blob: 593233b91748c52c759baa27027befb4d162ef93 [file] [log] [blame]
<!--
Javascript to render AIRFLOW-XXX and PR references in text
as HTML links.
Overrides extrahead block from sphinx_rtd_theme
https://www.sphinx-doc.org/en/master/templating.html
-->
<!DOCTYPE html>
<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>airflow.models.dag &mdash; Airflow Documentation</title>
<link rel="stylesheet" href="../../../../_static/_gen/css/main.min.css" type="text/css" />
<link rel="stylesheet" type="text/css" href="../../../../_static/_gen/css//main-custom.min.css" />
<link rel="stylesheet" type="text/css" href="../../../../_static/graphviz.css" />
<link rel="stylesheet" type="text/css" href="../../../../_static/_gen/css//main-custom.min.css" />
<link rel="shortcut icon" href="../../../../_static/pin_32.png"/>
<link rel="index" title="Index" href="../../../../genindex.html" />
<link rel="search" title="Search" href="../../../../search.html" />
<link rel="next" title="airflow.models.dagbag" href="../dagbag/index.html" />
<link rel="prev" title="airflow.models.crypto" href="../crypto/index.html" />
<script>
</script>
<style>
</style>
</head><body class="td-section">
<header>
<nav class="js-navbar-scroll navbar">
<div class="navbar__icon-container">
<a href="/">
<svg xmlns="http://www.w3.org/2000/svg" width="155.314" height="60" viewBox="0 0 155.314 60">
<defs>
<clipPath id="clip-path">
<path id="Rectangle_1" d="M0 0h155.314v60H0z" fill="none" data-name="Rectangle 1"></path>
</clipPath>
</defs>
<g id="logo" transform="translate(-1305 -780.355)">
<g id="Group_2" clip-path="url(#clip-path)" data-name="Group 2" transform="translate(1305 780.355)">
<g id="Group_1" data-name="Group 1" transform="translate(.486 .486)">
<path id="Path_1" d="M1307.562 880.867l28.187-28.893a.521.521 0 0 0 .063-.666c-1.714-2.393-4.877-2.808-6.049-4.416-3.472-4.763-4.353-7.459-5.845-7.292a.456.456 0 0 0-.271.143l-10.182 10.438c-5.858 6-6.7 19.225-6.852 30.3a.552.552 0 0 0 .949.386z" fill="#017cee" data-name="Path 1" transform="translate(-1306.613 -822.232)"></path>
<path id="Path_2" d="M1405.512 908.489l-28.893-28.189a.521.521 0 0 0-.667-.063c-2.393 1.715-2.808 4.877-4.416 6.049-4.763 3.472-7.459 4.353-7.292 5.845a.456.456 0 0 0 .143.27l10.438 10.182c6 5.858 19.225 6.7 30.3 6.852a.552.552 0 0 0 .387-.946z" fill="#00ad46" data-name="Path 2" transform="translate(-1346.876 -850.567)"></path>
<path id="Path_3" d="M1373.909 902.252c-3.28-3.2-4.8-9.53 1.486-22.583-10.219 4.567-13.8 10.57-12.039 12.289z" fill="#04d659" data-name="Path 3" transform="translate(-1345.96 -850.233)"></path>
<path id="Path_4" d="M1433.132 782.359l-28.186 28.893a.52.52 0 0 0-.063.666c1.715 2.393 4.876 2.808 6.049 4.416 3.472 4.763 4.354 7.459 5.845 7.292a.454.454 0 0 0 .271-.143l10.182-10.438c5.858-6 6.7-19.225 6.852-30.3a.553.553 0 0 0-.95-.386z" fill="#00c7d4" data-name="Path 4" transform="translate(-1375.21 -782.123)"></path>
<path id="Path_5" d="M1426.9 881.155c-3.2 3.28-9.53 4.8-22.584-1.486 4.567 10.219 10.57 13.8 12.289 12.039z" fill="#11e1ee" data-name="Path 5" transform="translate(-1374.875 -850.233)"></path>
<path id="Path_6" d="M1307 782.919l28.893 28.186a.521.521 0 0 0 .666.063c2.393-1.715 2.808-4.877 4.416-6.049 4.763-3.472 7.459-4.353 7.292-5.845a.459.459 0 0 0-.143-.271l-10.438-10.182c-6-5.858-19.225-6.7-30.3-6.852a.552.552 0 0 0-.386.95z" fill="#e43921" data-name="Path 6" transform="translate(-1306.766 -781.97)"></path>
<path id="Path_7" d="M1405.8 804.711c3.28 3.2 4.8 9.53-1.486 22.584 10.219-4.567 13.8-10.571 12.039-12.289z" fill-rule="evenodd" fill="#ff7557" data-name="Path 7" transform="translate(-1374.875 -797.859)"></path>
<path id="Path_8" d="M1329.355 849.266c3.2-3.28 9.53-4.8 22.584 1.486-4.567-10.219-10.57-13.8-12.289-12.039z" fill="#0cb6ff" data-name="Path 8" transform="translate(-1322.503 -821.316)"></path>
<circle id="Ellipse_1" cx="1.26" cy="1.26" r="1.26" fill="#4a4848" data-name="Ellipse 1" transform="translate(28.18 28.171)"></circle>
<path id="Path_9" d="M1527.558 827.347a.229.229 0 0 1-.223-.223.458.458 0 0 1 .011-.123l2.766-7.214a.346.346 0 0 1 .357-.245h.758a.348.348 0 0 1 .357.245l2.754 7.214.022.123a.228.228 0 0 1-.223.223h-.568a.288.288 0 0 1-.19-.056.352.352 0 0 1-.089-.134l-.613-1.583h-3.657l-.613 1.583a.317.317 0 0 1-.1.134.269.269 0 0 1-.178.056zm4.795-2.732l-1.505-3.958-1.505 3.958zm3.322 4.85a.258.258 0 0 1-.189-.078.241.241 0 0 1-.067-.178v-7.4a.241.241 0 0 1 .067-.178.258.258 0 0 1 .189-.078h.513a.268.268 0 0 1 .256.256v.49a2.118 2.118 0 0 1 1.828-.858 2.092 2.092 0 0 1 1.751.736 3.135 3.135 0 0 1 .636 1.9q.011.122.011.379t-.011.379a3.168 3.168 0 0 1-.636 1.9 2.111 2.111 0 0 1-1.751.736 2.154 2.154 0 0 1-1.806-.836v2.587a.241.241 0 0 1-.067.178.223.223 0 0 1-.179.078zm2.364-2.91a1.324 1.324 0 0 0 1.149-.491 2.266 2.266 0 0 0 .4-1.293q.011-.111.011-.323 0-2.107-1.562-2.107a1.365 1.365 0 0 0-1.159.513 2.111 2.111 0 0 0-.412 1.2l-.012.424.012.435a1.862 1.862 0 0 0 .424 1.149 1.4 1.4 0 0 0 1.148.493zm5.628.9a2.329 2.329 0 0 1-1.015-.223 1.94 1.94 0 0 1-.747-.6 1.487 1.487 0 0 1-.268-.859 1.459 1.459 0 0 1 .6-1.2 3.4 3.4 0 0 1 1.65-.624l1.661-.234v-.323q0-1.137-1.3-1.137a1.4 1.4 0 0 0-.8.212 1.376 1.376 0 0 0-.468.48.305.305 0 0 1-.089.145.18.18 0 0 1-.134.045h-.48a.23.23 0 0 1-.245-.245 1.17 1.17 0 0 1 .245-.6 1.931 1.931 0 0 1 .747-.591 2.7 2.7 0 0 1 1.238-.256 2.351 2.351 0 0 1 1.8.591 2.032 2.032 0 0 1 .547 1.45v3.613a.257.257 0 0 1-.078.19.24.24 0 0 1-.178.067h-.513a.233.233 0 0 1-.257-.256v-.479a1.923 1.923 0 0 1-.714.6 2.557 2.557 0 0 1-1.203.237zm.234-.836a1.579 1.579 0 0 0 1.182-.469 1.881 1.881 0 0 0 .468-1.371v-.312l-1.293.19a2.918 2.918 0 0 0-1.193.379.761.761 0 0 0-.4.658.784.784 0 0 0 .368.691 1.585 1.585 0 0 0 .867.237zm6.643.836a2.556 2.556 0 0 1-1.873-.669 2.738 2.738 0 0 1-.714-1.9l-.011-.446.011-.446a2.7 2.7 0 0 1 .714-1.885 2.531 2.531 0 0 1 1.873-.68 2.917 2.917 0 0 1 1.36.29 2.077 2.077 0 0 1 .825.714 1.7 1.7 0 0 1 .3.848.2.2 0 0 1-.067.178.281.281 0 0 1-.19.067h-.535a.265.265 0 0 1-.168-.045.458.458 0 0 1-.111-.178 1.428 1.428 0 0 0-.535-.758 1.516 1.516 0 0 0-.87-.234 1.45 1.45 0 0 0-1.1.435 1.952 1.952 0 0 0-.435 1.3l-.011.4.011.379a1.969 1.969 0 0 0 .435 1.316 1.446 1.446 0 0 0 1.1.424 1.577 1.577 0 0 0 .87-.223 1.493 1.493 0 0 0 .535-.769.458.458 0 0 1 .111-.178.228.228 0 0 1 .168-.056h.535a.258.258 0 0 1 .19.078.2.2 0 0 1 .067.178 1.75 1.75 0 0 1-.3.847 2.078 2.078 0 0 1-.825.714 2.876 2.876 0 0 1-1.361.302zm4.078-.112a.233.233 0 0 1-.257-.256v-7.4a.241.241 0 0 1 .067-.178.259.259 0 0 1 .19-.078h.557a.267.267 0 0 1 .257.256v2.6a2.167 2.167 0 0 1 .758-.624 2.353 2.353 0 0 1 1.082-.223 2.067 2.067 0 0 1 1.661.691 2.642 2.642 0 0 1 .6 1.818v3.144a.257.257 0 0 1-.078.19.24.24 0 0 1-.178.067h-.557a.233.233 0 0 1-.256-.256V824a1.775 1.775 0 0 0-.39-1.227 1.387 1.387 0 0 0-1.1-.435 1.481 1.481 0 0 0-1.126.446 1.7 1.7 0 0 0-.412 1.215v3.088a.257.257 0 0 1-.078.19.24.24 0 0 1-.178.067zm8.846.112a2.466 2.466 0 0 1-1.84-.7 2.938 2.938 0 0 1-.747-1.94l-.011-.379.011-.368a2.953 2.953 0 0 1 .758-1.918 2.7 2.7 0 0 1 3.735.078 3.114 3.114 0 0 1 .68 2.119v.19a.257.257 0 0 1-.078.189.241.241 0 0 1-.178.067h-3.858v.1a2.11 2.11 0 0 0 .435 1.238 1.332 1.332 0 0 0 1.081.5 1.563 1.563 0 0 0 .836-.2 1.7 1.7 0 0 0 .491-.435.6.6 0 0 1 .145-.156.391.391 0 0 1 .19-.033h.547a.252.252 0 0 1 .167.056.192.192 0 0 1 .067.156.975.975 0 0 1-.312.591 2.51 2.51 0 0 1-.859.6 3.049 3.049 0 0 1-1.26.248zm1.527-3.434v-.033a1.817 1.817 0 0 0-.424-1.249 1.512 1.512 0 0 0-2.23 0 1.883 1.883 0 0 0-.4 1.249v.033z" fill="#51504f" data-name="Path 9" transform="translate(-1460.834 -808.144)"></path>
<path id="Path_10" d="M1527.2 827.081l-.061.061zm-.056-.279l-.08-.031zm2.766-7.214l.08.031zm1.472 0l-.081.029zm2.754 7.214l.084-.015a.064.064 0 0 0 0-.015zm.022.123h.086v-.015zm-.067.156l.06.061zm-.914.011l-.061.061.006.005zm-.089-.134l.081-.027zm-.613-1.583l.08-.031a.086.086 0 0 0-.08-.055zm-3.657 0v-.086a.086.086 0 0 0-.08.055zm-.613 1.583l-.08-.031zm-.1.134l.055.066zm4.047-2.676v.086a.086.086 0 0 0 .08-.116zm-1.505-3.958l.08-.03a.086.086 0 0 0-.16 0zm-1.505 3.958l-.08-.03a.086.086 0 0 0 .08.116zm-1.784 2.646a.128.128 0 0 1-.1-.042l-.122.121a.3.3 0 0 0 .217.092zm-.1-.042a.129.129 0 0 1-.042-.1h-.171a.3.3 0 0 0 .092.217zm-.042-.1a.38.38 0 0 1 .007-.1l-.163-.054a.514.514 0 0 0-.016.15zm.005-.092l2.765-7.214-.16-.061-2.765 7.214zm2.766-7.216a.283.283 0 0 1 .1-.143.3.3 0 0 1 .174-.046v-.172a.47.47 0 0 0-.271.076.453.453 0 0 0-.166.226zm.276-.189h.758v-.172h-.758zm.758 0a.3.3 0 0 1 .175.046.283.283 0 0 1 .1.143l.161-.059a.451.451 0 0 0-.166-.226.47.47 0 0 0-.272-.076zm.277.19l2.754 7.214.16-.061-2.754-7.214zm2.75 7.2l.022.123.169-.031-.022-.123zm.021.107a.13.13 0 0 1-.042.1l.121.121a.3.3 0 0 0 .092-.217zm-.042.1a.13.13 0 0 1-.1.042v.171a.3.3 0 0 0 .217-.092zm-.1.042h-.568v.171h.568zm-.568 0a.206.206 0 0 1-.135-.036l-.11.132a.373.373 0 0 0 .245.076zm-.129-.031a.262.262 0 0 1-.069-.1l-.162.054a.431.431 0 0 0 .11.167zm-.07-.1l-.613-1.584-.16.062.613 1.583zm-.693-1.638h-3.657v.171h3.657zm-3.737.055l-.614 1.584.16.062.613-1.583zm-.615 1.587a.235.235 0 0 1-.075.1l.111.13a.4.4 0 0 0 .126-.172zm-.074.1a.185.185 0 0 1-.124.036v.171a.354.354 0 0 0 .233-.076zm-.124.036h-.569v.171h.569zm4.306-2.677l-1.505-3.958-.16.061 1.505 3.958zm-1.666-3.958l-1.505 3.958.16.061 1.505-3.958zm-1.425 4.075h3.01v-.171h-3.01zm6.143 4.687l-.06.061zm0-7.761l.061.061zm.881 0l-.065.056.01.009zm.078.669h-.086a.086.086 0 0 0 .155.051zm3.579-.123l-.067.053zm.636 1.9h-.086zm0 .758l-.085-.007zm-.636 1.9l.067.054zm-3.557-.1l.068-.052a.086.086 0 0 0-.154.052zm-.067 2.765l-.061-.06zm2.787-3.323l-.069-.051zm.4-1.293l-.085-.008v.005zm-2.709-1.918l-.068-.052zm-.413 1.2h-.086zm-.011.423h-.085zm.011.435h-.086zm.424 1.149l.066-.054zm-1.216 3.315a.173.173 0 0 1-.129-.053l-.121.121a.342.342 0 0 0 .25.1zm-.129-.053a.157.157 0 0 1-.042-.118h-.172a.325.325 0 0 0 .092.239zm-.042-.118v-7.4h-.172v7.4zm0-7.4a.157.157 0 0 1 .042-.118l-.121-.121a.324.324 0 0 0-.092.239zm.042-.118a.173.173 0 0 1 .129-.053v-.172a.342.342 0 0 0-.25.1zm.129-.053h.513v-.172h-.513zm.513 0a.137.137 0 0 1 .113.048l.13-.111a.309.309 0 0 0-.244-.108zm.123.058a.137.137 0 0 1 .048.113h.171a.309.309 0 0 0-.108-.243zm.048.113v.49h.171v-.49zm.155.541a2.033 2.033 0 0 1 1.759-.823v-.171a2.2 2.2 0 0 0-1.9.894zm1.759-.823a2.007 2.007 0 0 1 1.683.7l.135-.106a2.177 2.177 0 0 0-1.818-.768zm1.683.7a3.045 3.045 0 0 1 .617 1.845l.171-.007a3.218 3.218 0 0 0-.654-1.946zm.617 1.85c.007.078.011.2.011.372h.171c0-.171 0-.3-.012-.387zm.011.372c0 .171 0 .294-.011.372l.17.015c.008-.086.012-.216.012-.387zm-.011.376a3.08 3.08 0 0 1-.617 1.846l.134.106a3.25 3.25 0 0 0 .654-1.945zm-.617 1.845a2.025 2.025 0 0 1-1.683.7v.171a2.2 2.2 0 0 0 1.817-.768zm-1.683.7a2.068 2.068 0 0 1-1.739-.8l-.136.1a2.239 2.239 0 0 0 1.874.87zm-1.892-.75v2.587h.172v-2.587zm0 2.587a.156.156 0 0 1-.042.118l.121.121a.325.325 0 0 0 .092-.239zm-.046.123a.138.138 0 0 1-.114.048v.172a.308.308 0 0 0 .244-.108zm-.114.048h-.546v.172h.546zm1.817-2.739a1.408 1.408 0 0 0 1.218-.526l-.138-.1a1.24 1.24 0 0 1-1.079.455zm1.217-.525a2.355 2.355 0 0 0 .419-1.341l-.171-.007a2.182 2.182 0 0 1-.385 1.246zm.418-1.336c.008-.079.012-.19.012-.332h-.172c0 .14 0 .245-.011.315zm.012-.332a2.726 2.726 0 0 0-.407-1.632 1.448 1.448 0 0 0-1.24-.562v.171a1.278 1.278 0 0 1 1.1.492 2.565 2.565 0 0 1 .374 1.53zm-1.647-2.193a1.452 1.452 0 0 0-1.228.547l.136.1a1.282 1.282 0 0 1 1.091-.479zm-1.228.547a2.2 2.2 0 0 0-.43 1.252l.172.008a2.028 2.028 0 0 1 .4-1.157zm-.43 1.254l-.011.424h.171l.011-.424zm-.011.428l.011.435h.172l-.011-.435zm.011.436a1.95 1.95 0 0 0 .443 1.2l.133-.109a1.776 1.776 0 0 1-.4-1.1zm.443 1.2a1.484 1.484 0 0 0 1.214.522v-.171a1.314 1.314 0 0 1-1.082-.459zm5.828 1.117l.037-.077zm-.747-.6l-.07.049zm.335-2.063l.052.068zm1.65-.624l.012.085zm1.661-.234l.012.085a.086.086 0 0 0 .074-.085zm-2.107-1.249l.046.072zm-.468.48l-.075-.042a.083.083 0 0 0-.006.015zm-.089.145l-.054-.067-.007.006zm-.792-.022l-.065.056.009.009zm-.067-.178h-.086zm.245-.6l-.07-.049zm.747-.591l.038.077zm3.033.334l-.063.058zm.468 5.252l.06.061zm-.881 0l-.065.056a.043.043 0 0 0 .009.009zm-.067-.669h.086a.086.086 0 0 0-.156-.048zm-.714.6l-.04-.076zm.223-1.059l-.062-.06zm.468-1.684h.086a.086.086 0 0 0-.1-.085zm-1.293.189l.012.085zm-1.193.379l.046.072zm-.033 1.349l-.047.071zm.635.985a2.241 2.241 0 0 1-.978-.215l-.074.155a2.412 2.412 0 0 0 1.051.231zm-.978-.215a1.859 1.859 0 0 1-.715-.576l-.138.1a2.024 2.024 0 0 0 .779.629zm-.713-.573a1.4 1.4 0 0 1-.253-.81h-.172a1.571 1.571 0 0 0 .283.907zm-.253-.81a1.374 1.374 0 0 1 .569-1.136l-.105-.135a1.544 1.544 0 0 0-.635 1.272zm.569-1.137a3.316 3.316 0 0 1 1.609-.607l-.024-.17a3.481 3.481 0 0 0-1.691.642zm1.609-.607l1.661-.234-.024-.17-1.662.234zm1.735-.319v-.323h-.171v.323zm0-.323a1.156 1.156 0 0 0-.355-.917 1.536 1.536 0 0 0-1.035-.306v.172a1.37 1.37 0 0 1 .922.263.986.986 0 0 1 .3.788zm-1.39-1.223a1.486 1.486 0 0 0-.851.227l.1.142a1.316 1.316 0 0 1 .755-.2zm-.849.226a1.452 1.452 0 0 0-.5.51l.15.084a1.286 1.286 0 0 1 .44-.449zm-.5.524a.226.226 0 0 1-.062.105l.107.134a.391.391 0 0 0 .117-.185zm-.068.112a.1.1 0 0 1-.073.019v.171a.266.266 0 0 0 .194-.07zm-.073.019h-.48v.171h.48zm-.48 0a.18.18 0 0 1-.122-.046l-.112.13a.352.352 0 0 0 .234.087zm-.113-.037a.18.18 0 0 1-.047-.123h-.171a.352.352 0 0 0 .087.234zm-.047-.119a1.1 1.1 0 0 1 .23-.557l-.14-.1a1.253 1.253 0 0 0-.261.648zm.23-.556a1.843 1.843 0 0 1 .715-.564l-.075-.154a2.018 2.018 0 0 0-.78.618zm.716-.564a2.611 2.611 0 0 1 1.2-.247v-.171a2.781 2.781 0 0 0-1.277.266zm1.2-.247a2.268 2.268 0 0 1 1.732.563l.126-.116a2.435 2.435 0 0 0-1.858-.618zm1.733.564a1.945 1.945 0 0 1 .523 1.391h.171a2.117 2.117 0 0 0-.57-1.508zm.523 1.391v3.613h.171v-3.613zm0 3.613a.172.172 0 0 1-.053.129l.121.121a.344.344 0 0 0 .1-.25zm-.053.129a.157.157 0 0 1-.118.042v.171a.326.326 0 0 0 .239-.092zm-.118.042h-.513v.171h.513zm-.513 0a.2.2 0 0 1-.134-.046l-.111.13a.367.367 0 0 0 .245.088zm-.124-.037a.194.194 0 0 1-.047-.134h-.171a.366.366 0 0 0 .087.245zm-.047-.134v-.479h-.171v.479zm-.156-.528a1.846 1.846 0 0 1-.683.575l.079.152a2.012 2.012 0 0 0 .745-.629zm-.683.575a2.476 2.476 0 0 1-1.153.236v.171a2.644 2.644 0 0 0 1.233-.255zm-.919-.429a1.666 1.666 0 0 0 1.244-.494l-.123-.12a1.493 1.493 0 0 1-1.121.442zm1.244-.494a1.969 1.969 0 0 0 .492-1.431h-.171a1.8 