Source code for

#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.

import enum

from ax.core.experiment import DataType  # noqa F401

[docs]class DomainType(enum.Enum): """Class for enumerating domain types.""" FIXED: int = 0 RANGE: int = 1 CHOICE: int = 2 ENVIRONMENTAL_RANGE: int = 3
[docs]class MetricIntent(enum.Enum): """Class for enumerating metric use types.""" OBJECTIVE: str = "objective" MULTI_OBJECTIVE: str = "multi_objective" SCALARIZED_OBJECTIVE: str = "scalarized_objective" # Additional objective is not yet supported in Ax open-source. ADDITIONAL_OBJECTIVE: str = "additional_objective" OUTCOME_CONSTRAINT: str = "outcome_constraint" SCALARIZED_OUTCOME_CONSTRAINT: str = "scalarized_outcome_constraint" OBJECTIVE_THRESHOLD: str = "objective_threshold" TRACKING: str = "tracking" RISK_MEASURE: str = "risk_measure"
[docs]class ParameterConstraintType(enum.Enum): """Class for enumerating parameter constraint types. Linear constraint is base type whereas other constraint types are special types of linear constraints. """ LINEAR: int = 0 ORDER: int = 1 SUM: int = 2 DISTRIBUTION: int = 3