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GitHub - celery/celery: Distributed Task Queue (development branch)
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flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Product <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 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0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"security","context":"product","tag":"link","label":"security_link_product_navbar"}" href="https://github.com/features/security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-shield-check color-fg-subtle mr-3"> <path d="M16.53 9.78a.75.75 0 0 0-1.06-1.06L11 13.19l-1.97-1.97a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l5-5Z"></path><path d="m12.54.637 8.25 2.675A1.75 1.75 0 0 1 22 4.976V10c0 6.19-3.771 10.704-9.401 12.83a1.704 1.704 0 0 1-1.198 0C5.77 20.705 2 16.19 2 10V4.976c0-.758.489-1.43 1.21-1.664L11.46.637a1.748 1.748 0 0 1 1.08 0Zm-.617 1.426-8.25 2.676a.249.249 0 0 0-.173.237V10c0 5.46 3.28 9.483 8.43 11.426a.199.199 0 0 0 .14 0C17.22 19.483 20.5 15.461 20.5 10V4.976a.25.25 0 0 0-.173-.237l-8.25-2.676a.253.253 0 0 0-.154 0Z"></path> </svg> <div> <div class="color-fg-default h4">Security</div> Find and fix vulnerabilities </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"actions","context":"product","tag":"link","label":"actions_link_product_navbar"}" href="https://github.com/features/actions"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-workflow color-fg-subtle mr-3"> <path d="M1 3a2 2 0 0 1 2-2h6.5a2 2 0 0 1 2 2v6.5a2 2 0 0 1-2 2H7v4.063C7 16.355 7.644 17 8.438 17H12.5v-2.5a2 2 0 0 1 2-2H21a2 2 0 0 1 2 2V21a2 2 0 0 1-2 2h-6.5a2 2 0 0 1-2-2v-2.5H8.437A2.939 2.939 0 0 1 5.5 15.562V11.5H3a2 2 0 0 1-2-2Zm2-.5a.5.5 0 0 0-.5.5v6.5a.5.5 0 0 0 .5.5h6.5a.5.5 0 0 0 .5-.5V3a.5.5 0 0 0-.5-.5ZM14.5 14a.5.5 0 0 0-.5.5V21a.5.5 0 0 0 .5.5H21a.5.5 0 0 0 .5-.5v-6.5a.5.5 0 0 0-.5-.5Z"></path> </svg> <div> <div class="color-fg-default h4">Actions</div> Automate any workflow </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"codespaces","context":"product","tag":"link","label":"codespaces_link_product_navbar"}" href="https://github.com/features/codespaces"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-codespaces color-fg-subtle mr-3"> <path d="M3.5 3.75C3.5 2.784 4.284 2 5.25 2h13.5c.966 0 1.75.784 1.75 1.75v7.5A1.75 1.75 0 0 1 18.75 13H5.25a1.75 1.75 0 0 1-1.75-1.75Zm-2 12c0-.966.784-1.75 1.75-1.75h17.5c.966 0 1.75.784 1.75 1.75v4a1.75 1.75 0 0 1-1.75 1.75H3.25a1.75 1.75 0 0 1-1.75-1.75ZM5.25 3.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h13.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Zm-2 12a.25.25 0 0 0-.25.25v4c0 .138.112.25.25.25h17.5a.25.25 0 0 0 .25-.25v-4a.25.25 0 0 0-.25-.25Z"></path><path d="M10 17.75a.75.75 0 0 1 .75-.75h6.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1-.75-.75Zm-4 0a.75.75 0 0 1 .75-.75h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1-.75-.75Z"></path> </svg> <div> <div class="color-fg-default h4">Codespaces</div> Instant dev environments </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"issues","context":"product","tag":"link","label":"issues_link_product_navbar"}" href="https://github.com/features/issues"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-issue-opened color-fg-subtle mr-3"> <path d="M12 1c6.075 0 11 4.925 11 11s-4.925 11-11 11S1 18.075 1 12 5.925 1 12 1ZM2.5 12a9.5 9.5 0 0 0 9.5 9.5 9.5 9.5 0 0 0 9.5-9.5A9.5 9.5 0 0 0 12 2.5 9.5 9.5 0 0 0 2.5 12Zm9.5 2a2 2 0 1 1-.001-3.999A2 2 0 0 1 12 14Z"></path> </svg> <div> <div class="color-fg-default h4">Issues</div> Plan and track work </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"code_review","context":"product","tag":"link","label":"code_review_link_product_navbar"}" href="https://github.com/features/code-review"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-code-review color-fg-subtle mr-3"> <path d="M10.3 6.74a.75.75 0 0 1-.04 1.06l-2.908 2.7 2.908 2.7a.75.75 0 1 1-1.02 1.1l-3.5-3.25a.75.75 0 0 1 0-1.1l3.5-3.25a.75.75 0 0 1 1.06.04Zm3.44 1.06a.75.75 0 1 1 1.02-1.1l3.5 3.25a.75.75 0 0 1 0 1.1l-3.5 3.25a.75.75 0 1 1-1.02-1.1l2.908-2.7-2.908-2.7Z"></path><path d="M1.5 4.25c0-.966.784-1.75 1.75-1.75h17.5c.966 0 1.75.784 1.75 1.75v12.5a1.75 1.75 0 0 1-1.75 1.75h-9.69l-3.573 3.573A1.458 1.458 0 0 1 5 21.043V18.5H3.25a1.75 1.75 0 0 1-1.75-1.75ZM3.25 4a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h2.5a.75.75 0 0 1 .75.75v3.19l3.72-3.72a.749.749 0 0 1 .53-.22h10a.25.25 0 0 0 .25-.25V4.25a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div class="color-fg-default h4">Code Review</div> Manage code changes </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block 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20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 .53.22l2.72 2.72v-2.19a.75.75 0 0 1 .75-.75h2a.25.25 0 0 0 .25-.25v-9.5Z"></path> </svg> <div> <div class="color-fg-default h4">Discussions</div> Collaborate outside of code </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"code_search","context":"product","tag":"link","label":"code_search_link_product_navbar"}" href="https://github.com/features/code-search"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-code-square color-fg-subtle mr-3"> <path d="M10.3 8.24a.75.75 0 0 1-.04 1.06L7.352 12l2.908 2.7a.75.75 0 1 1-1.02 1.1l-3.5-3.25a.75.75 0 0 1 0-1.1l3.5-3.25a.75.75 0 0 1 1.06.04Zm3.44 1.06a.75.75 0 1 1 1.02-1.1l3.5 3.25a.75.75 0 0 1 0 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id="feedback"></textarea> <input name="include_email" id="include_email" aria-label="Include my email address so I can be contacted" class="form-control mr-2" type="checkbox"> <label for="include_email" style="font-weight: normal">Include my email address so I can be contacted</label> </form></div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd"> <button data-close-dialog-id="feedback-dialog" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="code-search-feedback-form" data-action="click:qbsearch-input#submitFeedback" type="submit" data-view-component="true" class="btn-primary btn"> Submit feedback </button> </div> </dialog></dialog-helper> <custom-scopes data-target="qbsearch-input.customScopesManager"> <dialog-helper> <dialog data-target="custom-scopes.customScopesModalDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="custom-scopes-dialog" 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6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg></button> </div> </div> </div> <scrollable-region data-labelled-by="custom-scopes-dialog-title"> <div data-view-component="true" class="Overlay-body"> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <div hidden class="create-custom-scope-form" data-target="custom-scopes.createCustomScopeForm"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="custom-scopes-dialog-form" data-turbo="false" action="/search/custom_scopes" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="25UZ7mbkHqEbpqOYvet5X5nYFdnIDHKiiAJHuFq2zy3lp6jtAG8jxBnAvh6KqDDDeij6gZAHdqxrPbEApMjuEA==" /> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <input type="hidden" 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data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"notification subscription menu watch","repository_id":null,"auth_type":"LOG_IN","originating_url":"https://github.com/celery/celery","user_id":null}}" data-hydro-click-hmac="01b2ec56f1cb7765195c7aab7f20a489f05d5967c5ba91224166aa1b9a3992b1" aria-label="You must be signed in to change notification settings" data-view-component="true" class="btn-sm btn"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-bell mr-2"> <path d="M8 16a2 2 0 0 0 1.985-1.75c.017-.137-.097-.25-.235-.25h-3.5c-.138 0-.252.113-.235.25A2 2 0 0 0 8 16ZM3 5a5 5 0 0 1 10 0v2.947c0 .05.015.098.042.139l1.703 2.555A1.519 1.519 0 0 1 13.482 13H2.518a1.516 1.516 0 0 1-1.263-2.36l1.703-2.554A.255.255 0 0 0 3 7.947Zm5-3.5A3.5 3.5 0 0 0 4.5 5v2.947c0 .346-.102.683-.294.97l-1.703 2.556a.017.017 0 0 0-.003.01l.001.006c0 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viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo-forked mr-2"> <path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z"></path> </svg>Fork <span id="repo-network-counter" data-pjax-replace="true" data-turbo-replace="true" title="4,721" data-view-component="true" class="Counter">4.7k</span> </a> </li> <li> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fcelery%2Fcelery" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":184460,"auth_type":"LOG_IN","originating_url":"https://github.com/celery/celery","user_id":null}}" 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0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path> </svg> <span class="flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a title="https://docs.celeryq.dev" role="link" target="_blank" class="text-bold" rel="noopener noreferrer" href="https://docs.celeryq.dev">docs.celeryq.dev</a> </span> </div> <h3 class="sr-only">License</h3> <div class="mb-2"> <a href="/celery/celery/blob/main/LICENSE" class="Link--muted" data-analytics-event="{"category":"Repository Overview","action":"click","label":"location:sidebar;file:license"}" > <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-law mr-2"> <path d="M8.75.75V2h.985c.304 0 .603.08.867.231l1.29.736c.038.022.08.033.124.033h2.234a.75.75 0 0 1 0 1.5h-.427l2.111 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1.305.273s1.02-.138 1.305-.273L3 6.327Z"></path> </svg> View license </a> </div> <div class="mb-3"> <a class="Link--secondary no-underline mr-3" href="/celery/celery/stargazers"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star mr-1"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg> <span class="text-bold">25.6k</span> stars </a> <a class="Link--secondary no-underline mr-3" href="/celery/celery/forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" 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src=\"https://camo.githubusercontent.com/4391819360c1940827d69d0d81246fb01267baa5973d2d382fae8ef47b74351b/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f63656c6572792f6261636b6572732f62616467652e737667\" data-canonical-src=\"https://opencollective.com/celery/backers/badge.svg\" style=\"max-width: 100%;\"\u003e\n\u003c/a\u003e \u003ca href=\"#sponsors\"\u003e\u003cimg alt=\"Sponsors on Open Collective\" src=\"https://camo.githubusercontent.com/54c302c67a5a9e290fffdf000471621664db657160794338d9d5dc4e4de22757/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f63656c6572792f73706f6e736f72732f62616467652e737667\" data-canonical-src=\"https://opencollective.com/celery/sponsors/badge.svg\" style=\"max-width: 100%;\"\u003e\n\u003c/a\u003e\u003c/p\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable frame=\"void\" rules=\"none\"\u003e\n\n\n\u003ctbody valign=\"top\"\u003e\n\u003ctr\u003e\u003cth\u003eVersion:\u003c/th\u003e\u003ctd\u003e5.5.0rc4 (immunity)\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003eWeb:\u003c/th\u003e\u003ctd\u003e\u003ca href=\"https://docs.celeryq.dev/en/stable/index.html\" rel=\"nofollow\"\u003ehttps://docs.celeryq.dev/en/stable/index.html\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003eDownload:\u003c/th\u003e\u003ctd\u003e\u003ca href=\"https://pypi.org/project/celery/\" rel=\"nofollow\"\u003ehttps://pypi.org/project/celery/\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003eSource:\u003c/th\u003e\u003ctd\u003e\u003ca href=\"https://github.com/celery/celery/\"\u003ehttps://github.com/celery/celery/\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003eKeywords:\u003c/th\u003e\u003ctd\u003etask, queue, job, async, rabbitmq, amqp, redis,\npython, distributed, actors\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003ca 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2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003ca name=\"user-content-open-collective\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eOpen Collective\u003c/h3\u003e\u003ca id=\"user-content-open-collective\" class=\"anchor\" aria-label=\"Permalink: Open Collective\" href=\"#open-collective\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://camo.githubusercontent.com/bdbe1466d9fe8069cd0bbb61a60ba32f7dea00f45022145feed6093c31284167/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f7374617469632f696d616765732f6f70656e636f6c6c6563746976656c6f676f2d666f6f7465722d6e2e737667\"\u003e\u003cimg alt=\"Open Collective logo\" src=\"https://camo.githubusercontent.com/bdbe1466d9fe8069cd0bbb61a60ba32f7dea00f45022145feed6093c31284167/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f7374617469632f696d616765732f6f70656e636f6c6c6563746976656c6f676f2d666f6f7465722d6e2e737667\" width=\"200px\" data-canonical-src=\"https://opencollective.com/static/images/opencollectivelogo-footer-n.