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Allow predictor base images to be overridden in API configuration #900

@deliahu

Description

@deliahu

Motivation

  • Different APIs may benefit from having different base images
  • Allow rolling updates when updating the base image

Design

Add a top-level key under predictor image

- name: iris-classifier predictor: type: python path: predictor.py image: ecr/dockerhub link 
  • image defaults to cortex default images if user doesn't specify key
  • validate that the image path, check access to image (prioritize DockerHub, we may be able to add ECR later)

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