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GitHub - joke2k/faker: Faker is a Python package that generates fake data for you.
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class="flex-1"> <button aria-label="Toggle navigation" aria-expanded="false" type="button" data-view-component="true" class="js-details-target js-nav-padding-recalculate js-header-menu-toggle Button--link Button--medium Button d-lg-none color-fg-inherit p-1"> <span class="Button-content"> <span class="Button-label"><div class="HeaderMenu-toggle-bar rounded my-1"></div> <div class="HeaderMenu-toggle-bar rounded my-1"></div> <div class="HeaderMenu-toggle-bar rounded my-1"></div></span> </span> </button> </div> <a class="mr-lg-3 color-fg-inherit flex-order-2 js-prevent-focus-on-mobile-nav" href="/" aria-label="Homepage" data-analytics-event="{"category":"Marketing nav","action":"click to go to homepage","label":"ref_page:Marketing;ref_cta:Logomark;ref_loc:Header"}"> <svg height="32" aria-hidden="true" viewBox="0 0 24 24" version="1.1" width="32" data-view-component="true" class="octicon octicon-mark-github"> <path d="M12 1C5.9225 1 1 5.9225 1 12C1 16.8675 4.14875 20.9787 8.52125 22.4362C9.07125 22.5325 9.2775 22.2025 9.2775 21.9137C9.2775 21.6525 9.26375 20.7862 9.26375 19.865C6.5 20.3737 5.785 19.1912 5.565 18.5725C5.44125 18.2562 4.905 17.28 4.4375 17.0187C4.0525 16.8125 3.5025 16.3037 4.42375 16.29C5.29 16.2762 5.90875 17.0875 6.115 17.4175C7.105 19.0812 8.68625 18.6137 9.31875 18.325C9.415 17.61 9.70375 17.1287 10.02 16.8537C7.5725 16.5787 5.015 15.63 5.015 11.4225C5.015 10.2262 5.44125 9.23625 6.1425 8.46625C6.0325 8.19125 5.6475 7.06375 6.2525 5.55125C6.2525 5.55125 7.17375 5.2625 9.2775 6.67875C10.1575 6.43125 11.0925 6.3075 12.0275 6.3075C12.9625 6.3075 13.8975 6.43125 14.7775 6.67875C16.8813 5.24875 17.8025 5.55125 17.8025 5.55125C18.4075 7.06375 18.0225 8.19125 17.9125 8.46625C18.6138 9.23625 19.04 10.2125 19.04 11.4225C19.04 15.6437 16.4688 16.5787 14.0213 16.8537C14.42 17.1975 14.7638 17.8575 14.7638 18.8887C14.7638 20.36 14.75 21.5425 14.75 21.9137C14.75 22.2025 14.9563 22.5462 15.5063 22.4362C19.8513 20.9787 23 16.8537 23 12C23 5.9225 18.0775 1 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flex-auto rounded rounded-lg-0"> <nav class="HeaderMenu-nav" aria-label="Global"> <ul class="d-lg-flex list-style-none"> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Product <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 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1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"security","context":"product","tag":"link","label":"security_link_product_navbar"}" href="https://github.com/features/security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon 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</svg> <div> <div class="color-fg-default h4">Codespaces</div> Instant dev environments </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"issues","context":"product","tag":"link","label":"issues_link_product_navbar"}" href="https://github.com/features/issues"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-issue-opened color-fg-subtle mr-3"> <path d="M12 1c6.075 0 11 4.925 11 11s-4.925 11-11 11S1 18.075 1 12 5.925 1 12 1ZM2.5 12a9.5 9.5 0 0 0 9.5 9.5 9.5 9.5 0 0 0 9.5-9.5A9.5 9.5 0 0 0 12 2.5 9.5 9.5 0 0 0 2.5 12Zm9.5 2a2 2 0 1 1-.001-3.999A2 2 0 0 1 12 14Z"></path> </svg> <div> <div class="color-fg-default h4">Issues</div> Plan and track work </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline 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data-view-component="true" class="octicon octicon-code-square color-fg-subtle mr-3"> <path d="M10.3 8.24a.75.75 0 0 1-.04 1.06L7.352 12l2.908 2.7a.75.75 0 1 1-1.02 1.1l-3.5-3.25a.75.75 0 0 1 0-1.1l3.5-3.25a.75.75 0 0 1 1.06.04Zm3.44 1.06a.75.75 0 1 1 1.02-1.1l3.5 3.25a.75.75 0 0 1 0 1.1l-3.5 3.25a.75.75 0 1 1-1.02-1.1l2.908-2.7-2.908-2.7Z"></path><path d="M2 3.75C2 2.784 2.784 2 3.75 2h16.5c.966 0 1.75.784 1.75 1.75v16.5A1.75 1.75 0 0 1 20.25 22H3.75A1.75 1.75 0 0 1 2 20.25Zm1.75-.25a.25.25 0 0 0-.25.25v16.5c0 .138.112.25.25.25h16.5a.25.25 0 0 0 .25-.25V3.75a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div class="color-fg-default h4">Code Search</div> Find more, search less </div> </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="product-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="product-explore-heading"> 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0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"github_skills","context":"product","tag":"link","label":"github_skills_link_product_navbar"}" href="https://skills.github.com"> GitHub Skills <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 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aria-label="18225 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="18,225" data-view-component="true" class="Counter js-social-count">18.2k</span> </a></div> </li> </ul> </div> </div> <div id="responsive-meta-container" data-turbo-replace> <div class="d-block d-md-none mb-2 px-3 px-md-4 px-lg-5"> <p class="f4 mb-3 "> Faker is a Python package that generates fake data for you. </p> <div class="mb-2 d-flex flex-items-center Link--secondary"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link flex-shrink-0 mr-2"> <path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path> </svg> <span class="flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a title="https://faker.readthedocs.io" role="link" target="_blank" class="text-bold" rel="noopener noreferrer" href="https://faker.readthedocs.io">faker.readthedocs.io</a> </span> </div> <h3 class="sr-only">License</h3> <div class="mb-2"> <a href="/joke2k/faker/blob/master/LICENSE.txt" class="Link--muted" data-analytics-event="{"category":"Repository Overview","action":"click","label":"location:sidebar;file:license"}" > <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-law mr-2"> <path d="M8.75.75V2h.985c.304 0 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8.477c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L13 6.327Zm-10 0c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L3 6.327Z"></path> </svg> MIT license </a> </div> <div class="mb-3"> <a class="Link--secondary no-underline mr-3" href="/joke2k/faker/stargazers"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star mr-1"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg> <span class="text-bold">18.2k</span> stars </a> <a class="Link--secondary no-underline mr-3" 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Whether\nyou need to bootstrap your database, create good-looking XML documents,\nfill-in your persistence to stress test it, or anonymize data taken from\na production service, Faker is for you.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eFaker is heavily inspired by \u003ca href=\"https://github.com/fzaninotto/Faker\"\u003ePHP Faker\u003c/a\u003e, \u003ca href=\"http://search.cpan.org/~jasonk/Data-Faker-0.07/\" rel=\"nofollow\"\u003ePerl Faker\u003c/a\u003e, and by \u003ca href=\"https://github.com/stympy/faker\"\u003eRuby Faker\u003c/a\u003e.\u003c/p\u003e\n\u003chr\u003e\n\u003cpre\u003e_|_|_|_| _|\n_| _|_|_| _| _| _|_| _| _|_|\n_|_|_| _| _| _|_| _|_|_|_| _|_|\n_| _| _| _| _| _| _|\n_| _|_|_| _| _| _|_|_| _|\n\u003c/pre\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://pypi.org/project/Faker/\" rel=\"nofollow\"\u003e\u003cimg alt=\"Latest version released on PyPI\" src=\"https://camo.githubusercontent.com/6a07be34dad621689a4879c11af6225102166cac8f7d5fff68d837104d3128c2/68747470733a2f2f696d672e736869656c64732e696f2f707970692f762f46616b65722e7376673f7374796c653d666c61742d737175617265266c6162656c3d76657273696f6e\" data-canonical-src=\"https://img.shields.io/pypi/v/Faker.svg?style=flat-square\u0026amp;label=version\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/joke2k/faker/actions/workflows/ci.yml\"\u003e\u003cimg alt=\"Build status of the master branch\" src=\"https://github.com/joke2k/faker/actions/workflows/ci.yml/badge.svg\" style=\"max-width: 100%;\"\u003e\n\u003c/a\u003e \u003ca href=\"https://coveralls.io/r/joke2k/faker?branch=master\" rel=\"nofollow\"\u003e\u003cimg alt=\"Test coverage\" src=\"https://camo.githubusercontent.com/cf40e1f377914e68e69de2e8250505ade83fcc7beec1c98079adf052f4cb027c/68747470733a2f2f696d672e736869656c64732e696f2f636f766572616c6c732f6a6f6b65326b2f66616b65722f6d61737465722e7376673f7374796c653d666c61742d737175617265\" data-canonical-src=\"https://img.shields.io/coveralls/joke2k/faker/master.svg?style=flat-square\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003ca href=\"https://raw.githubusercontent.com/joke2k/faker/master/LICENSE.txt\" rel=\"nofollow\"\u003e\u003cimg alt=\"Package license\" src=\"https://camo.githubusercontent.com/991128497f8602153bd750992763959c1103dd72572508939bb4e229c1a5a668/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6c6963656e73652d4d49542d626c75652e7376673f7374796c653d666c61742d737175617265\" data-canonical-src=\"https://img.shields.io/badge/license-MIT-blue.svg?style=flat-square\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ca name=\"user-content-compatibility\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCompatibility\u003c/h2\u003e\u003ca id=\"user-content-compatibility\" class=\"anchor\" aria-label=\"Permalink: Compatibility\" href=\"#compatibility\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eStarting from version \u003ccode\u003e4.0.0\u003c/code\u003e, \u003ccode\u003eFaker\u003c/code\u003e dropped support for Python 2 and from version \u003ccode\u003e5.0.0\u003c/code\u003e\nonly supports Python 3.8 and above. If you still need Python 2 compatibility, please install version \u003ccode\u003e3.0.1\u003c/code\u003e in the\nmeantime, and please consider updating your codebase to support Python 3 so you can enjoy the\nlatest features \u003ccode\u003eFaker\u003c/code\u003e has to offer. Please see the \u003ca href=\"https://faker.readthedocs.io/en/stable/\" rel=\"nofollow\"\u003eextended docs\u003c/a\u003e for more details, especially\nif you are upgrading from version \u003ccode\u003e2.0.4\u003c/code\u003e and below as there might be breaking changes.