mathopt.py

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# Copyright 2010-2025 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.
 
"""Module exporting all classes and functions needed for MathOpt.
 
This module defines aliases to all classes and functions needed for regular use
of MathOpt. It removes the need for users to have multiple imports for specific
sub-modules.
 
For example instead of:
  from ortools.math_opt.python import model
  from ortools.math_opt.python import solve
 
  m = model.Model()
  solve.solve(m)
 
we can simply do:
  from ortools.math_opt.python import mathopt
 
  m = mathopt.Model()
  mathopt.solve(m)
"""
 
# pylint: disable=unused-import
# pylint: disable=g-importing-member
 
from ortools.math_opt.python.callback import BarrierStats
from ortools.math_opt.python.callback import CallbackData
from ortools.math_opt.python.callback import CallbackRegistration
from ortools.math_opt.python.callback import CallbackResult
from ortools.math_opt.python.callback import Event
from ortools.math_opt.python.callback import GeneratedConstraint
from ortools.math_opt.python.callback import MipStats
from ortools.math_opt.python.callback import parse_callback_data
from ortools.math_opt.python.callback import PresolveStats
from ortools.math_opt.python.callback import SimplexStats
from ortools.math_opt.python.compute_infeasible_subsystem_result import (
    ComputeInfeasibleSubsystemResult,
)
from ortools.math_opt.python.compute_infeasible_subsystem_result import ModelSubset
from ortools.math_opt.python.compute_infeasible_subsystem_result import (
    ModelSubsetBounds,
)
from ortools.math_opt.python.compute_infeasible_subsystem_result import (
    parse_compute_infeasible_subsystem_result,
)
from ortools.math_opt.python.compute_infeasible_subsystem_result import (
    parse_model_subset,
)
from ortools.math_opt.python.compute_infeasible_subsystem_result import (
    parse_model_subset_bounds,
)
from ortools.math_opt.python.errors import InternalMathOptError
from ortools.math_opt.python.errors import status_proto_to_exception
from ortools.math_opt.python.expressions import evaluate_expression
from ortools.math_opt.python.expressions import fast_sum
from ortools.math_opt.python.indicator_constraints import IndicatorConstraint
from ortools.math_opt.python.init_arguments import gurobi_isv_key_from_proto
from ortools.math_opt.python.init_arguments import GurobiISVKey
from ortools.math_opt.python.init_arguments import (
    streamable_gurobi_init_arguments_from_proto,
)
from ortools.math_opt.python.init_arguments import (
    streamable_solver_init_arguments_from_proto,
)
from ortools.math_opt.python.init_arguments import StreamableCpSatInitArguments
from ortools.math_opt.python.init_arguments import StreamableEcosInitArguments
from ortools.math_opt.python.init_arguments import StreamableGlopInitArguments
from ortools.math_opt.python.init_arguments import StreamableGlpkInitArguments
from ortools.math_opt.python.init_arguments import StreamableGScipInitArguments
from ortools.math_opt.python.init_arguments import StreamableGurobiInitArguments
from ortools.math_opt.python.init_arguments import StreamableHighsInitArguments
from ortools.math_opt.python.init_arguments import StreamableOsqpInitArguments
from ortools.math_opt.python.init_arguments import StreamablePdlpInitArguments
from ortools.math_opt.python.init_arguments import StreamableSantoriniInitArguments
from ortools.math_opt.python.init_arguments import StreamableScsInitArguments
from ortools.math_opt.python.init_arguments import StreamableSolverInitArguments
from ortools.math_opt.python.linear_constraints import LinearConstraint
from ortools.math_opt.python.linear_constraints import LinearConstraintMatrixEntry
from ortools.math_opt.python.message_callback import list_message_callback
from ortools.math_opt.python.message_callback import log_messages
from ortools.math_opt.python.message_callback import printer_message_callback
from ortools.math_opt.python.message_callback import SolveMessageCallback
from ortools.math_opt.python.message_callback import vlog_messages
from ortools.math_opt.python.model import Model
from ortools.math_opt.python.model import UpdateTracker
from ortools.math_opt.python.model_parameters import ModelSolveParameters
from ortools.math_opt.python.model_parameters import ObjectiveParameters
from ortools.math_opt.python.model_parameters import parse_objective_parameters
from ortools.math_opt.python.model_parameters import parse_solution_hint
from ortools.math_opt.python.model_parameters import SolutionHint
from ortools.math_opt.python.objectives import AuxiliaryObjective
from ortools.math_opt.python.objectives import Objective
from ortools.math_opt.python.parameters import Emphasis
from ortools.math_opt.python.parameters import emphasis_from_proto
from ortools.math_opt.python.parameters import emphasis_to_proto
from ortools.math_opt.python.parameters import GlpkParameters
from ortools.math_opt.python.parameters import GurobiParameters
from ortools.math_opt.python.parameters import lp_algorithm_from_proto
from ortools.math_opt.python.parameters import lp_algorithm_to_proto
