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constraint_solver.i
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// Copyright 2010-2018 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.
// This .i file exposes the code declared in ../constraint_solver.h and
// ../constraint_solveri.h.
//
// It is particularly complex for a swig file, mostly because it contains a
// lot of MOE code for the export to the or-tools open-source project at
// https://github.com/google/or-tools, which benefits from a much more
// powerful python API thanks to the possible use of directors.
//
// USAGE EXAMPLES (most of which are also unit tests):
// - ./pywrapcp_test.py
// - examples/python/appointments.py
// - examples/python/golomb8.py
// - examples/python/hidato_table.py
// - examples/python/jobshop_ft06.py
// - examples/python/magic_sequence_distribute.py
// - examples/python/rabbit_pheasant.py
// - examples/python/simple_meeting.py
// - examples/python/sudoku.py
// - examples/python/zebra.py
%include "stdint.i"
%include "ortools/base/base.i"
%include "ortools/util/python/proto.i"
// PY_CONVERT_HELPER_* macros.
%include "ortools/constraint_solver/python/constraint_solver_helpers.i"
// std::function utilities.
%include "ortools/util/python/functions.i"
%import "ortools/util/python/vector.i"
// We *do* need to use SWIGTYPE_... type names directly, because the
// (recommended replacement) $descriptor macro fails, as of 2014-06, with
// types such as operations_research::Solver.
// The absence of whitespace before 'swiglint' is mandatory.
//swiglint: disable swigtype-name
// We need to forward-declare the proto here, so that PROTO_INPUT involving it
// works correctly. The order matters very much: this declaration needs to be
// before the %{ #include ".../constraint_solver.h" %}.
namespace operations_research {
class AssignmentProto;
class ConstraintSolverParameters;
class RegularLimitParameters;
} // namespace operations_research
%{
#include <setjmp.h> // For FailureProtect. See below.
// Used in the PROTECT_FROM_FAILURE macro. See below.
struct FailureProtect {
jmp_buf exception_buffer;
void JumpBack() { longjmp(exception_buffer, 1); }
};
// This #includes constraint_solver.h, and inlines some C++ helpers.
#include "ortools/constraint_solver/python/pywrapcp_util.h"
#include "ortools/constraint_solver/assignment.pb.h"
#include "ortools/constraint_solver/search_limit.pb.h"
#include "ortools/constraint_solver/solver_parameters.pb.h"
%}
typedef int64_t int64;
typedef uint64_t uint64;
// We need to fully support C++ inheritance, because it is heavily used by the
// exposed C++ classes. Eg:
// class BaseClass {
// virtual void Foo() { ... }
// virtual void Bar() { Foo(); ... }
// };
// ...
// class SubClass {
// // Overrides Foo; and expects the inherited Bar() to use
// // the overriden Foo().
// virtual void Foo() { ... }
// };
//
// See the occurrences of "director" in this file.
%module(directors="1") operations_research
// The %feature and %exception below let python exceptions that occur within
// director method propagate to the user as they were originally. See
// http://www.swig.org/Doc1.3/Python.html#Python_nn36 for example.
%feature("director:except") {
if ($error != NULL) {
throw Swig::DirectorMethodException();
}
}
%exception {
try { $action }
catch (Swig::DirectorException &e) { SWIG_fail; }
}
// ============= Type conversions ==============
// See ./constraint_solver_helpers.i
PY_CONVERT_HELPER_PTR(Decision);
PY_CONVERT_HELPER_PTR(DecisionBuilder);
PY_CONVERT_HELPER_PTR(SearchMonitor);
PY_CONVERT_HELPER_PTR(IntervalVar);
PY_CONVERT_HELPER_PTR(SequenceVar);
PY_CONVERT_HELPER_PTR(LocalSearchOperator);
PY_CONVERT_HELPER_PTR(LocalSearchFilter);
PY_CONVERT_HELPER_INTEXPR_OR_INTVAR(IntVar);
PY_CONVERT_HELPER_INTEXPR_OR_INTVAR(IntExpr);
// Actual conversions. This also includes the conversion to std::vector<Class>.
%define PY_CONVERT(Class)
%{
bool CanConvertTo ## Class(PyObject *py_obj) {
operations_research::Class* tmp;
return PyObjAs(py_obj, &tmp);
}
%}
%typemap(in) operations_research::Class* const {
if (!PyObjAs($input, &$1)) SWIG_fail;
}
%typecheck(SWIG_TYPECHECK_POINTER) operations_research::Class* const {
$1 = CanConvertTo ## Class($input);
if ($1 == 0) PyErr_Clear();
}
PY_LIST_OUTPUT_TYPEMAP(operations_research::Class*, CanConvertTo ## Class,
PyObjAs<operations_research::Class*>);
%enddef
PY_CONVERT(IntVar);
PY_CONVERT(IntExpr);
PY_CONVERT(Decision);
PY_CONVERT(DecisionBuilder);
PY_CONVERT(SearchMonitor);
PY_CONVERT(IntervalVar);
PY_CONVERT(SequenceVar);
PY_CONVERT(LocalSearchOperator);
PY_CONVERT(LocalSearchFilter);
#undef PY_CONVERT
// Support passing std::function<void(Solver*)> as argument.
// See ../utils/python/functions.i, from which this was copied and adapted.
