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Fixed sagemaker either (#15156)

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Onkar Ravgan 2024-02-13 10:17:30 +05:30 committed by GitHub
parent 75eb54a0c8
commit 3cc074ba5a
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1 changed files with 20 additions and 8 deletions
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28
ingestion/src/metadata/ingestion/source/mlmodel/sagemaker/metadata.py
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@ -24,6 +24,9 @@ from metadata.generated.schema.entity.data.mlmodel import (
from metadata.generated.schema.entity.services.connections.mlmodel.sageMakerConnection import (
SageMakerConnection,
)
from metadata.generated.schema.entity.services.ingestionPipelines.status import (
StackTraceError,
)
from metadata.generated.schema.metadataIngestion.workflow import (
Source as WorkflowSource,
)
@ -128,14 +131,23 @@ class SagemakerSource(MlModelServiceSource):
"""
Prepare the Request model
"""
mlmodel_request = CreateMlModelRequest(
name=model.name,
algorithm=self._get_algorithm(), # Setting this to a constant
mlStore=self._get_ml_store(model.name),
service=self.context.mlmodel_service,
)
yield mlmodel_request
self.register_record(mlmodel_request=mlmodel_request)
try:
mlmodel_request = CreateMlModelRequest(
name=model.name,
algorithm=self._get_algorithm(), # Setting this to a constant
mlStore=self._get_ml_store(model.name),
service=self.context.mlmodel_service,
)
yield Either(right=mlmodel_request)
self.register_record(mlmodel_request=mlmodel_request)
except Exception as exc: # pylint: disable=broad-except
yield Either(
left=StackTraceError(
name=model.name,
error=f"Error creating mlmodel: {exc}",
stackTrace=traceback.format_exc(),
)
)
def _get_ml_store( # pylint: disable=arguments-differ
self,