// Ceres Solver - A fast non-linear least squares minimizer | |
// Copyright 2019 Google Inc. All rights reserved. | |
// http://ceres-solver.org/ | |
// | |
// Redistribution and use in source and binary forms, with or without | |
// modification, are permitted provided that the following conditions are met: | |
// | |
// * Redistributions of source code must retain the above copyright notice, | |
// this list of conditions and the following disclaimer. | |
// * Redistributions in binary form must reproduce the above copyright notice, | |
// this list of conditions and the following disclaimer in the documentation | |
// and/or other materials provided with the distribution. | |
// * Neither the name of Google Inc. nor the names of its contributors may be | |
// used to endorse or promote products derived from this software without | |
// specific prior written permission. | |
// | |
// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" | |
// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE | |
// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE | |
// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE | |
// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR | |
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// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS | |
// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN | |
// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) | |
// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE | |
// POSSIBILITY OF SUCH DAMAGE. | |
// | |
// Author: sameeragarwal@google.com (Sameer Agarwal) | |
namespace ceres { | |
// A class for storing and manipulating an ordered collection of | |
// groups/sets with the following semantics: | |
// | |
// Group ids are non-negative integer values. Elements are any type | |
// that can serve as a key in a map or an element of a set. | |
// | |
// An element can only belong to one group at a time. A group may | |
// contain an arbitrary number of elements. | |
// | |
// Groups are ordered by their group id. | |
template <typename T> | |
class OrderedGroups { | |
public: | |
// Add an element to a group. If a group with this id does not | |
// exist, one is created. This method can be called any number of | |
// times for the same element. Group ids should be non-negative | |
// numbers. | |
// | |
// Return value indicates if adding the element was a success. | |
bool AddElementToGroup(const T element, const int group) { | |
if (group < 0) { | |
return false; | |
} | |
auto it = element_to_group_.find(element); | |
if (it != element_to_group_.end()) { | |
if (it->second == group) { | |
// Element is already in the right group, nothing to do. | |
return true; | |
} | |
group_to_elements_[it->second].erase(element); | |
if (group_to_elements_[it->second].size() == 0) { | |
group_to_elements_.erase(it->second); | |
} | |
} | |
element_to_group_[element] = group; | |
group_to_elements_[group].insert(element); | |
return true; | |
} | |
void Clear() { | |
group_to_elements_.clear(); | |
element_to_group_.clear(); | |
} | |
// Remove the element, no matter what group it is in. Return value | |
// indicates if the element was actually removed. | |
bool Remove(const T element) { | |
const int current_group = GroupId(element); | |
if (current_group < 0) { | |
return false; | |
} | |
group_to_elements_[current_group].erase(element); | |
if (group_to_elements_[current_group].size() == 0) { | |
// If the group is empty, then get rid of it. | |
group_to_elements_.erase(current_group); | |
} | |
element_to_group_.erase(element); | |
return true; | |
} | |
// Bulk remove elements. The return value indicates the number of | |
// elements successfully removed. | |
int Remove(const std::vector<T>& elements) { | |
if (NumElements() == 0 || elements.size() == 0) { | |
return 0; | |
} | |
int num_removed = 0; | |
for (int i = 0; i < elements.size(); ++i) { | |
num_removed += Remove(elements[i]); | |
} | |
return num_removed; | |
} | |
// Reverse the order of the groups in place. | |
void Reverse() { | |
if (NumGroups() == 0) { | |
return; | |
} | |
auto it = group_to_elements_.rbegin(); | |
std::map<int, std::set<T>> new_group_to_elements; | |
new_group_to_elements[it->first] = it->second; | |
int new_group_id = it->first + 1; | |
for (++it; it != group_to_elements_.rend(); ++it) { | |
for (const auto& element : it->second) { | |
element_to_group_[element] = new_group_id; | |
} | |
new_group_to_elements[new_group_id] = it->second; | |
new_group_id++; | |
} | |
group_to_elements_.swap(new_group_to_elements); | |
} | |
// Return the group id for the element. If the element is not a | |
// member of any group, return -1. | |
int GroupId(const T element) const { | |
auto it = element_to_group_.find(element); | |
if (it == element_to_group_.end()) { | |
return -1; | |
} | |
return it->second; | |
} | |
bool IsMember(const T element) const { | |
auto it = element_to_group_.find(element); | |
return (it != element_to_group_.end()); | |
} | |
// This function always succeeds, i.e., implicitly there exists a | |
// group for every integer. | |
int GroupSize(const int group) const { | |
auto it = group_to_elements_.find(group); | |
return (it == group_to_elements_.end()) ? 0 : it->second.size(); | |
} | |
int NumElements() const { return element_to_group_.size(); } | |
// Number of groups with one or more elements. | |
int NumGroups() const { return group_to_elements_.size(); } | |
// The first group with one or more elements. Calling this when | |
// there are no groups with non-zero elements will result in a | |
// crash. | |
int MinNonZeroGroup() const { | |
CHECK_NE(NumGroups(), 0); | |
return group_to_elements_.begin()->first; | |
} | |
const std::map<int, std::set<T>>& group_to_elements() const { | |
return group_to_elements_; | |
} | |
const std::map<T, int>& element_to_group() const { return element_to_group_; } | |
private: | |
std::map<int, std::set<T>> group_to_elements_; | |
std::unordered_map<T, int> element_to_group_; | |
}; | |
// Typedef for the most commonly used version of OrderedGroups. | |
using ParameterBlockOrdering = OrderedGroups<double*>; | |
} // namespace ceres | |