CODEWITHSUNDEEP
amazon-sagemakermlops
Harita
Harita

Reputation: 26

How do we create a SageMaker pipeline using AWS CloudFormation?

I have tried using the AWS::SageMaker::Pipeline resource in CloudFormation.

I want to give a pipeline definition in JSON format in CloudFormation. But there aren't any documentation available for that. There is documentation only for a Python SDK pipeline definition.

How can I create an MLOps SageMaker pipeline using CloudFormation?

Upvotes: 1

Views: 1649

Answers (1)

Kirit Thadaka
Kirit Thadaka

Reputation: 537

This process is documented here.

You can either construct the pipeline definition using the SageMaker Python SDK or by writing the JSON definition directly. The SDK makes it easier to define a pipeline and get the JSON definition.

Once you have the definition in JSON, you can define the pipeline in CloudFormation as it is documented in the link above.

Upvotes: 1

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