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThis package was also previously called \u003ccode\u003efake-factory\u003c/code\u003e which was already deprecated by the end\nof 2016, and much has changed since then, so please ensure that your project and its dependencies\ndo not depend on the old package.\u003c/p\u003e\n\u003ca name=\"user-content-basic-usage\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eBasic Usage\u003c/h2\u003e\u003ca id=\"user-content-basic-usage\" class=\"anchor\" aria-label=\"Permalink: Basic Usage\" href=\"#basic-usage\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eInstall with pip:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"pip install Faker\"\u003e\u003cpre\u003epip install Faker\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eUse \u003ccode\u003efaker.Faker()\u003c/code\u003e to create and initialize a faker\ngenerator, which can generate data by accessing properties named after\nthe type of data you want.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\nfake = Faker()\n\nfake.name()\n# 'Lucy Cechtelar'\n\nfake.address()\n# '426 Jordy Lodge\n# Cartwrightshire, SC 88120-6700'\n\nfake.text()\n# 'Sint velit eveniet. Rerum atque repellat voluptatem quia rerum. Numquam excepturi\n# beatae sint laudantium consequatur. Magni occaecati itaque sint et sit tempore. Nesciunt\n# amet quidem. Iusto deleniti cum autem ad quia aperiam.\n# A consectetur quos aliquam. In iste aliquid et aut similique suscipit. Consequatur qui\n# quaerat iste minus hic expedita. Consequuntur error magni et laboriosam. Aut aspernatur\n# voluptatem sit aliquam. Dolores voluptatum est.\n# Aut molestias et maxime. Fugit autem facilis quos vero. Eius quibusdam possimus est.\n# Ea quaerat et quisquam. Deleniti sunt quam. Adipisci consequatur id in occaecati.\n# Et sint et. Ut ducimus quod nemo ab voluptatum.'\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e()\n\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003ename\u003c/span\u003e()\n\u003cspan class=\"pl-c\"\u003e# 'Lucy Cechtelar'\u003c/span\u003e\n\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eaddress\u003c/span\u003e()\n\u003cspan class=\"pl-c\"\u003e# '426 Jordy Lodge\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# Cartwrightshire, SC 88120-6700'\u003c/span\u003e\n\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003etext\u003c/span\u003e()\n\u003cspan class=\"pl-c\"\u003e# 'Sint velit eveniet. Rerum atque repellat voluptatem quia rerum. Numquam excepturi\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# beatae sint laudantium consequatur. Magni occaecati itaque sint et sit tempore. Nesciunt\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# amet quidem. Iusto deleniti cum autem ad quia aperiam.\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# A consectetur quos aliquam. In iste aliquid et aut similique suscipit. Consequatur qui\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# quaerat iste minus hic expedita. Consequuntur error magni et laboriosam. Aut aspernatur\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# voluptatem sit aliquam. Dolores voluptatum est.\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# Aut molestias et maxime. Fugit autem facilis quos vero. Eius quibusdam possimus est.\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# Ea quaerat et quisquam. Deleniti sunt quam. Adipisci consequatur id in occaecati.\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# Et sint et. Ut ducimus quod nemo ab voluptatum.'\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eEach call to method \u003ccode\u003efake.name()\u003c/code\u003e yields a different (random) result.\nThis is because faker forwards \u003ccode\u003efaker.Generator.method_name()\u003c/code\u003e calls\nto \u003ccode\u003efaker.Generator.format(method_name)\u003c/code\u003e.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"for _ in range(10):\n print(fake.name())\n\n# 'Adaline Reichel'\n# 'Dr. Santa Prosacco DVM'\n# 'Noemy Vandervort V'\n# 'Lexi O'Conner'\n# 'Gracie Weber'\n# 'Roscoe Johns'\n# 'Emmett Lebsack'\n# 'Keegan Thiel'\n# 'Wellington Koelpin II'\n# 'Ms. Karley Kiehn V'\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efor\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003e_\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003ein\u003c/span\u003e \u003cspan class=\"pl-en\"\u003erange\u003c/span\u003e(\u003cspan class=\"pl-c1\"\u003e10\u003c/span\u003e):\n \u003cspan class=\"pl-en\"\u003eprint\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003ename\u003c/span\u003e())\n\n\u003cspan class=\"pl-c\"\u003e# 'Adaline Reichel'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Dr. Santa Prosacco DVM'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Noemy Vandervort V'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Lexi O'Conner'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Gracie Weber'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Roscoe Johns'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Emmett Lebsack'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Keegan Thiel'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Wellington Koelpin II'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Ms. Karley Kiehn V'\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003ca name=\"user-content-pytest-fixtures\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ePytest fixtures\u003c/h2\u003e\u003ca id=\"user-content-pytest-fixtures\" class=\"anchor\" aria-label=\"Permalink: Pytest fixtures\" href=\"#pytest-fixtures\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ccode\u003eFaker\u003c/code\u003e also has its own \u003ccode\u003epytest\u003c/code\u003e plugin which provides a \u003ccode\u003efaker\u003c/code\u003e fixture you can use in your\ntests. Please check out the pytest fixture docs to learn more.\u003c/p\u003e\n\u003ca name=\"user-content-providers\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eProviders\u003c/h2\u003e\u003ca id=\"user-content-providers\" class=\"anchor\" aria-label=\"Permalink: Providers\" href=\"#providers\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eEach of the generator properties (like \u003ccode\u003ename\u003c/code\u003e, \u003ccode\u003eaddress\u003c/code\u003e, and\n\u003ccode\u003elorem\u003c/code\u003e) are called \"fake\". A faker generator has many of them,\npackaged in \"providers\".\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\nfrom faker.providers import internet\n\nfake = Faker()\nfake.add_provider(internet)\n\nprint(fake.ipv4_private())\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e.\u003cspan class=\"pl-s1\"\u003eproviders\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003einternet\u003c/span\u003e\n\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e()\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eadd_provider\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003einternet\u003c/span\u003e)\n\n\u003cspan class=\"pl-en\"\u003eprint\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eipv4_private\u003c/span\u003e())\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCheck the \u003ca href=\"https://faker.readthedocs.io/en/stable/\" rel=\"nofollow\"\u003eextended docs\u003c/a\u003e for a list of \u003ca href=\"https://faker.readthedocs.io/en/stable/providers.html\" rel=\"nofollow\"\u003ebundled providers\u003c/a\u003e and a list of\n\u003ca href=\"https://faker.readthedocs.io/en/stable/communityproviders.html\" rel=\"nofollow\"\u003ecommunity providers\u003c/a\u003e.\u003c/p\u003e\n\u003ca name=\"user-content-localization\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eLocalization\u003c/h2\u003e\u003ca id=\"user-content-localization\" class=\"anchor\" aria-label=\"Permalink: Localization\" href=\"#localization\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ccode\u003efaker.Faker\u003c/code\u003e can take a locale as an argument, to return localized\ndata. If no localized provider is found, the factory falls back to the\ndefault LCID string for US english, ie: \u003ccode\u003een_US\u003c/code\u003e.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\nfake = Faker('it_IT')\nfor _ in range(10):\n print(fake.name())\n\n# 'Elda Palumbo'\n# 'Pacifico Giordano'\n# 'Sig. Avide Guerra'\n# 'Yago Amato'\n# 'Eustachio Messina'\n# 'Dott. Violante Lombardo'\n# 'Sig. Alighieri Monti'\n# 'Costanzo Costa'\n# 'Nazzareno Barbieri'\n# 'Max Coppola'\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e(\u003cspan class=\"pl-s\"\u003e'it_IT'\u003c/span\u003e)\n\u003cspan class=\"pl-k\"\u003efor\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003e_\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003ein\u003c/span\u003e \u003cspan class=\"pl-en\"\u003erange\u003c/span\u003e(\u003cspan class=\"pl-c1\"\u003e10\u003c/span\u003e):\n \u003cspan class=\"pl-en\"\u003eprint\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003ename\u003c/span\u003e())\n\n\u003cspan class=\"pl-c\"\u003e# 'Elda Palumbo'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Pacifico Giordano'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Sig. Avide Guerra'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Yago Amato'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Eustachio Messina'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Dott. Violante Lombardo'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Sig. Alighieri Monti'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Costanzo Costa'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Nazzareno Barbieri'\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 'Max Coppola'\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ccode\u003efaker.Faker\u003c/code\u003e also supports multiple locales. New in v3.0.0.