%{
static void PyFunctionSolverToVoid(PyObject* pyfunc,
operations_research::Solver* s) {
// () needed to force creation of one-element tuple
PyObject* const pysolver =
SWIG_NewPointerObj(s, SWIGTYPE_p_operations_research__Solver,
SWIG_POINTER_EXCEPTION);
PyObject* const pyresult = PyEval_CallFunction(pyfunc, "(O)", pysolver);
if (!pyresult) {
PyErr_SetString(PyExc_RuntimeError,
"std::function<void(Solver*)> invocation failed.");
} else {
Py_DECREF(pyresult);
}
}
%}
%typecheck(SWIG_TYPECHECK_POINTER) std::function<void(
operations_research::Solver*)> {
$1 = PyCallable_Check($input);
}
%typemap(in) std::function<void(operations_research::Solver*)> {
$1 = [$input](operations_research::Solver* s) {
return PyFunctionSolverToVoid($input, s);
};
}
// ============= Extensions ==============
// Add display methods on BaseObject and Solver.
%extend operations_research::BaseObject {
std::string __str__() {
return $self->DebugString();
}
}
%extend operations_research::Solver {
std::string __str__() {
return $self->DebugString();
}
%pythoncode {
def Add(self, ct):
if isinstance(ct, PyConstraint):
self.__python_constraints.append(ct)
self.AddConstraint(ct)
} // %pythoncode
}
%feature("pythonappend") operations_research::Solver::Solver %{
self.__python_constraints = []
%}
// Extend IntervalVar to provide a nicer pythonic API for precedence
// and scheduling constraints. The macros below help do that concisely.
%define PRECEDENCE_CONSTRAINT(PythonMethodName, CppEnumName)
Constraint* PythonMethodName(IntervalVar* other) {
return $self->solver()->MakeIntervalVarRelation(
$self, operations_research::Solver::CppEnumName, other);
}
Constraint* PythonMethodName##WithDelay(IntervalVar* other, int64 delay) {
return $self->solver()->MakeIntervalVarRelationWithDelay(
$self, operations_research::Solver::CppEnumName, other, delay);
}
%enddef
%define SCHEDULING_CONSTRAINT(PythonMethodName, CppEnumName)
Constraint* PythonMethodName(int64 date) {
return $self->solver()->MakeIntervalVarRelation(
$self, operations_research::Solver::CppEnumName, date);
}
%enddef
%extend operations_research::IntervalVar {
PRECEDENCE_CONSTRAINT(EndsAfterEnd, ENDS_AFTER_END)
PRECEDENCE_CONSTRAINT(EndsAfterStart, ENDS_AFTER_START)
PRECEDENCE_CONSTRAINT(EndsAtEnd, ENDS_AT_END)
PRECEDENCE_CONSTRAINT(EndsAtStart, ENDS_AT_START)
PRECEDENCE_CONSTRAINT(StartsAfterEnd, STARTS_AFTER_END)
PRECEDENCE_CONSTRAINT(StartsAfterStart, STARTS_AFTER_START)
PRECEDENCE_CONSTRAINT(StartsAtEnd, STARTS_AT_END)
PRECEDENCE_CONSTRAINT(StartsAtStart, STARTS_AT_START)
PRECEDENCE_CONSTRAINT(StaysInSync, STAYS_IN_SYNC)
SCHEDULING_CONSTRAINT(EndsAfter, ENDS_AFTER)
SCHEDULING_CONSTRAINT(EndsAt, ENDS_AT)
SCHEDULING_CONSTRAINT(EndsBefore, ENDS_BEFORE)
SCHEDULING_CONSTRAINT(StartsAfter, STARTS_AFTER)
SCHEDULING_CONSTRAINT(StartsAt, STARTS_AT)
SCHEDULING_CONSTRAINT(StartsBefore, STARTS_BEFORE)
SCHEDULING_CONSTRAINT(CrossesDate, CROSS_DATE)
SCHEDULING_CONSTRAINT(AvoidsDate, AVOID_DATE)
}
#undef PRECEDENCE_CONSTRAINT
#undef SCHEDULING_CONSTRAINT
// Use DebugString() for the native std::string conversion in python, for objects
// that support it.
%define PY_STRINGIFY_DEBUGSTRING(Class)
%extend operations_research::Class {
std::string __repr__() {
return $self->DebugString();
}
std::string __str__() {
return $self->DebugString();
}
}
%enddef
PY_STRINGIFY_DEBUGSTRING(BaseObject);
PY_STRINGIFY_DEBUGSTRING(IntervalVar);
PY_STRINGIFY_DEBUGSTRING(SequenceVar);
PY_STRINGIFY_DEBUGSTRING(IntVar);
PY_STRINGIFY_DEBUGSTRING(IntExpr);
PY_STRINGIFY_DEBUGSTRING(Constraint);
PY_STRINGIFY_DEBUGSTRING(SearchMonitor);
PY_STRINGIFY_DEBUGSTRING(DecisionBuilder);
PY_STRINGIFY_DEBUGSTRING(Decision);
#undef PY_STRINGIFY_DEBUGSTRING
// Extend the solver with a few nicer pythonic methods.
