vector<double> getDistances( DataPoint * x, DataPoint * y )
{
vector<double> distances;
vector<string> xListOfNames = x->GetAllNames();
vector<string> yListOfNames = y->GetAllNames();
vector<string>::iterator xIter = xListOfNames.begin();
vector<string>::iterator yIter = yListOfNames.begin();
Observable * xVar = 0;
Observable * yVar = 0;
while ( (xVar = x->GetObservable( *xIter ) ) && (yVar = y->GetObservable( *yIter ) ) ) {
if ( (*xIter == "time" ) || (*xIter == "mass" )) {
//cout << fabs(xVar->GetValue() - yVar->GetValue() ) << endl;
distances.push_back( fabs(xVar->GetValue() - yVar->GetValue() ) );
}
else if ( (*xIter == "cosTheta") ) {
distances.push_back( fabs(xVar->GetValue() - yVar->GetValue()) );
}
/*
else if( (*xIter == "cosPsi") ) {
distances.push_back( fabs( xVar->GetValue() - yVar->GetValue() ) );
}
else if ( (*xIter == "phi") ) {
double diff = diffmod2pi( xVar->GetValue() - yVar->GetValue() );
distances.push_back( diff );
}
*/
++xIter, ++yIter;
if ( xIter == xListOfNames.end() || yIter == yListOfNames.end() ) break;
}
return distances;
}
//Use accept/reject method to create data
int Foam::GenerateData( int DataAmount )
{
//if( newDataSet->GetDataNumber() < DataAmount ) newDataSet->ReserveDataSpace( DataAmount );
for( int dataIndex = 0; dataIndex < DataAmount; ++dataIndex )
{
//Generate the discrete observables, and select the correct Foam generator to use
int combinationIndex = 0;
int incrementValue = 1;
DataPoint * temporaryDataPoint = new DataPoint(allNames);
for( int discreteIndex = int(discreteNames.size() - 1); discreteIndex >= 0; --discreteIndex )
{
//Create the discrete observable
Observable * temporaryObservable = generationBoundary->GetConstraint( *discreteNames_ref[unsigned(discreteIndex)] )->CreateObservable(rootRandom);
double currentValue = temporaryObservable->GetValue();
temporaryDataPoint->SetObservable( *discreteNames_ref2[unsigned(discreteIndex)], temporaryObservable );
delete temporaryObservable;
//Calculate the index
for (unsigned int valueIndex = 0; valueIndex < discreteValues[unsigned(discreteIndex)].size(); ++valueIndex )
{
if ( fabs( discreteValues[unsigned(discreteIndex)][valueIndex] - currentValue ) < DOUBLE_TOLERANCE )
{
combinationIndex += ( incrementValue * int(valueIndex) );
incrementValue *= int(discreteValues[unsigned(discreteIndex)].size());
break;
}
}
}
//Use the index calculated to select a Foam generator and generate an event with it
Double_t* generatedEvent = new Double_t[ continuousNames.size() ];
foamGenerators[unsigned(combinationIndex)]->MakeEvent();
foamGenerators[unsigned(combinationIndex)]->GetMCvect(generatedEvent);
//Store the continuous observables
for (unsigned int continuousIndex = 0; continuousIndex < continuousNames.size(); ++continuousIndex )
{
string unit = generationBoundary->GetConstraint( *continuousNames_ref[continuousIndex] )->GetUnit();
double newValue = minima[continuousIndex] + ( ranges[continuousIndex] * generatedEvent[continuousIndex] );
temporaryDataPoint->SetObservable( *continuousNames_ref2[continuousIndex], newValue, unit );
//cout << continuousNames[continuousIndex] << "\t" << newValue << "\t" << 0.0 << "\t" << unit << endl;
}
delete[] generatedEvent;
// Store the event
temporaryDataPoint->SetDiscreteIndex(dataIndex);
newDataSet->AddDataPoint(temporaryDataPoint);
}
//cout << "Destroying Generator(s)" << endl;
//this->RemoveGenerator();
return DataAmount;
}
double getDistance(DataPoint * x, DataPoint * y)
{
double distance = 0.;
double diff = 0.; (void) diff; // Unused
vector<string> xListOfNames = x->GetAllNames();
vector<string> yListOfNames = y->GetAllNames();
vector<string>::iterator xIter = xListOfNames.begin();
