// | |
//======================================================================= | |
// Copyright 2009 Trustees of Indiana University | |
// Authors: Jeremiah J. Willcock, Andrew Lumsdaine | |
// | |
// Distributed under the Boost Software License, Version 1.0. (See | |
// accompanying file LICENSE_1_0.txt or copy at | |
// http://www.boost.org/LICENSE_1_0.txt) | |
//======================================================================= | |
// | |
#ifndef BOOST_D_ARY_HEAP_HPP | |
#define BOOST_D_ARY_HEAP_HPP | |
#include <vector> | |
#include <cstddef> | |
#include <algorithm> | |
#include <utility> | |
#include <boost/assert.hpp> | |
#include <boost/static_assert.hpp> | |
#include <boost/shared_array.hpp> | |
#include <boost/property_map/property_map.hpp> | |
namespace boost { | |
// Swap two elements in a property map without assuming they model | |
// LvaluePropertyMap -- currently not used | |
template <typename PropMap> | |
inline void property_map_swap( | |
PropMap prop_map, | |
const typename boost::property_traits<PropMap>::key_type& ka, | |
const typename boost::property_traits<PropMap>::key_type& kb) { | |
typename boost::property_traits<PropMap>::value_type va = get(prop_map, ka); | |
put(prop_map, ka, get(prop_map, kb)); | |
put(prop_map, kb, va); | |
} | |
namespace detail { | |
template <typename Value> | |
class fixed_max_size_vector { | |
boost::shared_array<Value> m_data; | |
std::size_t m_size; | |
public: | |
typedef std::size_t size_type; | |
fixed_max_size_vector(std::size_t max_size) | |
: m_data(new Value[max_size]), m_size(0) {} | |
std::size_t size() const {return m_size;} | |
bool empty() const {return m_size == 0;} | |
Value& operator[](std::size_t i) {return m_data[i];} | |
const Value& operator[](std::size_t i) const {return m_data[i];} | |
void push_back(Value v) {m_data[m_size++] = v;} | |
void pop_back() {--m_size;} | |
Value& back() {return m_data[m_size - 1];} | |
const Value& back() const {return m_data[m_size - 1];} | |
}; | |
} | |
// D-ary heap using an indirect compare operator (use identity_property_map | |
// as DistanceMap to get a direct compare operator). This heap appears to be | |
// commonly used for Dijkstra's algorithm for its good practical performance | |
// on some platforms; asymptotically, it has an O(lg N) decrease-key | |
// operation while that can be done in constant time on a relaxed heap. The | |
// implementation is mostly based on the binary heap page on Wikipedia and | |
// online sources that state that the operations are the same for d-ary | |
// heaps. This code is not based on the old Boost d-ary heap code. | |
// | |
// - d_ary_heap_indirect is a model of UpdatableQueue as is needed for | |
// dijkstra_shortest_paths. | |
// | |
// - Value must model Assignable. | |
// - Arity must be at least 2 (optimal value appears to be 4, both in my and | |
// third-party experiments). | |
// - IndexInHeapMap must be a ReadWritePropertyMap from Value to | |
// Container::size_type (to store the index of each stored value within the | |
// heap for decrease-key aka update). | |
// - DistanceMap must be a ReadablePropertyMap from Value to something | |
// (typedef'ed as distance_type). | |
// - Compare must be a BinaryPredicate used as a less-than operator on | |
// distance_type. | |
// - Container must be a random-access, contiguous container (in practice, | |
// the operations used probably require that it is std::vector<Value>). | |
// | |
template <typename Value, | |
std::size_t Arity, | |
typename IndexInHeapPropertyMap, | |
typename DistanceMap, | |
typename Compare = std::less<Value>, | |
typename Container = std::vector<Value> > | |
class d_ary_heap_indirect { | |
BOOST_STATIC_ASSERT (Arity >= 2); | |
public: | |
typedef typename Container::size_type size_type; | |
typedef Value value_type; | |
typedef typename boost::property_traits<DistanceMap>::value_type key_type; | |
typedef DistanceMap key_map; | |
d_ary_heap_indirect(DistanceMap distance, | |
IndexInHeapPropertyMap index_in_heap, | |
const Compare& compare = Compare(), | |
const Container& data = Container()) | |
: compare(compare), data(data), distance(distance), | |
index_in_heap(index_in_heap) {} | |
/* Implicit copy constructor */ | |
/* Implicit assignment operator */ | |
size_type size() const { | |
return data.size(); | |
} | |
bool empty() const { | |
return data.empty(); | |
} | |
void push(const Value& v) { | |
size_type index = data.size(); | |
data.push_back(v); | |
put(index_in_heap, v, index); | |
preserve_heap_property_up(index); | |
verify_heap(); | |
} | |
Value& top() { | |
return data[0]; | |
} | |
const Value& top() const { | |
return data[0]; | |
} | |
void pop() { | |
put(index_in_heap, data[0], (size_type)(-1)); | |
if (data.size() != 1) { | |
data[0] = data.back(); | |
put(index_in_heap, data[0], 0); | |
data.pop_back(); | |
preserve_heap_property_down(); | |
verify_heap(); | |
} else { | |
data.pop_back(); | |
} | |
} | |
// This function assumes the key has been updated (using an external write | |
// to the distance map or such) | |
// See http://coding.derkeiler.com/Archive/General/comp.theory/2007-05/msg00043.html | |
void update(const Value& v) { /* decrease-key */ | |
size_type index = get(index_in_heap, v); | |
preserve_heap_property_up(index); | |
verify_heap(); | |
} | |