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\nfake = Faker(['it_IT', 'en_US', 'ja_JP'])\nfor _ in range(10):\n print(fake.name())\n\n# 鈴木 陽一\n# Leslie Moreno\n# Emma Williams\n# 渡辺 裕美子\n# Marcantonio Galuppi\n# Martha Davis\n# Kristen Turner\n# 中津川 春香\n# Ashley Castillo\n# 山田 桃子\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e([\u003cspan class=\"pl-s\"\u003e'it_IT'\u003c/span\u003e, \u003cspan class=\"pl-s\"\u003e'en_US'\u003c/span\u003e, \u003cspan class=\"pl-s\"\u003e'ja_JP'\u003c/span\u003e])\n\u003cspan class=\"pl-k\"\u003efor\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003e_\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003ein\u003c/span\u003e \u003cspan class=\"pl-en\"\u003erange\u003c/span\u003e(\u003cspan class=\"pl-c1\"\u003e10\u003c/span\u003e):\n \u003cspan class=\"pl-en\"\u003eprint\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003ename\u003c/span\u003e())\n\n\u003cspan class=\"pl-c\"\u003e# 鈴木 陽一\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# Leslie Moreno\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# Emma Williams\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 渡辺 裕美子\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# Marcantonio Galuppi\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# Martha Davis\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# Kristen Turner\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 中津川 春香\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# Ashley Castillo\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e# 山田 桃子\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can check available Faker locales in the source code, under the\nproviders package. The localization of Faker is an ongoing process, for\nwhich we need your help. Please don't hesitate to create a localized\nprovider for your own locale and submit a Pull Request (PR).\u003c/p\u003e\n\u003ca name=\"user-content-optimizations\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eOptimizations\u003c/h2\u003e\u003ca id=\"user-content-optimizations\" class=\"anchor\" aria-label=\"Permalink: Optimizations\" href=\"#optimizations\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe Faker constructor takes a performance-related argument called\n\u003ccode\u003euse_weighting\u003c/code\u003e. It specifies whether to attempt to have the frequency\nof values match real-world frequencies (e.g. the English name Gary would\nbe much more frequent than the name Lorimer). If \u003ccode\u003euse_weighting\u003c/code\u003e is \u003ccode\u003eFalse\u003c/code\u003e,\nthen all items have an equal chance of being selected, and the selection\nprocess is much faster. The default is \u003ccode\u003eTrue\u003c/code\u003e.\u003c/p\u003e\n\u003ca name=\"user-content-command-line-usage\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCommand line usage\u003c/h2\u003e\u003ca id=\"user-content-command-line-usage\" class=\"anchor\" aria-label=\"Permalink: Command line usage\" href=\"#command-line-usage\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eWhen installed, you can invoke faker from the command-line:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-text-shell-session notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"faker [-h] [--version] [-o output]\n [-l {bg_BG,cs_CZ,...,zh_CN,zh_TW}]\n [-r REPEAT] [-s SEP]\n [-i {package.containing.custom_provider otherpkg.containing.custom_provider}]\n [fake] [fake argument [fake argument ...]]\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c1\"\u003efaker [-h] [--version] [-o output]\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e [-l {bg_BG,cs_CZ,...,zh_CN,zh_TW}]\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e [-r REPEAT] [-s SEP]\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e [-i {package.containing.custom_provider otherpkg.containing.custom_provider}]\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e [fake] [fake argument [fake argument ...]]\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eWhere:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ccode\u003efaker\u003c/code\u003e: is the script when installed in your environment, in\ndevelopment you could use \u003ccode\u003epython -m faker\u003c/code\u003e instead\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003e-h\u003c/code\u003e, \u003ccode\u003e--help\u003c/code\u003e: shows a help message\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003e--version\u003c/code\u003e: shows the program's version number\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003e-o FILENAME\u003c/code\u003e: redirects the output to the specified filename\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003e-l {bg_BG,cs_CZ,...,zh_CN,zh_TW}\u003c/code\u003e: allows use of a localized\nprovider\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003e-r REPEAT\u003c/code\u003e: will generate a specified number of outputs\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003e-s SEP\u003c/code\u003e: will generate the specified separator after each\ngenerated output\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003e-i {my.custom_provider other.custom_provider}\u003c/code\u003e list of additional custom\nproviders to use. Note that is the import path of the package containing\nyour Provider class, not the custom Provider class itself.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003efake\u003c/code\u003e: is the name of the fake to generate an output for, such as\n\u003ccode\u003ename\u003c/code\u003e, \u003ccode\u003eaddress\u003c/code\u003e, or \u003ccode\u003etext\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003e[fake argument ...]\u003c/code\u003e: optional arguments to pass to the fake (e.g. the\nprofile fake takes an optional list of comma separated field names as the\nfirst argument)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003eExamples:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-text-shell-session notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ faker address\n968 Bahringer Garden Apt. 722\nKristinaland, NJ 09890\n\n$ faker -l de_DE address\nSamira-Niemeier-Allee 56\n94812 Biedenkopf\n\n$ faker profile ssn,birthdate\n{'ssn': '628-10-1085', 'birthdate': '2008-03-29'}\n\n$ faker -r=3 -s=\u0026quot;;\u0026quot; name\nWillam Kertzmann;\nJosiah Maggio;\nGayla Schmitt;\"\u003e\u003cpre\u003e$ \u003cspan class=\"pl-s1\"\u003efaker address\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e968 Bahringer Garden Apt. 722\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003eKristinaland, NJ 09890\u003c/span\u003e\n\n$ \u003cspan class=\"pl-s1\"\u003efaker -l de_DE address\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003eSamira-Niemeier-Allee 56\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e94812 Biedenkopf\u003c/span\u003e\n\n$ \u003cspan class=\"pl-s1\"\u003efaker profile ssn,birthdate\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e{'ssn': '628-10-1085', 'birthdate': '2008-03-29'}\u003c/span\u003e\n\n$ \u003cspan class=\"pl-s1\"\u003efaker -r=3 -s=\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e;\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e name\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003eWillam Kertzmann;\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003eJosiah Maggio;\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003eGayla Schmitt;\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003ca name=\"user-content-how-to-create-a-provider\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHow to create a Provider\u003c/h2\u003e\u003ca id=\"user-content-how-to-create-a-provider\" class=\"anchor\" aria-label=\"Permalink: How to create a Provider\" href=\"#how-to-create-a-provider\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\nfake = Faker()\n\n# first, import a similar Provider or use the default one\nfrom faker.providers import BaseProvider\n\n# create new provider class\nclass MyProvider(BaseProvider):\n def foo(self) -\u0026gt; str:\n return 'bar'\n\n# then add new provider to faker instance\nfake.add_provider(MyProvider)\n\n# now you can use:\nfake.foo()\n# 'bar'\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e()\n\n\u003cspan class=\"pl-c\"\u003e# first, import a similar Provider or use the default one\u003c/span\u003e\n\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e.\u003cspan class=\"pl-s1\"\u003eproviders\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eBaseProvider\u003c/span\u003e\n\n\u003cspan class=\"pl-c\"\u003e# create new provider class\u003c/span\u003e\n\u003cspan class=\"pl-k\"\u003eclass\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eMyProvider\u003c/span\u003e(\u003cspan class=\"pl-v\"\u003eBaseProvider\u003c/span\u003e):\n \u003cspan class=\"pl-k\"\u003edef\u003c/span\u003e \u003cspan class=\"pl-en\"\u003efoo\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003eself\u003c/span\u003e) \u003cspan class=\"pl-c1\"\u003e-\u0026gt;\u003c/span\u003e \u003cspan class=\"pl-smi\"\u003estr\u003c/span\u003e:\n \u003cspan class=\"pl-k\"\u003ereturn\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e'bar'\u003c/span\u003e\n\n\u003cspan class=\"pl-c\"\u003e# then add new provider to faker instance\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eadd_provider\u003c/span\u003e(\u003cspan class=\"pl-v\"\u003eMyProvider\u003c/span\u003e)\n\n\u003cspan class=\"pl-c\"\u003e# now you can use:\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003efoo\u003c/span\u003e()\n\u003cspan class=\"pl-c\"\u003e# 'bar'\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003ca name=\"user-content-how-to-create-a-dynamic-provider\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHow to create a Dynamic Provider\u003c/h2\u003e\u003ca id=\"user-content-how-to-create-a-dynamic-provider\" class=\"anchor\" aria-label=\"Permalink: How to create a Dynamic Provider\" href=\"#how-to-create-a-dynamic-provider\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eDynamic providers can read elements from an external source.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\nfrom faker.providers import DynamicProvider\n\nmedical_professions_provider = DynamicProvider(\n provider_name=\u0026quot;medical_profession\u0026quot;,\n elements=[\u0026quot;dr.\u0026quot;, \u0026quot;doctor\u0026quot;, \u0026quot;nurse\u0026quot;, \u0026quot;surgeon\u0026quot;, \u0026quot;clerk\u0026quot;],\n)\n\nfake = Faker()\n\n# then add new provider to faker instance\nfake.add_provider(medical_professions_provider)\n\n# now you can use:\nfake.medical_profession()\n# 'dr.'\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e.\u003cspan class=\"pl-s1\"\u003eproviders\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eDynamicProvider\u003c/span\u003e\n\n\u003cspan class=\"pl-s1\"\u003emedical_professions_provider\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eDynamicProvider\u003c/span\u003e(\n \u003cspan class=\"pl-s1\"\u003eprovider_name\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e\"medical_profession\"\u003c/span\u003e,\n \u003cspan class=\"pl-s1\"\u003eelements\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e[\u003cspan class=\"pl-s\"\u003e\"dr.