Refactor routing_algorithms to only contain free functions

This commit is contained in:
Patrick Niklaus 2017-02-25 01:24:21 +00:00 committed by Patrick Niklaus
parent 2fa8d0f534
commit 436b34ffea
20 changed files with 1481 additions and 1689 deletions

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@ -1,107 +0,0 @@
#ifndef EDGE_UNPACKER_H
#define EDGE_UNPACKER_H
#include "extractor/guidance/turn_instruction.hpp"
#include "extractor/travel_mode.hpp"
#include "engine/phantom_node.hpp"
#include "osrm/coordinate.hpp"
#include "util/guidance/turn_lanes.hpp"
#include "util/typedefs.hpp"
#include <stack>
#include <vector>
namespace osrm
{
namespace engine
{
/**
* Given a sequence of connected `NodeID`s in the CH graph, performs a depth-first unpacking of
* the shortcut
* edges. For every "original" edge found, it calls the `callback` with the two NodeIDs for the
* edge, and the EdgeData
* for that edge.
*
* The primary purpose of this unpacking is to expand a path through the CH into the original
* route through the
* pre-contracted graph.
*
* Because of the depth-first-search, the `callback` will effectively be called in sequence for
* the original route
* from beginning to end.
*
* @param packed_path_begin iterator pointing to the start of the NodeID list
* @param packed_path_end iterator pointing to the end of the NodeID list
* @param callback void(const std::pair<NodeID, NodeID>, const EdgeData &) called for each
* original edge found.
*/
template <typename DataFacadeT, typename BidirectionalIterator, typename Callback>
inline void UnpackCHPath(const DataFacadeT &facade,
BidirectionalIterator packed_path_begin,
BidirectionalIterator packed_path_end,
Callback &&callback)
{
// make sure we have at least something to unpack
if (packed_path_begin == packed_path_end)
return;
using EdgeData = typename DataFacadeT::EdgeData;
std::stack<std::pair<NodeID, NodeID>> recursion_stack;
// We have to push the path in reverse order onto the stack because it's LIFO.
for (auto current = std::prev(packed_path_end); current != packed_path_begin;
current = std::prev(current))
{
recursion_stack.emplace(*std::prev(current), *current);
}
std::pair<NodeID, NodeID> edge;
while (!recursion_stack.empty())
{
edge = recursion_stack.top();
recursion_stack.pop();
// Look for an edge on the forward CH graph (.forward)
EdgeID smaller_edge_id = facade.FindSmallestEdge(
edge.first, edge.second, [](const EdgeData &data) { return data.forward; });
// If we didn't find one there, the we might be looking at a part of the path that
// was found using the backward search. Here, we flip the node order (.second, .first)
// and only consider edges with the `.backward` flag.
if (SPECIAL_EDGEID == smaller_edge_id)
{
smaller_edge_id = facade.FindSmallestEdge(
edge.second, edge.first, [](const EdgeData &data) { return data.backward; });
}
// If we didn't find anything *still*, then something is broken and someone has
// called this function with bad values.
BOOST_ASSERT_MSG(smaller_edge_id != SPECIAL_EDGEID, "Invalid smaller edge ID");
const auto &data = facade.GetEdgeData(smaller_edge_id);
BOOST_ASSERT_MSG(data.weight != std::numeric_limits<EdgeWeight>::max(),
"edge weight invalid");
// If the edge is a shortcut, we need to add the two halfs to the stack.
if (data.shortcut)
{ // unpack
const NodeID middle_node_id = data.id;
// Note the order here - we're adding these to a stack, so we
// want the first->middle to get visited before middle->second
recursion_stack.emplace(middle_node_id, edge.second);
recursion_stack.emplace(edge.first, middle_node_id);
}
else
{
// We found an original edge, call our callback.
std::forward<Callback>(callback)(edge, data);
}
}
}
}
}
#endif // EDGE_UNPACKER_H

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@ -19,15 +19,14 @@ namespace engine
class RoutingAlgorithmsInterface class RoutingAlgorithmsInterface
{ {
public: public:
virtual void AlternativeRouting(const PhantomNodes &phantom_node_pair, virtual InternalRouteResult AlternativeRouting(const PhantomNodes &phantom_node_pair) const = 0;
InternalRouteResult &raw_route_data) const = 0;
virtual void ShortestRouting(const std::vector<PhantomNodes> &phantom_node_pair, virtual InternalRouteResult
const boost::optional<bool> continue_straight_at_waypoint, ShortestRouting(const std::vector<PhantomNodes> &phantom_node_pair,
InternalRouteResult &raw_route_data) const = 0; const boost::optional<bool> continue_straight_at_waypoint) const = 0;
virtual void DirectShortestPathRouting(const std::vector<PhantomNodes> &phantom_node_pair, virtual InternalRouteResult
InternalRouteResult &raw_route_data) const = 0; DirectShortestPathRouting(const std::vector<PhantomNodes> &phantom_node_pair) const = 0;
virtual std::vector<EdgeWeight> virtual std::vector<EdgeWeight>
ManyToManyRouting(const std::vector<PhantomNode> &phantom_nodes, ManyToManyRouting(const std::vector<PhantomNode> &phantom_nodes,
@ -53,29 +52,28 @@ template <typename AlgorithmT> class RoutingAlgorithms final : public RoutingAlg
public: public:
RoutingAlgorithms(SearchEngineData &heaps, RoutingAlgorithms(SearchEngineData &heaps,
const datafacade::ContiguousInternalMemoryDataFacade<AlgorithmT> &facade) const datafacade::ContiguousInternalMemoryDataFacade<AlgorithmT> &facade)
: facade(facade), alternative_routing(heaps), shortest_path_routing(heaps), : heaps(heaps), facade(facade)
direct_shortest_path_routing(heaps), many_to_many_routing(heaps), map_matching(heaps)
{ {
} }
void AlternativeRouting(const PhantomNodes &phantom_node_pair, InternalRouteResult
InternalRouteResult &raw_route_data) const final override AlternativeRouting(const PhantomNodes &phantom_node_pair) const final override
{ {
alternative_routing(facade, phantom_node_pair, raw_route_data); return routing_algorithms::alternativePathSearch(heaps, facade, phantom_node_pair);
} }
void ShortestRouting(const std::vector<PhantomNodes> &phantom_node_pair, InternalRouteResult
const boost::optional<bool> continue_straight_at_waypoint, ShortestRouting(const std::vector<PhantomNodes> &phantom_node_pair,
InternalRouteResult &raw_route_data) const final override const boost::optional<bool> continue_straight_at_waypoint) const final override
{ {
shortest_path_routing( return routing_algorithms::shortestPathSearch(
facade, phantom_node_pair, continue_straight_at_waypoint, raw_route_data); heaps, facade, phantom_node_pair, continue_straight_at_waypoint);
} }
void DirectShortestPathRouting(const std::vector<PhantomNodes> &phantom_node_pair, InternalRouteResult DirectShortestPathRouting(
InternalRouteResult &raw_route_data) const final override const std::vector<PhantomNodes> &phantom_node_pair) const final override
{ {
direct_shortest_path_routing(facade, phantom_node_pair, raw_route_data); return routing_algorithms::directShortestPathSearch(heaps, facade, phantom_node_pair);
} }
std::vector<EdgeWeight> std::vector<EdgeWeight>
@ -83,7 +81,8 @@ template <typename AlgorithmT> class RoutingAlgorithms final : public RoutingAlg
const std::vector<std::size_t> &source_indices, const std::vector<std::size_t> &source_indices,
const std::vector<std::size_t> &target_indices) const final override const std::vector<std::size_t> &target_indices) const final override
{ {
return many_to_many_routing(facade, phantom_nodes, source_indices, target_indices); return routing_algorithms::manyToManySearch(
heaps, facade, phantom_nodes, source_indices, target_indices);
} }
routing_algorithms::SubMatchingList MapMatching( routing_algorithms::SubMatchingList MapMatching(
@ -92,32 +91,30 @@ template <typename AlgorithmT> class RoutingAlgorithms final : public RoutingAlg
const std::vector<unsigned> &trace_timestamps, const std::vector<unsigned> &trace_timestamps,
const std::vector<boost::optional<double>> &trace_gps_precision) const final override const std::vector<boost::optional<double>> &trace_gps_precision) const final override
{ {
return map_matching( return routing_algorithms::mapMatching(heaps,
facade, candidates_list, trace_coordinates, trace_timestamps, trace_gps_precision); facade,
candidates_list,
trace_coordinates,
trace_timestamps,
trace_gps_precision);
} }
std::vector<routing_algorithms::TurnData> std::vector<routing_algorithms::TurnData>
TileTurns(const std::vector<datafacade::BaseDataFacade::RTreeLeaf> &edges, TileTurns(const std::vector<datafacade::BaseDataFacade::RTreeLeaf> &edges,
const std::vector<std::size_t> &sorted_edge_indexes) const final override const std::vector<std::size_t> &sorted_edge_indexes) const final override
{ {
return tile_turns(facade, edges, sorted_edge_indexes); return routing_algorithms::getTileTurns(facade, edges, sorted_edge_indexes);
} }
bool HasAlternativeRouting() const final override bool HasAlternativeRouting() const final override
{ {
return algorithm_trais::HasAlternativeRouting<AlgorithmT>()(facade); return algorithm_trais::HasAlternativeRouting<AlgorithmT>()(facade);
}; }
private: private:
SearchEngineData &heaps;
// Owned by shared-ptr passed to the query // Owned by shared-ptr passed to the query
const datafacade::ContiguousInternalMemoryDataFacade<AlgorithmT> &facade; const datafacade::ContiguousInternalMemoryDataFacade<AlgorithmT> &facade;
mutable routing_algorithms::AlternativeRouting<AlgorithmT> alternative_routing;
mutable routing_algorithms::ShortestPathRouting<AlgorithmT> shortest_path_routing;
mutable routing_algorithms::DirectShortestPathRouting<AlgorithmT> direct_shortest_path_routing;
mutable routing_algorithms::ManyToManyRouting<AlgorithmT> many_to_many_routing;
mutable routing_algorithms::MapMatching<AlgorithmT> map_matching;
routing_algorithms::TileTurns<AlgorithmT> tile_turns;
}; };
} }
} }

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@ -1,22 +1,11 @@
#ifndef ALTERNATIVE_PATH_ROUTING_HPP #ifndef ALTERNATIVE_PATH_ROUTING_HPP
#define ALTERNATIVE_PATH_ROUTING_HPP #define ALTERNATIVE_PATH_ROUTING_HPP
#include "engine/datafacade/datafacade_base.hpp" #include "engine/datafacade/contiguous_internalmem_datafacade.hpp"
#include "engine/routing_algorithms/routing_base.hpp" #include "engine/internal_route_result.hpp"
#include "engine/algorithm.hpp" #include "engine/algorithm.hpp"
#include "engine/search_engine_data.hpp" #include "engine/search_engine_data.hpp"
#include "util/integer_range.hpp"
#include <boost/assert.hpp>
#include <algorithm>
#include <iterator>
#include <memory>
#include <unordered_map>
#include <unordered_set>
#include <vector>
namespace osrm namespace osrm
{ {
@ -25,181 +14,13 @@ namespace engine
namespace routing_algorithms namespace routing_algorithms
{ {
const double constexpr VIAPATH_ALPHA = 0.10; InternalRouteResult
const double constexpr VIAPATH_EPSILON = 0.15; // alternative at most 15% longer alternativePathSearch(SearchEngineData &search_engine_data,
const double constexpr VIAPATH_GAMMA = 0.75; // alternative shares at most 75% with the shortest. const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const PhantomNodes &phantom_node_pair);
template <typename AlgorithmT> class AlternativeRouting;
template <> class AlternativeRouting<algorithm::CH> final : private BasicRouting<algorithm::CH>
{
using super = BasicRouting<algorithm::CH>;
using FacadeT = datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH>;
using QueryHeap = SearchEngineData::QueryHeap;
using SearchSpaceEdge = std::pair<NodeID, NodeID>;
struct RankedCandidateNode
{
RankedCandidateNode(const NodeID node, const int length, const int sharing)
: node(node), length(length), sharing(sharing)
{
}
NodeID node;
int length;
int sharing;
bool operator<(const RankedCandidateNode &other) const
{
return (2 * length + sharing) < (2 * other.length + other.sharing);
}
};
SearchEngineData &engine_working_data;
public:
AlternativeRouting(SearchEngineData &engine_working_data)
: engine_working_data(engine_working_data)
{
}
virtual ~AlternativeRouting() {}
void operator()(const FacadeT &facade,
const PhantomNodes &phantom_node_pair,
InternalRouteResult &raw_route_data);
private:
// unpack alternate <s,..,v,..,t> by exploring search spaces from v
void RetrievePackedAlternatePath(const QueryHeap &forward_heap1,
const QueryHeap &reverse_heap1,
const QueryHeap &forward_heap2,
const QueryHeap &reverse_heap2,
const NodeID s_v_middle,
const NodeID v_t_middle,
std::vector<NodeID> &packed_path) const;
// TODO: reorder parameters
// compute and unpack <s,..,v> and <v,..,t> by exploring search spaces
// from v and intersecting against queues. only half-searches have to be
// done at this stage
void ComputeLengthAndSharingOfViaPath(const FacadeT &facade,
const NodeID via_node,
int *real_length_of_via_path,
int *sharing_of_via_path,
const std::vector<NodeID> &packed_shortest_path,
const EdgeWeight min_edge_offset);
// todo: reorder parameters
template <bool is_forward_directed>
void AlternativeRoutingStep(const FacadeT &facade,
QueryHeap &heap1,
QueryHeap &heap2,
NodeID *middle_node,
EdgeWeight *upper_bound_to_shortest_path_weight,
std::vector<NodeID> &search_space_intersection,
std::vector<SearchSpaceEdge> &search_space,
const EdgeWeight min_edge_offset) const
{
QueryHeap &forward_heap = (is_forward_directed ? heap1 : heap2);
QueryHeap &reverse_heap = (is_forward_directed ? heap2 : heap1);
const NodeID node = forward_heap.DeleteMin();
const EdgeWeight weight = forward_heap.GetKey(node);
// const NodeID parentnode = forward_heap.GetData(node).parent;
// util::Log() << (is_forward_directed ? "[fwd] " : "[rev] ") << "settled
// edge ("
// << parentnode << "," << node << "), dist: " << weight;
const auto scaled_weight =
static_cast<EdgeWeight>((weight + min_edge_offset) / (1. + VIAPATH_EPSILON));
if ((INVALID_EDGE_WEIGHT != *upper_bound_to_shortest_path_weight) &&
(scaled_weight > *upper_bound_to_shortest_path_weight))
{
forward_heap.DeleteAll();
return;
}
search_space.emplace_back(forward_heap.GetData(node).parent, node);
if (reverse_heap.WasInserted(node))
{
search_space_intersection.emplace_back(node);
const EdgeWeight new_weight = reverse_heap.GetKey(node) + weight;
if (new_weight < *upper_bound_to_shortest_path_weight)
{
if (new_weight >= 0)
{
*middle_node = node;
*upper_bound_to_shortest_path_weight = new_weight;
// util::Log() << "accepted middle_node " << *middle_node
// << " at
// weight " << new_weight;
// } else {
// util::Log() << "discarded middle_node " << *middle_node
// << "
// at weight " << new_weight;
}
else
{
// check whether there is a loop present at the node
const auto loop_weight = super::GetLoopWeight<false>(facade, node);
const EdgeWeight new_weight_with_loop = new_weight + loop_weight;
if (loop_weight != INVALID_EDGE_WEIGHT &&
new_weight_with_loop <= *upper_bound_to_shortest_path_weight)
{
*middle_node = node;
*upper_bound_to_shortest_path_weight = loop_weight;
}
}
}
}
for (auto edge : facade.GetAdjacentEdgeRange(node))
{
const auto &data = facade.GetEdgeData(edge);
const bool edge_is_forward_directed =
(is_forward_directed ? data.forward : data.backward);
if (edge_is_forward_directed)
{
const NodeID to = facade.GetTarget(edge);
const EdgeWeight edge_weight = data.weight;
BOOST_ASSERT(edge_weight > 0);
const EdgeWeight to_weight = weight + edge_weight;
// New Node discovered -> Add to Heap + Node Info Storage
if (!forward_heap.WasInserted(to))
{
forward_heap.Insert(to, to_weight, node);
}
// Found a shorter Path -> Update weight
else if (to_weight < forward_heap.GetKey(to))
{
// new parent
forward_heap.GetData(to).parent = node;
// decreased weight
forward_heap.DecreaseKey(to, to_weight);
}
}
}
}
// conduct T-Test
bool ViaNodeCandidatePassesTTest(const FacadeT &facade,
QueryHeap &existing_forward_heap,
QueryHeap &existing_reverse_heap,
QueryHeap &new_forward_heap,
QueryHeap &new_reverse_heap,
const RankedCandidateNode &candidate,
const int length_of_shortest_path,
int *length_of_via_path,
NodeID *s_v_middle,
NodeID *v_t_middle,
const EdgeWeight min_edge_offset) const;
};
} // namespace routing_algorithms } // namespace routing_algorithms
} // namespace engine } // namespace engine
} // namespace osrm } // namespace osrm
#endif /* ALTERNATIVE_PATH_ROUTING_HPP */ #endif

