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Level3Candidate.java
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import j4np.hipo5.data.Bank;
import j4np.hipo5.data.CompositeNode;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.lang.Math;
public class Level3Candidate {
float pid_resp=0;
float track_resp=0;
int PID=-1;
int PIndex=-1;
int Cal_Sector=0;
int Sector=0;
int Charge=0;
int Pred_Charge=0;
int HTCC_Sector=0;
Boolean show=false;
Boolean unmatched=true;
float[] track_clusters = new float[6];
double[] ecin_all_hits = new double[108];
//double[] CF_out = new double[108];
float[] CF_out = new float[]{0,0,0,0,0,0,0,0,0,0,0};
float[] CF_out_onlyFTOF = new float[]{0,0,0};
//e-,pi+,pi-,e+,mu-,mu+
int[] pid_label = new int[2]; //3
double Vx=0;
double Vy=0;
double Vz=0;
double Px=0;
double Py=0;
double Pz=0;
double chi2pid=0;
double P=0;
double Theta=0;
double Phi=0;
double Pred_Px=0;
double Pred_Py=0;
double Pred_Pz=0;
float Pred_P=0;
float Pred_Theta=0;
float Pred_Phi=0;
double Nphe=0;
double Pred_Nphe=0;
float[] HTCC_adcs = new float[]{0,0,0,0,0,0,0,0};
float[] HTCC_adcs_ms = new float[]{0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0}; //add sector before and after
List<Integer> Cal_index=new ArrayList<Integer>();
//double Cal_index=0;
double SF=0;
double ECAL_energy=0;
double PCAL_energy=0;
double ECIN_energy=0;
double ECOUT_energy=0;
double PCALLU=0;
double PCALLV=0;
double PCALLW=0;
double ECINLU=0;
double ECINLV=0;
double ECINLW=0;
double ECOUTLU=0;
double ECOUTLV=0;
double ECOUTLW=0;
double ECOUTM2U=0;
double ECOUTM2V=0;
double ECOUTM2W=0;
double PCALM2U=0;
double PCALM2V=0;
double PCALM2W=0;
double ECINM2U=0;
double ECINM2V=0;
double ECINM2W=0;
double FTOF_comp=0;
double FTOF_path=0;
double FTOF_time=0;
//below are values found in ECAL::adc bank
//using cluster finder
//energy is in ADC
float PCAL_energy_fcf=0;
float ECIN_energy_fcf=0;
float ECOUT_energy_fcf=0;
float PCALLU_fcf=-2;
float PCALLV_fcf=-2;
float PCALLW_fcf=-2;
float ECINLU_fcf=-2;
float ECINLV_fcf=-2;
float ECINLW_fcf=-2;
float ECOUTLU_fcf=-2;
float ECOUTLV_fcf=-2;
float ECOUTLW_fcf=-2;
float PCALDU_fcf=0;
float PCALDV_fcf=0;
float PCALDW_fcf=0;
float ECINDU_fcf=0;
float ECINDV_fcf=0;
float ECINDW_fcf=0;
float ECOUTDU_fcf=0;
float ECOUTDV_fcf=0;
float ECOUTDW_fcf=0;
public Level3Candidate(){
}
public void setTrackResp(float r){
track_resp=r;
}
public void setPidResp(float r){
pid_resp=r;
}
public void setShow(Boolean sh){
show=sh;
}
public void print(){
System.out.println("");
System.out.printf("PID %d pindex %d sector %d cal_sector %d charge %d\n",PID,PIndex,Sector,Cal_Sector,Charge);
System.out.printf("pred Px %f Py %f Pz %f \n",Pred_Px,Pred_Py,Pred_Pz);
System.out.println("Clusters ");
for(int k = 0; k < 6; k++) System.out.printf(" %f ", track_clusters[k]);
System.out.println("");
System.out.printf("PCAL E %f ECIN # %f ECOUT E %f\n",PCAL_energy,ECIN_energy,ECOUT_energy);
System.out.println("ECAL positions ");
for(int k = 0; k < 9; k++) System.out.printf(" %f ", CF_out[k]);
System.out.println("");
System.out.println("HTCC ADCs ");
for(int k = 0; k < 8; k++) System.out.printf(" %f ", HTCC_adcs[k]);
System.out.println("");
}
public void printbanks(CompositeNode tr,CompositeNode pt, Bank RECb, Bank CALb, Bank HTCCb){
for(int i=0;i<tr.getRows();i++){
System.out.printf("\n New Track index %d \n",i);