\"\u003c/span\u003e, \u003cspan class=\"pl-s\"\u003e\"doctor\"\u003c/span\u003e, \u003cspan class=\"pl-s\"\u003e\"nurse\"\u003c/span\u003e, \u003cspan class=\"pl-s\"\u003e\"surgeon\"\u003c/span\u003e, \u003cspan class=\"pl-s\"\u003e\"clerk\"\u003c/span\u003e],\n)\n\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e()\n\n\u003cspan class=\"pl-c\"\u003e# then add new provider to faker instance\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eadd_provider\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003emedical_professions_provider\u003c/span\u003e)\n\n\u003cspan class=\"pl-c\"\u003e# now you can use:\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003emedical_profession\u003c/span\u003e()\n\u003cspan class=\"pl-c\"\u003e# 'dr.'\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003ca name=\"user-content-how-to-customize-the-lorem-provider\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHow to customize the Lorem Provider\u003c/h2\u003e\u003ca id=\"user-content-how-to-customize-the-lorem-provider\" class=\"anchor\" aria-label=\"Permalink: How to customize the Lorem Provider\" href=\"#how-to-customize-the-lorem-provider\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can provide your own sets of words if you don't want to use the\ndefault lorem ipsum one. The following example shows how to do it with a list of words picked from \u003ca href=\"http://www.cupcakeipsum.com/\" rel=\"nofollow\"\u003ecakeipsum\u003c/a\u003e :\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\nfake = Faker()\n\nmy_word_list = [\n'danish','cheesecake','sugar',\n'Lollipop','wafer','Gummies',\n'sesame','Jelly','beans',\n'pie','bar','Ice','oat' ]\n\nfake.sentence()\n# 'Expedita at beatae voluptatibus nulla omnis.'\n\nfake.sentence(ext_word_list=my_word_list)\n# 'Oat beans oat Lollipop bar cheesecake.'\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e()\n\n\u003cspan class=\"pl-s1\"\u003emy_word_list\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e [\n\u003cspan class=\"pl-s\"\u003e'danish'\u003c/span\u003e,\u003cspan class=\"pl-s\"\u003e'cheesecake'\u003c/span\u003e,\u003cspan class=\"pl-s\"\u003e'sugar'\u003c/span\u003e,\n\u003cspan class=\"pl-s\"\u003e'Lollipop'\u003c/span\u003e,\u003cspan class=\"pl-s\"\u003e'wafer'\u003c/span\u003e,\u003cspan class=\"pl-s\"\u003e'Gummies'\u003c/span\u003e,\n\u003cspan class=\"pl-s\"\u003e'sesame'\u003c/span\u003e,\u003cspan class=\"pl-s\"\u003e'Jelly'\u003c/span\u003e,\u003cspan class=\"pl-s\"\u003e'beans'\u003c/span\u003e,\n\u003cspan class=\"pl-s\"\u003e'pie'\u003c/span\u003e,\u003cspan class=\"pl-s\"\u003e'bar'\u003c/span\u003e,\u003cspan class=\"pl-s\"\u003e'Ice'\u003c/span\u003e,\u003cspan class=\"pl-s\"\u003e'oat'\u003c/span\u003e ]\n\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003esentence\u003c/span\u003e()\n\u003cspan class=\"pl-c\"\u003e# 'Expedita at beatae voluptatibus nulla omnis.'\u003c/span\u003e\n\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003esentence\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003eext_word_list\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-s1\"\u003emy_word_list\u003c/span\u003e)\n\u003cspan class=\"pl-c\"\u003e# 'Oat beans oat Lollipop bar cheesecake.'\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003ca name=\"user-content-how-to-use-with-factory-boy\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHow to use with Factory Boy\u003c/h2\u003e\u003ca id=\"user-content-how-to-use-with-factory-boy\" class=\"anchor\" aria-label=\"Permalink: How to use with Factory Boy\" href=\"#how-to-use-with-factory-boy\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eFactory Boy already ships with integration with \u003ccode\u003eFaker\u003c/code\u003e. Simply use the\n\u003ccode\u003efactory.Faker\u003c/code\u003e method of \u003ccode\u003efactory_boy\u003c/code\u003e:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"import factory\nfrom myapp.models import Book\n\nclass BookFactory(factory.Factory):\n class Meta:\n model = Book\n\n title = factory.Faker('sentence', nb_words=4)\n author_name = factory.Faker('name')\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efactory\u003c/span\u003e\n\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003emyapp\u003c/span\u003e.\u003cspan class=\"pl-s1\"\u003emodels\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eBook\u003c/span\u003e\n\n\u003cspan class=\"pl-k\"\u003eclass\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eBookFactory\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003efactory\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eFactory\u003c/span\u003e):\n \u003cspan class=\"pl-k\"\u003eclass\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eMeta\u003c/span\u003e:\n \u003cspan class=\"pl-s1\"\u003emodel\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eBook\u003c/span\u003e\n\n \u003cspan class=\"pl-s1\"\u003etitle\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efactory\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eFaker\u003c/span\u003e(\u003cspan class=\"pl-s\"\u003e'sentence'\u003c/span\u003e, \u003cspan class=\"pl-s1\"\u003enb_words\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e4\u003c/span\u003e)\n \u003cspan class=\"pl-s1\"\u003eauthor_name\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efactory\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eFaker\u003c/span\u003e(\u003cspan class=\"pl-s\"\u003e'name'\u003c/span\u003e)\u003c/pre\u003e\u003c/div\u003e\n\u003ca name=\"user-content-accessing-the-random-instance\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eAccessing the random instance\u003c/h2\u003e\u003ca id=\"user-content-accessing-the-random-instance\" class=\"anchor\" aria-label=\"Permalink: Accessing the random instance\" href=\"#accessing-the-random-instance\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe \u003ccode\u003e.random\u003c/code\u003e property on the generator returns the instance of\n\u003ccode\u003erandom.Random\u003c/code\u003e used to generate the values:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\nfake = Faker()\nfake.random\nfake.random.getstate()\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e()\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003erandom\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003erandom\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003egetstate\u003c/span\u003e()\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eBy default all generators share the same instance of \u003ccode\u003erandom.Random\u003c/code\u003e, which\ncan be accessed with \u003ccode\u003efrom faker.generator import random\u003c/code\u003e. Using this may\nbe useful for plugins that want to affect all faker instances.\u003c/p\u003e\n\u003ca name=\"user-content-unique-values\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eUnique values\u003c/h2\u003e\u003ca id=\"user-content-unique-values\" class=\"anchor\" aria-label=\"Permalink: Unique values\" href=\"#unique-values\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThrough use of the \u003ccode\u003e.unique\u003c/code\u003e property on the generator, you can guarantee\nthat any generated values are unique for this specific instance.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\nfake = Faker()\nnames = [fake.unique.first_name() for i in range(500)]\nassert len(set(names)) == len(names)\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e()\n\u003cspan class=\"pl-s1\"\u003enames\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e [\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eunique\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003efirst_name\u003c/span\u003e() \u003cspan class=\"pl-k\"\u003efor\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ei\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003ein\u003c/span\u003e \u003cspan class=\"pl-en\"\u003erange\u003c/span\u003e(\u003cspan class=\"pl-c1\"\u003e500\u003c/span\u003e)]\n\u003cspan class=\"pl-k\"\u003eassert\u003c/span\u003e \u003cspan class=\"pl-en\"\u003elen\u003c/span\u003e(\u003cspan class=\"pl-en\"\u003eset\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003enames\u003c/span\u003e)) \u003cspan class=\"pl-c1\"\u003e==\u003c/span\u003e \u003cspan class=\"pl-en\"\u003elen\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003enames\u003c/span\u003e)\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCalling \u003ccode\u003efake.unique.clear()\u003c/code\u003e clears the already seen values.\nNote, to avoid infinite loops, after a number of attempts to find a unique\nvalue, Faker will throw a \u003ccode\u003eUniquenessException\u003c/code\u003e. Beware of the \u003ca href=\"https://en.wikipedia.org/wiki/Birthday_problem\" rel=\"nofollow\"\u003ebirthday\nparadox\u003c/a\u003e, collisions\nare more likely than you'd think.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\n\nfake = Faker()\nfor i in range(3):\n # Raises a UniquenessException\n fake.unique.boolean()\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e()\n\u003cspan class=\"pl-k\"\u003efor\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ei\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003ein\u003c/span\u003e \u003cspan class=\"pl-en\"\u003erange\u003c/span\u003e(\u003cspan class=\"pl-c1\"\u003e3\u003c/span\u003e):\n \u003cspan class=\"pl-c\"\u003e# Raises a UniquenessException\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eunique\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eboolean\u003c/span\u003e()\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eIn addition, only hashable arguments and return values can be used\nwith \u003ccode\u003e.unique\u003c/code\u003e.\u003c/p\u003e\n\u003ca name=\"user-content-seeding-the-generator\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSeeding the Generator\u003c/h2\u003e\u003ca id=\"user-content-seeding-the-generator\" class=\"anchor\" aria-label=\"Permalink: Seeding the Generator\" href=\"#seeding-the-generator\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eWhen using Faker for unit testing, you will often want to generate the same\ndata set. For convenience, the generator also provides a \u003ccode\u003eseed()\u003c/code\u003e method,\nwhich seeds the shared random number generator. A Seed produces the same result\nwhen the same methods with the same version of faker are called.