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@ -1,10 +1,11 @@
#ifndef DIRECT_SHORTEST_PATH_HPP #ifndef DIRECT_SHORTEST_PATH_HPP
#define DIRECT_SHORTEST_PATH_HPP #define DIRECT_SHORTEST_PATH_HPP
#include "engine/routing_algorithms/routing_base.hpp"
#include "engine/algorithm.hpp" #include "engine/algorithm.hpp"
#include "engine/datafacade/contiguous_internalmem_datafacade.hpp"
#include "engine/internal_route_result.hpp"
#include "engine/search_engine_data.hpp" #include "engine/search_engine_data.hpp"
#include "util/typedefs.hpp" #include "util/typedefs.hpp"
namespace osrm namespace osrm
@ -14,34 +15,16 @@ namespace engine
namespace routing_algorithms namespace routing_algorithms
{ {
template <typename AlgorithmT> class DirectShortestPathRouting;
/// This is a striped down version of the general shortest path algorithm. /// This is a striped down version of the general shortest path algorithm.
/// The general algorithm always computes two queries for each leg. This is only /// The general algorithm always computes two queries for each leg. This is only
/// necessary in case of vias, where the directions of the start node is constrainted /// necessary in case of vias, where the directions of the start node is constrainted
/// by the previous route. /// by the previous route.
/// This variation is only an optimazation for graphs with slow queries, for example /// This variation is only an optimazation for graphs with slow queries, for example
/// not fully contracted graphs. /// not fully contracted graphs.
template <> InternalRouteResult directShortestPathSearch(
class DirectShortestPathRouting<algorithm::CH> final : public BasicRouting<algorithm::CH> SearchEngineData &engine_working_data,
{ const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
using super = BasicRouting<algorithm::CH>; const std::vector<PhantomNodes> &phantom_nodes_vector);
using FacadeT = datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH>;
using QueryHeap = SearchEngineData::QueryHeap;
SearchEngineData &engine_working_data;
public:
DirectShortestPathRouting(SearchEngineData &engine_working_data)
: engine_working_data(engine_working_data)
{
}
~DirectShortestPathRouting() {}
void operator()(const FacadeT &facade,
const std::vector<PhantomNodes> &phantom_nodes_vector,
InternalRouteResult &raw_route_data) const;
};
} // namespace routing_algorithms } // namespace routing_algorithms
} // namespace engine } // namespace engine

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@ -1,138 +1,28 @@
#ifndef MANY_TO_MANY_ROUTING_HPP #ifndef MANY_TO_MANY_ROUTING_HPP
#define MANY_TO_MANY_ROUTING_HPP #define MANY_TO_MANY_ROUTING_HPP
#include "engine/routing_algorithms/routing_base.hpp"
#include "engine/algorithm.hpp" #include "engine/algorithm.hpp"
#include "engine/datafacade/contiguous_internalmem_datafacade.hpp"
#include "engine/search_engine_data.hpp" #include "engine/search_engine_data.hpp"
#include "util/typedefs.hpp" #include "util/typedefs.hpp"
#include <boost/assert.hpp>
#include <limits>
#include <memory>
#include <unordered_map>
#include <vector> #include <vector>
namespace osrm namespace osrm
{ {
namespace engine namespace engine
{ {
namespace routing_algorithms namespace routing_algorithms
{ {
template <typename AlgorithmT> class ManyToManyRouting; std::vector<EdgeWeight>
manyToManySearch(SearchEngineData &engine_working_data,
template <> class ManyToManyRouting<algorithm::CH> final : public BasicRouting<algorithm::CH> const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
{
using super = BasicRouting<algorithm::CH>;
using FacadeT = datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH>;
using QueryHeap = SearchEngineData::ManyToManyQueryHeap;
SearchEngineData &engine_working_data;
struct NodeBucket
{
unsigned target_id; // essentially a row in the weight matrix
EdgeWeight weight;
EdgeWeight duration;
NodeBucket(const unsigned target_id, const EdgeWeight weight, const EdgeWeight duration)
: target_id(target_id), weight(weight), duration(duration)
{
}
};
// FIXME This should be replaced by an std::unordered_multimap, though this needs benchmarking
using SearchSpaceWithBuckets = std::unordered_map<NodeID, std::vector<NodeBucket>>;
public:
ManyToManyRouting(SearchEngineData &engine_working_data)
: engine_working_data(engine_working_data)
{
}
std::vector<EdgeWeight> operator()(const FacadeT &facade,
const std::vector<PhantomNode> &phantom_nodes, const std::vector<PhantomNode> &phantom_nodes,
const std::vector<std::size_t> &source_indices, const std::vector<std::size_t> &source_indices,
const std::vector<std::size_t> &target_indices) const; const std::vector<std::size_t> &target_indices);
void ForwardRoutingStep(const FacadeT &facade,
const unsigned row_idx,
const unsigned number_of_targets,
QueryHeap &query_heap,
const SearchSpaceWithBuckets &search_space_with_buckets,
std::vector<EdgeWeight> &weights_table,
std::vector<EdgeWeight> &durations_table) const;
void BackwardRoutingStep(const FacadeT &facade,
const unsigned column_idx,
QueryHeap &query_heap,
SearchSpaceWithBuckets &search_space_with_buckets) const;
template <bool forward_direction>
inline void RelaxOutgoingEdges(const FacadeT &facade,
const NodeID node,
const EdgeWeight weight,
const EdgeWeight duration,
QueryHeap &query_heap) const
{
for (auto edge : facade.GetAdjacentEdgeRange(node))
{
const auto &data = facade.GetEdgeData(edge);
const bool direction_flag = (forward_direction ? data.forward : data.backward);
if (direction_flag)
{
const NodeID to = facade.GetTarget(edge);
const EdgeWeight edge_weight = data.weight;
const EdgeWeight edge_duration = data.duration;
BOOST_ASSERT_MSG(edge_weight > 0, "edge_weight invalid");
const EdgeWeight to_weight = weight + edge_weight;
const EdgeWeight to_duration = duration + edge_duration;
// New Node discovered -> Add to Heap + Node Info Storage
if (!query_heap.WasInserted(to))
{
query_heap.Insert(to, to_weight, {node, to_duration});
}
// Found a shorter Path -> Update weight
else if (to_weight < query_heap.GetKey(to))
{
// new parent
query_heap.GetData(to) = {node, to_duration};
query_heap.DecreaseKey(to, to_weight);
}
}
}
}
// Stalling
template <bool forward_direction>
inline bool StallAtNode(const FacadeT &facade,
const NodeID node,
const EdgeWeight weight,
QueryHeap &query_heap) const
{
for (auto edge : facade.GetAdjacentEdgeRange(node))
{
const auto &data = facade.GetEdgeData(edge);
const bool reverse_flag = ((!forward_direction) ? data.forward : data.backward);
if (reverse_flag)
{
const NodeID to = facade.GetTarget(edge);
const EdgeWeight edge_weight = data.weight;
BOOST_ASSERT_MSG(edge_weight > 0, "edge_weight invalid");
if (query_heap.WasInserted(to))
{
if (query_heap.GetKey(to) + edge_weight < weight)
{
return true;
}
}
}
}
return false;
}
};
} // namespace routing_algorithms } // namespace routing_algorithms
} // namespace engine } // namespace engine

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@ -1,25 +1,11 @@
#ifndef MAP_MATCHING_HPP #ifndef MAP_MATCHING_HPP
#define MAP_MATCHING_HPP #define MAP_MATCHING_HPP
#include "engine/routing_algorithms/routing_base.hpp"
#include "engine/algorithm.hpp" #include "engine/algorithm.hpp"
#include "engine/map_matching/hidden_markov_model.hpp" #include "engine/datafacade/contiguous_internalmem_datafacade.hpp"
#include "engine/map_matching/matching_confidence.hpp"
#include "engine/map_matching/sub_matching.hpp" #include "engine/map_matching/sub_matching.hpp"
#include "engine/search_engine_data.hpp"
#include "extractor/profile_properties.hpp"
#include "util/coordinate_calculation.hpp"
#include "util/for_each_pair.hpp"
#include <cstddef>
#include <algorithm>
#include <deque>
#include <iomanip>
#include <memory>
#include <numeric>
#include <utility>
#include <vector> #include <vector>
namespace osrm namespace osrm
@ -31,45 +17,16 @@ namespace routing_algorithms
using CandidateList = std::vector<PhantomNodeWithDistance>; using CandidateList = std::vector<PhantomNodeWithDistance>;
using CandidateLists = std::vector<CandidateList>; using CandidateLists = std::vector<CandidateList>;
using HMM = map_matching::HiddenMarkovModel<CandidateLists>;
using SubMatchingList = std::vector<map_matching::SubMatching>; using SubMatchingList = std::vector<map_matching::SubMatching>;
constexpr static const unsigned MAX_BROKEN_STATES = 10;
static const constexpr double MATCHING_BETA = 10;
constexpr static const double MAX_DISTANCE_DELTA = 2000.;
static const constexpr double DEFAULT_GPS_PRECISION = 5; static const constexpr double DEFAULT_GPS_PRECISION = 5;
template <typename AlgorithmT> class MapMatching;
// implements a hidden markov model map matching algorithm
template <> class MapMatching<algorithm::CH> final : public BasicRouting<algorithm::CH>
{
using super = BasicRouting<algorithm::CH>;
using FacadeT = datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH>;
using QueryHeap = SearchEngineData::QueryHeap;
SearchEngineData &engine_working_data;
map_matching::EmissionLogProbability default_emission_log_probability;
map_matching::TransitionLogProbability transition_log_probability;
map_matching::MatchingConfidence confidence;
extractor::ProfileProperties m_profile_properties;
unsigned GetMedianSampleTime(const std::vector<unsigned> &timestamps) const;
public:
MapMatching(SearchEngineData &engine_working_data)
: engine_working_data(engine_working_data),
default_emission_log_probability(DEFAULT_GPS_PRECISION),
transition_log_probability(MATCHING_BETA)
{
}
SubMatchingList SubMatchingList
operator()(const FacadeT &facade, mapMatching(SearchEngineData &engine_working_data,
const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const CandidateLists &candidates_list, const CandidateLists &candidates_list,
const std::vector<util::Coordinate> &trace_coordinates, const std::vector<util::Coordinate> &trace_coordinates,
const std::vector<unsigned> &trace_timestamps, const std::vector<unsigned> &trace_timestamps,
const std::vector<boost::optional<double>> &trace_gps_precision) const; const std::vector<boost::optional<double>> &trace_gps_precision);
};
} }
} }
} }

View File

@ -5,7 +5,6 @@
#include "engine/algorithm.hpp" #include "engine/algorithm.hpp"
#include "engine/datafacade/contiguous_internalmem_datafacade.hpp" #include "engine/datafacade/contiguous_internalmem_datafacade.hpp"
#include "engine/edge_unpacker.hpp"
#include "engine/internal_route_result.hpp" #include "engine/internal_route_result.hpp"
#include "engine/search_engine_data.hpp" #include "engine/search_engine_data.hpp"
@ -35,17 +34,6 @@ namespace engine
namespace routing_algorithms namespace routing_algorithms
{ {
template <typename AlgorithmT> class BasicRouting;
// TODO: There is no reason these functions are contained in a class other then for namespace
// purposes. This should be a namespace with free functions.
template <> class BasicRouting<algorithm::CH>
{
protected:
using FacadeT = datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH>;
using EdgeData = typename FacadeT::EdgeData;
public:
/* /*
min_edge_offset is needed in case we use multiple min_edge_offset is needed in case we use multiple
nodes as start/target nodes with different (even negative) offsets. nodes as start/target nodes with different (even negative) offsets.
@ -75,7 +63,7 @@ template <> class BasicRouting<algorithm::CH>
Since we are dealing with a graph that contains _negative_ edges, Since we are dealing with a graph that contains _negative_ edges,
we need to add an offset to the termination criterion. we need to add an offset to the termination criterion.
*/ */
void RoutingStep(const FacadeT &facade, void routingStep(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
SearchEngineData::QueryHeap &forward_heap, SearchEngineData::QueryHeap &forward_heap,
SearchEngineData::QueryHeap &reverse_heap, SearchEngineData::QueryHeap &reverse_heap,
NodeID &middle_node_id, NodeID &middle_node_id,
@ -84,9 +72,12 @@ template <> class BasicRouting<algorithm::CH>
const bool forward_direction, const bool forward_direction,
const bool stalling, const bool stalling,
const bool force_loop_forward, const bool force_loop_forward,
const bool force_loop_reverse) const; const bool force_loop_reverse);
template <bool UseDuration> EdgeWeight GetLoopWeight(const FacadeT &facade, NodeID node) const template <bool UseDuration>
EdgeWeight
getLoopWeight(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
NodeID node)
{ {
EdgeWeight loop_weight = UseDuration ? MAXIMAL_EDGE_DURATION : INVALID_EDGE_WEIGHT; EdgeWeight loop_weight = UseDuration ? MAXIMAL_EDGE_DURATION : INVALID_EDGE_WEIGHT;
for (auto edge : facade.GetAdjacentEdgeRange(node)) for (auto edge : facade.GetAdjacentEdgeRange(node))
@ -105,12 +96,97 @@ template <> class BasicRouting<algorithm::CH>
return loop_weight; return loop_weight;
} }
template <typename RandomIter> /**
void UnpackPath(const FacadeT &facade, * Given a sequence of connected `NodeID`s in the CH graph, performs a depth-first unpacking of
* the shortcut
* edges. For every "original" edge found, it calls the `callback` with the two NodeIDs for the
* edge, and the EdgeData
* for that edge.
*
* The primary purpose of this unpacking is to expand a path through the CH into the original
* route through the
* pre-contracted graph.
*
* Because of the depth-first-search, the `callback` will effectively be called in sequence for
* the original route
* from beginning to end.
*
* @param packed_path_begin iterator pointing to the start of the NodeID list
* @param packed_path_end iterator pointing to the end of the NodeID list
* @param callback void(const std::pair<NodeID, NodeID>, const EdgeData &) called for each
* original edge found.
*/
template <typename BidirectionalIterator, typename Callback>
void unpackPath(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
BidirectionalIterator packed_path_begin,
BidirectionalIterator packed_path_end,
Callback &&callback)
{
// make sure we have at least something to unpack
if (packed_path_begin == packed_path_end)
return;
std::stack<std::pair<NodeID, NodeID>> recursion_stack;
// We have to push the path in reverse order onto the stack because it's LIFO.
for (auto current = std::prev(packed_path_end); current != packed_path_begin;
current = std::prev(current))
{
recursion_stack.emplace(*std::prev(current), *current);
}
std::pair<NodeID, NodeID> edge;
while (!recursion_stack.empty())
{
edge = recursion_stack.top();
recursion_stack.pop();
// Look for an edge on the forward CH graph (.forward)
EdgeID smaller_edge_id = facade.FindSmallestEdge(
edge.first, edge.second, [](const auto &data) { return data.forward; });
// If we didn't find one there, the we might be looking at a part of the path that
// was found using the backward search. Here, we flip the node order (.second, .first)
// and only consider edges with the `.backward` flag.
if (SPECIAL_EDGEID == smaller_edge_id)
{
smaller_edge_id = facade.FindSmallestEdge(
edge.second, edge.first, [](const auto &data) { return data.backward; });
}
// If we didn't find anything *still*, then something is broken and someone has
// called this function with bad values.
BOOST_ASSERT_MSG(smaller_edge_id != SPECIAL_EDGEID, "Invalid smaller edge ID");
const auto &data = facade.GetEdgeData(smaller_edge_id);
BOOST_ASSERT_MSG(data.weight != std::numeric_limits<EdgeWeight>::max(),
"edge weight invalid");
// If the edge is a shortcut, we need to add the two halfs to the stack.
if (data.shortcut)
{ // unpack
const NodeID middle_node_id = data.id;
// Note the order here - we're adding these to a stack, so we
// want the first->middle to get visited before middle->second
recursion_stack.emplace(middle_node_id, edge.second);
recursion_stack.emplace(edge.first, middle_node_id);
}
else
{
// We found an original edge, call our callback.
std::forward<Callback>(callback)(edge, data);
}
}
}
// Should work both for CH and not CH if the unpackPath function above is implemented a proper
// implementation.
template <typename RandomIter, typename FacadeT>
void unpackPath(const FacadeT &facade,
RandomIter packed_path_begin, RandomIter packed_path_begin,
RandomIter packed_path_end, RandomIter packed_path_end,
const PhantomNodes &phantom_node_pair, const PhantomNodes &phantom_node_pair,
std::vector<PathData> &unpacked_path) const std::vector<PathData> &unpacked_path)
{ {
BOOST_ASSERT(std::distance(packed_path_begin, packed_path_end) > 0); BOOST_ASSERT(std::distance(packed_path_begin, packed_path_end) > 0);
@ -125,17 +201,16 @@ template <> class BasicRouting<algorithm::CH>
*std::prev(packed_path_end) == phantom_node_pair.target_phantom.forward_segment_id.id || *std::prev(packed_path_end) == phantom_node_pair.target_phantom.forward_segment_id.id ||
*std::prev(packed_path_end) == phantom_node_pair.target_phantom.reverse_segment_id.id); *std::prev(packed_path_end) == phantom_node_pair.target_phantom.reverse_segment_id.id);
UnpackCHPath( unpackPath(
facade, facade,
packed_path_begin, packed_path_begin,
packed_path_end, packed_path_end,
[this, [&facade,
&facade,
&unpacked_path, &unpacked_path,
&phantom_node_pair, &phantom_node_pair,
&start_traversed_in_reverse, &start_traversed_in_reverse,
&target_traversed_in_reverse](std::pair<NodeID, NodeID> & /* edge */, &target_traversed_in_reverse](std::pair<NodeID, NodeID> & /* edge */,
const EdgeData &edge_data) { const auto &edge_data) {
BOOST_ASSERT_MSG(!edge_data.shortcut, "original edge flagged as shortcut"); BOOST_ASSERT_MSG(!edge_data.shortcut, "original edge flagged as shortcut");
const auto name_index = facade.GetNameIndexFromEdgeID(edge_data.id); const auto name_index = facade.GetNameIndexFromEdgeID(edge_data.id);
@ -184,8 +259,7 @@ template <> class BasicRouting<algorithm::CH>
BOOST_ASSERT(start_index < end_index); BOOST_ASSERT(start_index < end_index);
for (std::size_t segment_idx = start_index; segment_idx < end_index; ++segment_idx) for (std::size_t segment_idx = start_index; segment_idx < end_index; ++segment_idx)
{ {
unpacked_path.push_back( unpacked_path.push_back(PathData{id_vector[segment_idx + 1],
PathData{id_vector[segment_idx + 1],
name_index, name_index,
weight_vector[segment_idx], weight_vector[segment_idx],
duration_vector[segment_idx], duration_vector[segment_idx],
@ -236,8 +310,8 @@ template <> class BasicRouting<algorithm::CH>
if (is_local_path) if (is_local_path)
{ {
start_index = weight_vector.size() - start_index =
phantom_node_pair.source_phantom.fwd_segment_position - 1; weight_vector.size() - phantom_node_pair.source_phantom.fwd_segment_position - 1;
} }
end_index = end_index =
weight_vector.size() - phantom_node_pair.target_phantom.fwd_segment_position - 1; weight_vector.size() - phantom_node_pair.target_phantom.fwd_segment_position - 1;
@ -343,19 +417,19 @@ template <> class BasicRouting<algorithm::CH>
* @param to the node the CH edge finishes at * @param to the node the CH edge finishes at
* @param unpacked_path the sequence of original NodeIDs that make up the expanded CH edge * @param unpacked_path the sequence of original NodeIDs that make up the expanded CH edge
*/ */
void UnpackEdge(const FacadeT &facade, void unpackEdge(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const NodeID from, const NodeID from,
const NodeID to, const NodeID to,
std::vector<NodeID> &unpacked_path) const; std::vector<NodeID> &unpacked_path);
void RetrievePackedPathFromHeap(const SearchEngineData::QueryHeap &forward_heap, void retrievePackedPathFromHeap(const SearchEngineData::QueryHeap &forward_heap,
const SearchEngineData::QueryHeap &reverse_heap, const SearchEngineData::QueryHeap &reverse_heap,
const NodeID middle_node_id, const NodeID middle_node_id,
std::vector<NodeID> &packed_path) const; std::vector<NodeID> &packed_path);
void RetrievePackedPathFromSingleHeap(const SearchEngineData::QueryHeap &search_heap, void retrievePackedPathFromSingleHeap(const SearchEngineData::QueryHeap &search_heap,
const NodeID middle_node_id, const NodeID middle_node_id,
std::vector<NodeID> &packed_path) const; std::vector<NodeID> &packed_path);
// assumes that heaps are already setup correctly. // assumes that heaps are already setup correctly.
// ATTENTION: This only works if no additional offset is supplied next to the Phantom Node // ATTENTION: This only works if no additional offset is supplied next to the Phantom Node
@ -369,14 +443,14 @@ template <> class BasicRouting<algorithm::CH>
// && source_phantom.GetForwardWeightPlusOffset() > target_phantom.GetForwardWeightPlusOffset()) // && source_phantom.GetForwardWeightPlusOffset() > target_phantom.GetForwardWeightPlusOffset())
// requires // requires
// a force loop, if the heaps have been initialized with positive offsets. // a force loop, if the heaps have been initialized with positive offsets.
void Search(const FacadeT &facade, void search(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
SearchEngineData::QueryHeap &forward_heap, SearchEngineData::QueryHeap &forward_heap,
SearchEngineData::QueryHeap &reverse_heap, SearchEngineData::QueryHeap &reverse_heap,
std::int32_t &weight, std::int32_t &weight,
std::vector<NodeID> &packed_leg, std::vector<NodeID> &packed_leg,
const bool force_loop_forward, const bool force_loop_forward,
const bool force_loop_reverse, const bool force_loop_reverse,
const int duration_upper_bound = INVALID_EDGE_WEIGHT) const; const int duration_upper_bound = INVALID_EDGE_WEIGHT);
// assumes that heaps are already setup correctly. // assumes that heaps are already setup correctly.
// A forced loop might be necessary, if source and target are on the same segment. // A forced loop might be necessary, if source and target are on the same segment.
@ -387,7 +461,7 @@ template <> class BasicRouting<algorithm::CH>
// && source_phantom.GetForwardWeightPlusOffset() > target_phantom.GetForwardWeightPlusOffset()) // && source_phantom.GetForwardWeightPlusOffset() > target_phantom.GetForwardWeightPlusOffset())
// requires // requires
// a force loop, if the heaps have been initialized with positive offsets. // a force loop, if the heaps have been initialized with positive offsets.
void SearchWithCore(const FacadeT &facade, void searchWithCore(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
SearchEngineData::QueryHeap &forward_heap, SearchEngineData::QueryHeap &forward_heap,
SearchEngineData::QueryHeap &reverse_heap, SearchEngineData::QueryHeap &reverse_heap,
SearchEngineData::QueryHeap &forward_core_heap, SearchEngineData::QueryHeap &forward_core_heap,
@ -396,41 +470,40 @@ template <> class BasicRouting<algorithm::CH>
std::vector<NodeID> &packed_leg, std::vector<NodeID> &packed_leg,
const bool force_loop_forward, const bool force_loop_forward,
const bool force_loop_reverse, const bool force_loop_reverse,
int duration_upper_bound = INVALID_EDGE_WEIGHT) const; int duration_upper_bound = INVALID_EDGE_WEIGHT);
bool NeedsLoopForward(const PhantomNode &source_phantom, bool needsLoopForward(const PhantomNode &source_phantom, const PhantomNode &target_phantom);
const PhantomNode &target_phantom) const;
bool NeedsLoopBackwards(const PhantomNode &source_phantom, bool needsLoopBackwards(const PhantomNode &source_phantom, const PhantomNode &target_phantom);
const PhantomNode &target_phantom) const;
double GetPathDistance(const FacadeT &facade, double getPathDistance(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const std::vector<NodeID> &packed_path, const std::vector<NodeID> &packed_path,
const PhantomNode &source_phantom, const PhantomNode &source_phantom,
const PhantomNode &target_phantom) const; const PhantomNode &target_phantom);
// Requires the heaps for be empty // Requires the heaps for be empty
// If heaps should be adjusted to be initialized outside of this function, // If heaps should be adjusted to be initialized outside of this function,
// the addition of force_loop parameters might be required // the addition of force_loop parameters might be required
double GetNetworkDistanceWithCore(const FacadeT &facade, double getNetworkDistanceWithCore(
const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
SearchEngineData::QueryHeap &forward_heap, SearchEngineData::QueryHeap &forward_heap,
SearchEngineData::QueryHeap &reverse_heap, SearchEngineData::QueryHeap &reverse_heap,
SearchEngineData::QueryHeap &forward_core_heap, SearchEngineData::QueryHeap &forward_core_heap,
SearchEngineData::QueryHeap &reverse_core_heap, SearchEngineData::QueryHeap &reverse_core_heap,
const PhantomNode &source_phantom, const PhantomNode &source_phantom,
const PhantomNode &target_phantom, const PhantomNode &target_phantom,
int duration_upper_bound = INVALID_EDGE_WEIGHT) const; int duration_upper_bound = INVALID_EDGE_WEIGHT);
// Requires the heaps for be empty // Requires the heaps for be empty
// If heaps should be adjusted to be initialized outside of this function, // If heaps should be adjusted to be initialized outside of this function,
// the addition of force_loop parameters might be required // the addition of force_loop parameters might be required
double GetNetworkDistance(const FacadeT &facade, double
getNetworkDistance(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
SearchEngineData::QueryHeap &forward_heap, SearchEngineData::QueryHeap &forward_heap,
SearchEngineData::QueryHeap &reverse_heap, SearchEngineData::QueryHeap &reverse_heap,
const PhantomNode &source_phantom, const PhantomNode &source_phantom,
const PhantomNode &target_phantom, const PhantomNode &target_phantom,
int duration_upper_bound = INVALID_EDGE_WEIGHT) const; int duration_upper_bound = INVALID_EDGE_WEIGHT);
};
} // namespace routing_algorithms } // namespace routing_algorithms
} // namespace engine } // namespace engine