%extend operations_research::Solver {
Constraint* TreeNoCycle(const std::vector<IntVar*>& nexts,
const std::vector<IntVar*>& active,
Solver::IndexFilter1 callback = nullptr) {
return $self->MakeNoCycle(nexts, active, callback, false);
}
SearchMonitor* SearchLogWithCallback(int period,
std::function<std::string()> callback) {
return $self->MakeSearchLog(period, callback);
}
IntExpr* ElementFunction(std::function<int64(int64)> values,
IntVar* const index) {
return $self->MakeElement(values, index);
}
DecisionBuilder* VarEvalValStrPhase(
const std::vector<IntVar*>& vars,
std::function<int64(int64)> var_evaluator,
operations_research::Solver::IntValueStrategy val_str) {
return $self->MakePhase(vars, var_evaluator, val_str);
}
DecisionBuilder* VarStrValEvalPhase(
const std::vector<IntVar*>& vars,
operations_research::Solver::IntVarStrategy var_str,
Solver::IndexEvaluator2 val_eval) {
return $self->MakePhase(vars, var_str, val_eval);
}
DecisionBuilder* VarEvalValEvalPhase(
const std::vector<IntVar*>& vars,
std::function<int64(int64)> var_eval,
Solver::IndexEvaluator2 val_eval) {
return $self->MakePhase(vars, var_eval, val_eval);
}
DecisionBuilder* VarStrValEvalTieBreakPhase(
const std::vector<IntVar*>& vars,
operations_research::Solver::IntVarStrategy var_str,
Solver::IndexEvaluator2 val_eval,
std::function<int64(int64)> tie_breaker) {
return $self->MakePhase(vars, var_str, val_eval, tie_breaker);
}
DecisionBuilder* VarEvalValEvalTieBreakPhase(
const std::vector<IntVar*>& vars,
std::function<int64(int64)> var_eval,
Solver::IndexEvaluator2 val_eval,
std::function<int64(int64)> tie_breaker) {
return $self->MakePhase(vars, var_eval, val_eval, tie_breaker);
}
DecisionBuilder* EvalEvalStrPhase(
const std::vector<IntVar*>& vars,
Solver::IndexEvaluator2 evaluator,
operations_research::Solver::EvaluatorStrategy str) {
return $self->MakePhase(vars, evaluator, str);
}
DecisionBuilder* EvalEvalStrTieBreakPhase(
const std::vector<IntVar*>& vars,
Solver::IndexEvaluator2 evaluator,
Solver::IndexEvaluator1 tie_breaker,
operations_research::Solver::EvaluatorStrategy str) {
return $self->MakePhase(vars, evaluator, tie_breaker, str);
}
SearchMonitor* GuidedLocalSearch(
bool maximize,
IntVar* const objective,
Solver::IndexEvaluator2 objective_function,
int64 step,
const std::vector<IntVar*>& vars,
double penalty_factor) {
return $self->MakeGuidedLocalSearch(maximize,
objective,
objective_function,
step,
vars,
penalty_factor);
}
LocalSearchFilter* SumObjectiveFilter(
const std::vector<IntVar*>& vars,
Solver::IndexEvaluator2 values,
IntVar* const objective,
Solver::LocalSearchFilterBound filter_enum) {
return $self->MakeSumObjectiveFilter(vars,
values,
objective,
filter_enum);
}
}
// Add arithmetic operators to integer expressions.
%extend operations_research::IntExpr {
IntExpr* __add__(IntExpr* other) {
return $self->solver()->MakeSum($self, other);
}
IntExpr* __add__(Constraint* other) {
return $self->solver()->MakeSum($self, other->Var());
}
IntExpr* __add__(int64 v) {
return $self->solver()->MakeSum($self, v);
}
IntExpr* __radd__(int64 v) {
return $self->solver()->MakeSum($self, v);
}
IntExpr* __sub__(IntExpr* other) {
return $self->solver()->MakeDifference($self, other);
}
IntExpr* __sub__(Constraint* other) {
return $self->solver()->MakeDifference($self, other->Var());
}
IntExpr* __sub__(int64 v) {
return $self->solver()->MakeSum($self, -v);
}
IntExpr* __rsub__(int64 v) {
return $self->solver()->MakeDifference(v, $self);
}
IntExpr* __mul__(IntExpr* other) {
return $self->solver()->MakeProd($self, other);
}
IntExpr* __mul__(Constraint* other) {
return $self->solver()->MakeProd($self, other->Var());
}
IntExpr* __mul__(int64 v) {
return $self->solver()->MakeProd($self, v);
}
IntExpr* __rmul__(int64 v) {
return $self->solver()->MakeProd($self, v);
}
IntExpr* __floordiv__(int64 v) {
return $self->solver()->MakeDiv($self, v);
}
IntExpr* __floordiv__(IntExpr* e) {
return $self->solver()->MakeDiv($self, e);
}
IntExpr* __mod__(int64 v) {
return $self->solver()->MakeModulo($self, v);
}
IntExpr* __mod__(IntExpr* e) {
return $self->solver()->MakeModulo($self, e);
}
IntExpr* __neg__() {
return $self->solver()->MakeOpposite($self);
}
IntExpr* __abs__() {
return $self->solver()->MakeAbs($self);
}
IntExpr* Square() {
return $self->solver()->MakeSquare($self);
}
Constraint* __eq__(int64 v) {
return $self->solver()->MakeEquality($self, v);
}
Constraint* __ne__(int64 v) {
return $self->solver()->MakeNonEquality($self->Var(), v);
}
Constraint* __ge__(int64 v) {
return $self->solver()->MakeGreaterOrEqual($self, v);
}
Constraint* __gt__(int64 v) {
return $self->solver()->MakeGreater($self, v);
}
Constraint* __le__(int64 v) {
