Thanks for making this UI friendly option to search Airflow operators, available for all to use, Kaxil!
Warm Regards, Srabasti Banerjee On Wed, Mar 25, 2026 at 1:22β―AM Amogh Desai <[email protected]> wrote: > Ha! Good to see the missing things handled! > > > Thanks & Regards, > Amogh Desai > > > On Tue, Mar 24, 2026 at 10:15β―PM Ferruzzi, Dennis <[email protected]> > wrote: > > > > Just saw this @Ferruzzi, Dennis<mailto:[email protected]> : > > https://github.com/apache/airflow/pull/64009 -- Nice > > > > I only caught it because of your project, so back at you π > > > > - βferruzzi > > ________________________________ > > From: Jarek Potiuk <[email protected]> > > Sent: Tuesday, March 24, 2026 2:52 AM > > To: [email protected] <[email protected]> > > Cc: Ferruzzi, Dennis <[email protected]> > > Subject: RE: [EXT] [ANNOUNCE] Apache Airflow Registry β searchable > catalog > > of all providers and modules > > > > > > CAUTION: This email originated from outside of the organization. Do not > > click links or open attachments unless you can confirm the sender and > know > > the content is safe. > > > > > > AVERTISSEMENT: Ce courrier Γ©lectronique provient dβun expΓ©diteur externe. > > Ne cliquez sur aucun lien et nβouvrez aucune piΓ¨ce jointe si vous ne > pouvez > > pas confirmer lβidentitΓ© de lβexpΓ©diteur et si vous nβΓͺtes pas certain > que > > le contenu ne prΓ©sente aucun risque. > > > > Just saw this @Ferruzzi, Dennis <[email protected]> : > > https://github.com/apache/airflow/pull/64009 -- Nice > > > > > Yep. This is what inspired me to make sure it won't happen again ;) > > > > 2 claude prompts away we had the PR :) > > > > On Tue, Mar 24, 2026 at 9:43β―AM Kaxil Naik <[email protected]<mailto: > > [email protected]>> wrote: > > Just saw this @Ferruzzi, Dennis <[email protected]> : > > https://github.com/apache/airflow/pull/64009 -- Nice > > > > On Tue, 24 Mar 2026 at 08:39, Jarek Potiuk <[email protected]<mailto: > > [email protected]>> wrote: > > > > > > LocalK8s Executor we shouldnβt imo since we now have hybrid Exec/ > > > I considered it, yes, but I looked it up and we also have > > > CeleryKubernetesExecutor (which is available for providers to use in > > > Airflow 2). They raise exception when you use them in Airflow 3. > > > > > > I think it's still fine to show them until we support Airflow 2 (maybe > we > > > should add a description to clearly state that they are Airflow 2 - > > only). > > > I think we should only drop those when we drop Airflow 2 support - > > > yes HybridExecutors were there since 2.10 - but I can't remember if > > there > > > were any breaking changes or serious flaws. As far as I remember we > made > > > Hybrid Executors default (and the only) version only in Airflow 3? > > > > > > I think there is a good reason we still keep them and we want to > > > communicate about them until Airflow 2 support is dropped. We could > also > > > drop them earlier - but IMHO they should be dropped from code and from > > > .yaml at the same time. > > > > > > J. > > > > > > > > > On Tue, Mar 24, 2026 at 9:22β―AM Kaxil Naik <[email protected] > <mailto: > > [email protected]>> wrote: > > > > > > > LocalK8s Executor we shouldnβt imo since we now have hybrid Exec > > > > > > > > On Tue, 24 Mar 2026 at 08:21, Kaxil Naik <[email protected] > <mailto: > > [email protected]>> wrote: > > > > > > > > > Exactly the kind of thing Registry will bubble up on various > > > > > inconsistencies. > > > > > > > > > > Our markers for Connection types were inconsistent too, which have > > been > > > > > fixed since then. > > > > > > > > > > > > > > > > > > > > On Tue, 24 Mar 2026 at 00:42, Jarek Potiuk <[email protected] > <mailto: > > [email protected]>> wrote: > > > > > > > > > >> > I suspect we actually have more. I looked through it on Friday > > and > > > > >> noticed several Amazon items missing which I have since added to > the > > > > >> provider yaml. It makes me wonder how many are missing in other > > > > packages. > > > > >> > > > > >> WE we have a prek hook that checked those for consistency.. But it > > did > > > > not > > > > >> have notifiers and executors (when we added those we have not > added > > > > >> validation) > > > > >> > > > > >> PR here: https://github.com/apache/airflow/pull/64127 > > > > >> > > > > >> > > > > >> > > > βββββββββββββ¬βββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββββ > > > > >> β Type β Discovered β Status > > > β > > > > >> > > > βββββββββββββΌβββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββ€ > > > > >> β Operators β 936 β All OK > > > β > > > > >> > > > βββββββββββββΌβββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββ€ > > > > >> β Hooks β 307 β All OK > > > β > > > > >> > > > βββββββββββββΌβββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββ€ > > > > >> β Triggers β 155 β All OK > > > β > > > > >> > > > βββββββββββββΌβββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββ€ > > > > >> β Sensors β 152 β All OK > > > β > > > > >> > > > βββββββββββββΌβββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββ€ > > > > >> β Notifiers β 13 β All OK (aliases properly deduped) > > > β > > > > >> > > > βββββββββββββΌβββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββ€ > > > > >> β Executors β 8 β 7 OK, 1 MISSING > > > (LocalKubernetesExecutor) β > > > > >> > > > βββββββββββββΌβββββββββββββΌββββββββββββββββββββββββββββββββββββββββββββ€ > > > > >> β Total β 1,571 β 1 error > > > β > > > > >> > > > βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββ > > > > >> > > > > >> I've added the LocalKubernetesExecutor since. > > > > >> > > > > >> J, > > > > >> > > > > >> > > > > >> On Mon, Mar 23, 2026 at 8:57β―PM Ferruzzi, Dennis < > > [email protected]<mailto:[email protected]> > > > > > > > > >> wrote: > > > > >> > > > > >> > > I was playing around the registry and I noticed we have > 848(!!!) > > > > >> > operators! > > > > >> > > > > > >> > I suspect we actually have more. I looked through it on Friday > > and > > > > >> > noticed several Amazon items missing which I have since added to > > the > > > > >> > provider yaml. It makes me wonder how many are missing in other > > > > >> packages. > > > > >> > ________________________________ > > > > >> > From: Amogh Desai <[email protected]<mailto: > > [email protected]>> > > > > >> > Sent: Sunday, March 22, 2026 10:51 PM > > > > >> > To: [email protected]<mailto:[email protected]> < > > [email protected]<mailto:[email protected]>> > > > > >> > Subject: RE: [EXT] [ANNOUNCE] Apache Airflow Registry β > searchable > > > > >> catalog > > > > >> > of all providers and modules > > > > >> > > > > > >> > CAUTION: This email originated from outside of the organization. > > Do > > > > not > > > > >> > click links or open attachments unless you can confirm the > sender > > > and > > > > >> know > > > > >> > the content is safe. > > > > >> > > > > > >> > > > > > >> > > > > > >> > AVERTISSEMENT: Ce courrier Γ©lectronique provient dβun expΓ©diteur > > > > >> externe. > > > > >> > Ne cliquez sur aucun lien et nβouvrez aucune piΓ¨ce jointe si > vous > > ne > > > > >> pouvez > > > > >> > pas confirmer lβidentitΓ© de lβexpΓ©diteur et si vous nβΓͺtes pas > > > certain > > > > >> que > > > > >> > le contenu ne prΓ©sente aucun risque. > > > > >> > > > > > >> > > > > > >> > > > > > >> > This is really amazing, Kaxil. > > > > >> > > > > > >> > I was playing