Geant4 Cross Reference

Cross-Referencing   Geant4
Geant4/processes/electromagnetic/pii/src/G4DataSet.cc

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Diff markup

Differences between /processes/electromagnetic/pii/src/G4DataSet.cc (Version 11.3.0) and /processes/electromagnetic/pii/src/G4DataSet.cc (Version 11.2.2)


  1 //                                                  1 //
  2 // *******************************************      2 // ********************************************************************
  3 // * License and Disclaimer                         3 // * License and Disclaimer                                           *
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  6 // * the Geant4 Collaboration.  It is provided      6 // * the Geant4 Collaboration.  It is provided  under  the terms  and *
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  8 // * LICENSE and available at  http://cern.ch/      8 // * LICENSE and available at  http://cern.ch/geant4/license .  These *
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 13 // * work  make  any representation or  warran     13 // * work  make  any representation or  warranty, express or implied, *
 14 // * regarding  this  software system or assum     14 // * regarding  this  software system or assume any liability for its *
 15 // * use.  Please see the license in the file      15 // * use.  Please see the license in the file  LICENSE  and URL above *
 16 // * for the full disclaimer and the limitatio     16 // * for the full disclaimer and the limitation of liability.         *
 17 // *                                               17 // *                                                                  *
 18 // * This  code  implementation is the result      18 // * This  code  implementation is the result of  the  scientific and *
 19 // * technical work of the GEANT4 collaboratio     19 // * technical work of the GEANT4 collaboration.                      *
 20 // * By using,  copying,  modifying or  distri     20 // * By using,  copying,  modifying or  distributing the software (or *
 21 // * any work based  on the software)  you  ag     21 // * any work based  on the software)  you  agree  to acknowledge its *
 22 // * use  in  resulting  scientific  publicati     22 // * use  in  resulting  scientific  publications,  and indicate your *
 23 // * acceptance of all terms of the Geant4 Sof     23 // * acceptance of all terms of the Geant4 Software license.          *
 24 // *******************************************     24 // ********************************************************************
 25 //                                                 25 //
 26 //                                                 26 //
 27 //                                                 27 //
 28 // Author: Maria Grazia Pia (Maria.Grazia.Pia@     28 // Author: Maria Grazia Pia (Maria.Grazia.Pia@cern.ch)
 29 //                                                 29 //
 30 // History:                                        30 // History:
 31 // -----------                                     31 // -----------
 32 // 31 Jul 2001   MGP        Created                32 // 31 Jul 2001   MGP        Created
 33 // 31 Jul 2008   MGP        Revised and rename     33 // 31 Jul 2008   MGP        Revised and renamed to G4DataSet
 34 //                                                 34 //
 35 // -------------------------------------------     35 // -------------------------------------------------------------------
 36                                                    36 
 37 #include "G4DataSet.hh"                            37 #include "G4DataSet.hh"
 38 #include "G4IInterpolator.hh"                      38 #include "G4IInterpolator.hh"
 39 #include <fstream>                                 39 #include <fstream>
 40 #include <sstream>                                 40 #include <sstream>
 41 #include "G4Integrator.hh"                         41 #include "G4Integrator.hh"
 42 #include "Randomize.hh"                            42 #include "Randomize.hh"
 43 #include "G4LinInterpolation.hh"                   43 #include "G4LinInterpolation.hh"
 44                                                    44 
 45                                                    45 
 46 G4DataSet::G4DataSet(G4int Z,                      46 G4DataSet::G4DataSet(G4int Z, 
 47          G4IInterpolator* algo,                    47          G4IInterpolator* algo, 
 48          G4double xUnit,                           48          G4double xUnit, 
 49          G4double yUnit,                           49          G4double yUnit,
 50          G4bool random):                           50          G4bool random): 
 51   z(Z),                                            51   z(Z),
 52   energies(0),                                     52   energies(0),
 53   data(0),                                         53   data(0),
 54   algorithm(algo),                                 54   algorithm(algo),
 55   unitEnergies(xUnit),                             55   unitEnergies(xUnit),
 56   unitData(yUnit),                                 56   unitData(yUnit),
