move common code into Util header
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@ -36,6 +36,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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#include "SharedMemoryVectorWrapper.h"
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#include "../Util/MercatorUtil.h"
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#include "../Util/NumericUtil.h"
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#include "../Util/OSRMException.h"
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#include "../Util/SimpleLogger.h"
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#include "../Util/TimingUtil.h"
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@ -869,6 +870,168 @@ class StaticRTree
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return !result_phantom_node_vector.empty();
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}
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// implementation of the Hjaltason/Samet query [3], a BFS traversal of the tree
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bool
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IncrementalFindPhantomNodeForCoordinateWithDistance(const FixedPointCoordinate &input_coordinate,
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std::vector<std::pair<PhantomNode, double>> &result_phantom_node_vector,
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const unsigned zoom_level,
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const unsigned number_of_results,
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const unsigned max_checked_segments = 4*LEAF_NODE_SIZE)
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{
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std::vector<float> min_found_distances(number_of_results, std::numeric_limits<float>::max());
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unsigned number_of_results_found_in_big_cc = 0;
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unsigned number_of_results_found_in_tiny_cc = 0;
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unsigned inspected_segments = 0;
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// initialize queue with root element
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std::priority_queue<IncrementalQueryCandidate> traversal_queue;
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traversal_queue.emplace(0.f, m_search_tree[0]);
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while (!traversal_queue.empty())
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{
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const IncrementalQueryCandidate current_query_node = traversal_queue.top();
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traversal_queue.pop();
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const float current_min_dist = min_found_distances[number_of_results-1];
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if (current_query_node.min_dist > current_min_dist)
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{
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continue;
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}
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if (current_query_node.RepresentsTreeNode())
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{
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const TreeNode & current_tree_node = boost::get<TreeNode>(current_query_node.node);
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if (current_tree_node.child_is_on_disk)
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{
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LeafNode current_leaf_node;
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LoadLeafFromDisk(current_tree_node.children[0], current_leaf_node);
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// Add all objects from leaf into queue
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for (uint32_t i = 0; i < current_leaf_node.object_count; ++i)
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{
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const auto ¤t_edge = current_leaf_node.objects[i];
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const float current_perpendicular_distance =
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FixedPointCoordinate::ComputePerpendicularDistance(
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m_coordinate_list->at(current_edge.u),
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m_coordinate_list->at(current_edge.v),
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input_coordinate);
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// distance must be non-negative
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BOOST_ASSERT(0. <= current_perpendicular_distance);
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if (current_perpendicular_distance < current_min_dist)
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{
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traversal_queue.emplace(current_perpendicular_distance, current_edge);
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}
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}
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}
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else
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{
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// for each child mbr
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for (uint32_t i = 0; i < current_tree_node.child_count; ++i)
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{
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const int32_t child_id = current_tree_node.children[i];
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const TreeNode &child_tree_node = m_search_tree[child_id];
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const RectangleT &child_rectangle = child_tree_node.minimum_bounding_rectangle;
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const float lower_bound_to_element = child_rectangle.GetMinDist(input_coordinate);
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// TODO - enough elements found, i.e. nearest distance > maximum distance?
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// ie. some measure of 'confidence of accuracy'
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// check if it needs to be explored by mindist
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if (lower_bound_to_element < current_min_dist)
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{
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traversal_queue.emplace(lower_bound_to_element, child_tree_node);
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}
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}
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// SimpleLogger().Write(logDEBUG) << "added " << current_tree_node.child_count << " mbrs into queue of " << traversal_queue.size();
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}
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}
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else
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{
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++inspected_segments;
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// inspecting an actual road segment
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const EdgeDataT & current_segment = boost::get<EdgeDataT>(current_query_node.node);
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// don't collect too many results from small components
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if (number_of_results_found_in_big_cc == number_of_results && !current_segment.is_in_tiny_cc)
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{
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continue;
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}
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// don't collect too many results from big components
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if (number_of_results_found_in_tiny_cc == number_of_results && current_segment.is_in_tiny_cc)
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{
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continue;
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}
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// check if it is smaller than what we had before
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float current_ratio = 0.;
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FixedPointCoordinate foot_point_coordinate_on_segment;
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const float current_perpendicular_distance =
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FixedPointCoordinate::ComputePerpendicularDistance(
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m_coordinate_list->at(current_segment.u),
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m_coordinate_list->at(current_segment.v),
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input_coordinate,
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foot_point_coordinate_on_segment,
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current_ratio);
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BOOST_ASSERT(0. <= current_perpendicular_distance);
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if ((current_perpendicular_distance < current_min_dist) &&
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!EpsilonCompare(current_perpendicular_distance, current_min_dist))
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{
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// store phantom node in result vector
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result_phantom_node_vector.emplace_back(
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current_segment.forward_edge_based_node_id,
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current_segment.reverse_edge_based_node_id,
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current_segment.name_id,
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current_segment.forward_weight,
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current_segment.reverse_weight,
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current_segment.forward_offset,
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current_segment.reverse_offset,
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current_segment.packed_geometry_id,
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foot_point_coordinate_on_segment,
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current_segment.fwd_segment_position,
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current_perpendicular_distance);
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// Hack to fix rounding errors and wandering via nodes.
