# Copyright 2010-2021 Google LLC # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License 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. """helpers methods for the cp_model_builder module.""" import numbers import numpy as np from ortools.linear_solver import linear_solver_pb2 from ortools.model_builder.python import pywrap_model_builder_helper # Used by CVXPY. class ModelSolverHelper(pywrap_model_builder_helper.ModelSolverHelper): def Solve( self, request: linear_solver_pb2.MPModelRequest ) -> linear_solver_pb2.MPSolutionResponse: return linear_solver_pb2.MPSolutionResponse.FromString( super().solve_serialized_request(request.SerializeToString())) def is_integral(x): """Checks if x has either a number.Integral or a np.integer type.""" return isinstance(x, numbers.Integral) or isinstance(x, np.integer) def is_a_number(x): """Checks if x has either a number.Number or a np.double type.""" return isinstance(x, numbers.Number) or isinstance( x, np.double) or isinstance(x, np.integer) def is_zero(x): """Checks if the x is 0 or 0.0.""" return (is_integral(x) and int(x) == 0) or (is_a_number(x) and float(x) == 0.0) def is_one(x): """Checks if x is 1 or 1.0.""" return (is_integral(x) and int(x) == 1) or (is_a_number(x) and float(x) == 1.0) def is_minus_one(x): """Checks if x is -1 or -1.0.""" return (is_integral(x) and int(x) == -1) or (is_a_number(x) and float(x) == -1.0) def assert_is_a_number(x): """Asserts that x is a number and returns it.""" if not is_a_number(x): raise TypeError('Not an number: %s' % x) elif is_integral(x): return int(x) else: return float(x)