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