/* * Copyright 2016 The Cartographer Authors * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #include "cartographer/mapping/internal/connected_components.h" #include #include "absl/container/flat_hash_set.h" #include "cartographer/mapping/proto/connected_components.pb.h" #include "glog/logging.h" namespace cartographer { namespace mapping { ConnectedComponents::ConnectedComponents() : lock_(), forest_(), connection_map_() {} void ConnectedComponents::Add(const int trajectory_id) { absl::MutexLock locker(&lock_); forest_.emplace(trajectory_id, trajectory_id); } void ConnectedComponents::Connect(const int trajectory_id_a, const int trajectory_id_b) { absl::MutexLock locker(&lock_); Union(trajectory_id_a, trajectory_id_b); auto sorted_pair = std::minmax(trajectory_id_a, trajectory_id_b); ++connection_map_[sorted_pair]; } void ConnectedComponents::Union(const int trajectory_id_a, const int trajectory_id_b) { forest_.emplace(trajectory_id_a, trajectory_id_a); forest_.emplace(trajectory_id_b, trajectory_id_b); const int representative_a = FindSet(trajectory_id_a); const int representative_b = FindSet(trajectory_id_b); forest_[representative_a] = representative_b; } int ConnectedComponents::FindSet(const int trajectory_id) { auto it = forest_.find(trajectory_id); CHECK(it != forest_.end()); if (it->first != it->second) { // Path compression for efficiency. it->second = FindSet(it->second); } return it->second; } bool ConnectedComponents::TransitivelyConnected(const int trajectory_id_a, const int trajectory_id_b) { if (trajectory_id_a == trajectory_id_b) { return true; } absl::MutexLock locker(&lock_); if (forest_.count(trajectory_id_a) == 0 || forest_.count(trajectory_id_b) == 0) { return false; } return FindSet(trajectory_id_a) == FindSet(trajectory_id_b); } std::vector> ConnectedComponents::Components() { // Map from cluster exemplar -> growing cluster. absl::flat_hash_map> map; absl::MutexLock locker(&lock_); for (const auto& trajectory_id_entry : forest_) { map[FindSet(trajectory_id_entry.first)].push_back( trajectory_id_entry.first); } std::vector> result; result.reserve(map.size()); for (auto& pair : map) { result.emplace_back(std::move(pair.second)); } return result; } std::vector ConnectedComponents::GetComponent(const int trajectory_id) { absl::MutexLock locker(&lock_); const int set_id = FindSet(trajectory_id); std::vector trajectory_ids; for (const auto& entry : forest_) { if (FindSet(entry.first) == set_id) { trajectory_ids.push_back(entry.first); } } return trajectory_ids; } int ConnectedComponents::ConnectionCount(const int trajectory_id_a, const int trajectory_id_b) { absl::MutexLock locker(&lock_); const auto it = connection_map_.find(std::minmax(trajectory_id_a, trajectory_id_b)); return it != connection_map_.end() ? it->second : 0; } proto::ConnectedComponents ToProto( std::vector> connected_components) { proto::ConnectedComponents proto; for (auto& connected_component : connected_components) { std::sort(connected_component.begin(), connected_component.end()); } std::sort(connected_components.begin(), connected_components.end()); for (const auto& connected_component : connected_components) { auto* proto_connected_component = proto.add_connected_component(); for (const int trajectory_id : connected_component) { proto_connected_component->add_trajectory_id(trajectory_id); } } return proto; } } // namespace mapping } // namespace cartographer