blob: afe46494c2c71efe79e7f9d736d0380ab9310649 [file] [log] [blame]
<!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.sensors.external_task &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/copybutton.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="shortcut icon" href="../../../_static/pin_32.png"/>
<link rel="index" title="Index" href="../../../genindex.html" />
<link rel="search" title="Search" href="../../../search.html" />
<script type="application/javascript">
var doNotTrack = false;
window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)};ga.l=+new Date;
ga('create', 'UA-140539454-1', 'auto');
ga('send', 'pageview');
</script>
<script async src='https://www.google-analytics.com/analytics.js'></script>
</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="/announcements/">
Announcements
</a>
<a class="navbar__text-link" href="/blog/">
Blog
</a>
<a class="navbar__text-link" href="/ecosystem/">
Ecosystem
</a>
</div>
</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="/use-cases/">
Use-cases
</a>
<a class="navbar__text-link" href="/announcements/">
Announcements
</a>
<a class="navbar__text-link" href="/blog/">
Blog
</a>
<a class="navbar__text-link" href="/ecosystem/">
Ecosystem
</a>
</div>
</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">2.1.4</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">
<p class="caption"><span class="caption-text">Content</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../../../index.html">Home</a></li>
<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/index.html">Quick Start</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../installation/index.html">Installation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../upgrading-from-1-10/index.html">Upgrading from 1.10 to 2</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="../../../tutorial_taskflow_api.html">Tutorial on the Taskflow API</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/index.html">Concepts</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="../../../dag-run.html">DAG Runs</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/index.html">Security</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../logging-monitoring/index.html">Logging &amp; Monitoring</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="../../../usage-cli.html">Using the CLI</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="../../../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="../../../modules_management.html">Modules Management</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../release-process.html">Release Policies</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="../../../production-deployment.html">Production Deployment</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="../../../privacy_notice.html">Privacy Notice</a></li>
</ul>
<p class="caption"><span class="caption-text">References</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../../../operators-and-hooks-ref.html">Operators and hooks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../cli-and-env-variables-ref.html">CLI</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../macros-ref.html">Macros</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../python-api-ref.html">Python API</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../stable-rest-api-ref.html">Stable REST API</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../deprecated-rest-api-ref.html">Deprecated REST API</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../configurations-ref.html">Configurations</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../extra-packages-ref.html">Extra packages</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../migrations-ref.html">Database Migrations</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">2.1.4</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">
<p class="caption"><span class="caption-text">Content</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../../../index.html">Home</a></li>
<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/index.html">Quick Start</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../installation/index.html">Installation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../upgrading-from-1-10/index.html">Upgrading from 1.10 to 2</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="../../../tutorial_taskflow_api.html">Tutorial on the Taskflow API</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/index.html">Concepts</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="../../../dag-run.html">DAG Runs</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/index.html">Security</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../logging-monitoring/index.html">Logging &amp; Monitoring</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="../../../usage-cli.html">Using the CLI</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="../../../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="../../../modules_management.html">Modules Management</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../release-process.html">Release Policies</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="../../../production-deployment.html">Production Deployment</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="../../../privacy_notice.html">Privacy Notice</a></li>
</ul>
