langtest.transform.clinical.ClinicalTestFactory#

class ClinicalTestFactory(data_handler: List[Sample], tests: Dict | None = None, **kwargs)#

Bases: ITests

Factory class for the clinical tests

__init__(data_handler: List[Sample], tests: Dict | None = None, **kwargs) → None#

Initializes the ClinicalTestFactory

Methods

__init__(data_handler[, tests])	Initializes the ClinicalTestFactory
available_tests()	Returns the empty dict, no clinical tests
run(sample_list, model, **kwargs)	Runs the specified tests on the given data and returns a list of results.
transform()	Nothing to use transform for no longer to generating testcases.

Attributes

alias_name
supported_tasks

classmethod available_tests() → Dict[str, BaseClincial | ClinicalTestFactory]#

Returns the empty dict, no clinical tests

Returns:

Empty dict, no clinical tests

Return type:

Dict[str, str]

classmethod run(sample_list: Dict[str, List[Sample]], model: ModelAPI, **kwargs) → List[Sample]#

Runs the specified tests on the given data and returns a list of results.

Parameters:

• sample_list (Dict[str, List[Sample]]) – A dictionary mapping test scenario names to a list of Sample objects.

• model (ModelAPI) – A ModelAPI object representing the model to be tested.

Returns:

A list of Sample objects with the test results.

Return type:

List[Sample]

transform() → List[Sample]#

Nothing to use transform for no longer to generating testcases.

Returns:

Empty list