sagemaker.core.remote_function.errors

sagemaker.core.remote_function.errors#

Definitions for reomote job errors and error handling

Functions

handle_error(error, sagemaker_session, ...)

Handle all exceptions raised during remote function execution.

Exceptions

`DeserializationError`(message)	Raised when errors encountered during deserialization of remote function objects
`RemoteFunctionError`(message)	The base exception class for remote function exceptions
`SerializationError`(message)	Raised when errors encountered during serialization of remote function objects
`ServiceError`(message)	Raised when errors encountered during interaction with SageMaker, S3 service APIs

exception sagemaker.core.remote_function.errors.DeserializationError(message)[source]#

Raised when errors encountered during deserialization of remote function objects

exception sagemaker.core.remote_function.errors.RemoteFunctionError(message)[source]#

Bases: Exception

The base exception class for remote function exceptions

exception sagemaker.core.remote_function.errors.SerializationError(message)[source]#

Raised when errors encountered during serialization of remote function objects

exception sagemaker.core.remote_function.errors.ServiceError(message)[source]#

Raised when errors encountered during interaction with SageMaker, S3 service APIs

sagemaker.core.remote_function.errors.handle_error(error, sagemaker_session, s3_base_uri, s3_kms_key) → int[source]#

Handle all exceptions raised during remote function execution.

Parameters:

error (Exception) – The error to be handled.
sagemaker_session (sagemaker.core.helper.session.Session) – The underlying Boto3 session which AWS service calls are delegated to.
s3_base_uri (str) – S3 root uri to which resulting serialized exception will be uploaded.
s3_kms_key (str) – KMS key used to encrypt artifacts uploaded to S3.