<p class="caption"><span class="caption-text">References</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../../../operators-and-hooks-ref.html">Operators and hooks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../cli-and-env-variables-ref.html">CLI</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../macros-ref.html">Macros</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../python-api-ref.html">Python API</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../stable-rest-api-ref.html">Stable REST API</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../deprecated-rest-api-ref.html">Deprecated REST API</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../configurations-ref.html">Configurations</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../extra-packages-ref.html">Extra packages</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../migrations-ref.html">Database Migrations</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">Module code</a></li>
<li class="breadcrumb-item"><a href="external_task.html"> airflow.sensors.external_task</a></li>
</ul>
</div>
<div class="rst-content">
<div class="document">
<div class="documentwrapper">
<div class="bodywrapper">
<div class="body" role="main">
<h1>Source code for airflow.sensors.external_task</h1><div class="highlight"><pre>
<span></span><span class="c1">#</span>
<span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
<span class="c1"># or more contributor license agreements. See the NOTICE file</span>
<span class="c1"># distributed with this work for additional information</span>
<span class="c1"># regarding copyright ownership. The ASF licenses this file</span>
<span class="c1"># to you under the Apache License, Version 2.0 (the</span>
<span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
<span class="c1"># with the License. You may obtain a copy of the License at</span>
<span class="c1">#</span>
<span class="c1"># http://www.apache.org/licenses/LICENSE-2.0</span>
<span class="c1">#</span>
<span class="c1"># Unless required by applicable law or agreed to in writing,</span>
<span class="c1"># software distributed under the License is distributed on an</span>
<span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
<span class="c1"># KIND, either express or implied. See the License for the</span>
<span class="c1"># specific language governing permissions and limitations</span>
<span class="c1"># under the License.</span>
<span class="kn">import</span> <span class="nn">datetime</span>
<span class="kn">import</span> <span class="nn">os</span>
<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">FrozenSet</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Union</span>
<span class="kn">from</span> <span class="nn">sqlalchemy</span> <span class="kn">import</span> <span class="n">func</span>
<span class="kn">from</span> <span class="nn">airflow.exceptions</span> <span class="kn">import</span> <span class="n">AirflowException</span>
<span class="kn">from</span> <span class="nn">airflow.models</span> <span class="kn">import</span> <span class="n">BaseOperatorLink</span><span class="p">,</span> <span class="n">DagBag</span><span class="p">,</span> <span class="n">DagModel</span><span class="p">,</span> <span class="n">DagRun</span><span class="p">,</span> <span class="n">TaskInstance</span>
<span class="kn">from</span> <span class="nn">airflow.operators.dummy</span> <span class="kn">import</span> <span class="n">DummyOperator</span>
<span class="kn">from</span> <span class="nn">airflow.sensors.base</span> <span class="kn">import</span> <span class="n">BaseSensorOperator</span>
<span class="kn">from</span> <span class="nn">airflow.utils.helpers</span> <span class="kn">import</span> <span class="n">build_airflow_url_with_query</span>
<span class="kn">from</span> <span class="nn">airflow.utils.session</span> <span class="kn">import</span> <span class="n">provide_session</span>
<span class="kn">from</span> <span class="nn">airflow.utils.state</span> <span class="kn">import</span> <span class="n">State</span>
<div class="viewcode-block" id="ExternalTaskSensorLink"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskSensorLink">[docs]</a><span class="k">class</span> <span class="nc">ExternalTaskSensorLink</span><span class="p">(</span><span class="n">BaseOperatorLink</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Operator link for ExternalTaskSensor. It allows users to access</span>
<span class="sd"> DAG waited with ExternalTaskSensor.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<div class="viewcode-block" id="ExternalTaskSensorLink.name"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskSensorLink.name">[docs]</a> <span class="n">name</span> <span class="o">=</span> <span class="s1">&#39;External DAG&#39;</span></div>
<div class="viewcode-block" id="ExternalTaskSensorLink.get_link"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskSensorLink.get_link">[docs]</a> <span class="k">def</span> <span class="nf">get_link</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">operator</span><span class="p">,</span> <span class="n">dttm</span><span class="p">):</span>
<span class="n">query</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;dag_id&quot;</span><span class="p">:</span> <span class="n">operator</span><span class="o">.</span><span class="n">external_dag_id</span><span class="p">,</span> <span class="s2">&quot;execution_date&quot;</span><span class="p">:</span> <span class="n">dttm</span><span class="o">.</span><span class="n">isoformat</span><span class="p">()}</span>
<span class="k">return</span> <span class="n">build_airflow_url_with_query</span><span class="p">(</span><span class="n">query</span><span class="p">)</span></div></div>
<div class="viewcode-block" id="ExternalTaskSensor"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskSensor">[docs]</a><span class="k">class</span> <span class="nc">ExternalTaskSensor</span><span class="p">(</span><span class="n">BaseSensorOperator</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Waits for a different DAG or a task in a different DAG to complete for a</span>
<span class="sd"> specific execution_date</span>
<span class="sd"> :param external_dag_id: The dag_id that contains the task you want to</span>
