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- // Copyright 2006 The RE2 Authors. All Rights Reserved.
- // Use of this source code is governed by a BSD-style
- // license that can be found in the LICENSE file.
- #ifndef UTIL_SPARSE_ARRAY_H_
- #define UTIL_SPARSE_ARRAY_H_
- // DESCRIPTION
- //
- // SparseArray<T>(m) is a map from integers in [0, m) to T values.
- // It requires (sizeof(T)+sizeof(int))*m memory, but it provides
- // fast iteration through the elements in the array and fast clearing
- // of the array. The array has a concept of certain elements being
- // uninitialized (having no value).
- //
- // Insertion and deletion are constant time operations.
- //
- // Allocating the array is a constant time operation
- // when memory allocation is a constant time operation.
- //
- // Clearing the array is a constant time operation (unusual!).
- //
- // Iterating through the array is an O(n) operation, where n
- // is the number of items in the array (not O(m)).
- //
- // The array iterator visits entries in the order they were first
- // inserted into the array. It is safe to add items to the array while
- // using an iterator: the iterator will visit indices added to the array
- // during the iteration, but will not re-visit indices whose values
- // change after visiting. Thus SparseArray can be a convenient
- // implementation of a work queue.
- //
- // The SparseArray implementation is NOT thread-safe. It is up to the
- // caller to make sure only one thread is accessing the array. (Typically
- // these arrays are temporary values and used in situations where speed is
- // important.)
- //
- // The SparseArray interface does not present all the usual STL bells and
- // whistles.
- //
- // Implemented with reference to Briggs & Torczon, An Efficient
- // Representation for Sparse Sets, ACM Letters on Programming Languages
- // and Systems, Volume 2, Issue 1-4 (March-Dec. 1993), pp. 59-69.
- //
- // Briggs & Torczon popularized this technique, but it had been known
- // long before their paper. They point out that Aho, Hopcroft, and
- // Ullman's 1974 Design and Analysis of Computer Algorithms and Bentley's
- // 1986 Programming Pearls both hint at the technique in exercises to the
- // reader (in Aho & Hopcroft, exercise 2.12; in Bentley, column 1
- // exercise 8).
- //
- // Briggs & Torczon describe a sparse set implementation. I have
- // trivially generalized it to create a sparse array (actually the original
- // target of the AHU and Bentley exercises).
- // IMPLEMENTATION
- //
- // SparseArray is an array dense_ and an array sparse_ of identical size.
- // At any point, the number of elements in the sparse array is size_.
- //
- // The array dense_ contains the size_ elements in the sparse array (with
- // their indices),
- // in the order that the elements were first inserted. This array is dense:
- // the size_ pairs are dense_[0] through dense_[size_-1].
- //
- // The array sparse_ maps from indices in [0,m) to indices in [0,size_).
- // For indices present in the array, dense_[sparse_[i]].index_ == i.
- // For indices not present in the array, sparse_ can contain any value at all,
- // perhaps outside the range [0, size_) but perhaps not.
- //
- // The lax requirement on sparse_ values makes clearing the array very easy:
- // set size_ to 0. Lookups are slightly more complicated.
- // An index i has a value in the array if and only if:
- // sparse_[i] is in [0, size_) AND
- // dense_[sparse_[i]].index_ == i.
- // If both these properties hold, only then it is safe to refer to
- // dense_[sparse_[i]].value_
- // as the value associated with index i.
- //
- // To insert a new entry, set sparse_[i] to size_,
- // initialize dense_[size_], and then increment size_.
- //
- // To make the sparse array as efficient as possible for non-primitive types,
- // elements may or may not be destroyed when they are deleted from the sparse
- // array through a call to resize(). They immediately become inaccessible, but
- // they are only guaranteed to be destroyed when the SparseArray destructor is
- // called.
- //
- // A moved-from SparseArray will be empty.
- // Doing this simplifies the logic below.
- #ifndef __has_feature
- #define __has_feature(x) 0
- #endif
- #include <assert.h>
- #include <stdint.h>
- #if __has_feature(memory_sanitizer)
- #include <sanitizer/msan_interface.h>
- #endif
- #include <algorithm>
- #include <memory>
- #include <utility>
- #include "util/pod_array.h"
- namespace re2 {
- template<typename Value>
- class SparseArray {
- public:
- SparseArray();
- explicit SparseArray(int max_size);
- ~SparseArray();
- // IndexValue pairs: exposed in SparseArray::iterator.
