exceptions Module
Contains exception module in Azure Machine Learning SDKv2.
This includes enums and classes for exceptions.
Classes
| AssetException |
Class for all exceptions related to Assets. |
| AssetPathException |
Class for the exception raised when an attempt is made to update the path of an existing asset. Asset paths are immutable. |
| CannotSetAttributeError |
Exception raised when a user try setting attributes of inputs/outputs. |
| CloudArtifactsNotSupportedError |
Exception raised when remote cloud artifacts are used with local endpoints. Local endpoints only support local artifacts. |
| ComponentException |
Class for all exceptions related to Components. |
| DeploymentException |
Class for all exceptions related to Deployments. |
| DockerEngineNotAvailableError |
Exception raised when local Docker Engine is unavailable for local operation. |
| EmptyDirectoryError |
Exception raised when an empty directory is provided as input for an I/O operation. |
| ErrorCategory | |
| ErrorTarget | |
| InvalidLocalEndpointError |
Exception raised when local endpoint is invalid. |
| InvalidVSCodeRequestError |
Exception raised when VS Code Debug is invoked with a remote endpoint. VSCode debug is only supported for local endpoints. |
| JobException |
Class for all exceptions related to Jobs. |
| JobParsingError |
Exception that the job data returned by MFE cannot be parsed. |
| KeywordError |
Super class of all type keyword error. |
| LocalDeploymentGPUNotAvailable |
Exception raised when local_enable_gpu is set and Nvidia GPU is not available. |
| LocalEndpointImageBuildError |
Exception raised when local endpoint's Docker image build is unsuccessful. |
| LocalEndpointInFailedStateError |
Exception raised when local endpoint is in Failed state. |
| LocalEndpointNotFoundError |
Exception raised if local endpoint cannot be found. |
| MissingPositionalArgsError |
Exception raised when missing positional keyword parameter in dynamic functions. |
| MlException |
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. |
| ModelException |
Class for all exceptions related to Models. |
| MultipleLocalDeploymentsFoundError |
Exception raised when no deployment name is specified for local endpoint even though multiple deployments exist. |
| MultipleValueError |
Exception raised when giving multiple value of a keyword parameter in dynamic functions. |
| ParamValueNotExistsError |
Exception raised when items in non_pipeline_inputs not in keyword parameters in dynamic functions. |
| PipelineChildJobError |
Exception that the pipeline child job is not supported. |
| RequiredLocalArtifactsNotFoundError |
Exception raised when local artifact is not provided for local endpoint. |
| ScheduleException |
Class for all exceptions related to Job Schedules. |
| TooManyPositionalArgsError |
Exception raised when too many positional arguments is provided in dynamic functions. |
| UnexpectedAttributeError |
Exception raised when an unexpected keyword is invoked by attribute, e.g. inputs.invalid_key. |
| UnexpectedKeywordError |
Exception raised when an unexpected keyword parameter is provided in dynamic functions. |
| UnsupportedOperationError |
Exception raised when specified operation is not supported. |
| UnsupportedParameterKindError |
Exception raised when a user try setting attributes of inputs/outputs. |
| UserErrorException |
Exception raised when invalid or unsupported inputs are provided. |
| VSCodeCommandNotFound |
Exception raised when VSCode instance cannot be instantiated. |
| ValidationException |
Class for all exceptions raised as part of client-side schema validation. |
Enums
| ValidationErrorType |
Error types to be specified when using ValidationException class. Types are then used in raise_error.py to format a detailed error message for users. When using ValidationException, specify the type that best describes the nature of the error being captured. If no type fits, add a new enum here and update raise_error.py to handle it. Types of validation errors:
|