1.8 0 0 1-.444 1.312zm.492-1.431v-.312h-.171v.312zm-.1-.4l-1.293.189.025.17 1.293-.189zm-1.293.189a3 3 0 0 0-1.228.393l.095.143a2.837 2.837 0 0 1 1.158-.365zm-1.227.392a.845.845 0 0 0-.441.73h.172a.676.676 0 0 1 .362-.586zm-.441.73a.869.869 0 0 0 .406.762l.095-.142a.7.7 0 0 1-.33-.62zm.408.764a1.673 1.673 0 0 0 .916.247v-.171a1.5 1.5 0 0 1-.823-.221zm5.686.329l-.061.06zm-.714-1.9h-.085zm-.011-.446h-.085zm.011-.446h-.085zm.714-1.885l.061.061zm3.234-.39l-.04.076zm.825.713l-.073.046zm.3.848h-.086zm-.067.178l.056.065zm-.892.022l.054-.067zm-.112-.178l-.081.029zm-.535-.758l-.048.071zm-1.974.2l-.062-.059zm-.435 1.3h-.086zm-.011.4h-.086zm.011.379h-.086zm.435 1.316l-.062.059zm1.974.2l.046.072zm.535-.769l-.079-.033zm.112-.178l.054.067.007-.006zm.892.022l-.061.06zm.067.178l-.085-.009zm-.3.847l-.072-.046zm-.825.714l-.04-.076zm-1.36.2a2.471 2.471 0 0 1-1.814-.644l-.12.122a2.64 2.64 0 0 0 1.933.694zm-1.813-.643a2.653 2.653 0 0 1-.689-1.839l-.171.006a2.822 2.822 0 0 0 .738 1.952zm-.689-1.838l-.011-.446h-.171l.011.446zm-.011-.442l.011-.446h-.171l-.011.446zm.011-.445a2.611 2.611 0 0 1 .689-1.827l-.122-.121a2.78 2.78 0 0 0-.738 1.942zm.689-1.827a2.447 2.447 0 0 1 1.813-.655v-.171a2.617 2.617 0 0 0-1.934.705zm1.813-.655a2.836 2.836 0 0 1 1.32.28l.079-.152a3 3 0 0 0-1.4-.3zm1.32.28a1.99 1.99 0 0 1 .792.683l.145-.091a2.158 2.158 0 0 0-.858-.744zm.793.685a1.617 1.617 0 0 1 .287.8l.171-.009a1.789 1.789 0 0 0-.315-.89zm.287.809a.11.11 0 0 1-.037.1l.112.13a.281.281 0 0 0 .1-.252zm-.037.1a.2.2 0 0 1-.134.046v.171a.369.369 0 0 0 .246-.088zm-.134.046h-.535v.171h.535zm-.535 0a.184.184 0 0 1-.114-.026l-.107.134a.345.345 0 0 0 .221.064zm-.114-.026a.389.389 0 0 1-.086-.144l-.158.066a.533.533 0 0 0 .137.212zm-.084-.14a1.514 1.514 0 0 0-.57-.8l-.093.144a1.343 1.343 0 0 1 .5.715zm-.568-.8a1.6 1.6 0 0 0-.918-.249v.171a1.435 1.435 0 0 1 .822.219zm-.918-.249a1.535 1.535 0 0 0-1.166.462l.124.118a1.364 1.364 0 0 1 1.042-.408zm-1.166.462a2.036 2.036 0 0 0-.458 1.36l.171.006a1.872 1.872 0 0 1 .411-1.249zm-.458 1.361l-.011.4h.171l.011-.4zm-.011.406l.011.379.171-.005-.011-.379zm.011.38a2.052 2.052 0 0 0 .458 1.371l.124-.118a1.889 1.889 0 0 1-.411-1.26zm.458 1.371a1.533 1.533 0 0 0 1.166.451v-.172a1.363 1.363 0 0 1-1.042-.4zm1.166.451a1.661 1.661 0 0 0 .916-.237l-.093-.144a1.491 1.491 0 0 1-.823.209zm.918-.238a1.576 1.576 0 0 0 .568-.812l-.162-.057a1.409 1.409 0 0 1-.5.727zm.566-.807a.39.39 0 0 1 .086-.144l-.107-.134a.533.533 0 0 0-.137.213zm.093-.151a.144.144 0 0 1 .107-.031v-.171a.31.31 0 0 0-.228.081zm.107-.031h.535v-.171h-.535zm.535 0a.173.173 0 0 1 .129.053l.121-.121a.344.344 0 0 0-.25-.1zm.134.057a.11.11 0 0 1 .037.1l.17.017a.281.281 0 0 0-.1-.252zm.037.109a1.664 1.664 0 0 1-.288.806l.144.092a1.839 1.839 0 0 0 .315-.889zm-.288.806a1.989 1.989 0 0 1-.792.683l.079.152a2.162 2.162 0 0 0 .858-.744zm-.793.684a2.8 2.8 0 0 1-1.32.28v.171a2.96 2.96 0 0 0 1.4-.3zm2.568.187l-.065.056.01.009zm0-7.772l.061.06zm.926 0l-.065.056.009.009zm.078 2.776h-.085a.086.086 0 0 0 .153.053zm.758-.624l.038.077zm2.743.468l-.065.056zm.524 5.151l-.061-.06zm-.925 0l-.065.056.009.009zm-.457-4.5l-.065.056zm-2.23.011l-.062-.059zm-.49 4.493l-.061-.06zm-.736-.019a.2.2 0 0 1-.134-.046l-.112.13a.367.367 0 0 0 .245.088zm-.124-.037a.2.2 0 0 1-.046-.134h-.172a.367.367 0 0 0 .087.245zm-.046-.134v-7.4h-.172v7.4zm0-7.4a.156.156 0 0 1 .042-.118l-.121-.121a.326.326 0 0 0-.092.239zm.042-.118a.172.172 0 0 1 .129-.053v-.171a.343.343 0 0 0-.25.1zm.129-.053h.557v-.171h-.557zm.557 0a.137.137 0 0 1 .113.048l.13-.112a.308.308 0 0 0-.244-.108zm.122.057a.137.137 0 0 1 .048.113h.172a.309.309 0 0 0-.108-.243zm.048.113v2.6h.172v-2.6zm.153 2.651a2.076 2.076 0 0 1 .728-.6l-.075-.154a2.248 2.248 0 0 0-.788.649zm.73-.6a2.272 2.272 0 0 1 1.043-.214v-.171a2.438 2.438 0 0 0-1.121.232zm1.043-.214a1.982 1.982 0 0 1 1.6.661l.13-.112a2.152 2.152 0 0 0-1.727-.721zm1.6.663a2.557 2.557 0 0 1 .581 1.761h.171a2.727 2.727 0 0 0-.624-1.874zm.581 1.761v3.144h.171v-3.144zm0 3.144a.173.173 0 0 1-.053.129l.121.121a.345.345 0 0 0 .1-.25zm-.053.129a.156.156 0 0 1-.118.042v.171a.327.327 0 0 0 .239-.092zm-.118.042h-.557v.171h.557zm-.557 0a.2.2 0 0 1-.134-.046l-.112.13a.367.367 0 0 0 .245.088zm-.124-.037a.2.2 0 0 1-.046-.134h-.172a.368.368 0 0 0 .087.245zm-.046-.134V823.8h-.172v3.088zm0-3.088a1.859 1.859 0 0 0-.412-1.284l-.128.114a1.69 1.69 0 0 1 .368 1.169zm-.411-1.283a1.471 1.471 0 0 0-1.169-.464v.171a1.3 1.3 0 0 1 1.039.406zm-1.169-.464a1.566 1.566 0 0 0-1.188.473l.124.118a1.4 1.4 0 0 1 1.064-.419zm-1.188.473a1.779 1.779 0 0 0-.436 1.275h.172a1.609 1.609 0 0 1 .389-1.156zm-.436 1.275v3.088h.172V823.8zm0 3.088a.172.172 0 0 1-.053.129l.121.121a.344.344 0 0 0 .1-.25zm-.053.129a.156.156 0 0 1-.118.042v.171a.327.327 0 0 0 .239-.092zm-.118.042h-.557v.171h.557zm6.449-.505l-.062.059zm-.747-1.94h-.086zm-.012-.379h-.085v.005zm.012-.368l-.086-.006zm.758-1.918l-.061-.06zm3.735.078l-.065.056zm.6 2.5l.061.061zm-4.036.067v-.086a.086.086 0 0 0-.086.086zm0 .1h-.086zm.435 1.238l-.068.053zm1.918.3l.045.073zm.491-.435l-.069-.051zm.145-.156l.039.077h.006zm.9.022l-.055.066zm-.245.747l-.064-.057zm-.858.6l.035.078zm.267-3.189v.086a.086.086 0 0 0 .086-.086zm-.424-1.282l-.066.055zm-2.23 0l-.065-.055zm-.4 1.282h-.086a.086.086 0 0 0 .086.086zm1.528 3.349a2.38 2.38 0 0 1-1.779-.677l-.122.12a2.55 2.55 0 0 0 1.9.728zm-1.778-.676a2.86 2.86 0 0 1-.724-1.886l-.171.009a3.027 3.027 0 0 0 .771 1.995zm-.723-1.884l-.011-.379h-.171l.011.379zm-.011-.374l.011-.368-.172-.005-.011.368zm.011-.365a2.871 2.871 0 0 1 .735-1.864l-.124-.118a3.042 3.042 0 0 0-.782 1.971zm.734-1.864a2.331 2.331 0 0 1 1.756-.687v-.171a2.5 2.5 0 0 0-1.879.74zm1.756-.687a2.307 2.307 0 0 1 1.853.762l.13-.112a2.477 2.477 0 0 0-1.983-.821zm1.854.762a3.03 3.03 0 0 1 .659 2.062h.172a3.2 3.2 0 0 0-.7-2.175zm.659 2.062v.19h.172v-.19zm0 .19a.172.172 0 0 1-.053.129l.121.121a.345.345 0 0 0 .1-.25zm-.053.129a.156.156 0 0 1-.118.042v.171a.327.327 0 0 0 .239-.092zm-.118.042h-3.858v.171h3.858zm-3.944.086v.1h.172v-.1zm0 .1a2.2 2.2 0 0 0 .453 1.287l.135-.106a2.027 2.027 0 0 1-.417-1.189zm.454 1.288a1.418 1.418 0 0 0 1.148.533v-.171a1.247 1.247 0 0 1-1.015-.47zm1.148.533a1.647 1.647 0 0 0 .882-.214l-.09-.146a1.481 1.481 0 0 1-.791.188zm.882-.214a1.777 1.777 0 0 0 .515-.458l-.14-.1a1.613 1.613 0 0 1-.466.412zm.513-.456a1.251 1.251 0 0 1 .081-.1.28.28 0 0 1 .026-.025l.008-.006-.077-.153a.326.326 0 0 0-.083.068 1.55 1.55 0 0 0-.092.113zm.12-.134a.328.328 0 0 1 .146-.021v-.171a.468.468 0 0 0-.234.046zm.146-.021h.547v-.171h-.547zm.547 0a.166.166 0 0 1 .112.036l.11-.132a.337.337 0 0 0-.222-.076zm.112.036a.107.107 0 0 1 .036.09h.171a.277.277 0 0 0-.1-.222zm.036.09a.9.9 0 0 1-.291.534l.128.115a1.055 1.055 0 0 0 .334-.649zm-.291.535a2.42 2.42 0 0 1-.83.581l.072.156a2.6 2.6 0 0 0 .888-.624zm-.829.58a2.964 2.964 0 0 1-1.224.238v.171a3.133 3.133 0 0 0 1.295-.253zm.389-3.111v-.033h-.171v.033zm0-.033a1.9 1.9 0 0 0-.445-1.306l-.129.114a1.731 1.731 0 0 1 .4 1.192zm-.444-1.3a1.466 1.466 0 0 0-1.181-.521v.172a1.3 1.3 0 0 1 1.049.46zm-1.181-.521a1.466 1.466 0 0 0-1.18.521l.131.11a1.3 1.3 0 0 1 1.049-.46zm-1.181.521a1.965 1.965 0 0 0-.422 1.3h.172a1.794 1.794 0 0 1 .382-1.194zm-.422 1.3v.033h.172v-.033zm.086.119h3.055v-.171h-3.055z" fill="#51504f" data-name="Path 10" transform="translate(-1460.636 -807.945)"></path>
<path id="Path_11" d="M1519.066 884.011a.581.581 0 0 1-.567-.567 1.151 1.151 0 0 1 .028-.312l7.026-18.328a.881.881 0 0 1 .906-.623h1.926a.882.882 0 0 1 .907.623l7 18.328.057.312a.583.583 0 0 1-.567.567h-1.445a.735.735 0 0 1-.482-.142.9.9 0 0 1-.226-.34l-1.558-4.023h-9.292l-1.558 4.023a.8.8 0 0 1-.255.34.688.688 0 0 1-.453.142zm12.181-6.94l-3.824-10.056-3.823 10.055zm8.184-10.538a.592.592 0 0 1-.652-.651v-1.53a.714.714 0 0 1 .17-.482.656.656 0 0 1 .482-.2h1.785a.677.677 0 0 1 .68.68v1.53a.655.655 0 0 1-.2.481.713.713 0 0 1-.481.17zm.227 17.479a.593.593 0 0 1-.652-.652v-13.428a.611.611 0 0 1 .17-.453.656.656 0 0 1 .482-.2h1.359a.679.679 0 0 1 .652.651v13.427a.655.655 0 0 1-.2.482.613.613 0 0 1-.453.17zm6.861 0a.592.592 0 0 1-.651-.652v-13.4a.715.715 0 0 1 .17-.481.656.656 0 0 1 .482-.2h1.3a.677.677 0 0 1 .68.68v1.246a4.255 4.255 0 0 1 3.966-1.926h1.1a.679.679 0 0 1 .651.651v1.161a.566.566 0 0 1-.2.453.612.612 0 0 1-.453.17h-1.7a3.2 3.2 0 0 0-2.408.907 3.253 3.253 0 0 0-.879 2.408v8.328a.656.656 0 0 1-.2.482.716.716 0 0 1-.482.17zm12.234 0a.593.593 0 0 1-.651-.652v-11.814h-2.408a.592.592 0 0 1-.651-.651v-.963a.611.611 0 0 1 .17-.453.654.654 0 0 1 .481-.2h2.408v-1.417q0-4.816 4.872-4.815h1.586a.679.679 0 0 1 .652.651v.963a.656.656 0 0 1-.2.481.613.613 0 0 1-.453.17h-1.529a2.1 2.1 0 0 0-1.785.68 3.248 3.248 0 0 0-.51 2.011v1.275h6.062V863.7a.613.613 0 0 1 .17-.453.656.656 0 0 1 .482-.2h1.3a.679.679 0 0 1 .652.651v19.659a.655.655 0 0 1-.2.482.613.613 0 0 1-.454.17h-1.3a.592.592 0 0 1-.652-.652v-11.811h-6.062v11.813a.657.657 0 0 1-.2.482.614.614 0 0 1-.454.17zm20.9.283a6.487 6.487 0 0 1-4.844-1.757 6.837 6.837 0 0 1-1.813-4.674l-.029-1.218.029-1.218a6.732 6.732 0 0 1 1.841-4.646 7.389 7.389 0 0 1 9.631 0 6.736 6.736 0 0 1 1.841 4.646q.028.311.028 1.218t-.028 1.218a6.772 6.772 0 0 1-1.841 4.674 6.391 6.391 0 0 1-4.82 1.756zm0-2.181a3.582 3.582 0 0 0 2.8-1.133 4.931 4.931 0 0 0 1.133-3.258q.028-.283.028-1.076t-.028-1.076a4.931 4.931 0 0 0-1.133-3.258 3.582 3.582 0 0 0-2.8-1.133 3.671 3.671 0 0 0-2.833 1.133 4.83 4.83 0 0 0-1.1 3.258l-.028 1.076.028 1.076a4.83 4.83 0 0 0 1.1 3.258 3.671 3.671 0 0 0 2.828 1.132zm13.755 1.9a.846.846 0 0 1-.566-.17 1.321 1.321 0 0 1-.34-.538l-4.023-13.144-.056-.283a.575.575 0 0 1 .17-.425.641.641 0 0 1 .425-.17h1.246a.612.612 0 0 1 .453.17.646.646 0 0 1 .255.312l3.145 10.679 3.371-10.566a.761.761 0 0 1 .255-.4.726.726 0 0 1 .538-.2h.963a.728.728 0 0 1 .539.2.76.76 0 0 1 .255.4l3.371 10.566 3.144-10.679a.655.655 0 0 1 .2-.312.714.714 0 0 1 .482-.17h1.275a.542.542 0 0 1 .4.17.576.576 0 0 1 .17.425l-.057.283-3.994 13.144a1.323 1.323 0 0 1-.34.538.9.9 0 0 1-.6.17h-1.1a.86.86 0 0 1-.935-.708l-3.286-10.141-3.286 10.141a.928.928 0 0 1-.963.708z" fill="#51504f" data-name="Path 11" transform="translate(-1454.66 -838.62)"></path>
</g>
</g>
</g>
</svg>
</a>
</div>
<div class="desktop-only navbar__menu-container">
<div class="navbar__menu-content" id="main_navbar">
<div class="navbar__links-container">
<a class="navbar__text-link " href="/community/">
Community
</a>
<a class="navbar__text-link " href="/meetups/">
Meetups
</a>
<a class="navbar__text-link " href="/docs/">
Documentation
</a>
<a class="navbar__text-link " href="/use-cases/">
Use cases
</a>
<a class="navbar__text-link " href="/blog/">
Blog
</a>
</div>
<a href="/docs/stable/start.html">
<button id="" class="btn-filled bodytext__medium--white ">Install</button>
</a>
</div>
</div>
<div class="mobile-only navbar__drawer-container">
<button class="navbar__toggle-button" id="navbar-toggle-button">
<div id="hamburger-icon" class="navbar__toggle-button--icon visible">
<svg xmlns="http://www.w3.org/2000/svg" width="26" height="20" viewBox="0 0 26 20">
<g id="Group_1294" data-name="Group 1294" transform="translate(-38.791 291)">
<g id="Group_1291" data-name="Group 1291" transform="translate(39 -291)">
<rect id="Rectangle_461" width="26" height="2" fill="#51504f" data-name="Rectangle 461" rx="1" transform="translate(-.209)"></rect>
</g>
<g id="Group_1292" data-name="Group 1292" transform="translate(39 -281.822)">
<rect id="Rectangle_462" width="26" height="2" fill="#51504f" data-name="Rectangle 462" rx="1" transform="translate(-.209 -.178)"></rect>
</g>
<g id="Group_1293" data-name="Group 1293" transform="translate(39 -272.644)">
<rect id="Rectangle_463" width="26" height="2" fill="#51504f" data-name="Rectangle 463" rx="1" transform="translate(-.209 -.356)"></rect>
</g>
</g>
</svg>
</div>
<div id="close-icon" class="navbar__toggle-button--icon">
<svg xmlns="http://www.w3.org/2000/svg" width="19.799" height="19.799" viewBox="0 0 19.799 19.799">
<g id="Group_1574" data-name="Group 1574" transform="translate(-41.892 290.899)">
<g id="Group_1291" data-name="Group 1291" transform="rotate(-45 -308.114 -187.077)">
<rect id="Rectangle_461" width="26" height="2" fill="#51504f" data-name="Rectangle 461" rx="1" transform="translate(-.209)"></rect>
</g>
<g id="Group_1292" data-name="Group 1292" transform="rotate(45 372.48 -93.011)">
<rect id="Rectangle_462" width="26" height="2" fill="#51504f" data-name="Rectangle 462" rx="1" transform="translate(-.209 -.178)"></rect>
</g>
</g>
</svg>
</div>
</button>
<div class="navbar__drawer" id="navbar-drawer">
<div class="navbar__menu-content" id="main_navbar">
<div class="navbar__links-container">
<a class="navbar__text-link " href="/community/">
Community
</a>
<a class="navbar__text-link " href="/meetups/">
Meetups
</a>
<a class="navbar__text-link " href="/docs/">
Documentation
</a>
<a class="navbar__text-link " href="/roadmap/">
Roadmap
</a>
<a class="navbar__text-link " href="/use-cases/">
Use cases
</a>
<a class="navbar__text-link " href="/blog/">
Blog
</a>
</div>
<a href="/install/">
<button id="" class="btn-filled bodytext__medium--white ">Install</button>
</a>
</div>
</div>
</div>
</nav>
</header>
<div class="roadmap container-fluid td-default base-layout">
<div class="content-drawer-wrapper">
<button class="content-drawer__toggle-button" id="content-open-button">
<div id="hamburger-icon" class="content-drawer__toggle-button--icon visible">
<svg xmlns="http://www.w3.org/2000/svg" width="20.005" height="13.879" viewBox="0 0 20.005 13.879">
<g id="Group_1619" data-name="Group 1619" transform="translate(271.132 -418.872)">
<g id="Group_1613" data-name="Group 1613" transform="translate(-266.229 431.045)">
<path id="Path_1337" d="M-218.5 513.215h-14.583a.259.259 0 0 1-.259-.26.259.259 0 0 1 .259-.259h14.583a.26.26 0 0 1 .259.259.259.259 0 0 1-.259.26z" fill="#51504f" data-name="Path 1337" transform="translate(233.345 -512.696)"></path>
</g>
<g id="Group_1614" data-name="Group 1614" transform="translate(-266.229 425.684)">
<path id="Path_1338" d="M-218.5 471.9h-14.583a.259.259 0 0 1-.259-.26.26.26 0 0 1 .259-.259h14.583a.26.26 0 0 1 .259.259.26.26 0 0 1-.259.26z" fill="#51504f" data-name="Path 1338" transform="translate(233.345 -471.376)"></path>
</g>
<g id="Group_1615" data-name="Group 1615" transform="translate(-266.229 420.323)">
