Files
ortools-clone/ortools/flatzinc/model.h
Mizux Seiha 4f381f6d07 backport from main:
* bump abseil to 20250814
* bump protobuf to v32.0
* cmake: add ccache auto support
* backport flatzinc, math_opt and sat update
2025-09-16 16:25:04 +02:00

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17 KiB
C++

// 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.
#ifndef ORTOOLS_FLATZINC_MODEL_H_
#define ORTOOLS_FLATZINC_MODEL_H_
#include <cstdint>
#include <map>
#include <string>
#include <utility>
#include <vector>
#include "absl/container/flat_hash_map.h"
#include "absl/strings/string_view.h"
#include "absl/types/span.h"
#include "ortools/util/logging.h"
namespace operations_research {
namespace fz {
struct Constraint;
class Model;
// A domain represents the possible values of a variable, and its type
// (which carries display information, i.e. a Boolean will be displayed
// differently than an integer with domain {0, 1}).
// It can be:
// - an explicit list of all possible values, in which case is_interval is
// false. If the list is empty, then the domain is empty.
// - an interval, in which case is_interval is true and values.size() == 2,
// and the interval is [values[0], values[1]].
// - all integers, in which case values is empty, and is_interval is true.
// Note that semi-infinite intervals aren't supported.
// - a Boolean domain({ 0, 1 } with Boolean display tag).
// TODO(user): Rework domains, all int64_t should be kintmin..kint64max.
// It is a bit tricky though as we must take care of overflows.
// If is_a_set is true, then this domain has a set semantics. For a set
// variable, any subset of the initial set of values is a valid assignment,
// instead of exactly one value.
struct Domain {
// The values will be sorted and duplicate values will be removed.
static Domain IntegerList(std::vector<int64_t> values);
static Domain AllInt64();
static Domain IntegerValue(int64_t value);
static Domain Interval(int64_t included_min, int64_t included_max);
static Domain Boolean();
static Domain SetOfIntegerList(std::vector<int64_t> values);
static Domain SetOfAllInt64();
static Domain SetOfIntegerValue(int64_t value);
static Domain SetOfInterval(int64_t included_min, int64_t included_max);
static Domain SetOfBoolean();
static Domain EmptyDomain();
static Domain AllFloats();
static Domain FloatValue(double value);
static Domain FloatInterval(double lb, double ub);
// TODO(user): Do we need SetOfFloats() ?
bool HasOneValue() const;
bool empty() const;
// Returns the min of the domain.
int64_t Min() const;
// Returns the max of the domain.
int64_t Max() const;
// Returns the value of the domain. HasOneValue() must return true.
int64_t Value() const;
// Returns true if the domain is [kint64min..kint64max]
bool IsAllInt64() const;
// Various inclusion tests on a domain.
bool Contains(int64_t value) const;
bool OverlapsIntList(const std::vector<int64_t>& vec) const;
bool OverlapsIntInterval(int64_t lb, int64_t ub) const;
bool OverlapsDomain(const Domain& other) const;
// All the following modifiers change the internal representation
// list to interval or interval to list.
bool IntersectWithSingleton(int64_t value);
bool IntersectWithDomain(const Domain& domain);
bool IntersectWithInterval(int64_t interval_min, int64_t interval_max);
bool IntersectWithListOfIntegers(absl::Span<const int64_t> integers);
bool IntersectWithFloatDomain(const Domain& domain);
// Returns true iff the value did belong to the domain, and was removed.
// Try to remove the value. It returns true if it was actually removed.