View File

@ -4,13 +4,8 @@
#include "engine/algorithm.hpp" #include "engine/algorithm.hpp"
#include "engine/routing_algorithms/routing_base.hpp" #include "engine/routing_algorithms/routing_base.hpp"
#include "engine/search_engine_data.hpp" #include "engine/search_engine_data.hpp"
#include "util/integer_range.hpp"
#include "util/typedefs.hpp" #include "util/typedefs.hpp"
#include <boost/assert.hpp>
#include <boost/optional.hpp>
#include <memory>
namespace osrm namespace osrm
{ {
namespace engine namespace engine
@ -18,75 +13,12 @@ namespace engine
namespace routing_algorithms namespace routing_algorithms
{ {
template <typename AlgorithmT> class ShortestPathRouting; InternalRouteResult
shortestPathSearch(SearchEngineData &engine_working_data,
template <> class ShortestPathRouting<algorithm::CH> final : public BasicRouting<algorithm::CH> const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
{
using super = BasicRouting<algorithm::CH>;
using FacadeT = datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH>;
using QueryHeap = SearchEngineData::QueryHeap;
SearchEngineData &engine_working_data;
const static constexpr bool DO_NOT_FORCE_LOOP = false;
public:
ShortestPathRouting(SearchEngineData &engine_working_data)
: engine_working_data(engine_working_data)
{
}
~ShortestPathRouting() {}
// allows a uturn at the target_phantom
// searches source forward/reverse -> target forward/reverse
void SearchWithUTurn(const FacadeT &facade,
QueryHeap &forward_heap,
QueryHeap &reverse_heap,
QueryHeap &forward_core_heap,
QueryHeap &reverse_core_heap,
const bool search_from_forward_node,
const bool search_from_reverse_node,
const bool search_to_forward_node,
const bool search_to_reverse_node,
const PhantomNode &source_phantom,
const PhantomNode &target_phantom,
const int total_weight_to_forward,
const int total_weight_to_reverse,
int &new_total_weight,
std::vector<NodeID> &leg_packed_path) const;
// searches shortest path between:
// source forward/reverse -> target forward
// source forward/reverse -> target reverse
void Search(const FacadeT &facade,
QueryHeap &forward_heap,
QueryHeap &reverse_heap,
QueryHeap &forward_core_heap,
QueryHeap &reverse_core_heap,
const bool search_from_forward_node,
const bool search_from_reverse_node,
const bool search_to_forward_node,
const bool search_to_reverse_node,
const PhantomNode &source_phantom,
const PhantomNode &target_phantom,
const int total_weight_to_forward,
const int total_weight_to_reverse,
int &new_total_weight_to_forward,
int &new_total_weight_to_reverse,
std::vector<NodeID> &leg_packed_path_forward,
std::vector<NodeID> &leg_packed_path_reverse) const;
void UnpackLegs(const FacadeT &facade,
const std::vector<PhantomNodes> &phantom_nodes_vector, const std::vector<PhantomNodes> &phantom_nodes_vector,
const std::vector<NodeID> &total_packed_path, const boost::optional<bool> continue_straight_at_waypoint);
const std::vector<std::size_t> &packed_leg_begin,
const int shortest_path_length,
InternalRouteResult &raw_route_data) const;
void operator()(const FacadeT &facade,
const std::vector<PhantomNodes> &phantom_nodes_vector,
const boost::optional<bool> continue_straight_at_waypoint,
InternalRouteResult &raw_route_data) const;
};
} // namespace routing_algorithms } // namespace routing_algorithms
} // namespace engine } // namespace engine
} // namespace osrm } // namespace osrm

View File

@ -1,12 +1,14 @@
#ifndef OSRM_ENGINE_ROUTING_ALGORITHMS_TILE_TURNS_HPP #ifndef OSRM_ENGINE_ROUTING_ALGORITHMS_TILE_TURNS_HPP
#define OSRM_ENGINE_ROUTING_ALGORITHMS_TILE_TURNS_HPP #define OSRM_ENGINE_ROUTING_ALGORITHMS_TILE_TURNS_HPP
#include "engine/routing_algorithms/routing_base.hpp"
#include "engine/algorithm.hpp" #include "engine/algorithm.hpp"
#include "engine/search_engine_data.hpp" #include "engine/datafacade/contiguous_internalmem_datafacade.hpp"
#include "util/coordinate.hpp"
#include "util/typedefs.hpp" #include "util/typedefs.hpp"
#include <vector>
namespace osrm namespace osrm
{ {
namespace engine namespace engine
@ -14,8 +16,6 @@ namespace engine
namespace routing_algorithms namespace routing_algorithms
{ {
template <typename AlgorithmT> class TileTurns;
// Used to accumulate all the information we want in the tile about a turn. // Used to accumulate all the information we want in the tile about a turn.
struct TurnData final struct TurnData final
{ {
@ -25,19 +25,12 @@ struct TurnData final
const int weight; const int weight;
}; };
/// This class is used to extract turn information for the tile plugin from a CH graph
template <> class TileTurns<algorithm::CH> final : public BasicRouting<algorithm::CH>
{
using super = BasicRouting<algorithm::CH>;
using FacadeT = datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH>;
using RTreeLeaf = datafacade::BaseDataFacade::RTreeLeaf; using RTreeLeaf = datafacade::BaseDataFacade::RTreeLeaf;
public: std::vector<TurnData>
std::vector<TurnData> operator()(const FacadeT &facade, getTileTurns(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const std::vector<RTreeLeaf> &edges, const std::vector<RTreeLeaf> &edges,
const std::vector<std::size_t> &sorted_edge_indexes) const; const std::vector<std::size_t> &sorted_edge_indexes);
};
} // namespace routing_algorithms } // namespace routing_algorithms
} // namespace engine } // namespace engine

View File

@ -208,8 +208,8 @@ Status MatchPlugin::HandleRequest(const datafacade::ContiguousInternalMemoryData
// force uturns to be on, since we split the phantom nodes anyway and only have // force uturns to be on, since we split the phantom nodes anyway and only have
// bi-directional // bi-directional
// phantom nodes for possible uturns // phantom nodes for possible uturns
algorithms.ShortestRouting( sub_routes[index] =
sub_routes[index].segment_end_coordinates, {false}, sub_routes[index]); algorithms.ShortestRouting(sub_routes[index].segment_end_coordinates, {false});
BOOST_ASSERT(sub_routes[index].shortest_path_length != INVALID_EDGE_WEIGHT); BOOST_ASSERT(sub_routes[index].shortest_path_length != INVALID_EDGE_WEIGHT);
} }

View File

@ -1,5 +1,4 @@
#include "engine/plugins/tile.hpp" #include "engine/plugins/tile.hpp"
#include "engine/edge_unpacker.hpp"
#include "engine/plugins/plugin_base.hpp" #include "engine/plugins/plugin_base.hpp"
#include "util/coordinate_calculation.hpp" #include "util/coordinate_calculation.hpp"

View File

@ -85,7 +85,7 @@ InternalRouteResult TripPlugin::ComputeRoute(const RoutingAlgorithmsInterface &a
BOOST_ASSERT(min_route.segment_end_coordinates.size() == trip.size() - 1); BOOST_ASSERT(min_route.segment_end_coordinates.size() == trip.size() - 1);
} }
algorithms.ShortestRouting(min_route.segment_end_coordinates, {false}, min_route); min_route = algorithms.ShortestRouting(min_route.segment_end_coordinates, {false});
BOOST_ASSERT_MSG(min_route.shortest_path_length < INVALID_EDGE_WEIGHT, "unroutable route"); BOOST_ASSERT_MSG(min_route.shortest_path_length < INVALID_EDGE_WEIGHT, "unroutable route");
return min_route; return min_route;
} }

View File

@ -89,17 +89,17 @@ ViaRoutePlugin::HandleRequest(const datafacade::ContiguousInternalMemoryDataFaca
{ {
if (route_parameters.alternatives && algorithms.HasAlternativeRouting()) if (route_parameters.alternatives && algorithms.HasAlternativeRouting())
{ {
algorithms.AlternativeRouting(raw_route.segment_end_coordinates.front(), raw_route); raw_route = algorithms.AlternativeRouting(raw_route.segment_end_coordinates.front());
} }
else else
{ {
algorithms.DirectShortestPathRouting(raw_route.segment_end_coordinates, raw_route); raw_route = algorithms.DirectShortestPathRouting(raw_route.segment_end_coordinates);
} }
} }
else else
{ {
algorithms.ShortestRouting( raw_route = algorithms.ShortestRouting(raw_route.segment_end_coordinates,
raw_route.segment_end_coordinates, route_parameters.continue_straight, raw_route); route_parameters.continue_straight);
} }
// we can only know this after the fact, different SCC ids still // we can only know this after the fact, different SCC ids still