<path id="Path_1339" d="M-218.5 430.574h-14.583a.259.259 0 0 1-.259-.259.259.259 0 0 1 .259-.259h14.583a.26.26 0 0 1 .259.259.259.259 0 0 1-.259.259z" fill="#51504f" data-name="Path 1339" transform="translate(233.345 -430.055)"></path>
</g>
<g id="Group_1616" data-name="Group 1616" transform="translate(-271.132 429.814)">
<path id="Path_1340" d="M-269.663 506.145a1.47 1.47 0 0 1-1.469-1.469 1.47 1.47 0 0 1 1.469-1.469 1.47 1.47 0 0 1 1.469 1.469 1.47 1.47 0 0 1-1.469 1.469zm0-2.418a.951.951 0 0 0-.95.95.951.951 0 0 0 .95.95.951.951 0 0 0 .95-.95.951.951 0 0 0-.95-.95z" fill="#51504f" data-name="Path 1340" transform="translate(271.132 -503.208)"></path>
</g>
<g id="Group_1617" data-name="Group 1617" transform="translate(-271.132 424.556)">
<path id="Path_1341" d="M-269.663 465.62a1.47 1.47 0 0 1-1.469-1.469 1.47 1.47 0 0 1 1.469-1.469 1.47 1.47 0 0 1 1.469 1.469 1.47 1.47 0 0 1-1.469 1.469zm0-2.418a.951.951 0 0 0-.95.95.951.951 0 0 0 .95.95.951.951 0 0 0 .95-.95.951.951 0 0 0-.95-.952z" fill="#51504f" data-name="Path 1341" transform="translate(271.132 -462.683)"></path>
</g>
<g id="Group_1618" data-name="Group 1618" transform="translate(-271.132 418.872)">
<path id="Path_1342" d="M-269.663 421.809a1.47 1.47 0 0 1-1.469-1.469 1.47 1.47 0 0 1 1.469-1.469 1.47 1.47 0 0 1 1.469 1.469 1.47 1.47 0 0 1-1.469 1.469zm0-2.418a.951.951 0 0 0-.95.95.951.951 0 0 0 .95.95.951.951 0 0 0 .95-.95.951.951 0 0 0-.95-.95z" fill="#51504f" data-name="Path 1342" transform="translate(271.132 -418.872)"></path>
</g>
</g>
</svg>
<span class="bodytext__mobile--brownish-grey">Content</span>
</div>
</button>
<nav id="content-navbar" class="navbar navbar--hidden">
<div class="navbar__icon-container">
<a href="/">
<svg xmlns="http://www.w3.org/2000/svg" width="155.314" height="60" viewBox="0 0 155.314 60">
<defs>
<clipPath id="clip-path">
<path id="Rectangle_1" d="M0 0h155.314v60H0z" fill="none" data-name="Rectangle 1"></path>
</clipPath>
</defs>
<g id="logo" transform="translate(-1305 -780.355)">
<g id="Group_2" clip-path="url(#clip-path)" data-name="Group 2" transform="translate(1305 780.355)">
<g id="Group_1" data-name="Group 1" transform="translate(.486 .486)">
<path id="Path_1" d="M1307.562 880.867l28.187-28.893a.521.521 0 0 0 .063-.666c-1.714-2.393-4.877-2.808-6.049-4.416-3.472-4.763-4.353-7.459-5.845-7.292a.456.456 0 0 0-.271.143l-10.182 10.438c-5.858 6-6.7 19.225-6.852 30.3a.552.552 0 0 0 .949.386z" fill="#017cee" data-name="Path 1" transform="translate(-1306.613 -822.232)"></path>
<path id="Path_2" d="M1405.512 908.489l-28.893-28.189a.521.521 0 0 0-.667-.063c-2.393 1.715-2.808 4.877-4.416 6.049-4.763 3.472-7.459 4.353-7.292 5.845a.456.456 0 0 0 .143.27l10.438 10.182c6 5.858 19.225 6.7 30.3 6.852a.552.552 0 0 0 .387-.946z" fill="#00ad46" data-name="Path 2" transform="translate(-1346.876 -850.567)"></path>
<path id="Path_3" d="M1373.909 902.252c-3.28-3.2-4.8-9.53 1.486-22.583-10.219 4.567-13.8 10.57-12.039 12.289z" fill="#04d659" data-name="Path 3" transform="translate(-1345.96 -850.233)"></path>
<path id="Path_4" d="M1433.132 782.359l-28.186 28.893a.52.52 0 0 0-.063.666c1.715 2.393 4.876 2.808 6.049 4.416 3.472 4.763 4.354 7.459 5.845 7.292a.454.454 0 0 0 .271-.143l10.182-10.438c5.858-6 6.7-19.225 6.852-30.3a.553.553 0 0 0-.95-.386z" fill="#00c7d4" data-name="Path 4" transform="translate(-1375.21 -782.123)"></path>
<path id="Path_5" d="M1426.9 881.155c-3.2 3.28-9.53 4.8-22.584-1.486 4.567 10.219 10.57 13.8 12.289 12.039z" fill="#11e1ee" data-name="Path 5" transform="translate(-1374.875 -850.233)"></path>
<path id="Path_6" d="M1307 782.919l28.893 28.186a.521.521 0 0 0 .666.063c2.393-1.715 2.808-4.877 4.416-6.049 4.763-3.472 7.459-4.353 7.292-5.845a.459.459 0 0 0-.143-.271l-10.438-10.182c-6-5.858-19.225-6.7-30.3-6.852a.552.552 0 0 0-.386.95z" fill="#e43921" data-name="Path 6" transform="translate(-1306.766 -781.97)"></path>
<path id="Path_7" d="M1405.8 804.711c3.28 3.2 4.8 9.53-1.486 22.584 10.219-4.567 13.8-10.571 12.039-12.289z" fill-rule="evenodd" fill="#ff7557" data-name="Path 7" transform="translate(-1374.875 -797.859)"></path>
<path id="Path_8" d="M1329.355 849.266c3.2-3.28 9.53-4.8 22.584 1.486-4.567-10.219-10.57-13.8-12.289-12.039z" fill="#0cb6ff" data-name="Path 8" transform="translate(-1322.503 -821.316)"></path>
<circle id="Ellipse_1" cx="1.26" cy="1.26" r="1.26" fill="#4a4848" data-name="Ellipse 1" transform="translate(28.18 28.171)"></circle>
<path id="Path_9" d="M1527.558 827.347a.229.229 0 0 1-.223-.223.458.458 0 0 1 .011-.123l2.766-7.214a.346.346 0 0 1 .357-.245h.758a.348.348 0 0 1 .357.245l2.754 7.214.022.123a.228.228 0 0 1-.223.223h-.568a.288.288 0 0 1-.19-.056.352.352 0 0 1-.089-.134l-.613-1.583h-3.657l-.613 1.583a.317.317 0 0 1-.1.134.269.269 0 0 1-.178.056zm4.795-2.732l-1.505-3.958-1.505 3.958zm3.322 4.85a.258.258 0 0 1-.189-.078.241.241 0 0 1-.067-.178v-7.4a.241.241 0 0 1 .067-.178.258.258 0 0 1 .189-.078h.513a.268.268 0 0 1 .256.256v.49a2.118 2.118 0 0 1 1.828-.858 2.092 2.092 0 0 1 1.751.736 3.135 3.135 0 0 1 .636 1.9q.011.122.011.379t-.011.379a3.168 3.168 0 0 1-.636 1.9 2.111 2.111 0 0 1-1.751.736 2.154 2.154 0 0 1-1.806-.836v2.587a.241.241 0 0 1-.067.178.223.223 0 0 1-.179.078zm2.364-2.91a1.324 1.324 0 0 0 1.149-.491 2.266 2.266 0 0 0 .4-1.293q.011-.111.011-.323 0-2.107-1.562-2.107a1.365 1.365 0 0 0-1.159.513 2.111 2.111 0 0 0-.412 1.2l-.012.424.012.435a1.862 1.862 0 0 0 .424 1.149 1.4 1.4 0 0 0 1.148.493zm5.628.9a2.329 2.329 0 0 1-1.015-.223 1.94 1.94 0 0 1-.747-.6 1.487 1.487 0 0 1-.268-.859 1.459 1.459 0 0 1 .6-1.2 3.4 3.4 0 0 1 1.65-.624l1.661-.234v-.323q0-1.137-1.3-1.137a1.4 1.4 0 0 0-.8.212 1.376 1.376 0 0 0-.468.48.305.305 0 0 1-.089.145.18.18 0 0 1-.134.045h-.48a.23.23 0 0 1-.245-.245 1.17 1.17 0 0 1 .245-.6 1.931 1.931 0 0 1 .747-.591 2.7 2.7 0 0 1 1.238-.256 2.351 2.351 0 0 1 1.8.591 2.032 2.032 0 0 1 .547 1.45v3.613a.257.257 0 0 1-.078.19.24.24 0 0 1-.178.067h-.513a.233.233 0 0 1-.257-.256v-.479a1.923 1.923 0 0 1-.714.6 2.557 2.557 0 0 1-1.203.237zm.234-.836a1.579 1.579 0 0 0 1.182-.469 1.881 1.881 0 0 0 .468-1.371v-.312l-1.293.19a2.918 2.918 0 0 0-1.193.379.761.761 0 0 0-.4.658.784.784 0 0 0 .368.691 1.585 1.585 0 0 0 .867.237zm6.643.836a2.556 2.556 0 0 1-1.873-.669 2.738 2.738 0 0 1-.714-1.9l-.011-.446.011-.446a2.7 2.7 0 0 1 .714-1.885 2.531 2.531 0 0 1 1.873-.68 2.917 2.917 0 0 1 1.36.29 2.077 2.077 0 0 1 .825.714 1.7 1.7 0 0 1 .3.848.2.2 0 0 1-.067.178.281.281 0 0 1-.19.067h-.535a.265.265 0 0 1-.168-.045.458.458 0 0 1-.111-.178 1.428 1.428 0 0 0-.535-.758 1.516 1.516 0 0 0-.87-.234 1.45 1.45 0 0 0-1.1.435 1.952 1.952 0 0 0-.435 1.3l-.011.4.011.379a1.969 1.969 0 0 0 .435 1.316 1.446 1.446 0 0 0 1.1.424 1.577 1.577 0 0 0 .87-.223 1.493 1.493 0 0 0 .535-.769.458.458 0 0 1 .111-.178.228.228 0 0 1 .168-.056h.535a.258.258 0 0 1 .19.078.2.2 0 0 1 .067.178 1.75 1.75 0 0 1-.3.847 2.078 2.078 0 0 1-.825.714 2.876 2.876 0 0 1-1.361.302zm4.078-.112a.233.233 0 0 1-.257-.256v-7.4a.241.241 0 0 1 .067-.178.259.259 0 0 1 .19-.078h.557a.267.267 0 0 1 .257.256v2.6a2.167 2.167 0 0 1 .758-.624 2.353 2.353 0 0 1 1.082-.223 2.067 2.067 0 0 1 1.661.691 2.642 2.642 0 0 1 .6 1.818v3.144a.257.257 0 0 1-.078.19.24.24 0 0 1-.178.067h-.557a.233.233 0 0 1-.256-.256V824a1.775 1.775 0 0 0-.39-1.227 1.387 1.387 0 0 0-1.1-.435 1.481 1.481 0 0 0-1.126.446 1.7 1.7 0 0 0-.412 1.215v3.088a.257.257 0 0 1-.078.19.24.24 0 0 1-.178.067zm8.846.112a2.466 2.466 0 0 1-1.84-.7 2.938 2.938 0 0 1-.747-1.94l-.011-.379.011-.368a2.953 2.953 0 0 1 .758-1.918 2.7 2.7 0 0 1 3.735.078 3.114 3.114 0 0 1 .68 2.119v.19a.257.257 0 0 1-.078.189.241.241 0 0 1-.178.067h-3.858v.1a2.11 2.11 0 0 0 .435 1.238 1.332 1.332 0 0 0 1.081.5 1.563 1.563 0 0 0 .836-.2 1.7 1.7 0 0 0 .491-.435.6.6 0 0 1 .145-.156.391.391 0 0 1 .19-.033h.547a.252.252 0 0 1 .167.056.192.192 0 0 1 .067.156.975.975 0 0 1-.312.591 2.51 2.51 0 0 1-.859.6 3.049 3.049 0 0 1-1.26.248zm1.527-3.434v-.033a1.817 1.817 0 0 0-.424-1.249 1.512 1.512 0 0 0-2.23 0 1.883 1.883 0 0 0-.4 1.249v.033z" fill="#51504f" data-name="Path 9" transform="translate(-1460.834 -808.144)"></path>
<path id="Path_10" d="M1527.2 827.081l-.061.061zm-.056-.279l-.08-.031zm2.766-7.214l.08.031zm1.472 0l-.081.029zm2.754 7.214l.084-.015a.064.064 0 0 0 0-.015zm.022.123h.086v-.015zm-.067.156l.06.061zm-.914.011l-.061.061.006.005zm-.089-.134l.081-.027zm-.613-1.583l.08-.031a.086.086 0 0 0-.08-.055zm-3.657 0v-.086a.086.086 0 0 0-.08.055zm-.613 1.583l-.08-.031zm-.1.134l.055.066zm4.047-2.676v.086a.086.086 0 0 0 .08-.116zm-1.505-3.958l.08-.03a.086.086 0 0 0-.16 0zm-1.505 3.958l-.08-.03a.086.086 0 0 0 .08.116zm-1.784 2.646a.128.128 0 0 1-.1-.042l-.122.121a.3.3 0 0 0 .217.092zm-.1-.042a.129.129 0 0 1-.042-.1h-.171a.3.3 0 0 0 .092.217zm-.042-.1a.38.38 0 0 1 .007-.1l-.163-.054a.514.514 0 0 0-.016.15zm.005-.092l2.765-7.214-.16-.061-2.765 7.214zm2.766-7.216a.283.283 0 0 1 .1-.143.3.3 0 0 1 .174-.046v-.172a.47.47 0 0 0-.271.076.453.453 0 0 0-.166.226zm.276-.189h.758v-.172h-.758zm.758 0a.3.3 0 0 1 .175.046.283.283 0 0 1 .1.143l.161-.059a.451.451 0 0 0-.166-.226.47.47 0 0 0-.272-.076zm.277.19l2.754 7.214.16-.061-2.754-7.214zm2.75 7.2l.022.123.169-.031-.022-.123zm.021.107a.13.13 0 0 1-.042.1l.121.121a.3.3 0 0 0 .092-.217zm-.042.1a.13.13 0 0 1-.1.042v.171a.3.3 0 0 0 .217-.092zm-.1.042h-.568v.171h.568zm-.568 0a.206.206 0 0 1-.135-.036l-.11.132a.373.373 0 0 0 .245.076zm-.129-.031a.262.262 0 0 1-.069-.1l-.162.054a.431.431 0 0 0 .11.167zm-.07-.1l-.613-1.584-.16.062.613 1.583zm-.693-1.638h-3.657v.171h3.657zm-3.737.055l-.614 1.584.16.062.613-1.583zm-.615 1.587a.235.235 0 0 1-.075.1l.111.13a.4.4 0 0 0 .126-.172zm-.074.1a.185.185 0 0 1-.124.036v.171a.354.354 0 0 0 .233-.076zm-.124.036h-.569v.171h.569zm4.306-2.677l-1.505-3.958-.16.061 1.505 3.958zm-1.666-3.958l-1.505 3.958.16.061 1.505-3.958zm-1.425 4.075h3.01v-.171h-3.01zm6.143 4.687l-.06.061zm0-7.761l.061.061zm.881 0l-.065.056.01.009zm.078.669h-.086a.086.086 0 0 0 .155.051zm3.579-.123l-.067.053zm.636 1.9h-.086zm0 .758l-.085-.007zm-.636 1.9l.067.054zm-3.557-.1l.068-.052a.086.086 0 0 0-.154.052zm-.067 2.765l-.061-.06zm2.787-3.323l-.069-.051zm.4-1.293l-.085-.008v.005zm-2.709-1.918l-.068-.052zm-.413 1.2h-.086zm-.011.423h-.085zm.011.435h-.086zm.424 1.149l.066-.054zm-1.216 3.315a.173.173 0 0 1-.129-.053l-.121.121a.342.342 0 0 0 .25.1zm-.129-.053a.157.157 0 0 1-.042-.118h-.172a.325.325 0 0 0 .092.239zm-.042-.118v-7.4h-.172v7.4zm0-7.4a.157.157 0 0 1 .042-.118l-.121-.121a.324.324 0 0 0-.092.239zm.042-.118a.173.173 0 0 1 .129-.053v-.172a.342.342 0 0 0-.25.1zm.129-.053h.513v-.172h-.513zm.513 0a.137.137 0 0 1 .113.048l.13-.111a.309.309 0 0 0-.244-.108zm.123.058a.137.137 0 0 1 .048.113h.171a.309.309 0 0 0-.108-.243zm.048.113v.49h.171v-.49zm.155.541a2.033 2.033 0 0 1 1.759-.823v-.171a2.2 2.2 0 0 0-1.9.894zm1.759-.823a2.007 2.007 0 0 1 1.683.7l.135-.106a2.177 2.177 0 0 0-1.818-.768zm1.683.7a3.045 3.045 0 0 1 .617 1.845l.171-.007a3.218 3.218 0 0 0-.654-1.946zm.617 1.85c.007.078.011.2.011.372h.171c0-.171 0-.3-.012-.387zm.011.372c0 .171 0 .294-.011.372l.17.015c.008-.086.012-.216.012-.387zm-.011.376a3.08 3.08 0 0 1-.617 1.846l.134.106a3.25 3.25 0 0 0 .654-1.945zm-.617 1.845a2.025 2.025 0 0 1-1.683.7v.171a2.2 2.2 0 0 0 1.817-.768zm-1.683.7a2.068 2.068 0 0 1-1.739-.8l-.136.1a2.239 2.239 0 0 0 1.874.87zm-1.892-.75v2.587h.172v-2.587zm0 2.587a.156.156 0 0 1-.042.118l.121.121a.325.325 0 0 0 .092-.239zm-.046.123a.138.138 0 0 1-.114.048v.172a.308.308 0 0 0 .244-.108zm-.114.048h-.546v.172h.546zm1.817-2.739a1.408 1.408 0 0 0 1.218-.526l-.138-.1a1.24 1.24 0 0 1-1.079.455zm1.217-.525a2.355 2.355 0 0 0 .419-1.341l-.171-.007a2.182 2.182 0 0 1-.385 1.246zm.418-1.336c.008-.079.012-.19.012-.332h-.172c0 .14 0 .245-.011.315zm.012-.332a2.726 2.726 0 0 0-.407-1.632 1.448 1.448 0 0 0-1.24-.562v.171a1.278 1.278 0 0 1 1.1.492 2.565 2.565 0 0 1 .374 1.53zm-1.647-2.193a1.452 1.452 0 0 0-1.228.547l.136.1a1.282 1.282 0 0 1 1.091-.479zm-1.228.547a2.2 2.2 0 0 0-.43 1.252l.172.008a2.028 2.028 0 0 1 .4-1.157zm-.43 1.254l-.011.424h.171l.011-.424zm-.011.428l.011.435h.172l-.011-.435zm.011.436a1.95 1.95 0 0 0 .443 1.2l.133-.109a1.776 1.776 0 0 1-.4-1.1zm.443 1.2a1.484 1.484 0 0 0 1.214.522v-.171a1.314 1.314 0 0 1-1.082-.459zm5.828 1.117l.037-.077zm-.747-.6l-.07.049zm.335-2.063l.052.068zm1.65-.624l.012.085zm1.661-.234l.012.085a.086.086 0 0 0 .074-.085zm-2.107-1.249l.046.072zm-.468.48l-.075-.042a.083.083 0 0 0-.006.015zm-.089.145l-.054-.067-.007.006zm-.792-.022l-.065.056.009.009zm-.067-.178h-.086zm.245-.6l-.07-.049zm.747-.591l.038.077zm3.033.334l-.063.058zm.468 5.252l.06.061zm-.881 0l-.065.056a.043.043 0 0 0 .009.009zm-.067-.669h.086a.086.086 0 0 0-.156-.048zm-.714.6l-.04-.076zm.223-1.059l-.062-.06zm.468-1.684h.086a.086.086 0 0 0-.1-.085zm-1.293.189l.012.085zm-1.193.379l.046.072zm-.033 1.349l-.047.071zm.635.985a2.241 2.241 0 0 1-.978-.215l-.074.155a2.412 2.412 0 0 0 1.051.231zm-.978-.215a1.859 1.859 0 0 1-.715-.576l-.138.1a2.024 2.024 0 0 0 .779.629zm-.713-.573a1.4 1.4 0 0 1-.253-.81h-.172a1.571 1.571 0 0 0 .283.907zm-.253-.81a1.374 1.374 0 0 1 .569-1.136l-.105-.135a1.544 1.544 0 0 0-.635 1.272zm.569-1.137a3.316 3.316 0 0 1 1.609-.607l-.024-.17a3.481 3.481 0 0 0-1.691.642zm1.609-.607l1.661-.234-.024-.17-1.662.234zm1.735-.319v-.323h-.171v.323zm0-.323a1.156 1.156 0 0 0-.355-.917 1.536 1.536 0 0 0-1.035-.306v.172a1.37 1.37 0 0 1 .922.263.986.986 0 0 1 .3.788zm-1.39-1.223a1.486 1.486 0 0 0-.851.227l.1.142a1.316 1.316 0 0 1 .755-.2zm-.849.226a1.452 1.452 0 0 0-.5.51l.15.084a1.286 1.286 0 0 1 .44-.449zm-.5.524a.226.226 0 0 1-.062.105l.107.134a.391.391 0 0 0 .117-.185zm-.068.112a.1.1 0 0 1-.073.019v.171a.266.266 0 0 0 .194-.07zm-.073.019h-.48v.171h.48zm-.48 0a.18.18 0 0 1-.122-.046l-.112.13a.352.352 0 0 0 .234.087zm-.113-.037a.18.18 0 0 1-.047-.123h-.171a.352.352 0 0 0 .087.234zm-.047-.119a1.1 1.1 0 0 1 .23-.557l-.14-.1a1.253 1.253 0 0 0-.261.648zm.23-.556a1.843 1.843 0 0 1 .715-.564l-.075-.154a2.018 2.018 0 0 0-.78.618zm.716-.564a2.611 2.611 0 0 1 1.2-.247v-.171a2.781 2.781 0 0 0-1.277.266zm1.2-.247a2.268 2.268 0 0 1 1.732.563l.126-.116a2.435 2.435 0 0 0-1.858-.618zm1.733.564a1.945 1.945 0 0 1 .523 1.391h.171a2.117 2.117 0 0 0-.57-1.508zm.523 1.391v3.613h.171v-3.613zm0 3.613a.172.172 0 0 1-.053.129l.121.121a.344.344 0 0 0 .1-.25zm-.053.129a.157.157 0 0 1-.118.042v.171a.326.326 0 0 0 .239-.092zm-.118.042h-.513v.171h.513zm-.513 0a.2.2 0 0 1-.134-.046l-.111.13a.367.367 0 0 0 .245.088zm-.124-.037a.194.194 0 0 1-.047-.134h-.171a.366.366 0 0 0 .087.245zm-.047-.134v-.479h-.171v.479zm-.156-.528a1.846 1.846 0 0 1-.683.575l.079.152a2.012 2.012 0 0 0 .745-.629zm-.683.575a2.476 2.476 0 0 1-1.153.236v.171a2.644 2.644 0 0 0 1.233-.255zm-.919-.429a1.666 1.666 0 0 0 1.244-.494l-.123-.12a1.493 1.493 0 0 1-1.121.442zm1.244-.494a1.969 1.969 0 0 0 .492-1.431h-.171a1.8 1.8 0 0 1-.444 1.312zm.492-1.431v-.312h-.171v.312zm-.1-.4l-1.293.189.025.17 1.293-.189zm-1.293.189a3 3 0 0 0-1.228.393l.095.143a2.837 2.837 0 0 1 1.158-.365zm-1.227.392a.845.845 0 0 0-.441.73h.172a.676.676 0 0 1 .362-.586zm-.441.73a.869.869 0 0 0 .406.762l.095-.142a.7.7 0 0 1-.33-.62zm.408.764a1.673 1.673 0 0 0 .916.247v-.171a1.5 1.5 0 0 1-.823-.221zm5.686.329l-.061.06zm-.714-1.9h-.085zm-.011-.446h-.085zm.011-.446h-.085zm.714-1.885l.061.061zm3.234-.39l-.04.076zm.825.713l-.073.046zm.3.848h-.086zm-.067.178l.056.065zm-.892.022l.054-.067zm-.112-.178l-.081.029zm-.535-.758l-.048.071zm-1.974.2l-.062-.059zm-.435 1.3h-.086zm-.011.4h-.086zm.011.379h-.086zm.435 1.316l-.062.059zm1.974.2l.046.072zm.535-.769l-.079-.033zm.112-.178l.054.067.007-.006zm.892.022l-.061.06zm.067.178l-.085-.009zm-.3.847l-.072-.046zm-.825.714l-.04-.076zm-1.36.2a2.471 2.471 0 0 1-1.814-.644l-.12.122a2.64 2.64 0 0 0 1.933.694zm-1.813-.643a2.653 2.653 0 0 1-.689-1.839l-.171.006a2.822 2.822 0 0 0 .738 1.952zm-.689-1.838l-.011-.446h-.171l.011.446zm-.011-.442l.011-.446h-.171l-.011.446zm.011-.445a2.611 2.611 0 0 1 .689-1.827l-.122-.121a2.78 2.78 0 0 0-.738 1.942zm.689-1.827a2.447 2.447 0 0 1 1.813-.655v-.171a2.617 2.617 0 0 0-1.934.705zm1.813-.655a2.836 2.836 0 0 1 1.32.28l.079-.152a3 3 0 0 0-1.4-.3zm1.32.28a1.99 1.99 0 0 1 .792.683l.145-.091a2.158 2.158 0 0 0-.858-.744zm.793.685a1.617 1.617 0 0 1 .287.8l.171-.009a1.789 1.789 0 0 0-.315-.89zm.287.809a.11.11 0 0 1-.037.1l.112.13a.281.281 0 0 0 .1-.252zm-.037.1a.2.2 0 0 1-.134.046v.171a.369.369 0 0 0 .246-.088zm-.134.046h-.535v.171h.535zm-.535 0a.184.184 0 0 1-.114-.026l-.107.134a.345.345 0 0 0 .221.064zm-.114-.026a.389.389 0 0 1-.086-.144l-.158.066a.533.533 0 0 0 .137.212zm-.084-.14a1.514 1.514 0 0 0-.57-.8l-.093.144a1.343 1.343 0 0 1 .5.715zm-.568-.8a1.6 1.6 0 0 0-.918-.249v.171a1.435 1.435 0 0 1 .822.219zm-.918-.249a1.535 1.535 0 0 0-1.166.462l.124.118a1.364 1.364 0 0 1 1.042-.408zm-1.166.462a2.036 2.036 0 0 0-.458 1.36l.171.006a1.872 1.872 0 0 1 .411-1.249zm-.458 1.361l-.011.4h.171l.011-.4zm-.011.406l.011.379.171-.005-.011-.379zm.011.38a2.052 2.052 0 0 0 .458 1.371l.124-.118a1.889 1.889 0 0 1-.411-1.26zm.458 1.371a1.533 1.533 0 0 0 1.166.451v-.172a1.363 1.363 0 0 1-1.042-.4zm1.166.451a1.661 1.661 0 0 0 .916-.237l-.093-.144a1.491 1.491 0 0 1-.823.209zm.918-.238a1.576 1.576 0 0 0 .568-.812l-.162-.057a1.409 1.409 0 0 1-.5.727zm.566-.807a.39.39 0 0 1 .086-.144l-.107-.134a.533.533 0 0 0-.137.213zm.093-.151a.144.144 0 0 1 .107-.031v-.171a.31.31 0 0 0-.228.081zm.107-.031h.535v-.171h-.535zm.535 0a.173.173 0 0 1 .129.053l.121-.121a.344.344 0 0 0-.25-.1zm.134.057a.11.11 0 0 1 .037.1l.17.017a.281.281 0 0 0-.1-.252zm.037.109a1.664 1.664 0 0 1-.288.806l.144.092a1.839 1.839 0 0 0 .315-.889zm-.288.806a1.989 1.989 0 0 1-.792.683l.079.152a2.162 2.162 0 0 0 .858-.744zm-.793.684a2.8 2.8 0 0 1-1.32.28v.171a2.96 2.96 0 0 0 1.4-.3zm2.568.187l-.065.056.01.009zm0-7.772l.061.06zm.926 0l-.065.056.009.009zm.078 2.776h-.085a.086.086 0 0 0 .153.053zm.758-.624l.038.077zm2.743.468l-.065.056zm.524 5.151l-.061-.06zm-.925 0l-.065.056.009.009zm-.457-4.5l-.065.056zm-2.23.011l-.062-.059zm-.49 4.493l-.061-.06zm-.736-.019a.2.2 0 0 1-.134-.046l-.112.13a.367.367 0 0 0 .245.088zm-.124-.037a.2.2 0 0 1-.046-.134h-.172a.367.367 0 0 0 .087.245zm-.046-.134v-7.4h-.172v7.4zm0-7.4a.156.156 0 0 1 .042-.118l-.121-.121a.326.326 0 0 0-.092.239zm.042-.118a.172.172 0 0 1 .129-.053v-.171a.343.343 0 0 0-.25.1zm.129-.053h.557v-.171h-.557zm.557 0a.137.137 0 0 1 .113.048l.13-.112a.308.308 0 0 0-.244-.108zm.122.057a.137.137 0 0 1 .048.113h.172a.309.309 0 0 0-.108-.243zm.048.113v2.6h.172v-2.6zm.153 2.651a2.076 2.076 0 0 1 .728-.6l-.075-.154a2.248 2.248 0 0 0-.788.649zm.73-.6a2.272 2.272 0 0 1 1.043-.214v-.171a2.438 2.438 0 0 0-1.121.232zm1.043-.214a1.982 1.982 0 0 1 1.6.661l.13-.112a2.152 2.152 0 0 0-1.727-.721zm1.6.663a2.557 2.557 0 0 1 .581 1.761h.171a2.727 2.727 0 0 0-.624-1.874zm.581 1.761v3.144h.171v-3.144zm0 3.144a.173.173 0 0 1-.053.129l.121.121a.345.345 0 0 0 .1-.25zm-.053.129a.156.156 0 0 1-.118.042v.171a.327.327 0 0 0 .239-.092zm-.118.042h-.557v.171h.557zm-.557 0a.2.2 0 0 1-.134-.046l-.112.13a.367.367 0 0 0 .245.088zm-.124-.037a.2.2 0 0 1-.046-.134h-.172a.368.368 0 0 0 .087.245zm-.046-.134V823.8h-.172v3.088zm0-3.088a1.859 1.859 0 0 0-.412-1.284l-.128.114a1.69 1.69 0 0 1 .368 1.169zm-.411-1.283a1.471 1.471 0 0 0-1.169-.464v.171a1.3 1.3 0 0 1 1.039.406zm-1.169-.464a1.566 1.566 0 0 0-1.188.473l.124.118a1.4 1.4 0 0 1 1.064-.419zm-1.188.473a1.779 1.779 0 0 0-.436 1.275h.172a1.609 1.609 0 0 1 .389-1.156zm-.436 1.275v3.088h.172V823.8zm0 3.088a.172.172 0 0 1-.053.129l.121.121a.344.344 0 0 0 .1-.25zm-.053.129a.156.156 0 0 1-.118.042v.171a.327.327 0 0 0 .239-.092zm-.118.042h-.557v.171h.557zm6.449-.505l-.062.059zm-.747-1.94h-.086zm-.012-.379h-.085v.005zm.012-.368l-.086-.006zm.758-1.918l-.061-.06zm3.735.078l-.065.056zm.6 2.5l.061.061zm-4.036.067v-.086a.086.086 0 0 0-.086.086zm0 .1h-.086zm.435 1.238l-.068.053zm1.918.3l.045.073zm.491-.435l-.069-.051zm.145-.156l.039.077h.006zm.9.022l-.055.066zm-.245.747l-.064-.057zm-.858.6l.035.078zm.267-3.189v.086a.086.086 0 0 0 .086-.086zm-.424-1.282l-.066.055zm-2.23 0l-.065-.055zm-.4 1.282h-.086a.086.086 0 0 0 .086.086zm1.528 3.349a2.38 2.38 0 0 1-1.779-.677l-.122.12a2.55 2.55 0 0 0 1.9.728zm-1.778-.676a2.86 2.86 0 0 1-.724-1.886l-.171.009a3.027 3.027 0 0 0 .771 1.995zm-.723-1.884l-.011-.379h-.171l.011.379zm-.011-.374l.011-.368-.172-.005-.011.368zm.011-.365a2.871 2.871 0 0 1 .735-1.864l-.124-.118a3.042 3.042 0 0 0-.782 1.971zm.734-1.864a2.331 2.331 0 0 1 1.756-.687v-.171a2.5 2.5 0 0 0-1.879.74zm1.756-.687a2.307 2.307 0 0 1 1.853.762l.13-.112a2.477 2.477 0 0 0-1.983-.821zm1.854.762a3.03 3.03 0 0 1 .659 2.062h.172a3.2 3.2 0 0 0-.7-2.175zm.659 2.062v.19h.172v-.19zm0 .19a.172.172 0 0 1-.053.129l.121.121a.345.345 0 0 0 .1-.25zm-.053.129a.156.156 0 0 1-.118.042v.171a.327.327 0 0 0 .239-.092zm-.118.042h-3.858v.171h3.858zm-3.944.086v.1h.172v-.1zm0 .1a2.2 2.2 0 0 0 .453 1.287l.135-.106a2.027 2.027 0 0 1-.417-1.189zm.454 1.288a1.418 1.418 0 0 0 1.148.533v-.171a1.247 1.247 0 0 1-1.015-.47zm1.148.533a1.647 1.647 0 0 0 .882-.214l-.09-.146a1.481 1.481 0 0 1-.791.188zm.882-.214a1.777 1.777 0 0 0 .515-.458l-.14-.1a1.613 1.613 0 0 1-.466.412zm.513-.456a1.251 1.251 0 0 1 .081-.1.28.28 0 0 1 .026-.025l.008-.006-.077-.153a.326.326 0 0 0-.083.068 1.55 1.55 0 0 0-.092.113zm.12-.134a.328.328 0 0 1 .146-.021v-.171a.468.468 0 0 0-.234.046zm.146-.021h.547v-.171h-.547zm.547 0a.166.166 0 0 1 .112.036l.11-.132a.337.337 0 0 0-.222-.076zm.112.036a.107.107 0 0 1 .036.09h.171a.277.277 0 0 0-.1-.222zm.036.09a.9.9 0 0 1-.291.534l.128.115a1.055 1.055 0 0 0 .334-.649zm-.291.535a2.42 2.42 0 0 1-.83.581l.072.156a2.6 2.6 0 0 0 .888-.624zm-.829.58a2.964 2.964 0 0 1-1.224.238v.171a3.133 3.133 0 0 0 1.295-.253zm.389-3.111v-.033h-.171v.033zm0-.033a1.9 1.9 0 0 0-.445-1.306l-.129.114a1.731 1.731 0 0 1 .4 1.192zm-.444-1.3a1.466 1.466 0 0 0-1.181-.521v.172a1.3 1.3 0 0 1 1.049.46zm-1.181-.521a1.466 1.466 0 0 0-1.18.521l.131.11a1.3 1.3 0 0 1 1.049-.46zm-1.181.521a1.965 1.965 0 0 0-.422 1.3h.172a1.794 1.794 0 0 1 .382-1.194zm-.422 1.3v.033h.172v-.033zm.086.119h3.055v-.171h-3.055z" fill="#51504f" data-name="Path 10" transform="translate(-1460.636 -807.945)"></path>
<path id="Path_11" d="M1519.066 884.011a.581.581 0 0 1-.567-.567 1.151 1.151 0 0 1 .028-.312l7.026-18.328a.881.881 0 0 1 .906-.623h1.926a.882.882 0 0 1 .907.623l7 18.328.057.312a.583.583 0 0 1-.567.567h-1.445a.735.735 0 0 1-.482-.142.9.9 0 0 1-.226-.34l-1.558-4.023h-9.292l-1.558 4.023a.8.8 0 0 1-.255.34.688.688 0 0 1-.453.142zm12.181-6.94l-3.824-10.056-3.823 10.055zm8.184-10.538a.592.592 0 0 1-.652-.651v-1.53a.714.714 0 0 1 .17-.482.656.656 0 0 1 .482-.2h1.785a.677.677 0 0 1 .68.68v1.53a.655.655 0 0 1-.2.481.713.713 0 0 1-.481.17zm.227 17.479a.593.593 0 0 1-.652-.652v-13.428a.611.611 0 0 1 .17-.453.656.656 0 0 1 .482-.2h1.359a.679.679 0 0 1 .652.651v13.427a.655.655 0 0 1-.2.482.613.613 0 0 1-.453.17zm6.861 0a.592.592 0 0 1-.651-.652v-13.4a.715.715 0 0 1 .17-.481.656.656 0 0 1 .482-.2h1.3a.677.677 0 0 1 .68.68v1.246a4.255 4.255 0 0 1 3.966-1.926h1.1a.679.679 0 0 1 .651.651v1.161a.566.566 0 0 1-.2.453.612.612 0 0 1-.453.17h-1.7a3.2 3.2 0 0 0-2.408.907 3.253 3.253 0 0 0-.879 2.408v8.328a.656.656 0 0 1-.2.482.716.716 0 0 1-.482.17zm12.234 0a.593.593 0 0 1-.651-.652v-11.814h-2.408a.592.592 0 0 1-.651-.651v-.963a.611.611 0 0 1 .17-.453.654.654 0 0 1 .481-.2h2.408v-1.417q0-4.816 4.872-4.815h1.586a.679.679 0 0 1 .652.651v.963a.656.656 0 0 1-.2.481.613.613 0 0 1-.453.17h-1.529a2.1 2.1 0 0 0-1.785.68 3.248 3.248 0 0 0-.51 2.011v1.275h6.062V863.7a.613.613 0 0 1 .17-.453.656.656 0 0 1 .482-.2h1.3a.679.679 0 0 1 .652.651v19.659a.655.655 0 0 1-.2.482.613.613 0 0 1-.454.17h-1.3a.592.592 0 0 1-.652-.652v-11.811h-6.062v11.813a.657.657 0 0 1-.2.482.614.614 0 0 1-.454.17zm20.9.283a6.487 6.487 0 0 1-4.844-1.757 6.837 6.837 0 0 1-1.813-4.674l-.029-1.218.029-1.218a6.732 6.732 0 0 1 1.841-4.646 7.389 7.389 0 0 1 9.631 0 6.736 6.736 0 0 1 1.841 4.646q.028.311.028 1.218t-.028 1.218a6.772 6.772 0 0 1-1.841 4.674 6.391 6.391 0 0 1-4.82 1.756zm0-2.181a3.582 3.582 0 0 0 2.8-1.133 4.931 4.931 0 0 0 1.133-3.258q.028-.283.028-1.076t-.028-1.076a4.931 4.931 0 0 0-1.133-3.258 3.582 3.582 0 0 0-2.8-1.133 3.671 3.671 0 0 0-2.833 1.133 4.83 4.83 0 0 0-1.1 3.258l-.028 1.076.028 1.076a4.83 4.83 0 0 0 1.1 3.258 3.671 3.671 0 0 0 2.828 1.132zm13.755 1.9a.846.846 0 0 1-.566-.17 1.321 1.321 0 0 1-.34-.538l-4.023-13.144-.056-.283a.575.575 0 0 1 .17-.425.641.641 0 0 1 .425-.17h1.246a.612.612 0 0 1 .453.17.646.646 0 0 1 .255.312l3.145 10.679 3.371-10.566a.761.761 0 0 1 .255-.4.726.726 0 0 1 .538-.2h.963a.728.728 0 0 1 .539.2.76.76 0 0 1 .255.4l3.371 10.566 3.144-10.679a.655.655 0 0 1 .2-.312.714.714 0 0 1 .482-.17h1.275a.542.542 0 0 1 .4.17.576.576 0 0 1 .17.425l-.057.283-3.994 13.144a1.323 1.323 0 0 1-.34.538.9.9 0 0 1-.6.17h-1.1a.86.86 0 0 1-.935-.708l-3.286-10.141-3.286 10.141a.928.928 0 0 1-.963.708z" fill="#51504f" data-name="Path 11" transform="translate(-1454.66 -838.62)"></path>
</g>
</g>
</g>
</svg>
</a>
</div>
<div id="content-close-button">
<svg xmlns="http://www.w3.org/2000/svg" width="19.799" height="19.799" viewBox="0 0 19.799 19.799">
<g id="Group_1574" data-name="Group 1574" transform="translate(-41.892 290.899)">
<g id="Group_1291" data-name="Group 1291" transform="rotate(-45 -308.114 -187.077)">
<rect id="Rectangle_461" width="26" height="2" fill="#51504f" data-name="Rectangle 461" rx="1" transform="translate(-.209)"></rect>
</g>
<g id="Group_1292" data-name="Group 1292" transform="rotate(45 372.48 -93.011)">
<rect id="Rectangle_462" width="26" height="2" fill="#51504f" data-name="Rectangle 462" rx="1" transform="translate(-.209 -.178)"></rect>
</g>
</g>
</svg>
</div>
</nav>
<div class="content-drawer-container" id="content-drawer">
<div class="content-drawer">
<div class="td-sidebar">
<div id="docs-version-selector" class="docs-version-selector sidebar__version-selector">
<a class="dropdown-toggle" href="#" id="versionDropdown" role="button" data-toggle="dropdown" aria-haspopup="true"
aria-expanded="false">
<span class="bodytext__medium--greyish-brown">Version: </span><span class="version">1.10.8</span>
</a>
<div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
</div>
<script type="application/x-template" id="version-item-template">
<a class="dropdown-item"></a>
</script>
</div>
<div class="searchb-box">
<form class="search-form" action="../../../../search.html" method="get">
<input class="search-form__input" type="text" name="q" placeholder="Search docs" size="16">
<input type="hidden" name="check_keywords" value="yes" />
<input type="hidden" name="area" value="default" />
<button class="search-form__button" type="submit">
<svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 20 20">
<g id="Group_1579" data-name="Group 1579" transform="translate(-41.001 -41)">
<path id="Path_169" d="M71.415 64.687a7.215 7.215 0 1 0-6.729 6.728 7.222 7.222 0 0 0 6.729-6.728z" fill="none" data-name="Path 169" transform="translate(-14.277 -14.276)"></path>
<path id="Path_170" d="M60.863 59.8l-6.093-6.09a7.78 7.78 0 1 0-1.06 1.06l6.09 6.093a.468.468 0 0 0 .662 0l.4-.4a.468.468 0 0 0 .001-.663zM42.512 49.183a6.274 6.274 0 1 1 5.851 5.85 6.28 6.28 0 0 1-5.851-5.85z" fill="#51504f" data-name="Path 170"></path>
</g>
</svg>
</button>
</form>
</div>
<style>
.searchb-box {
margin-bottom: 26px;
}
.searchb-box .search-form {
width: 100%;
margin-top: 20px;
}
</style>
<div class="toctree" role="navigation" aria-label="main navigation">
<ul>
<li class="toctree-l1"><a class="reference internal" href="../../../../project.html">Project</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../license.html">License</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../start.html">Quick Start</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../installation.html">Installation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../tutorial.html">Tutorial</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../howto/index.html">How-to Guides</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../ui.html">UI / Screenshots</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../concepts.html">Concepts</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../profiling.html">Data Profiling</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../cli.html">Command Line Interface Reference</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../scheduler.html">Scheduling &amp; Triggers</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../executor/index.html">Executor</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../plugins.html">Plugins</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../security.html">Security</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../timezone.html">Time zones</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../api.html">REST API Reference</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../integration.html">Integration</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../metrics.html">Metrics</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../errors.html">Error Tracking</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../kubernetes.html">Kubernetes</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../lineage.html">Lineage</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../dag-serialization.html">DAG Serialization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../changelog.html">Changelog</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../best-practices.html">Best Practices</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../faq.html">FAQ</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../macros.html">Macros reference</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../privacy_notice.html">Privacy Notice</a></li>
