{"id":89660,"date":"2021-05-27T13:03:01","date_gmt":"2021-05-27T17:03:01","guid":{"rendered":"https:\/\/ibkrcampus.com\/?p=89660"},"modified":"2022-11-21T09:47:33","modified_gmt":"2022-11-21T14:47:33","slug":"object-oriented-programming-oop-in-python-part-vi","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/","title":{"rendered":"Object Oriented Programming (OOP) in Python \u2013 Part VI"},"content":{"rendered":"\n<p><em>Review&nbsp;<a href=\"\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-i\/\">Part I<\/a>,&nbsp;&nbsp;<a href=\"\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-ii\/\">Part II<\/a><\/em>&nbsp;,<em>&nbsp;<a href=\"\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-iii\/\">Part III<\/a>, &nbsp;<a href=\"\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-iv\/\">Part IV<\/a><\/em>&nbsp;<em>and <a href=\"\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-v\/\">Part V<\/a> for an overview of Python&nbsp;classes and their objects.<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-is-init-method\"><strong>What is init method?<\/strong><\/h2>\n\n\n\n<p>You might have guessed what\u00a0<code>__init__<\/code>\u00a0does and means? If not, here you go,\u00a0<code>__init__<\/code>\u00a0means initialisation. We use this method to initiate the attributes with values provided by the object when it gets created. In other words, the\u00a0<code>__init__<\/code>\u00a0methods gets called as soon as a new object is created. Let&#8217;s implement it in our\u00a0<code>Car<\/code>\u00a0class and see how we can leverage it.<\/p>\n\n\n\n<p style=\"background-color:#fcfcdb;font-size:11px\" class=\"has-background\"> \nclass Car:<br><br>\n\n    def __init__(self, uColour, uSeatingCapacity):<br><br>\n\n        self.colour = uColour<br>\n        self.seating_capacity = uSeatingCapacity<br><br>\n\n    def drive_forward(self, meters):<br>\n        print(f&#8217;Driving {meters} meters ahead&#8217;)<br><br>\n\n    def lower_windows(self):<br>\n        print(&#8216;Lowering windows on all doors&#8217;)<br>\n        print(&#8216;Windows lowered&#8217;)\n<\/p>\n\n\n\n<p>In this implementation of the class, we define all variables (and methods) in the&nbsp;<code>__init__<\/code>&nbsp;that needs to be assigned (and called) upon creating a new object. How? As demonstrated in the below code:<\/p>\n\n\n\n<p style=\"background-color:#fcfcdb;font-size:11px\" class=\"has-background\"> \ncar_4 = Car(uColour=&#8217;Ocean Blue&#8217;, uSeatingCapacity=2)\n<\/p>\n\n\n\n<p>We provide the values to be assigned to&nbsp;<code>colour<\/code>&nbsp;and&nbsp;<code>seating_capacity<\/code>&nbsp;attributes while creating an object. This way, we can overcome the requirement to set each object&#8217;s attribute values after they have been created.<\/p>\n\n\n\n<p>If we access the newly created object&#8217;s attributes, it would have the values we provided while creating them.<\/p>\n\n\n\n<p style=\"background-color:#fcfcdb;font-size:11px\" class=\"has-background\"> \nprint(&#8216;The colour of Car 4 is:&#8217;, car_4.colour)<br>\nprint(&#8216;The seating capacity of Car 4 is:&#8217;, car_4.seating_capacity)\n<\/p>\n\n\n\n<p>The output would be as shown below:<\/p>\n\n\n\n<p style=\"background-color:#fcfcdb;font-size:11px\" class=\"has-background\"> \nThe colour of Car 4 is: Ocean Blue<br>\nThe seating capacity of Car 4 is: 2\n<\/p>\n\n\n\n<p>We can also place a method within the body of\u00a0<code>__init__<\/code>\u00a0to ensure that the method gets executed upon creation of an object. Those of you who come from any other object-oriented programming language should be able to relate the\u00a0<code>__init__<\/code>\u00a0method with the constructor method.<\/p>\n\n\n\n<p>You might have noticed that while defining these methods,&nbsp;<code>__init__<\/code>&nbsp;or any normal for that purpose, the first parameter these methods take is the&nbsp;<code>self<\/code>&nbsp;keyword.<\/p>\n\n\n\n<p><em>Why is this keyword necessary, and why do we need to provide this keyword? <\/em>We discuss it next.<\/p>\n\n\n\n<p><em>Visit QuantInsti to read more about this research:&nbsp;<a href=\"https:\/\/blog.quantinsti.com\/object-oriented-programming-python\/\">https:\/\/blog.quantinsti.com\/object-oriented-programming-python\/<\/a>.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Jay Parmar discusses __init__ in Python &#8211; a method to initiate the attributes with values provided by the object when it gets created.