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tuple_set.h
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tuple_set.h
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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.
// Set of integer tuples (fixed-size arrays, all of the same size) with
// a basic API.
// It supports several types of integer arrays transparently, with an
// inherent storage based on int64 arrays.
//
// The key feature is the "lazy" copy:
// - Copying an IntTupleSet won't actually copy the data right away; we
// will just have several IntTupleSet pointing at the same data.
// - Modifying an IntTupleSet which shares his data with others
// will create a new, modified instance of the data payload, and make
// the IntTupleSet point to that new data.
// - Modifying an IntTupleSet that doesn't share its data with any other
// IntTupleSet will modify the data directly.
// Therefore, you don't need to use const IntTupleSet& in methods. Just do:
// void MyMethod(IntTupleSet tuple_set) { ... }
//
// This class is thread hostile as the copy and reference counter are
// not protected by a mutex.
#ifndef OR_TOOLS_UTIL_TUPLE_SET_H_
#define OR_TOOLS_UTIL_TUPLE_SET_H_
#include <algorithm>
#include <vector>
#include "absl/container/flat_hash_map.h"
#include "absl/container/flat_hash_set.h"
#include "ortools/base/hash.h"
#include "ortools/base/integral_types.h"
#include "ortools/base/logging.h"
#include "ortools/base/macros.h"
#include "ortools/base/map_util.h"
namespace operations_research {
// ----- Main IntTupleSet class -----
class IntTupleSet {
public:
// Creates an empty tuple set with a fixed length for all tuples.
explicit IntTupleSet(int arity);
// Copy constructor (it actually does a lazy copy, see toplevel comment).
IntTupleSet(const IntTupleSet& set); // NOLINT
~IntTupleSet();
// Clears data.
void Clear();
// Inserts the tuple to the set. It does nothing if the tuple is
// already in the set. The size of the tuple must be equal to the
// arity of the set. It returns the index at which the tuple was
// inserted (-1 if it was already present).
int Insert(const std::vector<int>& tuple);
int Insert(const std::vector<int64>& tuple);
// Arity fixed version of Insert removing the need for a vector for the user.
int Insert2(int64 v0, int64 v1);
int Insert3(int64 v0, int64 v1, int64 v2);
int Insert4(int64 v0, int64 v1, int64 v2, int64 v3);
// Inserts the tuples.
void InsertAll(const std::vector<std::vector<int64> >& tuples);
void InsertAll(const std::vector<std::vector<int> >& tuples);
// Checks if the tuple is in the set.
bool Contains(const std::vector<int>& tuple) const;
bool Contains(const std::vector<int64>& tuple) const;
// Returns the number of tuples.
int NumTuples() const;
// Get the given tuple's value at the given position. The indices
// of the tuples correspond to the order in which they were
// inserted.
int64 Value(int tuple_index, int pos_in_tuple) const;
// Returns the arity of the set.
int Arity() const;
// Access the raw data, see IntTupleSet::Data::flat_tuples_.
const int64* RawData() const;
// Returns the number of different values in the given column.
int NumDifferentValuesInColumn(int col) const;
// Return a copy of the set, sorted by the "col"-th value of each
// tuples. The sort is stable.
IntTupleSet SortedByColumn(int col) const;
// Returns a copy of the tuple set lexicographically sorted.
IntTupleSet SortedLexicographically() const;
private:
// Class that holds the actual data of an IntTupleSet. It handles
// the reference counters, etc.
class Data {
public:
explicit Data(int arity);
Data(const Data& data);
~Data();
void AddSharedOwner();
bool RemovedSharedOwner();
Data* CopyIfShared();
template <class T>
int Insert(const std::vector<T>& tuple);
template <class T>
bool Contains(const std::vector<T>& candidate) const;
template <class T>
int64 Fingerprint(const std::vector<T>& tuple) const;
int NumTuples() const;
int64 Value(int index, int pos) const;
int Arity() const;
const int64* RawData() const;
void Clear();
private:
const int arity_;
int num_owners_;
// Concatenation of all tuples ever added.
std::vector<int64> flat_tuples_;
// Maps a tuple's fingerprint to the list of tuples with this
// fingerprint, represented by their start index in the
// flat_tuples_ vector.
absl::flat_hash_map<int64, std::vector<int> > tuple_fprint_to_index_;
};
// Used to represent a light representation of a tuple.