return $self->solver()->MakeLessOrEqual($self, v);
}
Constraint* __lt__(int64 v) {
return $self->solver()->MakeLess($self, v);
}
Constraint* __eq__(IntExpr* other) {
return $self->solver()->MakeEquality($self->Var(), other->Var());
}
Constraint* __ne__(IntExpr* other) {
return $self->solver()->MakeNonEquality($self->Var(), other->Var());
}
Constraint* __ge__(IntExpr* other) {
return $self->solver()->MakeGreaterOrEqual($self->Var(), other->Var());
}
Constraint* __gt__(IntExpr* other) {
return $self->solver()->MakeGreater($self->Var(), other->Var());
}
Constraint* __le__(IntExpr* other) {
return $self->solver()->MakeLessOrEqual($self->Var(), other->Var());
}
Constraint* __lt__(IntExpr* other) {
return $self->solver()->MakeLess($self->Var(), other->Var());
}
Constraint* __eq__(Constraint* other) {
return $self->solver()->MakeEquality($self->Var(), other->Var());
}
Constraint* __ne__(Constraint* other) {
return $self->solver()->MakeNonEquality($self->Var(), other->Var());
}
Constraint* __ge__(Constraint* other) {
return $self->solver()->MakeGreaterOrEqual($self->Var(), other->Var());
}
Constraint* __gt__(Constraint* other) {
return $self->solver()->MakeGreater($self->Var(), other->Var());
}
Constraint* __le__(Constraint* other) {
return $self->solver()->MakeLessOrEqual($self->Var(), other->Var());
}
Constraint* __lt__(Constraint* other) {
return $self->solver()->MakeLess($self->Var(), other->Var());
}
Constraint* MapTo(const std::vector<IntVar*>& vars) {
return $self->solver()->MakeMapDomain($self->Var(), vars);
}
IntExpr* IndexOf(const std::vector<int64>& vars) {
return $self->solver()->MakeElement(vars, $self->Var());
}
IntExpr* IndexOf(const std::vector<IntVar*>& vars) {
return $self->solver()->MakeElement(vars, $self->Var());
}
IntVar* IsMember(const std::vector<int64>& values) {
return $self->solver()->MakeIsMemberVar($self->Var(), values);
}
Constraint* Member(const std::vector<int64>& values) {
return $self->solver()->MakeMemberCt($self->Var(), values);
}
Constraint* NotMember(const std::vector<int64>& starts,
const std::vector<int64>& ends) {
return $self->solver()->MakeNotMemberCt($self, starts, ends);
}
}
// Add arithmetic operators to integer expressions.
%extend operations_research::Constraint {
IntExpr* __add__(IntExpr* other) {
return $self->solver()->MakeSum($self->Var(), other);
}
IntExpr* __add__(Constraint* other) {
return $self->solver()->MakeSum($self->Var(), other->Var());
}
IntExpr* __add__(int64 v) {
return $self->solver()->MakeSum($self->Var(), v);
}
IntExpr* __radd__(int64 v) {
return $self->solver()->MakeSum($self->Var(), v);
}
IntExpr* __sub__(IntExpr* other) {
return $self->solver()->MakeDifference($self->Var(), other);
}
IntExpr* __sub__(Constraint* other) {
return $self->solver()->MakeDifference($self->Var(), other->Var());
}
IntExpr* __sub__(int64 v) {
return $self->solver()->MakeSum($self->Var(), -v);
}
IntExpr* __rsub__(int64 v) {
return $self->solver()->MakeDifference(v, $self->Var());
}
IntExpr* __mul__(IntExpr* other) {
return $self->solver()->MakeProd($self->Var(), other);
}
IntExpr* __mul__(Constraint* other) {
return $self->solver()->MakeProd($self->Var(), other->Var());
}
IntExpr* __mul__(int64 v) {
return $self->solver()->MakeProd($self->Var(), v);
}
IntExpr* __rmul__(int64 v) {
return $self->solver()->MakeProd($self->Var(), v);
}
IntExpr* __floordiv__(int64 v) {
return $self->solver()->MakeDiv($self->Var(), v);
}
IntExpr* __neg__() {
return $self->solver()->MakeOpposite($self->Var());
}
IntExpr* __abs__() {
return $self->solver()->MakeAbs($self->Var());
}
IntExpr* Square() {
return $self->solver()->MakeSquare($self->Var());
}
Constraint* __eq__(int64 v) {
return $self->solver()->MakeEquality($self->Var(), v);
}
Constraint* __ne__(int64 v) {
return $self->solver()->MakeNonEquality($self->Var(), v);
}
Constraint* __ge__(int64 v) {
return $self->solver()->MakeGreaterOrEqual($self->Var(), v);
}
Constraint* __gt__(int64 v) {
return $self->solver()->MakeGreater($self->Var(), v);
}
Constraint* __le__(int64 v) {
return $self->solver()->MakeLessOrEqual($self->Var(), v);
}
Constraint* __lt__(int64 v) {
return $self->solver()->MakeLess($self->Var(), v);
}
Constraint* __eq__(IntExpr* other) {
return $self->solver()->MakeEquality($self->Var(), other->Var());
}
Constraint* __ne__(IntExpr* other) {
return $self->solver()->MakeNonEquality($self->Var(), other->Var());
}
Constraint* __ge__(IntExpr* other) {
return $self->solver()->MakeGreaterOrEqual($self->Var(), other->Var());
}
Constraint* __gt__(IntExpr* other) {
return $self->solver()->MakeGreater($self->Var(), other->Var());
}
Constraint* __le__(IntExpr* other) {
return $self->solver()->MakeLessOrEqual($self->Var(), other->Var());