around the registry and I noticed we have 848(!!!) > > > > >> operators! > > > > >> > Wow! > > > > >> > > > > > >> > Thanks & Regards, > > > > >> > Amogh Desai > > > > >> > > > > > >> > > > > > >> > On Fri, Mar 20, 2026 at 11:36β―AM Shahar Epstein < > > [email protected]<mailto:[email protected]>> > > > > >> wrote: > > > > >> > > > > > >> > > Great work Kaxil! Well done :) > > > > >> > > > > > > >> > > > > > > >> > > Shahar > > > > >> > > > > > > >> > > On Thu, Mar 19, 2026, 22:25 Kaxil Naik <[email protected] > > <mailto:[email protected]>> > > > wrote: > > > > >> > > > > > > >> > > > Hi everyone, > > > > >> > > > > > > > >> > > > We just launched the Apache Airflow Registry: > > > > >> > > > > > > > >> > > > https://airflow.apache.org/registry/ > > > > >> > > > > > > > >> > > > It's a searchable catalog of every official Airflow provider > > and > > > > >> module > > > > >> > > > β 98 providers, 1,602 modules (operators, hooks, sensors, > > > > triggers, > > > > >> > > > transfers, secrets backends, executors, and more) covering > > 125+ > > > > >> > > > integrations. Collectively these providers see 329M+ monthly > > > PyPI > > > > >> > > > downloads. > > > > >> > > > > > > > >> > > > Features: > > > > >> > > > > > > > >> > > > - Instant search (Cmd+K / Ctrl+K) across all providers and > > > > modules, > > > > >> > > > with results grouped by type > > > > >> > > > > > > > >> > > > - Dedicated provider pages with install commands, version > > > > selector, > > > > >> > > > extras, compatibility info, connection types, and full > > module > > > > >> > listings > > > > >> > > > > > > > >> > > > - Connection builder β select a connection type, fill in the > > > > fields, > > > > >> > > > and get the connection string in URI, JSON, or Env Var > > format > > > > >> > > > > > > > >> > > > - JSON API β all registry data is available as structured > > JSON. > > > An > > > > >> API > > > > >> > > > Explorer lets you browse endpoints interactively. This > makes > > > the > > > > >> > > > registry accessible to IDE extensions, AI coding > assistants, > > > and > > > > >> > > > automation tools: > > > > >> > > > https://airflow.apache.org/registry/api-explorer/ > > > > >> > > > > > > > >> > > > - Full dark/light theme support > > > > >> > > > > > > > >> > > > The registry lives at airflow.apache.org< > > http://airflow.apache.org>, is built from the > > > > >> registry/ > > > > >> > > > directory in the main Airflow repo [1], and updates > > > automatically > > > > >> when > > > > >> > > > new provider versions are published to PyPI. > > > > >> > > > > > > > >> > > > Thanks to Astronomer for building and maintaining the > > Astronomer > > > > >> > > > Registry for years β it proved the value of a searchable > > > provider > > > > >> > > > catalog and directly shaped this community-owned version. > > > > >> > > > > > > > >> > > > What's next: > > > > >> > > > - Third-party provider support (community-built providers > > > > alongside > > > > >> > > > official ones) > > > > >> > > > - Richer module pages with full parameter docs and usage > > > examples > > > > >> > > > > > > > >> > > > Blog post with screenshots and details: > > > > >> > > > https://airflow.apache.org/blog/airflow-registry/ > > > > >> > > > > > > > >> > > > Feedback, bug reports, and feature requests welcome on > GitHub > > > [2] > > > > or > > > > >> > > > on this list. > > > > >> > > > > > > > >> > > > [1] https://github.com/apache/airflow/tree/main/registry > > > > >> > > > [2] https://github.com/apache/airflow/issues > > > > >> > > > > > > > >> > > > Regards, > > > > >> > > > Kaxil > > > > >> > > > > > > > >> > > > > > > >> > > > > > >> > > > > > > > > > > > > > > >
