exceptions Module
Exceptions thrown by AutoML.
Classes
| AllLabelsMissingException |
Exception related to input data missing all labels. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| ArgumentException |
Exception related to invalid user config. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| AutoMLEnsembleException |
Exception for AutoML ensembling related errors. Create an AutoMLEnsemble exception. |
| AutoMLException |
Exception with an additional field specifying what type of error it is. Construct a new AutoMLException. |
| BadArgumentException |
An exception related to data validation. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| CacheException |
Exception related to cache store operations. Construct a new CacheException. |
| CacheStoreCorruptedException |
Exception related to corrupted cache store. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| ClientException |
Exception related to client. Construct a new ClientException. |
| ConfigException |
Exception related to invalid user config. |
| ConflictingTimeoutException |
An exception indicating that both run_invocation_timeout and experiment_timeout_hours were incorrectly passed. Construct a new ConflictingTimeoutException. |
| DataErrorException |
Exception related to errors seen while processing data at training or inference time. Construct a new DataErrorException. |
| DataException |
Exception related to data validations. Construct a new DataException. |
| DataFormatException |
Exception related to input data not being in the expected format. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| DataSamplesSizeException |
Exception related to X and y having different number of samples. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| DataprepException |
Exceptions related to Dataprep. Construct a new ClientException. |
| DeleteFileException |
Exceptions related to file cleanup. Construct a new DeleteFileException. |
| DiskSpaceUnavailableException |
Exception related to insufficient disk space. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| EmptyDataException |
Exception related to the input data is empty. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| ErrorTypes |
Possible types of errors. |
| FeaturizationOffException |
Exception related to featurization not being enabled. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| FitException |
Exception related to fit in external pipelines, models, and transformers. Construct a new FitException. |
| InsufficientDataException |
An exception related to insufficient input data. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| InvalidArgumentException |
Exception related to arguments that were not expected by a component. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| InvalidDataTypeException |
Exception related to the input data type is invalid. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| InvalidOperationException |
Exception raised when an attempt is made to perform an illegal operation. |
| InvalidTypeException |
Exception raised when when an argument is expected to be of one type, but is actually something else. |
| InvalidValueException |
Exception raised when an argument is expected to have a non-null (or an accepted) value, but is actually null (or something else). |
| JasmineServiceException |
Exception related to the class of errors by Jasmine. Construct a new JasmineServiceException. |
| LabelMissingException |
Exception related to label missing from input data. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| MalformedValueException |
An exception related to data validation. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| ManagedEnvironmentCorruptedException |
An exception raised when managed environment has issues with package dependencies. Construct a new ManagedEnvironmentCorruptedException. |
| MemorylimitException |
Exception to raise when memory exceeded. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| MissingArgumentException |
An exception related to missing required argument. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| MissingValueException |
An exception related to data validation. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| OnnxConvertException |
Exception related to ONNX convert. Construct a new ClientException. |
| OptionalDependencyMissingException |
An exception raised when an a soft dependency is missing. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| OutOfBoundDataException |
An exception related to infinity input data. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| OutOfRangeException |
An exception related to value out of range. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| PipelineRunException |
Exception for pipeline run related errors. Create a PipelineRunException exception. |
| PredictionException |
Exception related to prediction in external pipelines and transformers. Construct a new PredictionException. |
| RawDataSnapshotException |
Exception related to capturing the raw data snapshot to be used at the inference time. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| ResourceException |
Exception related to insufficient resources on the user compute. Construct a new ResourceException. |
| RunStateChangeException |
Exception related to failing to change the state of the run. Construct a new RunStateChangeException. |
| ScenarioNotSupportedException |
An exception related to scenario not supported. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| ServiceException |
Exception related to JOS. Construct a new ServiceException. |
| TransformException |
Exception related to transform in external pipelines and transformers. Construct a new TransformException. |
| UnhashableEntryException |
An exception related to unhashable entry in the input data. Dev Note: This is Deprecated, and will shortly be removed. Please use one of the other exceptions. |
| UntrainedModelException |
UntrainedModelException. Create a UntrainedModelException. |
| UserException |
Exception related to user error. Construct a new UserException. |
| ValidationException |
An exception representing errors caught when validating inputs. |