</ul>
<p class="caption"><span class="caption-text">References</span></p>
<ul class="current">
<li class="toctree-l1 current"><a class="reference internal" href="../../../index.html">Python API</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../configurations-ref.html">Configurations</a></li>
</ul>
</div>
<style type="text/css">
.toctree {
}
.toctree li {
list-style: none;
}
.toctree .caption {
font-family: Roboto;
font-size: 18px;
font-weight: bold;
font-stretch: normal;
font-style: normal;
line-height: 1.33;
letter-spacing: normal;
color: #51504f;
padding-bottom: 13px;
text-transform: uppercase;
margin-bottom: 0;
}
.toctree .current > a:not([href="#"]) {
color: #017cee;
}
.toctree > ul {
padding-left: 0;
}
.toctree ul {
padding-left: 15px;
display: none;
}
.toctree > ul,
.toctree li.current > ul {
display: block;
}
.toctree a .toctree-expand {
display: inline-block;
position: relative;
height: 1em;
}
.toctree a .toctree-expand:before {
position: absolute;
top: 6px;
left: -12px;
content: '►';
font-size: 7px;
}
.toctree .current > a > .toctree-expand:before {
content: '▼';
}
.toctree .current {
color: #017cee;
}
.toctree li {
font-family: Roboto;
font-size: 16px;
font-weight: normal;
font-stretch: normal;
font-style: normal;
line-height: 1.63;
letter-spacing: normal;
color: #707070;
}
</style>
</div>
</div>
</div>
</div>
<div class="d-flex">
<div class="td-sidebar desktop-only d-print-none">
<div id="docs-version-selector" class="docs-version-selector sidebar__version-selector">
<a class="dropdown-toggle" href="#" id="versionDropdown" role="button" data-toggle="dropdown" aria-haspopup="true"
aria-expanded="false">
<span class="bodytext__medium--greyish-brown">Version: </span><span class="version">1.10.8</span>
</a>
<div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
</div>
<script type="application/x-template" id="version-item-template">
<a class="dropdown-item"></a>
</script>
</div>
<div class="searchb-box">
<form class="search-form" action="../../../../search.html" method="get">
<input class="search-form__input" type="text" name="q" placeholder="Search docs" size="16">
<input type="hidden" name="check_keywords" value="yes" />
<input type="hidden" name="area" value="default" />
<button class="search-form__button" type="submit">
<svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 20 20">
<g id="Group_1579" data-name="Group 1579" transform="translate(-41.001 -41)">
<path id="Path_169" d="M71.415 64.687a7.215 7.215 0 1 0-6.729 6.728 7.222 7.222 0 0 0 6.729-6.728z" fill="none" data-name="Path 169" transform="translate(-14.277 -14.276)"></path>
<path id="Path_170" d="M60.863 59.8l-6.093-6.09a7.78 7.78 0 1 0-1.06 1.06l6.09 6.093a.468.468 0 0 0 .662 0l.4-.4a.468.468 0 0 0 .001-.663zM42.512 49.183a6.274 6.274 0 1 1 5.851 5.85 6.28 6.28 0 0 1-5.851-5.85z" fill="#51504f" data-name="Path 170"></path>
</g>
</svg>
</button>
</form>
</div>
<style>
.searchb-box {
margin-bottom: 26px;
}
.searchb-box .search-form {
width: 100%;
margin-top: 20px;
}
</style>
<div class="toctree" role="navigation" aria-label="main navigation">
<ul>
<li class="toctree-l1"><a class="reference internal" href="../../../../project.html">Project</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../license.html">License</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../start.html">Quick Start</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../installation.html">Installation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../tutorial.html">Tutorial</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../howto/index.html">How-to Guides</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../ui.html">UI / Screenshots</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../concepts.html">Concepts</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../profiling.html">Data Profiling</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../cli.html">Command Line Interface Reference</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../scheduler.html">Scheduling &amp; Triggers</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../executor/index.html">Executor</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../plugins.html">Plugins</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../security.html">Security</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../timezone.html">Time zones</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../api.html">REST API Reference</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../integration.html">Integration</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../metrics.html">Metrics</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../errors.html">Error Tracking</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../kubernetes.html">Kubernetes</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../lineage.html">Lineage</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../dag-serialization.html">DAG Serialization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../changelog.html">Changelog</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../best-practices.html">Best Practices</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../faq.html">FAQ</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../macros.html">Macros reference</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../privacy_notice.html">Privacy Notice</a></li>
</ul>
<p class="caption"><span class="caption-text">References</span></p>
<ul class="current">
<li class="toctree-l1 current"><a class="reference internal" href="../../../index.html">Python API</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../configurations-ref.html">Configurations</a></li>
</ul>
</div>
<style type="text/css">
.toctree {
}
.toctree li {
list-style: none;
}
.toctree .caption {
font-family: Roboto;
font-size: 18px;
font-weight: bold;
font-stretch: normal;
font-style: normal;
line-height: 1.33;
letter-spacing: normal;
color: #51504f;
padding-bottom: 13px;
text-transform: uppercase;
margin-bottom: 0;
}
.toctree .current > a:not([href="#"]) {
color: #017cee;
}
.toctree > ul {
padding-left: 0;
}
.toctree ul {
padding-left: 15px;
display: none;
}
.toctree > ul,
.toctree li.current > ul {
display: block;
}
.toctree a .toctree-expand {
display: inline-block;
position: relative;
height: 1em;
}
.toctree a .toctree-expand:before {
position: absolute;
top: 6px;
left: -12px;
content: '►';
font-size: 7px;
}
.toctree .current > a > .toctree-expand:before {
content: '▼';
}
.toctree .current {
color: #017cee;
}
.toctree li {
font-family: Roboto;
font-size: 16px;
font-weight: normal;
font-stretch: normal;
font-style: normal;
line-height: 1.63;
letter-spacing: normal;
color: #707070;
}
</style>
</div>
<main class="col-12 col-md-9 col-xl-8" role="main">
<div role="navigation" aria-label="breadcrumbs navigation" class="d-none d-md-block d-print-none">
<ul class="breadcrumb">
<li class="breadcrumb-item"><a href="../../../../index.html" class="icon icon-home"> Home</a></li>
<li class="breadcrumb-item"><a href="../../../index.html">Python API Reference</a></li>
<li class="breadcrumb-item"><a href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.models</span></code></a></li>
<li class="breadcrumb-item"><a href="_api/airflow/models/dag/index.html"> <code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.models.dag</span></code></li>
</ul>
</div>
<div class="rst-content">
<div class="document">
<div class="documentwrapper">
<div class="bodywrapper">
<div class="body" role="main">
<div class="section" id="module-airflow.models.dag">
<span id="airflow-models-dag"></span><h1><a class="reference internal" href="#module-airflow.models.dag" title="airflow.models.dag"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.models.dag</span></code></a><a class="headerlink" href="#module-airflow.models.dag" title="Permalink to this headline"></a></h1>
<div class="section" id="module-contents">
<h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this headline"></a></h2>
<dl class="data">
<dt id="airflow.models.dag.ScheduleInterval">
<code class="sig-prename descclassname">airflow.models.dag.</code><code class="sig-name descname">ScheduleInterval</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#ScheduleInterval"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.ScheduleInterval" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="function">
<dt id="airflow.models.dag.get_last_dagrun">
<code class="sig-prename descclassname">airflow.models.dag.</code><code class="sig-name descname">get_last_dagrun</code><span class="sig-paren">(</span><em class="sig-param">dag_id</em>, <em class="sig-param">session</em>, <em class="sig-param">include_externally_triggered=False</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#get_last_dagrun"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.get_last_dagrun" title="Permalink to this definition"></a></dt>
<dt>
<code class="sig-name descname">Returns the last dag run for a dag, None if there was none.</code></dt>
<dt>
<code class="sig-name descname">Last dag run can be any type of run eg. scheduled or backfilled.</code></dt>
<dt>
<code class="sig-name descname">Overridden DagRuns are ignored.</code></dt>
<dd></dd></dl>
<dl class="class">
<dt id="airflow.models.dag.DAG">
<em class="property">class </em><code class="sig-prename descclassname">airflow.models.dag.</code><code class="sig-name descname">DAG</code><span class="sig-paren">(</span><em class="sig-param">dag_id</em>, <em class="sig-param">description=''</em>, <em class="sig-param">schedule_interval=timedelta(days=1)</em>, <em class="sig-param">start_date=None</em>, <em class="sig-param">end_date=None</em>, <em class="sig-param">full_filepath=None</em>, <em class="sig-param">template_searchpath=None</em>, <em class="sig-param">template_undefined=jinja2.Undefined</em>, <em class="sig-param">user_defined_macros=None</em>, <em class="sig-param">user_defined_filters=None</em>, <em class="sig-param">default_args=None</em>, <em class="sig-param">concurrency=conf.getint('core'</em>, <em class="sig-param">'dag_concurrency')</em>, <em class="sig-param">max_active_runs=conf.getint('core'</em>, <em class="sig-param">'max_active_runs_per_dag')</em>, <em class="sig-param">dagrun_timeout=None</em>, <em class="sig-param">sla_miss_callback=None</em>, <em class="sig-param">default_view=None</em>, <em class="sig-param">orientation=conf.get('webserver'</em>, <em class="sig-param">'dag_orientation')</em>, <em class="sig-param">catchup=conf.getboolean('scheduler'</em>, <em class="sig-param">'catchup_by_default')</em>, <em class="sig-param">on_success_callback=None</em>, <em class="sig-param">on_failure_callback=None</em>, <em class="sig-param">doc_md=None</em>, <em class="sig-param">params=None</em>, <em class="sig-param">access_control=None</em>, <em class="sig-param">is_paused_upon_creation=None</em>, <em class="sig-param">jinja_environment_kwargs=None</em>, <em class="sig-param">tags=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.dag.base_dag.BaseDag</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.utils.log.logging_mixin.LoggingMixin</span></code></p>
<p>A dag (directed acyclic graph) is a collection of tasks with directional
dependencies. A dag also has a schedule, a start date and an end date
(optional). For each schedule, (say daily or hourly), the DAG needs to run
each individual tasks as their dependencies are met. Certain tasks have
the property of depending on their own past, meaning that they can’t run
until their previous schedule (and upstream tasks) are completed.</p>
<p>DAGs essentially act as namespaces for tasks. A task_id can only be
added once to a DAG.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>dag_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The id of the DAG</p></li>
<li><p><strong>description</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The description for the DAG to e.g. be shown on the webserver</p></li>
<li><p><strong>schedule_interval</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.timedelta" title="(in Python v3.8)"><em>datetime.timedelta</em></a><em> or
</em><em>dateutil.relativedelta.relativedelta</em><em> or </em><em>str that acts as a cron
expression</em>) – Defines how often that DAG runs, this
timedelta object gets added to your latest task instance’s
execution_date to figure out the next schedule</p></li>
<li><p><strong>start_date</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.datetime" title="(in Python v3.8)"><em>datetime.datetime</em></a>) – The timestamp from which the scheduler will
attempt to backfill</p></li>
<li><p><strong>end_date</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.datetime" title="(in Python v3.8)"><em>datetime.datetime</em></a>) – A date beyond which your DAG won’t run, leave to None
for open ended scheduling</p></li>
<li><p><strong>template_searchpath</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em> or </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.8)"><em>list</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>]</em>) – This list of folders (non relative)
defines where jinja will look for your templates. Order matters.