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://opencollective.com/celery\" rel=\"nofollow\"\u003eOpen Collective\u003c/a\u003e is our community-powered funding platform that fuels Celery's\nongoing development. Your sponsorship directly supports improvements, maintenance, and innovative features that keep\nCelery robust and reliable.\u003c/p\u003e\n\u003ca name=\"user-content-for-enterprise\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eFor enterprise\u003c/h2\u003e\u003ca id=\"user-content-for-enterprise\" class=\"anchor\" aria-label=\"Permalink: For enterprise\" href=\"#for-enterprise\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eAvailable as part of the Tidelift Subscription.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe maintainers of \u003ccode\u003ecelery\u003c/code\u003e and thousands of other packages are working with Tidelift to deliver commercial support and maintenance for the open source dependencies you use to build your applications. Save time, reduce risk, and improve code health, while paying the maintainers of the exact dependencies you use. \u003ca href=\"https://tidelift.com/subscription/pkg/pypi-celery?utm_source=pypi-celery\u0026amp;utm_medium=referral\u0026amp;utm_campaign=enterprise\u0026amp;utm_term=repo\" rel=\"nofollow\"\u003eLearn more.\u003c/a\u003e\u003c/p\u003e\n\u003ca name=\"user-content-sponsors\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSponsors\u003c/h2\u003e\u003ca id=\"user-content-sponsors\" class=\"anchor\" aria-label=\"Permalink: Sponsors\" href=\"#sponsors\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003ca name=\"user-content-blacksmith\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eBlacksmith\u003c/h3\u003e\u003ca id=\"user-content-blacksmith\" class=\"anchor\" aria-label=\"Permalink: Blacksmith\" href=\"#blacksmith\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/celery/celery/blob/main/docs/images/blacksmith-logo-white-on-black.svg\"\u003e\u003cimg alt=\"Blacksmith logo\" src=\"/celery/celery/raw/main/docs/images/blacksmith-logo-white-on-black.svg\" width=\"240px\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://www.linkedin.com/pulse/celery-now-powered-blacksmith-tomer-nosrati-ew68e/?trackingId=DWHH49WqS2iOW8Jf5N1kEg%3D%3D\" rel=\"nofollow\"\u003eOfficial Announcement\u003c/a\u003e\u003c/p\u003e\n\u003ca name=\"user-content-upstash\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eUpstash\u003c/h3\u003e\u003ca id=\"user-content-upstash\" class=\"anchor\" aria-label=\"Permalink: Upstash\" href=\"#upstash\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://camo.githubusercontent.com/6f7756e5988451d356bd6ac729aaae33272d5d398de4cbcf80bb3b5fde4be8ca/68747470733a2f2f757073746173682e636f6d2f6c6f676f2f757073746173682d6461726b2d62672e737667\"\u003e\u003cimg alt=\"Upstash logo\" src=\"https://camo.githubusercontent.com/6f7756e5988451d356bd6ac729aaae33272d5d398de4cbcf80bb3b5fde4be8ca/68747470733a2f2f757073746173682e636f6d2f6c6f676f2f757073746173682d6461726b2d62672e737667\" width=\"200px\" data-canonical-src=\"https://upstash.com/logo/upstash-dark-bg.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"http://upstash.com/?code=celery\" rel=\"nofollow\"\u003eUpstash\u003c/a\u003e offers a serverless Redis database service,\nproviding a seamless solution for Celery users looking to leverage\nserverless architectures. Upstash's serverless Redis service is designed\nwith an eventual consistency model and durable storage, facilitated\nthrough a multi-tier storage architecture.\u003c/p\u003e\n\u003ca name=\"user-content-dragonfly\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDragonfly\u003c/h3\u003e\u003ca id=\"user-content-dragonfly\" class=\"anchor\" aria-label=\"Permalink: Dragonfly\" href=\"#dragonfly\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://github.com/celery/celery/raw/main/docs/images/dragonfly.svg\"\u003e\u003cimg alt=\"Dragonfly logo\" src=\"https://github.com/celery/celery/raw/main/docs/images/dragonfly.svg\" width=\"150px\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://www.dragonflydb.io/\" rel=\"nofollow\"\u003eDragonfly\u003c/a\u003e is a drop-in Redis replacement that cuts costs and boosts performance.\nDesigned to fully utilize the power of modern cloud hardware and deliver on the data demands of modern applications,\nDragonfly frees developers from the limits of traditional in-memory data stores.\u003c/p\u003e\n\u003ca name=\"user-content-what-s-a-task-queue\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eWhat's a Task Queue?\u003c/h2\u003e\u003ca id=\"user-content-whats-a-task-queue\" class=\"anchor\" aria-label=\"Permalink: What's a Task Queue?\" href=\"#whats-a-task-queue\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eTask queues are used as a mechanism to distribute work across threads or\nmachines.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eA task queue's input is a unit of work, called a task, dedicated worker\nprocesses then constantly monitor the queue for new work to perform.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eCelery communicates via messages, usually using a broker\nto mediate between clients and workers. To initiate a task a client puts a\nmessage on the queue, the broker then delivers the message to a worker.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eA Celery system can consist of multiple workers and brokers, giving way\nto high availability and horizontal scaling.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eCelery is written in Python, but the protocol can be implemented in any\nlanguage. In addition to Python there's \u003ca href=\"https://github.com/mher/node-celery\"\u003enode-celery\u003c/a\u003e for Node.js,\na \u003ca href=\"https://github.com/gjedeer/celery-php\"\u003ePHP client\u003c/a\u003e, \u003ca href=\"https://github.com/gocelery/gocelery\"\u003egocelery\u003c/a\u003e, \u003ca href=\"https://github.com/marselester/gopher-celery\"\u003egopher-celery\u003c/a\u003e for Go, and \u003ca href=\"https://github.com/rusty-celery/rusty-celery\"\u003erusty-celery\u003c/a\u003e for Rust.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eLanguage interoperability can also be achieved by using webhooks\nin such a way that the client enqueues an URL to be requested by a worker.\u003c/p\u003e\n\u003ca name=\"user-content-what-do-i-need\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eWhat do I need?\u003c/h2\u003e\u003ca id=\"user-content-what-do-i-need\" class=\"anchor\" aria-label=\"Permalink: What do I need?\" href=\"#what-do-i-need\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCelery version 5.5.x runs on:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003ePython (3.8, 3.9, 3.10, 3.11, 3.12, 3.13)\u003c/li\u003e\n\u003cli\u003ePyPy3.9+ (v7.3.12+)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003eThis is the version of celery which will support Python 3.8 or newer.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIf you're running an older version of Python, you need to be running\nan older version of Celery:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003ePython 3.7: Celery 5.2 or earlier.\u003c/li\u003e\n\u003cli\u003ePython 3.6: Celery 5.1 or earlier.\u003c/li\u003e\n\u003cli\u003ePython 2.7: Celery 4.x series.\u003c/li\u003e\n\u003cli\u003ePython 2.6: Celery series 3.1 or earlier.\u003c/li\u003e\n\u003cli\u003ePython 2.5: Celery series 3.0 or earlier.\u003c/li\u003e\n\u003cli\u003ePython 2.4: Celery series 2.2 or earlier.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003eCelery is a project with minimal funding,\nso we don't support Microsoft Windows but it should be working.\nPlease don't open any issues related to that platform.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cem\u003eCelery\u003c/em\u003e is usually used with a message broker to send and receive messages.\nThe RabbitMQ, Redis transports are feature complete,\nbut there's also experimental support for a myriad of other solutions, including\nusing SQLite for local development.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cem\u003eCelery\u003c/em\u003e can run on a single machine, on multiple machines, or even\nacross datacenters.\u003c/p\u003e\n\u003ca name=\"user-content-get-started\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eGet Started\u003c/h2\u003e\u003ca id=\"user-content-get-started\" class=\"anchor\" aria-label=\"Permalink: Get Started\" href=\"#get-started\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eIf this is the first time you're trying to use Celery, or you're\nnew to Celery v5.5.x coming from previous versions then you should read our\ngetting started tutorials:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003e\u003ca href=\"https://docs.celeryq.dev/en/stable/getting-started/first-steps-with-celery.html\" rel=\"nofollow\"\u003eFirst steps with Celery\u003c/a\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003eTutorial teaching you the bare minimum needed to get started with Celery.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003e\u003ca href=\"https://docs.celeryq.dev/en/stable/getting-started/next-steps.html\" rel=\"nofollow\"\u003eNext steps\u003c/a\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003eA more complete overview, showing more features.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cblockquote\u003e\nYou can also get started with Celery by using a hosted broker transport CloudAMQP. The largest hosting provider of RabbitMQ is a proud sponsor of Celery.\u003c/blockquote\u003e\n\u003ca name=\"user-content-celery-is\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCelery is...\u003c/h2\u003e\u003ca id=\"user-content-celery-is\" class=\"anchor\" aria-label=\"Permalink: Celery is...\" href=\"#celery-is\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003e\u003cstrong\u003eSimple\u003c/strong\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003eCelery is easy to use and maintain, and does \u003cem\u003enot need configuration files\u003c/em\u003e.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIt has an active, friendly community you can talk to for support,\nlike at our \u003ca href=\"#mailing-list\"\u003emailing-list\u003c/a\u003e, or the IRC channel.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eHere's one of the simplest applications you can make:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"from celery import Celery\n\napp = Celery('hello', broker='amqp://guest@localhost//')\n\n@app.task\ndef hello():\n return 'hello world'\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003efrom\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ecelery\u003c/span\u003e \u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-v\"\u003eCelery\u003c/span\u003e\n\n\u003cspan class=\"pl-s1\"\u003eapp\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eCelery\u003c/span\u003e(\u003cspan class=\"pl-s\"\u003e'hello'\u003c/span\u003e, \u003cspan class=\"pl-s1\"\u003ebroker\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e'amqp://guest@localhost//'\u003c/span\u003e)\n\n\u003cspan class=\"pl-en\"\u003e@\u003cspan class=\"pl-s1\"\u003eapp\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003etask\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"pl-k\"\u003edef\u003c/span\u003e \u003cspan class=\"pl-en\"\u003ehello\u003c/span\u003e():\n \u003cspan class=\"pl-k\"\u003ereturn\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e'hello world'\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003e\u003cstrong\u003eHighly Available\u003c/strong\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003eWorkers and clients will automatically retry in the event\nof connection loss or failure, and some brokers support\nHA in way of \u003cem\u003ePrimary/Primary\u003c/em\u003e or \u003cem\u003ePrimary/Replica\u003c/em\u003e replication.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003e\u003cstrong\u003eFast\u003c/strong\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003eA single Celery process can process millions of tasks a minute,\nwith sub-millisecond round-trip latency (using RabbitMQ,\npy-librabbitmq, and optimized settings).