 57   pdf(0),                                          57   pdf(0),
 58   randomSet(random)                                58   randomSet(random)
 59 {                                                  59 {
 60   if (algorithm == 0) G4Exception("G4DataSet::     60   if (algorithm == 0) G4Exception("G4DataSet::G4DataSet",
 61           "pii00000101",                           61           "pii00000101",
 62           FatalException,                          62           FatalException,
 63           "Interpolation == 0");                   63           "Interpolation == 0");
 64   if (randomSet) BuildPdf();                       64   if (randomSet) BuildPdf();
 65 }                                                  65 }
 66                                                    66 
 67 G4DataSet::G4DataSet(G4int argZ,                   67 G4DataSet::G4DataSet(G4int argZ, 
 68          G4DataVector* dataX,                      68          G4DataVector* dataX, 
 69          G4DataVector* dataY,                      69          G4DataVector* dataY, 
 70          G4IInterpolator* algo,                    70          G4IInterpolator* algo, 
 71          G4double xUnit,                           71          G4double xUnit, 
 72          G4double yUnit,                           72          G4double yUnit,
 73          G4bool random):                           73          G4bool random):
 74   z(argZ),                                         74   z(argZ),
 75   energies(dataX),                                 75   energies(dataX),
 76   data(dataY),                                     76   data(dataY),
 77   algorithm(algo),                                 77   algorithm(algo),
 78   unitEnergies(xUnit),                             78   unitEnergies(xUnit),
 79   unitData(yUnit),                                 79   unitData(yUnit),
 80   pdf(0),                                          80   pdf(0),
 81   randomSet(random)                                81   randomSet(random)
 82 {                                                  82 {
 83   if (algorithm == 0) G4Exception("G4DataSet::     83   if (algorithm == 0) G4Exception("G4DataSet::G4DataSet",
 84           "pii00000110",                           84           "pii00000110",
 85           FatalException,                          85           FatalException,
 86           "Interpolation == 0");                   86           "Interpolation == 0");
 87                                                    87 
 88   if ((energies == 0) ^ (data == 0))               88   if ((energies == 0) ^ (data == 0))
 89     G4Exception("G4DataSet::G4DataSet",            89     G4Exception("G4DataSet::G4DataSet",
 90     "pii00000111-",                                90     "pii00000111-",
 91     FatalException,                                91     FatalException,  
 92     "different size for energies and data (zer     92     "different size for energies and data (zero case)");
 93                                                    93 
 94   if (energies == 0) return;                       94   if (energies == 0) return;
 95                                                    95   
 96   if (energies->size() != data->size())            96   if (energies->size() != data->size()) 
 97     G4Exception("G4DataSet::G4DataSet",            97     G4Exception("G4DataSet::G4DataSet",
 98     "pii00000112",                                 98     "pii00000112",
 99     FatalException,                                99     FatalException, 
100     "different size for energies and data");      100     "different size for energies and data");
101                                                   101 
102   if (randomSet) BuildPdf();                      102   if (randomSet) BuildPdf();
103 }                                                 103 }
104                                                   104 
105 G4DataSet::~G4DataSet()                           105 G4DataSet::~G4DataSet()
106 {                                                 106 { 
107   delete algorithm;                               107   delete algorithm;
108   if (energies) delete energies;                  108   if (energies) delete energies;
109   if (data) delete data;                          109   if (data) delete data;
110   if (pdf) delete pdf;                            110   if (pdf) delete pdf;
111 }                                                 111 }
112                                                   112 
113 G4double G4DataSet::FindValue(G4double energy,    113 G4double G4DataSet::FindValue(G4double energy, G4int /* componentId */) const
114 {                                                 114 {
115   if (!energies) G4Exception("G4DataSet::FindV    115   if (!energies) G4Exception("G4DataSet::FindValue",
116            "pii00000120",                         116            "pii00000120",
117            FatalException,                        117            FatalException,  
118            "energies == 0");                      118            "energies == 0");
119   if (energies->empty()) return 0;                119   if (energies->empty()) return 0;