Note that jinja/airflow includes the path of your DAG file by
default</p></li>
<li><p><strong>template_undefined</strong> (<em>jinja2.Undefined</em>) – Template undefined type.</p></li>
<li><p><strong>user_defined_macros</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – a dictionary of macros that will be exposed
in your jinja templates. For example, passing <code class="docutils literal notranslate"><span class="pre">dict(foo='bar')</span></code>
to this argument allows you to <code class="docutils literal notranslate"><span class="pre">{{</span> <span class="pre">foo</span> <span class="pre">}}</span></code> in all jinja
templates related to this DAG. Note that you can pass any
type of object here.</p></li>
<li><p><strong>user_defined_filters</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – a dictionary of filters that will be exposed
in your jinja templates. For example, passing
<code class="docutils literal notranslate"><span class="pre">dict(hello=lambda</span> <span class="pre">name:</span> <span class="pre">'Hello</span> <span class="pre">%s'</span> <span class="pre">%</span> <span class="pre">name)</span></code> to this argument allows
you to <code class="docutils literal notranslate"><span class="pre">{{</span> <span class="pre">'world'</span> <span class="pre">|</span> <span class="pre">hello</span> <span class="pre">}}</span></code> in all jinja templates related to
this DAG.</p></li>
<li><p><strong>default_args</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – A dictionary of default parameters to be used
as constructor keyword parameters when initialising operators.
Note that operators have the same hook, and precede those defined
here, meaning that if your dict contains <cite>‘depends_on_past’: True</cite>
here and <cite>‘depends_on_past’: False</cite> in the operator’s call
<cite>default_args</cite>, the actual value will be <cite>False</cite>.</p></li>
<li><p><strong>params</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – a dictionary of DAG level parameters that are made
accessible in templates, namespaced under <cite>params</cite>. These
params can be overridden at the task level.</p></li>
<li><p><strong>concurrency</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.8)"><em>int</em></a>) – the number of task instances allowed to run
concurrently</p></li>
<li><p><strong>max_active_runs</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.8)"><em>int</em></a>) – maximum number of active DAG runs, beyond this
number of DAG runs in a running state, the scheduler won’t create
new active DAG runs</p></li>
<li><p><strong>dagrun_timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.timedelta" title="(in Python v3.8)"><em>datetime.timedelta</em></a>) – specify how long a DagRun should be up before
timing out / failing, so that new DagRuns can be created. The timeout
is only enforced for scheduled DagRuns, and only once the
# of active DagRuns == max_active_runs.</p></li>
<li><p><strong>sla_miss_callback</strong> (<em>types.FunctionType</em>) – specify a function to call when reporting SLA
timeouts.</p></li>
<li><p><strong>default_view</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – Specify DAG default view (tree, graph, duration,
gantt, landing_times)</p></li>
<li><p><strong>orientation</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – Specify DAG orientation in graph view (LR, TB, RL, BT)</p></li>
<li><p><strong>catchup</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Perform scheduler catchup (or only run latest)? Defaults to True</p></li>
<li><p><strong>on_failure_callback</strong> (<em>callable</em>) – A function to be called when a DagRun of this dag fails.
A context dictionary is passed as a single parameter to this function.</p></li>
<li><p><strong>on_success_callback</strong> (<em>callable</em>) – Much like the <code class="docutils literal notranslate"><span class="pre">on_failure_callback</span></code> except
that it is executed when the dag succeeds.</p></li>
<li><p><strong>access_control</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – Specify optional DAG-level permissions, e.g.,
“{‘role1’: {‘can_dag_read’}, ‘role2’: {‘can_dag_read’, ‘can_dag_edit’}}”</p></li>
<li><p><strong>is_paused_upon_creation</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a><em> or </em><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.8)"><em>None</em></a>) – Specifies if the dag is paused when created for the first time.
If the dag exists already, this flag will be ignored. If this optional parameter
is not specified, the global config setting will be used.</p></li>
<li><p><strong>jinja_environment_kwargs</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – <p>additional configuration options to be passed to Jinja
<code class="docutils literal notranslate"><span class="pre">Environment</span></code> for template rendering</p>
<p><strong>Example</strong>: to avoid Jinja from removing a trailing newline from template strings</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">DAG</span><span class="p">(</span><span class="n">dag_id</span><span class="o">=</span><span class="s1">&#39;my-dag&#39;</span><span class="p">,</span>
<span class="n">jinja_environment_kwargs</span><span class="o">=</span><span class="p">{</span>
<span class="s1">&#39;keep_trailing_newline&#39;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span>
<span class="c1"># some other jinja2 Environment options here</span>
<span class="p">}</span>
<span class="p">)</span>
</pre></div>
</div>
<p><strong>See</strong>: <a class="reference external" href="https://jinja.palletsprojects.com/en/master/api/#jinja2.Environment">Jinja Environment documentation</a></p>
</p></li>
<li><p><strong>tags</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>]</em>) – List of tags to help filtering DAGS in the UI.</p></li>
</ul>
</dd>
</dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG._comps">
<code class="sig-name descname">_comps</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG._comps"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG._comps" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.__serialized_fields">
<code class="sig-name descname">__serialized_fields</code><em class="property"> :Optional[FrozenSet[str]]</em><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.__serialized_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.__serialized_fields" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.dag_id">
<code class="sig-name descname">dag_id</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.dag_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.dag_id" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.full_filepath">
<code class="sig-name descname">full_filepath</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.full_filepath"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.full_filepath" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.concurrency">
<code class="sig-name descname">concurrency</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.concurrency"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.concurrency" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.access_control">
<code class="sig-name descname">access_control</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.access_control"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.access_control" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.description">
<code class="sig-name descname">description</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.description"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.description" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.pickle_id">
<code class="sig-name descname">pickle_id</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.pickle_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.pickle_id" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.tasks">
<code class="sig-name descname">tasks</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.tasks"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.tasks" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.task_ids">
<code class="sig-name descname">task_ids</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.task_ids"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.task_ids" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.filepath">
<code class="sig-name descname">filepath</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.filepath"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.filepath" title="Permalink to this definition"></a></dt>
<dd><p>File location of where the dag object is instantiated</p>
</dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.folder">
<code class="sig-name descname">folder</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.folder"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.folder" title="Permalink to this definition"></a></dt>
<dd><p>Folder location of where the DAG object is instantiated.</p>
</dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.owner">
<code class="sig-name descname">owner</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.owner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.owner" title="Permalink to this definition"></a></dt>
<dd><p>Return list of all owners found in DAG tasks.</p>
<dl class="field-list simple">
<dt class="field-odd">Returns</dt>
<dd class="field-odd"><p>Comma separated list of owners in DAG tasks</p>
</dd>
<dt class="field-even">Return type</dt>
<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)">str</a></p>
</dd>
</dl>
</dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.allow_future_exec_dates">
<code class="sig-name descname">allow_future_exec_dates</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.allow_future_exec_dates"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.allow_future_exec_dates" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.concurrency_reached">
<code class="sig-name descname">concurrency_reached</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.concurrency_reached"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.concurrency_reached" title="Permalink to this definition"></a></dt>
<dd><p>Returns a boolean indicating whether the concurrency limit for this DAG
has been reached</p>
</dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.is_paused">
<code class="sig-name descname">is_paused</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.is_paused"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.is_paused" title="Permalink to this definition"></a></dt>
<dd><p>Returns a boolean indicating whether this DAG is paused</p>
</dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.latest_execution_date">
<code class="sig-name descname">latest_execution_date</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.latest_execution_date"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.latest_execution_date" title="Permalink to this definition"></a></dt>
<dd><p>Returns the latest date for which at least one dag run exists</p>
</dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.subdags">
<code class="sig-name descname">subdags</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.subdags"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.subdags" title="Permalink to this definition"></a></dt>
<dd><p>Returns a list of the subdag objects associated to this DAG</p>
</dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.roots">
<code class="sig-name descname">roots</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.roots"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.roots" title="Permalink to this definition"></a></dt>
<dd><p>Return nodes with no parents. These are first to execute and are called roots or root nodes.</p>
</dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DAG.leaves">
<code class="sig-name descname">leaves</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.leaves"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.leaves" title="Permalink to this definition"></a></dt>
<dd><p>Return nodes with no children. These are last to execute and are called leaves or leaf nodes.</p>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.__repr__">
<code class="sig-name descname">__repr__</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.__repr__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.__repr__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.__eq__">
<code class="sig-name descname">__eq__</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">other</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.__eq__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.__eq__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.__ne__">
<code class="sig-name descname">__ne__</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">other</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.__ne__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.__ne__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.__lt__">
<code class="sig-name descname">__lt__</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">other</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.__lt__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.__lt__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.__hash__">
<code class="sig-name descname">__hash__</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.__hash__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.__hash__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.__enter__">
<code class="sig-name descname">__enter__</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.__enter__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.__enter__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.__exit__">
<code class="sig-name descname">__exit__</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">_type</em>, <em class="sig-param">_value</em>, <em class="sig-param">_tb</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.__exit__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.__exit__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_default_view">
<code class="sig-name descname">get_default_view</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_default_view"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_default_view" title="Permalink to this definition"></a></dt>
<dd><p>This is only there for backward compatible jinja2 templates</p>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.date_range">
<code class="sig-name descname">date_range</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">start_date</em>, <em class="sig-param">num=None</em>, <em class="sig-param">end_date=timezone.utcnow()</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.date_range"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.date_range" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.is_fixed_time_schedule">
<code class="sig-name descname">is_fixed_time_schedule</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.is_fixed_time_schedule"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.is_fixed_time_schedule" title="Permalink to this definition"></a></dt>
<dd><p>Figures out if the DAG schedule has a fixed time (e.g. 3 AM).</p>
<dl class="field-list simple">
<dt class="field-odd">Returns</dt>
<dd class="field-odd"><p>True if the schedule has a fixed time, False if not.</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.following_schedule">
<code class="sig-name descname">following_schedule</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">dttm</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.following_schedule"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.following_schedule" title="Permalink to this definition"></a></dt>
<dd><p>Calculates the following schedule for this dag in UTC.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>dttm</strong> – utc datetime</p>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>utc datetime</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.previous_schedule">
<code class="sig-name descname">previous_schedule</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">dttm</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.previous_schedule"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.previous_schedule" title="Permalink to this definition"></a></dt>
<dd><p>Calculates the previous schedule for this dag in UTC</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>dttm</strong> – utc datetime</p>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>utc datetime</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_run_dates">
<code class="sig-name descname">get_run_dates</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">start_date</em>, <em class="sig-param">end_date=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_run_dates"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_run_dates" title="Permalink to this definition"></a></dt>
<dd><p>Returns a list of dates between the interval received as parameter using this
dag’s schedule interval. Returned dates can be used for execution dates.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>start_date</strong> (<em>datetime</em>) – the start date of the interval</p></li>
<li><p><strong>end_date</strong> (<em>datetime</em>) – the end date of the interval, defaults to timezone.utcnow()</p></li>
</ul>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>a list of dates within the interval following the dag’s schedule</p>
</dd>
<dt class="field-odd">Return type</dt>
<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.8)">list</a></p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.normalize_schedule">
<code class="sig-name descname">normalize_schedule</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">dttm</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.normalize_schedule"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.normalize_schedule" title="Permalink to this definition"></a></dt>
<dd><p>Returns dttm + interval unless dttm is first interval then it returns dttm</p>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_last_dagrun">
<code class="sig-name descname">get_last_dagrun</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">session=None</em>, <em class="sig-param">include_externally_triggered=False</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_last_dagrun"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_last_dagrun" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG._get_concurrency_reached">
<code class="sig-name descname">_get_concurrency_reached</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG._get_concurrency_reached"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG._get_concurrency_reached" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG._get_is_paused">
<code class="sig-name descname">_get_is_paused</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG._get_is_paused"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG._get_is_paused" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.handle_callback">
<code class="sig-name descname">handle_callback</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">dagrun</em>, <em class="sig-param">success=True</em>, <em class="sig-param">reason=None</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.handle_callback"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.handle_callback" title="Permalink to this definition"></a></dt>
<dd><p>Triggers the appropriate callback depending on the value of success, namely the
on_failure_callback or on_success_callback. This method gets the context of a
single TaskInstance part of this DagRun and passes that to the callable along
with a ‘reason’, primarily to differentiate DagRun failures.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>dagrun</strong> – DagRun object</p></li>
<li><p><strong>success</strong> – Flag to specify if failure or success callback should be called</p></li>
<li><p><strong>reason</strong> – Completion reason</p></li>
<li><p><strong>session</strong> – Database session</p></li>
</ul>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_active_runs">
<code class="sig-name descname">get_active_runs</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_active_runs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_active_runs" title="Permalink to this definition"></a></dt>
<dd><p>Returns a list of dag run execution dates currently running</p>
<dl class="field-list simple">
<dt class="field-odd">Returns</dt>
<dd class="field-odd"><p>List of execution dates</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_num_active_runs">
<code class="sig-name descname">get_num_active_runs</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">external_trigger=None</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_num_active_runs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_num_active_runs" title="Permalink to this definition"></a></dt>
<dd><p>Returns the number of active “running” dag runs</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>external_trigger</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – True for externally triggered active dag runs</p></li>
<li><p><strong>session</strong></p></li>
</ul>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>number greater than 0 for active dag runs</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_dagrun">
<code class="sig-name descname">get_dagrun</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">execution_date</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_dagrun"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_dagrun" title="Permalink to this definition"></a></dt>
<dd><p>Returns the dag run for a given execution date if it exists, otherwise
none.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>execution_date</strong> – The execution date of the DagRun to find.</p></li>
<li><p><strong>session</strong></p></li>
</ul>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>The DagRun if found, otherwise None.</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_dagruns_between">
<code class="sig-name descname">get_dagruns_between</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">start_date</em>, <em class="sig-param">end_date</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_dagruns_between"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_dagruns_between" title="Permalink to this definition"></a></dt>
<dd><p>Returns the list of dag runs between start_date (inclusive) and end_date (inclusive).</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>start_date</strong> – The starting execution date of the DagRun to find.</p></li>
<li><p><strong>end_date</strong> – The ending execution date of the DagRun to find.</p></li>
<li><p><strong>session</strong></p></li>
</ul>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>The list of DagRuns found.</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG._get_latest_execution_date">
<code class="sig-name descname">_get_latest_execution_date</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG._get_latest_execution_date"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG._get_latest_execution_date" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.resolve_template_files">
<code class="sig-name descname">resolve_template_files</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.resolve_template_files"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.resolve_template_files" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_template_env">
<code class="sig-name descname">get_template_env</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_template_env"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_template_env" title="Permalink to this definition"></a></dt>
<dd><p>Build a Jinja2 environment.</p>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.set_dependency">
<code class="sig-name descname">set_dependency</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">upstream_task_id</em>, <em class="sig-param">downstream_task_id</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.set_dependency"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.set_dependency" title="Permalink to this definition"></a></dt>
<dd><p>Simple utility method to set dependency between two tasks that
already have been added to the DAG using add_task()</p>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_task_instances">
<code class="sig-name descname">get_task_instances</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">start_date=None</em>, <em class="sig-param">end_date=None</em>, <em class="sig-param">state=None</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_task_instances"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_task_instances" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.topological_sort">
<code class="sig-name descname">topological_sort</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.topological_sort"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.topological_sort" title="Permalink to this definition"></a></dt>
<dd><p>Sorts tasks in topographical order, such that a task comes after any of its
upstream dependencies.</p>
<p>Heavily inspired by:
<a class="reference external" href="http://blog.jupo.org/2012/04/06/topological-sorting-acyclic-directed-graphs/">http://blog.jupo.org/2012/04/06/topological-sorting-acyclic-directed-graphs/</a></p>
<dl class="field-list simple">
<dt class="field-odd">Returns</dt>
<dd class="field-odd"><p>list of tasks in topological order</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.set_dag_runs_state">
<code class="sig-name descname">set_dag_runs_state</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">state=State.RUNNING</em>, <em class="sig-param">session=None</em>, <em class="sig-param">start_date=None</em>, <em class="sig-param">end_date=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.set_dag_runs_state"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.set_dag_runs_state" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.clear">
<code class="sig-name descname">clear</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">start_date=None</em>, <em class="sig-param">end_date=None</em>, <em class="sig-param">only_failed=False</em>, <em class="sig-param">only_running=False</em>, <em class="sig-param">confirm_prompt=False</em>, <em class="sig-param">include_subdags=True</em>, <em class="sig-param">include_parentdag=True</em>, <em class="sig-param">reset_dag_runs=True</em>, <em class="sig-param">dry_run=False</em>, <em class="sig-param">session=None</em>, <em class="sig-param">get_tis=False</em>, <em class="sig-param">recursion_depth=0</em>, <em class="sig-param">max_recursion_depth=None</em>, <em class="sig-param">dag_bag=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.clear"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.clear" title="Permalink to this definition"></a></dt>
<dd><p>Clears a set of task instances associated with the current dag for
a specified date range.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>start_date</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.datetime" title="(in Python v3.8)"><em>datetime.datetime</em></a><em> or </em><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.8)"><em>None</em></a>) – The minimum execution_date to clear</p></li>
<li><p><strong>end_date</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.datetime" title="(in Python v3.8)"><em>datetime.datetime</em></a><em> or </em><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.8)"><em>None</em></a>) – The maximum exeuction_date to clear</p></li>
<li><p><strong>only_failed</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Only clear failed tasks</p></li>
<li><p><strong>only_running</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Only clear running tasks.</p></li>
<li><p><strong>confirm_prompt</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Ask for confirmation</p></li>
<li><p><strong>include_subdags</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Clear tasks in subdags and clear external tasks
indicated by ExternalTaskMarker</p></li>
<li><p><strong>include_parentdag</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Clear tasks in the parent dag of the subdag.</p></li>
<li><p><strong>reset_dag_runs</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Set state of dag to RUNNING</p></li>
<li><p><strong>dry_run</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Find the tasks to clear but don’t clear them.</p></li>
<li><p><strong>session</strong> (<a class="reference external" href="https://docs.sqlalchemy.org/en/13/orm/session_api.html#sqlalchemy.orm.session.Session" title="(in SQLAlchemy v1.3)"><em>sqlalchemy.orm.session.Session</em></a>) – The sqlalchemy session to use</p></li>
<li><p><strong>get_tis</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Return the sqlachemy query for finding the TaskInstance without clearing the tasks</p></li>
<li><p><strong>recursion_depth</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.8)"><em>int</em></a>) – The recursion depth of nested calls to DAG.clear().</p></li>
<li><p><strong>max_recursion_depth</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.8)"><em>int</em></a>) – The maximum recusion depth allowed. This is determined by the
first encountered ExternalTaskMarker. Default is None indicating no ExternalTaskMarker
has been encountered.</p></li>
<li><p><strong>dag_bag</strong> (<a class="reference internal" href="../dagbag/index.html#airflow.models.dagbag.DagBag" title="airflow.models.dagbag.DagBag"><em>airflow.models.dagbag.DagBag</em></a>) – The DagBag used to find the dags</p></li>
</ul>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.clear_dags">
<em class="property">classmethod </em><code class="sig-name descname">clear_dags</code><span class="sig-paren">(</span><em class="sig-param">cls</em>, <em class="sig-param">dags</em>, <em class="sig-param">start_date=None</em>, <em class="sig-param">end_date=None</em>, <em class="sig-param">only_failed=False</em>, <em class="sig-param">only_running=False</em>, <em class="sig-param">confirm_prompt=False</em>, <em class="sig-param">include_subdags=True</em>, <em class="sig-param">include_parentdag=False</em>, <em class="sig-param">reset_dag_runs=True</em>, <em class="sig-param">dry_run=False</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.clear_dags"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.clear_dags" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.__deepcopy__">
<code class="sig-name descname">__deepcopy__</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">memo</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.__deepcopy__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.__deepcopy__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.sub_dag">
<code class="sig-name descname">sub_dag</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">task_regex</em>, <em class="sig-param">include_downstream=False</em>, <em class="sig-param">include_upstream=True</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.sub_dag"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.sub_dag" title="Permalink to this definition"></a></dt>
<dd><p>Returns a subset of the current dag as a deep copy of the current dag
based on a regex that should match one or many tasks, and includes
upstream and downstream neighbours based on the flag passed.</p>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.has_task">
<code class="sig-name descname">has_task</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">task_id</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.has_task"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.has_task" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_task">
<code class="sig-name descname">get_task</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">task_id</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_task"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_task" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.pickle_info">
<code class="sig-name descname">pickle_info</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.pickle_info"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.pickle_info" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.pickle">
<code class="sig-name descname">pickle</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.pickle"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.pickle" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.tree_view">
<code class="sig-name descname">tree_view</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.tree_view"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.tree_view" title="Permalink to this definition"></a></dt>
<dd><p>Print an ASCII tree representation of the DAG.</p>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.add_task">
<code class="sig-name descname">add_task</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">task</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.add_task"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.add_task" title="Permalink to this definition"></a></dt>
<dd><p>Add a task to the DAG</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>task</strong> (<em>task</em>) – the task you want to add</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.add_tasks">
<code class="sig-name descname">add_tasks</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">tasks</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.add_tasks"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.add_tasks" title="Permalink to this definition"></a></dt>
<dd><p>Add a list of tasks to the DAG</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>tasks</strong> (<em>list of tasks</em>) – a lit of tasks you want to add</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.run">
<code class="sig-name descname">run</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">start_date=None</em>, <em class="sig-param">end_date=None</em>, <em class="sig-param">mark_success=False</em>, <em class="sig-param">local=False</em>, <em class="sig-param">executor=None</em>, <em class="sig-param">donot_pickle=conf.getboolean('core'</em>, <em class="sig-param">'donot_pickle')</em>, <em class="sig-param">ignore_task_deps=False</em>, <em class="sig-param">ignore_first_depends_on_past=False</em>, <em class="sig-param">pool=None</em>, <em class="sig-param">delay_on_limit_secs=1.0</em>, <em class="sig-param">verbose=False</em>, <em class="sig-param">conf=None</em>, <em class="sig-param">rerun_failed_tasks=False</em>, <em class="sig-param">run_backwards=False</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.run"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.run" title="Permalink to this definition"></a></dt>
<dd><p>Runs the DAG.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>start_date</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.datetime" title="(in Python v3.8)"><em>datetime.datetime</em></a>) – the start date of the range to run</p></li>
<li><p><strong>end_date</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.datetime" title="(in Python v3.8)"><em>datetime.datetime</em></a>) – the end date of the range to run</p></li>
<li><p><strong>mark_success</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – True to mark jobs as succeeded without running them</p></li>
<li><p><strong>local</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – True to run the tasks using the LocalExecutor</p></li>
<li><p><strong>executor</strong> (<em>airflow.executor.BaseExecutor</em>) – The executor instance to run the tasks</p></li>
<li><p><strong>donot_pickle</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – True to avoid pickling DAG object and send to workers</p></li>
<li><p><strong>ignore_task_deps</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – True to skip upstream tasks</p></li>
<li><p><strong>ignore_first_depends_on_past</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – True to ignore depends_on_past
dependencies for the first set of tasks only</p></li>
<li><p><strong>pool</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – Resource pool to use</p></li>
<li><p><strong>delay_on_limit_secs</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.8)"><em>float</em></a>) – Time in seconds to wait before next attempt to run
dag run when max_active_runs limit has been reached</p></li>
<li><p><strong>verbose</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Make logging output more verbose</p></li>
<li><p><strong>conf</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – user defined dictionary passed from CLI</p></li>
<li><p><strong>rerun_failed_tasks</strong></p></li>
<li><p><strong>run_backwards</strong></p></li>
</ul>
</dd>
<dt class="field-even">Type</dt>
<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)">bool</a></p>
</dd>
<dt class="field-odd">Type</dt>
<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)">bool</a></p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.cli">
<code class="sig-name descname">cli</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.cli"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.cli" title="Permalink to this definition"></a></dt>
<dd><p>Exposes a CLI specific to this DAG</p>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.create_dagrun">
<code class="sig-name descname">create_dagrun</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">run_id</em>, <em class="sig-param">state</em>, <em class="sig-param">execution_date=None</em>, <em class="sig-param">start_date=None</em>, <em class="sig-param">external_trigger=False</em>, <em class="sig-param">conf=None</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.create_dagrun"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.create_dagrun" title="Permalink to this definition"></a></dt>
<dd><p>Creates a dag run from this dag including the tasks associated with this dag.
