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Austin Schuh70cc9552019-01-21 19:46:48 -08001// Ceres Solver - A fast non-linear least squares minimizer
2// Copyright 2015 Google Inc. All rights reserved.
3// http://ceres-solver.org/
4//
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6// modification, are permitted provided that the following conditions are met:
7//
8// * Redistributions of source code must retain the above copyright notice,
9// this list of conditions and the following disclaimer.
10// * Redistributions in binary form must reproduce the above copyright notice,
11// this list of conditions and the following disclaimer in the documentation
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14// used to endorse or promote products derived from this software without
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16//
17// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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24// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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26// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
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28//
29// Author: sameeragarwal@google.com (Sameer Agarwal)
30
31#ifndef CERES_PUBLIC_ORDERED_GROUPS_H_
32#define CERES_PUBLIC_ORDERED_GROUPS_H_
33
34#include <map>
35#include <set>
36#include <unordered_map>
37#include <vector>
38#include "ceres/internal/port.h"
39#include "glog/logging.h"
40
41namespace ceres {
42
43// A class for storing and manipulating an ordered collection of
44// groups/sets with the following semantics:
45//
46// Group ids are non-negative integer values. Elements are any type
47// that can serve as a key in a map or an element of a set.
48//
49// An element can only belong to one group at a time. A group may
50// contain an arbitrary number of elements.
51//
52// Groups are ordered by their group id.
53template <typename T>
54class OrderedGroups {
55 public:
56 // Add an element to a group. If a group with this id does not
57 // exist, one is created. This method can be called any number of
58 // times for the same element. Group ids should be non-negative
59 // numbers.
60 //
61 // Return value indicates if adding the element was a success.
62 bool AddElementToGroup(const T element, const int group) {
63 if (group < 0) {
64 return false;
65 }
66
67 auto it = element_to_group_.find(element);
68 if (it != element_to_group_.end()) {
69 if (it->second == group) {
70 // Element is already in the right group, nothing to do.
71 return true;
72 }
73
74 group_to_elements_[it->second].erase(element);
75 if (group_to_elements_[it->second].size() == 0) {
76 group_to_elements_.erase(it->second);
77 }
78 }
79
80 element_to_group_[element] = group;
81 group_to_elements_[group].insert(element);
82 return true;
83 }
84
85 void Clear() {
86 group_to_elements_.clear();
87 element_to_group_.clear();
88 }
89
90 // Remove the element, no matter what group it is in. Return value
91 // indicates if the element was actually removed.
92 bool Remove(const T element) {
93 const int current_group = GroupId(element);
94 if (current_group < 0) {
95 return false;
96 }
97
98 group_to_elements_[current_group].erase(element);
99
100 if (group_to_elements_[current_group].size() == 0) {
101 // If the group is empty, then get rid of it.
102 group_to_elements_.erase(current_group);
103 }
104
105 element_to_group_.erase(element);
106 return true;
107 }
108
109 // Bulk remove elements. The return value indicates the number of
110 // elements successfully removed.
111 int Remove(const std::vector<T>& elements) {
112 if (NumElements() == 0 || elements.size() == 0) {
113 return 0;
114 }
115
116 int num_removed = 0;
117 for (int i = 0; i < elements.size(); ++i) {
118 num_removed += Remove(elements[i]);
119 }
120 return num_removed;
121 }
122
123 // Reverse the order of the groups in place.
124 void Reverse() {
125 if (NumGroups() == 0) {
126 return;
127 }
128
129 auto it = group_to_elements_.rbegin();
130 std::map<int, std::set<T>> new_group_to_elements;
131 new_group_to_elements[it->first] = it->second;
132
133 int new_group_id = it->first + 1;
134 for (++it; it != group_to_elements_.rend(); ++it) {
135 for (const auto& element : it->second) {
136 element_to_group_[element] = new_group_id;
137 }
138 new_group_to_elements[new_group_id] = it->second;
139 new_group_id++;
140 }
141
142 group_to_elements_.swap(new_group_to_elements);
143 }
144
145 // Return the group id for the element. If the element is not a
146 // member of any group, return -1.
147 int GroupId(const T element) const {
148 auto it = element_to_group_.find(element);
149 if (it == element_to_group_.end()) {
150 return -1;
151 }
152 return it->second;
153 }
154
155 bool IsMember(const T element) const {
156 auto it = element_to_group_.find(element);
157 return (it != element_to_group_.end());
158 }
159
160 // This function always succeeds, i.e., implicitly there exists a
161 // group for every integer.
162 int GroupSize(const int group) const {
163 auto it = group_to_elements_.find(group);
164 return (it == group_to_elements_.end()) ? 0 : it->second.size();
165 }
166
167 int NumElements() const {
168 return element_to_group_.size();
169 }
170
171 // Number of groups with one or more elements.
172 int NumGroups() const {
173 return group_to_elements_.size();
174 }
175
176 // The first group with one or more elements. Calling this when
177 // there are no groups with non-zero elements will result in a
178 // crash.
179 int MinNonZeroGroup() const {
180 CHECK_NE(NumGroups(), 0);
181 return group_to_elements_.begin()->first;
182 }
183
184 const std::map<int, std::set<T>>& group_to_elements() const {
185 return group_to_elements_;
186 }
187
188 const std::map<T, int>& element_to_group() const {
189 return element_to_group_;
190 }
191
192 private:
193 std::map<int, std::set<T>> group_to_elements_;
194 std::unordered_map<T, int> element_to_group_;
195};
196
197// Typedef for the most commonly used version of OrderedGroups.
198typedef OrderedGroups<double*> ParameterBlockOrdering;
199
200} // namespace ceres
201
202#endif // CERES_PUBLIC_ORDERED_GROUP_H_