<span class="sd"> wait for</span>
<span class="sd"> :type external_dag_id: str</span>
<span class="sd"> :param external_task_id: The task_id that contains the task you want to</span>
<span class="sd"> wait for. If ``None`` (default value) the sensor waits for the DAG</span>
<span class="sd"> :type external_task_id: str or None</span>
<span class="sd"> :param allowed_states: Iterable of allowed states, default is ``[&#39;success&#39;]``</span>
<span class="sd"> :type allowed_states: Iterable</span>
<span class="sd"> :param failed_states: Iterable of failed or dis-allowed states, default is ``None``</span>
<span class="sd"> :type failed_states: Iterable</span>
<span class="sd"> :param execution_delta: time difference with the previous execution to</span>
<span class="sd"> look at, the default is the same execution_date as the current task or DAG.</span>
<span class="sd"> For yesterday, use [positive!] datetime.timedelta(days=1). Either</span>
<span class="sd"> execution_delta or execution_date_fn can be passed to</span>
<span class="sd"> ExternalTaskSensor, but not both.</span>
<span class="sd"> :type execution_delta: Optional[datetime.timedelta]</span>
<span class="sd"> :param execution_date_fn: function that receives the current execution date as the first</span>
<span class="sd"> positional argument and optionally any number of keyword arguments available in the</span>
<span class="sd"> context dictionary, and returns the desired execution dates to query.</span>
<span class="sd"> Either execution_delta or execution_date_fn can be passed to ExternalTaskSensor,</span>
<span class="sd"> but not both.</span>
<span class="sd"> :type execution_date_fn: Optional[Callable]</span>
<span class="sd"> :param check_existence: Set to `True` to check if the external task exists (when</span>
<span class="sd"> external_task_id is not None) or check if the DAG to wait for exists (when</span>
<span class="sd"> external_task_id is None), and immediately cease waiting if the external task</span>
<span class="sd"> or DAG does not exist (default value: False).</span>
<span class="sd"> :type check_existence: bool</span>
<span class="sd"> &quot;&quot;&quot;</span>
<div class="viewcode-block" id="ExternalTaskSensor.template_fields"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskSensor.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;external_dag_id&#39;</span><span class="p">,</span> <span class="s1">&#39;external_task_id&#39;</span><span class="p">]</span></div>
<div class="viewcode-block" id="ExternalTaskSensor.ui_color"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskSensor.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#19647e&#39;</span></div>
<span class="nd">@property</span>
<div class="viewcode-block" id="ExternalTaskSensor.operator_extra_links"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskSensor.operator_extra_links">[docs]</a> <span class="k">def</span> <span class="nf">operator_extra_links</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Return operator extra links&quot;&quot;&quot;</span>
<span class="k">return</span> <span class="p">[</span><span class="n">ExternalTaskSensorLink</span><span class="p">()]</span></div>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="o">*</span><span class="p">,</span>
<span class="n">external_dag_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="n">external_task_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">allowed_states</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">failed_states</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">execution_delta</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">datetime</span><span class="o">.</span><span class="n">timedelta</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">execution_date_fn</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Callable</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">check_existence</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">):</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">allowed_states</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">allowed_states</span><span class="p">)</span> <span class="k">if</span> <span class="n">allowed_states</span> <span class="k">else</span> <span class="p">[</span><span class="n">State</span><span class="o">.</span><span class="n">SUCCESS</span><span class="p">]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">failed_states</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">failed_states</span><span class="p">)</span> <span class="k">if</span> <span class="n">failed_states</span> <span class="k">else</span> <span class="p">[]</span>
<span class="n">total_states</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">allowed_states</span> <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">failed_states</span>
<span class="n">total_states</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">total_states</span><span class="p">)</span>
<span class="k">if</span> <span class="nb">set</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">failed_states</span><span class="p">)</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">allowed_states</span><span class="p">)):</span>
<span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span>
<span class="s2">&quot;Duplicate values provided as allowed &quot;</span>
<span class="s2">&quot;`</span><span class="si">{}</span><span class="s2">` and failed states `</span><span class="si">{}</span><span class="s2">`&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">allowed_states</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">failed_states</span><span class="p">)</span>
<span class="p">)</span>
