LSSTApplications  1.1.2+25,10.0+13,10.0+132,10.0+133,10.0+224,10.0+41,10.0+8,10.0-1-g0f53050+14,10.0-1-g4b7b172+19,10.0-1-g61a5bae+98,10.0-1-g7408a83+3,10.0-1-gc1e0f5a+19,10.0-1-gdb4482e+14,10.0-11-g3947115+2,10.0-12-g8719d8b+2,10.0-15-ga3f480f+1,10.0-2-g4f67435,10.0-2-gcb4bc6c+26,10.0-28-gf7f57a9+1,10.0-3-g1bbe32c+14,10.0-3-g5b46d21,10.0-4-g027f45f+5,10.0-4-g86f66b5+2,10.0-4-gc4fccf3+24,10.0-40-g4349866+2,10.0-5-g766159b,10.0-5-gca2295e+25,10.0-6-g462a451+1
LSSTDataManagementBasePackage
Optics.h
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1 // -*- lsst-c++ -*-
2 
3 /*
4  * LSST Data Management System
5  * Copyright 2008, 2009, 2010 LSST Corporation.
6  *
7  * This product includes software developed by the
8  * LSST Project (http://www.lsst.org/).
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24 
38 #ifndef LSST_AP_CLUSTER_DETAIL_OPTICS_H
39 #define LSST_AP_CLUSTER_DETAIL_OPTICS_H
40 
41 #include <vector>
42 
43 #include "boost/scoped_array.hpp"
44 #include "boost/scoped_ptr.hpp"
45 #include "boost/shared_ptr.hpp"
46 
47 #include "lsst/pex/logging/Log.h"
48 
49 #include "KDTree.h"
50 #include "SeedList.h"
51 
52 
53 namespace lsst { namespace ap { namespace cluster { namespace detail {
54 
59 template <int K, typename RecordT>
60 class Optics {
61 public:
62  Optics(Point<K, boost::shared_ptr<RecordT> > * points,
63  int numPoints,
64  int minNeighbors,
65  double epsilon,
66  double leafExtentThreshold,
67  int pointsPerLeaf);
68  ~Optics();
69 
70  template <typename MetricT>
71  void run(boost::shared_ptr<typename RecordT::Table> table,
72  std::vector<typename RecordT::Catalog> & clusters,
73  MetricT const & metric);
74 
75 private:
76  typedef boost::shared_ptr<RecordT> DataT;
77 
79  boost::scoped_ptr<KDTree<K, DataT> > _tree;
80  boost::scoped_ptr<SeedList<K, DataT> > _seeds;
81  boost::scoped_array<double> _distances;
82  double _epsilon;
85  bool _ran;
87 
88  template <typename MetricT>
89  void expandClusterOrder(int i, MetricT const & metric);
90 };
91 
92 }}}} // namespace lsst:ap::cluster::detail
93 
94 #endif // LSST_AP_CLUSTER_DETAIL_OPTICS_H
Optics(Point< K, boost::shared_ptr< RecordT > > *points, int numPoints, int minNeighbors, double epsilon, double leafExtentThreshold, int pointsPerLeaf)
Definition: Optics.cc:52
Class that maintains the OPTICS seed list.
Low-level k-d tree class used by the OPTICS implementation.
std::vector< SourceCatalog > const cluster(SourceCatalog const &sources, ClusteringControl const &control)
Definition: clustering.cc:578
lsst::pex::logging::Log _log
Definition: Optics.h:86
a place to record messages and descriptions of the state of processing.
Definition: Log.h:154
boost::scoped_array< double > _distances
Definition: Optics.h:81
void run(boost::shared_ptr< typename RecordT::Table > table, std::vector< typename RecordT::Catalog > &clusters, MetricT const &metric)
Definition: Optics.cc:112
boost::scoped_ptr< KDTree< K, DataT > > _tree
Definition: Optics.h:79
void expandClusterOrder(int i, MetricT const &metric)
Definition: Optics.cc:163
boost::shared_ptr< RecordT > DataT
Definition: Optics.h:76
boost::scoped_ptr< SeedList< K, DataT > > _seeds
Definition: Optics.h:80
Point< K, DataT > * _points
Definition: Optics.h:78