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GeezerVison is showing github.com — fullstackpython.com/generators.html at gh-pages · yu66s/fullstackpython.com Expand file tree/ Copy pathgenerators.htmlMore file actions 190 lines (189 loc) · 24.3 KB / Copy pathgenerators.htmlFile metadata and controls190 lines (189 loc) · 24.3 KB 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 <!DOCTYPE html> <html lang="en"> <head> <meta http-equiv="Content-Type" content="text/html; charset=UTF-8"> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <meta name="author" content="Matt Makai"> <meta name="description" content="Python generators allow a function's return value to behave as an iterator via the yield keyword."> <link rel="shortcut icon" href="/img/fsp-fav.png"> <title>Generators - Full Stack Python</title> <!--[if lt IE 9]> <script src="https://oss.maxcdn.com/libs/html5shiv/3.7.0/html5shiv.js"></script> <script src="https://oss.maxcdn.com/libs/respond.js/1.3.0/respond.min.js"></script> <![endif]--> <link href="theme/css/f.min.css" rel="stylesheet"> </head> <body> <div style="padding: 0 0 20px 0; margin: 0 0 20px 0; background-color: #22B24C;"> <div class="container"> <p class="banner"><a href="https://www.gumroad.com/l/python-deployments" style="color: #fff">Learning web development? Check out The Full Stack Python Guide to Deployments book</a>!</p> </div> </div> <a href="https://github.com/makaimc/fullstackpython.com"><img style="position: absolute; top: 0; right: 0; border: 0;" src="/img/fork.png" alt="Fork me on GitHub"></a> <div class="container"> <div class="row"> <div class="col-md-12"> <div class="logo-header-section"> <a href="/" style="text-decoration: none; border: none;"><img src="theme/img/logo.png" height="52" width="52" class="logo-image" style="padding-top: 1px;" alt="Full Stack Python logo"></a> <span class="logo-title"><a href="/">Full Stack Python</a></span> </div> <div class="subnav"> <!--<a href="/blog.html" class="submenu-item-first">Blog</a> | <a href="/books.html" class="submenu-item">Books</a> | --> <a href="/table-of-contents.html" class="submenu-item-first">Table of contents</a> | <a href="/email.html" class="submenu-item">Email newsletter</a> | <a href="https://twitter.com/fullstackpython" class="submenu-item">@fullstackpython</a> | <a href="https://github.com/makaimc/fullstackpython.com/tree/gh-pages/source" class="submenu-item">Source code</a> </div> </div> </div><div class="row"> <div class="col-md-8"> <h1>Generators</h1> <p>Generators are a Python core language construct that allow a function's return value to to behave as an iterator. A generator can allow more efficient memory usage by allocating and deallocating memory during the context of a large number of iterations. Generators are defined in <a href="https://www.python.org/dev/peps/pep-0255/">PEP255</a> and included in the language as of Python 2.2 in 2001.</p> <h2>Python generator resources</h2> <ul> <li> <p><a href="http://intermediatepythonista.com/python-generators">An introduction to Python generators</a> by Intermediate Pythonista is a well done post with code examples.</p> </li> <li> <p>This blog post entitled <a href="http://rdrewd.blogspot.com/2014/02/python-generators.html">Python Generators</a> specifically focuses on generating dictionaries. It provides a good introduction for those new to Python.</p> </li> <li> <p><a href="http://www.blog.pythonlibrary.org/2014/01/27/python-201-an-intro-to-generators/">Python 201: An Intro to Generators</a> is another short but informative read with example generators code.</p> </li> <li> <p><a href="http://anandology.com/python-practice-book/iterators.html">Iterators & Generators</a> provides code examples for these two constructs and some simple explanations for each one.</p> </li> <li> <p><a href="https://www.youtube.com/watch?v=bD05uGo_sVI">Python: Generators - How to use them and the benefits you receive</a> is a screencast with code that walks through generators in Python.</p> </li> <li> <p>The question to <a href="http://stackoverflow.com/questions/1756096/understanding-generators-in-python">Understanding Generators in Python?</a> on Stack Overflow has an impressive answer that clearly lays out the code and concepts involved with Python generators.