspire generation.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.botreetechnologies.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/#\/schema\/person\/6d6e7cb5fcfc8a2d634d736b2e972d42\",\"name\":\"Yogendra Katewa\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2020\/10\/yogendra-katewa-150x150.png\",\"url\":\"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2020\/10\/yogendra-katewa-150x150.png\",\"contentUrl\":\"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2020\/10\/yogendra-katewa-150x150.png\",\"caption\":\"Yogendra Katewa\"},\"description\":\"Yogendra is a Python developer. He also loves working in JavaScript frameworks. He is a foody, loves to read and is also a fitness enthusiast.\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Video, Audio Transmuxing into HLS using FFmpeg HLS Muxer in Django","description":"Recently, We were working on a project where we need to show a video with multiple audios and captions associated with it.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/","og_locale":"en_US","og_type":"article","og_title":"Video, Audio Transmuxing into HLS using FFmpeg HLS Muxer in Django","og_description":"Recently, We were working on a project where we need to show a video with multiple audios and captions associated with it.","og_url":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/","og_site_name":"BoTree Technologies","article_publisher":"https:\/\/www.facebook.com\/BoTreeTechnologies\/","article_published_time":"2018-02-26T11:39:26+00:00","article_modified_time":"2020-12-02T13:00:00+00:00","og_image":[{"width":1920,"height":1280,"url":"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2018\/02\/FFmpeg-HLS-muxer-in-Django.jpg","type":"image\/jpeg"}],"author":"Yogendra Katewa","twitter_card":"summary_large_image","twitter_creator":"@BoTreeTech","twitter_site":"@BoTreeTech","twitter_misc":{"Written by":"Yogendra Katewa","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#article","isPartOf":{"@id":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/"},"author":{"name":"Yogendra Katewa","@id":"https:\/\/www.botreetechnologies.com\/blog\/#\/schema\/person\/6d6e7cb5fcfc8a2d634d736b2e972d42"},"headline":"Video, Audio Transmuxing into HLS using FFmpeg HLS Muxer in Django","datePublished":"2018-02-26T11:39:26+00:00","dateModified":"2020-12-02T13:00:00+00:00","mainEntityOfPage":{"@id":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/"},"wordCount":750,"commentCount":0,"image":{"@id":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#primaryimage"},"thumbnailUrl":"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2018\/02\/FFmpeg-HLS-muxer-in-Django.jpg","articleSection":["Django","Technology"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/","url":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/","name":"Video, Audio Transmuxing into HLS using FFmpeg HLS Muxer in Django","isPartOf":{"@id":"https:\/\/www.botreetechnologies.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#primaryimage"},"image":{"@id":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#primaryimage"},"thumbnailUrl":"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2018\/02\/FFmpeg-HLS-muxer-in-Django.jpg","datePublished":"2018-02-26T11:39:26+00:00","dateModified":"2020-12-02T13:00:00+00:00","author":{"@id":"https:\/\/www.botreetechnologies.com\/blog\/#\/schema\/person\/6d6e7cb5fcfc8a2d634d736b2e972d42"},"description":"Recently, We were working on a project where we need to show a video with multiple audios and captions associated with it.","breadcrumb":{"@id":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#primaryimage","url":"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2018\/02\/FFmpeg-HLS-muxer-in-Django.jpg","contentUrl":"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2018\/02\/FFmpeg-HLS-muxer-in-Django.jpg","width":1920,"height":1280,"caption":"FFmpeg HLS muxer in Django"},{"@type":"BreadcrumbList","@id":"https:\/\/www.botreetechnologies.com\/blog\/video-audio-transmuxing-into-hls-using-ffmpeg-hls-muxer-in-django\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.botreetechnologies.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Video, Audio Transmuxing into HLS using FFmpeg HLS Muxer in Django"}]},{"@type":"WebSite","@id":"https:\/\/www.botreetechnologies.com\/blog\/#website","url":"https:\/\/www.botreetechnologies.com\/blog\/","name":"BoTree Technologies","description":"Committed to inspire generation.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.botreetechnologies.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.botreetechnologies.com\/blog\/#\/schema\/person\/6d6e7cb5fcfc8a2d634d736b2e972d42","name":"Yogendra Katewa","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2020\/10\/yogendra-katewa-150x150.png","url":"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2020\/10\/yogendra-katewa-150x150.png","contentUrl":"https:\/\/www.botreetechnologies.com\/blog\/wp-content\/uploads\/2020\/10\/yogendra-katewa-150x150.png","caption":"Yogendra Katewa"},"description":"Yogendra is a Python developer. He also loves working in JavaScript frameworks. He is a foody, loves to read and is also a fitness enthusiast."}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.botreetechnologies.com\/blog\/wp-json\/wp\/v2\/posts\/3262","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.botreetechnologies.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.botreetechnologies.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.botreetechnologies.com\/blog\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/www.botreetechnologies.com\/blog\/wp-json\/wp\/v2\/comments?post=3262"}],"version-history":[{"count":2,"href":"https:\/\/www.botreetechnologies.com\/blog\/wp-json\/wp\/v2\/posts\/3262\/revisions"}],"predecessor-version":[{"id":13048,"href":"https:\/\/www.botreetechnologies.com\/blog\/wp-json\/wp\/v2\/posts\/3262\/revisions\/13048"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.botreetechnologies.com\/blog\/wp-json\/wp\/v2\/media\/13046"}],"wp:attachment":[{"href":"https:\/\/www.botreetechnologies.com\/blog\/wp-json\/wp\/v2\/media?parent=3262"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.botreetechnologies.com\/blog\/wp-json\/wp\/v2\/categories?post=3262"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.botreetechnologies.com\/blog\/wp-json\/wp\/v2\/tags?post=3262"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}