ordered_groups.h revision 79397c21138f54fcff6ec067b44b847f1f7e0e98
1// Ceres Solver - A fast non-linear least squares minimizer
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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 <vector>
37#include "ceres/internal/port.h"
38#include "glog/logging.h"
39
40namespace ceres {
41
42// A class for storing and manipulating an ordered collection of
43// groups/sets with the following semantics:
44//
45// Group ids are non-negative integer values. Elements are any type
46// that can serve as a key in a map or an element of a set.
47//
48// An element can only belong to one group at a time. A group may
49// contain an arbitrary number of elements.
50//
51// Groups are ordered by their group id.
52template <typename T>
53class OrderedGroups {
54 public:
55  // Add an element to a group. If a group with this id does not
56  // exist, one is created. This method can be called any number of
57  // times for the same element. Group ids should be non-negative
58  // numbers.
59  //
60  // Return value indicates if adding the element was a success.
61  bool AddElementToGroup(const T element, const int group) {
62    if (group < 0) {
63      return false;
64    }
65
66    typename map<T, int>::const_iterator it = element_to_group_.find(element);
67    if (it != element_to_group_.end()) {
68      if (it->second == group) {
69        // Element is already in the right group, nothing to do.
70        return true;
71      }
72
73      group_to_elements_[it->second].erase(element);
74      if (group_to_elements_[it->second].size() == 0) {
75        group_to_elements_.erase(it->second);
76      }
77    }
78
79    element_to_group_[element] = group;
80    group_to_elements_[group].insert(element);
81    return true;
82  }
83
84  void Clear() {
85    group_to_elements_.clear();
86    element_to_group_.clear();
87  }
88
89  // Remove the element, no matter what group it is in. Return value
90  // indicates if the element was actually removed.
91  bool Remove(const T element) {
92    const int current_group = GroupId(element);
93    if (current_group < 0) {
94      return false;
95    }
96
97    group_to_elements_[current_group].erase(element);
98
99    if (group_to_elements_[current_group].size() == 0) {
100      // If the group is empty, then get rid of it.
101      group_to_elements_.erase(current_group);
102    }
103
104    element_to_group_.erase(element);
105    return true;
106  }
107
108  // Bulk remove elements. The return value indicates the number of
109  // elements successfully removed.
110  int Remove(const vector<T>& elements) {
111    if (NumElements() == 0 || elements.size() == 0) {
112      return 0;
113    }
114
115    int num_removed = 0;
116    for (int i = 0; i < elements.size(); ++i) {
117      num_removed += Remove(elements[i]);
118    }
119    return num_removed;
120  }
121
122  // Reverse the order of the groups in place.
123  void Reverse() {
124    typename map<int, set<T> >::reverse_iterator it =
125        group_to_elements_.rbegin();
126    map<int, set<T> > new_group_to_elements;
127    new_group_to_elements[it->first] = it->second;
128
129    int new_group_id = it->first + 1;
130    for (++it; it != group_to_elements_.rend(); ++it) {
131      for (typename set<T>::const_iterator element_it = it->second.begin();
132           element_it != it->second.end();
133           ++element_it) {
134        element_to_group_[*element_it] = new_group_id;
135      }
136      new_group_to_elements[new_group_id] = it->second;
137      new_group_id++;
138    }
139
140    group_to_elements_.swap(new_group_to_elements);
141  }
142
143  // Return the group id for the element. If the element is not a
144  // member of any group, return -1.
145  int GroupId(const T element) const {
146    typename map<T, int>::const_iterator it = element_to_group_.find(element);
147    if (it == element_to_group_.end()) {
148      return -1;
149    }
150    return it->second;
151  }
152
153  bool IsMember(const T element) const {
154    typename map<T, int>::const_iterator it = element_to_group_.find(element);
155    return (it != element_to_group_.end());
156  }
157
158  // This function always succeeds, i.e., implicitly there exists a
159  // group for every integer.
160  int GroupSize(const int group) const {
161    typename map<int, set<T> >::const_iterator it =
162        group_to_elements_.find(group);
163    return (it ==  group_to_elements_.end()) ? 0 : it->second.size();
164  }
165
166  int NumElements() const {
167    return element_to_group_.size();
168  }
169
170  // Number of groups with one or more elements.
171  int NumGroups() const {
172    return group_to_elements_.size();
173  }
174
175  // The first group with one or more elements. Calling this when
176  // there are no groups with non-zero elements will result in a
177  // crash.
178  int MinNonZeroGroup() const {
179    CHECK_NE(NumGroups(), 0);
180    return group_to_elements_.begin()->first;
181  }
182
183  const map<int, set<T> >& group_to_elements() const {
184    return group_to_elements_;
185  }
186
187  const map<T, int>& element_to_group() const {
188    return element_to_group_;
189  }
190
191 private:
192  map<int, set<T> > group_to_elements_;
193  map<T, int> element_to_group_;
194};
195
196// Typedef for the most commonly used version of OrderedGroups.
197typedef OrderedGroups<double*> ParameterBlockOrdering;
198
199}  // namespace ceres
200
201#endif  // CERES_PUBLIC_ORDERED_GROUP_H_
202