Extend Sagemaker permissions and fix typo

[noah-paige]

Feature or Bugfix

• Bugfix

Detail

• Add permissions for Sagemaker Spaces with no Tag Condition
  • There does not seem to be a way to create a space with tags in AWS SM Studio Console
• Fix typo in iam policy condition for tag value

Relates

Security

Please answer the questions below briefly where applicable, or write N/A. Based on
OWASP 10.

• Does this PR introduce or modify any input fields or queries - this includes
  fetching data from storage outside the application (e.g. a database, an S3 bucket)?
  • Is the input sanitized?
  • What precautions are you taking before deserializing the data you consume?
  • Is injection prevented by parametrizing queries?
  • Have you ensured no eval or similar functions are used?
• Does this PR introduce any functionality or component that requires authorization?
  • How have you ensured it respects the existing AuthN/AuthZ mechanisms?
  • Are you logging failed auth attempts?
• Are you using or adding any cryptographic features?
  • Do you use a standard proven implementations?
  • Are the used keys controlled by the customer? Where are they stored?
• Are you introducing any new policies/roles/users?
  • Have you used the least-privilege principle? How?

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

[noah-paige]

Tested changes reflected on update to environment + added permissions to spaces resolves errors starting, stopping, deleting a JupyterLab Space via Studio Console UI

[dlpzx]

You are right, according to the docs it is not possible to use tags on the space for the updateSpace action. But for the rest of actions yes. So maybe we can open just updateSpace to all spaces and leave the rest with the tag condition.

With just this block, launch, run space and stop space work fine

        {
            "Action": "sagemaker:UpdateSpace",
            "Resource": [
                "arn:aws:sagemaker:eu-west-1:1111111:space/*"
            ],
            "Effect": "Allow"
        },