Multi tenant centralized MLMD

[casassg]

Related issues #2506 #2516

Currently TFX doesn't namespace by user on MLMD. This makes it difficult to run a centralize MLMD instance across pipelines as queries get slower with time (not filterable by user), creates issues with type system per pipeline, etc.

It would be nice to add a namespace system in MLMD and TFX to avoid issues running pipelines in parallel and talking to a central MLMD instance.

Creating this issue to track related work and to see if we can have a discussion around this.

[kwlzn]

@ruoyu90 is this (MLMD namespacing) something you all are thinking about yet on the TFX side?

[singhniraj08]

@casassg,

Are you still looking for a resolution? We are planning on prioritising the issues based on the community interests. Please let us know if this issue still persists with the latest TFX 1.13 release so that we can work on fixing it. Thank you for your contributions.

[github-actions]

This issue has been marked stale because it has no recent activity since 7 days. It will be closed if no further activity occurs. Thank you.

[github-actions]

This issue was closed due to lack of activity after being marked stale for past 7 days.