I want to know if it's possible to get an Amazon ECR container URI for a specific image programmatically (using AWS CLI or Python). For example, if I need the URL for the latest linear-learner
(built-in model) image for the eu-central-1
region.
Expected result:
664544806723.dkr.ecr.eu-central-1.amazonaws.com/linear-learner:latest
EDIT: I have found the solution with get_image_uri
. It looks like this function will be depreceated and I don't know how to use ImageURIProvider
instead.
We can use the function get_image_uri
:
from sagemaker.amazon.amazon_estimator import get_image_uri
region = boto3.Session().region_name
#or region = 'eu-central-1'
get_image_uri(region_name=region,
repo_name='linear-learner',
repo_version='latest')
Output:
664544806723.dkr.ecr.eu-central-1.amazonaws.com/linear-learner:latest
Warning:
'get_image_uri' method will be deprecated in favor of 'ImageURIProvider' class in SageMaker Python SDK v2.
It looks like this function will be deprecated and I can't find how to use ImageURIProvider
instead.
The newer versions of SageMaker SDK have a more centralized API for getting the URIs:
import sagemaker
sagemaker.image_uris.retrieve("linear-learner", "eu-central-1")
which gives the expected result:
664544806723.dkr.ecr.eu-central-1.amazonaws.com/linear-learner:1
from sagemaker import image_uris container = sagemaker.image_uris.retrieve("linear-learner", boto3.Session().region_name)
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