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Reference Guide
TDataPoint.icc
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1 // @(#)root/mathcore:$Id: IFunction.h 24537 2008-06-25 11:01:23Z moneta $
2 // Authors: C. Gumpert 09/2011
3 /**********************************************************************
4  * *
5  * Copyright (c) 2011 , LCG ROOT MathLib Team *
6  * *
7  * *
8  **********************************************************************/
9 //
10 // Implementation of template functions for TDataPoint class
11 //
12 
13 
14 #ifndef ROOT_TDataPoint_ICC
15 #define ROOT_TDataPoint_ICC
16 
17 #ifndef ROOT_Math_TDataPoint
18 #error "Do not use TDataPoint.icc directly. #include \"TDataPoint.h\" instead."
19 #endif // ROOT_Math_TDataPoint
20 
21 #include <cassert>
22 #include <math.h>
23 
24 namespace ROOT
25 {
26 namespace Math
27 {
28 
29 
30 //______________________________________________________________________________
31 // Begin_Html
32 // <center><h2>TDataPoint - class representing a data point</h2></center>
33 //
34 // This class can be used for describing data points in a high-dimensional space.
35 // The (positive) dimension is specified by the first template parameter. The second
36 // template paramter can be used to tweak the precision of the stored coordinates. By
37 // default all coordinates are stored with 4 byte float precision. In addition to the
38 // coordinates a weight can be assigned to each data point allowing the representation
39 // of fields in high dimensions.
40 // Basic functionality for accessing/modifying the coordinates/weight are provided
41 // as well as a comparison method and the basic euclidian metric.
42 // End_Html
43 
44 //______________________________________________________________________________
45 template<unsigned int K,typename _val_type>
47  m_fWeight(1)
48 {
49  //standard constructor
50  //
51  //sets the weight to 1 and initialises all coordinates with 0
52 
53  // at least one dimension
54  assert(kDimension > 0);
55 
56  for(UInt_t k = 0; k < K; ++k)
57  m_vCoordinates[k] = 0;
58 }
59 
60 #ifndef __MAKECINT__
61 //______________________________________________________________________________
62 template<unsigned int K,typename _val_type>
63 template<typename _coord_type>
64 TDataPoint<K,_val_type>::TDataPoint(const _coord_type* pData,_val_type fWeight):
65  m_fWeight(fWeight)
66 {
67  //constructor initialising the data point from an array
68  //
69  //Input: pData - arrray with kDimension coordinates
70  // fWeight - weight (default = 1)
71 
72  // at least one dimension
73  assert(kDimension > 0);
74  // fill coordinates
75  for(unsigned int i = 0; i < kDimension; ++i)
76  m_vCoordinates[i] = pData[i];
77 }
78 
79 //______________________________________________________________________________
80 template<unsigned int K,typename _val_type>
81 template<typename _val>
83 {
84  //euclidian distance
85  //
86  //returns the euclidian distance to the given data point
87  //
88  //Input: rPoint - data point of same dimensionality
89 
90  _val_type fDist2 = 0;
91  for(unsigned int i = 0; i < kDimension; ++i)
92  fDist2 += pow(GetCoordinate(i) - rPoint.GetCoordinate(i),2);
93 
94  return sqrt(fDist2);
95 }
96 #endif
97 
98 //______________________________________________________________________________
99 template<unsigned int K,typename _val_type>
100 inline _val_type TDataPoint<K,_val_type>::GetCoordinate(unsigned int iAxis) const
101 {
102  //returns the coordinate at the given axis
103  //
104  //Input: iAxis - axis in the range of [0...kDimension-1]
105 
106  assert(iAxis < kDimension);
107  return m_vCoordinates[iAxis];
108 }
109 
110 //______________________________________________________________________________
111 template<unsigned int K,typename _val_type>
112 inline void TDataPoint<K,_val_type>::SetCoordinate(unsigned int iAxis,_val_type fValue)
113 {
114  //sets the coordinate along one axis
115  //
116  //Input: iAxis - axis in the range of [0...kDimension-1]
117  // fValue - new coordinate
118 
119  assert(iAxis < kDimension);
120  m_vCoordinates[iAxis] = fValue;
121 }
122 
123 //______________________________________________________________________________
124 template<unsigned int K,typename _val_type>
125 inline Bool_t TDataPoint<K,_val_type>::Less(TDataPoint<K,_val_type>& rPoint,unsigned int iAxis) const
126 {
127  //compares two points at a given axis
128  //
129  // returns: this_point.at(iAxis) < rPoint.at(iAxis)
130  //
131  //Input: rPoint - second point to compare to (of same dimensionality)
132  // iAxis - axis in the range of [0...kDimension-1]
133 
134  assert(iAxis < kDimension);
135  return (m_vCoordinates[iAxis] < rPoint.GetCoordinate(iAxis));
136 }
137 
138 }//namespace Math
139 }//namespace ROOT
140 
141 
142 #endif //ROOT_TDataPoint_ICC
Bool_t Less(TDataPoint &rPoint, unsigned int iAxis) const
Definition: TDataPoint.icc:125
Namespace for new ROOT classes and functions.
Definition: StringConv.hxx:21
bool Bool_t
Definition: RtypesCore.h:59
VecExpr< UnaryOp< Sqrt< T >, VecExpr< A, T, D >, T >, T, D > sqrt(const VecExpr< A, T, D > &rhs)
double pow(double, double)
value_type m_fWeight
Definition: TDataPoint.h:53
value_type GetCoordinate(unsigned int iAxis) const
Definition: TDataPoint.icc:100
void SetCoordinate(unsigned int iAxis, _val_type fValue)
Definition: TDataPoint.icc:112
static const uint32_t K[64]
Definition: RSha256.hxx:148
PyObject * fValue
unsigned int UInt_t
Definition: RtypesCore.h:42
Namespace for new Math classes and functions.
value_type m_vCoordinates[K]
Definition: TDataPoint.h:52
value_type Distance(const TDataPoint< K, _val > &rPoint) const