{"id":80919,"date":"2021-03-23T15:49:25","date_gmt":"2021-03-23T19:49:25","guid":{"rendered":"https:\/\/ibkrcampus.com\/?p=80919"},"modified":"2022-11-21T09:47:16","modified_gmt":"2022-11-21T14:47:16","slug":"object-oriented-programming-oop-in-python-part-iii","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-iii\/","title":{"rendered":"Object Oriented Programming (OOP) in Python \u2013 Part III"},"content":{"rendered":"\n<p><em>Get started with&nbsp;<a href=\"\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-i\/\">Part I<\/a> and <a href=\"\/campus\/ibkr-quant-news\/object-oriented-programming-oop-in-python-part-ii\/\">Part II<\/a>.<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-is-oop-and-why-is-it-required\"><strong>What is OOP and why is it required?<\/strong><\/h2>\n\n\n\n<p>In the virtual world of programming, the OOP enables us to code the real-world objects as they are. The constructs of OOP allow us to define and organise the code such that they reflect the real-world scenarios.<\/p>\n\n\n\n<p><em>Wondering what I mean by real-world objects?&nbsp;<\/em>They are cars, books, chairs, keyboards, water bottles, pens, and so on. Intuitively, one can think of these objects to be common nouns. Often these objects are characterised by specific attributes\/ properties and functions that they can perform.<\/p>\n\n\n\n<p>Consider a car, for example. It has attributes like colour, transmission type, number of seats, fuel type, and many others. The functions that a car can perform may be (self) drive, take a turn, drive reverse, lower windows, apply brakes, turn on\/off the engine, play audio, and so on.<\/p>\n\n\n\n<p>The OOP paradigm allows us to write a code that mimics the car&#8217;s exact behaviour or to say any objects. Hence, the name, object-oriented programming. It enables us to encapsulate the attributes and functions of objects.<\/p>\n\n\n\n<p>This does not mean that other paradigms are not useful; they are, but for different types of applications. Procedural programming might be a preferred choice to create an automation script and not the OOP.<\/p>\n\n\n\n<p>The object-oriented approach enables programmers to write clear and logical code for small and large projects alike with proper organisation.<\/p>\n\n\n\n<p><strong>Some of the popular Python packages that are built using this approach are:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/blog.quantinsti.com\/python-pandas-tutorial\/\">pandas<\/a><\/li><li><a href=\"https:\/\/blog.quantinsti.com\/scikit-learn-tutorial\/\">scikit<\/a> <a href=\"https:\/\/blog.quantinsti.com\/scikit-learn-tutorial\/\">learn<\/a><\/li><li><a href=\"https:\/\/blog.quantinsti.com\/introduction-zipline-python\/\">zipline<\/a><\/li><\/ul>\n\n\n\n<p>The above list hints that the object-oriented approach enables us to develop large and complex projects with wide-ranging capabilities. At this point, we are sufficiently acquainted with what OOP is and its potential.<\/p>\n\n\n\n<p><em>Stay tuned for the next installment in which Jay will discuss classes and their objects.<\/em><\/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>Learn about the concept of Object Oriented Programming (OOP) and some of the most popular Python packages: pandas, scikit learn and zipline.<\/p>\n","protected":false},"author":328,"featured_media":20116,"comment_status":"closed","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[339,349,338,350,341,344],"tags":[4873,9305,865,9306,1224,9356,595,6810,9418],"contributors-categories":[13654],"class_list":{"0":"post-80919","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"category-python-development","9":"category-ibkr-quant-news","10":"category-quant-asia-pacific","11":"category-quant-development","12":"category-quant-regions","13":"tag-backtesting","14":"tag-functional-programming","15":"tag-github","16":"tag-object-oriented-programming","17":"tag-pandas","18":"tag-procedural-programming","19":"tag-python","20":"tag-sklearn","21":"tag-zipline","22":"contributors-categories-quantinsti"},"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","acf":[],"yoast_head":"<!-- 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