AutoMLException Class

Exception with an additional field specifying what type of error it is.

Construct a new AutoMLException.

Inheritance

azureml._common.exceptions.AzureMLException

AutoMLException

Constructor

AutoMLException(exception_message: str = '', target: str | None = None, details: List[str] | None = None, message_format: str | None = None, message_parameters: Dict[str, str] | None = None, reference_code: str | None = None, has_pii: bool = True, azureml_error: AzureMLError | None = None, inner_exception: BaseException | None = None)

Parameters

Name	Description
exception_message Required	str A message describing the error.
target	str The name of the element that caused the exception to be thrown. Default value: None
details	list(str) Any additional information for the error, such as other error responses or stack traces. Default value: None
message_format	str Un-formatted version of the exception_message with no variable substitution. Default value: None
message_parameters	<xref:Dictionary>[str, str] Value substitutions corresponding to the contents of message_format Default value: None
reference_code	str Indicator of the module or code where the failure occurred Default value: None
has_pii	bool Boolean representing whether the Exception message has any PII information. Default value: True
azureml_error	Default value: None
inner_exception	Default value: None

Methods

create_without_pii	Create an exception that is tagged as not containing PII.
from_exception	Convert an arbitrary exception to this exception type. The resulting exception is marked as containing PII.
get_pii_free_exception_msg_format
pii_free_msg	Fallback message to use for situations where printing PII-containing information is inappropriate.
with_generic_msg	Attach a generic error message that will be used in telemetry if this exception contains PII.

create_without_pii

Create an exception that is tagged as not containing PII.

create_without_pii(msg: str = '', target: str | None = None, reference_code: str | None = None) -> ExceptionT

Parameters

Name	Description
cls Required	Class of type :class: azureml.automl.core.exceptions.AutoMLException
msg Required	optional message to use instead of the original exception message
target	optional string pointing to the target of the exception Default value: None
reference_code	Indicator of the module or code where the failure occurred Default value: None

from_exception

Convert an arbitrary exception to this exception type. The resulting exception is marked as containing PII.

from_exception(e: BaseException, msg: str | None = None, target: str | None = None, reference_code: str | None = None, has_pii: bool = True) -> AutoMLException

Parameters

Name	Description
cls Required	Class of type :class: azureml.automl.core.exceptions.AutoMLException
e Required	the original exception object
msg	optional message to use instead of the original exception message Default value: None
target	optional string pointing to the target of the exception Default value: None
reference_code	Indicator of the module or code where the failure occurred Default value: None
has_pii	whether this exception contains PII or not Default value: True

Returns

Type	Description
	a new exception of this type, preserving the original stack trace

get_pii_free_exception_msg_format

get_pii_free_exception_msg_format() -> str

pii_free_msg

Fallback message to use for situations where printing PII-containing information is inappropriate.

pii_free_msg(scrubbed: bool = True) -> str

Parameters

Name	Description
scrubbed	If true, return a generic '[Hidden as it may contain PII]' as a fallback, else an empty string Default value: True

Returns

Type	Description
	Log safe message for logging in telemetry

with_generic_msg

Attach a generic error message that will be used in telemetry if this exception contains PII.

with_generic_msg(msg: str) -> ExceptionT

Parameters

Name	Description
msg Required	the generic message to use

Returns

Type	Description
	this object

Attributes

error_code

Get the error code for this exception.

error_type

Get the root error type for this exception.

has_pii

Check whether this exception's message contains PII or not.

message_format

Get a log safe exception message, if any.

target

Name of the element that caused the exception to be thrown.