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\nfake = Faker()\nFaker.seed(4321)\n\nprint(fake.name())\n# 'Margaret Boehm'\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e()\n\u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eseed\u003c/span\u003e(\u003cspan class=\"pl-c1\"\u003e4321\u003c/span\u003e)\n\n\u003cspan class=\"pl-en\"\u003eprint\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003ename\u003c/span\u003e())\n\u003cspan class=\"pl-c\"\u003e# 'Margaret Boehm'\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eEach generator can also be switched to use its own instance of \u003ccode\u003erandom.Random\u003c/code\u003e,\nseparated from the shared one, by using the \u003ccode\u003eseed_instance()\u003c/code\u003e method, which acts\nthe same way. For example:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from faker import Faker\nfake = Faker()\nfake.seed_instance(4321)\n\nprint(fake.name())\n# 'Margaret Boehm'\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003efaker\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eFaker\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eFaker\u003c/span\u003e()\n\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eseed_instance\u003c/span\u003e(\u003cspan class=\"pl-c1\"\u003e4321\u003c/span\u003e)\n\n\u003cspan class=\"pl-en\"\u003eprint\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003efake\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003ename\u003c/span\u003e())\n\u003cspan class=\"pl-c\"\u003e# 'Margaret Boehm'\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003ePlease note that as we keep updating datasets, results are not guaranteed to be\nconsistent across patch versions. If you hardcode results in your test, make sure\nyou pinned the version of \u003ccode\u003eFaker\u003c/code\u003e down to the patch number.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIf you are using \u003ccode\u003epytest\u003c/code\u003e, you can seed the \u003ccode\u003efaker\u003c/code\u003e fixture by defining a \u003ccode\u003efaker_seed\u003c/code\u003e\nfixture. Please check out the pytest fixture docs to learn more.\u003c/p\u003e\n\u003ca name=\"user-content-tests\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eTests\u003c/h2\u003e\u003ca id=\"user-content-tests\" class=\"anchor\" aria-label=\"Permalink: Tests\" href=\"#tests\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eRun tests:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ tox\"\u003e\u003cpre\u003e$ tox\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eWrite documentation for the providers of the default locale:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ python -m faker \u0026gt; docs.txt\"\u003e\u003cpre\u003e$ python -m faker \u003cspan class=\"pl-k\"\u003e\u0026gt;\u003c/span\u003e docs.txt\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eWrite documentation for the providers of a specific locale:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ python -m faker --lang=de_DE \u0026gt; docs_de.txt\"\u003e\u003cpre\u003e$ python -m faker --lang=de_DE \u003cspan class=\"pl-k\"\u003e\u0026gt;\u003c/span\u003e docs_de.txt\u003c/pre\u003e\u003c/div\u003e\n\u003ca name=\"user-content-contribute\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eContribute\u003c/h2\u003e\u003ca id=\"user-content-contribute\" class=\"anchor\" aria-label=\"Permalink: Contribute\" href=\"#contribute\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003ePlease see \u003ca href=\"https://github.com/joke2k/faker/blob/master/CONTRIBUTING.rst\"\u003eCONTRIBUTING\u003c/a\u003e.\u003c/p\u003e\n\u003ca name=\"user-content-license\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eLicense\u003c/h2\u003e\u003ca id=\"user-content-license\" class=\"anchor\" aria-label=\"Permalink: License\" href=\"#license\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eFaker is released under the MIT License. See the bundled \u003ca href=\"https://github.com/joke2k/faker/blob/master/LICENSE.txt\"\u003eLICENSE\u003c/a\u003e file\nfor details.\u003c/p\u003e\n\u003ca name=\"user-content-credits\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCredits\u003c/h2\u003e\u003ca id=\"user-content-credits\" class=\"anchor\" aria-label=\"Permalink: Credits\" href=\"#credits\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fzaninotto\"\u003eFZaninotto\u003c/a\u003e / \u003ca href=\"https://github.com/fzaninotto/Faker\"\u003ePHP Faker\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://pypi.org/project/distribute/\" rel=\"nofollow\"\u003eDistribute\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"http://www.buildout.org/\" rel=\"nofollow\"\u003eBuildout\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://pypi.org/project/modern-package-template/\" rel=\"nofollow\"\u003emodern-package-template\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003c/article\u003e","loaded":true,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":[{"level":2,"text":"Compatibility","anchor":"compatibility","htmlText":"Compatibility"},{"level":2,"text":"Basic Usage","anchor":"basic-usage","htmlText":"Basic Usage"},{"level":2,"text":"Pytest fixtures","anchor":"pytest-fixtures","htmlText":"Pytest fixtures"},{"level":2,"text":"Providers","anchor":"providers","htmlText":"Providers"},{"level":2,"text":"Localization","anchor":"localization","htmlText":"Localization"},{"level":2,"text":"Optimizations","anchor":"optimizations","htmlText":"Optimizations"},{"level":2,"text":"Command line usage","anchor":"command-line-usage","htmlText":"Command line usage"},{"level":2,"text":"How to create a Provider","anchor":"how-to-create-a-provider","htmlText":"How to create a Provider"},{"level":2,"text":"How to create a Dynamic Provider","anchor":"how-to-create-a-dynamic-provider","htmlText":"How to create a Dynamic Provider"},{"level":2,"text":"How to customize the Lorem Provider","anchor":"how-to-customize-the-lorem-provider","htmlText":"How to customize the Lorem Provider"},{"level":2,"text":"How to use with Factory Boy","anchor":"how-to-use-with-factory-boy","htmlText":"How to use with Factory Boy"},{"level":2,"text":"Accessing the random instance","anchor":"accessing-the-random-instance","htmlText":"Accessing the random instance"},{"level":2,"text":"Unique values","anchor":"unique-values","htmlText":"Unique values"},{"level":2,"text":"Seeding the Generator","anchor":"seeding-the-generator","htmlText":"Seeding the Generator"},{"level":2,"text":"Tests","anchor":"tests","htmlText":"Tests"},{"level":2,"text":"Contribute","anchor":"contribute","htmlText":"Contribute"},{"level":2,"text":"License","anchor":"license","htmlText":"License"},{"level":2,"text":"Credits","anchor":"credits","htmlText":"Credits"}],"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fjoke2k%2Ffaker"}},{"displayName":"LICENSE.txt","repoName":"faker","refName":"master","path":"LICENSE.txt","preferredFileType":"license","tabName":"MIT","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fjoke2k%2Ffaker"}}],"overviewFilesProcessingTime":0}},"appPayload":{"helpUrl":"https://docs.github.com","findFileWorkerPath":"/assets-cdn/worker/find-file-worker-7d7eb7c71814.js","findInFileWorkerPath":"/assets-cdn/worker/find-in-file-worker-96e76d5fdb2c.js","githubDevUrl":null,"enabled_features":{"copilot_workspace":null,"code_nav_ui_events":false,"overview_shared_code_dropdown_button":false,"react_blob_overlay":false,"accessible_code_button":true,"github_models_repo_integration":false}}}}</script> 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data-hotkey="k"></button><h2 class="sr-only ScreenReaderHeading-module__userSelectNone--vW4Cq prc-Heading-Heading-6CmGO" data-testid="screen-reader-heading" id="folders-and-files">Folders and files</h2><table aria-labelledby="folders-and-files" class="Box-sc-g0xbh4-0 fdROMU"><thead class="Box-sc-g0xbh4-0 jGKpsv"><tr class="Box-sc-g0xbh4-0 jdgHnn"><th colSpan="2" class="Box-sc-g0xbh4-0 bQivRW"><span class="text-bold">Name</span></th><th colSpan="1" class="Box-sc-g0xbh4-0 ldkMIO"><span class="text-bold">Name</span></th><th class="hide-sm"><div title="Last commit message" class="Truncate__StyledTruncate-sc-23o1d2-0 liVpTx width-fit"><span class="text-bold">Last commit message</span></div></th><th colSpan="1" class="Box-sc-g0xbh4-0 jMbWeI"><div title="Last commit date" class="Truncate__StyledTruncate-sc-23o1d2-0 liVpTx width-fit"><span class="text-bold">Last commit date</span></div></th></tr></thead><tbody><tr class="Box-sc-g0xbh4-0 gpqjiB"><td colSpan="3" class="bgColor-muted p-1 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class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="docs" aria-label="docs, (Directory)" class="Link--primary" href="/joke2k/faker/tree/master/docs">docs</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row undefined" id="folder-row-2"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" 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js-snippet-clipboard-copy-unpositioned undefined" data-hpc="true"><article class="markdown-body entry-content container-lg" itemprop="text"><p dir="auto"><em>Faker</em> is a Python package that generates fake data for you. Whether you need to bootstrap your database, create good-looking XML documents, fill-in your persistence to stress test it, or anonymize data taken from a production service, Faker is for you.</p> <p dir="auto">Faker is heavily inspired by <a href="https://github.com/fzaninotto/Faker">PHP Faker</a>, <a href="http://search.cpan.org/~jasonk/Data-Faker-0.07/" rel="nofollow">Perl Faker</a>, and by <a href="https://github.com/stympy/faker">Ruby Faker</a>.