Returns the dag run.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>run_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – defines the the run id for this dag run</p></li>
<li><p><strong>execution_date</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.datetime" title="(in Python v3.8)"><em>datetime.datetime</em></a>) – the execution date of this dag run</p></li>
<li><p><strong>state</strong> (<em>airflow.utils.state.State</em>) – the state of the dag run</p></li>
<li><p><strong>start_date</strong> (<em>datetime</em>) – the date this dag run should be evaluated</p></li>
<li><p><strong>external_trigger</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – whether this dag run is externally triggered</p></li>
<li><p><strong>session</strong> (<a class="reference external" href="https://docs.sqlalchemy.org/en/13/orm/session_api.html#sqlalchemy.orm.session.Session" title="(in SQLAlchemy v1.3)"><em>sqlalchemy.orm.session.Session</em></a>) – database session</p></li>
</ul>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.sync_to_db">
<code class="sig-name descname">sync_to_db</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">owner=None</em>, <em class="sig-param">sync_time=None</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.sync_to_db"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.sync_to_db" title="Permalink to this definition"></a></dt>
<dd><p>Save attributes about this DAG to the DB. Note that this method
can be called for both DAGs and SubDAGs. A SubDag is actually a
SubDagOperator.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>dag</strong> (<a class="reference internal" href="../index.html#airflow.models.DAG" title="airflow.models.DAG"><em>airflow.models.DAG</em></a>) – the DAG object to save to the DB</p></li>
<li><p><strong>sync_time</strong> (<em>datetime</em>) – The time that the DAG should be marked as sync’ed</p></li>
</ul>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>None</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_dagtags">
<code class="sig-name descname">get_dagtags</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_dagtags"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_dagtags" title="Permalink to this definition"></a></dt>
<dd><p>Creating a list of DagTags, if one is missing from the DB, will insert.</p>
<dl class="field-list simple">
<dt class="field-odd">Returns</dt>
<dd class="field-odd"><p>The DagTag list.</p>
</dd>
<dt class="field-even">Return type</dt>
<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.8)">list</a></p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.deactivate_unknown_dags">
<em class="property">static </em><code class="sig-name descname">deactivate_unknown_dags</code><span class="sig-paren">(</span><em class="sig-param">active_dag_ids</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.deactivate_unknown_dags"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.deactivate_unknown_dags" title="Permalink to this definition"></a></dt>
<dd><p>Given a list of known DAGs, deactivate any other DAGs that are
marked as active in the ORM</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>active_dag_ids</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.8)"><em>list</em></a><em>[</em><em>unicode</em><em>]</em>) – list of DAG IDs that are active</p>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>None</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.deactivate_stale_dags">
<em class="property">static </em><code class="sig-name descname">deactivate_stale_dags</code><span class="sig-paren">(</span><em class="sig-param">expiration_date</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.deactivate_stale_dags"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.deactivate_stale_dags" title="Permalink to this definition"></a></dt>
<dd><p>Deactivate any DAGs that were last touched by the scheduler before
the expiration date. These DAGs were likely deleted.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>expiration_date</strong> (<em>datetime</em>) – set inactive DAGs that were touched before this
time</p>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>None</p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_num_task_instances">
<em class="property">static </em><code class="sig-name descname">get_num_task_instances</code><span class="sig-paren">(</span><em class="sig-param">dag_id</em>, <em class="sig-param">task_ids=None</em>, <em class="sig-param">states=None</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_num_task_instances"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_num_task_instances" title="Permalink to this definition"></a></dt>
<dd><p>Returns the number of task instances in the given DAG.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>session</strong> – ORM session</p></li>
<li><p><strong>dag_id</strong> (<em>unicode</em>) – ID of the DAG to get the task concurrency of</p></li>
<li><p><strong>task_ids</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.8)"><em>list</em></a><em>[</em><em>unicode</em><em>]</em>) – A list of valid task IDs for the given DAG</p></li>
<li><p><strong>states</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.8)"><em>list</em></a><em>[</em><em>state</em><em>]</em>) – A list of states to filter by if supplied</p></li>
</ul>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>The number of running tasks</p>
</dd>
<dt class="field-odd">Return type</dt>
<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.8)">int</a></p>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.test_cycle">
<code class="sig-name descname">test_cycle</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.test_cycle"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.test_cycle" title="Permalink to this definition"></a></dt>
<dd><p>Check to see if there are any cycles in the DAG. Returns False if no cycle found,
otherwise raises exception.</p>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG._test_cycle_helper">
<code class="sig-name descname">_test_cycle_helper</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">visit_map</em>, <em class="sig-param">task_id</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG._test_cycle_helper"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG._test_cycle_helper" title="Permalink to this definition"></a></dt>
<dd><p>Checks if a cycle exists from the input task using DFS traversal</p>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DAG.get_serialized_fields">
<em class="property">classmethod </em><code class="sig-name descname">get_serialized_fields</code><span class="sig-paren">(</span><em class="sig-param">cls</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DAG.get_serialized_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DAG.get_serialized_fields" title="Permalink to this definition"></a></dt>
<dd><p>Stringified DAGs and operators contain exactly these fields.</p>
</dd></dl>
</dd></dl>
<dl class="class">
<dt id="airflow.models.dag.DagTag">
<em class="property">class </em><code class="sig-prename descclassname">airflow.models.dag.</code><code class="sig-name descname">DagTag</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagTag"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagTag" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="../base/index.html#airflow.models.base.Base" title="airflow.models.base.Base"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.base.Base</span></code></a></p>
<p>A tag name per dag, to allow quick filtering in the DAG view.</p>
<dl class="attribute">
<dt id="airflow.models.dag.DagTag.__tablename__">
<code class="sig-name descname">__tablename__</code><em class="property"> = dag_tag</em><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagTag.__tablename__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagTag.__tablename__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagTag.name">
<code class="sig-name descname">name</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagTag.name"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagTag.name" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagTag.dag_id">
<code class="sig-name descname">dag_id</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagTag.dag_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagTag.dag_id" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="class">
<dt id="airflow.models.dag.DagModel">
<em class="property">class </em><code class="sig-prename descclassname">airflow.models.dag.</code><code class="sig-name descname">DagModel</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="../base/index.html#airflow.models.base.Base" title="airflow.models.base.Base"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.base.Base</span></code></a></p>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.__tablename__">
<code class="sig-name descname">__tablename__</code><em class="property"> = dag</em><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.__tablename__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.__tablename__" title="Permalink to this definition"></a></dt>
<dd><p>These items are stored in the database for state related information</p>
</dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.dag_id">
<code class="sig-name descname">dag_id</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.dag_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.dag_id" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.root_dag_id">
<code class="sig-name descname">root_dag_id</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.root_dag_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.root_dag_id" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.is_paused_at_creation">
<code class="sig-name descname">is_paused_at_creation</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.is_paused_at_creation"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.is_paused_at_creation" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.is_paused">
<code class="sig-name descname">is_paused</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.is_paused"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.is_paused" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.is_subdag">
<code class="sig-name descname">is_subdag</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.is_subdag"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.is_subdag" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.is_active">
<code class="sig-name descname">is_active</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.is_active"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.is_active" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.last_scheduler_run">
<code class="sig-name descname">last_scheduler_run</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.last_scheduler_run"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.last_scheduler_run" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.last_pickled">
<code class="sig-name descname">last_pickled</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.last_pickled"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.last_pickled" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.last_expired">
<code class="sig-name descname">last_expired</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.last_expired"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.last_expired" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.scheduler_lock">
<code class="sig-name descname">scheduler_lock</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.scheduler_lock"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.scheduler_lock" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.pickle_id">
<code class="sig-name descname">pickle_id</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.pickle_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.pickle_id" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.fileloc">
<code class="sig-name descname">fileloc</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.fileloc"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.fileloc" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.owners">
<code class="sig-name descname">owners</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.owners"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.owners" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.description">
<code class="sig-name descname">description</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.description"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.description" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.default_view">
<code class="sig-name descname">default_view</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.default_view"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.default_view" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.schedule_interval">
<code class="sig-name descname">schedule_interval</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.schedule_interval"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.schedule_interval" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.tags">
<code class="sig-name descname">tags</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.tags"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.tags" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.__table_args__">
<code class="sig-name descname">__table_args__</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.__table_args__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.__table_args__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.timezone">
<code class="sig-name descname">timezone</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.timezone"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.timezone" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.models.dag.DagModel.safe_dag_id">
<code class="sig-name descname">safe_dag_id</code><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.safe_dag_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.safe_dag_id" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DagModel.__repr__">
<code class="sig-name descname">__repr__</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.__repr__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.__repr__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DagModel.get_dagmodel">
<em class="property">static </em><code class="sig-name descname">get_dagmodel</code><span class="sig-paren">(</span><em class="sig-param">dag_id</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.get_dagmodel"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.get_dagmodel" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DagModel.get_current">
<em class="property">classmethod </em><code class="sig-name descname">get_current</code><span class="sig-paren">(</span><em class="sig-param">cls</em>, <em class="sig-param">dag_id</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.get_current"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.get_current" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DagModel.get_default_view">
<code class="sig-name descname">get_default_view</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.get_default_view"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.get_default_view" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DagModel.get_last_dagrun">
<code class="sig-name descname">get_last_dagrun</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">session=None</em>, <em class="sig-param">include_externally_triggered=False</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.get_last_dagrun"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.get_last_dagrun" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DagModel.get_dag">
<code class="sig-name descname">get_dag</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">store_serialized_dags=False</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.get_dag"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.get_dag" title="Permalink to this definition"></a></dt>
<dd><p>Creates a dagbag to load and return a DAG.
Calling it from UI should set store_serialized_dags = STORE_SERIALIZED_DAGS.
There may be a delay for scheduler to write serialized DAG into database,
loads from file in this case.
FIXME: remove it when webserver does not access to DAG folder in future.</p>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DagModel.create_dagrun">
<code class="sig-name descname">create_dagrun</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">run_id</em>, <em class="sig-param">state</em>, <em class="sig-param">execution_date</em>, <em class="sig-param">start_date=None</em>, <em class="sig-param">external_trigger=False</em>, <em class="sig-param">conf=None</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.create_dagrun"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.create_dagrun" title="Permalink to this definition"></a></dt>
<dd><p>Creates a dag run from this dag including the tasks associated with this dag.
Returns the dag run.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>run_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – defines the the run id for this dag run</p></li>
<li><p><strong>execution_date</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.datetime" title="(in Python v3.8)"><em>datetime.datetime</em></a>) – the execution date of this dag run</p></li>
<li><p><strong>state</strong> (<em>airflow.utils.state.State</em>) – the state of the dag run</p></li>
<li><p><strong>start_date</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.datetime" title="(in Python v3.8)"><em>datetime.datetime</em></a>) – the date this dag run should be evaluated</p></li>
<li><p><strong>external_trigger</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – whether this dag run is externally triggered</p></li>
<li><p><strong>session</strong> (<a class="reference external" href="https://docs.sqlalchemy.org/en/13/orm/session_api.html#sqlalchemy.orm.session.Session" title="(in SQLAlchemy v1.3)"><em>sqlalchemy.orm.session.Session</em></a>) – database session</p></li>
</ul>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DagModel.set_is_paused">
<code class="sig-name descname">set_is_paused</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">is_paused</em>, <em class="sig-param">including_subdags=True</em>, <em class="sig-param">store_serialized_dags=False</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.set_is_paused"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.set_is_paused" title="Permalink to this definition"></a></dt>
<dd><p>Pause/Un-pause a DAG.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>is_paused</strong> – Is the DAG paused</p></li>
<li><p><strong>including_subdags</strong> – whether to include the DAG’s subdags</p></li>
<li><p><strong>store_serialized_dags</strong> – whether to serialize DAGs &amp; store it in DB</p></li>
<li><p><strong>session</strong> – session</p></li>
</ul>
</dd>
</dl>
</dd></dl>
<dl class="method">
<dt id="airflow.models.dag.DagModel.deactivate_deleted_dags">
<em class="property">classmethod </em><code class="sig-name descname">deactivate_deleted_dags</code><span class="sig-paren">(</span><em class="sig-param">cls</em>, <em class="sig-param">alive_dag_filelocs</em>, <em class="sig-param">session=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/models/dag.html#DagModel.deactivate_deleted_dags"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.models.dag.DagModel.deactivate_deleted_dags" title="Permalink to this definition"></a></dt>
<dd><p>Set <code class="docutils literal notranslate"><span class="pre">is_active=False</span></code> on the DAGs for which the DAG files have been removed.