View File

@ -1,4 +1,17 @@
#include "engine/routing_algorithms/alternative_path.hpp" #include "engine/routing_algorithms/alternative_path.hpp"
#include "engine/routing_algorithms/routing_base.hpp"
#include "util/integer_range.hpp"
#include <boost/assert.hpp>
#include <algorithm>
#include <iterator>
#include <memory>
#include <unordered_map>
#include <unordered_set>
#include <vector>
namespace osrm namespace osrm
{ {
@ -7,335 +20,131 @@ namespace engine
namespace routing_algorithms namespace routing_algorithms
{ {
void AlternativeRouting<algorithm::CH>::operator()(const FacadeT &facade, namespace
const PhantomNodes &phantom_node_pair,
InternalRouteResult &raw_route_data)
{ {
std::vector<NodeID> alternative_path; const double constexpr VIAPATH_ALPHA = 0.10;
std::vector<NodeID> via_node_candidate_list; const double constexpr VIAPATH_EPSILON = 0.15; // alternative at most 15% longer
std::vector<SearchSpaceEdge> forward_search_space; const double constexpr VIAPATH_GAMMA = 0.75; // alternative shares at most 75% with the shortest.
std::vector<SearchSpaceEdge> reverse_search_space;
// Init queues, semi-expensive because access to TSS invokes a sys-call using QueryHeap = SearchEngineData::QueryHeap;
engine_working_data.InitializeOrClearFirstThreadLocalStorage(facade.GetNumberOfNodes()); using SearchSpaceEdge = std::pair<NodeID, NodeID>;
engine_working_data.InitializeOrClearSecondThreadLocalStorage(facade.GetNumberOfNodes());
engine_working_data.InitializeOrClearThirdThreadLocalStorage(facade.GetNumberOfNodes());
QueryHeap &forward_heap1 = *(engine_working_data.forward_heap_1); struct RankedCandidateNode
QueryHeap &reverse_heap1 = *(engine_working_data.reverse_heap_1);
QueryHeap &forward_heap2 = *(engine_working_data.forward_heap_2);
QueryHeap &reverse_heap2 = *(engine_working_data.reverse_heap_2);
EdgeWeight upper_bound_to_shortest_path_weight = INVALID_EDGE_WEIGHT;
NodeID middle_node = SPECIAL_NODEID;
const EdgeWeight min_edge_offset =
std::min(phantom_node_pair.source_phantom.forward_segment_id.enabled
? -phantom_node_pair.source_phantom.GetForwardWeightPlusOffset()
: 0,
phantom_node_pair.source_phantom.reverse_segment_id.enabled
? -phantom_node_pair.source_phantom.GetReverseWeightPlusOffset()
: 0);
if (phantom_node_pair.source_phantom.forward_segment_id.enabled)
{ {
BOOST_ASSERT(phantom_node_pair.source_phantom.forward_segment_id.id != SPECIAL_SEGMENTID); RankedCandidateNode(const NodeID node, const int length, const int sharing)
forward_heap1.Insert(phantom_node_pair.source_phantom.forward_segment_id.id, : node(node), length(length), sharing(sharing)
-phantom_node_pair.source_phantom.GetForwardWeightPlusOffset(),
phantom_node_pair.source_phantom.forward_segment_id.id);
}
if (phantom_node_pair.source_phantom.reverse_segment_id.enabled)
{ {
BOOST_ASSERT(phantom_node_pair.source_phantom.reverse_segment_id.id != SPECIAL_SEGMENTID);
forward_heap1.Insert(phantom_node_pair.source_phantom.reverse_segment_id.id,
-phantom_node_pair.source_phantom.GetReverseWeightPlusOffset(),
phantom_node_pair.source_phantom.reverse_segment_id.id);
} }
if (phantom_node_pair.target_phantom.forward_segment_id.enabled) NodeID node;
{ int length;
BOOST_ASSERT(phantom_node_pair.target_phantom.forward_segment_id.id != SPECIAL_SEGMENTID); int sharing;
reverse_heap1.Insert(phantom_node_pair.target_phantom.forward_segment_id.id,
phantom_node_pair.target_phantom.GetForwardWeightPlusOffset(),
phantom_node_pair.target_phantom.forward_segment_id.id);
}
if (phantom_node_pair.target_phantom.reverse_segment_id.enabled)
{
BOOST_ASSERT(phantom_node_pair.target_phantom.reverse_segment_id.id != SPECIAL_SEGMENTID);
reverse_heap1.Insert(phantom_node_pair.target_phantom.reverse_segment_id.id,
phantom_node_pair.target_phantom.GetReverseWeightPlusOffset(),
phantom_node_pair.target_phantom.reverse_segment_id.id);
}
// search from s and t till new_min/(1+epsilon) > length_of_shortest_path bool operator<(const RankedCandidateNode &other) const
while (0 < (forward_heap1.Size() + reverse_heap1.Size()))
{ {
if (0 < forward_heap1.Size()) return (2 * length + sharing) < (2 * other.length + other.sharing);
{
AlternativeRoutingStep<true>(facade,
forward_heap1,
reverse_heap1,
&middle_node,
&upper_bound_to_shortest_path_weight,
via_node_candidate_list,
forward_search_space,
min_edge_offset);
}
if (0 < reverse_heap1.Size())
{
AlternativeRoutingStep<false>(facade,
forward_heap1,
reverse_heap1,
&middle_node,
&upper_bound_to_shortest_path_weight,
via_node_candidate_list,
reverse_search_space,
min_edge_offset);
}
} }
};
if (INVALID_EDGE_WEIGHT == upper_bound_to_shortest_path_weight) // todo: reorder parameters
template <bool is_forward_directed>
void alternativeRoutingStep(
const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
QueryHeap &heap1,
QueryHeap &heap2,
NodeID *middle_node,
EdgeWeight *upper_bound_to_shortest_path_weight,
std::vector<NodeID> &search_space_intersection,
std::vector<SearchSpaceEdge> &search_space,
const EdgeWeight min_edge_offset)
{ {
QueryHeap &forward_heap = (is_forward_directed ? heap1 : heap2);
QueryHeap &reverse_heap = (is_forward_directed ? heap2 : heap1);
const NodeID node = forward_heap.DeleteMin();
const EdgeWeight weight = forward_heap.GetKey(node);
const auto scaled_weight =
static_cast<EdgeWeight>((weight + min_edge_offset) / (1. + VIAPATH_EPSILON));
if ((INVALID_EDGE_WEIGHT != *upper_bound_to_shortest_path_weight) &&
(scaled_weight > *upper_bound_to_shortest_path_weight))
{
forward_heap.DeleteAll();
return; return;
} }
std::sort(begin(via_node_candidate_list), end(via_node_candidate_list)); search_space.emplace_back(forward_heap.GetData(node).parent, node);
auto unique_end = std::unique(begin(via_node_candidate_list), end(via_node_candidate_list));
via_node_candidate_list.resize(unique_end - begin(via_node_candidate_list));
std::vector<NodeID> packed_forward_path; if (reverse_heap.WasInserted(node))
std::vector<NodeID> packed_reverse_path;
const bool path_is_a_loop =
upper_bound_to_shortest_path_weight !=
forward_heap1.GetKey(middle_node) + reverse_heap1.GetKey(middle_node);
if (path_is_a_loop)
{ {
// Self Loop search_space_intersection.emplace_back(node);
packed_forward_path.push_back(middle_node); const EdgeWeight new_weight = reverse_heap.GetKey(node) + weight;
packed_forward_path.push_back(middle_node); if (new_weight < *upper_bound_to_shortest_path_weight)
{
if (new_weight >= 0)
{
*middle_node = node;
*upper_bound_to_shortest_path_weight = new_weight;
} }
else else
{ {
// check whether there is a loop present at the node
super::RetrievePackedPathFromSingleHeap(forward_heap1, middle_node, packed_forward_path); const auto loop_weight = getLoopWeight<false>(facade, node);
super::RetrievePackedPathFromSingleHeap(reverse_heap1, middle_node, packed_reverse_path); const EdgeWeight new_weight_with_loop = new_weight + loop_weight;
} if (loop_weight != INVALID_EDGE_WEIGHT &&
new_weight_with_loop <= *upper_bound_to_shortest_path_weight)
// this set is is used as an indicator if a node is on the shortest path
std::unordered_set<NodeID> nodes_in_path(packed_forward_path.size() +
packed_reverse_path.size());
nodes_in_path.insert(packed_forward_path.begin(), packed_forward_path.end());
nodes_in_path.insert(middle_node);
nodes_in_path.insert(packed_reverse_path.begin(), packed_reverse_path.end());
std::unordered_map<NodeID, int> approximated_forward_sharing;
std::unordered_map<NodeID, int> approximated_reverse_sharing;
// sweep over search space, compute forward sharing for each current edge (u,v)
for (const SearchSpaceEdge &current_edge : forward_search_space)
{ {
const NodeID u = current_edge.first; *middle_node = node;
const NodeID v = current_edge.second; *upper_bound_to_shortest_path_weight = loop_weight;
if (nodes_in_path.find(v) != nodes_in_path.end())
{
// current_edge is on shortest path => sharing(v):=queue.GetKey(v);
approximated_forward_sharing.emplace(v, forward_heap1.GetKey(v));
} }
else
{
// current edge is not on shortest path. Check if we know a value for the other
// endpoint
const auto sharing_of_u_iterator = approximated_forward_sharing.find(u);
if (sharing_of_u_iterator != approximated_forward_sharing.end())
{
approximated_forward_sharing.emplace(v, sharing_of_u_iterator->second);
} }
} }
} }
// sweep over search space, compute backward sharing for (auto edge : facade.GetAdjacentEdgeRange(node))
for (const SearchSpaceEdge &current_edge : reverse_search_space)
{ {
const NodeID u = current_edge.first; const auto &data = facade.GetEdgeData(edge);
const NodeID v = current_edge.second; const bool edge_is_forward_directed = (is_forward_directed ? data.forward : data.backward);
if (nodes_in_path.find(v) != nodes_in_path.end()) if (edge_is_forward_directed)
{ {
// current_edge is on shortest path => sharing(u):=queue.GetKey(u); const NodeID to = facade.GetTarget(edge);
approximated_reverse_sharing.emplace(v, reverse_heap1.GetKey(v)); const EdgeWeight edge_weight = data.weight;
BOOST_ASSERT(edge_weight > 0);
const EdgeWeight to_weight = weight + edge_weight;
// New Node discovered -> Add to Heap + Node Info Storage
if (!forward_heap.WasInserted(to))
{
forward_heap.Insert(to, to_weight, node);
} }
else // Found a shorter Path -> Update weight
else if (to_weight < forward_heap.GetKey(to))
{ {
// current edge is not on shortest path. Check if we know a value for the other // new parent
// endpoint forward_heap.GetData(to).parent = node;
const auto sharing_of_u_iterator = approximated_reverse_sharing.find(u); // decreased weight
if (sharing_of_u_iterator != approximated_reverse_sharing.end()) forward_heap.DecreaseKey(to, to_weight);
{ }
approximated_reverse_sharing.emplace(v, sharing_of_u_iterator->second);
} }
} }
} }
// util::Log(logDEBUG) << "fwd_search_space size: " << void retrievePackedAlternatePath(const QueryHeap &forward_heap1,
// forward_search_space.size() << ", marked " << approximated_forward_sharing.size() << "
// nodes";
// util::Log(logDEBUG) << "rev_search_space size: " <<
// reverse_search_space.size() << ", marked " << approximated_reverse_sharing.size() << "
// nodes";
std::vector<NodeID> preselected_node_list;
for (const NodeID node : via_node_candidate_list)
{
if (node == middle_node)
continue;
const auto fwd_iterator = approximated_forward_sharing.find(node);
const int fwd_sharing =
(fwd_iterator != approximated_forward_sharing.end()) ? fwd_iterator->second : 0;
const auto rev_iterator = approximated_reverse_sharing.find(node);
const int rev_sharing =
(rev_iterator != approximated_reverse_sharing.end()) ? rev_iterator->second : 0;
const int approximated_sharing = fwd_sharing + rev_sharing;
const int approximated_length = forward_heap1.GetKey(node) + reverse_heap1.GetKey(node);
const bool length_passes =
(approximated_length < upper_bound_to_shortest_path_weight * (1 + VIAPATH_EPSILON));
const bool sharing_passes =
(approximated_sharing <= upper_bound_to_shortest_path_weight * VIAPATH_GAMMA);
const bool stretch_passes =
(approximated_length - approximated_sharing) <
((1. + VIAPATH_ALPHA) * (upper_bound_to_shortest_path_weight - approximated_sharing));
if (length_passes && sharing_passes && stretch_passes)
{
preselected_node_list.emplace_back(node);
}
}
std::vector<NodeID> &packed_shortest_path = packed_forward_path;
if (!path_is_a_loop)
{
std::reverse(packed_shortest_path.begin(), packed_shortest_path.end());
packed_shortest_path.emplace_back(middle_node);
packed_shortest_path.insert(
packed_shortest_path.end(), packed_reverse_path.begin(), packed_reverse_path.end());
}
std::vector<RankedCandidateNode> ranked_candidates_list;
// prioritizing via nodes for deep inspection
for (const NodeID node : preselected_node_list)
{
int length_of_via_path = 0, sharing_of_via_path = 0;
ComputeLengthAndSharingOfViaPath(facade,
node,
&length_of_via_path,
&sharing_of_via_path,
packed_shortest_path,
min_edge_offset);
const int maximum_allowed_sharing =
static_cast<int>(upper_bound_to_shortest_path_weight * VIAPATH_GAMMA);
if (sharing_of_via_path <= maximum_allowed_sharing &&
length_of_via_path <= upper_bound_to_shortest_path_weight * (1 + VIAPATH_EPSILON))
{
ranked_candidates_list.emplace_back(node, length_of_via_path, sharing_of_via_path);
}
}
std::sort(ranked_candidates_list.begin(), ranked_candidates_list.end());
NodeID selected_via_node = SPECIAL_NODEID;
int length_of_via_path = INVALID_EDGE_WEIGHT;
NodeID s_v_middle = SPECIAL_NODEID, v_t_middle = SPECIAL_NODEID;
for (const RankedCandidateNode &candidate : ranked_candidates_list)
{
if (ViaNodeCandidatePassesTTest(facade,
forward_heap1,
reverse_heap1,
forward_heap2,
reverse_heap2,
candidate,
upper_bound_to_shortest_path_weight,
&length_of_via_path,
&s_v_middle,
&v_t_middle,
min_edge_offset))
{
// select first admissable
selected_via_node = candidate.node;
break;
}
}
// Unpack shortest path and alternative, if they exist
if (INVALID_EDGE_WEIGHT != upper_bound_to_shortest_path_weight)
{
BOOST_ASSERT(!packed_shortest_path.empty());
raw_route_data.unpacked_path_segments.resize(1);
raw_route_data.source_traversed_in_reverse.push_back(
(packed_shortest_path.front() !=
phantom_node_pair.source_phantom.forward_segment_id.id));
raw_route_data.target_traversed_in_reverse.push_back((
packed_shortest_path.back() != phantom_node_pair.target_phantom.forward_segment_id.id));
super::UnpackPath(facade,
// -- packed input
packed_shortest_path.begin(),
packed_shortest_path.end(),
// -- start of route
phantom_node_pair,
// -- unpacked output
raw_route_data.unpacked_path_segments.front());
raw_route_data.shortest_path_length = upper_bound_to_shortest_path_weight;
}
if (SPECIAL_NODEID != selected_via_node)
{
std::vector<NodeID> packed_alternate_path;
// retrieve alternate path
RetrievePackedAlternatePath(forward_heap1,
reverse_heap1,
forward_heap2,
reverse_heap2,
s_v_middle,
v_t_middle,
packed_alternate_path);
raw_route_data.alt_source_traversed_in_reverse.push_back(
(packed_alternate_path.front() !=
phantom_node_pair.source_phantom.forward_segment_id.id));
raw_route_data.alt_target_traversed_in_reverse.push_back(
(packed_alternate_path.back() !=
phantom_node_pair.target_phantom.forward_segment_id.id));
// unpack the alternate path
super::UnpackPath(facade,
packed_alternate_path.begin(),
packed_alternate_path.end(),
phantom_node_pair,
raw_route_data.unpacked_alternative);
raw_route_data.alternative_path_length = length_of_via_path;
}
else
{
BOOST_ASSERT(raw_route_data.alternative_path_length == INVALID_EDGE_WEIGHT);
}
}
void AlternativeRouting<algorithm::CH>::RetrievePackedAlternatePath(
const QueryHeap &forward_heap1,
const QueryHeap &reverse_heap1, const QueryHeap &reverse_heap1,
const QueryHeap &forward_heap2, const QueryHeap &forward_heap2,
const QueryHeap &reverse_heap2, const QueryHeap &reverse_heap2,
const NodeID s_v_middle, const NodeID s_v_middle,
const NodeID v_t_middle, const NodeID v_t_middle,
std::vector<NodeID> &packed_path) const std::vector<NodeID> &packed_path)
{ {
// fetch packed path [s,v) // fetch packed path [s,v)
std::vector<NodeID> packed_v_t_path; std::vector<NodeID> packed_v_t_path;
super::RetrievePackedPathFromHeap(forward_heap1, reverse_heap2, s_v_middle, packed_path); retrievePackedPathFromHeap(forward_heap1, reverse_heap2, s_v_middle, packed_path);
packed_path.pop_back(); // remove middle node. It's in both half-paths packed_path.pop_back(); // remove middle node. It's in both half-paths
// fetch patched path [v,t] // fetch patched path [v,t]
super::RetrievePackedPathFromHeap(forward_heap2, reverse_heap1, v_t_middle, packed_v_t_path); retrievePackedPathFromHeap(forward_heap2, reverse_heap1, v_t_middle, packed_v_t_path);
packed_path.insert(packed_path.end(), packed_v_t_path.begin(), packed_v_t_path.end()); packed_path.insert(packed_path.end(), packed_v_t_path.begin(), packed_v_t_path.end());
} }
@ -344,8 +153,9 @@ void AlternativeRouting<algorithm::CH>::RetrievePackedAlternatePath(
// compute and unpack <s,..,v> and <v,..,t> by exploring search spaces // compute and unpack <s,..,v> and <v,..,t> by exploring search spaces
// from v and intersecting against queues. only half-searches have to be // from v and intersecting against queues. only half-searches have to be
// done at this stage // done at this stage
void AlternativeRouting<algorithm::CH>::ComputeLengthAndSharingOfViaPath( void computeLengthAndSharingOfViaPath(
const FacadeT &facade, SearchEngineData &engine_working_data,
const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const NodeID via_node, const NodeID via_node,
int *real_length_of_via_path, int *real_length_of_via_path,
int *sharing_of_via_path, int *sharing_of_via_path,
@ -373,7 +183,7 @@ void AlternativeRouting<algorithm::CH>::ComputeLengthAndSharingOfViaPath(
const bool constexpr DO_NOT_FORCE_LOOPS = false; const bool constexpr DO_NOT_FORCE_LOOPS = false;
while (!new_reverse_heap.Empty()) while (!new_reverse_heap.Empty())
{ {
super::RoutingStep(facade, routingStep(facade,
new_reverse_heap, new_reverse_heap,
existing_forward_heap, existing_forward_heap,
s_v_middle, s_v_middle,
@ -390,7 +200,7 @@ void AlternativeRouting<algorithm::CH>::ComputeLengthAndSharingOfViaPath(
new_forward_heap.Insert(via_node, 0, via_node); new_forward_heap.Insert(via_node, 0, via_node);
while (!new_forward_heap.Empty()) while (!new_forward_heap.Empty())
{ {
super::RoutingStep(facade, routingStep(facade,