</p> <hr> <pre>_|_|_|_| _| _| _|_|_| _| _| _|_| _| _|_| _|_|_| _| _| _|_| _|_|_|_| _|_| _| _| _| _| _| _| _| _| _|_|_| _| _| _|_|_| _| </pre> <p dir="auto"><a href="https://pypi.org/project/Faker/" rel="nofollow"><img alt="Latest version released on PyPI" src="https://camo.githubusercontent.com/6a07be34dad621689a4879c11af6225102166cac8f7d5fff68d837104d3128c2/68747470733a2f2f696d672e736869656c64732e696f2f707970692f762f46616b65722e7376673f7374796c653d666c61742d737175617265266c6162656c3d76657273696f6e" data-canonical-src="https://img.shields.io/pypi/v/Faker.svg?style=flat-square&label=version" style="max-width: 100%;"></a> <a href="https://github.com/joke2k/faker/actions/workflows/ci.yml"><img alt="Build status of the master branch" src="https://github.com/joke2k/faker/actions/workflows/ci.yml/badge.svg" style="max-width: 100%;"> </a> <a href="https://coveralls.io/r/joke2k/faker?branch=master" rel="nofollow"><img alt="Test coverage" src="https://camo.githubusercontent.com/cf40e1f377914e68e69de2e8250505ade83fcc7beec1c98079adf052f4cb027c/68747470733a2f2f696d672e736869656c64732e696f2f636f766572616c6c732f6a6f6b65326b2f66616b65722f6d61737465722e7376673f7374796c653d666c61742d737175617265" data-canonical-src="https://img.shields.io/coveralls/joke2k/faker/master.svg?style=flat-square" style="max-width: 100%;"></a> <a href="https://raw.githubusercontent.com/joke2k/faker/master/LICENSE.txt" rel="nofollow"><img alt="Package license" src="https://camo.githubusercontent.com/991128497f8602153bd750992763959c1103dd72572508939bb4e229c1a5a668/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6c6963656e73652d4d49542d626c75652e7376673f7374796c653d666c61742d737175617265" data-canonical-src="https://img.shields.io/badge/license-MIT-blue.svg?style=flat-square" style="max-width: 100%;"></a></p> <hr> <a name="user-content-compatibility"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Compatibility</h2><a id="user-content-compatibility" class="anchor" aria-label="Permalink: Compatibility" href="#compatibility"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Starting from version <code>4.0.0</code>, <code>Faker</code> dropped support for Python 2 and from version <code>5.0.0</code> only supports Python 3.8 and above. If you still need Python 2 compatibility, please install version <code>3.0.1</code> in the meantime, and please consider updating your codebase to support Python 3 so you can enjoy the latest features <code>Faker</code> has to offer. Please see the <a href="https://faker.readthedocs.io/en/stable/" rel="nofollow">extended docs</a> for more details, especially if you are upgrading from version <code>2.0.4</code> and below as there might be breaking changes.</p> <p dir="auto">This package was also previously called <code>fake-factory</code> which was already deprecated by the end of 2016, and much has changed since then, so please ensure that your project and its dependencies do not depend on the old package.</p> <a name="user-content-basic-usage"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Basic Usage</h2><a id="user-content-basic-usage" class="anchor" aria-label="Permalink: Basic Usage" href="#basic-usage"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Install with pip:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="pip install Faker"><pre>pip install Faker</pre></div> <p dir="auto">Use <code>faker.Faker()</code> to create and initialize a faker generator, which can generate data by accessing properties named after the type of data you want.</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker fake = Faker() fake.name() # 'Lucy Cechtelar' fake.address() # '426 Jordy Lodge # Cartwrightshire, SC 88120-6700' fake.text() # 'Sint velit eveniet. Rerum atque repellat voluptatem quia rerum. Numquam excepturi # beatae sint laudantium consequatur. Magni occaecati itaque sint et sit tempore. Nesciunt # amet quidem. Iusto deleniti cum autem ad quia aperiam. # A consectetur quos aliquam. In iste aliquid et aut similique suscipit. Consequatur qui # quaerat iste minus hic expedita. Consequuntur error magni et laboriosam. Aut aspernatur # voluptatem sit aliquam. Dolores voluptatum est. # Aut molestias et maxime. Fugit autem facilis quos vero. Eius quibusdam possimus est. # Ea quaerat et quisquam. Deleniti sunt quam. Adipisci consequatur id in occaecati. # Et sint et. Ut ducimus quod nemo ab voluptatum.'"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>() <span class="pl-s1">fake</span>.<span class="pl-c1">name</span>() <span class="pl-c"># 'Lucy Cechtelar'</span> <span class="pl-s1">fake</span>.<span class="pl-c1">address</span>() <span class="pl-c"># '426 Jordy Lodge</span> <span class="pl-c"># Cartwrightshire, SC 88120-6700'</span> <span class="pl-s1">fake</span>.<span class="pl-c1">text</span>() <span class="pl-c"># 'Sint velit eveniet. Rerum atque repellat voluptatem quia rerum. Numquam excepturi</span> <span class="pl-c"># beatae sint laudantium consequatur. Magni occaecati itaque sint et sit tempore. Nesciunt</span> <span class="pl-c"># amet quidem. Iusto deleniti cum autem ad quia aperiam.</span> <span class="pl-c"># A consectetur quos aliquam. In iste aliquid et aut similique suscipit. Consequatur qui</span> <span class="pl-c"># quaerat iste minus hic expedita. Consequuntur error magni et laboriosam. Aut aspernatur</span> <span class="pl-c"># voluptatem sit aliquam. Dolores voluptatum est.</span> <span class="pl-c"># Aut molestias et maxime. Fugit autem facilis quos vero. Eius quibusdam possimus est.</span> <span class="pl-c"># Ea quaerat et quisquam. Deleniti sunt quam. Adipisci consequatur id in occaecati.</span> <span class="pl-c"># Et sint et. Ut ducimus quod nemo ab voluptatum.'</span></pre></div> <p dir="auto">Each call to method <code>fake.name()</code> yields a different (random) result. This is because faker forwards <code>faker.Generator.method_name()</code> calls to <code>faker.Generator.format(method_name)</code>.</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="for _ in range(10): print(fake.name()) # 'Adaline Reichel' # 'Dr. Santa Prosacco DVM' # 'Noemy Vandervort V' # 'Lexi O'Conner' # 'Gracie Weber' # 'Roscoe Johns' # 'Emmett Lebsack' # 'Keegan Thiel' # 'Wellington Koelpin II' # 'Ms. Karley Kiehn V'"><pre><span class="pl-k">for</span> <span class="pl-s1">_</span> <span class="pl-c1">in</span> <span class="pl-en">range</span>(<span class="pl-c1">10</span>): <span class="pl-en">print</span>(<span class="pl-s1">fake</span>.<span class="pl-c1">name</span>()) <span class="pl-c"># 'Adaline Reichel'</span> <span class="pl-c"># 'Dr. Santa Prosacco DVM'</span> <span class="pl-c"># 'Noemy Vandervort V'</span> <span class="pl-c"># 'Lexi O'Conner'</span> <span class="pl-c"># 'Gracie Weber'</span> <span class="pl-c"># 'Roscoe Johns'</span> <span class="pl-c"># 'Emmett Lebsack'</span> <span class="pl-c"># 'Keegan Thiel'</span> <span class="pl-c"># 'Wellington Koelpin II'</span> <span class="pl-c"># 'Ms. Karley Kiehn V'</span></pre></div> <a name="user-content-pytest-fixtures"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Pytest fixtures</h2><a id="user-content-pytest-fixtures" class="anchor" aria-label="Permalink: Pytest fixtures" href="#pytest-fixtures"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><code>Faker</code> also has its own <code>pytest</code> plugin which provides a <code>faker</code> fixture you can use in your tests. Please check out the pytest fixture docs to learn more.</p> <a name="user-content-providers"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Providers</h2><a id="user-content-providers" class="anchor" aria-label="Permalink: Providers" href="#providers"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Each of the generator properties (like <code>name</code>, <code>address</code>, and <code>lorem</code>) are called "fake". A faker generator has many of them, packaged in "providers".</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker from faker.providers import internet fake = Faker() fake.add_provider(internet) print(fake.ipv4_private())"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-k">from</span> <span class="pl-s1">faker</span>.<span class="pl-s1">providers</span> <span class="pl-k">import</span> <span class="pl-s1">internet</span> <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>() <span class="pl-s1">fake</span>.<span class="pl-c1">add_provider</span>(<span class="pl-s1">internet</span>) <span class="pl-en">print</span>(<span class="pl-s1">fake</span>.<span class="pl-c1">ipv4_private</span>())</pre></div> <p dir="auto">Check the <a href="https://faker.readthedocs.io/en/stable/" rel="nofollow">extended docs</a> for a list of <a href="https://faker.readthedocs.io/en/stable/providers.html" rel="nofollow">bundled providers</a> and a list of <a href="https://faker.readthedocs.io/en/stable/communityproviders.html" rel="nofollow">community providers</a>.</p> <a name="user-content-localization"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Localization</h2><a id="user-content-localization" class="anchor" aria-label="Permalink: Localization" href="#localization"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><code>faker.Faker</code> can take a locale as an argument, to return localized data. If no localized provider is found, the factory falls back to the default LCID string for US english, ie: <code>en_US</code>.</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker fake = Faker('it_IT') for _ in range(10): print(fake.name()) # 'Elda Palumbo' # 'Pacifico Giordano' # 'Sig. Avide Guerra' # 'Yago Amato' # 'Eustachio Messina' # 'Dott. Violante Lombardo' # 'Sig. Alighieri Monti' # 'Costanzo Costa' # 'Nazzareno Barbieri' # 'Max Coppola'"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>(<span class="pl-s">'it_IT'</span>) <span class="pl-k">for</span> <span class="pl-s1">_</span> <span class="pl-c1">in</span> <span class="pl-en">range</span>(<span class="pl-c1">10</span>): <span class="pl-en">print</span>(<span class="pl-s1">fake</span>.<span class="pl-c1">name</span>()) <span class="pl-c"># 'Elda Palumbo'</span> <span class="pl-c"># 'Pacifico Giordano'</span> <span class="pl-c"># 'Sig. Avide Guerra'</span> <span class="pl-c"># 'Yago Amato'</span> <span class="pl-c"># 'Eustachio Messina'</span> <span class="pl-c"># 'Dott. Violante Lombardo'</span> <span class="pl-c"># 'Sig. Alighieri Monti'</span> <span class="pl-c"># 'Costanzo Costa'</span> <span class="pl-c"># 'Nazzareno Barbieri'</span> <span class="pl-c"># 'Max Coppola'</span></pre></div> <p dir="auto"><code>faker.Faker</code> also supports multiple locales. New in v3.0.0.