}
Constraint* __lt__(IntExpr* other) {
return $self->solver()->MakeLess($self->Var(), other->Var());
}
Constraint* __eq__(Constraint* other) {
return $self->solver()->MakeEquality($self->Var(), other->Var());
}
Constraint* __ne__(Constraint* other) {
return $self->solver()->MakeNonEquality($self->Var(), other->Var());
}
Constraint* __ge__(Constraint* other) {
return $self->solver()->MakeGreaterOrEqual($self->Var(), other->Var());
}
Constraint* __gt__(Constraint* other) {
return $self->solver()->MakeGreater($self->Var(), other->Var());
}
Constraint* __le__(Constraint* other) {
return $self->solver()->MakeLessOrEqual($self->Var(), other->Var());
}
Constraint* __lt__(Constraint* other) {
return $self->solver()->MakeLess($self->Var(), other->Var());
}
Constraint* MapTo(const std::vector<IntVar*>& vars) {
return $self->solver()->MakeMapDomain($self->Var(), vars);
}
IntExpr* IndexOf(const std::vector<int64>& vars) {
return $self->solver()->MakeElement(vars, $self->Var());
}
IntExpr* IndexOf(const std::vector<IntVar*>& vars) {
return $self->solver()->MakeElement(vars, $self->Var());
}
}
// Add easy variable getters to BaseLns ([i] gets the value of variable #i).
%extend operations_research::BaseLns {
int64 __getitem__(int index) {
return $self->Value(index);
}
int __len__() {
return $self->Size();
}
}
// Extend IntVarIterator to make it iterable in python.
%extend operations_research::IntVarIterator {
%pythoncode {
def __iter__(self):
self.Init()
return self
def next(self):
if self.Ok():
result = self.Value()
self.Next()
return result
else:
raise StopIteration()
def __next__(self):
return self.next()
} // %pythoncode
}
// Extend IntVar to provide natural iteration over its domains.
%extend operations_research::IntVar {
%pythoncode {
def DomainIterator(self):
return iter(self.DomainIteratorAux(False))
def HoleIterator(self):
return iter(self.HoleIteratorAux(False))
} // %pythoncode
}
%extend operations_research::IntVarLocalSearchFilter {
int64 IndexFromVar(IntVar* const var) const {
int64 index = -1;
$self->FindIndex(var, &index);
return index;
}
}
// ############ BEGIN DUPLICATED CODE BLOCK ############
// IMPORTANT: keep this code block in sync with the .i
// files in ../java and ../csharp.
// TODO(user): extract this duplicated code into a common, multi-language
// .i file with SWIG_exception.
// Protect from failure.
// TODO(user): document this further.
%define PROTECT_FROM_FAILURE(Method, GetSolver)
%exception Method {
operations_research::Solver* const solver = GetSolver;
FailureProtect protect;
solver->set_fail_intercept([&protect]() { protect.JumpBack(); });
if (setjmp(protect.exception_buffer) == 0) {
$action
solver->clear_fail_intercept();
} else {
solver->clear_fail_intercept();
// IMPORTANT: the type and message of the exception raised matter,
// because they are caught by the python overrides of some CP classes.
// See the occurrences of the "PyExc_Exception" std::string below.
PyErr_SetString(PyExc_Exception, "CP Solver fail");
SWIG_fail;
}
}
%enddef
namespace operations_research {
PROTECT_FROM_FAILURE(IntExpr::SetValue(int64 v), arg1->solver());
PROTECT_FROM_FAILURE(IntExpr::SetMin(int64 v), arg1->solver());
PROTECT_FROM_FAILURE(IntExpr::SetMax(int64 v), arg1->solver());
PROTECT_FROM_FAILURE(IntExpr::SetRange(int64 l, int64 u), arg1->solver());
PROTECT_FROM_FAILURE(IntVar::RemoveValue(int64 v), arg1->solver());
PROTECT_FROM_FAILURE(IntVar::RemoveValues(const std::vector<int64>& values),
arg1->solver());
PROTECT_FROM_FAILURE(IntervalVar::SetStartMin(int64 m), arg1->solver());
PROTECT_FROM_FAILURE(IntervalVar::SetStartMax(int64 m), arg1->solver());
PROTECT_FROM_FAILURE(IntervalVar::SetStartRange(int64 mi, int64 ma),
arg1->solver());
PROTECT_FROM_FAILURE(IntervalVar::SetDurationMin(int64 m), arg1->solver());
PROTECT_FROM_FAILURE(IntervalVar::SetDurationMax(int64 m), arg1->solver());
PROTECT_FROM_FAILURE(IntervalVar::SetDurationRange(int64 mi, int64 ma),
arg1->solver());
PROTECT_FROM_FAILURE(IntervalVar::SetEndMin(int64 m), arg1->solver());
PROTECT_FROM_FAILURE(IntervalVar::SetEndMax(int64 m), arg1->solver());
PROTECT_FROM_FAILURE(IntervalVar::SetEndRange(int64 mi, int64 ma),
arg1->solver());
PROTECT_FROM_FAILURE(IntervalVar::SetPerformed(bool val), arg1->solver());
PROTECT_FROM_FAILURE(Solver::AddConstraint(Constraint* const c), arg1);
PROTECT_FROM_FAILURE(Solver::Fail(), arg1);
} // namespace operations_research
#undef PROTECT_FROM_FAILURE
// ############ END DUPLICATED CODE BLOCK ############
// ============= Exposed C++ API : Solver class ==============
%ignoreall
%unignore operations_research;
namespace operations_research {
// Solver: Basic API.