// If the value is inside a large interval, then it will not be removed.
bool RemoveValue(int64_t value);
// Sets the empty float domain. Returns true.
bool SetEmptyFloatDomain();
std::string DebugString() const;
// These should never be modified from outside the class.
std::vector<int64_t> values;
bool is_interval = false;
bool display_as_boolean = false;
// Indicates if the domain was created as a set domain.
bool is_a_set = false;
bool is_fixed_set = false;
// Float domain.
bool is_float = false;
std::vector<double> float_values;
};
// An int var is a name with a domain of possible values, along with
// some tags. Typically, a Variable is on the heap, and owned by the
// global Model object.
struct Variable {
// This method tries to unify two variables. This can happen during the
// parsing of the model or during presolve. This is possible if at least one
// of the two variable is not the target of a constraint. (otherwise it
// returns false).
// The semantic of the merge is the following:
// - the resulting domain is the intersection of the two domains.
// - if one variable is not temporary, the result is not temporary.
// - if one variable is temporary, the name is the name of the other
// variable. If both variables are temporary or both variables are not
// temporary, the name is chosen arbitrarily between the two names.
bool Merge(absl::string_view other_name, const Domain& other_domain,
bool other_temporary);
std::string DebugString() const;
std::string name;
Domain domain;
// Indicates if the variable is a temporary variable created when flattening
// the model. For instance, if you write x == y * z + y, then it will be
// expanded into y * z == t and x = t + y. And t will be a temporary variable.
bool temporary : 1;
// Indicates if the variable should be created at all. A temporary variable
// can be unreachable in the active model if nobody uses it. In that case,
// there is no need to create it.
bool active : 1;
private:
friend class Model;
Variable(absl::string_view name_, const Domain& domain_, bool temporary_);
};
// An argument is either an integer value, an integer domain, a
// reference to a variable, or an array of variable references.
struct Argument {
enum Type {
INT_VALUE,
INT_INTERVAL,
INT_LIST,
DOMAIN_LIST,
FLOAT_VALUE,
FLOAT_INTERVAL,
FLOAT_LIST,
VAR_REF,
VAR_REF_ARRAY,
VOID_ARGUMENT,
};
static Argument IntegerValue(int64_t value);
static Argument Interval(int64_t imin, int64_t imax);
static Argument IntegerList(std::vector<int64_t> values);
static Argument DomainList(std::vector<Domain> domains);
static Argument FloatValue(double value);
static Argument FloatInterval(double lb, double ub);
static Argument FloatList(std::vector<double> floats);
static Argument VarRef(Variable* var);
static Argument VarRefArray(std::vector<Variable*> vars);
static Argument VoidArgument();
static Argument FromDomain(const Domain& domain);
std::string DebugString() const;
// Returns true if the argument is a variable.
bool IsVariable() const;
// Returns true if the argument has only one value (integer value, integer
// list of size 1, interval of size 1, or variable with a singleton domain).
bool HasOneValue() const;
// Returns the value of the argument. Does DCHECK(HasOneValue()).
int64_t Value() const;
// Returns true if it an integer list, or an array of integer
// variables (or domain) each having only one value.
bool IsArrayOfValues() const;
// Returns true if the argument is an integer value, an integer
// list, or an interval, and it contains the given value.
// It will check that the type is actually one of the above.
bool Contains(int64_t value) const;
// Returns the value of the pos-th element.
int64_t ValueAt(int pos) const;
// Returns the variable inside the argument if the type is VAR_REF,
// or nullptr otherwise.
Variable* Var() const;
// Returns the variable at position pos inside the argument if the type is
// VAR_REF_ARRAY or nullptr otherwise.
Variable* VarAt(int pos) const;
// Returns true is the pos-th argument is fixed.
bool HasOneValueAt(int pos) const;
// Returns the number of object in the argument.
int Size() const;
Type type;
std::vector<int64_t> values;
std::vector<Variable*> variables;
std::vector<Domain> domains;
std::vector<double> floats;
};
// A constraint has a type, some arguments, and a few tags. Typically, a
// Constraint is on the heap, and owned by the global Model object.
struct Constraint {
Constraint(absl::string_view t, std::vector<Argument> args,
bool strong_propag, bool sym, bool redundant)
: type(t),
arguments(std::move(args)),
strong_propagation(strong_propag),
active(true),
is_symmetric_breaking(sym),
is_redundant(redundant) {}
std::string DebugString() const;
// Helpers to be used during presolve.
void MarkAsInactive();
// Helper method to remove one argument.
void RemoveArg(int arg_pos);
// Set as a False constraint.
void SetAsFalse();
// The flatzinc type of the constraint (i.e. "int_eq" for integer equality)
// stored as a string.
std::string type;
std::vector<Argument> arguments;
// Is true if the constraint should use the strongest level of propagation.
