reagent.validators package

Submodules

reagent.validators.model_validator module

class reagent.validators.model_validator.ModelValidator

Bases: object

Base class for model validator. All validator should subclass from this so that they can be registered in the workflows.

REGISTRY = {}

REGISTRY_FROZEN = False

REGISTRY_NAME = 'ModelValidator'

abstract do_validate(training_output: reagent.workflow.types.RLTrainingOutput, result_history: Optional[List[reagent.workflow.types.RLTrainingOutput]] = None, input_table_spec: Optional[reagent.workflow.types.TableSpec] = None) → reagent.core.result_registries.ValidationResult

This method takes RLTrainingOutput so that it can extract anything it might need from it.

validate(training_output: reagent.workflow.types.RLTrainingOutput, result_history: Optional[List[reagent.workflow.types.RLTrainingOutput]] = None, input_table_spec: Optional[reagent.workflow.types.TableSpec] = None)

This method takes RLTrainingOutput so that it can extract anything it might need from it.

reagent.validators.no_validation module

class reagent.validators.no_validation.NoValidation

Bases: reagent.validators.model_validator.ModelValidator

This is an example of how to create a validator. This validator performs no validation. In your own validator, you would want to have validate() performs some validation.

do_validate(training_output: reagent.workflow.types.RLTrainingOutput, result_history: Optional[List[reagent.workflow.types.RLTrainingOutput]] = None, input_table_spec: Optional[reagent.workflow.types.TableSpec] = None) → reagent.core.result_types.NoValidationResults

This method takes RLTrainingOutput so that it can extract anything it might need from it.

reagent.validators.union module

class reagent.validators.union.ModelValidator__Union(NoValidation: Optional[reagent.validators.no_validation.NoValidation] = None)

Bases: reagent.core.tagged_union.TaggedUnion

NoValidation: Optional[reagent.validators.no_validation.NoValidation] = None

make_union_instance(instance_class=None)

Module contents