What is the Issue?
In our current workflow using the script create_environments, there isn't an effective way to create a new AML environment from a pre-existing Docker image. This limits the reusability of environments and makes the process less efficient.
What would the solution look like?
I propose the addition of logic to the script that allows for the creation of an AML environment from a pre-existing Docker image. This functionality would streamline the process of creating new, similar environments, and improve the overall efficiency of our workflows.
Any alternative solutions?
Manually creating the AML environment from the Docker image is an alternative, but this approach isn't scalable and can be error-prone. Automating this process within the script would be significantly more efficient and reliable.
Resource and Related Links
create-an-environment-from-a-docker-image
What is the Issue?
In our current workflow using the script create_environments, there isn't an effective way to create a new AML environment from a pre-existing Docker image. This limits the reusability of environments and makes the process less efficient.
What would the solution look like?
I propose the addition of logic to the script that allows for the creation of an AML environment from a pre-existing Docker image. This functionality would streamline the process of creating new, similar environments, and improve the overall efficiency of our workflows.
Any alternative solutions?
Manually creating the AML environment from the Docker image is an alternative, but this approach isn't scalable and can be error-prone. Automating this process within the script would be significantly more efficient and reliable.
Resource and Related Links
create-an-environment-from-a-docker-image