from ortools.math_opt.python.parameters import LPAlgorithm
from ortools.math_opt.python.parameters import SolveParameters
from ortools.math_opt.python.parameters import solver_type_from_proto
from ortools.math_opt.python.parameters import solver_type_to_proto
from ortools.math_opt.python.parameters import SolverType
from ortools.math_opt.python.quadratic_constraints import QuadraticConstraint
from ortools.math_opt.python.result import FeasibilityStatus
from ortools.math_opt.python.result import Limit
from ortools.math_opt.python.result import ObjectiveBounds
from ortools.math_opt.python.result import parse_objective_bounds
from ortools.math_opt.python.result import parse_problem_status
from ortools.math_opt.python.result import parse_solve_result
from ortools.math_opt.python.result import parse_solve_stats
from ortools.math_opt.python.result import parse_termination
from ortools.math_opt.python.result import ProblemStatus
from ortools.math_opt.python.result import SolveResult
from ortools.math_opt.python.result import SolveStats
from ortools.math_opt.python.result import Termination
from ortools.math_opt.python.result import TerminationReason
from ortools.math_opt.python.solution import Basis
from ortools.math_opt.python.solution import BasisStatus
from ortools.math_opt.python.solution import DualRay
from ortools.math_opt.python.solution import DualSolution
from ortools.math_opt.python.solution import optional_solution_status_to_proto
from ortools.math_opt.python.solution import parse_basis
from ortools.math_opt.python.solution import parse_dual_ray
from ortools.math_opt.python.solution import parse_dual_solution
from ortools.math_opt.python.solution import parse_optional_solution_status
from ortools.math_opt.python.solution import parse_primal_ray
from ortools.math_opt.python.solution import parse_primal_solution
from ortools.math_opt.python.solution import parse_solution
from ortools.math_opt.python.solution import PrimalRay
from ortools.math_opt.python.solution import PrimalSolution
from ortools.math_opt.python.solution import Solution
from ortools.math_opt.python.solution import SolutionStatus
from ortools.math_opt.python.solve import compute_infeasible_subsystem
from ortools.math_opt.python.solve import IncrementalSolver
from ortools.math_opt.python.solve import solve
from ortools.math_opt.python.solve import SolveCallback
from ortools.math_opt.python.solver_resources import SolverResources
from ortools.math_opt.python.sparse_containers import LinearConstraintFilter
from ortools.math_opt.python.sparse_containers import parse_linear_constraint_map
from ortools.math_opt.python.sparse_containers import parse_quadratic_constraint_map
from ortools.math_opt.python.sparse_containers import parse_variable_map
from ortools.math_opt.python.sparse_containers import QuadraticConstraintFilter
from ortools.math_opt.python.sparse_containers import SparseVectorFilter
from ortools.math_opt.python.sparse_containers import to_sparse_double_vector_proto
from ortools.math_opt.python.sparse_containers import to_sparse_int32_vector_proto
from ortools.math_opt.python.sparse_containers import VariableFilter
from ortools.math_opt.python.sparse_containers import VarOrConstraintType
from ortools.math_opt.python.variables import as_flat_linear_expression
from ortools.math_opt.python.variables import as_flat_quadratic_expression
from ortools.math_opt.python.variables import BoundedLinearExpression
from ortools.math_opt.python.variables import BoundedLinearTypes
from ortools.math_opt.python.variables import BoundedLinearTypesList
from ortools.math_opt.python.variables import BoundedQuadraticExpression
from ortools.math_opt.python.variables import BoundedQuadraticTypes
from ortools.math_opt.python.variables import BoundedQuadraticTypesList
from ortools.math_opt.python.variables import LinearBase
from ortools.math_opt.python.variables import LinearExpression
from ortools.math_opt.python.variables import LinearLinearProduct
from ortools.math_opt.python.variables import LinearProduct
from ortools.math_opt.python.variables import LinearSum
from ortools.math_opt.python.variables import LinearTerm
from ortools.math_opt.python.variables import LinearTypes
from ortools.math_opt.python.variables import LinearTypesExceptVariable
from ortools.math_opt.python.variables import LowerBoundedLinearExpression
from ortools.math_opt.python.variables import LowerBoundedQuadraticExpression
from ortools.math_opt.python.variables import QuadraticBase
from ortools.math_opt.python.variables import QuadraticExpression
from ortools.math_opt.python.variables import QuadraticProduct
from ortools.math_opt.python.variables import QuadraticSum
from ortools.math_opt.python.variables import QuadraticTerm
from ortools.math_opt.python.variables import QuadraticTermKey
from ortools.math_opt.python.variables import QuadraticTypes
from ortools.math_opt.python.variables import UpperBoundedLinearExpression
from ortools.math_opt.python.variables import UpperBoundedQuadraticExpression
from ortools.math_opt.python.variables import VarEqVar
from ortools.math_opt.python.variables import Variable
 
# pylint: enable=unused-import
# pylint: enable=g-importing-member