<\/p>\n","protected":false},"author":328,"featured_media":36044,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[339,343,349,338,350,341,344],"tags":[4873,9305,865,9306,1224,9356,595],"contributors-categories":[13654],"class_list":{"0":"post-89660","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"category-programing-languages","9":"category-python-development","10":"category-ibkr-quant-news","11":"category-quant-asia-pacific","12":"category-quant-development","13":"category-quant-regions","14":"tag-backtesting","15":"tag-functional-programming","16":"tag-github","17":"tag-object-oriented-programming","18":"tag-pandas","19":"tag-procedural-programming","20":"tag-python","21":"contributors-categories-quantinsti"},"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Object Oriented Programming (OOP) in Python \u2013 Part VI<\/title>\n<meta name=\"description\" content=\"Jay Parmar discusses __init__ in Python - a method to initiate the attributes with values provided by the object when it gets created.\" \/>\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.interactivebrokers.com\/campus\/wp-json\/wp\/v2\/posts\/89660\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Object Oriented Programming (OOP) in Python \u2013 Part VI | IBKR Quant Blog\" \/>\n<meta property=\"og:description\" content=\"Jay Parmar discusses __init__ in Python - a method to initiate the attributes with values provided by the object when it gets created.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/\" \/>\n<meta property=\"og:site_name\" content=\"IBKR Campus US\" \/>\n<meta property=\"article:published_time\" content=\"2021-05-27T17:03:01+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-11-21T14:47:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"540\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Jay Parmar\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Jay Parmar\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\n\t    \"@context\": \"https:\\\/\\\/schema.org\",\n\t    \"@graph\": [\n\t        {\n\t            \"@type\": \"NewsArticle\",\n\t            \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/object-oriented-programming-oop-in-python-part-vi\\\/#article\",\n\t            \"isPartOf\": {\n\t                \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/object-oriented-programming-oop-in-python-part-vi\\\/\"\n\t            },\n\t            \"author\": {\n\t                \"name\": \"Jay Parmar\",\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/person\\\/e77e7794714e57aa7d6e8ec9be051768\"\n\t            },\n\t            \"headline\": \"Object Oriented Programming (OOP) in Python \u2013 Part VI\",\n\t            \"datePublished\": \"2021-05-27T17:03:01+00:00\",\n\t            \"dateModified\": \"2022-11-21T14:47:33+00:00\",\n\t            \"mainEntityOfPage\": {\n\t                \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/object-oriented-programming-oop-in-python-part-vi\\\/\"\n\t            },\n\t            \"wordCount\": 380,\n\t            \"publisher\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#organization\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/object-oriented-programming-oop-in-python-part-vi\\\/#primaryimage\"\n\t            },\n\t            \"thumbnailUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/02\\\/python-binary.jpg\",\n\t            \"keywords\": [\n\t                \"backtesting\",\n\t                \"Functional Programming\",\n\t                \"GitHub\",\n\t                \"Object Oriented Programming\",\n\t                \"Pandas\",\n\t                \"Procedural Programming\",\n\t                \"Python\"\n\t            ],\n\t            \"articleSection\": [\n\t                \"Data Science\",\n\t                \"Programming Languages\",\n\t                \"Python Development\",\n\t                \"Quant\",\n\t                \"Quant Asia Pacific\",\n\t                \"Quant Development\",\n\t                \"Quant Regions\"\n\t            ],\n\t            \"inLanguage\": \"en-US\"\n\t        },\n\t        {\n\t            \"@type\": \"WebPage\",\n\t            \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/object-oriented-programming-oop-in-python-part-vi\\\/\",\n\t            \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/object-oriented-programming-oop-in-python-part-vi\\\/\",\n\t            \"name\": \"Object Oriented Programming (OOP) in Python \u2013 Part VI | IBKR Quant Blog\",\n\t            \"isPartOf\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#website\"\n\t            },\n\t            \"primaryImageOfPage\": {\n\t                \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/object-oriented-programming-oop-in-python-part-vi\\\/#primaryimage\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/object-oriented-programming-oop-in-python-part-vi\\\/#primaryimage\"\n\t            },\n\t            \"thumbnailUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/02\\\/python-binary.jpg\",\n\t            \"datePublished\": \"2021-05-27T17:03:01+00:00\",\n\t            \"dateModified\": \"2022-11-21T14:47:33+00:00\",\n\t            \"description\": \"Jay Parmar discusses __init__ in Python - a method to initiate the attributes with values provided by the object when it gets created.