struct IndexData {
int index;
IntTupleSet::Data* data;
IndexData(int i, IntTupleSet::Data* const d) : index(i), data(d) {}
static bool Compare(const IndexData& a, const IndexData& b);
};
struct IndexValue {
int index;
int64 value;
IndexValue(int i, int64 v) : index(i), value(v) {}
static bool Compare(const IndexValue& a, const IndexValue& b);
};
mutable Data* data_;
};
// ----- Data -----
inline IntTupleSet::Data::Data(int arity) : arity_(arity), num_owners_(0) {}
inline IntTupleSet::Data::Data(const Data& data)
: arity_(data.arity_),
num_owners_(0),
flat_tuples_(data.flat_tuples_),
tuple_fprint_to_index_(data.tuple_fprint_to_index_) {}
inline IntTupleSet::Data::~Data() {}
inline void IntTupleSet::Data::AddSharedOwner() { num_owners_++; }
inline bool IntTupleSet::Data::RemovedSharedOwner() {
return (--num_owners_ == 0);
}
inline IntTupleSet::Data* IntTupleSet::Data::CopyIfShared() {
if (num_owners_ > 1) { // Copy on write.
Data* const new_data = new Data(*this);
RemovedSharedOwner();
new_data->AddSharedOwner();
return new_data;
}
return this;
}
template <class T>
int IntTupleSet::Data::Insert(const std::vector<T>& tuple) {
DCHECK(arity_ == 0 || flat_tuples_.size() % arity_ == 0);
CHECK_EQ(arity_, tuple.size());
DCHECK_EQ(1, num_owners_);
if (!Contains(tuple)) {
const int index = NumTuples();
const int offset = flat_tuples_.size();
flat_tuples_.resize(offset + arity_);
// On mac os X, using this instead of push_back gives a 10x speedup!
for (int i = 0; i < arity_; ++i) {
flat_tuples_[offset + i] = tuple[i];
}
const int64 fingerprint = Fingerprint(tuple);
tuple_fprint_to_index_[fingerprint].push_back(index);
return index;
} else {
return -1;
}
}
template <class T>
bool IntTupleSet::Data::Contains(const std::vector<T>& candidate) const {
if (candidate.size() != arity_) {
return false;
}
const int64 fingerprint = Fingerprint(candidate);
if (gtl::ContainsKey(tuple_fprint_to_index_, fingerprint)) {
const std::vector<int>& indices =
gtl::FindOrDie(tuple_fprint_to_index_, fingerprint);
for (int i = 0; i < indices.size(); ++i) {
const int tuple_index = indices[i];
for (int j = 0; j < arity_; ++j) {
if (candidate[j] != flat_tuples_[tuple_index * arity_ + j]) {
return false;
}
}
return true;
}
}
return false;
}
template <class T>
int64 IntTupleSet::Data::Fingerprint(const std::vector<T>& tuple) const {
switch (arity_) {
case 0:
return 0;
case 1:
return tuple[0];
case 2: {
uint64 x = tuple[0];
uint64 y = GG_ULONGLONG(0xe08c1d668b756f82);
uint64 z = tuple[1];
mix(x, y, z);
return z;
}
default: {
uint64 x = tuple[0];
uint64 y = GG_ULONGLONG(0xe08c1d668b756f82);
for (int i = 1; i < tuple.size(); ++i) {
uint64 z = tuple[i];
mix(x, y, z);
x = z;
}
return x;
}
}
}
inline int IntTupleSet::Data::NumTuples() const {
return tuple_fprint_to_index_.size();
}
inline int64 IntTupleSet::Data::Value(int index, int pos) const {
DCHECK_GE(index, 0);
DCHECK_LT(index, flat_tuples_.size() / arity_);
DCHECK_GE(pos, 0);
DCHECK_LT(pos, arity_);
return flat_tuples_[index * arity_ + pos];
}
inline int IntTupleSet::Data::Arity() const { return arity_; }
inline const int64* IntTupleSet::Data::RawData() const {
return flat_tuples_.data();
}
inline void IntTupleSet::Data::Clear() {
flat_tuples_.clear();
tuple_fprint_to_index_.clear();
}
inline IntTupleSet::IntTupleSet(int arity) : data_(new Data(arity)) {
CHECK_GE(arity, 0);
data_->AddSharedOwner();
}
inline IntTupleSet::IntTupleSet(const IntTupleSet& set) : data_(set.data_) {
data_->AddSharedOwner();
}
inline IntTupleSet::~IntTupleSet() {
CHECK(data_ != nullptr);
if (data_->RemovedSharedOwner()) {
delete data_;
}
}
inline void IntTupleSet::Clear() {
data_ = data_->CopyIfShared();
data_->Clear();