System.out.printf("sector = %2d, charge = %3d segments [ ", tr.getInt(1,i),tr.getInt(2,i));
for(int k = 0; k < 6; k++) System.out.printf(" %9.5f ",tr.getDouble(10+k,i));
System.out.printf("] p %9.5f %9.5f %9.5f\n",pt.getDouble(4,i),pt.getDouble(5,i),pt.getDouble(6,i));
}
System.out.println("\nREC::Particle");
RECb.show();
System.out.println("\nREC::Calorimeter");
CALb.show();
System.out.println("\nHTCC ADC");
HTCCb.show();
}
//using composite nodes 3210,2 and 3210,3
public void find_AI_tracks(CompositeNode tr,CompositeNode pt, int i, Boolean isOut){
if(show){
System.out.printf("\n New Track index %d \n",i);
System.out.printf("sector = %2d, charge = %3d segments [ ", tr.getInt(1,i),tr.getInt(2,i));
for(int k = 0; k < 6; k++) System.out.printf(" %9.5f ",tr.getDouble(10+k,i));
System.out.printf("] p %9.5f %9.5f %9.5f\n",pt.getDouble(4,i),pt.getDouble(5,i),pt.getDouble(6,i));
}
Sector=tr.getInt(1,i);
Pred_Charge=tr.getInt(2,i);
if(isOut){
Pred_Charge=-1*Pred_Charge;
}
for(int k = 0; k < 6; k++){
track_clusters[k]=(float) tr.getDouble(10+k,i)/112;
}
Pred_Px=pt.getDouble(4,i);
Pred_Py=pt.getDouble(5,i);
Pred_Pz=pt.getDouble(6,i);
Pred_P = (float) Math.sqrt(Pred_Px * Pred_Px + Pred_Py * Pred_Py + Pred_Pz * Pred_Pz);
Pred_Theta = (float) Math.acos((float)Pred_Pz / Pred_P);// Math.atan2(Math.sqrt(Pred_Px*Pred_Px+Pred_Py*Pred_Py),Pred_Pz);
Pred_Phi = (float) Math.atan2(Pred_Py, Pred_Px);
}
//using ECAL::adc
public void read_cal_bank_from_cf_pred(float[] cf_pred, int[] cf_strips, Bank ECAL_Bank){
PCALLU_fcf=Math.abs(cf_pred[0]);
PCALLV_fcf=Math.abs(cf_pred[1]);
PCALLW_fcf=Math.abs(cf_pred[2]);
ECINLU_fcf=Math.abs(cf_pred[3]);
ECINLV_fcf=Math.abs(cf_pred[4]);
ECINLW_fcf=Math.abs(cf_pred[5]);
ECOUTLU_fcf=Math.abs(cf_pred[6]);
ECOUTLV_fcf=Math.abs(cf_pred[7]);
ECOUTLW_fcf=Math.abs(cf_pred[8]);
int clsize=4;
for(int k = 0; k < ECAL_Bank.getRows(); k++){
int sect = ECAL_Bank.getInt("sector", k);
int layer = ECAL_Bank.getInt("layer", k);
int strip = ECAL_Bank.getInt("component", k);
int ADC = ECAL_Bank.getInt("ADC", k);
if(ADC>0.0){
//----------------
if(sect==Sector){
if(layer==1){
if(strip>(cf_strips[0]-clsize) && strip<(cf_strips[0]+clsize)){
PCALDU_fcf++;
PCAL_energy_fcf+=ADC;
}
} else if(layer==2){
if(strip>(cf_strips[1]-clsize) && strip<(cf_strips[1]+clsize)){
PCALDV_fcf++;
PCAL_energy_fcf+=ADC;
}
} else if(layer==3){
if(strip>(cf_strips[2]-clsize) && strip<(cf_strips[2]+clsize)){
PCALDW_fcf++;
PCAL_energy_fcf+=ADC;
}
} else if(layer==4){
if(strip>(cf_strips[3]-clsize) && strip<(cf_strips[3]+clsize)){
ECINDU_fcf++;
ECIN_energy_fcf+=ADC;
}
} else if(layer==5){
if(strip>(cf_strips[4]-clsize) && strip<(cf_strips[4]+clsize)){
ECINDV_fcf++;
ECIN_energy_fcf+=ADC;
}
} else if(layer==6){
if(strip>(cf_strips[5]-clsize) && strip<(cf_strips[5]+clsize)){
ECINDW_fcf++;
ECIN_energy_fcf+=ADC;
}
} else if(layer==7){
if(strip>(cf_strips[6]-clsize) && strip<(cf_strips[6]+clsize)){
ECOUTDU_fcf++;
ECOUT_energy_fcf+=ADC;
}
} else if(layer==8){
if(strip>(cf_strips[7]-clsize) && strip<(cf_strips[7]+clsize)){
ECOUTDV_fcf++;
ECOUT_energy_fcf+=ADC;
}
} else if(layer==9){
if(strip>(cf_strips[8]-clsize) && strip<(cf_strips[8]+clsize)){
ECOUTDW_fcf++;
ECOUT_energy_fcf+=ADC;
}
}
}
}
}
}
// using HTCC:adc
public void find_HTCC_ADCs(Bank HTCCBank) {
for (int k = 0; k < HTCCBank.getRows(); k++) {
int sect = HTCCBank.getInt("sector", k);