new_forward_heap, new_forward_heap,
existing_reverse_heap, existing_reverse_heap,
v_t_middle, v_t_middle,
@ -409,9 +219,9 @@ void AlternativeRouting<algorithm::CH>::ComputeLengthAndSharingOfViaPath(
} }
// retrieve packed paths // retrieve packed paths
super::RetrievePackedPathFromHeap( retrievePackedPathFromHeap(
existing_forward_heap, new_reverse_heap, s_v_middle, packed_s_v_path); existing_forward_heap, new_reverse_heap, s_v_middle, packed_s_v_path);
super::RetrievePackedPathFromHeap( retrievePackedPathFromHeap(
new_forward_heap, existing_reverse_heap, v_t_middle, packed_v_t_path); new_forward_heap, existing_reverse_heap, v_t_middle, packed_v_t_path);
// partial unpacking, compute sharing // partial unpacking, compute sharing
@ -431,11 +241,11 @@ void AlternativeRouting<algorithm::CH>::ComputeLengthAndSharingOfViaPath(
{ {
if (packed_s_v_path[current_node] == packed_shortest_path[current_node]) if (packed_s_v_path[current_node] == packed_shortest_path[current_node])
{ {
super::UnpackEdge(facade, unpackEdge(facade,
packed_s_v_path[current_node], packed_s_v_path[current_node],
packed_s_v_path[current_node + 1], packed_s_v_path[current_node + 1],
partially_unpacked_via_path); partially_unpacked_via_path);
super::UnpackEdge(facade, unpackEdge(facade,
packed_shortest_path[current_node], packed_shortest_path[current_node],
packed_shortest_path[current_node + 1], packed_shortest_path[current_node + 1],
partially_unpacked_shortest_path); partially_unpacked_shortest_path);
@ -477,11 +287,11 @@ void AlternativeRouting<algorithm::CH>::ComputeLengthAndSharingOfViaPath(
{ {
if (packed_v_t_path[via_path_index] == packed_shortest_path[shortest_path_index]) if (packed_v_t_path[via_path_index] == packed_shortest_path[shortest_path_index])
{ {
super::UnpackEdge(facade, unpackEdge(facade,
packed_v_t_path[via_path_index - 1], packed_v_t_path[via_path_index - 1],
packed_v_t_path[via_path_index], packed_v_t_path[via_path_index],
partially_unpacked_via_path); partially_unpacked_via_path);
super::UnpackEdge(facade, unpackEdge(facade,
packed_shortest_path[shortest_path_index - 1], packed_shortest_path[shortest_path_index - 1],
packed_shortest_path[shortest_path_index], packed_shortest_path[shortest_path_index],
partially_unpacked_shortest_path); partially_unpacked_shortest_path);
@ -514,8 +324,9 @@ void AlternativeRouting<algorithm::CH>::ComputeLengthAndSharingOfViaPath(
} }
// conduct T-Test // conduct T-Test
bool AlternativeRouting<algorithm::CH>::ViaNodeCandidatePassesTTest( bool viaNodeCandidatePassesTTest(
const FacadeT &facade, SearchEngineData &engine_working_data,
const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
QueryHeap &existing_forward_heap, QueryHeap &existing_forward_heap,
QueryHeap &existing_reverse_heap, QueryHeap &existing_reverse_heap,
QueryHeap &new_forward_heap, QueryHeap &new_forward_heap,
@ -525,7 +336,7 @@ bool AlternativeRouting<algorithm::CH>::ViaNodeCandidatePassesTTest(
int *length_of_via_path, int *length_of_via_path,
NodeID *s_v_middle, NodeID *s_v_middle,
NodeID *v_t_middle, NodeID *v_t_middle,
const EdgeWeight min_edge_offset) const const EdgeWeight min_edge_offset)
{ {
new_forward_heap.Clear(); new_forward_heap.Clear();
new_reverse_heap.Clear(); new_reverse_heap.Clear();
@ -540,7 +351,7 @@ bool AlternativeRouting<algorithm::CH>::ViaNodeCandidatePassesTTest(
const bool constexpr DO_NOT_FORCE_LOOPS = false; const bool constexpr DO_NOT_FORCE_LOOPS = false;
while (new_reverse_heap.Size() > 0) while (new_reverse_heap.Size() > 0)
{ {
super::RoutingStep(facade, routingStep(facade,
new_reverse_heap, new_reverse_heap,
existing_forward_heap, existing_forward_heap,
*s_v_middle, *s_v_middle,
@ -563,7 +374,7 @@ bool AlternativeRouting<algorithm::CH>::ViaNodeCandidatePassesTTest(
new_forward_heap.Insert(candidate.node, 0, candidate.node); new_forward_heap.Insert(candidate.node, 0, candidate.node);
while (new_forward_heap.Size() > 0) while (new_forward_heap.Size() > 0)
{ {
super::RoutingStep(facade, routingStep(facade,
new_forward_heap, new_forward_heap,
existing_reverse_heap, existing_reverse_heap,
*v_t_middle, *v_t_middle,
@ -583,10 +394,10 @@ bool AlternativeRouting<algorithm::CH>::ViaNodeCandidatePassesTTest(
*length_of_via_path = upper_bound_s_v_path_length + upper_bound_of_v_t_path_length; *length_of_via_path = upper_bound_s_v_path_length + upper_bound_of_v_t_path_length;
// retrieve packed paths // retrieve packed paths
super::RetrievePackedPathFromHeap( retrievePackedPathFromHeap(
existing_forward_heap, new_reverse_heap, *s_v_middle, packed_s_v_path); existing_forward_heap, new_reverse_heap, *s_v_middle, packed_s_v_path);
super::RetrievePackedPathFromHeap( retrievePackedPathFromHeap(
new_forward_heap, existing_reverse_heap, *v_t_middle, packed_v_t_path); new_forward_heap, existing_reverse_heap, *v_t_middle, packed_v_t_path);
NodeID s_P = *s_v_middle, t_P = *v_t_middle; NodeID s_P = *s_v_middle, t_P = *v_t_middle;
@ -632,7 +443,7 @@ bool AlternativeRouting<algorithm::CH>::ViaNodeCandidatePassesTTest(
return false; return false;
} }
const EdgeData &current_edge_data = facade.GetEdgeData(edge_in_via_path_id); const auto &current_edge_data = facade.GetEdgeData(edge_in_via_path_id);
const bool current_edge_is_shortcut = current_edge_data.shortcut; const bool current_edge_is_shortcut = current_edge_data.shortcut;
if (current_edge_is_shortcut) if (current_edge_is_shortcut)
{ {
@ -694,7 +505,7 @@ bool AlternativeRouting<algorithm::CH>::ViaNodeCandidatePassesTTest(
return false; return false;
} }
const EdgeData &current_edge_data = facade.GetEdgeData(edge_in_via_path_id); const auto &current_edge_data = facade.GetEdgeData(edge_in_via_path_id);
const bool IsViaEdgeShortCut = current_edge_data.shortcut; const bool IsViaEdgeShortCut = current_edge_data.shortcut;
if (IsViaEdgeShortCut) if (IsViaEdgeShortCut)
{ {
@ -738,7 +549,7 @@ bool AlternativeRouting<algorithm::CH>::ViaNodeCandidatePassesTTest(
{ {
if (!forward_heap3.Empty()) if (!forward_heap3.Empty())
{ {
super::RoutingStep(facade, routingStep(facade,
forward_heap3, forward_heap3,
reverse_heap3, reverse_heap3,
middle, middle,
@ -751,7 +562,7 @@ bool AlternativeRouting<algorithm::CH>::ViaNodeCandidatePassesTTest(
} }
if (!reverse_heap3.Empty()) if (!reverse_heap3.Empty())
{ {
super::RoutingStep(facade, routingStep(facade,
reverse_heap3, reverse_heap3,
forward_heap3, forward_heap3,
middle, middle,
@ -765,6 +576,319 @@ bool AlternativeRouting<algorithm::CH>::ViaNodeCandidatePassesTTest(
} }
return (upper_bound <= t_test_path_length); return (upper_bound <= t_test_path_length);
} }
}
InternalRouteResult
alternativePathSearch(SearchEngineData &engine_working_data,
const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const PhantomNodes &phantom_node_pair)
{
InternalRouteResult raw_route_data;
std::vector<NodeID> alternative_path;
std::vector<NodeID> via_node_candidate_list;
std::vector<SearchSpaceEdge> forward_search_space;
std::vector<SearchSpaceEdge> reverse_search_space;
// Init queues, semi-expensive because access to TSS invokes a sys-call
engine_working_data.InitializeOrClearFirstThreadLocalStorage(facade.GetNumberOfNodes());
engine_working_data.InitializeOrClearSecondThreadLocalStorage(facade.GetNumberOfNodes());
engine_working_data.InitializeOrClearThirdThreadLocalStorage(facade.GetNumberOfNodes());
QueryHeap &forward_heap1 = *(engine_working_data.forward_heap_1);
QueryHeap &reverse_heap1 = *(engine_working_data.reverse_heap_1);
QueryHeap &forward_heap2 = *(engine_working_data.forward_heap_2);
QueryHeap &reverse_heap2 = *(engine_working_data.reverse_heap_2);
EdgeWeight upper_bound_to_shortest_path_weight = INVALID_EDGE_WEIGHT;
NodeID middle_node = SPECIAL_NODEID;
const EdgeWeight min_edge_offset =
std::min(phantom_node_pair.source_phantom.forward_segment_id.enabled
? -phantom_node_pair.source_phantom.GetForwardWeightPlusOffset()
: 0,
phantom_node_pair.source_phantom.reverse_segment_id.enabled
? -phantom_node_pair.source_phantom.GetReverseWeightPlusOffset()
: 0);
if (phantom_node_pair.source_phantom.forward_segment_id.enabled)
{
BOOST_ASSERT(phantom_node_pair.source_phantom.forward_segment_id.id != SPECIAL_SEGMENTID);
forward_heap1.Insert(phantom_node_pair.source_phantom.forward_segment_id.id,
-phantom_node_pair.source_phantom.GetForwardWeightPlusOffset(),
phantom_node_pair.source_phantom.forward_segment_id.id);
}
if (phantom_node_pair.source_phantom.reverse_segment_id.enabled)
{
BOOST_ASSERT(phantom_node_pair.source_phantom.reverse_segment_id.id != SPECIAL_SEGMENTID);
forward_heap1.Insert(phantom_node_pair.source_phantom.reverse_segment_id.id,
-phantom_node_pair.source_phantom.GetReverseWeightPlusOffset(),
phantom_node_pair.source_phantom.reverse_segment_id.id);
}
if (phantom_node_pair.target_phantom.forward_segment_id.enabled)
{
BOOST_ASSERT(phantom_node_pair.target_phantom.forward_segment_id.id != SPECIAL_SEGMENTID);
reverse_heap1.Insert(phantom_node_pair.target_phantom.forward_segment_id.id,
phantom_node_pair.target_phantom.GetForwardWeightPlusOffset(),
phantom_node_pair.target_phantom.forward_segment_id.id);
}
if (phantom_node_pair.target_phantom.reverse_segment_id.enabled)
{
BOOST_ASSERT(phantom_node_pair.target_phantom.reverse_segment_id.id != SPECIAL_SEGMENTID);
reverse_heap1.Insert(phantom_node_pair.target_phantom.reverse_segment_id.id,
phantom_node_pair.target_phantom.GetReverseWeightPlusOffset(),
phantom_node_pair.target_phantom.reverse_segment_id.id);
}
// search from s and t till new_min/(1+epsilon) > length_of_shortest_path
while (0 < (forward_heap1.Size() + reverse_heap1.Size()))
{
if (0 < forward_heap1.Size())
{
alternativeRoutingStep<true>(facade,
forward_heap1,
reverse_heap1,
&middle_node,
&upper_bound_to_shortest_path_weight,
via_node_candidate_list,
forward_search_space,
min_edge_offset);
}
if (0 < reverse_heap1.Size())
{
alternativeRoutingStep<false>(facade,
forward_heap1,
reverse_heap1,
&middle_node,
&upper_bound_to_shortest_path_weight,
via_node_candidate_list,
reverse_search_space,
min_edge_offset);
}
}
if (INVALID_EDGE_WEIGHT == upper_bound_to_shortest_path_weight)
{
return raw_route_data;
}
std::sort(begin(via_node_candidate_list), end(via_node_candidate_list));
auto unique_end = std::unique(begin(via_node_candidate_list), end(via_node_candidate_list));
via_node_candidate_list.resize(unique_end - begin(via_node_candidate_list));
std::vector<NodeID> packed_forward_path;
std::vector<NodeID> packed_reverse_path;
const bool path_is_a_loop =
upper_bound_to_shortest_path_weight !=
forward_heap1.GetKey(middle_node) + reverse_heap1.GetKey(middle_node);
if (path_is_a_loop)
{
// Self Loop
packed_forward_path.push_back(middle_node);
packed_forward_path.push_back(middle_node);
}
else
{
retrievePackedPathFromSingleHeap(forward_heap1, middle_node, packed_forward_path);
retrievePackedPathFromSingleHeap(reverse_heap1, middle_node, packed_reverse_path);
}
// this set is is used as an indicator if a node is on the shortest path
std::unordered_set<NodeID> nodes_in_path(packed_forward_path.size() +
packed_reverse_path.size());
nodes_in_path.insert(packed_forward_path.begin(), packed_forward_path.end());
nodes_in_path.insert(middle_node);
nodes_in_path.insert(packed_reverse_path.begin(), packed_reverse_path.end());
std::unordered_map<NodeID, int> approximated_forward_sharing;
std::unordered_map<NodeID, int> approximated_reverse_sharing;
// sweep over search space, compute forward sharing for each current edge (u,v)
for (const SearchSpaceEdge &current_edge : forward_search_space)
{
const NodeID u = current_edge.first;
const NodeID v = current_edge.second;
if (nodes_in_path.find(v) != nodes_in_path.end())
{
// current_edge is on shortest path => sharing(v):=queue.GetKey(v);
approximated_forward_sharing.emplace(v, forward_heap1.GetKey(v));
}
else
{
// current edge is not on shortest path. Check if we know a value for the other
// endpoint
const auto sharing_of_u_iterator = approximated_forward_sharing.find(u);
if (sharing_of_u_iterator != approximated_forward_sharing.end())
{
approximated_forward_sharing.emplace(v, sharing_of_u_iterator->second);
}
}
}
// sweep over search space, compute backward sharing
for (const SearchSpaceEdge &current_edge : reverse_search_space)
{
const NodeID u = current_edge.first;
const NodeID v = current_edge.second;
if (nodes_in_path.find(v) != nodes_in_path.end())
{
// current_edge is on shortest path => sharing(u):=queue.GetKey(u);
approximated_reverse_sharing.emplace(v, reverse_heap1.GetKey(v));
}
else
{
// current edge is not on shortest path. Check if we know a value for the other
// endpoint
const auto sharing_of_u_iterator = approximated_reverse_sharing.find(u);
if (sharing_of_u_iterator != approximated_reverse_sharing.end())
{
approximated_reverse_sharing.emplace(v, sharing_of_u_iterator->second);
}
}
}
std::vector<NodeID> preselected_node_list;
for (const NodeID node : via_node_candidate_list)
{
if (node == middle_node)
continue;
const auto fwd_iterator = approximated_forward_sharing.find(node);
const int fwd_sharing =
(fwd_iterator != approximated_forward_sharing.end()) ? fwd_iterator->second : 0;
const auto rev_iterator = approximated_reverse_sharing.find(node);
const int rev_sharing =
(rev_iterator != approximated_reverse_sharing.end()) ? rev_iterator->second : 0;
const int approximated_sharing = fwd_sharing + rev_sharing;
const int approximated_length = forward_heap1.GetKey(node) + reverse_heap1.GetKey(node);
const bool length_passes =
(approximated_length < upper_bound_to_shortest_path_weight * (1 + VIAPATH_EPSILON));
const bool sharing_passes =
(approximated_sharing <= upper_bound_to_shortest_path_weight * VIAPATH_GAMMA);
const bool stretch_passes =
(approximated_length - approximated_sharing) <
((1. + VIAPATH_ALPHA) * (upper_bound_to_shortest_path_weight - approximated_sharing));
if (length_passes && sharing_passes && stretch_passes)
{
preselected_node_list.emplace_back(node);
}
}
std::vector<NodeID> &packed_shortest_path = packed_forward_path;
if (!path_is_a_loop)
{
std::reverse(packed_shortest_path.begin(), packed_shortest_path.end());
packed_shortest_path.emplace_back(middle_node);
packed_shortest_path.insert(
packed_shortest_path.end(), packed_reverse_path.begin(), packed_reverse_path.end());
}
std::vector<RankedCandidateNode> ranked_candidates_list;
// prioritizing via nodes for deep inspection
for (const NodeID node : preselected_node_list)
{
int length_of_via_path = 0, sharing_of_via_path = 0;
computeLengthAndSharingOfViaPath(engine_working_data,
facade,
node,
&length_of_via_path,
&sharing_of_via_path,
packed_shortest_path,
min_edge_offset);
const int maximum_allowed_sharing =
static_cast<int>(upper_bound_to_shortest_path_weight * VIAPATH_GAMMA);
if (sharing_of_via_path <= maximum_allowed_sharing &&
length_of_via_path <= upper_bound_to_shortest_path_weight * (1 + VIAPATH_EPSILON))
{
ranked_candidates_list.emplace_back(node, length_of_via_path, sharing_of_via_path);
}
}
std::sort(ranked_candidates_list.begin(), ranked_candidates_list.end());
NodeID selected_via_node = SPECIAL_NODEID;
int length_of_via_path = INVALID_EDGE_WEIGHT;
NodeID s_v_middle = SPECIAL_NODEID, v_t_middle = SPECIAL_NODEID;
for (const RankedCandidateNode &candidate : ranked_candidates_list)
{
if (viaNodeCandidatePassesTTest(engine_working_data,
facade,
forward_heap1,
reverse_heap1,
forward_heap2,
reverse_heap2,
candidate,
upper_bound_to_shortest_path_weight,
&length_of_via_path,
&s_v_middle,
&v_t_middle,
min_edge_offset))
{
// select first admissable
selected_via_node = candidate.node;
break;
}
}
// Unpack shortest path and alternative, if they exist
if (INVALID_EDGE_WEIGHT != upper_bound_to_shortest_path_weight)
{
BOOST_ASSERT(!packed_shortest_path.empty());
raw_route_data.unpacked_path_segments.resize(1);
raw_route_data.source_traversed_in_reverse.push_back(
(packed_shortest_path.front() !=
phantom_node_pair.source_phantom.forward_segment_id.id));
raw_route_data.target_traversed_in_reverse.push_back((
packed_shortest_path.back() != phantom_node_pair.target_phantom.forward_segment_id.id));
unpackPath(facade,
// -- packed input
packed_shortest_path.begin(),
packed_shortest_path.end(),
// -- start of route
phantom_node_pair,
// -- unpacked output
raw_route_data.unpacked_path_segments.front());
raw_route_data.shortest_path_length = upper_bound_to_shortest_path_weight;
}
if (SPECIAL_NODEID != selected_via_node)
{
std::vector<NodeID> packed_alternate_path;
// retrieve alternate path
retrievePackedAlternatePath(forward_heap1,
reverse_heap1,
forward_heap2,
reverse_heap2,
s_v_middle,
v_t_middle,
packed_alternate_path);
raw_route_data.alt_source_traversed_in_reverse.push_back(
(packed_alternate_path.front() !=
phantom_node_pair.source_phantom.forward_segment_id.id));
raw_route_data.alt_target_traversed_in_reverse.push_back(
(packed_alternate_path.back() !=
phantom_node_pair.target_phantom.forward_segment_id.id));
// unpack the alternate path
unpackPath(facade,
packed_alternate_path.begin(),
packed_alternate_path.end(),
phantom_node_pair,
raw_route_data.unpacked_alternative);
raw_route_data.alternative_path_length = length_of_via_path;
}
else
{
BOOST_ASSERT(raw_route_data.alternative_path_length == INVALID_EDGE_WEIGHT);
}
return raw_route_data;
}
} // namespace routing_algorithms } // namespace routing_algorithms
} // namespace engine } // namespace engine