</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker fake = Faker(['it_IT', 'en_US', 'ja_JP']) for _ in range(10): print(fake.name()) # 鈴木 陽一 # Leslie Moreno # Emma Williams # 渡辺 裕美子 # Marcantonio Galuppi # Martha Davis # Kristen Turner # 中津川 春香 # Ashley Castillo # 山田 桃子"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>([<span class="pl-s">'it_IT'</span>, <span class="pl-s">'en_US'</span>, <span class="pl-s">'ja_JP'</span>]) <span class="pl-k">for</span> <span class="pl-s1">_</span> <span class="pl-c1">in</span> <span class="pl-en">range</span>(<span class="pl-c1">10</span>): <span class="pl-en">print</span>(<span class="pl-s1">fake</span>.<span class="pl-c1">name</span>()) <span class="pl-c"># 鈴木 陽一</span> <span class="pl-c"># Leslie Moreno</span> <span class="pl-c"># Emma Williams</span> <span class="pl-c"># 渡辺 裕美子</span> <span class="pl-c"># Marcantonio Galuppi</span> <span class="pl-c"># Martha Davis</span> <span class="pl-c"># Kristen Turner</span> <span class="pl-c"># 中津川 春香</span> <span class="pl-c"># Ashley Castillo</span> <span class="pl-c"># 山田 桃子</span></pre></div> <p dir="auto">You can check available Faker locales in the source code, under the providers package. The localization of Faker is an ongoing process, for which we need your help. Please don't hesitate to create a localized provider for your own locale and submit a Pull Request (PR).</p> <a name="user-content-optimizations"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Optimizations</h2><a id="user-content-optimizations" class="anchor" aria-label="Permalink: Optimizations" href="#optimizations"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">The Faker constructor takes a performance-related argument called <code>use_weighting</code>. It specifies whether to attempt to have the frequency of values match real-world frequencies (e.g. the English name Gary would be much more frequent than the name Lorimer). If <code>use_weighting</code> is <code>False</code>, then all items have an equal chance of being selected, and the selection process is much faster. The default is <code>True</code>.</p> <a name="user-content-command-line-usage"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Command line usage</h2><a id="user-content-command-line-usage" class="anchor" aria-label="Permalink: Command line usage" href="#command-line-usage"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">When installed, you can invoke faker from the command-line:</p> <div class="highlight highlight-text-shell-session notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="faker [-h] [--version] [-o output] [-l {bg_BG,cs_CZ,...,zh_CN,zh_TW}] [-r REPEAT] [-s SEP] [-i {package.containing.custom_provider otherpkg.containing.custom_provider}] [fake] [fake argument [fake argument ...]]"><pre><span class="pl-c1">faker [-h] [--version] [-o output]</span> <span class="pl-c1"> [-l {bg_BG,cs_CZ,...,zh_CN,zh_TW}]</span> <span class="pl-c1"> [-r REPEAT] [-s SEP]</span> <span class="pl-c1"> [-i {package.containing.custom_provider otherpkg.containing.custom_provider}]</span> <span class="pl-c1"> [fake] [fake argument [fake argument ...]]</span></pre></div> <p dir="auto">Where:</p> <ul dir="auto"> <li><code>faker</code>: is the script when installed in your environment, in development you could use <code>python -m faker</code> instead</li> <li><code>-h</code>, <code>--help</code>: shows a help message</li> <li><code>--version</code>: shows the program's version number</li> <li><code>-o FILENAME</code>: redirects the output to the specified filename</li> <li><code>-l {bg_BG,cs_CZ,...,zh_CN,zh_TW}</code>: allows use of a localized provider</li> <li><code>-r REPEAT</code>: will generate a specified number of outputs</li> <li><code>-s SEP</code>: will generate the specified separator after each generated output</li> <li><code>-i {my.custom_provider other.custom_provider}</code> list of additional custom providers to use. Note that is the import path of the package containing your Provider class, not the custom Provider class itself.</li> <li><code>fake</code>: is the name of the fake to generate an output for, such as <code>name</code>, <code>address</code>, or <code>text</code></li> <li><code>[fake argument ...]</code>: optional arguments to pass to the fake (e.g. the profile fake takes an optional list of comma separated field names as the first argument)</li> </ul> <p dir="auto">Examples:</p> <div class="highlight highlight-text-shell-session notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="$ faker address 968 Bahringer Garden Apt. 722 Kristinaland, NJ 09890 $ faker -l de_DE address Samira-Niemeier-Allee 56 94812 Biedenkopf $ faker profile ssn,birthdate {'ssn': '628-10-1085', 'birthdate': '2008-03-29'} $ faker -r=3 -s=";" name Willam Kertzmann; Josiah Maggio; Gayla Schmitt;"><pre>$ <span class="pl-s1">faker address</span> <span class="pl-c1">968 Bahringer Garden Apt. 722</span> <span class="pl-c1">Kristinaland, NJ 09890</span> $ <span class="pl-s1">faker -l de_DE address</span> <span class="pl-c1">Samira-Niemeier-Allee 56</span> <span class="pl-c1">94812 Biedenkopf</span> $ <span class="pl-s1">faker profile ssn,birthdate</span> <span class="pl-c1">{'ssn': '628-10-1085', 'birthdate': '2008-03-29'}</span> $ <span class="pl-s1">faker -r=3 -s=<span class="pl-s"><span class="pl-pds">"</span>;<span class="pl-pds">"</span></span> name</span> <span class="pl-c1">Willam Kertzmann;</span> <span class="pl-c1">Josiah Maggio;</span> <span class="pl-c1">Gayla Schmitt;</span></pre></div> <a name="user-content-how-to-create-a-provider"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">How to create a Provider</h2><a id="user-content-how-to-create-a-provider" class="anchor" aria-label="Permalink: How to create a Provider" href="#how-to-create-a-provider"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker fake = Faker() # first, import a similar Provider or use the default one from faker.providers import BaseProvider # create new provider class class MyProvider(BaseProvider): def foo(self) -> str: return 'bar' # then add new provider to faker instance fake.add_provider(MyProvider) # now you can use: fake.foo() # 'bar'"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>() <span class="pl-c"># first, import a similar Provider or use the default one</span> <span class="pl-k">from</span> <span class="pl-s1">faker</span>.<span class="pl-s1">providers</span> <span class="pl-k">import</span> <span class="pl-v">BaseProvider</span> <span class="pl-c"># create new provider class</span> <span class="pl-k">class</span> <span class="pl-v">MyProvider</span>(<span class="pl-v">BaseProvider</span>): <span class="pl-k">def</span> <span class="pl-en">foo</span>(<span class="pl-s1">self</span>) <span class="pl-c1">-></span> <span class="pl-smi">str</span>: <span class="pl-k">return</span> <span class="pl-s">'bar'</span> <span class="pl-c"># then add new provider to faker instance</span> <span class="pl-s1">fake</span>.<span class="pl-c1">add_provider</span>(<span class="pl-v">MyProvider</span>) <span class="pl-c"># now you can use:</span> <span class="pl-s1">fake</span>.<span class="pl-c1">foo</span>() <span class="pl-c"># 'bar'</span></pre></div> <a name="user-content-how-to-create-a-dynamic-provider"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">How to create a Dynamic Provider</h2><a id="user-content-how-to-create-a-dynamic-provider" class="anchor" aria-label="Permalink: How to create a Dynamic Provider" href="#how-to-create-a-dynamic-provider"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Dynamic providers can read elements from an external source.</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker from faker.providers import DynamicProvider medical_professions_provider = DynamicProvider( provider_name="medical_profession", elements=["dr.", "doctor", "nurse", "surgeon", "clerk"], ) fake = Faker() # then add new provider to faker instance fake.add_provider(medical_professions_provider) # now you can use: fake.medical_profession() # 'dr.'"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-k">from</span> <span class="pl-s1">faker</span>.<span class="pl-s1">providers</span> <span class="pl-k">import</span> <span class="pl-v">DynamicProvider</span> <span class="pl-s1">medical_professions_provider</span> <span class="pl-c1">=</span> <span class="pl-en">DynamicProvider</span>( <span class="pl-s1">provider_name</span><span class="pl-c1">=</span><span class="pl-s">"medical_profession"</span>, <span class="pl-s1">elements</span><span class="pl-c1">=</span>[<span class="pl-s">"dr."</span>, <span class="pl-s">"doctor"</span>, <span class="pl-s">"nurse"</span>, <span class="pl-s">"surgeon"</span>, <span class="pl-s">"clerk"</span>], ) <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>() <span class="pl-c"># then add new provider to faker instance</span> <span class="pl-s1">fake</span>.<span class="pl-c1">add_provider</span>(<span class="pl-s1">medical_professions_provider</span>) <span class="pl-c"># now you can use:</span> <span class="pl-s1">fake</span>.<span class="pl-c1">medical_profession</span>() <span class="pl-c"># 'dr.'</span></pre></div> <a name="user-content-how-to-customize-the-lorem-provider"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">How to customize the Lorem Provider</h2><a id="user-content-how-to-customize-the-lorem-provider" class="anchor" aria-label="Permalink: How to customize the Lorem Provider" href="#how-to-customize-the-lorem-provider"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">You can provide your own sets of words if you don't want to use the default lorem ipsum one. The following example shows how to do it with a list of words picked from <a href="http://www.cupcakeipsum.com/" rel="nofollow">cakeipsum</a> :</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker fake = Faker() my_word_list = [ 'danish','cheesecake','sugar', 'Lollipop','wafer','Gummies', 'sesame','Jelly','beans', 'pie','bar','Ice','oat' ] fake.sentence() # 'Expedita at beatae voluptatibus nulla omnis.' fake.sentence(ext_word_list=my_word_list) # 'Oat beans oat Lollipop bar cheesecake.'"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>() <span class="pl-s1">my_word_list</span> <span class="pl-c1">=</span> [ <span class="pl-s">'danish'</span>,<span class="pl-s">'cheesecake'</span>,<span class="pl-s">'sugar'</span>, <span class="pl-s">'Lollipop'</span>,<span class="pl-s">'wafer'</span>,<span class="pl-s">'Gummies'</span>, <span class="pl-s">'sesame'</span>,<span class="pl-s">'Jelly'</span>,<span class="pl-s">'beans'</span>, <span class="pl-s">'pie'</span>,<span class="pl-s">'bar'</span>,<span class="pl-s">'Ice'</span>,<span class="pl-s">'oat'</span> ] <span class="pl-s1">fake</span>.