MlException Class

The base class for all exceptions raised in AzureML SDK code base. If there is a need to define a custom exception type, that custom exception type should extend from this class.

Inheritance

AzureError

MlException

Constructor

MlException(message: str, no_personal_data_message: str, *args, target: ErrorTarget = 'Unknown', error_category: ErrorCategory = 'Unknown', **kwargs)

Parameters

Name	Description
message Required	str A message describing the error. This is the error message the user will see.
no_personal_data_message Required	str The error message without any personal data. This will be pushed to telemetry logs.
target Required	ErrorTarget The name of the element that caused the exception to be thrown.
error_category Required	ErrorCategory The error category, defaults to Unknown.
error Required	Exception The original exception if any.

Keyword-Only Parameters

Name	Description
target	Default value: Unknown
error_category	Default value: Unknown

Methods

add_note	Exception.add_note(note) – add a note to the exception
raise_with_traceback	Raise the exception with the existing traceback. Deprecated since version 1.22.0: This method is deprecated as we don't support Python 2 anymore. Use raise/from instead.
with_traceback	Exception.with_traceback(tb) – set self.traceback to tb and return self.

add_note

Exception.add_note(note) – add a note to the exception

add_note()

raise_with_traceback

Raise the exception with the existing traceback.

Deprecated since version 1.22.0: This method is deprecated as we don't support Python 2 anymore. Use raise/from instead.

raise_with_traceback() -> None

with_traceback

Exception.with_traceback(tb) – set self.traceback to tb and return self.

with_traceback()

Attributes

args

error_category

Return the error category.

Returns

Type	Description
ErrorCategory	The error category.

no_personal_data_message

Return the error message with no personal data.

Returns

Type	Description
str	No personal data error message.

target

Return the error target.

Returns

Type	Description
ErrorTarget	The error target.