View File

@ -1,5 +1,7 @@
#include "engine/routing_algorithms/direct_shortest_path.hpp" #include "engine/routing_algorithms/direct_shortest_path.hpp"
#include "engine/routing_algorithms/routing_base.hpp"
namespace osrm namespace osrm
{ {
namespace engine namespace engine
@ -13,11 +15,12 @@ namespace routing_algorithms
/// by the previous route. /// by the previous route.
/// This variation is only an optimazation for graphs with slow queries, for example /// This variation is only an optimazation for graphs with slow queries, for example
/// not fully contracted graphs. /// not fully contracted graphs.
void DirectShortestPathRouting<algorithm::CH>:: InternalRouteResult directShortestPathSearch(
operator()(const FacadeT &facade, SearchEngineData &engine_working_data,
const std::vector<PhantomNodes> &phantom_nodes_vector, const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
InternalRouteResult &raw_route_data) const const std::vector<PhantomNodes> &phantom_nodes_vector)
{ {
InternalRouteResult raw_route_data;
// Get weight to next pair of target nodes. // Get weight to next pair of target nodes.
BOOST_ASSERT_MSG(1 == phantom_nodes_vector.size(), BOOST_ASSERT_MSG(1 == phantom_nodes_vector.size(),
"Direct Shortest Path Query only accepts a single source and target pair. " "Direct Shortest Path Query only accepts a single source and target pair. "
@ -27,8 +30,8 @@ operator()(const FacadeT &facade,
const auto &target_phantom = phantom_node_pair.target_phantom; const auto &target_phantom = phantom_node_pair.target_phantom;
engine_working_data.InitializeOrClearFirstThreadLocalStorage(facade.GetNumberOfNodes()); engine_working_data.InitializeOrClearFirstThreadLocalStorage(facade.GetNumberOfNodes());
QueryHeap &forward_heap = *(engine_working_data.forward_heap_1); auto &forward_heap = *(engine_working_data.forward_heap_1);
QueryHeap &reverse_heap = *(engine_working_data.reverse_heap_1); auto &reverse_heap = *(engine_working_data.reverse_heap_1);
forward_heap.Clear(); forward_heap.Clear();
reverse_heap.Clear(); reverse_heap.Clear();
@ -71,12 +74,12 @@ operator()(const FacadeT &facade,
if (facade.GetCoreSize() > 0) if (facade.GetCoreSize() > 0)
{ {
engine_working_data.InitializeOrClearSecondThreadLocalStorage(facade.GetNumberOfNodes()); engine_working_data.InitializeOrClearSecondThreadLocalStorage(facade.GetNumberOfNodes());
QueryHeap &forward_core_heap = *(engine_working_data.forward_heap_2); auto &forward_core_heap = *(engine_working_data.forward_heap_2);
QueryHeap &reverse_core_heap = *(engine_working_data.reverse_heap_2); auto &reverse_core_heap = *(engine_working_data.reverse_heap_2);
forward_core_heap.Clear(); forward_core_heap.Clear();
reverse_core_heap.Clear(); reverse_core_heap.Clear();
super::SearchWithCore(facade, searchWithCore(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
forward_core_heap, forward_core_heap,
@ -88,7 +91,7 @@ operator()(const FacadeT &facade,
} }
else else
{ {
super::Search(facade, search(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
weight, weight,
@ -102,7 +105,7 @@ operator()(const FacadeT &facade,
{ {
raw_route_data.shortest_path_length = INVALID_EDGE_WEIGHT; raw_route_data.shortest_path_length = INVALID_EDGE_WEIGHT;
raw_route_data.alternative_path_length = INVALID_EDGE_WEIGHT; raw_route_data.alternative_path_length = INVALID_EDGE_WEIGHT;
return; return raw_route_data;
} }
BOOST_ASSERT_MSG(!packed_leg.empty(), "packed path empty"); BOOST_ASSERT_MSG(!packed_leg.empty(), "packed path empty");
@ -114,11 +117,13 @@ operator()(const FacadeT &facade,
raw_route_data.target_traversed_in_reverse.push_back( raw_route_data.target_traversed_in_reverse.push_back(
(packed_leg.back() != phantom_node_pair.target_phantom.forward_segment_id.id)); (packed_leg.back() != phantom_node_pair.target_phantom.forward_segment_id.id));
super::UnpackPath(facade, unpackPath(facade,
packed_leg.begin(), packed_leg.begin(),
packed_leg.end(), packed_leg.end(),
phantom_node_pair, phantom_node_pair,
raw_route_data.unpacked_path_segments.front()); raw_route_data.unpacked_path_segments.front());
return raw_route_data;
} }
} // namespace routing_algorithms } // namespace routing_algorithms
} // namespace engine } // namespace engine

View File

@ -1,4 +1,12 @@
#include "engine/routing_algorithms/many_to_many.hpp" #include "engine/routing_algorithms/many_to_many.hpp"
#include "engine/routing_algorithms/routing_base.hpp"
#include <boost/assert.hpp>
#include <limits>
#include <memory>
#include <unordered_map>
#include <vector>
namespace osrm namespace osrm
{ {
@ -7,11 +15,172 @@ namespace engine
namespace routing_algorithms namespace routing_algorithms
{ {
std::vector<EdgeWeight> ManyToManyRouting<algorithm::CH>:: using QueryHeap = SearchEngineData::ManyToManyQueryHeap;
operator()(const FacadeT &facade,
namespace
{
struct NodeBucket
{
unsigned target_id; // essentially a row in the weight matrix
EdgeWeight weight;
EdgeWeight duration;
NodeBucket(const unsigned target_id, const EdgeWeight weight, const EdgeWeight duration)
: target_id(target_id), weight(weight), duration(duration)
{
}
};
// FIXME This should be replaced by an std::unordered_multimap, though this needs benchmarking
using SearchSpaceWithBuckets = std::unordered_map<NodeID, std::vector<NodeBucket>>;
template <bool forward_direction>
void relaxOutgoingEdges(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const NodeID node,
const EdgeWeight weight,
const EdgeWeight duration,
QueryHeap &query_heap)
{
for (auto edge : facade.GetAdjacentEdgeRange(node))
{
const auto &data = facade.GetEdgeData(edge);
const bool direction_flag = (forward_direction ? data.forward : data.backward);
if (direction_flag)
{
const NodeID to = facade.GetTarget(edge);
const EdgeWeight edge_weight = data.weight;
const EdgeWeight edge_duration = data.duration;
BOOST_ASSERT_MSG(edge_weight > 0, "edge_weight invalid");
const EdgeWeight to_weight = weight + edge_weight;
const EdgeWeight to_duration = duration + edge_duration;
// New Node discovered -> Add to Heap + Node Info Storage
if (!query_heap.WasInserted(to))
{
query_heap.Insert(to, to_weight, {node, to_duration});
}
// Found a shorter Path -> Update weight
else if (to_weight < query_heap.GetKey(to))
{
// new parent
query_heap.GetData(to) = {node, to_duration};
query_heap.DecreaseKey(to, to_weight);
}
}
}
}
// Stalling
template <bool forward_direction>
bool stallAtNode(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const NodeID node,
const EdgeWeight weight,
QueryHeap &query_heap)
{
for (auto edge : facade.GetAdjacentEdgeRange(node))
{
const auto &data = facade.GetEdgeData(edge);
const bool reverse_flag = ((!forward_direction) ? data.forward : data.backward);
if (reverse_flag)
{
const NodeID to = facade.GetTarget(edge);
const EdgeWeight edge_weight = data.weight;
BOOST_ASSERT_MSG(edge_weight > 0, "edge_weight invalid");
if (query_heap.WasInserted(to))
{
if (query_heap.GetKey(to) + edge_weight < weight)
{
return true;
}
}
}
}
return false;
}
void ForwardRoutingStep(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const unsigned row_idx,
const unsigned number_of_targets,
QueryHeap &query_heap,
const SearchSpaceWithBuckets &search_space_with_buckets,
std::vector<EdgeWeight> &weights_table,
std::vector<EdgeWeight> &durations_table)
{
const NodeID node = query_heap.DeleteMin();
const EdgeWeight source_weight = query_heap.GetKey(node);
const EdgeWeight source_duration = query_heap.GetData(node).duration;
// check if each encountered node has an entry
const auto bucket_iterator = search_space_with_buckets.find(node);
// iterate bucket if there exists one
if (bucket_iterator != search_space_with_buckets.end())
{
const std::vector<NodeBucket> &bucket_list = bucket_iterator->second;
for (const NodeBucket &current_bucket : bucket_list)
{
// get target id from bucket entry
const unsigned column_idx = current_bucket.target_id;
const EdgeWeight target_weight = current_bucket.weight;
const EdgeWeight target_duration = current_bucket.duration;
auto &current_weight = weights_table[row_idx * number_of_targets + column_idx];
auto &current_duration = durations_table[row_idx * number_of_targets + column_idx];
// check if new weight is better
const EdgeWeight new_weight = source_weight + target_weight;
if (new_weight < 0)
{
const EdgeWeight loop_weight = getLoopWeight<false>(facade, node);
const EdgeWeight new_weight_with_loop = new_weight + loop_weight;
if (loop_weight != INVALID_EDGE_WEIGHT && new_weight_with_loop >= 0)
{
current_weight = std::min(current_weight, new_weight_with_loop);
current_duration = std::min(current_duration,
source_duration + target_duration +
getLoopWeight<true>(facade, node));
}
}
else if (new_weight < current_weight)
{
current_weight = new_weight;
current_duration = source_duration + target_duration;
}
}
}
if (stallAtNode<true>(facade, node, source_weight, query_heap))
{
return;
}
relaxOutgoingEdges<true>(facade, node, source_weight, source_duration, query_heap);
}
void backwardRoutingStep(
const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const unsigned column_idx,
QueryHeap &query_heap,
SearchSpaceWithBuckets &search_space_with_buckets)
{
const NodeID node = query_heap.DeleteMin();
const EdgeWeight target_weight = query_heap.GetKey(node);
const EdgeWeight target_duration = query_heap.GetData(node).duration;
// store settled nodes in search space bucket
search_space_with_buckets[node].emplace_back(column_idx, target_weight, target_duration);
if (stallAtNode<false>(facade, node, target_weight, query_heap))
{
return;
}
relaxOutgoingEdges<false>(facade, node, target_weight, target_duration, query_heap);
}
}
std::vector<EdgeWeight>
manyToManySearch(SearchEngineData &engine_working_data,
const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const std::vector<PhantomNode> &phantom_nodes, const std::vector<PhantomNode> &phantom_nodes,
const std::vector<std::size_t> &source_indices, const std::vector<std::size_t> &source_indices,
const std::vector<std::size_t> &target_indices) const const std::vector<std::size_t> &target_indices)
{ {
const auto number_of_sources = const auto number_of_sources =
source_indices.empty() ? phantom_nodes.size() : source_indices.size(); source_indices.empty() ? phantom_nodes.size() : source_indices.size();
@ -24,7 +193,7 @@ operator()(const FacadeT &facade,
engine_working_data.InitializeOrClearManyToManyThreadLocalStorage(facade.GetNumberOfNodes()); engine_working_data.InitializeOrClearManyToManyThreadLocalStorage(facade.GetNumberOfNodes());
QueryHeap &query_heap = *(engine_working_data.many_to_many_heap); auto &query_heap = *(engine_working_data.many_to_many_heap);
SearchSpaceWithBuckets search_space_with_buckets; SearchSpaceWithBuckets search_space_with_buckets;
@ -49,7 +218,7 @@ operator()(const FacadeT &facade,
// explore search space // explore search space
while (!query_heap.Empty()) while (!query_heap.Empty())
{ {
BackwardRoutingStep(facade, column_idx, query_heap, search_space_with_buckets); backwardRoutingStep(facade, column_idx, query_heap, search_space_with_buckets);
} }
++column_idx; ++column_idx;
}; };
@ -122,84 +291,6 @@ operator()(const FacadeT &facade,
return durations_table; return durations_table;
} }
void ManyToManyRouting<algorithm::CH>::ForwardRoutingStep(
const FacadeT &facade,
const unsigned row_idx,
const unsigned number_of_targets,
QueryHeap &query_heap,
const SearchSpaceWithBuckets &search_space_with_buckets,
std::vector<EdgeWeight> &weights_table,
std::vector<EdgeWeight> &durations_table) const
{
const NodeID node = query_heap.DeleteMin();
const EdgeWeight source_weight = query_heap.GetKey(node);
const EdgeWeight source_duration = query_heap.GetData(node).duration;
// check if each encountered node has an entry
const auto bucket_iterator = search_space_with_buckets.find(node);
// iterate bucket if there exists one
if (bucket_iterator != search_space_with_buckets.end())
{
const std::vector<NodeBucket> &bucket_list = bucket_iterator->second;
for (const NodeBucket &current_bucket : bucket_list)
{
// get target id from bucket entry
const unsigned column_idx = current_bucket.target_id;
const EdgeWeight target_weight = current_bucket.weight;
const EdgeWeight target_duration = current_bucket.duration;
auto &current_weight = weights_table[row_idx * number_of_targets + column_idx];
auto &current_duration = durations_table[row_idx * number_of_targets + column_idx];
// check if new weight is better
const EdgeWeight new_weight = source_weight + target_weight;
if (new_weight < 0)
{
const EdgeWeight loop_weight = super::GetLoopWeight<false>(facade, node);
const EdgeWeight new_weight_with_loop = new_weight + loop_weight;
if (loop_weight != INVALID_EDGE_WEIGHT && new_weight_with_loop >= 0)
{
current_weight = std::min(current_weight, new_weight_with_loop);
current_duration = std::min(current_duration,
source_duration + target_duration +
super::GetLoopWeight<true>(facade, node));
}
}
else if (new_weight < current_weight)
{
current_weight = new_weight;
current_duration = source_duration + target_duration;
}
}
}
if (StallAtNode<true>(facade, node, source_weight, query_heap))
{
return;
}
RelaxOutgoingEdges<true>(facade, node, source_weight, source_duration, query_heap);
}
void ManyToManyRouting<algorithm::CH>::BackwardRoutingStep(
const FacadeT &facade,
const unsigned column_idx,
QueryHeap &query_heap,
SearchSpaceWithBuckets &search_space_with_buckets) const
{
const NodeID node = query_heap.DeleteMin();
const EdgeWeight target_weight = query_heap.GetKey(node);
const EdgeWeight target_duration = query_heap.GetData(node).duration;
// store settled nodes in search space bucket
search_space_with_buckets[node].emplace_back(column_idx, target_weight, target_duration);
if (StallAtNode<false>(facade, node, target_weight, query_heap))
{
return;
}
RelaxOutgoingEdges<false>(facade, node, target_weight, target_duration, query_heap);
}
} // namespace routing_algorithms } // namespace routing_algorithms
} // namespace engine } // namespace engine
} // namespace osrm } // namespace osrm