// This is a hint in the model. For instance, in the AllDifferent constraint,
// there are different algorithms to propagate with different pruning/speed
// ratios. When strong_propagation is true, one should use, if possible, the
// algorithm with the strongest pruning.
bool strong_propagation : 1;
// Indicates if the constraint is active. Presolve can make it inactive by
// propagating it, or by regrouping it. Once a constraint is inactive, it is
// logically removed from the model, it is not extracted, and it is ignored by
// presolve.
bool active : 1;
// Indicates if the constraint is a symmetric breaking constraint.
bool is_symmetric_breaking : 1;
// Indicates if the constraint is a redundant constraint.
bool is_redundant : 1;
};
// An annotation is a set of information. It has two use cases. One during
// parsing to store intermediate information on model objects (i.e. the defines
// part of a constraint). The other use case is to store all search
// declarations. This persists after model parsing.
struct Annotation {
enum Type {
ANNOTATION_LIST,
IDENTIFIER,
FUNCTION_CALL,
INT_VALUE,
INT_LIST,
INTERVAL,
VAR_REF,
VAR_REF_ARRAY,
STRING_VALUE,
};
static Annotation Empty();
static Annotation AnnotationList(std::vector<Annotation> list);
static Annotation Identifier(absl::string_view id);
static Annotation FunctionCallWithArguments(absl::string_view id,
std::vector<Annotation> args);
static Annotation FunctionCall(absl::string_view id);
static Annotation Interval(int64_t interval_min, int64_t interval_max);
static Annotation IntegerValue(int64_t value);
static Annotation IntegerList(const std::vector<int64_t>& values);
static Annotation VarRef(Variable* var);
static Annotation VarRefArray(std::vector<Variable*> variables);
static Annotation String(absl::string_view str);
std::string DebugString() const;
bool IsFunctionCallWithIdentifier(absl::string_view identifier) const {
return type == FUNCTION_CALL && id == identifier;
}
// Copy all the variable references contained in this annotation (and its
// children). Depending on the type of this annotation, there can be zero,
// one, or several.
void AppendAllVariables(std::vector<Variable*>* vars) const;
Type type;
int64_t interval_min;
int64_t interval_max;
std::string id;
std::vector<Annotation> annotations;
std::vector<Variable*> variables;
std::vector<int64_t> values;
std::string string_value;
};
// Information on what should be displayed when a solution is found.
// It follows the flatzinc specification (www.minizinc.org).
struct SolutionOutputSpecs {
struct Bounds {
Bounds(int64_t min_value_, int64_t max_value_)
: min_value(min_value_), max_value(max_value_) {}
std::string DebugString() const;
int64_t min_value;
int64_t max_value;
};
// Will output: name = <variable value>.
static SolutionOutputSpecs SingleVariable(absl::string_view name,
Variable* variable,
bool display_as_boolean);
// Will output (for example):
// name = array2d(min1..max1, min2..max2, [list of variable values])
// for a 2d array (bounds.size() == 2).
static SolutionOutputSpecs MultiDimensionalArray(
absl::string_view name, std::vector<Bounds> bounds,
std::vector<Variable*> flat_variables, bool display_as_boolean);
// Empty output.
static SolutionOutputSpecs VoidOutput();
std::string DebugString() const;
std::string name;
Variable* variable;
std::vector<Variable*> flat_variables;
// These are the starts and ends of intervals for displaying (potentially
// multi-dimensional) arrays.
std::vector<Bounds> bounds;
bool display_as_boolean;
};
class Model {
public:
explicit Model(absl::string_view name)
: name_(name), objective_(nullptr), maximize_(true) {}
~Model();
// ----- Builder methods -----
// The objects returned by AddVariable(), AddConstant(), and AddConstraint()
// are owned by the model and will remain live for its lifetime.