\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003e\u003cstrong\u003eFlexible\u003c/strong\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003eAlmost every part of \u003cem\u003eCelery\u003c/em\u003e can be extended or used on its own,\nCustom pool implementations, serializers, compression schemes, logging,\nschedulers, consumers, producers, broker transports, and much more.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ca name=\"user-content-it-supports\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eIt supports...\u003c/h2\u003e\u003ca id=\"user-content-it-supports\" class=\"anchor\" aria-label=\"Permalink: It supports...\" href=\"#it-supports\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cblockquote\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003e\u003cstrong\u003eMessage Transports\u003c/strong\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://rabbitmq.com\" rel=\"nofollow\"\u003eRabbitMQ\u003c/a\u003e, \u003ca href=\"https://redis.io\" rel=\"nofollow\"\u003eRedis\u003c/a\u003e, Amazon SQS, Google Pub/Sub\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003e\u003cstrong\u003eConcurrency\u003c/strong\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003ePrefork, \u003ca href=\"http://eventlet.net/\" rel=\"nofollow\"\u003eEventlet\u003c/a\u003e, \u003ca href=\"http://gevent.org/\" rel=\"nofollow\"\u003egevent\u003c/a\u003e, single threaded (\u003ccode\u003esolo\u003c/code\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003e\u003cstrong\u003eResult Stores\u003c/strong\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eAMQP, Redis\u003c/li\u003e\n\u003cli\u003ememcached\u003c/li\u003e\n\u003cli\u003eSQLAlchemy, Django ORM\u003c/li\u003e\n\u003cli\u003eApache Cassandra, IronCache, Elasticsearch\u003c/li\u003e\n\u003cli\u003eGoogle Cloud Storage\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003e\u003cstrong\u003eSerialization\u003c/strong\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cem\u003epickle\u003c/em\u003e, \u003cem\u003ejson\u003c/em\u003e, \u003cem\u003eyaml\u003c/em\u003e, \u003cem\u003emsgpack\u003c/em\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cem\u003ezlib\u003c/em\u003e, \u003cem\u003ebzip2\u003c/em\u003e compression.\u003c/li\u003e\n\u003cli\u003eCryptographic message signing.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003ca name=\"user-content-framework-integration\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eFramework Integration\u003c/h2\u003e\u003ca id=\"user-content-framework-integration\" class=\"anchor\" aria-label=\"Permalink: Framework Integration\" href=\"#framework-integration\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCelery is easy to integrate with web frameworks, some of which even have\nintegration packages:\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\n\n\n\n\u003ctbody valign=\"top\"\u003e\n\u003ctr\u003e\u003ctd\u003e\u003ca href=\"https://djangoproject.com/\" rel=\"nofollow\"\u003eDjango\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003enot needed\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003ctd\u003e\u003ca href=\"https://docs.pylonsproject.org/projects/pyramid/en/latest/\" rel=\"nofollow\"\u003ePyramid\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://pypi.org/project/pyramid_celery/\" rel=\"nofollow\"\u003epyramid_celery\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003ctd\u003e\u003ca href=\"http://pylonsproject.org/\" rel=\"nofollow\"\u003ePylons\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://pypi.org/project/celery-pylons/\" rel=\"nofollow\"\u003ecelery-pylons\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003ctd\u003e\u003ca href=\"https://flask.palletsprojects.com/\" rel=\"nofollow\"\u003eFlask\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003enot needed\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003ctd\u003e\u003ca href=\"http://web2py.com/\" rel=\"nofollow\"\u003eweb2py\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://code.google.com/p/web2py-celery/\" rel=\"nofollow\"\u003eweb2py-celery\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003ctd\u003e\u003ca href=\"https://www.tornadoweb.org/\" rel=\"nofollow\"\u003eTornado\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://github.com/mher/tornado-celery/\"\u003etornado-celery\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003ctd\u003e\u003ca href=\"https://fastapi.tiangolo.com/\" rel=\"nofollow\"\u003eFastAPI\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003enot needed\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003c/blockquote\u003e\n\u003cp dir=\"auto\"\u003eThe integration packages aren't strictly necessary, but they can make\ndevelopment easier, and sometimes they add important hooks like closing\ndatabase connections at \u003ccode\u003efork\u003c/code\u003e.\u003c/p\u003e\n\u003ca name=\"user-content-documentation\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDocumentation\u003c/h2\u003e\u003ca id=\"user-content-documentation\" class=\"anchor\" aria-label=\"Permalink: Documentation\" href=\"#documentation\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe \u003ca href=\"https://docs.celeryq.dev/en/latest/\" rel=\"nofollow\"\u003elatest documentation\u003c/a\u003e is hosted at Read The Docs, containing user guides,\ntutorials, and an API reference.\u003c/p\u003e\n\u003ca name=\"user-content-installation\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eInstallation\u003c/h2\u003e\u003ca id=\"user-content-installation\" class=\"anchor\" aria-label=\"Permalink: Installation\" href=\"#installation\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can install Celery either via the Python Package Index (PyPI)\nor from source.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eTo install using \u003ccode\u003epip\u003c/code\u003e:\u003c/p\u003e\n\u003cpre\u003e$ pip install -U Celery\n\u003c/pre\u003e\n\u003ca name=\"user-content-id4\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eBundles\u003c/h3\u003e\u003ca id=\"user-content-bundles\" class=\"anchor\" aria-label=\"Permalink: Bundles\" href=\"#bundles\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCelery also defines a group of bundles that can be used\nto install Celery and the dependencies for a given feature.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eYou can specify these in your requirements or on the \u003ccode\u003epip\u003c/code\u003e\ncommand-line by using brackets. Multiple bundles can be specified by\nseparating them by commas.\u003c/p\u003e\n\u003cpre\u003e$ pip install \"celery[redis]\"\n\n$ pip install \"celery[redis,auth,msgpack]\"\n\u003c/pre\u003e\n\u003cp dir=\"auto\"\u003eThe following bundles are available:\u003c/p\u003e\n\u003ca name=\"user-content-serializers\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSerializers\u003c/h4\u003e\u003ca id=\"user-content-serializers\" class=\"anchor\" aria-label=\"Permalink: Serializers\" href=\"#serializers\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable frame=\"void\" rules=\"none\"\u003e\n\n\n\u003ctbody valign=\"top\"\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[auth]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003efor using the \u003ccode\u003eauth\u003c/code\u003e security serializer.\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[msgpack]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003efor using the msgpack serializer.\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[yaml]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003efor using the yaml serializer.\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003ca name=\"user-content-concurrency\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eConcurrency\u003c/h4\u003e\u003ca id=\"user-content-concurrency\" class=\"anchor\" aria-label=\"Permalink: Concurrency\" href=\"#concurrency\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable frame=\"void\" rules=\"none\"\u003e\n\n\n\u003ctbody valign=\"top\"\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[eventlet]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003efor using the \u003ccode\u003eeventlet\u003c/code\u003e pool.\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[gevent]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003efor using the \u003ccode\u003egevent\u003c/code\u003e pool.\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003ca name=\"user-content-transports-and-backends\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eTransports and Backends\u003c/h4\u003e\u003ca id=\"user-content-transports-and-backends\" class=\"anchor\" aria-label=\"Permalink: Transports and Backends\" href=\"#transports-and-backends\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable frame=\"void\" rules=\"none\"\u003e\n\n\n\u003ctbody valign=\"top\"\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[amqp]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using the RabbitMQ amqp python library.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[redis]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Redis as a message transport or as a result backend.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[sqs]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Amazon SQS as a message transport.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[tblib\u003c/code\u003e]:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using the \u003ccode\u003etask_remote_tracebacks\u003c/code\u003e feature.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[memcache]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Memcached as a result backend (using \u003ccode\u003epylibmc\u003c/code\u003e)\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[pymemcache]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Memcached as a result backend (pure-Python implementation).\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[cassandra]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Apache Cassandra/Astra DB as a result backend with the DataStax driver.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[azureblockblob]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Azure Storage as a result backend (using \u003ccode\u003eazure-storage\u003c/code\u003e)\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[s3]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using S3 Storage as a result backend.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[gcs]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Google Cloud Storage as a result backend.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[couchbase]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Couchbase as a result backend.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[arangodb]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using ArangoDB as a result backend.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[elasticsearch]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Elasticsearch as a result backend.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[riak]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Riak as a result backend.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[cosmosdbsql]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Azure Cosmos DB as a result backend (using \u003ccode\u003epydocumentdb\u003c/code\u003e)\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[zookeeper]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Zookeeper as a message transport.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[sqlalchemy]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using SQLAlchemy as a result backend (\u003cem\u003esupported\u003c/em\u003e).\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[pyro]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using the Pyro4 message transport (\u003cem\u003eexperimental\u003c/em\u003e).\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[slmq]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using the SoftLayer Message Queue transport (\u003cem\u003eexperimental\u003c/em\u003e).\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[consul]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using the Consul.io Key/Value store as a message transport or result backend (\u003cem\u003eexperimental\u003c/em\u003e).