120   if (energy <= (*energies)[0]) return (*data)    120   if (energy <= (*energies)[0]) return (*data)[0];
121                                                   121 
122   std::size_t i = energies->size()-1;             122   std::size_t i = energies->size()-1;
123   if (energy >= (*energies)[i]) return (*data)    123   if (energy >= (*energies)[i]) return (*data)[i];
124                                                   124 
125   G4double interpolated = algorithm->Calculate    125   G4double interpolated = algorithm->Calculate(energy,(G4int)FindLowerBound(energy),*energies,*data);
126   return interpolated;                            126   return interpolated;
127 }                                                 127 }
128                                                   128 
129                                                   129 
130 void G4DataSet::PrintData(void) const             130 void G4DataSet::PrintData(void) const
131 {                                                 131 {
132   if (!energies)                                  132   if (!energies)
133     {                                             133     {
134       G4cout << "Data not available." << G4end    134       G4cout << "Data not available." << G4endl;
135     }                                             135     }
136   else                                            136   else
137     {                                             137     {
138       std::size_t size = energies->size();        138       std::size_t size = energies->size();
139       for (std::size_t i(0); i<size; i++)         139       for (std::size_t i(0); i<size; i++)
140   {                                               140   {
141     G4cout << "Point: " << ((*energies)[i]/uni    141     G4cout << "Point: " << ((*energies)[i]/unitEnergies)
142      << " - Data value: " << ((*data)[i]/unitD    142      << " - Data value: " << ((*data)[i]/unitData);
143     if (pdf != 0) G4cout << " - PDF : " << (*p    143     if (pdf != 0) G4cout << " - PDF : " << (*pdf)[i];
144     G4cout << G4endl;                             144     G4cout << G4endl; 
145   }                                               145   }
146     }                                             146     }
147 }                                                 147 }
148                                                   148 
149                                                   149 
150 void G4DataSet::SetEnergiesData(G4DataVector*     150 void G4DataSet::SetEnergiesData(G4DataVector* dataX, 
151         G4DataVector* dataY,                      151         G4DataVector* dataY, 
152         G4int /* componentId */)                  152         G4int /* componentId */)
153 {                                                 153 {
154   if (energies) delete energies;                  154   if (energies) delete energies;
155   energies = dataX;                               155   energies = dataX;
156                                                   156 
157   if (data) delete data;                          157   if (data) delete data;
158   data = dataY;                                   158   data = dataY;
159                                                   159  
160   if ((energies == 0) ^ (data==0))                160   if ((energies == 0) ^ (data==0)) 
161     G4Exception("G4DataSet::SetEnergiesData",     161     G4Exception("G4DataSet::SetEnergiesData",
162     "pii00000130",                                162     "pii00000130",
163     FatalException,                               163     FatalException, 
164     "different size for energies and data (zer    164     "different size for energies and data (zero case)");
165                                                   165 
166   if (energies == 0) return;                      166   if (energies == 0) return;
167                                                   167   
168   if (energies->size() != data->size())           168   if (energies->size() != data->size()) 
169     G4Exception("G4DataSet::SetEnergiesData",     169     G4Exception("G4DataSet::SetEnergiesData",
170     "pii00000131",                                170     "pii00000131",
171     FatalException,                               171     FatalException, 
172     "different size for energies and data");      172     "different size for energies and data");
173 }                                                 173 }
174                                                   174 
175 G4bool G4DataSet::LoadData(const G4String& fil    175 G4bool G4DataSet::LoadData(const G4String& fileName)
176 {                                                 176 {
177   // The file is organized into two columns:      177   // The file is organized into two columns:
178   // 1st column is the energy                     178   // 1st column is the energy
179   // 2nd column is the corresponding value        179   // 2nd column is the corresponding value
180   // The file terminates with the pattern: -1     180   // The file terminates with the pattern: -1   -1
181   //                                       -2     181   //                                       -2   -2
182                                                   182  
183   G4String fullFileName(FullFileName(fileName)    183   G4String fullFileName(FullFileName(fileName));
184   std::ifstream in(fullFileName);                 184   std::ifstream in(fullFileName);
185                                                   185 
186   if (!in.is_open())                              186   if (!in.is_open())
187     {                                             187     {
188                                                   188 
189       std::ostringstream message;                 189       std::ostringstream message;
190       message << "G4DataSet::LoadData - data f    190       message << "G4DataSet::LoadData - data file " << fullFileName << " not found";
191                                                   191 
192       G4Exception("G4CompositeDataSet::LoadDat    192       G4Exception("G4CompositeDataSet::LoadData",
193       "pii00000140",                              193       "pii00000140",
194       FatalException,                             194       FatalException,
195       message.str().c_str());                     195       message.str().c_str());
196     }                                             196     }
197                                                   197 
198   G4DataVector* argEnergies=new G4DataVector;     198   G4DataVector* argEnergies=new G4DataVector;
199   G4DataVector* argData=new G4DataVector;         199   G4DataVector* argData=new G4DataVector;
200                                                   200 
201   G4double a;                                     201   G4double a;
202   bool energyColumn(true);                        202   bool energyColumn(true);
203                                                   203 
204   do                                              204   do
205     {                                             205     {
206       in >> a;                                    206       in >> a;
207                                                   207   
208       if (a!=-1 && a!=-2)                         208       if (a!=-1 && a!=-2)
209   {                                               209   {
210     if (energyColumn)                             210     if (energyColumn)
211       {                                           211       {
212         // std::cout << fullFileName << ", a =    212         // std::cout << fullFileName << ", a = " << a <<std::endl;
213         argEnergies->push_back(a*unitEnergies)    213         argEnergies->push_back(a*unitEnergies);
214       }                                           214       }
215     else                                          215     else
216       argData->push_back(a*unitData);             216       argData->push_back(a*unitData);
217     energyColumn=(!energyColumn);                 217     energyColumn=(!energyColumn);
218   }                                               218   }
219     }                                             219     }
220   while (a != -2);                                220   while (a != -2);
221                                                   221  
222   SetEnergiesData(argEnergies, argData, 0);       222   SetEnergiesData(argEnergies, argData, 0);
223   if (randomSet) BuildPdf();                      223   if (randomSet) BuildPdf();
224                                                   224  
225   return true;                                    225   return true;
226 }                                                 226 }
227                                                   227 
228 G4bool G4DataSet::SaveData(const G4String& nam    228 G4bool G4DataSet::SaveData(const G4String& name) const
229 {                                                 229 {
230   // The file is organized into two columns:      230   // The file is organized into two columns:
231   // 1st column is the energy                     231   // 1st column is the energy
232   // 2nd column is the corresponding value        232   // 2nd column is the corresponding value
233   // The file terminates with the pattern: -1     233   // The file terminates with the pattern: -1   -1
234   //                                       -2     234   //                                       -2   -2
235                                                   235  
236   G4String fullFileName(FullFileName(name));      236   G4String fullFileName(FullFileName(name));
237   std::ofstream out(fullFileName);                237   std::ofstream out(fullFileName);
238                                                   238 
239   if (!out.is_open())                             239   if (!out.is_open())
240     {                                             240     {
241                                                   241  
242       std::ostringstream message;                 242       std::ostringstream message;
243       message << "G4DataSet:: SaveData - canno    243       message << "G4DataSet:: SaveData - cannot open " << fullFileName;
244                                                   244 
245       G4Exception("G4CompositeDataSet::SaveDat    245       G4Exception("G4CompositeDataSet::SaveData",
246       "pii00000150",                              246       "pii00000150",
247       FatalException,                             247       FatalException,
248       message.str().c_str());                     248       message.str().c_str());
249                                                   249 
250     }                                             250     }
251                                                   251  
252   out.precision(10);                              252   out.precision(10);
253   out.width(15);                                  253   out.width(15);
254   out.setf(std::ofstream::left);                  254   out.setf(std::ofstream::left);
255                                                   255   
256   if (energies!=0 && data!=0)                     256   if (energies!=0 && data!=0)
257     {                                             257     {
258       G4DataVector::const_iterator i(energies-    258       G4DataVector::const_iterator i(energies->begin());
259       G4DataVector::const_iterator endI(energi    259       G4DataVector::const_iterator endI(energies->end());
260       G4DataVector::const_iterator j(data->beg    260       G4DataVector::const_iterator j(data->begin());
261                                                   261   
262       while (i!=endI)                             262       while (i!=endI)
263   {                                               263   {
264     out.precision(10);                            264     out.precision(10);
265     out.width(15);                                265     out.width(15);
266     out.setf(std::ofstream::left);                266     out.setf(std::ofstream::left);
267     out << ((*i)/unitEnergies) << ' ';            267     out << ((*i)/unitEnergies) << ' ';
268                                                   268 
269     out.precision(10);                            269     out.precision(10);
270     out.width(15);                                270     out.width(15);
271     out.setf(std::ofstream::left);                271     out.setf(std::ofstream::left);
272     out << ((*j)/unitData) << std::endl;          272     out << ((*j)/unitData) << std::endl;
273                                                   273 
274     i++;                                          274     i++;
275     j++;                                          275     j++;
276   }                                               276   }
277     }                                             277     }
278                                                   278  
279   out.precision(10);                              279   out.precision(10);
280   out.width(15);                                  280   out.width(15);
281   out.setf(std::ofstream::left);                  281   out.setf(std::ofstream::left);
282   out << -1.f << ' ';                             282   out << -1.f << ' ';
283                                                   283 
284   out.precision(10);                              284   out.precision(10);
285   out.width(15);                                  285   out.width(15);
286   out.setf(std::ofstream::left);                  286   out.setf(std::ofstream::left);
287   out << -1.f << std::endl;                       287   out << -1.f << std::endl;
288                                                   288 
289   out.precision(10);                              289   out.precision(10);
290   out.width(15);                                  290   out.width(15);
291   out.setf(std::ofstream::left);                  291   out.setf(std::ofstream::left);
292   out << -2.f << ' ';                             292   out << -2.f << ' ';
293                                                   293 
294   out.precision(10);                              294   out.precision(10);
295   out.width(15);                                  295   out.width(15);
296   out.setf(std::ofstream::left);                  296   out.setf(std::ofstream::left);
297   out << -2.f << std::endl;                       297   out << -2.f << std::endl;
298                                                   298 
299   return true;                                    299   return true;
300 }                                                 300 }
301                                                   301 
302 std::size_t G4DataSet::FindLowerBound(G4double    302 std::size_t G4DataSet::FindLowerBound(G4double x) const
303 {                                                 303 {
304   std::size_t lowerBound = 0;                     304   std::size_t lowerBound = 0;
305   std::size_t upperBound(energies->size() - 1)    305   std::size_t upperBound(energies->size() - 1);
306                                                   306   
307   while (lowerBound <= upperBound)                307   while (lowerBound <= upperBound) 
308     {                                             308     {
309       std::size_t midBin((lowerBound + upperBo    309       std::size_t midBin((lowerBound + upperBound) / 2);
310                                                   310 
311       if (x < (*energies)[midBin]) upperBound     311       if (x < (*energies)[midBin]) upperBound = midBin - 1;
312       else lowerBound = midBin + 1;               312       else lowerBound = midBin + 1;
313     }                                             313     }
314                                                   314   
315   return upperBound;                              315   return upperBound;
316 }                                                 316 }
317                                                   317 
318                                                   318 
319 std::size_t G4DataSet::FindLowerBound(G4double    319 std::size_t G4DataSet::FindLowerBound(G4double x, G4DataVector* values) const
320 {                                                 320 {
321   std::size_t lowerBound = 0;;                    321   std::size_t lowerBound = 0;;
322   std::size_t upperBound(values->size() - 1);     322   std::size_t upperBound(values->size() - 1);
323                                                   323   
324   while (lowerBound <= upperBound)                324   while (lowerBound <= upperBound) 
325     {                                             325     {
326       std::size_t midBin((lowerBound + upperBo    326       std::size_t midBin((lowerBound + upperBound) / 2);
327                                                   327 
328       if (x < (*values)[midBin]) upperBound =     328       if (x < (*values)[midBin]) upperBound = midBin - 1;
329       else lowerBound = midBin + 1;               329       else lowerBound = midBin + 1;
330     }                                             330     }
331                                                   331   
332   return upperBound;                              332   return upperBound;
333 }                                                 333 }
334                                                   334 
335                                                   335 
336 G4String G4DataSet::FullFileName(const G4Strin    336 G4String G4DataSet::FullFileName(const G4String& name) const
337 {                                                 337 {
338   const char* path = G4FindDataDir("G4PIIDATA"    338   const char* path = G4FindDataDir("G4PIIDATA");
339   if (!path)                                      339   if (!path)
340     G4Exception("G4DataSet::FullFileName",        340     G4Exception("G4DataSet::FullFileName",
341     "pii00000160",                                341     "pii00000160",
342       FatalException,                             342       FatalException,
343     "G4PIIDATA environment variable not set");    343     "G4PIIDATA environment variable not set");
344                                                   344   
345   std::ostringstream fullFileName;                345   std::ostringstream fullFileName;
346   fullFileName << path << '/' << name << z <<     346   fullFileName << path << '/' << name << z << ".dat";
347                                                   347                       
348   return G4String(fullFileName.str().c_str());    348   return G4String(fullFileName.str().c_str());
349 }                                                 349 }
350                                                   350 
351                                                   351 
352 void G4DataSet::BuildPdf()                        352 void G4DataSet::BuildPdf() 
353 {                                                 353 {
354   pdf = new G4DataVector;                         354   pdf = new G4DataVector;
355   G4Integrator <G4DataSet, G4double(G4DataSet:    355   G4Integrator <G4DataSet, G4double(G4DataSet::*)(G4double)> integrator;
356                                                   356 
357   std::size_t nData = data->size();               357   std::size_t nData = data->size();
358   pdf->push_back(0.);                             358   pdf->push_back(0.);
359                                                   359 
360   // Integrate the data distribution              360   // Integrate the data distribution 
361   std::size_t i;                                  361   std::size_t i;
362   G4double totalSum = 0.;                         362   G4double totalSum = 0.;
363   for (i=1; i<nData; i++)                         363   for (i=1; i<nData; i++)
364     {                                             364     {
365       G4double xLow = (*energies)[i-1];           365       G4double xLow = (*energies)[i-1];
366       G4double xHigh = (*energies)[i];            366       G4double xHigh = (*energies)[i];
367       G4double sum = integrator.Legendre96(thi    367       G4double sum = integrator.Legendre96(this, &G4DataSet::IntegrationFunction, xLow, xHigh);
368       totalSum = totalSum + sum;                  368       totalSum = totalSum + sum;
369       pdf->push_back(totalSum);                   369       pdf->push_back(totalSum);
370     }                                             370     }
371                                                   371 
372   // Normalize to the last bin                    372   // Normalize to the last bin
373   G4double tot = 0.;                              373   G4double tot = 0.;
374   if (totalSum > 0.) tot = 1. / totalSum;         374   if (totalSum > 0.) tot = 1. / totalSum;
375   for (i=1;  i<nData; i++)                        375   for (i=1;  i<nData; i++)
376     {                                             376     {
377       (*pdf)[i] = (*pdf)[i] * tot;                377       (*pdf)[i] = (*pdf)[i] * tot;
378     }                                             378     }
379 }                                                 379 }
380                                                   380 
381                                                   381 
382 G4double G4DataSet::RandomSelect(G4int /* comp    382 G4double G4DataSet::RandomSelect(G4int /* componentId */) const
383 {                                                 383 {
384   // Random select a X value according to the     384   // Random select a X value according to the cumulative probability distribution
385   // derived from the data                        385   // derived from the data
386                                                   386 
387   if (!pdf) G4Exception("G4DataSet::RandomSele    387   if (!pdf) G4Exception("G4DataSet::RandomSelect",
388       "pii00000170",                              388       "pii00000170",
389       FatalException,                             389       FatalException, 
390       "PDF has not been created for this data     390       "PDF has not been created for this data set");
391                                                   391 
392   G4double value = 0.;                            392   G4double value = 0.;
393   G4double x = G4UniformRand();                   393   G4double x = G4UniformRand();
394                                                   394 
395   // Locate the random value in the X vector b    395   // Locate the random value in the X vector based on the PDF
396   G4int bin = (G4int)FindLowerBound(x,pdf);       396   G4int bin = (G4int)FindLowerBound(x,pdf);
397                                                   397 
398   // Interpolate the PDF to calculate the X va    398   // Interpolate the PDF to calculate the X value: 
399   // linear interpolation in the first bin (to    399   // linear interpolation in the first bin (to avoid problem with 0),
400   // interpolation with associated data set al    400   // interpolation with associated data set algorithm in other bins
401                                                   401 
402   G4LinInterpolation linearAlgo;                  402   G4LinInterpolation linearAlgo;
403   if (bin == 0) value = linearAlgo.Calculate(x    403   if (bin == 0) value = linearAlgo.Calculate(x, bin, *pdf, *energies);
404   else value = algorithm->Calculate(x, bin, *p    404   else value = algorithm->Calculate(x, bin, *pdf, *energies);
405                                                   405 
406   //  G4cout << x << " random bin "<< bin << "    406   //  G4cout << x << " random bin "<< bin << " - " << value << G4endl;
407   return value;                                   407   return value;
408 }                                                 408 }
409                                                   409 
410 G4double G4DataSet::IntegrationFunction(G4doub    410 G4double G4DataSet::IntegrationFunction(G4double x)
411 {                                                 411 {
412   // This function is needed by G4Integrator t    412   // This function is needed by G4Integrator to calculate the integral of the data distribution
413                                                   413 
414   G4double y = 0;                                 414   G4double y = 0;
415                                                   415 
416   // Locate the random value in the X vector b    416   // Locate the random value in the X vector based on the PDF
417   G4int bin = (G4int)FindLowerBound(x);           417   G4int bin = (G4int)FindLowerBound(x);
418                                                   418 
419   // Interpolate to calculate the X value:        419   // Interpolate to calculate the X value: 
420   // linear interpolation in the first bin (to    420   // linear interpolation in the first bin (to avoid problem with 0),
421   // interpolation with associated algorithm i    421   // interpolation with associated algorithm in other bins
422                                                   422 
423   G4LinInterpolation linearAlgo;                  423   G4LinInterpolation linearAlgo;
424                                                   424   
425   if (bin == 0) y = linearAlgo.Calculate(x, bi    425   if (bin == 0) y = linearAlgo.Calculate(x, bin, *energies, *data);
426   else y = algorithm->Calculate(x, bin, *energ    426   else y = algorithm->Calculate(x, bin, *energies, *data);
427                                                   427  
428   return y;                                       428   return y;
429 }                                                 429 }
430                                                   430 
431                                                   431