* Create SageMaker EndpointConfig with CloudFormation
Implement attributes for SM Endpoint Configs with CloudFormation
Delete SM Endpoint Configs with CloudFormation
Update SM Endpoint Configs with CloudFormation
* Fix typos in SM CF Model update test and refactor helper function for CF stack outputs
* Fixup weird commas in SM CF Test Configs from using black
* Create SageMaker Endpoints with CloudFormation
* Fix typos in SM CF update tests
* Create a formal interface for SM Cloudformation test configurations
* Create SageMaker Models with CloudFormation
* Utilize six for adding metaclass to TestConfig
* Update SM backend to return Model objects instead of response objects
* Create SageMaker Notebook Instance Lifecycle Configs with CloudFormation
Implement attributes for SM Notebook Instance Lifecycle Config in CloudFormation
Delete SM Notebook Instance Lifecycle Configs with CloudFormation
Update SM Notebook Instance Lifecycle Configs with CloudFormation
Also fixed error in create_from method where the properties where not
being referenced when setting OnCreate and OnStart.
Factor out template for SM Notebook Lifecycle Config CF tests
* Refactor SM CloudFormation create tests to use pytest.mark.parametrize
* Refactor SM CloudFormation get_attr tests to use pytest.mark.parametrize
Also update the NotebookInstance template function to use Name and Arn
for the output IDs so that the parametrization is easier.
* Refactor SM CloudFormation delete tests to use pytest.mark.parametrize
* Create SageMaker Notebook Instances with CloudFormation
* Implement attributes for SageMaker notebook instance in Cloudformation
* Delete SageMaker Notebook Instances with CloudFormation
* Update SageMaker Notebook Instances with CloudFormation
* Factor out template into function for SageMaker notebook instance tests
* Notebook Lifecycle Config create, describe and delete
* PR3417 comment changes: raise on create with duplicate name, derive a ValidationException class and use it instead of RESTException, unit test for delete non-existing.
Co-authored-by: Joseph Weitekamp <jweite@amazon.com>
* First failing test, and enough framework to run it.
* Rudimentary passing test.
* Sagemaker Notebook Support, take-1: create, describe, start, stop, delete.
* Added list_tags.
* Merged in model support from https://github.com/porthunt/moto/tree/sagemaker-support.
* Re-org'd
* Fixed up describe_model exception when no matching model.
* Segregated tests by Sagemaker entity. Model arn check by regex..
* Python2 compabitility changes.
* Added sagemaker to list of known backends. Corrected urls.
* Added sagemaker special case to moto.server.infer_service_region_host due to irregular url format (use of 'api' subdomain) to support server mode.
* Changes for PR 3105 comments of July 10, 2020
* PR3105 July 10, 2020, 8:55 AM EDT comment: dropped unnecessary re-addition of arn when formulating model list response.
* PR 3105 July 15, 2020 9:10 AM EDT Comment: clean-up SageMakerModelBackend.describe_models logic for finding the model in the dict.
* Optimized imports
Co-authored-by: Joseph Weitekamp <jweite@amazon.com>