%unignore Solver;
%unignore Solver::Solver;
%unignore Solver::~Solver;
%unignore Solver::AddConstraint;
%unignore Solver::Solve;
%unignore Solver::DefaultSolverParameters;
%rename (Parameters) Solver::parameters;
%unignore Solver::DemonPriority;
%unignore Solver::DELAYED_PRIORITY;
%unignore Solver::VAR_PRIORITY;
%unignore Solver::NORMAL_PRIORITY;
// Solver: Decomposed or specialized Solve() API.
%unignore Solver::NewSearch;
%unignore Solver::NextSolution;
%unignore Solver::RestartSearch;
%unignore Solver::EndSearch;
%unignore Solver::Fail;
%unignore Solver::SolveAndCommit;
%unignore Solver::FinishCurrentSearch;
%unignore Solver::RestartCurrentSearch;
// TOOD(lperron): Support Action in python.
// %unignore Solver::AddBacktrackAction;
// Solver: Debug and performance counters.
%rename (WallTime) Solver::wall_time;
%rename (Branches) Solver::branches;
%rename (Solutions) Solver::solutions;
%rename (Failures) Solver::failures;
%rename (AcceptedNeighbors) Solver::accepted_neighbors;
%rename (Stamp) Solver::stamp;
%rename (FailStamp) Solver::fail_stamp;
%unignore Solver::SearchDepth;
%unignore Solver::SearchLeftDepth;
%unignore Solver::SolveDepth;
%rename (Constraints) Solver::constraints;
%unignore Solver::CheckAssignment;
%unignore Solver::CheckConstraint;
%unignore Solver::MemoryUsage;
%unignore Solver::LocalSearchProfile;
// Solver: IntVar creation. We always strip the "Make" prefix in python.
%rename (IntVar) Solver::MakeIntVar;
%rename (BoolVar) Solver::MakeBoolVar;
%rename (IntConst) Solver::MakeIntConst;
// Solver: IntExpr creation. Most methods creating IntExpr are not exposed
// directly in python, but rather via the "Natural language" API. See examples.
%rename (Sum) Solver::MakeSum(const std::vector<IntVar*>&);
%rename (ScalProd) Solver::MakeScalProd;
%rename (Max) Solver::MakeMax;
%rename (Min) Solver::MakeMin;
%rename (SemiContinuousExpr) Solver::MakeSemiContinuousExpr;
%rename (MonotonicElement) Solver::MakeMonotonicElement;
%rename (IndexExpression) Solver::MakeIndexExpression;
%rename (ConvexPiecewiseExpr) Solver::MakeConvexPiecewiseExpr;
%rename (ConditionalExpression) Solver::MakeConditionalExpression;
%rename (Element) Solver::MakeElement;
// Solver: Basic constraints.
%rename (TrueConstraint) Solver::MakeTrueConstraint;
%rename (FalseConstraint) Solver::MakeFalseConstraint;
%rename (AllDifferent) Solver::MakeAllDifferent;
%rename (AllDifferentExcept) Solver::MakeAllDifferentExcept;
%rename (AllowedAssignments) Solver::MakeAllowedAssignments;
%rename (BetweenCt) Solver::MakeBetweenCt;
%rename (DisjunctiveConstraint) Solver::MakeDisjunctiveConstraint;
%rename (Distribute) Solver::MakeDistribute;
%rename (Cumulative) Solver::MakeCumulative;
// Solver: Constraints extracted from expressions.
%rename (SumLessOrEqual) Solver::MakeSumLessOrEqual;
%rename (SumGreaterOrEqual) Solver::MakeSumGreaterOrEqual;
%rename (SumEquality) Solver::MakeSumEquality;
%rename (ScalProdEquality) Solver::MakeScalProdEquality;
%rename (ScalProdGreaterOrEqual) Solver::MakeScalProdGreaterOrEqual;
%rename (ScalProdLessOrEqual) Solver::MakeScalProdLessOrEqual;
%rename (MinEquality) Solver::MakeMinEquality;
%rename (MaxEquality) Solver::MakeMaxEquality;
%rename (ElementEquality) Solver::MakeElementEquality;
%rename (AbsEquality) Solver::MakeAbsEquality;
%rename (IndexOfConstraint) Solver::MakeIndexOfConstraint;
// Solver: Constraints about interval variables.
