Hi Taylor, Yes, I know that this RBAC feature would be released within the 1.10 release.
# About multi-user support But Why not deploy one instance of Airflow per user ? ( With this feature, don’t you think that the Airflow is to be more likely as a platform to serve more different users. Also multi-user case would exhaust the Airflow resource more easily if we are talking the scalability capability of Airflow. # About multi-project support You could see the “project” concept is some kind of logical group of the DAGs to let the DAGs be organized more structural. I can’t see it will beat the “scalability” of Airflow somehow, it just let the user experience be more friendly I see. So that is why I want to use the “multi-user support” case to argue why suggest using multi-instance for “multi-project”, since that I think the “multi-user” support is kindly of pushing the Airflow in the way of “be more scalable”, but “multi-project” just be more intuitive and more user-experience friendly. Thanks, Song On 26/04/2018, 4:50 AM, "Taylor Edmiston" <tedmis...@gmail.com> wrote: Something else that might be relevant for your multi-user use case is the new RBAC support that Joy Gao added. https://github.com/apache/incubator-airflow/pull/3015 *Taylor Edmiston* Blog <http://blog.tedmiston.com> | Stack Overflow CV <https://stackoverflow.com/story/taylor> | LinkedIn <https://www.linkedin.com/in/tedmiston/> | AngelList <https://angel.co/taylor> On Wed, Apr 25, 2018 at 3:04 PM, James Meickle <jmeic...@quantopian.com> wrote: > Another reason you would want separated infrastructure is that there are a > lot of ways to exhaust Airflow resources or otherwise cause contention - > like having too many sensors or sub-DAGs using up all available tasks. > > Doesn't seem like a great idea to push for having different teams with > co-tenancy until there is also per-team control over resource use... > > On Tue, Apr 24, 2018 at 8:27 PM, 刘松(Cycle++开发组) <liuson...@megvii.com> > wrote: > > > It seems that all the current approach is pointing to multiple instance > of > > airflow, but project concept is very nature since one user might to > handle > > different type of tasks. > > > > Another thing about the multiple user support, one way is also to deploy > > multiple instance, but it seems that airflow is providing multiple user > > function builtin. > > > > So I can not be convinced that using multiple instance for multiple > > project purpose. > > > > Thanks, > > Song > > > > > > > > > > On Wed, Apr 25, 2018 at 4:25 AM +0800, "Ace Haidrey" < > acehaid...@gmail.com > > <mailto:acehaid...@gmail.com>> wrote: > > > > > > Looks neat Taylor! > > > > And regarding the original question, going off of what Maxime and Bolke > > said, at Pandora, it made more sense for us to have an instance per team > > since each team has its own system user for prod and the instance can run > > all processes as that user. Alternatively you could have a super user > that > > can sudo as those other system users, and have many teams on a single > > instance but that is a security concern (what if one team sudo's as the > > other team and accidentally overwrites data - there is nothing stopping > > them from doing it). It depends what your org set up is, but let me know > if > > there are any questions I can help with. > > > > Ace > > > > > > > On Apr 24, 2018, at 1:16 PM, Taylor Edmiston wrote: > > > > > > We use a similar approach like Bolke mentioned with running multiple > > > Airflow instances. > > > > > > I haven't read the Pandora article yet, but we have an Astronomer Open > > > Edition (fully open source) that bundles similar tools like Prometheus, > > > Grafana, Celery, etc with Airflow and a Docker Compose file if you're > > > looking to get a setup like that up and running quickly. > > > > > > https://github.com/astronomerio/astronomer/blob/ > master/examples/airflow- > > enterprise/docker-compose.yml > > > https://github.com/astronomerio/astronomer > > > > > > *Taylor Edmiston* > > > Blog | Stack Overflow CV > > > | LinkedIn > > > | AngelList > > > > > > > > > > > > On Tue, Apr 24, 2018 at 3:30 PM, Maxime Beauchemin < > > > maximebeauche...@gmail.com> wrote: > > > > > >> Related blog post about multi-tenant Airflow deployment out of > Pandora: > > >> https://engineering.pandora.com/apache-airflow-at-pandora- > 1d7a844d68ee > > >> > > >> On Tue, Apr 24, 2018 at 10:20 AM, Bolke de Bruin > > >> wrote: > > >> > > >>> My suggestion would be to deploy airflow per project. You could even > > use > > >>> airflow to manage your ci/cd pipeline. > > >>> > > >>> B. > > >>> > > >>> Sent from my iPhone > > >>> > > >>>> On 24 Apr 2018, at 18:33, Maxime Beauchemin < > > >> maximebeauche...@gmail.com> > > >>> wrote: > > >>>> > > >>>> People have been talking about namespacing DAGs in the past. I'd > > >>> recommend > > >>>> using tags (many to many) instead of categories/projects (one to > > many). > > >>>> > > >>>> It should be fairly easy to add this feature. One question is > whether > > >>> tags > > >>>> are defined as code or in the UI/db only. > > >>>> > > >>>> Max > > >>>> > > >>>>> On Tue, Apr 24, 2018 at 1:48 AM, Song Liu > > >> wrote: > > >>>>> > > >>>>> Hi, > > >>>>> > > >>>>> Basically the DAGs are created for a project purpose, so if I have > > >> many > > >>>>> different projects, will the Airflow support the Project concept > and > > >>>>> organize them separately ? > > >>>>> > > >>>>> Is this a known requirement or any plan for this already ? > > >>>>> > > >>>>> Thanks, > > >>>>> Song > > >>>>> > > >>> > > >> > > > > > > >