<span class="k">if</span> <span class="n">external_task_id</span><span class="p">:</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">total_states</span> <span class="o">&lt;=</span> <span class="nb">set</span><span class="p">(</span><span class="n">State</span><span class="o">.</span><span class="n">task_states</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
<span class="sa">f</span><span class="s1">&#39;Valid values for `allowed_states` and `failed_states` &#39;</span>
<span class="sa">f</span><span class="s1">&#39;when `external_task_id` is not `None`: </span><span class="si">{</span><span class="n">State</span><span class="o">.</span><span class="n">task_states</span><span class="si">}</span><span class="s1">&#39;</span>
<span class="p">)</span>
<span class="k">elif</span> <span class="ow">not</span> <span class="n">total_states</span> <span class="o">&lt;=</span> <span class="nb">set</span><span class="p">(</span><span class="n">State</span><span class="o">.</span><span class="n">dag_states</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
<span class="sa">f</span><span class="s1">&#39;Valid values for `allowed_states` and `failed_states` &#39;</span>
<span class="sa">f</span><span class="s1">&#39;when `external_task_id` is `None`: </span><span class="si">{</span><span class="n">State</span><span class="o">.</span><span class="n">dag_states</span><span class="si">}</span><span class="s1">&#39;</span>
<span class="p">)</span>
<span class="k">if</span> <span class="n">execution_delta</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">execution_date_fn</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
<span class="s1">&#39;Only one of `execution_delta` or `execution_date_fn` may &#39;</span>
<span class="s1">&#39;be provided to ExternalTaskSensor; not both.&#39;</span>
<span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">execution_delta</span> <span class="o">=</span> <span class="n">execution_delta</span>
<span class="bp">self</span><span class="o">.</span><span class="n">execution_date_fn</span> <span class="o">=</span> <span class="n">execution_date_fn</span>
<span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span> <span class="o">=</span> <span class="n">external_dag_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">external_task_id</span> <span class="o">=</span> <span class="n">external_task_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">check_existence</span> <span class="o">=</span> <span class="n">check_existence</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_has_checked_existence</span> <span class="o">=</span> <span class="kc">False</span>
<span class="nd">@provide_session</span>
<div class="viewcode-block" id="ExternalTaskSensor.poke"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskSensor.poke">[docs]</a> <span class="k">def</span> <span class="nf">poke</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">,</span> <span class="n">session</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">execution_delta</span><span class="p">:</span>
<span class="n">dttm</span> <span class="o">=</span> <span class="n">context</span><span class="p">[</span><span class="s1">&#39;execution_date&#39;</span><span class="p">]</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">execution_delta</span>
<span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">execution_date_fn</span><span class="p">:</span>
<span class="n">dttm</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_handle_execution_date_fn</span><span class="p">(</span><span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
<span class="n">dttm</span> <span class="o">=</span> <span class="n">context</span><span class="p">[</span><span class="s1">&#39;execution_date&#39;</span><span class="p">]</span>
<span class="n">dttm_filter</span> <span class="o">=</span> <span class="n">dttm</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">dttm</span><span class="p">,</span> <span class="nb">list</span><span class="p">)</span> <span class="k">else</span> <span class="p">[</span><span class="n">dttm</span><span class="p">]</span>
<span class="n">serialized_dttm_filter</span> <span class="o">=</span> <span class="s1">&#39;,&#39;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">dt</span><span class="o">.</span><span class="n">isoformat</span><span class="p">()</span> <span class="k">for</span> <span class="n">dt</span> <span class="ow">in</span> <span class="n">dttm_filter</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span>
<span class="s1">&#39;Poking for </span><span class="si">%s</span><span class="s1">.</span><span class="si">%s</span><span class="s1"> on </span><span class="si">%s</span><span class="s1"> ... &#39;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_task_id</span><span class="p">,</span> <span class="n">serialized_dttm_filter</span>
<span class="p">)</span>
<span class="c1"># In poke mode this will check dag existence only once</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">check_existence</span> <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_has_checked_existence</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_check_for_existence</span><span class="p">(</span><span class="n">session</span><span class="o">=</span><span class="n">session</span><span class="p">)</span>
<span class="n">count_allowed</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_count</span><span class="p">(</span><span class="n">dttm_filter</span><span class="p">,</span> <span class="n">session</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">allowed_states</span><span class="p">)</span>
<span class="n">count_failed</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">failed_states</span><span class="p">:</span>
<span class="n">count_failed</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_count</span><span class="p">(</span><span class="n">dttm_filter</span><span class="p">,</span> <span class="n">session</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">failed_states</span><span class="p">)</span>