vector<string>::iterator yIter = yListOfNames.begin();
Observable * xVar = 0;
Observable * yVar = 0;
double xVal = 0.;
double yVal = 0.;
char buffer[100]; (void) buffer; // Unused
while ( (xVar = x->GetObservable( *xIter ) ) && (yVar = y->GetObservable( *yIter ) ) ) {
//cout << *xIter << endl;
//if ( (*xIter == "time") ) {
// xVal = ( xVar->GetValue() - 1.6 )/1.2;
// yVal = ( yVar->GetValue() - 1.6 )/1.2;
//}
if ( (*xIter == "mass") ) {
xVal = ( xVar->GetValue() - 5200. )/350.;
yVal = ( yVar->GetValue() - 5200. )/350.;
}
else if ( (*xIter == "cosTheta1") ) {
xVal = ( xVar->GetValue() );
yVal = ( yVar->GetValue() );
}
else if( (*xIter == "cosTheta2") ) {
xVal = ( xVar->GetValue() );
yVal = ( yVar->GetValue() );
}
else if ( (*xIter == "phi") ) {
xVal = ( xVar->GetValue() )/3.14159;
yVal = ( yVar->GetValue() )/3.14159;
}
else {
xVal = 0.;
yVal = 0.;
}
distance += ( (xVal - yVal)*(xVal - yVal) );
//sprintf(buffer, " %f %f %f", xVar->GetValue(), yVar->GetValue(), sqrt(distance));
//cout << (*xIter) << buffer << endl;
++xIter, ++yIter;
if ( xIter == xListOfNames.end() || yIter == yListOfNames.end() ) break;
}
return sqrt(distance);
}
double getWeight( DataPoint * x )
{
vector<string> xListOfNames = x->GetAllNames();
vector<string>::iterator xIter = xListOfNames.begin();
Observable * xVar = 0;
double xVal = 1.;
while ( ( xVar = x->GetObservable( *xIter ) ) ) {
if ( (*xIter == "fsig_sw") ) {
xVal = xVar->GetValue();
}
++xIter;
if ( xIter == xListOfNames.end() ) break;
}
return xVal;
}
void updatePhaseSpaceBoundary( DataPoint * x, PhaseSpaceBoundary * newPhase, PhaseSpaceBoundary * oldPhase, vector<double> distances )
{
vector<string> xListOfNames = x->GetAllNames();
vector<string>::iterator xIter = xListOfNames.begin();
Observable * xVar = 0;
double min = 0., max = 0.;
int i = 0;
char buffer[100]; (void) buffer;// Unused
while ( ( xVar = x->GetObservable( *xIter ) ) ) {
if ( *xIter == "time" || *xIter == "cosTheta" || *xIter == "mass"){//|| *xIter == "cosPsi" || *xIter == "phi") {
min = xVar->GetValue() - distances[ (unsigned)i ];
max = xVar->GetValue() + distances[ (unsigned)i ];
if ( min > oldPhase->GetConstraint( *xIter )->GetMinimum() ) ((ObservableContinuousConstraint *)newPhase->GetConstraint( *xIter ))->SetMinimum( min );
if ( max < oldPhase->GetConstraint( *xIter )->GetMaximum() ) ((ObservableContinuousConstraint *)newPhase->GetConstraint( *xIter ))->SetMaximum( max );
//cout << *xIter << " " << buffer << endl;
}
++xIter;
if ( xIter == xListOfNames.end() ) break;
i++;
}
}
//Returns whether a point is within the boundary
bool PhaseSpaceBoundary::IsPointInBoundary( DataPoint * TestDataPoint, bool silence )
{
for (unsigned int nameIndex = 0; nameIndex < allNames.size(); ++nameIndex )
{
//Check if test Observable exists in the DataPoint
Observable * testObservable = TestDataPoint->GetObservable( allNames[nameIndex], silence );
if ( testObservable->GetUnit() == "NameNotFoundError" )
{
cerr << "Observable \"" << allNames[nameIndex] << "\" expected but not found" << endl;
return false;
}
else
{
//Check if the Observable fits
if ( !allConstraints[nameIndex]->CheckObservable(testObservable) )
{
return false;
}
else if( allConstraints[nameIndex]->IsDiscrete() )
{
vector<double> temp_vec = allConstraints[nameIndex]->GetValues();
for( unsigned int i=0; i< temp_vec.size(); ++i )
{
if( fabs( testObservable->GetValue() - temp_vec[i] ) < DOUBLE_TOLERANCE_PHASE )
{
Observable* temp = new Observable( testObservable->GetName(), temp_vec[i], testObservable->GetUnit() );
TestDataPoint->SetObservable( testObservable->GetName(), temp );
delete temp;
}
}
}
}
}
//Point is within the boundary
return true;
}