View File

@ -1,4 +1,20 @@
#include "engine/routing_algorithms/map_matching.hpp" #include "engine/routing_algorithms/map_matching.hpp"
#include "engine/routing_algorithms/routing_base.hpp"
#include "engine/map_matching/hidden_markov_model.hpp"
#include "engine/map_matching/matching_confidence.hpp"
#include "engine/map_matching/sub_matching.hpp"
#include "util/coordinate_calculation.hpp"
#include "util/for_each_pair.hpp"
#include <algorithm>
#include <cstddef>
#include <deque>
#include <iomanip>
#include <memory>
#include <numeric>
#include <utility>
namespace osrm namespace osrm
{ {
@ -7,8 +23,15 @@ namespace engine
namespace routing_algorithms namespace routing_algorithms
{ {
unsigned namespace
MapMatching<algorithm::CH>::GetMedianSampleTime(const std::vector<unsigned> &timestamps) const {
using HMM = map_matching::HiddenMarkovModel<CandidateLists>;
constexpr static const unsigned MAX_BROKEN_STATES = 10;
constexpr static const double MATCHING_BETA = 10;
constexpr static const double MAX_DISTANCE_DELTA = 2000.;
unsigned getMedianSampleTime(const std::vector<unsigned> &timestamps)
{ {
BOOST_ASSERT(timestamps.size() > 1); BOOST_ASSERT(timestamps.size() > 1);
@ -22,14 +45,20 @@ MapMatching<algorithm::CH>::GetMedianSampleTime(const std::vector<unsigned> &tim
std::nth_element(first_elem, median, sample_times.end()); std::nth_element(first_elem, median, sample_times.end());
return *median; return *median;
} }
}
SubMatchingList MapMatching<algorithm::CH>:: SubMatchingList
operator()(const FacadeT &facade, mapMatching(SearchEngineData &engine_working_data,
const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const CandidateLists &candidates_list, const CandidateLists &candidates_list,
const std::vector<util::Coordinate> &trace_coordinates, const std::vector<util::Coordinate> &trace_coordinates,
const std::vector<unsigned> &trace_timestamps, const std::vector<unsigned> &trace_timestamps,
const std::vector<boost::optional<double>> &trace_gps_precision) const const std::vector<boost::optional<double>> &trace_gps_precision)
{ {
map_matching::MatchingConfidence confidence;
map_matching::EmissionLogProbability default_emission_log_probability(DEFAULT_GPS_PRECISION);
map_matching::TransitionLogProbability transition_log_probability(MATCHING_BETA);
SubMatchingList sub_matchings; SubMatchingList sub_matchings;
BOOST_ASSERT(candidates_list.size() == trace_coordinates.size()); BOOST_ASSERT(candidates_list.size() == trace_coordinates.size());
@ -40,7 +69,7 @@ operator()(const FacadeT &facade,
const auto median_sample_time = [&] { const auto median_sample_time = [&] {
if (use_timestamps) if (use_timestamps)
{ {
return std::max(1u, GetMedianSampleTime(trace_timestamps)); return std::max(1u, getMedianSampleTime(trace_timestamps));
} }
else else
{ {
@ -68,7 +97,7 @@ operator()(const FacadeT &facade,
std::transform(candidates_list[t].begin(), std::transform(candidates_list[t].begin(),
candidates_list[t].end(), candidates_list[t].end(),
emission_log_probabilities[t].begin(), emission_log_probabilities[t].begin(),
[this](const PhantomNodeWithDistance &candidate) { [&](const PhantomNodeWithDistance &candidate) {
return default_emission_log_probability(candidate.distance); return default_emission_log_probability(candidate.distance);
}); });
} }
@ -95,7 +124,7 @@ operator()(const FacadeT &facade,
std::transform(candidates_list[t].begin(), std::transform(candidates_list[t].begin(),
candidates_list[t].end(), candidates_list[t].end(),
emission_log_probabilities[t].begin(), emission_log_probabilities[t].begin(),
[this](const PhantomNodeWithDistance &candidate) { [&](const PhantomNodeWithDistance &candidate) {
return default_emission_log_probability(candidate.distance); return default_emission_log_probability(candidate.distance);
}); });
} }
@ -113,10 +142,10 @@ operator()(const FacadeT &facade,
engine_working_data.InitializeOrClearFirstThreadLocalStorage(facade.GetNumberOfNodes()); engine_working_data.InitializeOrClearFirstThreadLocalStorage(facade.GetNumberOfNodes());
engine_working_data.InitializeOrClearSecondThreadLocalStorage(facade.GetNumberOfNodes()); engine_working_data.InitializeOrClearSecondThreadLocalStorage(facade.GetNumberOfNodes());
QueryHeap &forward_heap = *(engine_working_data.forward_heap_1); auto &forward_heap = *(engine_working_data.forward_heap_1);
QueryHeap &reverse_heap = *(engine_working_data.reverse_heap_1); auto &reverse_heap = *(engine_working_data.reverse_heap_1);
QueryHeap &forward_core_heap = *(engine_working_data.forward_heap_2); auto &forward_core_heap = *(engine_working_data.forward_heap_2);
QueryHeap &reverse_core_heap = *(engine_working_data.reverse_heap_2); auto &reverse_core_heap = *(engine_working_data.reverse_heap_2);
std::size_t breakage_begin = map_matching::INVALID_STATE; std::size_t breakage_begin = map_matching::INVALID_STATE;
std::vector<std::size_t> split_points; std::vector<std::size_t> split_points;
@ -187,7 +216,7 @@ operator()(const FacadeT &facade,
{ {
forward_core_heap.Clear(); forward_core_heap.Clear();
reverse_core_heap.Clear(); reverse_core_heap.Clear();
network_distance = super::GetNetworkDistanceWithCore( network_distance = getNetworkDistanceWithCore(
facade, facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
@ -199,8 +228,8 @@ operator()(const FacadeT &facade,
} }
else else
{ {
network_distance = super::GetNetworkDistance( network_distance =
facade, getNetworkDistance(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
prev_unbroken_timestamps_list[s].phantom_node, prev_unbroken_timestamps_list[s].phantom_node,

View File

@ -7,7 +7,7 @@ namespace engine
namespace routing_algorithms namespace routing_algorithms
{ {
void BasicRouting<algorithm::CH>::RoutingStep(const FacadeT &facade, void routingStep(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
SearchEngineData::QueryHeap &forward_heap, SearchEngineData::QueryHeap &forward_heap,
SearchEngineData::QueryHeap &reverse_heap, SearchEngineData::QueryHeap &reverse_heap,
NodeID &middle_node_id, NodeID &middle_node_id,
@ -16,7 +16,7 @@ void BasicRouting<algorithm::CH>::RoutingStep(const FacadeT &facade,
const bool forward_direction, const bool forward_direction,
const bool stalling, const bool stalling,
const bool force_loop_forward, const bool force_loop_forward,
const bool force_loop_reverse) const const bool force_loop_reverse)
{ {
const NodeID node = forward_heap.DeleteMin(); const NodeID node = forward_heap.DeleteMin();
const EdgeWeight weight = forward_heap.GetKey(node); const EdgeWeight weight = forward_heap.GetKey(node);
@ -36,7 +36,7 @@ void BasicRouting<algorithm::CH>::RoutingStep(const FacadeT &facade,
// check whether there is a loop present at the node // check whether there is a loop present at the node
for (const auto edge : facade.GetAdjacentEdgeRange(node)) for (const auto edge : facade.GetAdjacentEdgeRange(node))
{ {
const EdgeData &data = facade.GetEdgeData(edge); const auto &data = facade.GetEdgeData(edge);
bool forward_directionFlag = (forward_direction ? data.forward : data.backward); bool forward_directionFlag = (forward_direction ? data.forward : data.backward);
if (forward_directionFlag) if (forward_directionFlag)
{ {
@ -78,7 +78,7 @@ void BasicRouting<algorithm::CH>::RoutingStep(const FacadeT &facade,
{ {
for (const auto edge : facade.GetAdjacentEdgeRange(node)) for (const auto edge : facade.GetAdjacentEdgeRange(node))
{ {
const EdgeData &data = facade.GetEdgeData(edge); const auto &data = facade.GetEdgeData(edge);
const bool reverse_flag = ((!forward_direction) ? data.forward : data.backward); const bool reverse_flag = ((!forward_direction) ? data.forward : data.backward);
if (reverse_flag) if (reverse_flag)
{ {
@ -100,7 +100,7 @@ void BasicRouting<algorithm::CH>::RoutingStep(const FacadeT &facade,
for (const auto edge : facade.GetAdjacentEdgeRange(node)) for (const auto edge : facade.GetAdjacentEdgeRange(node))
{ {
const EdgeData &data = facade.GetEdgeData(edge); const auto &data = facade.GetEdgeData(edge);
bool forward_directionFlag = (forward_direction ? data.forward : data.backward); bool forward_directionFlag = (forward_direction ? data.forward : data.backward);
if (forward_directionFlag) if (forward_directionFlag)
{ {
@ -133,38 +133,35 @@ void BasicRouting<algorithm::CH>::RoutingStep(const FacadeT &facade,
* @param to the node the CH edge finishes at * @param to the node the CH edge finishes at
* @param unpacked_path the sequence of original NodeIDs that make up the expanded CH edge * @param unpacked_path the sequence of original NodeIDs that make up the expanded CH edge
*/ */
void BasicRouting<algorithm::CH>::UnpackEdge(const FacadeT &facade, void unpackEdge(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const NodeID from, const NodeID from,
const NodeID to, const NodeID to,
std::vector<NodeID> &unpacked_path) const std::vector<NodeID> &unpacked_path)
{ {
std::array<NodeID, 2> path{{from, to}}; std::array<NodeID, 2> path{{from, to}};
UnpackCHPath( unpackPath(facade,
facade,
path.begin(), path.begin(),
path.end(), path.end(),
[&unpacked_path](const std::pair<NodeID, NodeID> &edge, const EdgeData & /* data */) { [&unpacked_path](const std::pair<NodeID, NodeID> &edge, const auto & /* data */) {
unpacked_path.emplace_back(edge.first); unpacked_path.emplace_back(edge.first);
}); });
unpacked_path.emplace_back(to); unpacked_path.emplace_back(to);
} }
void BasicRouting<algorithm::CH>::RetrievePackedPathFromHeap( void retrievePackedPathFromHeap(const SearchEngineData::QueryHeap &forward_heap,
const SearchEngineData::QueryHeap &forward_heap,
const SearchEngineData::QueryHeap &reverse_heap, const SearchEngineData::QueryHeap &reverse_heap,
const NodeID middle_node_id, const NodeID middle_node_id,
std::vector<NodeID> &packed_path) const std::vector<NodeID> &packed_path)
{ {
RetrievePackedPathFromSingleHeap(forward_heap, middle_node_id, packed_path); retrievePackedPathFromSingleHeap(forward_heap, middle_node_id, packed_path);
std::reverse(packed_path.begin(), packed_path.end()); std::reverse(packed_path.begin(), packed_path.end());
packed_path.emplace_back(middle_node_id); packed_path.emplace_back(middle_node_id);
RetrievePackedPathFromSingleHeap(reverse_heap, middle_node_id, packed_path); retrievePackedPathFromSingleHeap(reverse_heap, middle_node_id, packed_path);
} }
void BasicRouting<algorithm::CH>::RetrievePackedPathFromSingleHeap( void retrievePackedPathFromSingleHeap(const SearchEngineData::QueryHeap &search_heap,
const SearchEngineData::QueryHeap &search_heap,
const NodeID middle_node_id, const NodeID middle_node_id,
std::vector<NodeID> &packed_path) const std::vector<NodeID> &packed_path)
{ {
NodeID current_node_id = middle_node_id; NodeID current_node_id = middle_node_id;
// all initial nodes will have itself as parent, or a node not in the heap // all initial nodes will have itself as parent, or a node not in the heap
@ -191,14 +188,14 @@ void BasicRouting<algorithm::CH>::RetrievePackedPathFromSingleHeap(
// && source_phantom.GetForwardWeightPlusOffset() > target_phantom.GetForwardWeightPlusOffset()) // && source_phantom.GetForwardWeightPlusOffset() > target_phantom.GetForwardWeightPlusOffset())
// requires // requires
// a force loop, if the heaps have been initialized with positive offsets. // a force loop, if the heaps have been initialized with positive offsets.
void BasicRouting<algorithm::CH>::Search(const FacadeT &facade, void search(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
SearchEngineData::QueryHeap &forward_heap, SearchEngineData::QueryHeap &forward_heap,
SearchEngineData::QueryHeap &reverse_heap, SearchEngineData::QueryHeap &reverse_heap,
EdgeWeight &weight, EdgeWeight &weight,
std::vector<NodeID> &packed_leg, std::vector<NodeID> &packed_leg,
const bool force_loop_forward, const bool force_loop_forward,
const bool force_loop_reverse, const bool force_loop_reverse,
const EdgeWeight weight_upper_bound) const const EdgeWeight weight_upper_bound)
{ {
NodeID middle = SPECIAL_NODEID; NodeID middle = SPECIAL_NODEID;
weight = weight_upper_bound; weight = weight_upper_bound;
@ -215,7 +212,7 @@ void BasicRouting<algorithm::CH>::Search(const FacadeT &facade,
{ {
if (!forward_heap.Empty()) if (!forward_heap.Empty())
{ {
RoutingStep(facade, routingStep(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
middle, middle,
@ -228,7 +225,7 @@ void BasicRouting<algorithm::CH>::Search(const FacadeT &facade,
} }
if (!reverse_heap.Empty()) if (!reverse_heap.Empty())
{ {
RoutingStep(facade, routingStep(facade,
reverse_heap, reverse_heap,
forward_heap, forward_heap,
middle, middle,
@ -260,7 +257,7 @@ void BasicRouting<algorithm::CH>::Search(const FacadeT &facade,
} }
else else
{ {
RetrievePackedPathFromHeap(forward_heap, reverse_heap, middle, packed_leg); retrievePackedPathFromHeap(forward_heap, reverse_heap, middle, packed_leg);
} }
} }
@ -273,7 +270,7 @@ void BasicRouting<algorithm::CH>::Search(const FacadeT &facade,
// && source_phantom.GetForwardWeightPlusOffset() > target_phantom.GetForwardWeightPlusOffset()) // && source_phantom.GetForwardWeightPlusOffset() > target_phantom.GetForwardWeightPlusOffset())
// requires // requires
// a force loop, if the heaps have been initialized with positive offsets. // a force loop, if the heaps have been initialized with positive offsets.
void BasicRouting<algorithm::CH>::SearchWithCore(const FacadeT &facade, void searchWithCore(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
SearchEngineData::QueryHeap &forward_heap, SearchEngineData::QueryHeap &forward_heap,
SearchEngineData::QueryHeap &reverse_heap, SearchEngineData::QueryHeap &reverse_heap,
SearchEngineData::QueryHeap &forward_core_heap, SearchEngineData::QueryHeap &forward_core_heap,
@ -282,7 +279,7 @@ void BasicRouting<algorithm::CH>::SearchWithCore(const FacadeT &facade,
std::vector<NodeID> &packed_leg, std::vector<NodeID> &packed_leg,
const bool force_loop_forward, const bool force_loop_forward,
const bool force_loop_reverse, const bool force_loop_reverse,
EdgeWeight weight_upper_bound) const EdgeWeight weight_upper_bound)
{ {
NodeID middle = SPECIAL_NODEID; NodeID middle = SPECIAL_NODEID;
weight = weight_upper_bound; weight = weight_upper_bound;
@ -310,7 +307,7 @@ void BasicRouting<algorithm::CH>::SearchWithCore(const FacadeT &facade,
} }
else else
{ {
RoutingStep(facade, routingStep(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
middle, middle,
@ -332,7 +329,7 @@ void BasicRouting<algorithm::CH>::SearchWithCore(const FacadeT &facade,
} }
else else
{ {
RoutingStep(facade, routingStep(facade,
reverse_heap, reverse_heap,
forward_heap, forward_heap,
middle, middle,
@ -385,7 +382,7 @@ void BasicRouting<algorithm::CH>::SearchWithCore(const FacadeT &facade,
while (0 < forward_core_heap.Size() && 0 < reverse_core_heap.Size() && while (0 < forward_core_heap.Size() && 0 < reverse_core_heap.Size() &&
weight > (forward_core_heap.MinKey() + reverse_core_heap.MinKey())) weight > (forward_core_heap.MinKey() + reverse_core_heap.MinKey()))
{ {
RoutingStep(facade, routingStep(facade,
forward_core_heap, forward_core_heap,
reverse_core_heap, reverse_core_heap,
middle, middle,
@ -396,7 +393,7 @@ void BasicRouting<algorithm::CH>::SearchWithCore(const FacadeT &facade,
force_loop_forward, force_loop_forward,
force_loop_reverse); force_loop_reverse);
RoutingStep(facade, routingStep(facade,
reverse_core_heap, reverse_core_heap,
forward_core_heap, forward_core_heap,
middle, middle,
@ -432,13 +429,13 @@ void BasicRouting<algorithm::CH>::SearchWithCore(const FacadeT &facade,
else else
{ {
std::vector<NodeID> packed_core_leg; std::vector<NodeID> packed_core_leg;
RetrievePackedPathFromHeap( retrievePackedPathFromHeap(
forward_core_heap, reverse_core_heap, middle, packed_core_leg); forward_core_heap, reverse_core_heap, middle, packed_core_leg);
BOOST_ASSERT(packed_core_leg.size() > 0); BOOST_ASSERT(packed_core_leg.size() > 0);
RetrievePackedPathFromSingleHeap(forward_heap, packed_core_leg.front(), packed_leg); retrievePackedPathFromSingleHeap(forward_heap, packed_core_leg.front(), packed_leg);
std::reverse(packed_leg.begin(), packed_leg.end()); std::reverse(packed_leg.begin(), packed_leg.end());
packed_leg.insert(packed_leg.end(), packed_core_leg.begin(), packed_core_leg.end()); packed_leg.insert(packed_leg.end(), packed_core_leg.begin(), packed_core_leg.end());
RetrievePackedPathFromSingleHeap(reverse_heap, packed_core_leg.back(), packed_leg); retrievePackedPathFromSingleHeap(reverse_heap, packed_core_leg.back(), packed_leg);
} }
} }
else else
@ -453,13 +450,12 @@ void BasicRouting<algorithm::CH>::SearchWithCore(const FacadeT &facade,
} }
else else
{ {
RetrievePackedPathFromHeap(forward_heap, reverse_heap, middle, packed_leg); retrievePackedPathFromHeap(forward_heap, reverse_heap, middle, packed_leg);
} }
} }
} }
bool BasicRouting<algorithm::CH>::NeedsLoopForward(const PhantomNode &source_phantom, bool needsLoopForward(const PhantomNode &source_phantom, const PhantomNode &target_phantom)
const PhantomNode &target_phantom) const
{ {
return source_phantom.forward_segment_id.enabled && target_phantom.forward_segment_id.enabled && return source_phantom.forward_segment_id.enabled && target_phantom.forward_segment_id.enabled &&
source_phantom.forward_segment_id.id == target_phantom.forward_segment_id.id && source_phantom.forward_segment_id.id == target_phantom.forward_segment_id.id &&
@ -467,8 +463,7 @@ bool BasicRouting<algorithm::CH>::NeedsLoopForward(const PhantomNode &source_pha
target_phantom.GetForwardWeightPlusOffset(); target_phantom.GetForwardWeightPlusOffset();
} }
bool BasicRouting<algorithm::CH>::NeedsLoopBackwards(const PhantomNode &source_phantom, bool needsLoopBackwards(const PhantomNode &source_phantom, const PhantomNode &target_phantom)
const PhantomNode &target_phantom) const
{ {
return source_phantom.reverse_segment_id.enabled && target_phantom.reverse_segment_id.enabled && return source_phantom.reverse_segment_id.enabled && target_phantom.reverse_segment_id.enabled &&
source_phantom.reverse_segment_id.id == target_phantom.reverse_segment_id.id && source_phantom.reverse_segment_id.id == target_phantom.reverse_segment_id.id &&
@ -476,16 +471,16 @@ bool BasicRouting<algorithm::CH>::NeedsLoopBackwards(const PhantomNode &source_p
target_phantom.GetReverseWeightPlusOffset(); target_phantom.GetReverseWeightPlusOffset();
} }
double BasicRouting<algorithm::CH>::GetPathDistance(const FacadeT &facade, double getPathDistance(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const std::vector<NodeID> &packed_path, const std::vector<NodeID> &packed_path,
const PhantomNode &source_phantom, const PhantomNode &source_phantom,
const PhantomNode &target_phantom) const const PhantomNode &target_phantom)
{ {
std::vector<PathData> unpacked_path; std::vector<PathData> unpacked_path;
PhantomNodes nodes; PhantomNodes nodes;
nodes.source_phantom = source_phantom; nodes.source_phantom = source_phantom;
nodes.target_phantom = target_phantom; nodes.target_phantom = target_phantom;
UnpackPath(facade, packed_path.begin(), packed_path.end(), nodes, unpacked_path); unpackPath(facade, packed_path.begin(), packed_path.end(), nodes, unpacked_path);
using util::coordinate_calculation::detail::DEGREE_TO_RAD; using util::coordinate_calculation::detail::DEGREE_TO_RAD;
using util::coordinate_calculation::detail::EARTH_RADIUS; using util::coordinate_calculation::detail::EARTH_RADIUS;
@ -535,15 +530,15 @@ double BasicRouting<algorithm::CH>::GetPathDistance(const FacadeT &facade,
// Requires the heaps for be empty // Requires the heaps for be empty
// If heaps should be adjusted to be initialized outside of this function, // If heaps should be adjusted to be initialized outside of this function,
// the addition of force_loop parameters might be required // the addition of force_loop parameters might be required
double BasicRouting<algorithm::CH>::GetNetworkDistanceWithCore( double getNetworkDistanceWithCore(
const FacadeT &facade, const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
SearchEngineData::QueryHeap &forward_heap, SearchEngineData::QueryHeap &forward_heap,
SearchEngineData::QueryHeap &reverse_heap, SearchEngineData::QueryHeap &reverse_heap,
SearchEngineData::QueryHeap &forward_core_heap, SearchEngineData::QueryHeap &forward_core_heap,
SearchEngineData::QueryHeap &reverse_core_heap, SearchEngineData::QueryHeap &reverse_core_heap,
const PhantomNode &source_phantom, const PhantomNode &source_phantom,
const PhantomNode &target_phantom, const PhantomNode &target_phantom,
EdgeWeight weight_upper_bound) const EdgeWeight weight_upper_bound)
{ {
BOOST_ASSERT(forward_heap.Empty()); BOOST_ASSERT(forward_heap.Empty());
BOOST_ASSERT(reverse_heap.Empty()); BOOST_ASSERT(reverse_heap.Empty());
@ -579,7 +574,7 @@ double BasicRouting<algorithm::CH>::GetNetworkDistanceWithCore(
EdgeWeight weight = INVALID_EDGE_WEIGHT; EdgeWeight weight = INVALID_EDGE_WEIGHT;
std::vector<NodeID> packed_path; std::vector<NodeID> packed_path;
SearchWithCore(facade, searchWithCore(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
forward_core_heap, forward_core_heap,
@ -593,7 +588,7 @@ double BasicRouting<algorithm::CH>::GetNetworkDistanceWithCore(
double distance = std::numeric_limits<double>::max(); double distance = std::numeric_limits<double>::max();
if (weight != INVALID_EDGE_WEIGHT) if (weight != INVALID_EDGE_WEIGHT)
{ {
return GetPathDistance(facade, packed_path, source_phantom, target_phantom); return getPathDistance(facade, packed_path, source_phantom, target_phantom);
} }
return distance; return distance;
} }
@ -601,12 +596,13 @@ double BasicRouting<algorithm::CH>::GetNetworkDistanceWithCore(
// Requires the heaps for be empty // Requires the heaps for be empty
// If heaps should be adjusted to be initialized outside of this function, // If heaps should be adjusted to be initialized outside of this function,
// the addition of force_loop parameters might be required // the addition of force_loop parameters might be required
double BasicRouting<algorithm::CH>::GetNetworkDistance(const FacadeT &facade, double
getNetworkDistance(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
SearchEngineData::QueryHeap &forward_heap, SearchEngineData::QueryHeap &forward_heap,
SearchEngineData::QueryHeap &reverse_heap, SearchEngineData::QueryHeap &reverse_heap,
const PhantomNode &source_phantom, const PhantomNode &source_phantom,
const PhantomNode &target_phantom, const PhantomNode &target_phantom,
EdgeWeight weight_upper_bound) const EdgeWeight weight_upper_bound)
{ {
BOOST_ASSERT(forward_heap.Empty()); BOOST_ASSERT(forward_heap.Empty());
BOOST_ASSERT(reverse_heap.Empty()); BOOST_ASSERT(reverse_heap.Empty());
@ -642,7 +638,7 @@ double BasicRouting<algorithm::CH>::GetNetworkDistance(const FacadeT &facade,
EdgeWeight weight = INVALID_EDGE_WEIGHT; EdgeWeight weight = INVALID_EDGE_WEIGHT;
std::vector<NodeID> packed_path; std::vector<NodeID> packed_path;
Search(facade, search(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
weight, weight,
@ -656,7 +652,7 @@ double BasicRouting<algorithm::CH>::GetNetworkDistance(const FacadeT &facade,
return std::numeric_limits<double>::max(); return std::numeric_limits<double>::max();
} }
return GetPathDistance(facade, packed_path, source_phantom, target_phantom); return getPathDistance(facade, packed_path, source_phantom, target_phantom);
} }
} // namespace routing_algorithms } // namespace routing_algorithms