<span class="k">if</span> <span class="n">count_failed</span> <span class="o">==</span> <span class="nb">len</span><span class="p">(</span><span class="n">dttm_filter</span><span class="p">):</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_task_id</span><span class="p">:</span>
<span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span>
<span class="sa">f</span><span class="s1">&#39;The external task </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">external_task_id</span><span class="si">}</span><span class="s1"> in DAG </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span><span class="si">}</span><span class="s1"> failed.&#39;</span>
<span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;The external DAG </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span><span class="si">}</span><span class="s1"> failed.&#39;</span><span class="p">)</span>
<span class="k">return</span> <span class="n">count_allowed</span> <span class="o">==</span> <span class="nb">len</span><span class="p">(</span><span class="n">dttm_filter</span><span class="p">)</span></div>
<div class="viewcode-block" id="ExternalTaskSensor._check_for_existence"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskSensor._check_for_existence">[docs]</a> <span class="k">def</span> <span class="nf">_check_for_existence</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">session</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">dag_to_wait</span> <span class="o">=</span> <span class="n">session</span><span class="o">.</span><span class="n">query</span><span class="p">(</span><span class="n">DagModel</span><span class="p">)</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="n">DagModel</span><span class="o">.</span><span class="n">dag_id</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span><span class="p">)</span><span class="o">.</span><span class="n">first</span><span class="p">()</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">dag_to_wait</span><span class="p">:</span>
<span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;The external DAG </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span><span class="si">}</span><span class="s1"> does not exist.&#39;</span><span class="p">)</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="n">dag_to_wait</span><span class="o">.</span><span class="n">fileloc</span><span class="p">):</span>
<span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;The external DAG </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span><span class="si">}</span><span class="s1"> was deleted.&#39;</span><span class="p">)</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_task_id</span><span class="p">:</span>
<span class="n">refreshed_dag_info</span> <span class="o">=</span> <span class="n">DagBag</span><span class="p">(</span><span class="n">dag_to_wait</span><span class="o">.</span><span class="n">fileloc</span><span class="p">)</span><span class="o">.</span><span class="n">get_dag</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span><span class="p">)</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">refreshed_dag_info</span><span class="o">.</span><span class="n">has_task</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">external_task_id</span><span class="p">):</span>
<span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span>
<span class="sa">f</span><span class="s1">&#39;The external task </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">external_task_id</span><span class="si">}</span><span class="s1"> in &#39;</span>
<span class="sa">f</span><span class="s1">&#39;DAG </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span><span class="si">}</span><span class="s1"> does not exist.&#39;</span>
<span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_has_checked_existence</span> <span class="o">=</span> <span class="kc">True</span></div>
<div class="viewcode-block" id="ExternalTaskSensor.get_count"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskSensor.get_count">[docs]</a> <span class="k">def</span> <span class="nf">get_count</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dttm_filter</span><span class="p">,</span> <span class="n">session</span><span class="p">,</span> <span class="n">states</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Get the count of records against dttm filter and states</span>
<span class="sd"> :param dttm_filter: date time filter for execution date</span>
<span class="sd"> :type dttm_filter: list</span>
<span class="sd"> :param session: airflow session object</span>
<span class="sd"> :type session: SASession</span>
<span class="sd"> :param states: task or dag states</span>
<span class="sd"> :type states: list</span>
<span class="sd"> :return: count of record against the filters</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">TI</span> <span class="o">=</span> <span class="n">TaskInstance</span>
<span class="n">DR</span> <span class="o">=</span> <span class="n">DagRun</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_task_id</span><span class="p">:</span>
<span class="n">count</span> <span class="o">=</span> <span class="p">(</span>
<span class="n">session</span><span class="o">.</span><span class="n">query</span><span class="p">(</span><span class="n">func</span><span class="o">.</span><span class="n">count</span><span class="p">())</span> <span class="c1"># .count() is inefficient</span>
<span class="o">.</span><span class="n">filter</span><span class="p">(</span>
<span class="n">TI</span><span class="o">.</span><span class="n">dag_id</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span><span class="p">,</span>
<span class="n">TI</span><span class="o">.</span><span class="n">task_id</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_task_id</span><span class="p">,</span>