\",\n\t            \"inLanguage\": \"en-US\",\n\t            \"potentialAction\": [\n\t                {\n\t                    \"@type\": \"ReadAction\",\n\t                    \"target\": [\n\t                        \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/object-oriented-programming-oop-in-python-part-vi\\\/\"\n\t                    ]\n\t                }\n\t            ]\n\t        },\n\t        {\n\t            \"@type\": \"ImageObject\",\n\t            \"inLanguage\": \"en-US\",\n\t            \"@id\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/ibkr-quant-news\\\/object-oriented-programming-oop-in-python-part-vi\\\/#primaryimage\",\n\t            \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/02\\\/python-binary.jpg\",\n\t            \"contentUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2020\\\/02\\\/python-binary.jpg\",\n\t            \"width\": 900,\n\t            \"height\": 540,\n\t            \"caption\": \"Python\"\n\t        },\n\t        {\n\t            \"@type\": \"WebSite\",\n\t            \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#website\",\n\t            \"url\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/\",\n\t            \"name\": \"IBKR Campus US\",\n\t            \"description\": \"Financial Education from Interactive Brokers\",\n\t            \"publisher\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#organization\"\n\t            },\n\t            \"potentialAction\": [\n\t                {\n\t                    \"@type\": \"SearchAction\",\n\t                    \"target\": {\n\t                        \"@type\": \"EntryPoint\",\n\t                        \"urlTemplate\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/?s={search_term_string}\"\n\t                    },\n\t                    \"query-input\": {\n\t                        \"@type\": \"PropertyValueSpecification\",\n\t                        \"valueRequired\": true,\n\t                        \"valueName\": \"search_term_string\"\n\t                    }\n\t                }\n\t            ],\n\t            \"inLanguage\": \"en-US\"\n\t        },\n\t        {\n\t            \"@type\": \"Organization\",\n\t            \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#organization\",\n\t            \"name\": \"Interactive Brokers\",\n\t            \"alternateName\": \"IBKR\",\n\t            \"url\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/\",\n\t            \"logo\": {\n\t                \"@type\": \"ImageObject\",\n\t                \"inLanguage\": \"en-US\",\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/logo\\\/image\\\/\",\n\t                \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2024\\\/05\\\/ibkr-campus-logo.jpg\",\n\t                \"contentUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2024\\\/05\\\/ibkr-campus-logo.jpg\",\n\t                \"width\": 669,\n\t                \"height\": 669,\n\t                \"caption\": \"Interactive Brokers\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/logo\\\/image\\\/\"\n\t            },\n\t            \"publishingPrinciples\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/about-ibkr-campus\\\/\",\n\t            \"ethicsPolicy\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/cyber-security-notice\\\/\"\n\t        },\n\t        {\n\t            \"@type\": \"Person\",\n\t            \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/person\\\/e77e7794714e57aa7d6e8ec9be051768\",\n\t            \"name\": \"Jay Parmar\",\n\t            \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/author\\\/jayparmar\\\/\"\n\t        }\n\t    ]\n\t}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Object Oriented Programming (OOP) in Python \u2013 Part VI","description":"Jay Parmar discusses __init__ in Python - a method to initiate the attributes with values provided by the object when it gets created.","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.interactivebrokers.com\/campus\/wp-json\/wp\/v2\/posts\/89660\/","og_locale":"en_US","og_type":"article","og_title":"Object Oriented Programming (OOP) in Python \u2013 Part VI | IBKR Quant Blog","og_description":"Jay Parmar discusses __init__ in Python - a method