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FixUpRoundingIssue(input_coordinate, result_phantom_node_vector.back());
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// set forward and reverse weights on the phantom node
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SetForwardAndReverseWeightsOnPhantomNode(current_segment,
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result_phantom_node_vector.back());
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// do we have results only in a small scc
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if (current_segment.is_in_tiny_cc)
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{
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++number_of_results_found_in_tiny_cc;
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}
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else
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{
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// found an element in a large component
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min_found_distances[number_of_results_found_in_big_cc] = current_perpendicular_distance;
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++number_of_results_found_in_big_cc;
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// SimpleLogger().Write(logDEBUG) << std::setprecision(8) << foot_point_coordinate_on_segment << " at " << current_perpendicular_distance;
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}
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}
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}
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// TODO add indicator to prune if maxdist > threshold
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if (number_of_results == number_of_results_found_in_big_cc || inspected_segments >= max_checked_segments)
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{
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// SimpleLogger().Write(logDEBUG) << "flushing queue of " << traversal_queue.size() << " elements";
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// work-around for traversal_queue.clear();
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traversal_queue = std::priority_queue<IncrementalQueryCandidate>{};
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}
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}
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return !result_phantom_node_vector.empty();
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}
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bool FindPhantomNodeForCoordinate(const FixedPointCoordinate &input_coordinate,
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PhantomNode &result_phantom_node,
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const unsigned zoom_level)
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@ -1047,11 +1210,6 @@ class StaticRTree
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{
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return (a == b && c == d) || (a == c && b == d) || (a == d && b == c);
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}
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template <typename FloatT> inline bool EpsilonCompare(const FloatT d1, const FloatT d2) const
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{
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return (std::abs(d1 - d2) < std::numeric_limits<FloatT>::epsilon());
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}
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};
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//[1] "On Packing R-Trees"; I. Kamel, C. Faloutsos; 1993; DOI: 10.1145/170088.170403
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@ -1,9 +1,11 @@
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#include "../../DataStructures/StaticRTree.h"
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#include "../../DataStructures/QueryNode.h"
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#include "../../DataStructures/EdgeBasedNode.h"
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#include "../../Include/osrm/Coordinate.h"
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#include "../../Util/NumericUtil.h"
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#include "../../typedefs.h"
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#include <osrm/Coordinate.h>
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#include <boost/test/unit_test.hpp>
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#include <boost/test/test_case_template.hpp>
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#include <boost/mpl/list.hpp>
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@ -156,12 +158,6 @@ public:
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return result_phantom_node.location.isValid();
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}
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template<typename FloatT>
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inline bool EpsilonCompare(const FloatT d1, const FloatT d2) const
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{
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return (std::abs(d1 - d2) < std::numeric_limits<FloatT>::epsilon());
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}
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private:
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const std::shared_ptr<std::vector<FixedPointCoordinate>>& coords;
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const std::vector<TestData>& edges;
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39
Util/NumericUtil.h
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39
Util/NumericUtil.h
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@ -0,0 +1,39 @@
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/*
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Copyright (c) 2013, Project OSRM, Dennis Luxen, others
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All rights reserved.
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Redistribution and use in source and binary forms, with or without modification,
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are permitted provided that the following conditions are met:
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Redistributions of source code must retain the above copyright notice, this list
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of conditions and the following disclaimer.
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Redistributions in binary form must reproduce the above copyright notice, this
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list of conditions and the following disclaimer in the documentation and/or
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other materials provided with the distribution.
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
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ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
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WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
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DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
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ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
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(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
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LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
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ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
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(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
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SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*/
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#ifndef __NUMERIC_UTIL_H__
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#define __NUMERIC_UTIL_H__
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#include <cstdlib>
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#include <limits>
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template <typename FloatT> inline bool EpsilonCompare(const FloatT d1, const FloatT d2)
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{
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return (std::abs(d1 - d2) < std::numeric_limits<FloatT>::epsilon());
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}
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#endif
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