%rename (FixedDurationIntervalVar) Solver::MakeFixedDurationIntervalVar;
%rename (IntervalVar) Solver::MakeIntervalVar;
%rename (FixedInterval) Solver::MakeFixedInterval;
%rename (MirrorInterval) Solver::MakeMirrorInterval;
%rename (FixedDurationStartSyncedOnStartIntervalVar)
Solver::MakeFixedDurationStartSyncedOnStartIntervalVar;
%rename (FixedDurationStartSyncedOnEndIntervalVar)
Solver::MakeFixedDurationStartSyncedOnEndIntervalVar;
%rename (FixedDurationEndSyncedOnStartIntervalVar)
Solver::MakeFixedDurationEndSyncedOnStartIntervalVar;
%rename (FixedDurationEndSyncedOnEndIntervalVar)
Solver::MakeFixedDurationEndSyncedOnEndIntervalVar;
%rename (IntervalRelaxedMin) Solver::MakeIntervalRelaxedMin;
%rename (IntervalRelaxedMax) Solver::MakeIntervalRelaxedMax;
%rename (TemporalDisjunction) Solver::MakeTemporalDisjunction;
%rename (Cover) Solver::MakeCover;
// Solver: Constraints tying a boolean var to an expression. Model-wise; it is
// equivalent to creating the expression via the python natural API; and then
// declaring its equality to the boolean var.
%rename (IsEqualCstVar) Solver::MakeIsEqualCstVar;
%rename (IsEqualVar) Solver::MakeIsEqualVar;
%rename (IsDifferentCstVar) Solver::MakeIsDifferentCstVar;
%rename (IsDifferentVar) Solver::MakeIsDifferentVar;
%rename (IsGreaterCstVar) Solver::MakeIsGreaterCstVar;
%rename (IsGreaterVar) Solver::MakeIsGreaterVar;
%rename (IsLessCstVar) Solver::MakeIsLessCstVar;
%rename (IsLessVar) Solver::MakeIsLessVar;
%rename (IsGreaterOrEqualCstVar) Solver::MakeIsGreaterOrEqualCstVar;
%rename (IsGreaterOrEqualVar) Solver::MakeIsGreaterOrEqualVar;
%rename (IsLessOrEqualCstVar) Solver::MakeIsLessOrEqualCstVar;
%rename (IsLessOrEqualVar) Solver::MakeIsLessOrEqualVar;
%rename (IsBetweenVar) Solver::MakeIsBetweenVar;
%rename (IsMemberVar) Solver::MakeIsMemberVar;
// The methods below should be avoided: use the *Var versions above if you can.
%rename (IsEqualCstCt) Solver::MakeIsEqualCstCt;
%rename (IsEqualCt) Solver::MakeIsEqualCt;
%rename (IsDifferentCstCt) Solver::MakeIsDifferentCstCt;
%rename (IsDifferentCt) Solver::MakeIsDifferentCt;
%rename (IsGreaterCstCt) Solver::MakeIsGreaterCstCt;
%rename (IsGreaterCt) Solver::MakeIsGreaterCt;
%rename (IsLessCstCt) Solver::MakeIsLessCstCt;
%rename (IsLessCt) Solver::MakeIsLessCt;
%rename (IsGreaterOrEqualCstCt) Solver::MakeIsGreaterOrEqualCstCt;
%rename (IsGreaterOrEqualCt) Solver::MakeIsGreaterOrEqualCt;
%rename (IsLessOrEqualCstCt) Solver::MakeIsLessOrEqualCstCt;
%rename (IsLessOrEqualCt) Solver::MakeIsLessOrEqualCt;
%rename (IsBetweenCt) Solver::MakeIsBetweenCt;
%rename (IsMemberCt) Solver::MakeIsMemberCt;
// Solver: Elaborate constraint creation.
%rename (Count) Solver::MakeCount;
%rename (Deviation) Solver::MakeDeviation;
%rename (SortingConstraint) Solver::MakeSortingConstraint;
%rename (LexicalLess) Solver::MakeLexicalLess;
%rename (LexicalLessOrEqual) Solver::MakeLexicalLessOrEqual;
%rename (InversePermutationConstraint) Solver::MakeInversePermutationConstraint;
%rename (NullIntersect) Solver::MakeNullIntersect;
%rename (NullIntersectExcept) Solver::MakeNullIntersectExcept;
%rename (Circuit) Solver::MakeCircuit;
%rename (MemberCt) Solver::MakeMemberCt;
%rename (NotMemberCt) Solver::MakeNotMemberCt;
%rename (SubCircuit) Solver::MakeSubCircuit;
%rename (PathCumul) Solver::MakePathCumul;
%rename (DelayedPathCumul) Solver::MakeDelayedPathCumul;
%rename (TransitionConstraint) Solver::MakeTransitionConstraint;
%rename (NonOverlappingBoxesConstraint)
Solver::MakeNonOverlappingBoxesConstraint;
%rename (Pack) Solver::MakePack;
// Solver: Other object creation.
%rename (Assignment) Solver::MakeAssignment;
// Solver: Demon creation and demon-related methods.
%unignore Solver::ShouldFail;
%rename (ConstraintInitialPropagateCallback)
Solver::MakeConstraintInitialPropagateCallback;
%rename (DelayedConstraintInitialPropagateCallback)
Solver::MakeDelayedConstraintInitialPropagateCallback;
%rename (ClosureDemon) Solver::MakeClosureDemon;
// Solver: Solution Collectors
%rename (BestValueSolutionCollector) Solver::MakeBestValueSolutionCollector;
%rename (FirstSolutionCollector) Solver::MakeFirstSolutionCollector;
%rename (LastSolutionCollector) Solver::MakeLastSolutionCollector;
%rename (AllSolutionCollector) Solver::MakeAllSolutionCollector;
// Solver: Objective variables, i.e. OptimizeVar creation.