View File

@ -1,4 +1,9 @@
#include "engine/routing_algorithms/shortest_path.hpp" #include "engine/routing_algorithms/shortest_path.hpp"
#include "engine/routing_algorithms/routing_base.hpp"
#include <boost/assert.hpp>
#include <boost/optional.hpp>
#include <memory>
namespace osrm namespace osrm
{ {
@ -7,9 +12,12 @@ namespace engine
namespace routing_algorithms namespace routing_algorithms
{ {
const static constexpr bool DO_NOT_FORCE_LOOP = false;
using QueryHeap = SearchEngineData::QueryHeap;
// allows a uturn at the target_phantom // allows a uturn at the target_phantom
// searches source forward/reverse -> target forward/reverse // searches source forward/reverse -> target forward/reverse
void ShortestPathRouting<algorithm::CH>::SearchWithUTurn(const FacadeT &facade, void searchWithUTurn(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
QueryHeap &forward_heap, QueryHeap &forward_heap,
QueryHeap &reverse_heap, QueryHeap &reverse_heap,
QueryHeap &forward_core_heap, QueryHeap &forward_core_heap,
@ -23,7 +31,7 @@ void ShortestPathRouting<algorithm::CH>::SearchWithUTurn(const FacadeT &facade,
const int total_weight_to_forward, const int total_weight_to_forward,
const int total_weight_to_reverse, const int total_weight_to_reverse,
int &new_total_weight, int &new_total_weight,
std::vector<NodeID> &leg_packed_path) const std::vector<NodeID> &leg_packed_path)
{ {
forward_heap.Clear(); forward_heap.Clear();
reverse_heap.Clear(); reverse_heap.Clear();
@ -59,17 +67,16 @@ void ShortestPathRouting<algorithm::CH>::SearchWithUTurn(const FacadeT &facade,
auto is_oneway_source = !(search_from_forward_node && search_from_reverse_node); auto is_oneway_source = !(search_from_forward_node && search_from_reverse_node);
auto is_oneway_target = !(search_to_forward_node && search_to_reverse_node); auto is_oneway_target = !(search_to_forward_node && search_to_reverse_node);
// we only enable loops here if we can't search from forward to backward node // we only enable loops here if we can't search from forward to backward node
auto needs_loop_forwad = auto needs_loop_forwad = is_oneway_source && needsLoopForward(source_phantom, target_phantom);
is_oneway_source && super::NeedsLoopForward(source_phantom, target_phantom);
auto needs_loop_backwards = auto needs_loop_backwards =
is_oneway_target && super::NeedsLoopBackwards(source_phantom, target_phantom); is_oneway_target && needsLoopBackwards(source_phantom, target_phantom);
if (facade.GetCoreSize() > 0) if (facade.GetCoreSize() > 0)
{ {
forward_core_heap.Clear(); forward_core_heap.Clear();
reverse_core_heap.Clear(); reverse_core_heap.Clear();
BOOST_ASSERT(forward_core_heap.Size() == 0); BOOST_ASSERT(forward_core_heap.Size() == 0);
BOOST_ASSERT(reverse_core_heap.Size() == 0); BOOST_ASSERT(reverse_core_heap.Size() == 0);
super::SearchWithCore(facade, searchWithCore(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
forward_core_heap, forward_core_heap,
@ -81,7 +88,7 @@ void ShortestPathRouting<algorithm::CH>::SearchWithUTurn(const FacadeT &facade,
} }
else else
{ {
super::Search(facade, search(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
new_total_weight, new_total_weight,
@ -99,7 +106,7 @@ void ShortestPathRouting<algorithm::CH>::SearchWithUTurn(const FacadeT &facade,
// searches shortest path between: // searches shortest path between:
// source forward/reverse -> target forward // source forward/reverse -> target forward
// source forward/reverse -> target reverse // source forward/reverse -> target reverse
void ShortestPathRouting<algorithm::CH>::Search(const FacadeT &facade, void Search(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
QueryHeap &forward_heap, QueryHeap &forward_heap,
QueryHeap &reverse_heap, QueryHeap &reverse_heap,
QueryHeap &forward_core_heap, QueryHeap &forward_core_heap,
@ -115,7 +122,7 @@ void ShortestPathRouting<algorithm::CH>::Search(const FacadeT &facade,
int &new_total_weight_to_forward, int &new_total_weight_to_forward,
int &new_total_weight_to_reverse, int &new_total_weight_to_reverse,
std::vector<NodeID> &leg_packed_path_forward, std::vector<NodeID> &leg_packed_path_forward,
std::vector<NodeID> &leg_packed_path_reverse) const std::vector<NodeID> &leg_packed_path_reverse)
{ {
if (search_to_forward_node) if (search_to_forward_node)
{ {
@ -148,24 +155,24 @@ void ShortestPathRouting<algorithm::CH>::Search(const FacadeT &facade,
reverse_core_heap.Clear(); reverse_core_heap.Clear();
BOOST_ASSERT(forward_core_heap.Size() == 0); BOOST_ASSERT(forward_core_heap.Size() == 0);
BOOST_ASSERT(reverse_core_heap.Size() == 0); BOOST_ASSERT(reverse_core_heap.Size() == 0);
super::SearchWithCore(facade, searchWithCore(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
forward_core_heap, forward_core_heap,
reverse_core_heap, reverse_core_heap,
new_total_weight_to_forward, new_total_weight_to_forward,
leg_packed_path_forward, leg_packed_path_forward,
super::NeedsLoopForward(source_phantom, target_phantom), needsLoopForward(source_phantom, target_phantom),
DO_NOT_FORCE_LOOP); DO_NOT_FORCE_LOOP);
} }
else else
{ {
super::Search(facade, search(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
new_total_weight_to_forward, new_total_weight_to_forward,
leg_packed_path_forward, leg_packed_path_forward,
super::NeedsLoopForward(source_phantom, target_phantom), needsLoopForward(source_phantom, target_phantom),
DO_NOT_FORCE_LOOP); DO_NOT_FORCE_LOOP);
} }
} }
@ -199,7 +206,7 @@ void ShortestPathRouting<algorithm::CH>::Search(const FacadeT &facade,
reverse_core_heap.Clear(); reverse_core_heap.Clear();
BOOST_ASSERT(forward_core_heap.Size() == 0); BOOST_ASSERT(forward_core_heap.Size() == 0);
BOOST_ASSERT(reverse_core_heap.Size() == 0); BOOST_ASSERT(reverse_core_heap.Size() == 0);
super::SearchWithCore(facade, searchWithCore(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
forward_core_heap, forward_core_heap,
@ -207,28 +214,27 @@ void ShortestPathRouting<algorithm::CH>::Search(const FacadeT &facade,
new_total_weight_to_reverse, new_total_weight_to_reverse,
leg_packed_path_reverse, leg_packed_path_reverse,
DO_NOT_FORCE_LOOP, DO_NOT_FORCE_LOOP,
super::NeedsLoopBackwards(source_phantom, target_phantom)); needsLoopBackwards(source_phantom, target_phantom));
} }
else else
{ {
super::Search(facade, search(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
new_total_weight_to_reverse, new_total_weight_to_reverse,
leg_packed_path_reverse, leg_packed_path_reverse,
DO_NOT_FORCE_LOOP, DO_NOT_FORCE_LOOP,
super::NeedsLoopBackwards(source_phantom, target_phantom)); needsLoopBackwards(source_phantom, target_phantom));
} }
} }
} }
void ShortestPathRouting<algorithm::CH>::UnpackLegs( void unpackLegs(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const FacadeT &facade,
const std::vector<PhantomNodes> &phantom_nodes_vector, const std::vector<PhantomNodes> &phantom_nodes_vector,
const std::vector<NodeID> &total_packed_path, const std::vector<NodeID> &total_packed_path,
const std::vector<std::size_t> &packed_leg_begin, const std::vector<std::size_t> &packed_leg_begin,
const int shortest_path_length, const int shortest_path_length,
InternalRouteResult &raw_route_data) const InternalRouteResult &raw_route_data)
{ {
raw_route_data.unpacked_path_segments.resize(packed_leg_begin.size() - 1); raw_route_data.unpacked_path_segments.resize(packed_leg_begin.size() - 1);
@ -239,7 +245,7 @@ void ShortestPathRouting<algorithm::CH>::UnpackLegs(
auto leg_begin = total_packed_path.begin() + packed_leg_begin[current_leg]; auto leg_begin = total_packed_path.begin() + packed_leg_begin[current_leg];
auto leg_end = total_packed_path.begin() + packed_leg_begin[current_leg + 1]; auto leg_end = total_packed_path.begin() + packed_leg_begin[current_leg + 1];
const auto &unpack_phantom_node_pair = phantom_nodes_vector[current_leg]; const auto &unpack_phantom_node_pair = phantom_nodes_vector[current_leg];
super::UnpackPath(facade, unpackPath(facade,
leg_begin, leg_begin,
leg_end, leg_end,
unpack_phantom_node_pair, unpack_phantom_node_pair,
@ -253,12 +259,13 @@ void ShortestPathRouting<algorithm::CH>::UnpackLegs(
} }
} }
void ShortestPathRouting<algorithm::CH>:: InternalRouteResult
operator()(const FacadeT &facade, shortestPathSearch(SearchEngineData &engine_working_data,
const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const std::vector<PhantomNodes> &phantom_nodes_vector, const std::vector<PhantomNodes> &phantom_nodes_vector,
const boost::optional<bool> continue_straight_at_waypoint, const boost::optional<bool> continue_straight_at_waypoint)
InternalRouteResult &raw_route_data) const
{ {
InternalRouteResult raw_route_data;
const bool allow_uturn_at_waypoint = const bool allow_uturn_at_waypoint =
!(continue_straight_at_waypoint ? *continue_straight_at_waypoint !(continue_straight_at_waypoint ? *continue_straight_at_waypoint
: facade.GetContinueStraightDefault()); : facade.GetContinueStraightDefault());
@ -312,7 +319,7 @@ operator()(const FacadeT &facade,
{ {
if (allow_uturn_at_waypoint) if (allow_uturn_at_waypoint)
{ {
SearchWithUTurn(facade, searchWithUTurn(facade,
forward_heap, forward_heap,
reverse_heap, reverse_heap,
forward_core_heap, forward_core_heap,
@ -370,7 +377,7 @@ operator()(const FacadeT &facade,
{ {
raw_route_data.shortest_path_length = INVALID_EDGE_WEIGHT; raw_route_data.shortest_path_length = INVALID_EDGE_WEIGHT;
raw_route_data.alternative_path_length = INVALID_EDGE_WEIGHT; raw_route_data.alternative_path_length = INVALID_EDGE_WEIGHT;
return; return raw_route_data;
} }
// we need to figure out how the new legs connect to the previous ones // we need to figure out how the new legs connect to the previous ones
@ -473,7 +480,7 @@ operator()(const FacadeT &facade,
packed_leg_to_reverse_begin.push_back(total_packed_path_to_reverse.size()); packed_leg_to_reverse_begin.push_back(total_packed_path_to_reverse.size());
BOOST_ASSERT(packed_leg_to_reverse_begin.size() == phantom_nodes_vector.size() + 1); BOOST_ASSERT(packed_leg_to_reverse_begin.size() == phantom_nodes_vector.size() + 1);
UnpackLegs(facade, unpackLegs(facade,
phantom_nodes_vector, phantom_nodes_vector,
total_packed_path_to_reverse, total_packed_path_to_reverse,
packed_leg_to_reverse_begin, packed_leg_to_reverse_begin,
@ -486,13 +493,15 @@ operator()(const FacadeT &facade,
packed_leg_to_forward_begin.push_back(total_packed_path_to_forward.size()); packed_leg_to_forward_begin.push_back(total_packed_path_to_forward.size());
BOOST_ASSERT(packed_leg_to_forward_begin.size() == phantom_nodes_vector.size() + 1); BOOST_ASSERT(packed_leg_to_forward_begin.size() == phantom_nodes_vector.size() + 1);
UnpackLegs(facade, unpackLegs(facade,
phantom_nodes_vector, phantom_nodes_vector,
total_packed_path_to_forward, total_packed_path_to_forward,
packed_leg_to_forward_begin, packed_leg_to_forward_begin,
total_weight_to_forward, total_weight_to_forward,
raw_route_data); raw_route_data);
} }
return raw_route_data;
} }
} // namespace routing_algorithms } // namespace routing_algorithms

View File

@ -7,10 +7,10 @@ namespace engine
namespace routing_algorithms namespace routing_algorithms
{ {
std::vector<TurnData> TileTurns<algorithm::CH>:: std::vector<TurnData>
operator()(const FacadeT &facade, getTileTurns(const datafacade::ContiguousInternalMemoryDataFacade<algorithm::CH> &facade,
const std::vector<RTreeLeaf> &edges, const std::vector<RTreeLeaf> &edges,
const std::vector<std::size_t> &sorted_edge_indexes) const const std::vector<std::size_t> &sorted_edge_indexes)
{ {
std::vector<TurnData> all_turn_data; std::vector<TurnData> all_turn_data;