def is_environment_built(environ: Environment) -> bool:
"""
Checks if the environment is already built in Azure Machine Learning
and stored in a container registry
"""
env_img_details = environ.get_image_details(WS)
return env_img_details['imageExistsInRegistry']
def parse_image_details(environ: Environment) -> dict:
"""
Pull out the image name and registry details from the environment object
Since the docker.login method expects 'registry' instead of 'address', rename 'address' to 'registry'
"""
docker_details = environ.get_image_details(WS)['dockerImage']
return {
"img_name": docker_details['name'],
"registry_details": {
"registry" if k == 'address' else k: v
for k, v in docker_details['registry'].items()
}
}