%rename (Minimize) Solver::MakeMinimize;
%rename (Maximize) Solver::MakeMaximize;
%rename (Optimize) Solver::MakeOptimize;
%rename (WeightedMinimize) Solver::MakeWeightedMinimize;
%rename (WeightedMaximize) Solver::MakeWeightedMaximize;
%rename (WeightedOptimize) Solver::MakeWeightedOptimize;
// Solver: Meta-heuristics.
%rename (TabuSearch) Solver::MakeTabuSearch;
%rename (SimulatedAnnealing) Solver::MakeSimulatedAnnealing;
%rename (GuidedLocalSearch) Solver::MakeGuidedLocalSearch;
%rename (LubyRestart) Solver::MakeLubyRestart;
%rename (ConstantRestart) Solver::MakeConstantRestart;
// Solver: Search Limits.
%unignore Solver::RegularLimitParameters; // search_limit.proto
%rename (Limit) Solver::MakeLimit;
%rename (TimeLimit) Solver::MakeTimeLimit;
%rename (BranchesLimit) Solver::MakeBranchesLimit;
%rename (FailuresLimit) Solver::MakeFailuresLimit;
%rename (SolutionsLimit) Solver::MakeSolutionsLimit;
%rename (CustomLimit) Solver::MakeCustomLimit;
// Solver: Search logs.
%rename (SearchLog) Solver::MakeSearchLog;
%rename (SearchTrace) Solver::MakeSearchTrace;
%rename (TreeMonitor) Solver::MakeTreeMonitor;
// Solver: Model visitors.
%unignore Solver::Accept;
%rename (PrintModelVisitor) Solver::MakePrintModelVisitor;
%rename (StatisticsModelVisitor) Solver::MakeStatisticsModelVisitor;
// Solver: Decisions
%rename (SplitVariableDomain) Solver::MakeSplitVariableDomain;
%rename (AssignVariableValue) Solver::MakeAssignVariableValue;
%rename (VariableLessOrEqualValue) Solver::MakeVariableLessOrEqualValue;
%rename (VariableGreaterOrEqualValue) Solver::MakeVariableGreaterOrEqualValue;
%rename (AssignVariableValueOrFail) Solver::MakeAssignVariableValueOrFail;
%rename (AssignVariablesValues) Solver::MakeAssignVariablesValues;
%rename (FailDecision) Solver::MakeFailDecision;
%rename (Decision) Solver::MakeDecision;
// Solver: Decision builders. Many versions of MakePhase() are not exposed
// directly; instead there are python-specific shortcuts provided above.
// See the occurrences of "DecisionBuilder*" in this file.
%unignore Solver::Try(const std::vector<DecisionBuilder*>&);
%unignore Solver::Compose(const std::vector<DecisionBuilder*>&);
%rename (SolveOnce) Solver::MakeSolveOnce(DecisionBuilder* const,
const std::vector<SearchMonitor*>&);
%rename (Phase) Solver::MakePhase(const std::vector<IntVar*>&,
IntVarStrategy, IntValueStrategy);
%rename (Phase) Solver::MakePhase(const std::vector<IntervalVar*>&,
IntervalStrategy);
%rename (Phase) Solver::MakePhase(const std::vector<SequenceVar*>&,
SequenceStrategy);
%rename (DefaultPhase) Solver::MakeDefaultPhase;
%rename (LocalSearchPhase) Solver::MakeLocalSearchPhase;
%rename (ScheduleOrPostpone) Solver::MakeScheduleOrPostpone;
%rename (ScheduleOrExpedite) Solver::MakeScheduleOrExpedite;
%rename (RankFirstInterval) Solver::MakeRankFirstInterval;
%rename (RankLastInterval) Solver::MakeRankLastInterval;
%rename (DecisionBuilderFromAssignment)
Solver::MakeDecisionBuilderFromAssignment;
%rename (ConstraintAdder) Solver::MakeConstraintAdder;
%rename (NestedOptimize) Solver::MakeNestedOptimize;
%rename (StoreAssignment) Solver::MakeStoreAssignment;
%rename (RestoreAssignment) Solver::MakeRestoreAssignment;
// Solver: Local search operators.
%rename (Operator) Solver::MakeOperator;
%rename (RandomLnsOperator) Solver::MakeRandomLnsOperator;
%unignore Solver::ConcatenateOperators;
%unignore Solver::RandomConcatenateOperators;
%rename (LocalSearchPhaseParameters) Solver::MakeLocalSearchPhaseParameters;
%rename (MoveTowardTargetOperator) Solver::MakeMoveTowardTargetOperator;
%rename (NeighborhoodLimit) Solver::MakeNeighborhoodLimit;
// Random part.
%unignore Solver::Rand64;
%unignore Solver::Rand32;
%unignore Solver::ReSeed;
// Enums. Each section below exposes one enum, with all its exposed values.
%unignore Solver::IntVarStrategy;
%unignore Solver::INT_VAR_DEFAULT;
%unignore Solver::INT_VAR_SIMPLE;
%unignore Solver::CHOOSE_FIRST_UNBOUND;
%unignore Solver::CHOOSE_RANDOM;
%unignore Solver::CHOOSE_MIN_SIZE_LOWEST_MIN;
%unignore Solver::CHOOSE_MIN_SIZE_HIGHEST_MIN;