# Copyright Amazon.com Inc. or its affiliates. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"). You # may not use this file except in compliance with the License. A copy of # the License is located at # # http://aws.amazon.com/apache2.0/ # # or in the "license" file accompanying this file. This file is # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF # ANY KIND, either express or implied. See the License for the specific # language governing permissions and limitations under the License. from enum import Enum from typing import Dict, Union from pydantic import Field, conint from braket.schema_common import BraketSchemaBase, BraketSchemaHeader class ProblemType(str, Enum): """The type of annealing problem. QUBO: Quadratic Unconstrained Binary Optimization, with values 1 and 0 ISING: Ising model, with values +/-1 """ QUBO = "QUBO" ISING = "ISING" class Problem(BraketSchemaBase): """Specifies a quantum annealing problem. Attributes: braketSchemaHeader (BraketSchemaHeader): Schema header. Users do not need to set this value. Only default is allowed. type (Union[ProblemType, str]): The type of problem; can be either "QUBO" or "ISING" linear (Dict[int, float]): Linear terms of the model. quadratic (Dict[str, float]): Quadratic terms of the model, keyed on comma-separated variables as strings Examples: >>> Problem(type=ProblemType.QUBO, linear={0: 0.3, 4: -0.3}, quadratic={"0,5": 0.667}) """ _PROBLEM_HEADER = BraketSchemaHeader(name="braket.ir.annealing.problem", version="1") braketSchemaHeader: BraketSchemaHeader = Field(default=_PROBLEM_HEADER, const=_PROBLEM_HEADER) type: Union[ProblemType, str] linear: Dict[conint(ge=0), float] quadratic: Dict[str, float]