Variable* AddVariable(absl::string_view name, const Domain& domain,
bool defined, bool set_is_fixed = false);
Variable* AddConstant(int64_t value);
Variable* AddFloatConstant(double value);
// Creates and add a constraint to the model.
void AddConstraint(absl::string_view id, std::vector<Argument> arguments,
bool is_domain, bool symmetry, bool redundant);
void AddConstraint(absl::string_view id, std::vector<Argument> arguments);
void AddOutput(SolutionOutputSpecs output);
// Set the search annotations and the objective: either simply satisfy the
// problem, or minimize or maximize the given variable (which must have been
// added with AddVariable() already).
void Satisfy(std::vector<Annotation> search_annotations);
void Minimize(Variable* obj, std::vector<Annotation> search_annotations);
void Maximize(Variable* obj, std::vector<Annotation> search_annotations);
bool IsInconsistent() const;
// ----- Accessors and mutators -----
const std::vector<Variable*>& variables() const { return variables_; }
const std::vector<Constraint*>& constraints() const { return constraints_; }
const std::vector<Annotation>& search_annotations() const {
return search_annotations_;
}
const std::vector<SolutionOutputSpecs>& output() const { return output_; }
bool maximize() const { return maximize_; }
Variable* objective() const { return objective_; }
const std::vector<Variable*>& float_objective_variables() const {
return float_objective_variables_;
}
const std::vector<double>& float_objective_coefficients() const {
return float_objective_coefficients_;
}
double float_objective_offset() const { return float_objective_offset_; }
void SetObjective(Variable* obj) { objective_ = obj; }
void ClearObjective() { objective_ = nullptr; }
void AddFloatingPointObjectiveTerm(Variable* var, double coeff) {
float_objective_variables_.push_back(var);
float_objective_coefficients_.push_back(coeff);
}
void SetFloatingPointObjectiveOffset(double offset) {
float_objective_offset_ = offset;
}
// Services.
std::string DebugString() const;
const std::string& name() const { return name_; }
private:
const std::string name_;
// owned.
// TODO(user): use unique_ptr
std::vector<Variable*> variables_;
// owned.
// TODO(user): use unique_ptr
std::vector<Constraint*> constraints_;
// The objective variable (it belongs to variables_).
Variable* objective_;
bool maximize_;
std::vector<Variable*> float_objective_variables_;
std::vector<double> float_objective_coefficients_;
double float_objective_offset_ = 0.0;
// All search annotations are stored as a vector of Annotation.
std::vector<Annotation> search_annotations_;
std::vector<SolutionOutputSpecs> output_;
};
// Stand-alone statistics class on the model.
// TODO(user): Clean up API to pass a Model* in argument.
class ModelStatistics {
public:
explicit ModelStatistics(const Model& model, SolverLogger* logger)
: model_(model), logger_(logger) {}
int NumVariableOccurrences(Variable* var) {
return constraints_per_variables_[var].size();
}
void BuildStatistics();
void PrintStatistics() const;
private:
const Model& model_;
SolverLogger* logger_;
std::map<std::string, std::vector<Constraint*>> constraints_per_type_;
absl::flat_hash_map<const Variable*, std::vector<Constraint*>>
constraints_per_variables_;
};
// Helper method to flatten Search annotations.
void FlattenAnnotations(const Annotation& ann, std::vector<Annotation>* out);
} // namespace fz
} // namespace operations_research
#endif // ORTOOLS_FLATZINC_MODEL_H_