\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[django]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003especifies the lowest version possible for Django support.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eYou should probably not use this in your requirements, it's here\nfor informational purposes only.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\u003cth\u003e\u003ccode\u003ecelery[gcpubsub]\u003c/code\u003e:\u003c/th\u003e\u003ctd\u003e\u003cp dir=\"auto\"\u003efor using Google Pub/Sub as a message transport.\u003c/p\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003ca name=\"user-content-downloading-and-installing-from-source\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDownloading and installing from source\u003c/h3\u003e\u003ca id=\"user-content-downloading-and-installing-from-source\" class=\"anchor\" aria-label=\"Permalink: Downloading and installing from source\" href=\"#downloading-and-installing-from-source\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eDownload the latest version of Celery from PyPI:\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://pypi.org/project/celery/\" rel=\"nofollow\"\u003ehttps://pypi.org/project/celery/\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eYou can install it by doing the following:\u003c/p\u003e\n\u003cpre\u003e$ tar xvfz celery-0.0.0.tar.gz\n$ cd celery-0.0.0\n$ python setup.py build\n# python setup.py install\n\u003c/pre\u003e\n\u003cp dir=\"auto\"\u003eThe last command must be executed as a privileged user if\nyou aren't currently using a virtualenv.\u003c/p\u003e\n\u003ca name=\"user-content-using-the-development-version\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eUsing the development version\u003c/h3\u003e\u003ca id=\"user-content-using-the-development-version\" class=\"anchor\" aria-label=\"Permalink: Using the development version\" href=\"#using-the-development-version\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003ca name=\"user-content-with-pip\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eWith pip\u003c/h4\u003e\u003ca id=\"user-content-with-pip\" class=\"anchor\" aria-label=\"Permalink: With pip\" href=\"#with-pip\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe Celery development version also requires the development\nversions of \u003ccode\u003ekombu\u003c/code\u003e, \u003ccode\u003eamqp\u003c/code\u003e, \u003ccode\u003ebilliard\u003c/code\u003e, and \u003ccode\u003evine\u003c/code\u003e.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eYou can install the latest snapshot of these using the following\npip commands:\u003c/p\u003e\n\u003cpre\u003e$ pip install https://github.com/celery/celery/zipball/main#egg=celery\n$ pip install https://github.com/celery/billiard/zipball/main#egg=billiard\n$ pip install https://github.com/celery/py-amqp/zipball/main#egg=amqp\n$ pip install https://github.com/celery/kombu/zipball/main#egg=kombu\n$ pip install https://github.com/celery/vine/zipball/main#egg=vine\n\u003c/pre\u003e\n\u003ca name=\"user-content-with-git\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eWith git\u003c/h4\u003e\u003ca id=\"user-content-with-git\" class=\"anchor\" aria-label=\"Permalink: With git\" href=\"#with-git\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003ePlease see the Contributing section.\u003c/p\u003e\n\u003ca name=\"user-content-id5\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eGetting Help\u003c/h2\u003e\u003ca id=\"user-content-getting-help\" class=\"anchor\" aria-label=\"Permalink: Getting Help\" href=\"#getting-help\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003ca name=\"user-content-id6\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eMailing list\u003c/h3\u003e\u003ca id=\"user-content-mailing-list\" class=\"anchor\" aria-label=\"Permalink: Mailing list\" href=\"#mailing-list\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eFor discussions about the usage, development, and future of Celery,\nplease join the \u003ca href=\"https://groups.google.com/group/celery-users/\" rel=\"nofollow\"\u003ecelery-users\u003c/a\u003e mailing list.\u003c/p\u003e\n\u003ca name=\"user-content-irc\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eIRC\u003c/h3\u003e\u003ca id=\"user-content-irc\" class=\"anchor\" aria-label=\"Permalink: IRC\" href=\"#irc\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCome chat with us on IRC. The \u003cstrong\u003e#celery\u003c/strong\u003e channel is located at the\n\u003ca href=\"https://libera.chat/\" rel=\"nofollow\"\u003eLibera Chat\u003c/a\u003e network.\u003c/p\u003e\n\u003ca name=\"user-content-id7\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eBug tracker\u003c/h2\u003e\u003ca id=\"user-content-bug-tracker\" class=\"anchor\" aria-label=\"Permalink: Bug tracker\" href=\"#bug-tracker\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eIf you have any suggestions, bug reports, or annoyances please report them\nto our issue tracker at \u003ca href=\"https://github.com/celery/celery/issues/\"\u003ehttps://github.com/celery/celery/issues/\u003c/a\u003e\u003c/p\u003e\n\u003ca name=\"user-content-id8\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eWiki\u003c/h2\u003e\u003ca id=\"user-content-wiki\" class=\"anchor\" aria-label=\"Permalink: Wiki\" href=\"#wiki\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://github.com/celery/celery/wiki\"\u003ehttps://github.com/celery/celery/wiki\u003c/a\u003e\u003c/p\u003e\n\u003ca name=\"user-content-credits\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCredits\u003c/h2\u003e\u003ca id=\"user-content-credits\" class=\"anchor\" aria-label=\"Permalink: Credits\" href=\"#credits\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003ca name=\"user-content-contributors\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eContributors\u003c/h3\u003e\u003ca id=\"user-content-contributors\" class=\"anchor\" aria-label=\"Permalink: Contributors\" href=\"#contributors\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis project exists thanks to all the people who contribute. Development of\ncelery happens at GitHub: \u003ca href=\"https://github.com/celery/celery\"\u003ehttps://github.com/celery/celery\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eYou're highly encouraged to participate in the development\nof celery. If you don't like GitHub (for some reason) you're welcome\nto send regular patches.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eBe sure to also read the \u003ca href=\"https://docs.celeryq.dev/en/stable/contributing.html\" rel=\"nofollow\"\u003eContributing to Celery\u003c/a\u003e section in the\ndocumentation.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://github.com/celery/celery/graphs/contributors\"\u003e\u003cimg alt=\"oc-contributors\" src=\"https://camo.githubusercontent.com/fd6c228302ee6855df0f0e0fa89ee42c234ebf828748fc6635c40ce4518c1a6d/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f63656c6572792f636f6e7472696275746f72732e7376673f77696474683d38393026627574746f6e3d66616c7365\" data-canonical-src=\"https://opencollective.com/celery/contributors.svg?width=890\u0026amp;button=false\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003ca name=\"user-content-backers\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eBackers\u003c/h3\u003e\u003ca id=\"user-content-backers\" class=\"anchor\" aria-label=\"Permalink: Backers\" href=\"#backers\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThank you to all our backers! 🙏 [\u003ca href=\"https://opencollective.com/celery#backer\" rel=\"nofollow\"\u003eBecome a backer\u003c/a\u003e]\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://opencollective.com/celery#backers\" rel=\"nofollow\"\u003e\u003cimg alt=\"oc-backers\" src=\"https://camo.githubusercontent.com/6e37c20c2ddbacf988ee4f05b34d7b33260e5e1baf0b5fa631f68168f7cb81d9/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f63656c6572792f6261636b6572732e7376673f77696474683d383930\" data-canonical-src=\"https://opencollective.com/celery/backers.svg?width=890\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003ca name=\"user-content-id9\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eLicense\u003c/h2\u003e\u003ca id=\"user-content-license\" class=\"anchor\" aria-label=\"Permalink: License\" href=\"#license\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis software is licensed under the New BSD License. See the \u003ccode\u003eLICENSE\u003c/code\u003e\nfile in the top distribution directory for the full license text.\u003c/p\u003e\n\n\u003c/article\u003e","loaded":true,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":[{"level":2,"text":"Donations","anchor":"donations","htmlText":"Donations"},{"level":3,"text":"Open Collective","anchor":"open-collective","htmlText":"Open Collective"},{"level":2,"text":"For enterprise","anchor":"for-enterprise","htmlText":"For enterprise"},{"level":2,"text":"Sponsors","anchor":"sponsors","htmlText":"Sponsors"},{"level":3,"text":"Blacksmith","anchor":"blacksmith","htmlText":"Blacksmith"},{"level":3,"text":"Upstash","anchor":"upstash","htmlText":"Upstash"},{"level":3,"text":"Dragonfly","anchor":"dragonfly","htmlText":"Dragonfly"},{"level":2,"text":"What's a Task Queue?","anchor":"whats-a-task-queue","htmlText":"What's a Task Queue?"},{"level":2,"text":"What do I need?","anchor":"what-do-i-need","htmlText":"What do I need?"},{"level":2,"text":"Get Started","anchor":"get-started","htmlText":"Get Started"},{"level":2,"text":"Celery is...","anchor":"celery-is","htmlText":"Celery is..."},{"level":2,"text":"It supports...","anchor":"it-supports","htmlText":"It supports..."},{"level":2,"text":"Framework Integration","anchor":"framework-integration","htmlText":"Framework Integration"},{"level":2,"text":"Documentation","anchor":"documentation","htmlText":"Documentation"},{"level":2,"text":"Installation","anchor":"installation","htmlText":"Installation"},{"level":3,"text":"Bundles","anchor":"bundles","htmlText":"Bundles"},{"level":4,"text":"Serializers","anchor":"serializers","htmlText":"Serializers"},{"level":4,"text":"Concurrency","anchor":"concurrency","htmlText":"Concurrency"},{"level":4,"text":"Transports and Backends","anchor":"transports-and-backends","htmlText":"Transports and Backends"},{"level":3,"text":"Downloading and installing from source","anchor":"downloading-and-installing-from-source","htmlText":"Downloading and installing from source"},{"level":3,"text":"Using the development version","anchor":"using-the-development-version","htmlText":"Using the development version"},{"level":4,"text":"With pip","anchor":"with-pip","htmlText":"With pip"},{"level":4,"text":"With git","anchor":"with-git","htmlText":"With git"},{"level":2,"text":"Getting Help","anchor":"getting-help","htmlText":"Getting Help"},{"level":3,"text":"Mailing list","anchor":"mailing-list","htmlText":"Mailing list"},{"level":3,"text":"IRC","anchor":"irc","htmlText":"IRC"},{"level":2,"text":"Bug tracker","anchor":"bug-tracker","htmlText":"Bug tracker"},{"level":2,"text":"Wiki","anchor":"wiki","htmlText":"Wiki"},{"level":2,"text":"Credits","anchor":"credits","htmlText":"Credits"},{"level":3,"text":"Contributors","anchor":"contributors","htmlText":"Contributors"},{"level":3,"text":"Backers","anchor":"backers","htmlText":"Backers"},{"level":2,"text":"License","anchor":"license","htmlText":"License"}],"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fcelery%2Fcelery"}},{"displayName":"LICENSE","repoName":"celery","refName":"main","path":"LICENSE","preferredFileType":"license","tabName":"License","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fcelery%2Fcelery"}},{"displayName":"SECURITY.md","repoName":"celery","refName":"main","path":"SECURITY.md","preferredFileType":"security","tabName":"Security","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fcelery%2Fcelery"}}],"overviewFilesProcessingTime":0}},"appPayload":{"helpUrl":"https://docs.github.com","findFileWorkerPath":"/assets-cdn/worker/find-file-worker-9f8a877aa99f.js","findInFileWorkerPath":"/assets-cdn/worker/find-in-file-worker-96e76d5fdb2c.js","githubDevUrl":null,"enabled_features":{"copilot_workspace":null,"code_nav_ui_events":false,"overview_shared_code_dropdown_button":false,"react_blob_overlay":false,"copilot_conversational_ux_embedding_update":false,"copilot_smell_icebreaker_ux":true,"accessible_code_button":true}}}}</script> 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href="https://github.com/celery/celery/">https://github.com/celery/celery/</a></td> </tr> <tr><th>Keywords:</th><td>task, queue, job, async, rabbitmq, amqp, redis, python, distributed, actors</td> </tr> </tbody> </table></markdown-accessiblity-table> <a name="user-content-donations"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Donations</h2><a id="user-content-donations" class="anchor" aria-label="Permalink: Donations" href="#donations"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <a name="user-content-open-collective"></a> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Open Collective</h3><a id="user-content-open-collective" class="anchor" aria-label="Permalink: Open Collective" href="#open-collective"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a target="_blank" rel="noopener noreferrer nofollow" href="https://camo.githubusercontent.com/bdbe1466d9fe8069cd0bbb61a60ba32f7dea00f45022145feed6093c31284167/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f7374617469632f696d616765732f6f70656e636f6c6c6563746976656c6f676f2d666f6f7465722d6e2e737667"><img alt="Open Collective logo" src="https://camo.githubusercontent.com/bdbe1466d9fe8069cd0bbb61a60ba32f7dea00f45022145feed6093c31284167/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f7374617469632f696d616765732f6f70656e636f6c6c6563746976656c6f676f2d666f6f7465722d6e2e737667" width="200px" data-canonical-src="https://opencollective.com/static/images/opencollectivelogo-footer-n.svg" style="max-width: 100%;"></a></p> <p dir="auto"><a href="https://opencollective.com/celery" rel="nofollow">Open Collective</a> is our community-powered funding platform that fuels Celery's ongoing development. Your sponsorship directly supports improvements, maintenance, and innovative features that keep Celery robust and reliable.