- class IndexValue;
- typedef IndexValue* iterator;
- typedef const IndexValue* const_iterator;
- SparseArray(const SparseArray& src);
- SparseArray(SparseArray&& src);
- SparseArray& operator=(const SparseArray& src);
- SparseArray& operator=(SparseArray&& src);
- // Return the number of entries in the array.
- int size() const {
- return size_;
- }
- // Indicate whether the array is empty.
- int empty() const {
- return size_ == 0;
- }
- // Iterate over the array.
- iterator begin() {
- return dense_.data();
- }
- iterator end() {
- return dense_.data() + size_;
- }
- const_iterator begin() const {
- return dense_.data();
- }
- const_iterator end() const {
- return dense_.data() + size_;
- }
- // Change the maximum size of the array.
- // Invalidates all iterators.
- void resize(int new_max_size);
- // Return the maximum size of the array.
- // Indices can be in the range [0, max_size).
- int max_size() const {
- if (dense_.data() != NULL)
- return dense_.size();
- else
- return 0;
- }
- // Clear the array.
- void clear() {
- size_ = 0;
- }
- // Check whether index i is in the array.
- bool has_index(int i) const;
- // Comparison function for sorting.
- // Can sort the sparse array so that future iterations
- // will visit indices in increasing order using
- // std::sort(arr.begin(), arr.end(), arr.less);
- static bool less(const IndexValue& a, const IndexValue& b);
- public:
- // Set the value at index i to v.
- iterator set(int i, const Value& v) {
- return SetInternal(true, i, v);
- }
- // Set the value at new index i to v.
- // Fast but unsafe: only use if has_index(i) is false.
- iterator set_new(int i, const Value& v) {
- return SetInternal(false, i, v);
- }
- // Set the value at index i to v.
- // Fast but unsafe: only use if has_index(i) is true.
- iterator set_existing(int i, const Value& v) {
- return SetExistingInternal(i, v);
- }
- // Get the value at index i.
- // Fast but unsafe: only use if has_index(i) is true.
- Value& get_existing(int i) {
- assert(has_index(i));
- return dense_[sparse_[i]].value_;
- }
- const Value& get_existing(int i) const {
- assert(has_index(i));
- return dense_[sparse_[i]].value_;
- }
- private:
- iterator SetInternal(bool allow_existing, int i, const Value& v) {
- DebugCheckInvariants();
- if (static_cast<uint32_t>(i) >= static_cast<uint32_t>(max_size())) {
- assert(false && "illegal index");
- // Semantically, end() would be better here, but we already know
- // the user did something stupid, so begin() insulates them from
- // dereferencing an invalid pointer.
- return begin();
- }
- if (!allow_existing) {
- assert(!has_index(i));
- create_index(i);
- } else {
- if (!has_index(i))
- create_index(i);
- }
- return SetExistingInternal(i, v);
- }
- iterator SetExistingInternal(int i, const Value& v) {
- DebugCheckInvariants();
- assert(has_index(i));
- dense_[sparse_[i]].value_ = v;
- DebugCheckInvariants();
- return dense_.data() + sparse_[i];
- }
- // Add the index i to the array.
- // Only use if has_index(i) is known to be false.
- // Since it doesn't set the value associated with i,
- // this function is private, only intended as a helper
- // for other methods.
- void create_index(int i);
- // In debug mode, verify that some invariant properties of the class
- // are being maintained. This is called at the end of the constructor
- // and at the beginning and end of all public non-const member functions.
- void DebugCheckInvariants() const;
- // Initializes memory for elements [min, max).