<span class="n">TI</span><span class="o">.</span><span class="n">state</span><span class="o">.</span><span class="n">in_</span><span class="p">(</span><span class="n">states</span><span class="p">),</span>
<span class="n">TI</span><span class="o">.</span><span class="n">execution_date</span><span class="o">.</span><span class="n">in_</span><span class="p">(</span><span class="n">dttm_filter</span><span class="p">),</span>
<span class="p">)</span>
<span class="o">.</span><span class="n">scalar</span><span class="p">()</span>
<span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
<span class="n">count</span> <span class="o">=</span> <span class="p">(</span>
<span class="n">session</span><span class="o">.</span><span class="n">query</span><span class="p">(</span><span class="n">func</span><span class="o">.</span><span class="n">count</span><span class="p">())</span>
<span class="o">.</span><span class="n">filter</span><span class="p">(</span>
<span class="n">DR</span><span class="o">.</span><span class="n">dag_id</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span><span class="p">,</span>
<span class="n">DR</span><span class="o">.</span><span class="n">state</span><span class="o">.</span><span class="n">in_</span><span class="p">(</span><span class="n">states</span><span class="p">),</span>
<span class="n">DR</span><span class="o">.</span><span class="n">execution_date</span><span class="o">.</span><span class="n">in_</span><span class="p">(</span><span class="n">dttm_filter</span><span class="p">),</span>
<span class="p">)</span>
<span class="o">.</span><span class="n">scalar</span><span class="p">()</span>
<span class="p">)</span>
<span class="k">return</span> <span class="n">count</span></div>
<div class="viewcode-block" id="ExternalTaskSensor._handle_execution_date_fn"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskSensor._handle_execution_date_fn">[docs]</a> <span class="k">def</span> <span class="nf">_handle_execution_date_fn</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Any</span><span class="p">:</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> This function is to handle backwards compatibility with how this operator was</span>
<span class="sd"> previously where it only passes the execution date, but also allow for the newer</span>
<span class="sd"> implementation to pass all context variables as keyword arguments, to allow</span>
<span class="sd"> for more sophisticated returns of dates to return.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="kn">from</span> <span class="nn">airflow.utils.operator_helpers</span> <span class="kn">import</span> <span class="n">make_kwargs_callable</span>
<span class="c1"># Remove &quot;execution_date&quot; because it is already a mandatory positional argument</span>
<span class="n">execution_date</span> <span class="o">=</span> <span class="n">context</span><span class="p">[</span><span class="s2">&quot;execution_date&quot;</span><span class="p">]</span>
<span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="n">v</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">context</span><span class="o">.</span><span class="n">items</span><span class="p">()</span> <span class="k">if</span> <span class="n">k</span> <span class="o">!=</span> <span class="s2">&quot;execution_date&quot;</span><span class="p">}</span>
<span class="c1"># Add &quot;context&quot; in the kwargs for backward compatibility (because context used to be</span>
<span class="c1"># an acceptable argument of execution_date_fn)</span>
<span class="n">kwargs</span><span class="p">[</span><span class="s2">&quot;context&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">context</span>
<span class="n">kwargs_callable</span> <span class="o">=</span> <span class="n">make_kwargs_callable</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">execution_date_fn</span><span class="p">)</span>
<span class="k">return</span> <span class="n">kwargs_callable</span><span class="p">(</span><span class="n">execution_date</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span></div></div>
<div class="viewcode-block" id="ExternalTaskMarker"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskMarker">[docs]</a><span class="k">class</span> <span class="nc">ExternalTaskMarker</span><span class="p">(</span><span class="n">DummyOperator</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Use this operator to indicate that a task on a different DAG depends on this task.</span>
<span class="sd"> When this task is cleared with &quot;Recursive&quot; selected, Airflow will clear the task on</span>
<span class="sd"> the other DAG and its downstream tasks recursively. Transitive dependencies are followed</span>
<span class="sd"> until the recursion_depth is reached.</span>
<span class="sd"> :param external_dag_id: The dag_id that contains the dependent task that needs to be cleared.</span>
<span class="sd"> :type external_dag_id: str</span>
<span class="sd"> :param external_task_id: The task_id of the dependent task that needs to be cleared.</span>
<span class="sd"> :type external_task_id: str</span>
<span class="sd"> :param execution_date: The execution_date of the dependent task that needs to be cleared.</span>
<span class="sd"> :type execution_date: str or datetime.datetime</span>
<span class="sd"> :param recursion_depth: The maximum level of transitive dependencies allowed. Default is 10.</span>
<span class="sd"> This is mostly used for preventing cyclic dependencies. It is fine to increase</span>
<span class="sd"> this number if necessary. However, too many levels of transitive dependencies will make</span>