</p> <a name="user-content-for-enterprise"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">For enterprise</h2><a id="user-content-for-enterprise" class="anchor" aria-label="Permalink: For enterprise" href="#for-enterprise"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Available as part of the Tidelift Subscription.</p> <p dir="auto">The maintainers of <code>celery</code> and thousands of other packages are working with Tidelift to deliver commercial support and maintenance for the open source dependencies you use to build your applications. Save time, reduce risk, and improve code health, while paying the maintainers of the exact dependencies you use. <a href="https://tidelift.com/subscription/pkg/pypi-celery?utm_source=pypi-celery&utm_medium=referral&utm_campaign=enterprise&utm_term=repo" rel="nofollow">Learn more.</a></p> <a name="user-content-sponsors"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Sponsors</h2><a id="user-content-sponsors" class="anchor" aria-label="Permalink: Sponsors" href="#sponsors"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <a name="user-content-blacksmith"></a> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Blacksmith</h3><a id="user-content-blacksmith" class="anchor" aria-label="Permalink: Blacksmith" href="#blacksmith"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="/celery/celery/blob/main/docs/images/blacksmith-logo-white-on-black.svg"><img alt="Blacksmith logo" src="/celery/celery/raw/main/docs/images/blacksmith-logo-white-on-black.svg" width="240px" style="max-width: 100%;"></a></p> <p dir="auto"><a href="https://www.linkedin.com/pulse/celery-now-powered-blacksmith-tomer-nosrati-ew68e/?trackingId=DWHH49WqS2iOW8Jf5N1kEg%3D%3D" rel="nofollow">Official Announcement</a></p> <a name="user-content-upstash"></a> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Upstash</h3><a id="user-content-upstash" class="anchor" aria-label="Permalink: Upstash" href="#upstash"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a target="_blank" rel="noopener noreferrer nofollow" href="https://camo.githubusercontent.com/6f7756e5988451d356bd6ac729aaae33272d5d398de4cbcf80bb3b5fde4be8ca/68747470733a2f2f757073746173682e636f6d2f6c6f676f2f757073746173682d6461726b2d62672e737667"><img alt="Upstash logo" src="https://camo.githubusercontent.com/6f7756e5988451d356bd6ac729aaae33272d5d398de4cbcf80bb3b5fde4be8ca/68747470733a2f2f757073746173682e636f6d2f6c6f676f2f757073746173682d6461726b2d62672e737667" width="200px" data-canonical-src="https://upstash.com/logo/upstash-dark-bg.svg" style="max-width: 100%;"></a></p> <p dir="auto"><a href="http://upstash.com/?code=celery" rel="nofollow">Upstash</a> offers a serverless Redis database service, providing a seamless solution for Celery users looking to leverage serverless architectures. Upstash's serverless Redis service is designed with an eventual consistency model and durable storage, facilitated through a multi-tier storage architecture.</p> <a name="user-content-dragonfly"></a> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Dragonfly</h3><a id="user-content-dragonfly" class="anchor" aria-label="Permalink: Dragonfly" href="#dragonfly"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="https://github.com/celery/celery/raw/main/docs/images/dragonfly.svg"><img alt="Dragonfly logo" src="https://github.com/celery/celery/raw/main/docs/images/dragonfly.svg" width="150px" style="max-width: 100%;"></a></p> <p dir="auto"><a href="https://www.dragonflydb.io/" rel="nofollow">Dragonfly</a> is a drop-in Redis replacement that cuts costs and boosts performance. Designed to fully utilize the power of modern cloud hardware and deliver on the data demands of modern applications, Dragonfly frees developers from the limits of traditional in-memory data stores.</p> <a name="user-content-what-s-a-task-queue"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">What's a Task Queue?</h2><a id="user-content-whats-a-task-queue" class="anchor" aria-label="Permalink: What's a Task Queue?" href="#whats-a-task-queue"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Task queues are used as a mechanism to distribute work across threads or machines.</p> <p dir="auto">A task queue's input is a unit of work, called a task, dedicated worker processes then constantly monitor the queue for new work to perform.</p> <p dir="auto">Celery communicates via messages, usually using a broker to mediate between clients and workers. To initiate a task a client puts a message on the queue, the broker then delivers the message to a worker.</p> <p dir="auto">A Celery system can consist of multiple workers and brokers, giving way to high availability and horizontal scaling.</p> <p dir="auto">Celery is written in Python, but the protocol can be implemented in any language. In addition to Python there's <a href="https://github.com/mher/node-celery">node-celery</a> for Node.js, a <a href="https://github.com/gjedeer/celery-php">PHP client</a>, <a href="https://github.com/gocelery/gocelery">gocelery</a>, <a href="https://github.com/marselester/gopher-celery">gopher-celery</a> for Go, and <a href="https://github.com/rusty-celery/rusty-celery">rusty-celery</a> for Rust.</p> <p dir="auto">Language interoperability can also be achieved by using webhooks in such a way that the client enqueues an URL to be requested by a worker.</p> <a name="user-content-what-do-i-need"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">What do I need?</h2><a id="user-content-what-do-i-need" class="anchor" aria-label="Permalink: What do I need?" href="#what-do-i-need"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Celery version 5.5.x runs on:</p> <ul dir="auto"> <li>Python (3.8, 3.9, 3.10, 3.11, 3.12, 3.13)</li> <li>PyPy3.9+ (v7.3.12+)</li> </ul> <p dir="auto">This is the version of celery which will support Python 3.8 or newer.</p> <p dir="auto">If you're running an older version of Python, you need to be running an older version of Celery:</p> <ul dir="auto"> <li>Python 3.7: Celery 5.2 or earlier.</li> <li>Python 3.6: Celery 5.1 or earlier.</li> <li>Python 2.7: Celery 4.x series.</li> <li>Python 2.6: Celery series 3.1 or earlier.</li> <li>Python 2.5: Celery series 3.0 or earlier.</li> <li>Python 2.4: Celery series 2.2 or earlier.</li> </ul> <p dir="auto">Celery is a project with minimal funding, so we don't support Microsoft Windows but it should be working. Please don't open any issues related to that platform.</p> <p dir="auto"><em>Celery</em> is usually used with a message broker to send and receive messages. The RabbitMQ, Redis transports are feature complete, but there's also experimental support for a myriad of other solutions, including using SQLite for local development.</p> <p dir="auto"><em>Celery</em> can run on a single machine, on multiple machines, or even across datacenters.</p> <a name="user-content-get-started"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Get Started</h2><a id="user-content-get-started" class="anchor" aria-label="Permalink: Get Started" href="#get-started"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">If this is the first time you're trying to use Celery, or you're new to Celery v5.5.x coming from previous versions then you should read our getting started tutorials:</p> <ul dir="auto"> <li><p dir="auto"><a href="https://docs.celeryq.dev/en/stable/getting-started/first-steps-with-celery.html" rel="nofollow">First steps with Celery</a></p> <blockquote> <p dir="auto">Tutorial teaching you the bare minimum needed to get started with Celery.</p> </blockquote> </li> <li><p dir="auto"><a href="https://docs.celeryq.dev/en/stable/getting-started/next-steps.html" rel="nofollow">Next steps</a></p> <blockquote> <p dir="auto">A more complete overview, showing more features.</p> </blockquote> </li> </ul> <blockquote> You can also get started with Celery by using a hosted broker transport CloudAMQP. The largest hosting provider of RabbitMQ is a proud sponsor of Celery.</blockquote> <a name="user-content-celery-is"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Celery is...</h2><a id="user-content-celery-is" class="anchor" aria-label="Permalink: Celery is..." href="#celery-is"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li><p dir="auto"><strong>Simple</strong></p> <blockquote> <p dir="auto">Celery is easy to use and maintain, and does <em>not need configuration files</em>.</p> <p dir="auto">It has an active, friendly community you can talk to for support, like at our <a href="#mailing-list">mailing-list</a>, or the IRC channel.</p> <p dir="auto">Here's one of the simplest applications you can make:</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="from celery import Celery app = Celery('hello', broker='amqp://guest@localhost//') @app.task def hello(): return 'hello world'"><pre><span class="pl-k">from</span> <span class="pl-s1">celery</span> <span class="pl-k">import</span> <span class="pl-v">Celery</span> <span class="pl-s1">app</span> <span class="pl-c1">=</span> <span class="pl-en">Celery</span>(<span class="pl-s">'hello'</span>, <span class="pl-s1">broker</span><span class="pl-c1">=</span><span class="pl-s">'amqp://guest@localhost//'</span>) <span class="pl-en">@<span class="pl-s1">app</span>.<span class="pl-c1">task</span></span> <span class="pl-k">def</span> <span class="pl-en">hello</span>(): <span class="pl-k">return</span> <span class="pl-s">'hello world'</span></pre></div> </blockquote> </li> <li><p dir="auto"><strong>Highly Available</strong></p> <blockquote> <p dir="auto">Workers and clients will automatically retry in the event of connection loss or failure, and some brokers support HA in way of <em>Primary/Primary</em> or <em>Primary/Replica</em> replication.</p> </blockquote> </li> <li><p dir="auto"><strong>Fast</strong></p> <blockquote> <p dir="auto">A single Celery process can process millions of tasks a minute, with sub-millisecond round-trip latency (using RabbitMQ, py-librabbitmq, and optimized settings).</p> </blockquote> </li> <li><p dir="auto"><strong>Flexible</strong></p> <blockquote> <p dir="auto">Almost every part of <em>Celery</em> can be extended or used on its own, Custom pool implementations, serializers, compression schemes, logging, schedulers, consumers, producers, broker transports, and much more.</p> </blockquote> </li> </ul> <a name="user-content-it-supports"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">It supports...