You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
51 lines
1.2 KiB
51 lines
1.2 KiB
# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
|
|
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
|
|
# Released under the modified BSD license. See COPYING.md for more details.
|
|
|
|
from typing import Optional, Dict, Callable, Any, Union, List
|
|
|
|
from mypy_extensions import TypedDict
|
|
|
|
TrainingSample = TypedDict(
|
|
"TrainingSample",
|
|
{
|
|
"LP log": str,
|
|
"LP solution": Dict,
|
|
"LP value": float,
|
|
"Lower bound": float,
|
|
"MIP log": str,
|
|
"Solution": Dict,
|
|
"Upper bound": float,
|
|
"slacks": Dict,
|
|
},
|
|
total=False,
|
|
)
|
|
|
|
LPSolveStats = TypedDict(
|
|
"LPSolveStats",
|
|
{
|
|
"Optimal value": Optional[float],
|
|
"Log": str,
|
|
},
|
|
)
|
|
|
|
MIPSolveStats = TypedDict(
|
|
"MIPSolveStats",
|
|
{
|
|
"Lower bound": Optional[float],
|
|
"Upper bound": Optional[float],
|
|
"Wallclock time": float,
|
|
"Nodes": Optional[int],
|
|
"Sense": str,
|
|
"Log": str,
|
|
"Warm start value": Optional[float],
|
|
"LP value": Optional[float],
|
|
},
|
|
)
|
|
|
|
IterationCallback = Callable[[], bool]
|
|
|
|
LazyCallback = Callable[[Any, Any], None]
|
|
|
|
VarIndex = Union[str, int, List[Union[str, int]]]
|