</p> </li> <li> <p><a href="http://www.dabeaz.com/generators/">Generator Tricks for Systems Programmers</a> provides code examples for using generators. The material was originally presented in a PyCon workshop for systems programmers but is relevant to all Python developers working to understand appropriate ways to use generators.</p> </li> </ul> <h3>What's next after you've learned about generators?</h3> <div class="row"> <div class="col-md-4"> <div class="well select-next"> <a href="/comprehensions.html" class="btn btn-success btn-full"><svg width="28" height="30" viewBox="0 0 1792 1792" xmlns="http://www.w3.org/2000/svg"><path d="M384 1184v64q0 13-9.5 22.5t-22.5 9.5h-64q-13 0-22.5-9.5t-9.5-22.5v-64q0-13 9.5-22.5t22.5-9.5h64q13 0 22.5 9.5t9.5 22.5zm0-256v64q0 13-9.5 22.5t-22.5 9.5h-64q-13 0-22.5-9.5t-9.5-22.5v-64q0-13 9.5-22.5t22.5-9.5h64q13 0 22.5 9.5t9.5 22.5zm0-256v64q0 13-9.5 22.5t-22.5 9.5h-64q-13 0-22.5-9.5t-9.5-22.5v-64q0-13 9.5-22.5t22.5-9.5h64q13 0 22.5 9.5t9.5 22.5zm1152 512v64q0 13-9.5 22.5t-22.5 9.5h-960q-13 0-22.5-9.5t-9.5-22.5v-64q0-13 9.5-22.5t22.5-9.5h960q13 0 22.5 9.5t9.5 22.5zm0-256v64q0 13-9.5 22.5t-22.5 9.5h-960q-13 0-22.5-9.5t-9.5-22.5v-64q0-13 9.5-22.5t22.5-9.5h960q13 0 22.5 9.5t9.5 22.5zm0-256v64q0 13-9.5 22.5t-22.5 9.5h-960q-13 0-22.5-9.5t-9.5-22.5v-64q0-13 9.5-22.5t22.5-9.5h960q13 0 22.5 9.5t9.5 22.5zm128 704v-832q0-13-9.5-22.5t-22.5-9.5h-1472q-13 0-22.5 9.5t-9.5 22.5v832q0 13 9.5 22.5t22.5 9.5h1472q13 0 22.5-9.5t9.5-22.5zm128-1088v1088q0 66-47 113t-113 47h-1472q-66 0-113-47t-47-113v-1088q0-66 47-113t113-47h1472q66 0 113 47t47 113z" fill="#fff"/></svg></a> <p class="under-btn">What are list, dictionary and set comprehensions?</p> </div> </div> <div class="col-md-4"> <div class="well select-next"> <a href="/best-python-resources.html" class="btn btn-success btn-full"><svg width="28" height="30" viewBox="0 0 1792 1792" xmlns="http://www.w3.org/2000/svg"><path d="M1703 478q40 57 18 129l-275 906q-19 64-76.5 107.5t-122.5 43.5h-923q-77 0-148.5-53.5t-99.5-131.5q-24-67-2-127 0-4 3-27t4-37q1-8-3-21.5t-3-19.5q2-11 8-21t16.5-23.5 16.5-23.5q23-38 45-91.5t30-91.5q3-10 .5-30t-.5-28q3-11 17-28t17-23q21-36 42-92t25-90q1-9-2.5-32t.5-28q4-13 22-30.5t22-22.5q19-26 42.5-84.5t27.5-96.5q1-8-3-25.5t-2-26.5q2-8 9-18t18-23 17-21q8-12 16.5-30.5t15-35 16-36 19.5-32 26.5-23.5 36-11.5 47.5 5.5l-1 3q38-9 51-9h761q74 0 114 56t18 130l-274 906q-36 119-71.5 153.5t-128.5 34.5h-869q-27 0-38 15-11 16-1 43 24 70 144 70h923q29 0 56-15.5t35-41.5l300-987q7-22 5-57 38 15 59 43zm-1064 2q-4 13 2 22.5t20 9.5h608q13 0 25.5-9.5t16.5-22.5l21-64q4-13-2-22.5t-20-9.5h-608q-13 0-25.5 9.5t-16.5 22.5zm-83 256q-4 13 2 22.5t20 9.5h608q13 0 25.5-9.5t16.5-22.5l21-64q4-13-2-22.5t-20-9.5h-608q-13 0-25.5 9.5t-16.5 22.5z" fill="#fff"/></svg></a> <p class="under-btn">Show me a list of the best Python learning resources.</p> </div> </div> <div class="col-md-4"> <div class="well select-next"> <a href="/development-environments.html" class="btn btn-success btn-full"><svg width="34" height="30" viewBox="0 0 1792 1792" xmlns="http://www.w3.org/2000/svg"><path d="M1728 992v-832q0-13-9.5-22.5t-22.5-9.5h-1600q-13 0-22.5 9.5t-9.5 22.5v832q0 13 9.5 22.5t22.5 9.5h1600q13 0 22.5-9.5t9.5-22.5zm128-832v1088q0 66-47 113t-113 47h-544q0 37 16 77.5t32 71 16 43.5q0 26-19 45t-45 19h-512q-26 0-45-19t-19-45q0-14 16-44t32-70 16-78h-544q-66 0-113-47t-47-113v-1088q0-66 47-113t113-47h1600q66 0 113 47t47 113z" fill="#fff"/></svg></a> <p class="under-btn">What editor should I use to code my Python app?</p> </div> </div> </div><div id="mc_embed_signup"> <form action="//mattmakai.us2.list-manage.com/subscribe/post?u=b7e774f0c4f05dcebbfee183d&id=b22335388d" method="post" id="mc-embedded-subscribe-form" name="mc-embedded-subscribe-form" class="validate" target="_blank" novalidate> <div id="mc_embed_signup_scroll"> <h4>Sign up here to receive a monthly email with major updates to this site, tutorials and discount codes for Python books.