</h2><a id="user-content-it-supports" class="anchor" aria-label="Permalink: It supports..." href="#it-supports"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <blockquote> <ul dir="auto"> <li><p dir="auto"><strong>Message Transports</strong></p> <blockquote> <ul dir="auto"> <li><a href="https://rabbitmq.com" rel="nofollow">RabbitMQ</a>, <a href="https://redis.io" rel="nofollow">Redis</a>, Amazon SQS, Google Pub/Sub</li> </ul> </blockquote> </li> <li><p dir="auto"><strong>Concurrency</strong></p> <blockquote> <ul dir="auto"> <li>Prefork, <a href="http://eventlet.net/" rel="nofollow">Eventlet</a>, <a href="http://gevent.org/" rel="nofollow">gevent</a>, single threaded (<code>solo</code>)</li> </ul> </blockquote> </li> <li><p dir="auto"><strong>Result Stores</strong></p> <blockquote> <ul dir="auto"> <li>AMQP, Redis</li> <li>memcached</li> <li>SQLAlchemy, Django ORM</li> <li>Apache Cassandra, IronCache, Elasticsearch</li> <li>Google Cloud Storage</li> </ul> </blockquote> </li> <li><p dir="auto"><strong>Serialization</strong></p> <blockquote> <ul dir="auto"> <li><em>pickle</em>, <em>json</em>, <em>yaml</em>, <em>msgpack</em>.</li> <li><em>zlib</em>, <em>bzip2</em> compression.</li> <li>Cryptographic message signing.</li> </ul> </blockquote> </li> </ul> </blockquote> <a name="user-content-framework-integration"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Framework Integration</h2><a id="user-content-framework-integration" class="anchor" aria-label="Permalink: Framework Integration" href="#framework-integration"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Celery is easy to integrate with web frameworks, some of which even have integration packages:</p> <blockquote> <markdown-accessiblity-table><table> <tbody valign="top"> <tr><td><a href="https://djangoproject.com/" rel="nofollow">Django</a></td> <td>not needed</td> </tr> <tr><td><a href="https://docs.pylonsproject.org/projects/pyramid/en/latest/" rel="nofollow">Pyramid</a></td> <td><a href="https://pypi.org/project/pyramid_celery/" rel="nofollow">pyramid_celery</a></td> </tr> <tr><td><a href="http://pylonsproject.org/" rel="nofollow">Pylons</a></td> <td><a href="https://pypi.org/project/celery-pylons/" rel="nofollow">celery-pylons</a></td> </tr> <tr><td><a href="https://flask.palletsprojects.com/" rel="nofollow">Flask</a></td> <td>not needed</td> </tr> <tr><td><a href="http://web2py.com/" rel="nofollow">web2py</a></td> <td><a href="https://code.google.com/p/web2py-celery/" rel="nofollow">web2py-celery</a></td> </tr> <tr><td><a href="https://www.tornadoweb.org/" rel="nofollow">Tornado</a></td> <td><a href="https://github.com/mher/tornado-celery/">tornado-celery</a></td> </tr> <tr><td><a href="https://fastapi.tiangolo.com/" rel="nofollow">FastAPI</a></td> <td>not needed</td> </tr> </tbody> </table></markdown-accessiblity-table> </blockquote> <p dir="auto">The integration packages aren't strictly necessary, but they can make development easier, and sometimes they add important hooks like closing database connections at <code>fork</code>.</p> <a name="user-content-documentation"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Documentation</h2><a id="user-content-documentation" class="anchor" aria-label="Permalink: Documentation" href="#documentation"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">The <a href="https://docs.celeryq.dev/en/latest/" rel="nofollow">latest documentation</a> is hosted at Read The Docs, containing user guides, tutorials, and an API reference.</p> <a name="user-content-installation"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Installation</h2><a id="user-content-installation" class="anchor" aria-label="Permalink: Installation" href="#installation"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">You can install Celery either via the Python Package Index (PyPI) or from source.</p> <p dir="auto">To install using <code>pip</code>:</p> <pre>$ pip install -U Celery </pre> <a name="user-content-id4"></a> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Bundles</h3><a id="user-content-bundles" class="anchor" aria-label="Permalink: Bundles" href="#bundles"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Celery also defines a group of bundles that can be used to install Celery and the dependencies for a given feature.</p> <p dir="auto">You can specify these in your requirements or on the <code>pip</code> command-line by using brackets. Multiple bundles can be specified by separating them by commas.</p> <pre>$ pip install "celery[redis]" $ pip install "celery[redis,auth,msgpack]" </pre> <p dir="auto">The following bundles are available:</p> <a name="user-content-serializers"></a> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Serializers</h4><a id="user-content-serializers" class="anchor" aria-label="Permalink: Serializers" href="#serializers"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <markdown-accessiblity-table><table frame="void" rules="none"> <tbody valign="top"> <tr><th><code>celery[auth]</code>:</th><td>for using the <code>auth</code> security serializer.</td> </tr> <tr><th><code>celery[msgpack]</code>:</th><td>for using the msgpack serializer.</td> </tr> <tr><th><code>celery[yaml]</code>:</th><td>for using the yaml serializer.</td> </tr> </tbody> </table></markdown-accessiblity-table> <a name="user-content-concurrency"></a> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Concurrency</h4><a id="user-content-concurrency" class="anchor" aria-label="Permalink: Concurrency" href="#concurrency"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <markdown-accessiblity-table><table frame="void" rules="none"> <tbody valign="top"> <tr><th><code>celery[eventlet]</code>:</th><td>for using the <code>eventlet</code> pool.</td> </tr> <tr><th><code>celery[gevent]</code>:</th><td>for using the <code>gevent</code> pool.</td> </tr> </tbody> </table></markdown-accessiblity-table> <a name="user-content-transports-and-backends"></a> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Transports and Backends</h4><a id="user-content-transports-and-backends" class="anchor" aria-label="Permalink: Transports and Backends" href="#transports-and-backends"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <markdown-accessiblity-table><table frame="void" rules="none"> <tbody valign="top"> <tr><th><code>celery[amqp]</code>:</th><td><p dir="auto">for using the RabbitMQ amqp python library.</p> </td> </tr> <tr><th><code>celery[redis]</code>:</th><td><p dir="auto">for using Redis as a message transport or as a result backend.</p> </td> </tr> <tr><th><code>celery[sqs]</code>:</th><td><p dir="auto">for using Amazon SQS as a message transport.</p> </td> </tr> <tr><th><code>celery[tblib</code>]:</th><td><p dir="auto">for using the <code>task_remote_tracebacks</code> feature.</p> </td> </tr> <tr><th><code>celery[memcache]</code>:</th><td><p dir="auto">for using Memcached as a result backend (using <code>pylibmc</code>)</p> </td> </tr> <tr><th><code>celery[pymemcache]</code>:</th><td><p dir="auto">for using Memcached as a result backend (pure-Python implementation).</p> </td> </tr> <tr><th><code>celery[cassandra]</code>:</th><td><p dir="auto">for using Apache Cassandra/Astra DB as a result backend with the DataStax driver.</p> </td> </tr> <tr><th><code>celery[azureblockblob]</code>:</th><td><p dir="auto">for using Azure Storage as a result backend (using <code>azure-storage</code>)</p> </td> </tr> <tr><th><code>celery[s3]</code>:</th><td><p dir="auto">for using S3 Storage as a result backend.</p> </td> </tr> <tr><th><code>celery[gcs]</code>:</th><td><p dir="auto">for using Google Cloud Storage as a result backend.</p> </td> </tr> <tr><th><code>celery[couchbase]</code>:</th><td><p dir="auto">for using Couchbase as a result backend.</p> </td> </tr> <tr><th><code>celery[arangodb]</code>:</th><td><p dir="auto">for using ArangoDB as a result backend.</p> </td> </tr> <tr><th><code>celery[elasticsearch]</code>:</th><td><p dir="auto">for using Elasticsearch as a result backend.</p> </td> </tr> <tr><th><code>celery[riak]</code>:</th><td><p dir="auto">for using Riak as a result backend.</p> </td> </tr> <tr><th><code>celery[cosmosdbsql]</code>:</th><td><p dir="auto">for using Azure Cosmos DB as a result backend (using <code>pydocumentdb</code>)</p> </td> </tr> <tr><th><code>celery[zookeeper]</code>:</th><td><p dir="auto">for using Zookeeper as a message transport.</p> </td> </tr> <tr><th><code>celery[sqlalchemy]</code>:</th><td><p dir="auto">for using SQLAlchemy as a result backend (<em>supported</em>).</p> </td> </tr> <tr><th><code>celery[pyro]</code>:</th><td><p dir="auto">for using the Pyro4 message transport (<em>experimental</em>).</p> </td> </tr> <tr><th><code>celery[slmq]</code>:</th><td><p dir="auto">for using the SoftLayer Message Queue transport (<em>experimental</em>).</p> </td> </tr> <tr><th><code>celery[consul]</code>:</th><td><p dir="auto">for using the Consul.io Key/Value store as a message transport or result backend (<em>experimental</em>).</p> </td> </tr> <tr><th><code>celery[django]</code>:</th><td><p dir="auto">specifies the lowest version possible for Django support.</p> <p dir="auto">You should probably not use this in your requirements, it's here for informational purposes only.</p> </td> </tr> <tr><th><code>celery[gcpubsub]</code>:</th><td><p dir="auto">for using Google Pub/Sub as a message transport.</p> </td> </tr> </tbody> </table></markdown-accessiblity-table> <a name="user-content-downloading-and-installing-from-source"></a> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Downloading and installing from source</h3><a id="user-content-downloading-and-installing-from-source" class="anchor" aria-label="Permalink: Downloading and installing from source" href="#downloading-and-installing-from-source"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Download the latest version of Celery from PyPI:</p> <p dir="auto"><a href="https://pypi.org/project/celery/" rel="nofollow">https://pypi.org/project/celery/</a></p> <p dir="auto">You can install it by doing the following:</p> <pre>$ tar xvfz celery-0.0.0.tar.gz $ cd celery-0.0.0 $ python setup.py build # python setup.py install </pre> <p dir="auto">The last command must be executed as a privileged user if you aren't currently using a virtualenv.</p> <a name="user-content-using-the-development-version"></a> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Using the development version</h3><a id="user-content-using-the-development-version" class="anchor" aria-label="Permalink: Using the development version" href="#using-the-development-version"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <a name="user-content-with-pip"></a> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">With pip</h4><a id="user-content-with-pip" class="anchor" aria-label="Permalink: With pip" href="#with-pip"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">The Celery development version also requires the development versions of <code>kombu</code>, <code>amqp</code>, <code>billiard</code>, and <code>vine</code>.</p> <p dir="auto">You can install the latest snapshot of these using the following pip commands:</p> <pre>$ pip install https://github.com/celery/celery/zipball/main#egg=celery $ pip install https://github.com/celery/billiard/zipball/main#egg=billiard $ pip install https://github.com/celery/py-amqp/zipball/main#egg=amqp $ pip install https://github.com/celery/kombu/zipball/main#egg=kombu $ pip install https://github.com/celery/vine/zipball/main#egg=vine </pre> <a name="user-content-with-git"></a> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">With git</h4><a id="user-content-with-git" class="anchor" aria-label="Permalink: With git" href="#with-git"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Please see the Contributing section.</p> <a name="user-content-id5"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Getting Help</h2><a id="user-content-getting-help" class="anchor" aria-label="Permalink: Getting Help" href="#getting-help"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <a name="user-content-id6"></a> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Mailing list</h3><a id="user-content-mailing-list" class="anchor" aria-label="Permalink: Mailing list" href="#mailing-list"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">For discussions about the usage, development, and future of Celery, please join the <a href="https://groups.google.com/group/celery-users/" rel="nofollow">celery-users</a> mailing list.</p> <a name="user-content-irc"></a> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">IRC</h3><a id="user-content-irc" class="anchor" aria-label="Permalink: IRC" href="#irc"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Come chat with us on IRC. The <strong>#celery</strong> channel is located at the <a href="https://libera.chat/" rel="nofollow">Libera Chat</a> network.