How to tag a sagemaker pipeline or any type of sagemaker job to a project in sagemaker studio?

Question

I have a sagemaker pipeline and have manually created a sagemaker project in studio. I want to tag that pipeline to the project. It is mentioned in aws documentation that we can add tags to the pipeline for adding it to a domain. But I want to add the pipeline to specific project inside the domain. I want to do it manually and not via code commit.

Answer 1

Found the way to achieve the same. We have to add domain name and project name in the pipeline tags like shown below:

pipeline = Pipeline(
    name='pipeline-test',
    steps=[processing_step, training_step],
    sagemaker_session=sm_session
)


tag_domain = {'Key': 'sagemaker:domain-arn', 'Value': '---'}
tag_project = {'Key': 'sagemaker:project-id', 'Value': '---'}
tag_project_name = {'Key': 'sagemaker:project-name', 'Value': '--'}

pipeline.upsert(role_arn=sm_role, tags = [tag_domain, tag_project, tag_project_name])
execution = pipeline.start()