Skip to content

ModelBuilder.register does not generate a repack step with a pipeline session in V3 but does in V2 #5828

@mjost5v

Description

@mjost5v

PySDK Version

  • PySDK V2 (2.x)
  • [ X] PySDK V3 (3.x)

Describe the bug
ModelBuilder.register does not generate a repack step with a pipeline session in V3 but does in V2

To reproduce
A clear, step-by-step set of instructions to reproduce the bug.
The provided code need to be complete and runnable, if additional data is needed, please include them in the issue.

model_builder = ModelBuilder(
        image_uri=image_uri,
        s3_model_data_url=data_url,
        source_code=SourceCode(
            entry_script="infer.py",
            source_dir=s3_script_archive,
        ),
        role_arn=role,
        sagemaker_session=pipeline_session,
        env_vars={"SAGEMAKER_DEFAULT_INVOCATIONS_ACCEPT": "application/json"},
    )
...
step_register = ModelStep(
    name="RegisterModel",
    step_args=model_builder.register(
        content_types=["application/jsonlines"],
        response_types=["application/json"],
        inference_instances=[inference_instance_type],
        transform_instances=[inference_instance_type],
        model_package_group_name=model_package_group_name,
        approval_status="Approved",
    )
)

Expected behavior
A clear and concise description of what you expected to happen.
In V2, the model was repacked with the code present. In V3, the model is not, leaving the model unable to be repacked

Screenshots or logs
If applicable, add screenshots or logs to help explain your problem.

System information
A description of your system. Please provide:

  • SageMaker Python SDK version: 2
  • Framework name (eg. PyTorch) or algorithm (eg. KMeans): ScikitLearn
  • Framework version: 1.4.2
  • Python version: 3.11
  • CPU or GPU: CPU
  • Custom Docker image (Y/N): N

Additional context
Add any other context about the problem here.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions