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THn.h
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1// @(#)root/hist:$Id$
2// Author: Axel Naumann, Nov 2011
3
4/*************************************************************************
5 * Copyright (C) 1995-2012, Rene Brun and Fons Rademakers. *
6 * All rights reserved. *
7 * *
8 * For the licensing terms see $ROOTSYS/LICENSE. *
9 * For the list of contributors see $ROOTSYS/README/CREDITS. *
10 *************************************************************************/
11
12#ifndef ROOT_THN
13#define ROOT_THN
14
15#include "THnBase.h"
16
17#include "TNDArray.h"
18
19#include "TArrayD.h"
20
21#include "TObjArray.h"
22
23#include "TAxis.h"
24
25#include "TMath.h"
26
27class TH1;
28class TH1D;
29class TH2D;
30class TH3D;
31class THnSparse;
32class TF1;
33
34
35
36class THn: public THnBase {
37private:
38 THn(const THn&); // Not implemented
39 THn& operator=(const THn&); // Not implemented
40
41protected:
42 void AllocCoordBuf() const;
43 void InitStorage(Int_t* nbins, Int_t chunkSize);
44
45 THn(): fCoordBuf() {}
46 THn(const char* name, const char* title, Int_t dim, const Int_t* nbins,
47 const Double_t* xmin, const Double_t* xmax);
48
49public:
50 virtual ~THn();
51
52 static THn* CreateHn(const char* name, const char* title, const TH1* h1) {
53 return (THn*) CreateHnAny(name, title, h1, kFALSE /*THn*/, -1);
54 }
55 static THn* CreateHn(const char* name, const char* title, const THnBase* hn) {
56 return (THn*) CreateHnAny(name, title, hn, kFALSE /*THn*/, -1);
57 }
58
59 ROOT::Internal::THnBaseBinIter* CreateIter(Bool_t respectAxisRange) const;
60 Long64_t GetNbins() const { return GetArray().GetNbins(); }
61
62 Long64_t GetBin(const Int_t* idx) const {
63 return GetArray().GetBin(idx);
64 }
65 Long64_t GetBin(const Double_t* x) const {
67 for (Int_t d = 0; d < fNdimensions; ++d) {
69 }
70 return GetArray().GetBin(fCoordBuf);
71 }
72 Long64_t GetBin(const char* name[]) const {
74 for (Int_t d = 0; d < fNdimensions; ++d) {
76 }
77 return GetArray().GetBin(fCoordBuf);
78 }
79
80 Long64_t GetBin(const Int_t* idx, Bool_t /*allocate*/ = kTRUE) {
81 return const_cast<const THn*>(this)->GetBin(idx);
82 }
83 Long64_t GetBin(const Double_t* x, Bool_t /*allocate*/ = kTRUE) {
84 return const_cast<const THn*>(this)->GetBin(x);
85 }
86 Long64_t GetBin(const char* name[], Bool_t /*allocate*/ = kTRUE) {
87 return const_cast<const THn*>(this)->GetBin(name);
88 }
89
90 void FillBin(Long64_t bin, Double_t w) {
91 // Increment the bin content of "bin" by "w",
92 // return the bin index.
93 GetArray().AddAt(bin, w);
94 if (GetCalculateErrors()) {
95 fSumw2.AddAt(bin, w * w);
96 }
97 FillBinBase(w);
98 }
99
100 void SetBinContent(const Int_t* idx, Double_t v) {
101 // Forwards to THnBase::SetBinContent().
102 // Non-virtual, CINT-compatible replacement of a using declaration.
104 }
106 GetArray().SetAsDouble(bin, v);
107 }
109 if (!GetCalculateErrors()) Sumw2();
110 fSumw2.At(bin) = e2;
111 }
112 void AddBinContent(const Int_t* idx, Double_t v = 1.) {
113 // Forwards to THnBase::SetBinContent().
114 // Non-virtual, CINT-compatible replacement of a using declaration.
116 }
118 GetArray().AddAt(bin, v);
119 }
121 fSumw2.At(bin) += e2;
122 }
123 Double_t GetBinContent(const Int_t *idx) const {
124 // Forwards to THnBase::GetBinContent() overload.
125 // Non-virtual, CINT-compatible replacement of a using declaration.
126 return THnBase::GetBinContent(idx);
127 }
128 Double_t GetBinContent(Long64_t bin, Int_t* idx = 0) const {
129 // Get the content of bin, and set its index if idx is != 0.
130 if (idx) {
131 const TNDArray& arr = GetArray();
132 Long64_t prevCellSize = arr.GetNbins();
133 for (Int_t i = 0; i < GetNdimensions(); ++i) {
134 Long64_t cellSize = arr.GetCellSize(i);
135 idx[i] = (bin % prevCellSize) / cellSize;
136 prevCellSize = cellSize;
137 }
138 }
139 return GetArray().AtAsDouble(bin);
140 }
142 return GetCalculateErrors() ? fSumw2.At(linidx) : GetBinContent(linidx);
143 }
144
145 virtual const TNDArray& GetArray() const = 0;
146 virtual TNDArray& GetArray() = 0;
147
148 void Sumw2();
149
150 TH1D* Projection(Int_t xDim, Option_t* option = "") const {
151 // Forwards to THnBase::Projection().
152 // Non-virtual, as a CINT-compatible replacement of a using
153 // declaration.
154 return THnBase::Projection(xDim, option);
155 }
156
158 Option_t* option = "") const {
159 // Forwards to THnBase::Projection().
160 // Non-virtual, as a CINT-compatible replacement of a using
161 // declaration.
162 return THnBase::Projection(yDim, xDim, option);
163 }
164
165 TH3D* Projection(Int_t xDim, Int_t yDim, Int_t zDim,
166 Option_t* option = "") const {
167 // Forwards to THnBase::Projection().
168 // Non-virtual, as a CINT-compatible replacement of a using
169 // declaration.
170 return THnBase::Projection(xDim, yDim, zDim, option);
171 }
172
173 THn* Projection(Int_t ndim, const Int_t* dim,
174 Option_t* option = "") const {
175 return (THn*) ProjectionND(ndim, dim, option);
176 }
177
179 return (THn*) RebinBase(group);
180 }
181 THn* Rebin(const Int_t* group) const {
182 return (THn*) RebinBase(group);
183 }
184
185 void Reset(Option_t* option = "");
186
187protected:
188 TNDArrayT<Double_t> fSumw2; // bin error, lazy allocation happens in TNDArrayT
189 mutable Int_t* fCoordBuf; //! Temporary buffer
190
191 ClassDef(THn, 1); //Base class for multi-dimensional histogram
192};
193
194
195
196//______________________________________________________________________________
197/** \class THnT
198 Templated implementation of the abstract base THn.
199 All functionality and the interfaces to be used are in THn!
200
201 THn does not know how to store any bin content itself. Instead, this
202 is delegated to the derived, templated class: the template parameter decides
203 what the format for the bin content is. The actual storage is delegated to
204 TNDArrayT<T>.
205
206 Typedefs exist for template parematers with ROOT's generic types:
207
208 Templated name | Typedef | Bin content type
209 -----------------|---------------|--------------------
210 THnT<Char_t> | THnC | Char_t
211 THnT<Short_t> | THnS | Short_t
212 THnT<Int_t> | THnI | Int_t
213 THnT<Long_t> | THnL | Long_t
214 THnT<Float_t> | THnF | Float_t
215 THnT<Double_t> | THnD | Double_t
216
217 We recommend to use THnC wherever possible, and to map its value space
218 of 256 possible values to e.g. float values outside the class. This saves an
219 enourmous amount of memory. Only if more than 256 values need to be
220 distinguished should e.g. THnS or even THnF be chosen.
221
222 Implementation detail: the derived, templated class is kept extremely small
223 on purpose. That way the (templated thus inlined) uses of this class will
224 only create a small amount of machine code, in contrast to e.g. STL.
225*/
226
227template <typename T>
228class THnT: public THn {
229public:
230 THnT() {}
231
232 THnT(const char* name, const char* title,
233 Int_t dim, const Int_t* nbins,
234 const Double_t* xmin, const Double_t* xmax):
235 THn(name, title, dim, nbins, xmin, xmax),
236 fArray(dim, nbins, true) {}
237
238 const TNDArray& GetArray() const { return fArray; }
239 TNDArray& GetArray() { return fArray; }
240
241protected:
242 TNDArrayT<T> fArray; // bin content
243 ClassDef(THnT, 1); // multi-dimensional histogram with templated storage
244};
245
253
254#endif // ROOT_THN
#define d(i)
Definition: RSha256.hxx:102
int Int_t
Definition: RtypesCore.h:41
const Bool_t kFALSE
Definition: RtypesCore.h:88
bool Bool_t
Definition: RtypesCore.h:59
double Double_t
Definition: RtypesCore.h:55
long long Long64_t
Definition: RtypesCore.h:69
const Bool_t kTRUE
Definition: RtypesCore.h:87
const char Option_t
Definition: RtypesCore.h:62
#define ClassDef(name, id)
Definition: Rtypes.h:326
char name[80]
Definition: TGX11.cxx:109
float xmin
Definition: THbookFile.cxx:93
float xmax
Definition: THbookFile.cxx:93
THnT< Int_t > THnI
Definition: THn.h:250
THnT< Long_t > THnL
Definition: THn.h:251
THnT< Float_t > THnF
Definition: THn.h:246
THnT< Short_t > THnS
Definition: THn.h:249
THnT< Double_t > THnD
Definition: THn.h:247
THnT< Long64_t > THnL64
Definition: THn.h:252
THnT< Char_t > THnC
Definition: THn.h:248
Iterator over THnBase bins (internal implementation).
Definition: THnBase.h:285
virtual Int_t FindBin(Double_t x)
Find bin number corresponding to abscissa x.
Definition: TAxis.cxx:279
virtual Int_t FindFixBin(Double_t x) const
Find bin number corresponding to abscissa x.
Definition: TAxis.cxx:405
1-Dim function class
Definition: TF1.h:211
1-D histogram with a double per channel (see TH1 documentation)}
Definition: TH1.h:614
The TH1 histogram class.
Definition: TH1.h:56
2-D histogram with a double per channel (see TH1 documentation)}
Definition: TH2.h:292
3-D histogram with a double per channel (see TH1 documentation)}
Definition: TH3.h:304
Multidimensional histogram base.
Definition: THnBase.h:43
void AddBinContent(const Int_t *x, Double_t v=1.)
Definition: THnBase.h:164
TH1D * Projection(Int_t xDim, Option_t *option="") const
Project all bins into a 1-dimensional histogram, keeping only axis "xDim".
Definition: THnBase.h:197
Int_t GetNdimensions() const
Definition: THnBase.h:135
static THnBase * CreateHnAny(const char *name, const char *title, const TH1 *h1, Bool_t sparse, Int_t chunkSize=1024 *16)
Create a THn / THnSparse object from a histogram deriving from TH1.
Definition: THnBase.cxx:197
THnBase * RebinBase(Int_t group) const
Combine the content of "group" neighboring bins into a new bin and return the resulting THnBase.
Definition: THnBase.cxx:1057
THnBase * ProjectionND(Int_t ndim, const Int_t *dim, Option_t *option="") const
Definition: THnBase.h:228
Bool_t GetCalculateErrors() const
Definition: THnBase.h:136
Double_t GetBinContent(const Int_t *idx) const
Definition: THnBase.h:168
void SetBinContent(const Int_t *idx, Double_t v)
Definition: THnBase.h:178
TAxis * GetAxis(Int_t dim) const
Definition: THnBase.h:125
Int_t fNdimensions
Definition: THnBase.h:45
void FillBinBase(Double_t w)
Increment the statistics due to filled weight "w",.
Definition: THnBase.h:84
Efficient multidimensional histogram.
Definition: THnSparse.h:36
Templated implementation of the abstract base THn.
Definition: THn.h:228
const TNDArray & GetArray() const
Definition: THn.h:238
TNDArrayT< T > fArray
Definition: THn.h:242
THnT()
Definition: THn.h:230
THnT(const char *name, const char *title, Int_t dim, const Int_t *nbins, const Double_t *xmin, const Double_t *xmax)
Definition: THn.h:232
TNDArray & GetArray()
Definition: THn.h:239
Multidimensional histogram.
Definition: THn.h:36
THn()
Definition: THn.h:45
void AllocCoordBuf() const
Create the coordinate buffer.
Definition: THn.cxx:229
void FillBin(Long64_t bin, Double_t w)
Definition: THn.h:90
Double_t GetBinError2(Long64_t linidx) const
Definition: THn.h:141
TH1D * Projection(Int_t xDim, Option_t *option="") const
Definition: THn.h:150
THn(const THn &)
void AddBinContent(const Int_t *idx, Double_t v=1.)
Definition: THn.h:112
void InitStorage(Int_t *nbins, Int_t chunkSize)
Initialize the storage of a histogram created via Init()
Definition: THn.cxx:237
static THn * CreateHn(const char *name, const char *title, const TH1 *h1)
Definition: THn.h:52
void AddBinContent(Long64_t bin, Double_t v=1.)
Definition: THn.h:117
THn * Rebin(Int_t group) const
Definition: THn.h:178
Double_t GetBinContent(const Int_t *idx) const
Definition: THn.h:123
Long64_t GetBin(const Int_t *idx) const
Definition: THn.h:62
Long64_t GetBin(const char *name[], Bool_t=kTRUE)
Definition: THn.h:86
void SetBinContent(Long64_t bin, Double_t v)
Definition: THn.h:105
Long64_t GetBin(const char *name[]) const
Definition: THn.h:72
Int_t * fCoordBuf
Definition: THn.h:189
TH2D * Projection(Int_t yDim, Int_t xDim, Option_t *option="") const
Definition: THn.h:157
THn * Rebin(const Int_t *group) const
Definition: THn.h:181
virtual ~THn()
Destruct a THn.
Definition: THn.cxx:195
static THn * CreateHn(const char *name, const char *title, const THnBase *hn)
Definition: THn.h:55
Long64_t GetBin(const Int_t *idx, Bool_t=kTRUE)
Definition: THn.h:80
TNDArrayT< Double_t > fSumw2
Definition: THn.h:188
void SetBinContent(const Int_t *idx, Double_t v)
Definition: THn.h:100
Double_t GetBinContent(Long64_t bin, Int_t *idx=0) const
Definition: THn.h:128
THn & operator=(const THn &)
void Reset(Option_t *option="")
Reset the contents of a THn.
Definition: THn.cxx:247
Long64_t GetBin(const Double_t *x, Bool_t=kTRUE)
Definition: THn.h:83
Long64_t GetNbins() const
Definition: THn.h:60
TH3D * Projection(Int_t xDim, Int_t yDim, Int_t zDim, Option_t *option="") const
Definition: THn.h:165
void AddBinError2(Long64_t bin, Double_t e2)
Definition: THn.h:120
virtual TNDArray & GetArray()=0
void Sumw2()
Enable calculation of errors.
Definition: THn.cxx:213
virtual const TNDArray & GetArray() const =0
Long64_t GetBin(const Double_t *x) const
Definition: THn.h:65
THn * Projection(Int_t ndim, const Int_t *dim, Option_t *option="") const
Definition: THn.h:173
ROOT::Internal::THnBaseBinIter * CreateIter(Bool_t respectAxisRange) const
Create an iterator over all bins. Public interface is THnIter.
Definition: THn.cxx:204
void SetBinError2(Long64_t bin, Double_t e2)
Definition: THn.h:108
void AddAt(ULong64_t linidx, Double_t value)
Definition: TNDArray.h:182
T At(const Int_t *idx) const
Definition: TNDArray.h:159
virtual void AddAt(ULong64_t linidx, Double_t value)=0
virtual Double_t AtAsDouble(ULong64_t linidx) const =0
Long64_t GetNbins() const
Definition: TNDArray.h:72
Long64_t GetCellSize(Int_t dim) const
Definition: TNDArray.h:73
Long64_t GetBin(const Int_t *idx) const
Definition: TNDArray.h:75
virtual void SetAsDouble(ULong64_t linidx, Double_t value)=0
Double_t x[n]
Definition: legend1.C:17
TH1F * h1
Definition: legend1.C:5