</p> <a name="user-content-id7"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Bug tracker</h2><a id="user-content-bug-tracker" class="anchor" aria-label="Permalink: Bug tracker" href="#bug-tracker"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">If you have any suggestions, bug reports, or annoyances please report them to our issue tracker at <a href="https://github.com/celery/celery/issues/">https://github.com/celery/celery/issues/</a></p> <a name="user-content-id8"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Wiki</h2><a id="user-content-wiki" class="anchor" aria-label="Permalink: Wiki" href="#wiki"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a href="https://github.com/celery/celery/wiki">https://github.com/celery/celery/wiki</a></p> <a name="user-content-credits"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Credits</h2><a id="user-content-credits" class="anchor" aria-label="Permalink: Credits" href="#credits"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <a name="user-content-contributors"></a> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Contributors</h3><a id="user-content-contributors" class="anchor" aria-label="Permalink: Contributors" href="#contributors"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">This project exists thanks to all the people who contribute. Development of celery happens at GitHub: <a href="https://github.com/celery/celery">https://github.com/celery/celery</a></p> <p dir="auto">You're highly encouraged to participate in the development of celery. If you don't like GitHub (for some reason) you're welcome to send regular patches.</p> <p dir="auto">Be sure to also read the <a href="https://docs.celeryq.dev/en/stable/contributing.html" rel="nofollow">Contributing to Celery</a> section in the documentation.</p> <p dir="auto"><a href="https://github.com/celery/celery/graphs/contributors"><img alt="oc-contributors" src="https://camo.githubusercontent.com/fd6c228302ee6855df0f0e0fa89ee42c234ebf828748fc6635c40ce4518c1a6d/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f63656c6572792f636f6e7472696275746f72732e7376673f77696474683d38393026627574746f6e3d66616c7365" data-canonical-src="https://opencollective.com/celery/contributors.svg?width=890&button=false" style="max-width: 100%;"></a></p> <a name="user-content-backers"></a> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Backers</h3><a id="user-content-backers" class="anchor" aria-label="Permalink: Backers" href="#backers"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Thank you to all our backers! 🙏 [<a href="https://opencollective.com/celery#backer" rel="nofollow">Become a backer</a>]</p> <p dir="auto"><a href="https://opencollective.com/celery#backers" rel="nofollow"><img alt="oc-backers" src="https://camo.githubusercontent.com/6e37c20c2ddbacf988ee4f05b34d7b33260e5e1baf0b5fa631f68168f7cb81d9/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f63656c6572792f6261636b6572732e7376673f77696474683d383930" data-canonical-src="https://opencollective.com/celery/backers.svg?width=890" style="max-width: 100%;"></a></p> <a name="user-content-id9"></a> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">License</h2><a id="user-content-license" class="anchor" aria-label="Permalink: License" href="#license"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">This software is licensed under the New BSD License. See the <code>LICENSE</code> file in the top distribution directory for the full license text.</p> </article></div></div></div></div></div> <!-- --> <!-- --> <script type="application/json" id="__PRIMER_DATA_:R0:__">{"resolvedServerColorMode":"day"}</script></div> </react-partial> <input type="hidden" data-csrf="true" value="F1gABxzvUIvQan6yDW/ms+BqllpKltW3Bv1mg1k05uLEucb0gVwrPBBSIZqvi5U2U5XFJeqeFiQxMpiWjEbyXQ==" /> </div> <div data-view-component="true" class="Layout-sidebar"> <div class="BorderGrid about-margin" data-pjax> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <div class="hide-sm hide-md"> <h2 class="mb-3 h4">About</h2> <p class="f4 my-3"> Distributed Task Queue (development branch) </p> <div class="my-3 d-flex flex-items-center"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link flex-shrink-0 mr-2"> <path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path> </svg> <span class="flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a title="https://docs.celeryq.dev" role="link" target="_blank" rel="noopener noreferrer nofollow" class="text-bold" href="https://docs.celeryq.dev">docs.celeryq.dev</a> </span> </div> <h3 class="sr-only">Topics</h3> <div class="my-3"> <div class="f6"> <a href="/topics/python" title="Topic: python" data-view-component="true" class="topic-tag topic-tag-link"> python </a> <a href="/topics/redis" title="Topic: redis" data-view-component="true" class="topic-tag topic-tag-link"> redis </a> <a href="/topics/amqp" title="Topic: amqp" data-view-component="true" class="topic-tag topic-tag-link"> amqp </a> <a href="/topics/python-library" title="Topic: python-library" data-view-component="true" class="topic-tag topic-tag-link"> python-library </a> <a href="/topics/sqs" title="Topic: sqs" data-view-component="true" class="topic-tag topic-tag-link"> sqs </a> <a href="/topics/python3" title="Topic: python3" data-view-component="true" class="topic-tag topic-tag-link"> python3 </a> <a href="/topics/task-runner" title="Topic: task-runner" data-view-component="true" class="topic-tag topic-tag-link"> task-runner </a> <a href="/topics/sqs-queue" title="Topic: sqs-queue" data-view-component="true" class="topic-tag topic-tag-link"> sqs-queue </a> <a href="/topics/task-manager" title="Topic: task-manager" data-view-component="true" class="topic-tag topic-tag-link"> task-manager </a> <a href="/topics/task-scheduler" title="Topic: task-scheduler" data-view-component="true" class="topic-tag topic-tag-link"> task-scheduler </a> <a href="/topics/redis-queue" title="Topic: redis-queue" data-view-component="true" class="topic-tag topic-tag-link"> redis-queue </a> <a href="/topics/queued-jobs" title="Topic: queued-jobs" data-view-component="true" class="topic-tag topic-tag-link"> queued-jobs </a> <a href="/topics/queue-workers" title="Topic: queue-workers" data-view-component="true" class="topic-tag topic-tag-link"> queue-workers </a> <a href="/topics/queue-tasks" title="Topic: queue-tasks" data-view-component="true" class="topic-tag topic-tag-link"> queue-tasks </a> </div> </div> <h3 class="sr-only">Resources</h3> <div class="mt-2"> <a class="Link--muted" data-analytics-event="{"category":"Repository Overview","action":"click","label":"location:sidebar;file:readme"}" href="#readme-ov-file"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-book mr-2"> <path d="M0 1.75A.75.75 0 0 1 .75 1h4.253c1.227 0 2.317.59 3 1.501A3.743 3.743 0 0 1 11.006 1h4.245a.75.75 0 0 1 .75.75v10.5a.75.75 0 0 1-.75.75h-4.507a2.25 2.25 0 0 0-1.591.659l-.622.621a.75.75 0 0 1-1.06 0l-.622-.621A2.25 2.25 0 0 0 5.258 13H.75a.75.75 0 0 1-.75-.75Zm7.251 10.324.004-5.073-.002-2.253A2.25 2.25 0 0 0 5.003 2.5H1.5v9h3.757a3.75 3.75 0 0 1 1.994.574ZM8.755 4.75l-.004 7.322a3.752 3.752 0 0 1 1.992-.572H14.5v-9h-3.495a2.25 2.25 0 0 0-2.25 2.25Z"></path> </svg> Readme </a> </div> <h3 class="sr-only">License</h3> <div class="mt-2"> <a href="#License-1-ov-file" class="Link--muted" data-analytics-event="{"category":"Repository Overview","action":"click","label":"location:sidebar;file:license"}" > <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-law mr-2"> <path d="M8.75.75V2h.985c.304 0 .603.08.867.231l1.29.736c.038.022.08.033.124.033h2.234a.75.75 0 0 1 0 1.5h-.427l2.111 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.006.005-.01.01-.045.04c-.21.176-.441.327-.686.45C14.556 10.78 13.88 11 13 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L12.178 4.5h-.162c-.305 0-.604-.079-.868-.231l-1.29-.736a.245.245 0 0 0-.124-.033H8.75V13h2.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1 0-1.5h2.5V3.5h-.984a.245.245 0 0 0-.124.033l-1.289.737c-.265.15-.564.23-.869.23h-.162l2.112 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.016.015-.045.04c-.21.176-.441.327-.686.45C4.556 10.78 3.88 11 3 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L2.178 4.5H1.75a.75.75 0 0 1 0-1.5h2.234a.249.249 0 0 0 .125-.033l1.288-.737c.265-.15.564-.23.869-.23h.984V.75a.75.75 0 0 1 1.5 0Zm2.945 8.477c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L13 6.327Zm-10 0c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L3 6.327Z"></path> </svg> View license </a> </div> <h3 class="sr-only">Security policy</h3> <div class="mt-2"> <a href="#security-ov-file" class="Link--muted" data-analytics-event="{"category":"Repository Overview","action":"click","label":"location:sidebar;file:security policy"}" > <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-law mr-2"> <path d="M8.75.75V2h.985c.304 0 .603.08.867.231l1.29.736c.038.022.08.033.124.033h2.234a.75.75 0 0 1 0 1.5h-.427l2.111 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.006.005-.01.01-.045.04c-.21.176-.441.327-.686.45C14.556 10.78 13.88 11 13 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L12.178 4.5h-.162c-.305 0-.604-.079-.868-.231l-1.29-.736a.245.245 0 0 0-.124-.033H8.75V13h2.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1 0-1.5h2.5V3.5h-.984a.245.245 0 0 0-.124.033l-1.289.737c-.265.15-.564.23-.869.23h-.162l2.112 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.016.015-.045.04c-.21.176-.441.327-.686.45C4.556 10.78 3.88 11 3 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L2.178 4.5H1.75a.75.75 0 0 1 0-1.5h2.234a.249.249 0 0 0 .125-.033l1.288-.737c.265-.15.564-.23.869-.23h.984V.75a.75.75 0 0 1 1.5 0Zm2.945 8.477c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L13 6.327Zm-10 0c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L3 6.327Z"></path> </svg> Security policy </a> </div> <include-fragment src="/celery/celery/hovercards/citation/sidebar_partial?tree_name=main"> </include-fragment> <div class="mt-2"> <a href="/celery/celery/activity" data-view-component="true" class="Link Link--muted"><svg text="gray" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-pulse mr-2"> <path d="M6 2c.306 0 .582.187.696.471L10 10.731l1.304-3.26A.751.751 0 0 1 12 7h3.25a.75.75 0 0 1 0 1.5h-2.742l-1.812 4.528a.751.751 0 0 1-1.392 0L6 4.77 4.696 8.03A.75.75 0 0 1 4 8.5H.75a.75.75 0 0 1 0-1.5h2.742l1.812-4.529A.751.751 0 0 1 6 2Z"></path> </svg> <span class="color-fg-muted">Activity</span></a> </div> <div class="mt-2"> <a href="/celery/celery/custom-properties" data-view-component="true" class="Link Link--muted"><svg text="gray" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-note mr-2"> <path d="M0 3.75C0 2.784.784 2 1.75 2h12.5c.966 0 1.75.784 1.75 1.75v8.5A1.75 1.75 0 0 1 14.25 14H1.75A1.75 1.75 0 0 1 0 12.25Zm1.75-.25a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-8.5a.25.25 0 0 0-.25-.25ZM3.5 6.25a.75.75 0 0 1 .75-.75h7a.75.75 0 0 1 0 1.5h-7a.75.75 0 0 1-.75-.75Zm.75 2.25h4a.75.75 0 0 1 0 1.5h-4a.75.75 0 0 1 0-1.5Z"></path> </svg> <span class="color-fg-muted">Custom properties</span></a> </div> <h3 class="sr-only">Stars</h3> <div class="mt-2"> <a href="/celery/celery/stargazers" data-view-component="true" class="Link Link--muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg> <strong>25.6k</strong> stars</a> </div> <h3 class="sr-only">Watchers</h3> <div class="mt-2"> <a href="/celery/celery/watchers" data-view-component="true" class="Link Link--muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-eye mr-2"> <path d="M8 2c1.981 0 3.671.992 4.933 2.078 1.27 1.091 2.187 2.345 2.637 3.023a1.62 1.62 0 0 1 0 1.798c-.45.678-1.367 1.932-2.637 3.023C11.67 13.008 9.981 14 8 14c-1.981 0-3.671-.992-4.933-2.078C1.797 10.83.88 9.576.43 8.898a1.62 1.62 0 0 1 0-1.798c.45-.677 1.367-1.931 2.637-3.022C4.33 2.992 6.019 2 8 2ZM1.679 7.932a.12.12 0 0 0 0 .136c.411.622 1.241 1.75 2.366 2.717C5.176 11.758 6.527 12.5 8 12.5c1.473 0 2.825-.742 3.955-1.715 1.124-.967 1.954-2.096 2.366-2.717a.12.12 0 0 0 0-.136c-.412-.621-1.242-1.75-2.366-2.717C10.824 4.242 9.473 3.5 8 3.5c-1.473 0-2.825.742-3.955 1.715-1.124.967-1.954 2.096-2.366 2.717ZM8 10a2 2 0 1 1-.001-3.999A2 2 0 0 1 8 10Z"></path> </svg> <strong>469</strong> watching</a> </div> <h3 class="sr-only">Forks</h3> <div class="mt-2"> <a