<span class="pl-c1">sentence</span>() <span class="pl-c"># 'Expedita at beatae voluptatibus nulla omnis.'</span> <span class="pl-s1">fake</span>.<span class="pl-c1">sentence</span>(<span class="pl-s1">ext_word_list</span><span class="pl-c1">=</span><span class="pl-s1">my_word_list</span>) <span class="pl-c"># 'Oat beans oat Lollipop bar cheesecake.'</span></pre></div> <a name="user-content-how-to-use-with-factory-boy"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">How to use with Factory Boy</h2><a id="user-content-how-to-use-with-factory-boy" class="anchor" aria-label="Permalink: How to use with Factory Boy" href="#how-to-use-with-factory-boy"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Factory Boy already ships with integration with <code>Faker</code>. Simply use the <code>factory.Faker</code> method of <code>factory_boy</code>:</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="import factory from myapp.models import Book class BookFactory(factory.Factory): class Meta: model = Book title = factory.Faker('sentence', nb_words=4) author_name = factory.Faker('name')"><pre><span class="pl-k">import</span> <span class="pl-s1">factory</span> <span class="pl-k">from</span> <span class="pl-s1">myapp</span>.<span class="pl-s1">models</span> <span class="pl-k">import</span> <span class="pl-v">Book</span> <span class="pl-k">class</span> <span class="pl-v">BookFactory</span>(<span class="pl-s1">factory</span>.<span class="pl-c1">Factory</span>): <span class="pl-k">class</span> <span class="pl-v">Meta</span>: <span class="pl-s1">model</span> <span class="pl-c1">=</span> <span class="pl-v">Book</span> <span class="pl-s1">title</span> <span class="pl-c1">=</span> <span class="pl-s1">factory</span>.<span class="pl-c1">Faker</span>(<span class="pl-s">'sentence'</span>, <span class="pl-s1">nb_words</span><span class="pl-c1">=</span><span class="pl-c1">4</span>) <span class="pl-s1">author_name</span> <span class="pl-c1">=</span> <span class="pl-s1">factory</span>.<span class="pl-c1">Faker</span>(<span class="pl-s">'name'</span>)</pre></div> <a name="user-content-accessing-the-random-instance"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Accessing the random instance</h2><a id="user-content-accessing-the-random-instance" class="anchor" aria-label="Permalink: Accessing the random instance" href="#accessing-the-random-instance"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">The <code>.random</code> property on the generator returns the instance of <code>random.Random</code> used to generate the values:</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker fake = Faker() fake.random fake.random.getstate()"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>() <span class="pl-s1">fake</span>.<span class="pl-c1">random</span> <span class="pl-s1">fake</span>.<span class="pl-c1">random</span>.<span class="pl-c1">getstate</span>()</pre></div> <p dir="auto">By default all generators share the same instance of <code>random.Random</code>, which can be accessed with <code>from faker.generator import random</code>. Using this may be useful for plugins that want to affect all faker instances.</p> <a name="user-content-unique-values"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Unique values</h2><a id="user-content-unique-values" class="anchor" aria-label="Permalink: Unique values" href="#unique-values"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Through use of the <code>.unique</code> property on the generator, you can guarantee that any generated values are unique for this specific instance.</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker fake = Faker() names = [fake.unique.first_name() for i in range(500)] assert len(set(names)) == len(names)"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>() <span class="pl-s1">names</span> <span class="pl-c1">=</span> [<span class="pl-s1">fake</span>.<span class="pl-c1">unique</span>.<span class="pl-c1">first_name</span>() <span class="pl-k">for</span> <span class="pl-s1">i</span> <span class="pl-c1">in</span> <span class="pl-en">range</span>(<span class="pl-c1">500</span>)] <span class="pl-k">assert</span> <span class="pl-en">len</span>(<span class="pl-en">set</span>(<span class="pl-s1">names</span>)) <span class="pl-c1">==</span> <span class="pl-en">len</span>(<span class="pl-s1">names</span>)</pre></div> <p dir="auto">Calling <code>fake.unique.clear()</code> clears the already seen values. Note, to avoid infinite loops, after a number of attempts to find a unique value, Faker will throw a <code>UniquenessException</code>. Beware of the <a href="https://en.wikipedia.org/wiki/Birthday_problem" rel="nofollow">birthday paradox</a>, collisions are more likely than you'd think.</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker fake = Faker() for i in range(3): # Raises a UniquenessException fake.unique.boolean()"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>() <span class="pl-k">for</span> <span class="pl-s1">i</span> <span class="pl-c1">in</span> <span class="pl-en">range</span>(<span class="pl-c1">3</span>): <span class="pl-c"># Raises a UniquenessException</span> <span class="pl-s1">fake</span>.<span class="pl-c1">unique</span>.<span class="pl-c1">boolean</span>()</pre></div> <p dir="auto">In addition, only hashable arguments and return values can be used with <code>.unique</code>.</p> <a name="user-content-seeding-the-generator"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Seeding the Generator</h2><a id="user-content-seeding-the-generator" class="anchor" aria-label="Permalink: Seeding the Generator" href="#seeding-the-generator"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">When using Faker for unit testing, you will often want to generate the same data set. For convenience, the generator also provides a <code>seed()</code> method, which seeds the shared random number generator. A Seed produces the same result when the same methods with the same version of faker are called.</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker fake = Faker() Faker.seed(4321) print(fake.name()) # 'Margaret Boehm'"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>() <span class="pl-v">Faker</span>.<span class="pl-c1">seed</span>(<span class="pl-c1">4321</span>) <span class="pl-en">print</span>(<span class="pl-s1">fake</span>.<span class="pl-c1">name</span>()) <span class="pl-c"># 'Margaret Boehm'</span></pre></div> <p dir="auto">Each generator can also be switched to use its own instance of <code>random.Random</code>, separated from the shared one, by using the <code>seed_instance()</code> method, which acts the same way. For example:</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from faker import Faker fake = Faker() fake.seed_instance(4321) print(fake.name()) # 'Margaret Boehm'"><pre><span class="pl-k">from</span> <span class="pl-s1">faker</span> <span class="pl-k">import</span> <span class="pl-v">Faker</span> <span class="pl-s1">fake</span> <span class="pl-c1">=</span> <span class="pl-en">Faker</span>() <span class="pl-s1">fake</span>.<span class="pl-c1">seed_instance</span>(<span class="pl-c1">4321</span>) <span class="pl-en">print</span>(<span class="pl-s1">fake</span>.<span class="pl-c1">name</span>()) <span class="pl-c"># 'Margaret Boehm'</span></pre></div> <p dir="auto">Please note that as we keep updating datasets, results are not guaranteed to be consistent across patch versions. If you hardcode results in your test, make sure you pinned the version of <code>Faker</code> down to the patch number.</p> <p dir="auto">If you are using <code>pytest</code>, you can seed the <code>faker</code> fixture by defining a <code>faker_seed</code> fixture. Please check out the pytest fixture docs to learn more.</p> <a name="user-content-tests"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Tests</h2><a id="user-content-tests" class="anchor" aria-label="Permalink: Tests" href="#tests"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Run tests:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="$ tox"><pre>$ tox</pre></div> <p dir="auto">Write documentation for the providers of the default locale:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="$ python -m faker > docs.txt"><pre>$ python -m faker <span class="pl-k">></span> docs.txt</pre></div> <p dir="auto">Write documentation for the providers of a specific locale:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="$ python -m faker --lang=de_DE > docs_de.txt"><pre>$ python -m faker --lang=de_DE <span class="pl-k">></span> docs_de.txt</pre></div> <a name="user-content-contribute"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Contribute</h2><a id="user-content-contribute" class="anchor" aria-label="Permalink: Contribute" href="#contribute"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Please see <a href="https://github.com/joke2k/faker/blob/master/CONTRIBUTING.rst">CONTRIBUTING</a>.</p> <a name="user-content-license"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">License</h2><a id="user-content-license" class="anchor" aria-label="Permalink: License" href="#license"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Faker is released under the MIT License. See the bundled <a href="https://github.com/joke2k/faker/blob/master/LICENSE.txt">LICENSE</a> file for details.</p> <a name="user-content-credits"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Credits</h2><a id="user-content-credits" class="anchor" aria-label="Permalink: Credits" href="#credits"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 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<p class="f4 my-3"> Faker is a Python package that generates fake data for you. </p> <div class="my-3 d-flex flex-items-center"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link flex-shrink-0 mr-2"> <path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path> </svg> <span class="flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a title="https://faker.readthedocs.io" role="link" target="_blank" rel="noopener 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