</h4> <div class="row"> <div class="col-md-9"> <input type="email" value="" name="EMAIL" class="email form-control" id="mce-EMAIL" placeholder="email address" required> <div style="position: absolute; left: -5000px;"><input type="text" name="b_b7e774f0c4f05dcebbfee183d_b22335388d" tabindex="-1" value=""></div> </div> <div class="col-md-3"> <div class="clear"><input type="submit" value="Subscribe" name="subscribe" id="mc-embedded-subscribe" class="btn btn-success" style="font-family: 'Helvetica Neue';"></div> </div> </div> </div> </form> </div> </div> <div class="col-md-offset-1 col-md-3" id="sidebar"> <div class="panel panel-success"> <div class="panel-body"> <a href="http://www.deploypython.com/"><img src="/img/sponsored/fsp-deployment-guide.png" alt="The Full Stack Python Guide to Deployments" width="100%"></a> <p style="font-size: .8em; margin-top: 10px;">Searching for a complete, step-by-step deployment walkthrough? 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Testing</a><a href="/unit-testing.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left: 27px;'>Unit Testing</a><a href="/integration-testing.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left: 27px;'>Integration Testing</a><a href="/code-metrics.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left: 27px;'>Code Metrics</a><a href="/debugging.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left: 27px;'>Debugging</a><a href="/what-full-stack-means.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>9. Meta</a><a href="/change-log.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left: 27px;'>Change Log</a><a href="/future-directions.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left: 27px;'>Future Directions</a><a href="/about-author.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left: 27px;'>About the Author</a> <a href="/table-of-contents.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",san-serif;background-color:#22B24C; color: #fff;'>...or <span style="border-bottom: 1px dotted;">view the full table of contents</span>.</a> </div> </div> <div class="panel panel-success"> <div class="panel-heading"><h3 class="panel-head">Generators</h3></div> <div class="panel-body"> Major updates are tweeted via <a href="https://twitter.com/fullstackpython">@fullstackpython</a>. <hr/> Need more detailed tutorials than you see here? <a href="http://www.deploypython.com/">Learn more about The Full Stack Python Guide to Deployments book.</a> </div> </div> <div class="panel panel-success" id="mobile-toc"> <div class="panel-heading"> <h3 class="panel-head"><a href="/table-of-contents.html" style="color: #fff;">Chapters</a></h3> </div> <div class="list-group"> <a href="/introduction.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>1. Introduction</a><a href="/development-environments.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>2. Development Environments</a><a href="/python-programming-language.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>3. Core Language</a> <a href="/generators.html" class="list-group-item smaller-item active" style='font-family: "Helvetica Neue",sans-serif;'>» Generators</a> <a href="/web-development.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>4. Web Development</a><a href="/data.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>5. Data</a><a href="/application-programming-interfaces.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>6. Web APIs</a><a href="/deployment.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>7. Deployment</a><a href="/testing.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>8. Testing</a><a href="/what-full-stack-means.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>9. Meta</a> <a href="/table-of-contents.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",san-serif;background-color:#22B24C; color: #fff;'>...or <span style="border-bottom: 1px dotted;">view the full table of contents</span>.</a> </div> </div></div></div> <hr/> </div> <div class="container"> <div class="footer pull-right"> <a href="http://www.mattmakai.com/" class="underline">Matt Makai</a> 2016 </div> </div> <script> (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); ga('create', 'UA-19910497-7', 'auto'); ga('send', 'pageview'); </script> <script type='text/javascript'> var trackOutboundLink = function(url) { ga('send', 'event', 'outbound', 'click', url, {'hitCallback': function () { document.location = url; } }); } </script> </body> </html> |
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