The current AWS identity is not a role for sagemaker?

Question

I am getting error when i call get_execution_role() from sagemaker in python. I have attached the error for the same.

I have added the SagemakerFullAccess Policy to

Answer 1

I struggled with this for a while and there are a few different pieces but I believe these are the steps to solve (according to this doc)

You must add a role to your aws config file. Go to terminal and enter:

~/.aws/config

Add your own profile

[profile marketingadmin]
role_arn = arn:aws:iam::123456789012:role/marketingadmin
source_profile = default

Then Edit Trust Relationships in the AWS Dashboard:

add this and update:

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Effect": "Allow",
      "Principal": {
        "Service": "sagemaker.amazonaws.com",
        "AWS": "arn:aws:iam::XXXXXXX:user/YOURUSERNAME"
      },
      "Action": "sts:AssumeRole"
    }
  ]
}

Lastly, I clicked the link that says

Give this link to users who can switch roles in the console

After adding my credentials - it worked.