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Feature: service registry about fuseml HOT 2 CLOSED

fuseml avatar fuseml commented on May 22, 2024
Feature: service registry

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Comments (2)

stefannica avatar stefannica commented on May 22, 2024

Implementation variants, based on the online discussion we just had, related to how "services" are created and deleted, together with their associated k8s resources:

  1. the "service" descriptor is provided as an extra output of the same container that creates the KFServing resource (e.g. a yaml file) and the workflow engine extracts that somehow and publishes the "service" in the store
  2. use the k8s operator created by Flavio as the back-end that stores and manages "services" and model everything on top of it
  3. reuse the same container that creates the KFServing resources to handle the deleting (and updating) operations. Execute it from the "service" store back-end the same as we execute it from the pipeline every time a delete operation is required
  4. run a standalone service (or just standalone component in fuseml core) that is responsible not just for
    storing "service" entries, but also for interacting with the "back-end" KFserving / seldon core etc. solution to create/delete/update concrete applications

alternative combining 1+3: update the container that creates the KFServing resources to also call the FuseML API and register the "service" and its k8s resources. The "service" store is responsible for deleting them.

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jsuchome avatar jsuchome commented on May 22, 2024

I believe this is done now.

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