to initiate the attributes with values provided by the object when it gets created.","og_url":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/","og_site_name":"IBKR Campus US","article_published_time":"2021-05-27T17:03:01+00:00","article_modified_time":"2022-11-21T14:47:33+00:00","og_image":[{"width":900,"height":540,"url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg","type":"image\/jpeg"}],"author":"Jay Parmar","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Jay Parmar","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/#article","isPartOf":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/"},"author":{"name":"Jay Parmar","@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/person\/e77e7794714e57aa7d6e8ec9be051768"},"headline":"Object Oriented Programming (OOP) in Python \u2013 Part VI","datePublished":"2021-05-27T17:03:01+00:00","dateModified":"2022-11-21T14:47:33+00:00","mainEntityOfPage":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/"},"wordCount":380,"publisher":{"@id":"https:\/\/ibkrcampus.com\/campus\/#organization"},"image":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/#primaryimage"},"thumbnailUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg","keywords":["backtesting","Functional Programming","GitHub","Object Oriented Programming","Pandas","Procedural Programming","Python"],"articleSection":["Data Science","Programming Languages","Python Development","Quant","Quant Asia Pacific","Quant Development","Quant Regions"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/","url":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/","name":"Object Oriented Programming (OOP) in Python \u2013 Part VI | IBKR Quant Blog","isPartOf":{"@id":"https:\/\/ibkrcampus.com\/campus\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/#primaryimage"},"image":{"@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/#primaryimage"},"thumbnailUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg","datePublished":"2021-05-27T17:03:01+00:00","dateModified":"2022-11-21T14:47:33+00:00","description":"Jay Parmar discusses __init__ in Python - a method to initiate the attributes with values provided by the object when it gets created.","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-vi\/#primaryimage","url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg","contentUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg","width":900,"height":540,"caption":"Python"},{"@type":"WebSite","@id":"https:\/\/ibkrcampus.com\/campus\/#website","url":"https:\/\/ibkrcampus.com\/campus\/","name":"IBKR Campus US","description":"Financial Education from Interactive Brokers","publisher":{"@id":"https:\/\/ibkrcampus.com\/campus\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ibkrcampus.com\/campus\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/ibkrcampus.com\/campus\/#organization","name":"Interactive Brokers","alternateName":"IBKR","url":"https:\/\/ibkrcampus.com\/campus\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/logo\/image\/","url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2024\/05\/ibkr-campus-logo.jpg","contentUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2024\/05\/ibkr-campus-logo.jpg","width":669,"height":669,"caption":"Interactive Brokers"},"image":{"@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/logo\/image\/"},"publishingPrinciples":"https:\/\/www.interactivebrokers.com\/campus\/about-ibkr-campus\/","ethicsPolicy":"https:\/\/www.interactivebrokers.com\/campus\/cyber-security-notice\/"},{"@type":"Person","@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/person\/e77e7794714e57aa7d6e8ec9be051768","name":"Jay Parmar","url":"https:\/\/www.interactivebrokers.com\/campus\/author\/jayparmar\/"}]}},"jetpack_featured_media_url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2020\/02\/python-binary.jpg","_links":{"self":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/posts\/89660","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/users\/328"}],"replies":[{"embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/comments?post=89660"}],"version-history":[{"count":0,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/posts\/89660\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/media\/36044"}],"wp:attachment":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/media?parent=89660"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/categories?post=89660"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/tags?post=89660"},{"taxonomy":"contributors-categories","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/contributors-categories?post=89660"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}