bool contains(const Value& v) const { | |
size_type index = get(index_in_heap, v); | |
return (index != (size_type)(-1)); | |
} | |
void push_or_update(const Value& v) { /* insert if not present, else update */ | |
size_type index = get(index_in_heap, v); | |
if (index == (size_type)(-1)) { | |
index = data.size(); | |
data.push_back(v); | |
put(index_in_heap, v, index); | |
} | |
preserve_heap_property_up(index); | |
verify_heap(); | |
} | |
DistanceMap keys() const { | |
return distance; | |
} | |
private: | |
Compare compare; | |
Container data; | |
DistanceMap distance; | |
IndexInHeapPropertyMap index_in_heap; | |
// The distances being compared using compare and that are stored in the | |
// distance map | |
typedef typename boost::property_traits<DistanceMap>::value_type distance_type; | |
// Get the parent of a given node in the heap | |
static size_type parent(size_type index) { | |
return (index - 1) / Arity; | |
} | |
// Get the child_idx'th child of a given node; 0 <= child_idx < Arity | |
static size_type child(size_type index, std::size_t child_idx) { | |
return index * Arity + child_idx + 1; | |
} | |
// Swap two elements in the heap by index, updating index_in_heap | |
void swap_heap_elements(size_type index_a, size_type index_b) { | |
using std::swap; | |
Value value_a = data[index_a]; | |
Value value_b = data[index_b]; | |
data[index_a] = value_b; | |
data[index_b] = value_a; | |
put(index_in_heap, value_a, index_b); | |
put(index_in_heap, value_b, index_a); | |
} | |
// Emulate the indirect_cmp that is now folded into this heap class | |
bool compare_indirect(const Value& a, const Value& b) const { | |
return compare(get(distance, a), get(distance, b)); | |
} | |
// Verify that the array forms a heap; commented out by default | |
void verify_heap() const { | |
// This is a very expensive test so it should be disabled even when | |
// NDEBUG is not defined | |
#if 0 | |
for (size_t i = 1; i < data.size(); ++i) { | |
if (compare_indirect(data[i], data[parent(i)])) { | |
BOOST_ASSERT (!"Element is smaller than its parent"); | |
} | |
} | |
#endif | |
} | |
// Starting at a node, move up the tree swapping elements to preserve the | |
// heap property | |
void preserve_heap_property_up(size_type index) { | |
size_type orig_index = index; | |
size_type num_levels_moved = 0; | |
// The first loop just saves swaps that need to be done in order to avoid | |
// aliasing issues in its search; there is a second loop that does the | |
// necessary swap operations | |
if (index == 0) return; // Do nothing on root | |
Value currently_being_moved = data[index]; | |
distance_type currently_being_moved_dist = | |
get(distance, currently_being_moved); | |
for (;;) { | |
if (index == 0) break; // Stop at root | |
size_type parent_index = parent(index); | |
Value parent_value = data[parent_index]; | |
if (compare(currently_being_moved_dist, get(distance, parent_value))) { | |
++num_levels_moved; | |
index = parent_index; | |
continue; | |
} else { | |
break; // Heap property satisfied | |
} | |
} | |
// Actually do the moves -- move num_levels_moved elements down in the | |
// tree, then put currently_being_moved at the top | |
index = orig_index; | |
for (size_type i = 0; i < num_levels_moved; ++i) { | |
size_type parent_index = parent(index); | |
Value parent_value = data[parent_index]; | |
put(index_in_heap, parent_value, index); | |
data[index] = parent_value; | |
index = parent_index; | |
} | |
data[index] = currently_being_moved; | |
put(index_in_heap, currently_being_moved, index); | |
verify_heap(); | |
} | |
// From the root, swap elements (each one with its smallest child) if there | |
// are any parent-child pairs that violate the heap property | |
void preserve_heap_property_down() { | |
if (data.empty()) return; | |
size_type index = 0; | |
Value currently_being_moved = data[0]; | |
distance_type currently_being_moved_dist = | |
get(distance, currently_being_moved); | |
size_type heap_size = data.size(); | |
Value* data_ptr = &data[0]; | |
for (;;) { | |
size_type first_child_index = child(index, 0); | |
if (first_child_index >= heap_size) break; /* No children */ | |
Value* child_base_ptr = data_ptr + first_child_index; | |
size_type smallest_child_index = 0; | |
distance_type smallest_child_dist = get(distance, child_base_ptr[smallest_child_index]); | |
if (first_child_index + Arity <= heap_size) { | |
// Special case for a statically known loop count (common case) | |
for (size_t i = 1; i < Arity; ++i) { | |
Value i_value = child_base_ptr[i]; | |
distance_type i_dist = get(distance, i_value); | |
if (compare(i_dist, smallest_child_dist)) { | |
smallest_child_index = i; | |
smallest_child_dist = i_dist; | |
} | |
} | |
} else { | |
for (size_t i = 1; i < heap_size - first_child_index; ++i) { | |
distance_type i_dist = get(distance, child_base_ptr[i]); | |
if (compare(i_dist, smallest_child_dist)) { | |
smallest_child_index = i; | |
smallest_child_dist = i_dist; | |
} | |
} | |
} | |
if (compare(smallest_child_dist, currently_being_moved_dist)) { | |
swap_heap_elements(smallest_child_index + first_child_index, index); | |
index = smallest_child_index + first_child_index; | |
continue; | |
} else { | |
break; // Heap property satisfied | |
} | |
} | |
verify_heap(); | |
} | |
}; | |
} // namespace boost | |
#endif // BOOST_D_ARY_HEAP_HPP |