math_opt: Export from google3
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ortools/math_opt/python/init_arguments.py
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180
ortools/math_opt/python/init_arguments.py
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# Copyright 2010-2024 Google LLC
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Configures the instantiation of the underlying solver."""
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import dataclasses
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from typing import Optional
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from ortools.math_opt import parameters_pb2
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from ortools.math_opt.solvers import gurobi_pb2
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@dataclasses.dataclass
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class StreamableGScipInitArguments:
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"""Streamable GScip specific parameters for solver instantiation."""
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@dataclasses.dataclass(frozen=True)
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class GurobiISVKey:
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"""The Gurobi ISV key, an alternative to license files.
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Contact Gurobi for details.
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Attributes:
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name: A string, typically a company/organization.
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application_name: A string, typically a project.
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expiration: An int, a value of 0 indicates no expiration.
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key: A string, the secret.
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"""
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name: str = ""
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application_name: str = ""
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expiration: int = 0
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key: str = ""
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def to_proto(self) -> gurobi_pb2.GurobiInitializerProto.ISVKey:
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"""Returns a protocol buffer equivalent of this."""
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return gurobi_pb2.GurobiInitializerProto.ISVKey(
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name=self.name,
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application_name=self.application_name,
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expiration=self.expiration,
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key=self.key,
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)
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def gurobi_isv_key_from_proto(
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proto: gurobi_pb2.GurobiInitializerProto.ISVKey,
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) -> GurobiISVKey:
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"""Returns an equivalent GurobiISVKey to the input proto."""
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return GurobiISVKey(
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name=proto.name,
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application_name=proto.application_name,
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expiration=proto.expiration,
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key=proto.key,
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)
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@dataclasses.dataclass
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class StreamableGurobiInitArguments:
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"""Streamable Gurobi specific parameters for solver instantiation."""
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isv_key: Optional[GurobiISVKey] = None
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def to_proto(self) -> gurobi_pb2.GurobiInitializerProto:
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"""Returns a protocol buffer equivalent of this."""
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return gurobi_pb2.GurobiInitializerProto(
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isv_key=self.isv_key.to_proto() if self.isv_key else None
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)
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def streamable_gurobi_init_arguments_from_proto(
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proto: gurobi_pb2.GurobiInitializerProto,
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) -> StreamableGurobiInitArguments:
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"""Returns an equivalent StreamableGurobiInitArguments to the input proto."""
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result = StreamableGurobiInitArguments()
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if proto.HasField("isv_key"):
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result.isv_key = gurobi_isv_key_from_proto(proto.isv_key)
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return result
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@dataclasses.dataclass
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class StreamableGlopInitArguments:
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"""Streamable Glop specific parameters for solver instantiation."""
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@dataclasses.dataclass
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class StreamableCpSatInitArguments:
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"""Streamable CP-SAT specific parameters for solver instantiation."""
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@dataclasses.dataclass
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class StreamablePdlpInitArguments:
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"""Streamable Pdlp specific parameters for solver instantiation."""
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@dataclasses.dataclass
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class StreamableGlpkInitArguments:
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"""Streamable GLPK specific parameters for solver instantiation."""
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@dataclasses.dataclass
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class StreamableOsqpInitArguments:
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"""Streamable OSQP specific parameters for solver instantiation."""
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@dataclasses.dataclass
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class StreamableEcosInitArguments:
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"""Streamable Ecos specific parameters for solver instantiation."""
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@dataclasses.dataclass
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class StreamableScsInitArguments:
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"""Streamable Scs specific parameters for solver instantiation."""
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@dataclasses.dataclass
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class StreamableHighsInitArguments:
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"""Streamable Highs specific parameters for solver instantiation."""
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@dataclasses.dataclass
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class StreamableSantoriniInitArguments:
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"""Streamable Santorini specific parameters for solver instantiation."""
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@dataclasses.dataclass
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class StreamableSolverInitArguments:
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"""Solver initialization parameters that can be sent to another process.
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Attributes:
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gscip: Initialization parameters specific to GScip.
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gurobi: Initialization parameters specific to Gurobi.
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glop: Initialization parameters specific to GLOP.
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cp_sat: Initialization parameters specific to CP-SAT.
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pdlp: Initialization parameters specific to PDLP.
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glpk: Initialization parameters specific to GLPK.
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osqp: Initialization parameters specific to OSQP.
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ecos: Initialization parameters specific to ECOS.
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scs: Initialization parameters specific to SCS.
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highs: Initialization parameters specific to HiGHS.
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santorini: Initialization parameters specific to Santorini.
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"""
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gscip: Optional[StreamableGScipInitArguments] = None
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gurobi: Optional[StreamableGurobiInitArguments] = None
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glop: Optional[StreamableGlopInitArguments] = None
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cp_sat: Optional[StreamableCpSatInitArguments] = None
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pdlp: Optional[StreamablePdlpInitArguments] = None
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glpk: Optional[StreamableGlpkInitArguments] = None
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osqp: Optional[StreamableOsqpInitArguments] = None
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ecos: Optional[StreamableEcosInitArguments] = None
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scs: Optional[StreamableScsInitArguments] = None
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highs: Optional[StreamableHighsInitArguments] = None
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santorini: Optional[StreamableSantoriniInitArguments] = None
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def to_proto(self) -> parameters_pb2.SolverInitializerProto:
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"""Returns a protocol buffer equivalent of this."""
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return parameters_pb2.SolverInitializerProto(
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gurobi=self.gurobi.to_proto() if self.gurobi else None
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)
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def streamable_solver_init_arguments_from_proto(
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proto: parameters_pb2.SolverInitializerProto,
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) -> StreamableSolverInitArguments:
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"""Returns an equivalent StreamableSolverInitArguments to the input proto."""
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result = StreamableSolverInitArguments()
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if proto.HasField("gurobi"):
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result.gurobi = streamable_gurobi_init_arguments_from_proto(proto.gurobi)
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return result
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