<span class="sd"> it slower to clear tasks in the web UI.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<div class="viewcode-block" id="ExternalTaskMarker.template_fields"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskMarker.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;external_dag_id&#39;</span><span class="p">,</span> <span class="s1">&#39;external_task_id&#39;</span><span class="p">,</span> <span class="s1">&#39;execution_date&#39;</span><span class="p">]</span></div>
<div class="viewcode-block" id="ExternalTaskMarker.ui_color"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskMarker.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">&#39;#19647e&#39;</span></div>
<span class="c1"># The _serialized_fields are lazily loaded when get_serialized_fields() method is called</span>
<div class="viewcode-block" id="ExternalTaskMarker.__serialized_fields"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskMarker.__serialized_fields">[docs]</a> <span class="n">__serialized_fields</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">FrozenSet</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span></div>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="o">*</span><span class="p">,</span>
<span class="n">external_dag_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="n">external_task_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="n">execution_date</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">]]</span> <span class="o">=</span> <span class="s2">&quot;{{ execution_date.isoformat() }}&quot;</span><span class="p">,</span>
<span class="n">recursion_depth</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">10</span><span class="p">,</span>
<span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
<span class="p">):</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">external_dag_id</span> <span class="o">=</span> <span class="n">external_dag_id</span>
<span class="bp">self</span><span class="o">.</span><span class="n">external_task_id</span> <span class="o">=</span> <span class="n">external_task_id</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">execution_date</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">execution_date</span> <span class="o">=</span> <span class="n">execution_date</span><span class="o">.</span><span class="n">isoformat</span><span class="p">()</span>
<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">execution_date</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">execution_date</span> <span class="o">=</span> <span class="n">execution_date</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span>
<span class="sa">f</span><span class="s1">&#39;Expected str or datetime.datetime type for execution_date. Got </span><span class="si">{</span><span class="nb">type</span><span class="p">(</span><span class="n">execution_date</span><span class="p">)</span><span class="si">}</span><span class="s1">&#39;</span>
<span class="p">)</span>
<span class="k">if</span> <span class="n">recursion_depth</span> <span class="o">&lt;=</span> <span class="mi">0</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;recursion_depth should be a positive integer&quot;</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">recursion_depth</span> <span class="o">=</span> <span class="n">recursion_depth</span>
<span class="nd">@classmethod</span>
<div class="viewcode-block" id="ExternalTaskMarker.get_serialized_fields"><a class="viewcode-back" href="../../../_api/airflow/sensors/external_task/index.html#airflow.sensors.external_task.ExternalTaskMarker.get_serialized_fields">[docs]</a> <span class="k">def</span> <span class="nf">get_serialized_fields</span><span class="p">(</span><span class="bp">cls</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Serialized ExternalTaskMarker contain exactly these fields + templated_fields .&quot;&quot;&quot;</span>
<span class="k">if</span> <span class="ow">not</span> <span class="bp">cls</span><span class="o">.</span><span class="n">__serialized_fields</span><span class="p">:</span>
<span class="bp">cls</span><span class="o">.</span><span class="n">__serialized_fields</span> <span class="o">=</span> <span class="nb">frozenset</span><span class="p">(</span><span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">get_serialized_fields</span><span class="p">()</span> <span class="o">|</span> <span class="p">{</span><span class="s2">&quot;recursion_depth&quot;</span><span class="p">})</span>
<span class="k">return</span> <span class="bp">cls</span><span class="o">.</span><span class="n">__serialized_fields</span></div></div>
</pre></div>
<div class="pager" role="navigation" aria-label="related navigation"><button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" disabled>Previous</button><button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" disabled>Next</button>
</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">
</div>
</nav>
</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/apache/airflow">
<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://github.com/apache/airflow/issues">
<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://s.apache.org/airflow-slack">
<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/questions/tagged/airflow">
<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/ApacheAirflow">
<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://www.youtube.com/channel/UCSXwxpWZQ7XZ1WL3wqevChA">
<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 <script>document.write(new Date().getFullYear())</script></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>
</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 src="../../../_static/jquery.js"></script>
<script src="../../../_static/underscore.js"></script>
<script src="../../../_static/doctools.js"></script>
<script src="../../../_static/clipboard.min.js"></script>
<script src="../../../_static/copybutton.js"></script>
<script src="../../../_static/jira-links.js"></script>
</body>
</html>