href="/celery/celery/forks" data-view-component="true" class="Link Link--muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo-forked mr-2"> <path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z"></path> </svg> <strong>4.7k</strong> forks</a> </div> <div class="mt-2"> <a class="Link--muted" href="/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcelery%2Fcelery&report=celery+%28user%29"> Report repository </a> </div> </div> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame"> <a href="/celery/celery/releases" data-view-component="true" class="Link--primary no-underline Link">Releases <span title="56" data-view-component="true" class="Counter">56</span></a></h2> <a class="Link--primary d-flex no-underline" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" href="/celery/celery/releases/tag/v5.4.0"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-tag flex-shrink-0 mt-1 color-fg-success"> <path d="M1 7.775V2.75C1 1.784 1.784 1 2.75 1h5.025c.464 0 .91.184 1.238.513l6.25 6.25a1.75 1.75 0 0 1 0 2.474l-5.026 5.026a1.75 1.75 0 0 1-2.474 0l-6.25-6.25A1.752 1.752 0 0 1 1 7.775Zm1.5 0c0 .066.026.13.073.177l6.25 6.25a.25.25 0 0 0 .354 0l5.025-5.025a.25.25 0 0 0 0-.354l-6.25-6.25a.25.25 0 0 0-.177-.073H2.75a.25.25 0 0 0-.25.25ZM6 5a1 1 0 1 1 0 2 1 1 0 0 1 0-2Z"></path> </svg> <div class="ml-2 min-width-0"> <div class="d-flex"> <span class="css-truncate css-truncate-target text-bold mr-2" style="max-width: none;">v5.4.0</span> <span title="Label: Latest" data-view-component="true" class="Label Label--success flex-shrink-0"> Latest </span> </div> <div class="text-small color-fg-muted"><relative-time datetime="2024-04-17T20:32:41Z" class="no-wrap">Apr 17, 2024</relative-time></div> </div> </a> <div data-view-component="true" class="mt-3"> <a text="small" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" href="/celery/celery/releases" data-view-component="true" class="Link">+ 55 releases</a></div> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3">Sponsor this project</h2> <include-fragment src="/celery/celery/sponsors_list?block_button=false&current_repository=celery" aria-busy="true" aria-label="Loading sponsorable links"> <ul class="list-style-none"> <li class="mb-2 d-flex"> <div class="Skeleton avatar avatar-user mr-2" style="width:32px;height:32px;"></div> <div class="Skeleton Skeleton--text flex-1 flex-self-center f4"> </div> </li> </ul> </include-fragment> <ul class="list-style-none"> <li class="mb-2 d-flex"> <span class="mr-2 d-flex flex-items-center flex-justify-center" style="min-width:32px;height:32px;"> <img width="32" height="32" class="octicon rounded-2 d-block" alt="open_collective" src="https://github.githubassets.com/assets/open_collective-0a706523753d.svg" /> </span> <span class="flex-self-center flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a target="_blank" data-ga-click="Dashboard, click, Nav menu - item:org-profile context:organization" data-hydro-click="{"event_type":"sponsors.repo_funding_links_link_click","payload":{"platform":{"platform_type":"OPEN_COLLECTIVE","platform_url":"https://opencollective.com/celery"},"platforms":[{"platform_type":"GITHUB","platform_url":"https://github.com/celery"},{"platform_type":"OPEN_COLLECTIVE","platform_url":"https://opencollective.com/celery"},{"platform_type":"TIDELIFT","platform_url":"https://tidelift.com/funding/github/pypi/celery"}],"repo_id":184460,"owner_id":319983,"user_id":null,"originating_url":"https://github.com/celery/celery"}}" data-hydro-click-hmac="8c3b241b9bd917fa0104dd191e87367d5e1bf5158395a276eabcc7be042322c9" href="https://opencollective.com/celery"><span>opencollective.com/<strong>celery</strong></span></a> </span> </li> <li class="mb-2 d-flex"> <span class="mr-2 d-flex flex-items-center flex-justify-center" style="min-width:32px;height:32px;"> <img width="32" height="32" class="octicon rounded-2 d-block" alt="tidelift" src="https://github.githubassets.com/assets/tidelift-8cea37dea8fc.svg" /> </span> <span class="flex-self-center flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a target="_blank" data-ga-click="Dashboard, click, Nav menu - item:org-profile context:organization" data-hydro-click="{"event_type":"sponsors.repo_funding_links_link_click","payload":{"platform":{"platform_type":"TIDELIFT","platform_url":"https://tidelift.com/funding/github/pypi/celery"},"platforms":[{"platform_type":"GITHUB","platform_url":"https://github.com/celery"},{"platform_type":"OPEN_COLLECTIVE","platform_url":"https://opencollective.com/celery"},{"platform_type":"TIDELIFT","platform_url":"https://tidelift.com/funding/github/pypi/celery"}],"repo_id":184460,"owner_id":319983,"user_id":null,"originating_url":"https://github.com/celery/celery"}}" data-hydro-click-hmac="215192670bb4951925160a963be594bb2bb7eaff091132951dfc8bc7759400b2" href="https://tidelift.com/funding/github/pypi/celery"><span>tidelift.com/funding/github/<strong>pypi/celery</strong></span></a> </span> </li> </ul> <div class="text-small mt-3"> <a href="/sponsors">Learn more about GitHub Sponsors</a> </div> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3"> <a href="/orgs/celery/packages?repo_name=celery" data-view-component="true" class="Link--primary no-underline Link d-flex flex-items-center">Packages <span title="0" hidden="hidden" data-view-component="true" class="Counter ml-1">0</span></a></h2> <div class="text-small color-fg-muted" > No packages published <br> </div> </div> </div> <div class="BorderGrid-row" > <div class="BorderGrid-cell"> <h2 class="h4 mb-3"> <a href="/celery/celery/network/dependents" data-view-component="true" class="Link--primary no-underline Link">Used by <span title="157,344" data-view-component="true" class="Counter">157k</span></a> </h2> <a class="d-flex flex-items-center" href="/celery/celery/network/dependents"> <ul class="hx_flex-avatar-stack list-style-none min-width-0"> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/40607345?s=64&v=4" width="32" height="32" alt="@Gabrielms-1" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/6713431?s=64&v=4" width="32" height="32" alt="@tpynio" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/87369959?s=64&v=4" width="32" height="32" alt="@Omkie-111" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/41856039?s=64&v=4" width="32" height="32" alt="@RajatRBhat" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar" src="https://avatars.githubusercontent.com/u/175755078?s=64&v=4" width="32" height="32" alt="@antesq" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/105797566?s=64&v=4" width="32" height="32" alt="@AdithyaDipu" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/75433928?s=64&v=4" width="32" height="32" alt="@Haile-08" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/117556933?s=64&v=4" width="32" height="32" alt="@shaileshkaliya" /> </li> </ul> <span class="px-2 text-bold text-small no-wrap"> + 157,336 </span> </a> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3"> <a href="/celery/celery/graphs/contributors" data-view-component="true" class="Link--primary no-underline Link d-flex flex-items-center">Contributors <span title="1,173" data-view-component="true" class="Counter ml-1">1,173</span></a></h2> <ul class="list-style-none d-flex flex-wrap mb-n2"> <li class="mb-2 mr-2" > <a href="https://github.com/ask" class="" data-hovercard-type="user" data-hovercard-url="/users/ask/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" > <img src="https://avatars.githubusercontent.com/u/1558?s=64&v=4" alt="@ask" size="32" height="32" width="32" data-view-component="true" class="avatar circle" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/auvipy" class="" data-hovercard-type="user" data-hovercard-url="/users/auvipy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" > <img src="https://avatars.githubusercontent.com/u/6212603?s=64&v=4" alt="@auvipy" size="32" height="32" width="32" data-view-component="true" class="avatar circle" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/Nusnus" class="" data-hovercard-type="user" data-hovercard-url="/users/Nusnus/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" > <img src="https://avatars.githubusercontent.com/u/4662342?s=64&v=4" alt="@Nusnus" size="32" height="32" width="32" data-view-component="true" class="avatar circle" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/apps/pre-commit-ci" class="" > <img src="https://avatars.githubusercontent.com/in/68672?s=64&v=4" alt="@pre-commit-ci[bot]" size="32" height="32" width="32" data-view-component="true" class="avatar" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/mher" class="" data-hovercard-type="user" data-hovercard-url="/users/mher/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" > <img src="https://avatars.githubusercontent.com/u/691049?s=64&v=4" alt="@mher" size="32" height="32" width="32" data-view-component="true" class="avatar circle" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/maybe-sybr" class="" data-hovercard-type="user" data-hovercard-url="/users/maybe-sybr/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" > <img src="https://avatars.githubusercontent.com/u/58414429?s=64&v=4" alt="@maybe-sybr" size="32" height="32" width="32" data-view-component="true" class="avatar circle" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/pyup-bot" class="" data-hovercard-type="user" data-hovercard-url="/users/pyup-bot/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" > <img src="https://avatars.githubusercontent.com/u/16239342?s=64&v=4" alt="@pyup-bot" size="32" height="32" width="32" data-view-component="true" class="avatar circle" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/mchataigner" class="" data-hovercard-type="user" data-hovercard-url="/users/mchataigner/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" > <img src="https://avatars.githubusercontent.com/u/2926444?s=64&v=4" alt="@mchataigner" size="32" height="32" width="32" data-view-component="true" class="avatar circle" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/ionelmc" class="" data-hovercard-type="user" data-hovercard-url="/users/ionelmc/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" > <img src="https://avatars.githubusercontent.com/u/129501?s=64&v=4" alt="@ionelmc" size="32" height="32" width="32" data-view-component="true" class="avatar circle" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/apps/dependabot" class="" > <img src="https://avatars.githubusercontent.com/in/29110?s=64&v=4" alt="@dependabot[bot]" size="32" height="32" width="32" data-view-component="true" class="avatar" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/piotrmaslanka" class="" data-hovercard-type="user" data-hovercard-url="/users/piotrmaslanka/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" > <img src="https://avatars.githubusercontent.com/u/103189?s=64&v=4" alt="@piotrmaslanka" size="32" height="32" width="32" data-view-component="true" class="avatar circle" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/naomielst" class="" data-hovercard-type="user" data-hovercard-url="/users/naomielst/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" > <img src="https://avatars.githubusercontent.com/u/19687643?s=64&v=4" alt="@naomielst" size="32" height="32" width="32" data-view-component="true" class="avatar circle" /> </a> </li> <li class="mb-2 mr-2" > <a href="https://github.com/nvie" class="" data-hovercard-type="user" data-hovercard-url="/users/nvie/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" > <img src="https://avatars.githubusercontent.com/u/83844?s=64&v=4" alt="@nvie" size="32" height="32" width="32" data-view-component="true" class="avatar circle" /> </a> </li> </ul> <div data-view-component="true" class="mt-3"> <a text="small" href="/celery/celery/graphs/contributors" data-view-component="true" class="Link--inTextBlock Link">+ 1,159 contributors</a></div> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3">Languages</h2> <div class="mb-2"> <span data-view-component="true" class="Progress"> <span style="background-color:#3572A5 !important;;width: 98.5%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> <span style="background-color:#ededed !important;;width: 1.5%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> </span></div> <ul class="list-style-none"> <li class="d-inline"> <a class="d-inline-flex flex-items-center flex-nowrap Link--secondary no-underline text-small mr-3" href="/celery/celery/search?l=python" 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