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Apr 4, 2025
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documentation: update ModelStep data dependency info #5120

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24 changes: 21 additions & 3 deletions doc/amazon_sagemaker_model_building_pipeline.rst
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Original file line number Diff line number Diff line change
Expand Up @@ -408,21 +408,39 @@ Example:
step_args=step_args_register_model,
)
CreateModelStep
ModelStep
````````````````
Referable Property List:

- `DescribeModel`_

OR
- `DescribeModelPackage`_

.. _DescribeModel: https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeModel.html#API_DescribeModel_ResponseSyntax
.. _DescribeModelPackage: https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeModelPackage.html#API_DescribeModelPackage_ResponseSyntax

Example:

For model creation usecase:

.. code-block:: python
step_model = CreateModelStep(...)
model_data = step_model.PrimaryContainer.ModelDataUrl
create_model_step = ModelStep(
name="MyModelCreationStep",
step_args = model.create(...)
)
model_data = create_model_step.properties.PrimaryContainer.ModelDataUrl
For model registration usercase:

.. code-block:: python
register_model_step = ModelStep(
name="MyModelRegistrationStep",
step_args=model.register(...)
)
approval_status=register_model_step.properties.ModelApprovalStatus
LambdaStep
`````````````
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