Package: edu-airflow
Apache AirflowNOTE: The transition from 1.8.0 (or before) to 1.8.1 (or after) requires uninstalling Apache Airflow before installing the new version. The package name was changed fromairflowtoapache-airflowas of version 1.8.1.Apache Airflow (or simply Airflow) is a platform to programmatically author, schedule, and monitor workflows.When workflows are defined as code, they become more maintainable,
versionable, testable, and collaborative.Use Airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The Airflow scheduler executes your tasks on an array of workers while following the specified dependencies. Rich command line utilities make performing complex surgeries on DAGs a snap. The rich user interface makes it easy to visualize pipelines running in production, monitor progress, and troubleshoot issues when needed.Table of contentsGetting startedBeyond the HorizonPrinciplesUser InterfaceContributingWho uses Airflow?Who Maintains Apache Airflow?LinksGetting startedPlease visit the Airflow Platform documentation (lateststablerelease) for help withinstalling Airflow, getting aquick start, or a more completetutorial.Documentation of GitHub master (latest development branch):ReadTheDocs DocumentationFor further information, please visit theAirflow Wiki.Beyond the HorizonAirflowis nota data streaming solution. Tasks do not move data from
one to the other (though tasks can exchange metadata!). Airflow is not
in theSpark StreamingorStormspace, it is more comparable toOozieorAzkaban.Workflows are expected to be mostly static or slowly changing. You can think
of the structure of the tasks in your workflow as slightly more dynamic
than a database structure would be. Airflow workflows are expected to look
similar from a run to the next, this allows for clarity around
unit of work and continuity.PrinciplesDynamic:  Airflow pipelines are configuration as code (Python), allowing for dynamic pipeline generation. This allows for writing code that instantiates pipelines dynamically.Extensible:  Easily define your own operators, executors and extend the library so that it fits the level of abstraction that suits your environment.Elegant:  Airflow pipelines are lean and explicit. Parameterizing your scripts is built into the core of Airflow using the powerfulJinjatemplating engine.Scalable:  Airflow has a modular architecture and uses a message queue to orchestrate an arbitrary number of workers.User InterfaceDAGs: Overview of all DAGs in your environment.Tree View: Tree representation of a DAG that spans across time.Graph View: Visualization of a DAG's dependencies and their current status for a specific run.Task Duration: Total time spent on different tasks over time.Gantt View: Duration and overlap of a DAG.Code View:  Quick way to view source code of a DAG.ContributingWant to help build Apache Airflow? Check out ourcontributing documentation.Who uses Airflow?As the Apache Airflow community grows, we'd like to keep track of who is using
the platform. Please send a PR with your company name and @githubhandle
if you may.Committers:Refer toCommittersCurrentlyofficiallyusing Airflow:AdBOOST[AdBOOST]Agari[@r39132]Airbnb[@mistercrunch,@artwr]Airtel[@harishbisht]Alan[@charles-go]allegro.pl[@kretes]AltX[@pedromduarte]Apigee[@btallman]ARGO Labs[California Data Collaborative]Astronomer[@schnie,@andscoop,@tedmiston,@benjamingregory]Auth0[@sicarul]Away[@trunsky]Azri Solutions[@userimack]BalanceHero[@swalloow]Banco de Formaturas[@guiligan]BandwidthX[@dineshdsharma]BellhopsBelugaDB[@fabio-nukui&@joao-sallaberry&@lucianoviola&@tmatuki]BlaBlaCar[@puckel&@wmorin]Bloc[@dpaola2]Blue Yonder[@blue-yonder]BlueApron[@jasonjho&@matthewdavidhauser]Bluecore[@JLDLaughlin]Boda Telecom Suite - CE[@erssebaggala,@bodastage]Bodastage Solutions[@erssebaggala,@bodastage]Bonnier Broadcasting[@wileeam]BounceX[@JoshFerge,@hudsonrio,@ronniekritou]California Data Collaborativepowered byARGO LabsCarbonite[@ajbosco]Celect[@superdosh&@chadcelect]Change.org[@change,@vijaykramesh]Checkr[@tongboh]Children's Hospital of Philadelphia Division of Genomic Diagnostics[@genomics-geek]Cinimex DataLab[@kdubovikov]City of San Diego[@MrMaksimize,@andrell81&@arnaudvedy]Clairvoyant@shekharvClover Health[@gwax&@vansivallab]Chartboost[@cgelman&@dclubb]ContaAzul[@bern4rdelli,@renanleme&@sabino]Cotap[@maraca&@richardchew]Craig@WorkCredit Karma[@preete-dixit-ck&@harish-gaggar-ck&@greg-finley-ck]CreditCards.com[@vmAggies&@jay-wallaby]Creditas[@dcassiano]Custom Ink[@david-dalisay,@dmartin11&@mpeteuil]Data Reply[@kaxil]DataFox[@sudowork]Digital First Media[@duffn&@mschmo&@seanmuth]DocuTAP[@jshvrsn&@lhvphan&@cloneluke]Dotmodus[@dannylee12]Drivy[@AntoineAugusti]Easy Taxi[@caique-lima&@WesleyBatista&@diraol]eRevalue[@hamedhsn]evo.company[@orhideous]FreshBooks[@DinoCow]Fundera[@andyxhadji]GameWisp[@tjbiii&@theryanwalls]Gentner Lab[@neuromusic]Glassdoor[@syvineckruyk]Global Fashion Group[@GFG]GovTech GDS[@chrissng&@datagovsg]Grand Rounds[@richddr,@timz1290,@wenever, &@runongirlrunon]Groupalia[@jesusfcr]Groupon[@stevencasey]Gusto[@frankhsu]Handshake[@mhickman]Handy[@marcintustin/@mtustin-handy]HBC Digital[@tmccartan&@dmateusp]HBO[@yiwang]Healthjump[@miscbits]HelloFresh[@tammymendt&@davidsbatista&@iuriinedostup]Holimetrix[@thibault-ketterer]HootsuiteHostnfly[@CyrilLeMat&@pierrechopin&@alexisrosuel]HotelQuickly[@zinuzoid]IFTTT[@apurvajoshi]iHeartRadio[@yiwang]imgix[@dclubb]INGIntercom[@fox&@paulvic]Investorise[@svenvarkel]JamppJobTeaser[@stefani75&@knil-sama]Kalibrr[@charlesverdad]Karmic[@hyw]Kiwi.com[@underyx]Kogan.com[@geeknam]Lemann Foundation[@fernandosjp]LendUp[@lendup]LetsBonus[@jesusfcr&@OpringaoDoTurno]liligo[@tromika]LingoChamp[@haitaoyao]Lucid[@jbrownlucid&@kkourtchikov]Lumos Labs[@rfroetscher&@zzztimbo]Lyft[@SaurabhBajaj]M4U[@msantino]Madrone[@mbreining&@scotthb]Markovian[@al-xv,@skogsbaeck,@waltherg]Mercadoni[@demorenoc]Mercari[@yu-iskw]MFG LabsMiNODES[@dice89,@diazcelsa]Multiply[@nrhvyc]mytaxi[@mytaxi]NerdwalletNew Relic[@marcweil]Newzoo[@newzoo-nexus]Nextdoor[@SivaPandeti,@zshapiro&@jthomas123]OdysseyPrime[@davideberdin]OfferUpOneFineStay[@slangwald]Open Knowledge International@vitorbaptistaOverstock[@mhousley&@mct0006]Pandora Media[@Acehaidrey&@wolfier]PAYMILL[@paymill&@matthiashuschle]PayPal[@r39132&@jhsenjaliya]Pernod-Ricard[@romain-nio]Plaid[@plaid,@AustinBGibbons&@jeeyoungk]Playbuzz[@clintonboys&@dbn]PMC[@andrewm4894]Postmates[@syeoryn]Pronto Tools[@zkan&@mesodiar]PubNub[@jzucker2]Qplum[@manti]Quantopian[@eronarn]Qubole[@msumit]Quizlet[@quizlet]QuoraREA GroupReddit[@reddit]Robinhood[@vineet-rh]Scaleway[@kdeldycke]Sense360[@kamilmroczek]Shopkick[@shopkick]Sidecar[@getsidecar]SimilarWeb[@similarweb]SmartNews[@takus]SocialCops[@vinayak-mehta&@sharky93]Spotahome[@spotahome]Spotify[@znichols]StackspaceStripe[@jbalogh]Tails.com[@alanmcruickshank]Thinking Machines[@marksteve]Thinknear[@d3cay1,@ccson, &@ababian]Thumbtack[@natekupp]TictailTile[@ranjanmanish]Tokopedia@topedmariaTwine Labs[@ivorpeles]Twitter[@aoen]T2 Systems[@unclaimedpants]Ubisoft[@Walkoss]United Airlines[@ilopezfr]Upsight[@dhuang]Vente-Exclusive.com[@alexvanboxel]Vevo[@csetiawan&@jerrygillespie]Vnomics[@lpalum]WePay[@criccomini&@mtagle]WeTransfer[@jochem]Whistle Labs[@ananya77041]WiseBanyanWoogaXero[@yan9yu]XoomYahoo!Yieldr[@ggeorgiadis]Zapier[@drknexus&@statwonk]Zego[@ruimffl]ZendeskZenly[@cerisier&@jbdalido]Zymergen99[@fbenevides,@gustavoamigo&@mmmaia]Who Maintains Apache Airflow?Airflow is the work of thecommunity,
but thecore committers/maintainersare responsible for reviewing and merging PRs as well as steering conversation around new feature requests.
If you would like to become a maintainer, please review the Apache Airflowcommitter requirements.LinksDocumentationChatMore