Additionally change <code class="docutils literal notranslate"><span class="pre">is_active=False</span></code> to <code class="docutils literal notranslate"><span class="pre">True</span></code> if the DAG file exists.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>alive_dag_filelocs</strong> – file paths of alive DAGs</p></li>
<li><p><strong>session</strong> – ORM Session</p></li>
</ul>
</dd>
</dl>
</dd></dl>
</dd></dl>
</div>
</div>
<div class="pager" role="navigation" aria-label="related navigation">
<a rel="prev" title="airflow.models.crypto" href="../crypto/index.html" >
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" accesskey="p">Previous</button>
</a>
<a rel="next" title="airflow.models.dagbag" href="../dagbag/index.html" >
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" accesskey="n">Next</button>
</a>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="rating-container">
<p class="bodytext__medium--greyish-brown font-weight-500">Was this entry helpful?</p>
<div class="rating">
<div id="rate-star-5" class="rate-star">
<svg xmlns="http://www.w3.org/2000/svg" width="21.05" height="20.02" viewBox="0 0 21.05 20.02">
<g id="Group_806" data-name="Group 806" transform="translate(-774.404 -13.178)">
<path id="Path_715" d="M791.434 33.2l-6.5-3.42-6.5 3.42 1.242-7.243-5.262-5.13 7.273-1.057 3.252-6.59 3.252 6.59 7.273 1.057-5.262 5.13z" fill="#017cee" data-name="Path 715"></path>
</g>
</svg>
</div>
<div id="rate-star-4" class="rate-star">
<svg xmlns="http://www.w3.org/2000/svg" width="21.05" height="20.02" viewBox="0 0 21.05 20.02">
<g id="Group_806" data-name="Group 806" transform="translate(-774.404 -13.178)">
<path id="Path_715" d="M791.434 33.2l-6.5-3.42-6.5 3.42 1.242-7.243-5.262-5.13 7.273-1.057 3.252-6.59 3.252 6.59 7.273 1.057-5.262 5.13z" fill="#017cee" data-name="Path 715"></path>
</g>
</svg>
</div>
<div id="rate-star-3" class="rate-star">
<svg xmlns="http://www.w3.org/2000/svg" width="21.05" height="20.02" viewBox="0 0 21.05 20.02">
<g id="Group_806" data-name="Group 806" transform="translate(-774.404 -13.178)">
<path id="Path_715" d="M791.434 33.2l-6.5-3.42-6.5 3.42 1.242-7.243-5.262-5.13 7.273-1.057 3.252-6.59 3.252 6.59 7.273 1.057-5.262 5.13z" fill="#017cee" data-name="Path 715"></path>
</g>
</svg>
</div>
<div id="rate-star-2" class="rate-star">
<svg xmlns="http://www.w3.org/2000/svg" width="21.05" height="20.02" viewBox="0 0 21.05 20.02">
<g id="Group_806" data-name="Group 806" transform="translate(-774.404 -13.178)">
<path id="Path_715" d="M791.434 33.2l-6.5-3.42-6.5 3.42 1.242-7.243-5.262-5.13 7.273-1.057 3.252-6.59 3.252 6.59 7.273 1.057-5.262 5.13z" fill="#017cee" data-name="Path 715"></path>
</g>
</svg>
</div>
<div id="rate-star-1" class="rate-star">
<svg xmlns="http://www.w3.org/2000/svg" width="21.05" height="20.02" viewBox="0 0 21.05 20.02">
<g id="Group_806" data-name="Group 806" transform="translate(-774.404 -13.178)">
<path id="Path_715" d="M791.434 33.2l-6.5-3.42-6.5 3.42 1.242-7.243-5.262-5.13 7.273-1.057 3.252-6.59 3.252 6.59 7.273 1.057-5.262 5.13z" fill="#017cee" data-name="Path 715"></path>
</g>
</svg>
</div>
</div>
</div>
</main>
<nav class="wy-nav-side-toc">
<div class="wy-menu-vertical">
<ul>
<li><a class="reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.models.dag</span></code></a><ul>
<li><a class="reference internal" href="#module-contents">Module Contents</a><ul>
<li><a class="reference internal" href="#airflow.models.dag.ScheduleInterval">ScheduleInterval</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.get_last_dagrun">get_last_dagrun</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG">DAG</a><ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG._comps">_comps</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.__serialized_fields">__serialized_fields</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.dag_id">dag_id</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.full_filepath">full_filepath</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.concurrency">concurrency</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.access_control">access_control</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.description">description</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.pickle_id">pickle_id</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.tasks">tasks</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.task_ids">task_ids</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.filepath">filepath</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.folder">folder</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.owner">owner</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.allow_future_exec_dates">allow_future_exec_dates</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.concurrency_reached">concurrency_reached</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.is_paused">is_paused</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.latest_execution_date">latest_execution_date</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.subdags">subdags</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.roots">roots</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.leaves">leaves</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.__repr__">__repr__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.__eq__">__eq__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.__ne__">__ne__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.__lt__">__lt__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.__hash__">__hash__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.__enter__">__enter__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.__exit__">__exit__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_default_view">get_default_view</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.date_range">date_range</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.is_fixed_time_schedule">is_fixed_time_schedule</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.following_schedule">following_schedule</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.previous_schedule">previous_schedule</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_run_dates">get_run_dates</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.normalize_schedule">normalize_schedule</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_last_dagrun">get_last_dagrun</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG._get_concurrency_reached">_get_concurrency_reached</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG._get_is_paused">_get_is_paused</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.handle_callback">handle_callback</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_active_runs">get_active_runs</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_num_active_runs">get_num_active_runs</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_dagrun">get_dagrun</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_dagruns_between">get_dagruns_between</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG._get_latest_execution_date">_get_latest_execution_date</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.resolve_template_files">resolve_template_files</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_template_env">get_template_env</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.set_dependency">set_dependency</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_task_instances">get_task_instances</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.topological_sort">topological_sort</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.set_dag_runs_state">set_dag_runs_state</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.clear">clear</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.clear_dags">clear_dags</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.__deepcopy__">__deepcopy__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.sub_dag">sub_dag</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.has_task">has_task</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_task">get_task</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.pickle_info">pickle_info</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.pickle">pickle</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.tree_view">tree_view</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.add_task">add_task</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.add_tasks">add_tasks</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.run">run</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.cli">cli</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.create_dagrun">create_dagrun</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.sync_to_db">sync_to_db</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_dagtags">get_dagtags</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.deactivate_unknown_dags">deactivate_unknown_dags</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.deactivate_stale_dags">deactivate_stale_dags</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_num_task_instances">get_num_task_instances</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.test_cycle">test_cycle</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG._test_cycle_helper">_test_cycle_helper</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DAG.get_serialized_fields">get_serialized_fields</a></li>
</ul>
</li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagTag">DagTag</a><ul>
<li><a class="reference internal" href="#airflow.models.dag.DagTag.__tablename__">__tablename__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagTag.name">name</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagTag.dag_id">dag_id</a></li>
</ul>
</li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel">DagModel</a><ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.__tablename__">__tablename__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.dag_id">dag_id</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.root_dag_id">root_dag_id</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.is_paused_at_creation">is_paused_at_creation</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.is_paused">is_paused</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.is_subdag">is_subdag</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.is_active">is_active</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.last_scheduler_run">last_scheduler_run</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.last_pickled">last_pickled</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.last_expired">last_expired</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.scheduler_lock">scheduler_lock</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.pickle_id">pickle_id</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.fileloc">fileloc</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.owners">owners</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.description">description</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.default_view">default_view</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.schedule_interval">schedule_interval</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.tags">tags</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.__table_args__">__table_args__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.timezone">timezone</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.safe_dag_id">safe_dag_id</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.__repr__">__repr__</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.get_dagmodel">get_dagmodel</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.get_current">get_current</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.get_default_view">get_default_view</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.get_last_dagrun">get_last_dagrun</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.get_dag">get_dag</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.create_dagrun">create_dagrun</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.set_is_paused">set_is_paused</a></li>
</ul>
<ul>
<li><a class="reference internal" href="#airflow.models.dag.DagModel.deactivate_deleted_dags">deactivate_deleted_dags</a></li>
</ul>
</li>
</ul>
</li>
</ul>
</li>
</ul>
</div>
</nav>
</div>
<div class="base-layout--button">
<a href="https://github.com/apache/airflow/edit/master/docs/_api/airflow/models/dag/index.rst" rel="nofollow">
<button class="btn-hollow btn-brown btn-with-icon with-box-shadow button-fixed">
<svg xmlns="http://www.w3.org/2000/svg" width="30.76" height="30">
<path d="M15.379 0a15.381 15.381 0 00-4.86 29.974c.769.141 1.05-.334 1.05-.741 0-.365-.013-1.332-.021-2.616-4.278.929-5.181-2.062-5.181-2.062a4.071 4.071 0 00-1.708-2.25c-1.4-.954.106-.935.106-.935a3.231 3.231 0 012.356 1.585 3.274 3.274 0 004.476 1.278 3.287 3.287 0 01.976-2.056c-3.415-.388-7.005-1.707-7.005-7.6a5.947 5.947 0 011.583-4.127 5.53 5.53 0 01.151-4.07s1.291-.413 4.229 1.577a14.577 14.577 0 017.7 0c2.936-1.99 4.225-1.577 4.225-1.577a5.523 5.523 0 01.153 4.07 5.937 5.937 0 011.581 4.127c0 5.909-3.6 7.209-7.022 7.589a3.672 3.672 0 011.044 2.848c0 2.056-.019 3.715-.019 4.219 0 .411.277.89 1.057.74A15.382 15.382 0 0015.378.001z" data-name="Path 224" fill="#51504f" fill-rule="evenodd"></path>
</svg>
<span class="bodytext__medium--brownish-grey">Suggest a change on this page</span>
</button>
</a>
</div>
</div>
<footer>
<div class="footer-section footer-section__media-section">
<div class="d-flex align-items-center">
<a class="footer-section__media-section--link" target="_blank" href="https://github.com">
<svg xmlns="http://www.w3.org/2000/svg" width="46.14" height="45" viewBox="0 0 46.14 45">
<path id="Path_207" d="M228.962 1078.578a23.072 23.072 0 0 0-7.29 44.96c1.154.212 1.574-.5 1.574-1.112 0-.548-.02-2-.031-3.924-6.417 1.394-7.771-3.093-7.771-3.093a6.109 6.109 0 0 0-2.562-3.375c-2.095-1.431.159-1.4.159-1.4a4.846 4.846 0 0 1 3.533 2.377c2.058 3.525 5.4 2.507 6.714 1.917a4.926 4.926 0 0 1 1.464-3.084c-5.123-.582-10.508-2.562-10.508-11.4a8.919 8.919 0 0 1 2.374-6.191 8.3 8.3 0 0 1 .226-6.105s1.937-.62 6.344 2.365a21.857 21.857 0 0 1 11.551 0c4.4-2.985 6.338-2.365 6.338-2.365a8.284 8.284 0 0 1 .23 6.105 8.9 8.9 0 0 1 2.371 6.191c0 8.862-5.393 10.812-10.533 11.384a5.506 5.506 0 0 1 1.566 4.272c0 3.084-.028 5.572-.028 6.329 0 .617.415 1.334 1.586 1.109a23.073 23.073 0 0 0-7.308-44.958z" fill="#fff" fill-rule="evenodd" data-name="Path 207" transform="translate(-205.894 -1078.578)"></path>
</svg>
</a>
<a class="footer-section__media-section--link" target="_blank" href="https://jira.atlassian.com/">
<svg xmlns="http://www.w3.org/2000/svg" width="45" height="45" viewBox="0 0 45 45">
<g id="Group_210" data-name="Group 210" transform="translate(-339.789 -1315.282)">
<path id="Path_218" d="M394.82 1315.282h-21.671a9.784 9.784 0 0 0 9.784 9.778h3.986v3.857a9.784 9.784 0 0 0 9.784 9.771v-21.523a1.884 1.884 0 0 0-1.883-1.883z" fill="#fff" data-name="Path 218" transform="translate(-11.914)"></path>
<path id="Path_219" d="M378.14 1332.072h-21.671a9.778 9.778 0 0 0 9.778 9.778h4.018v3.857a9.784 9.784 0 0 0 9.752 9.778v-21.536a1.877 1.877 0 0 0-1.877-1.877z" fill="#fff" data-name="Path 219" transform="translate(-5.957 -5.996)"></path>
<path id="Path_220" d="M361.46 1348.862h-21.671a9.778 9.778 0 0 0 9.778 9.778h3.992v3.857a9.778 9.778 0 0 0 9.778 9.778v-21.529a1.883 1.883 0 0 0-1.877-1.884z" fill="#fff" data-name="Path 220" transform="translate(0 -11.993)"></path>
</g>
</svg>
</a>
<a class="footer-section__media-section--link" target="_blank" href="https://slack.com">
<svg xmlns="http://www.w3.org/2000/svg" width="45.073" height="45.073" viewBox="0 0 45.073 45.073">
<g id="Group_208" data-name="Group 208" transform="translate(-661.145 -806.287)">
<g id="Group_204" data-name="Group 204" transform="translate(661.145 830.01)">
<path id="Path_208" d="M670.634 856.859a4.744 4.744 0 1 1-4.744-4.744h4.744z" fill="#fff" data-name="Path 208" transform="translate(-661.145 -852.115)"></path>
<path id="Path_209" d="M684.059 856.859a4.744 4.744 0 0 1 9.489 0v11.861a4.744 4.744 0 1 1-9.489 0z" fill="#fff" data-name="Path 209" transform="translate(-672.198 -852.115)"></path>
</g>
<g id="Group_205" data-name="Group 205" transform="translate(661.145 806.287)">
<path id="Path_210" d="M688.8 815.776a4.744 4.744 0 1 1 4.744-4.745v4.745z" fill="#fff" data-name="Path 210" transform="translate(-672.198 -806.287)"></path>
<path id="Path_211" d="M677.751 829.2a4.744 4.744 0 0 1 0 9.489H665.89a4.744 4.744 0 1 1 0-9.489z" fill="#fff" data-name="Path 211" transform="translate(-661.145 -817.34)"></path>
</g>
<g id="Group_206" data-name="Group 206" transform="translate(684.868 806.287)">
<path id="Path_212" d="M729.887 833.945a4.744 4.744 0 1 1 4.745 4.745h-4.745z" fill="#fff" data-name="Path 212" transform="translate(-718.026 -817.34)"></path>
<path id="Path_213" d="M716.462 822.893a4.744 4.744 0 1 1-9.489 0v-11.862a4.744 4.744 0 0 1 9.489 0z" fill="#fff" data-name="Path 213" transform="translate(-706.973 -806.287)"></path>
</g>
<g id="Group_207" data-name="Group 207" transform="translate(684.868 830.01)">
<path id="Path_214" d="M711.718 875.029a4.744 4.744 0 1 1-4.745 4.744v-4.744z" fill="#fff" data-name="Path 214" transform="translate(-706.973 -863.168)"></path>
<path id="Path_215" d="M711.718 861.6a4.744 4.744 0 1 1 0-9.489h11.861a4.744 4.744 0 0 1 0 9.489z" fill="#fff" data-name="Path 215" transform="translate(-706.973 -852.115)"></path>
</g>
</g>
</svg>
</a>
<a class="footer-section__media-section--link" target="_blank" href="https://stackoverflow.com">
<svg xmlns="http://www.w3.org/2000/svg" width="37.647" height="44.6" viewBox="0 0 37.647 44.6">
<g id="Group_209" data-name="Group 209" transform="translate(-645.2 -975.455)">
<path id="Path_216" d="M677.028 1043.1v-11.948h3.966v15.914H645.2v-15.914h3.966v11.948z" fill="#fff" data-name="Path 216" transform="translate(0 -27.014)"></path>
<path id="Path_217" d="M661.012 1003.008l19.467 4.069.824-3.914-19.467-4.069zm2.575-9.27l18.025 8.395 1.648-3.605-18.025-8.446zm5-8.858l15.3 12.721 2.524-3.039-15.3-12.721zm9.888-9.425l-3.193 2.369 11.845 15.965 3.193-2.369zm-17.875 36.617h19.879v-3.966H660.6z" fill="#fff" data-name="Path 217" transform="translate(-7.469)"></path>
</g>
</svg>
</a>
<a class="footer-section__media-section--link" target="_blank" href="https://twitter.com">
<svg xmlns="http://www.w3.org/2000/svg" width="44.355" height="44.355" viewBox="0 0 44.355 44.355">
<g id="Group_211" data-name="Group 211" transform="translate(-503 -1382.2)">
<path id="Path_221" d="M541.811 1382.2h-33.267a5.546 5.546 0 0 0-5.544 5.544v33.266a5.547 5.547 0 0 0 5.544 5.545h33.267a5.546 5.546 0 0 0 5.544-5.545v-33.266a5.546 5.546 0 0 0-5.544-5.544zm-5.611 16.533c.011.244.011.488.011.732 0 7.507-5.722 16.178-16.179 16.178a16.173 16.173 0 0 1-8.7-2.539 10.92 10.92 0 0 0 1.353.078 11.4 11.4 0 0 0 7.064-2.44 5.685 5.685 0 0 1-5.311-3.947 5.725 5.725 0 0 0 2.561-.1 5.7 5.7 0 0 1-4.557-5.578v-.078a5.752 5.752 0 0 0 2.572.71 5.709 5.709 0 0 1-1.763-7.6 16.146 16.146 0 0 0 11.721 5.944 6.282 6.282 0 0 1-.144-1.3 5.688 5.688 0 0 1 9.836-3.892 11.3 11.3 0 0 0 3.615-1.375 5.721 5.721 0 0 1-2.506 3.149 11.538 11.538 0 0 0 3.271-.9 11.585 11.585 0 0 1-2.844 2.958z" fill="#fff" data-name="Path 221"></path>
</g>
</svg>
</a>
<a class="footer-section__media-section--link" target="_blank" href="https://youtube.com">
<svg xmlns="http://www.w3.org/2000/svg" width="49.594" height="34.941" viewBox="0 0 49.594 34.941">
<path id="Path_223" d="M1124.557 1230a6.232 6.232 0 0 0-4.385-4.413c-3.867-1.043-19.376-1.043-19.376-1.043s-15.508 0-19.376 1.043a6.232 6.232 0 0 0-4.385 4.413c-1.036 3.893-1.036 12.014-1.036 12.014s0 8.122 1.036 12.015a6.232 6.232 0 0 0 4.385 4.413c3.867 1.043 19.376 1.043 19.376 1.043s15.509 0 19.376-1.043a6.232 6.232 0 0 0 4.385-4.413c1.036-3.893 1.036-12.015 1.036-12.015s.001-8.123-1.036-12.014zm-28.833 19.388v-14.748l12.962 7.374z" fill="#fff" data-name="Path 223" transform="translate(-1076 -1224.542)"></path>
</svg>
</a>
</div>
<div class="footer-section__media-section--button-with-text">
<span class="footer-section__media-section--text">Want to be a part of Apache Airflow?</span>
<a href="/community">
<button id="" class="btn-filled bodytext__medium--white ">Join community</button>
</a>
</div>
</div>
<div class="footer-section footer-section__policies-section">
<div class="footer-section">
<span>© The Apache Software Foundation 2019</span>
<div class="footer-section__policies-section--policies">
<a href="https://www.apache.org/licenses/" class="footer-section__policies-section--policy-item">
<span>License</span>
</a>
<a href="https://www.apache.org/foundation/sponsorship.html" class="footer-section__policies-section--policy-item">
<span>Donate</span>
</a>
<a href="https://www.apache.org/foundation/thanks.html" class="footer-section__policies-section--policy-item">
<span>Thanks</span>
</a>
<a href="https://www.apache.org/security/" class="footer-section__policies-section--policy-item">
<span>Security</span>
</a>
<a href="/docs" class="footer-section__policies-section--policy-item">
<span>Season of Docs</span>
</a>
<a href="/" class="footer-section__policies-section--policy-item">
<span>Privacy policy &amp; terms</span>
</a>
<a href="/" class="footer-section__policies-section--policy-item">
<span>Cookies</span>
</a>
<div class="footer-section__policies-section--language-toggle">
<a class="dropdown-toggle" href="#" id="navbarDropdown" role="button" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">
<span>English</span>
</a>
<div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
<a class="dropdown-item" href="/no/">Norsk</a>
</div>
</div>
</div>
</div>
<span class="footer-section__policies-section--disclaimer">
Apache Airflow, Apache, Airflow, the Airflow logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation.
All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.
</span>
</div>
</footer>
<script type="text/javascript" src="../../../../_static/_gen/js/docs.js"></script>
<script type="text/javascript" id="documentation_options" data-url_root="../../../../" src="../../../../_static/documentation_options.js"></script>
<script src="https://code.jquery.com/jquery-3.4.1.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.14.3/umd/popper.min.js" integrity="sha384-ZMP7rVo3mIykV+2+9J3UJ46jBk0WLaUAdn689aCwoqbBJiSnjAK/l8WvCWPIPm49" crossorigin="anonymous"></script>
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.1.3/js/bootstrap.min.js" integrity="sha384-ChfqqxuZUCnJSK3+MXmPNIyE6ZbWh2IMqE241rYiqJxyMiZ6OW/JmZQ5stwEULTy" crossorigin="anonymous"></script>
<script type="text/javascript" src="../../../../_static/jquery.js"></script>
<script type="text/javascript" src="../../../../_static/underscore.js"></script>
<script type="text/javascript" src="../../../../_static/doctools.js"></script>
<script type="text/javascript" src="../../../../_static/language_data.js"></script>
<script type="text/javascript" src="../../../../_static/jira-links.js"></script>
</body>
</html>