}
inline int IntTupleSet::Insert(const std::vector<int>& tuple) {
data_ = data_->CopyIfShared();
return data_->Insert(tuple);
}
inline int IntTupleSet::Insert(const std::vector<int64>& tuple) {
data_ = data_->CopyIfShared();
return data_->Insert(tuple);
}
inline int IntTupleSet::Insert2(int64 v0, int64 v1) {
std::vector<int64> tuple(2);
tuple[0] = v0;
tuple[1] = v1;
return Insert(tuple);
}
inline int IntTupleSet::Insert3(int64 v0, int64 v1, int64 v2) {
std::vector<int64> tuple(3);
tuple[0] = v0;
tuple[1] = v1;
tuple[2] = v2;
return Insert(tuple);
}
inline int IntTupleSet::Insert4(int64 v0, int64 v1, int64 v2, int64 v3) {
std::vector<int64> tuple(4);
tuple[0] = v0;
tuple[1] = v1;
tuple[2] = v2;
tuple[3] = v3;
return Insert(tuple);
}
inline bool IntTupleSet::Contains(const std::vector<int>& tuple) const {
return data_->Contains(tuple);
}
inline bool IntTupleSet::Contains(const std::vector<int64>& tuple) const {
return data_->Contains(tuple);
}
inline void IntTupleSet::InsertAll(
const std::vector<std::vector<int> >& tuples) {
data_ = data_->CopyIfShared();
for (int i = 0; i < tuples.size(); ++i) {
Insert(tuples[i]);
}
}
inline void IntTupleSet::InsertAll(
const std::vector<std::vector<int64> >& tuples) {
data_ = data_->CopyIfShared();
for (int i = 0; i < tuples.size(); ++i) {
Insert(tuples[i]);
}
}
inline int IntTupleSet::NumTuples() const { return data_->NumTuples(); }
inline int64 IntTupleSet::Value(int index, int pos) const {
return data_->Value(index, pos);
}
inline int IntTupleSet::Arity() const { return data_->Arity(); }
inline const int64* IntTupleSet::RawData() const { return data_->RawData(); }
inline int IntTupleSet::NumDifferentValuesInColumn(int col) const {
if (col < 0 || col >= data_->Arity()) {
return 0;
}
absl::flat_hash_set<int64> values;
for (int i = 0; i < data_->NumTuples(); ++i) {
values.insert(data_->Value(i, col));
}
return values.size();
}
inline bool IntTupleSet::IndexValue::Compare(const IndexValue& a,
const IndexValue& b) {
return a.value < b.value || (a.value == b.value && a.index < b.index);
}
inline IntTupleSet IntTupleSet::SortedByColumn(int col) const {
std::vector<IndexValue> keys;
keys.reserve(data_->NumTuples());
for (int index = 0; index < data_->NumTuples(); ++index) {
keys.push_back(IndexValue(index, data_->Value(index, col)));
}
std::sort(keys.begin(), keys.end(), IntTupleSet::IndexValue::Compare);
const int arity = data_->Arity();
IntTupleSet sorted(arity);
for (int i = 0; i < keys.size(); ++i) {
const int64* tuple_ptr = data_->RawData() + keys[i].index * arity;
sorted.Insert(std::vector<int64>(tuple_ptr, tuple_ptr + arity));
}
return sorted;
}
inline bool IntTupleSet::IndexData::Compare(const IndexData& a,
const IndexData& b) {
const IntTupleSet::Data* const data = a.data;
const int arity = data->Arity();
for (int i = 0; i < arity; ++i) {
const int64 value1 = data->Value(a.index, i);
const int64 value2 = data->Value(b.index, i);
if (value1 < value2) {
return true;
}
if (value1 > value2) {
return false;
}
}
return false;
}
inline IntTupleSet IntTupleSet::SortedLexicographically() const {
std::vector<IndexData> keys;
keys.reserve(data_->NumTuples());
for (int index = 0; index < data_->NumTuples(); ++index) {
keys.push_back(IndexData(index, data_));
}
std::sort(keys.begin(), keys.end(), IntTupleSet::IndexData::Compare);
const int arity = data_->Arity();
IntTupleSet sorted(arity);
for (int i = 0; i < keys.size(); ++i) {
std::vector<int64> tuple(arity);
const int64* tuple_ptr = data_->RawData() + keys[i].index * arity;
sorted.Insert(std::vector<int64>(tuple_ptr, tuple_ptr + arity));
}
return sorted;
}
} // namespace operations_research
#endif // OR_TOOLS_UTIL_TUPLE_SET_H_