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Change: Accept model_data as dictionary in the model deploy #4276

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Dec 12, 2023
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18 changes: 10 additions & 8 deletions src/sagemaker/model.py
Original file line number Diff line number Diff line change
Expand Up @@ -866,16 +866,10 @@ def _create_sagemaker_model(
# _base_name, model_name are not needed under PipelineSession.
# the model_data may be Pipeline variable
# which may break the _base_name generation
model_uri = None
if isinstance(self.model_data, (str, PipelineVariable)):
model_uri = self.model_data
elif isinstance(self.model_data, dict):
model_uri = self.model_data.get("S3DataSource", {}).get("S3Uri", None)

self._ensure_base_name_if_needed(
image_uri=container_def["Image"],
script_uri=self.source_dir,
model_uri=model_uri,
model_uri=self._get_model_uri(),
)
self._set_model_name_if_needed()

Expand Down Expand Up @@ -912,6 +906,14 @@ def _create_sagemaker_model(
)
self.sagemaker_session.create_model(**create_model_args)

def _get_model_uri(self):
model_uri = None
if isinstance(self.model_data, (str, PipelineVariable)):
model_uri = self.model_data
elif isinstance(self.model_data, dict):
model_uri = self.model_data.get("S3DataSource", {}).get("S3Uri", None)
return model_uri

def _ensure_base_name_if_needed(self, image_uri, script_uri, model_uri):
"""Create a base name from the image URI if there is no model name provided.

Expand Down Expand Up @@ -1496,7 +1498,7 @@ def deploy(
self._ensure_base_name_if_needed(
image_uri=self.image_uri,
script_uri=self.source_dir,
model_uri=self.model_data,
model_uri=self._get_model_uri(),
)
if self._base_name is not None:
self._base_name = "-".join((self._base_name, compiled_model_suffix))
Expand Down
30 changes: 30 additions & 0 deletions tests/unit/sagemaker/model/test_model.py
Original file line number Diff line number Diff line change
Expand Up @@ -1307,3 +1307,33 @@ def test_package_for_edge_with_sagemaker_config_injection(sagemaker_session):
role=SAGEMAKER_CONFIG_EDGE_PACKAGING_JOB["SageMaker"]["EdgePackagingJob"]["RoleArn"],
tags=None,
)


def test_model_source(
sagemaker_session,
):
model = Model(
entry_point=ENTRY_POINT_INFERENCE,
role=ROLE,
sagemaker_session=sagemaker_session,
image_uri=IMAGE_URI,
model_data={
"S3DataSource": {
"S3Uri": "s3://tmybuckaet",
"S3DataType": "S3Prefix",
"CompressionType": "None",
}
},
)

assert model._get_model_uri() == "s3://tmybuckaet"

model_1 = Model(
entry_point=ENTRY_POINT_INFERENCE,
role=ROLE,
sagemaker_session=sagemaker_session,
image_uri=IMAGE_URI,
model_data="s3://tmybuckaet",
)

assert model_1._get_model_uri() == "s3://tmybuckaet"