- void MaybeInitializeMemory(int min, int max) {
- #if __has_feature(memory_sanitizer)
- __msan_unpoison(sparse_.data() + min, (max - min) * sizeof sparse_[0]);
- #elif defined(RE2_ON_VALGRIND)
- for (int i = min; i < max; i++) {
- sparse_[i] = 0xababababU;
- }
- #endif
- }
- int size_ = 0;
- PODArray<int> sparse_;
- PODArray<IndexValue> dense_;
- };
- template<typename Value>
- SparseArray<Value>::SparseArray() = default;
- template<typename Value>
- SparseArray<Value>::SparseArray(const SparseArray& src)
- : size_(src.size_),
- sparse_(src.max_size()),
- dense_(src.max_size()) {
- std::copy_n(src.sparse_.data(), src.max_size(), sparse_.data());
- std::copy_n(src.dense_.data(), src.max_size(), dense_.data());
- }
- template<typename Value>
- SparseArray<Value>::SparseArray(SparseArray&& src)
- : size_(src.size_),
- sparse_(std::move(src.sparse_)),
- dense_(std::move(src.dense_)) {
- src.size_ = 0;
- }
- template<typename Value>
- SparseArray<Value>& SparseArray<Value>::operator=(const SparseArray& src) {
- // Construct these first for exception safety.
- PODArray<int> a(src.max_size());
- PODArray<IndexValue> b(src.max_size());
- size_ = src.size_;
- sparse_ = std::move(a);
- dense_ = std::move(b);
- std::copy_n(src.sparse_.data(), src.max_size(), sparse_.data());
- std::copy_n(src.dense_.data(), src.max_size(), dense_.data());
- return *this;
- }
- template<typename Value>
- SparseArray<Value>& SparseArray<Value>::operator=(SparseArray&& src) {
- size_ = src.size_;
- sparse_ = std::move(src.sparse_);
- dense_ = std::move(src.dense_);
- src.size_ = 0;
- return *this;
- }
- // IndexValue pairs: exposed in SparseArray::iterator.
- template<typename Value>
- class SparseArray<Value>::IndexValue {
- public:
- int index() const { return index_; }
- Value& value() { return value_; }
- const Value& value() const { return value_; }
- private:
- friend class SparseArray;
- int index_;
- Value value_;
- };
- // Change the maximum size of the array.
- // Invalidates all iterators.
- template<typename Value>
- void SparseArray<Value>::resize(int new_max_size) {
- DebugCheckInvariants();
- if (new_max_size > max_size()) {
- const int old_max_size = max_size();
- // Construct these first for exception safety.
- PODArray<int> a(new_max_size);
- PODArray<IndexValue> b(new_max_size);
- std::copy_n(sparse_.data(), old_max_size, a.data());
- std::copy_n(dense_.data(), old_max_size, b.data());
- sparse_ = std::move(a);
- dense_ = std::move(b);
- MaybeInitializeMemory(old_max_size, new_max_size);
- }
- if (size_ > new_max_size)
- size_ = new_max_size;
- DebugCheckInvariants();
- }
- // Check whether index i is in the array.
- template<typename Value>
- bool SparseArray<Value>::has_index(int i) const {
- assert(i >= 0);
- assert(i < max_size());
- if (static_cast<uint32_t>(i) >= static_cast<uint32_t>(max_size())) {
- return false;
- }
- // Unsigned comparison avoids checking sparse_[i] < 0.
- return (uint32_t)sparse_[i] < (uint32_t)size_ &&
- dense_[sparse_[i]].index_ == i;
- }
- template<typename Value>
- void SparseArray<Value>::create_index(int i) {
- assert(!has_index(i));
- assert(size_ < max_size());
- sparse_[i] = size_;
- dense_[size_].index_ = i;
- size_++;
- }
- template<typename Value> SparseArray<Value>::SparseArray(int max_size) :
- sparse_(max_size), dense_(max_size) {
- MaybeInitializeMemory(size_, max_size);
- DebugCheckInvariants();
- }
- template<typename Value> SparseArray<Value>::~SparseArray() {
- DebugCheckInvariants();
- }
- template<typename Value> void SparseArray<Value>::DebugCheckInvariants() const {
- assert(0 <= size_);
- assert(size_ <= max_size());
- }
- // Comparison function for sorting.
- template<typename Value> bool SparseArray<Value>::less(const IndexValue& a,
- const IndexValue& b) {
- return a.index_ < b.index_;
- }
- } // namespace re2
- #endif // UTIL_SPARSE_ARRAY_H_
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