int layer = HTCCBank.getInt("layer", k); // 1 or 2
int component = HTCCBank.getInt("component", k); // 1-4
int ADC = HTCCBank.getInt("ADC", k);
// double energy = (ADC / 5000.0); // &&energy<1.0
int sector_m1=Sector-1;
int sector_p1=Sector+1;
if(Sector==1){sector_m1=6;}
if(Sector==6){sector_p1=1;}
if (ADC >= 0.0) {
if (sect == Sector) {
int index = ((layer - 1) * 4 + component) - 1;
if (index >= 0 && index < 8) {
HTCC_adcs[index] = ADC;
HTCC_adcs_ms[index + 8] = ADC;
}
}
else if (sect == sector_m1) {
int index = ((layer - 1) * 4 + component) - 1;
if (index >= 0 && index < 8) {
HTCC_adcs_ms[index] = ADC;
}
}
else if (sect == sector_p1) {
int index = ((layer - 1) * 4 + component) - 1;
if (index >= 0 && index < 8) {
HTCC_adcs_ms[index+16] = ADC;
}
}
}
}
}
public void setPredNphe(double nphe){
if(nphe<0){nphe=0;}
Pred_Nphe=nphe;
}
//using REC::Cherenkov
public void read_HTCC_bank(Bank HTCCBank){
for (int k = 0; k < HTCCBank.getRows(); k++) {
int pindex = HTCCBank.getInt("pindex", k);
double nphe = HTCCBank.getFloat("nphe", k);
int sector = HTCCBank.getInt("sector", k);
if(pindex==PIndex){
Nphe=nphe;
HTCC_Sector=sector;
}
}
}
public void applyTriangCut(){
double SFPCAL=PCAL_energy/P;
double SFECIN=ECIN_energy/P;
double SFECOUT=ECOUT_energy/P;
if(PID==11 && P>4.5){
if(SFECIN > (0.2 - SFPCAL)){
//all good
} else{
PID=-211;
}
}
}
//REC::Scintillator
public void read_Scint_Bank(Bank Scint_Bank){
if(show){
System.out.println("REC::Scintillator");
Scint_Bank.show();
}
//Scint_Bank.show();
for (int k = 0; k < Scint_Bank.getRows(); k++) {
int pindex = Scint_Bank.getInt("pindex", k);
double energy = Scint_Bank.getFloat("energy", k);
double time = Scint_Bank.getFloat("time", k);
int sector = Scint_Bank.getInt("sector", k);
int layer=Scint_Bank.getInt("layer",k);
int component=Scint_Bank.getInt("component",k);
double path = Scint_Bank.getFloat("path", k);
if (pindex == PIndex && sector==Sector) {
if(layer==2){
FTOF_comp=component;
FTOF_path=path;
FTOF_time=time;
CF_out[9]=component;
CF_out[10]=(float)path;
CF_out_onlyFTOF[0]=component;
CF_out_onlyFTOF[1]=(float)path;
CF_out_onlyFTOF[2]=(float)time;
}
}
}
}
//REC::Calorimeter
public void read_Cal_Bank(Bank ECAL_Bank){
if(show){
System.out.println("REC::Calorimeter");
ECAL_Bank.show();
}
//ECAL_Bank.show();
for (int k = 0; k < ECAL_Bank.getRows(); k++) {
int pindex = ECAL_Bank.getInt("pindex", k);
int index = ECAL_Bank.getInt("index", k);
double energy = ECAL_Bank.getFloat("energy", k);
int sector = ECAL_Bank.getInt("sector", k);
int layer=ECAL_Bank.getInt("layer",k);
float lu=ECAL_Bank.getFloat("lu",k);
float lv=ECAL_Bank.getFloat("lv",k);
float lw=ECAL_Bank.getFloat("lw",k);
double m2u=ECAL_Bank.getFloat("m2u",k);
double m2v=ECAL_Bank.getFloat("m2v",k);
double m2w=ECAL_Bank.getFloat("m2w",k);
if (pindex == PIndex && sector==Sector) {
Cal_Sector=sector;
Cal_index.add(index);
//Cal_index=index;
if(layer==1){
PCALLU=lu;
PCALLV=lv;
PCALLW=lw;
PCALM2U=m2u;
PCALM2V=m2v;
PCALM2W=m2w;
PCAL_energy=energy;
CF_out[0]=lu;
CF_out[1]=lv;
CF_out[2]=lw;
} else if(layer==4){
ECINLU=lu;
ECINLV=lv;
ECINLW=lw;
ECINM2U=m2u;
ECINM2V=m2v;
ECINM2W=m2w;
ECIN_energy=energy;
CF_out[3]=lu;
CF_out[4]=lv;
CF_out[5]=lw;
} else if(layer==7){
ECOUTLU=lu;
ECOUTLV=lv;
ECOUTLW=lw;
ECOUTM2U=m2u;
ECOUTM2V=m2v;
ECOUTM2W=m2w;
ECOUT_energy=energy;
CF_out[6]=lu;
CF_out[7]=lv;
CF_out[8]=lw;
}
}
}
ECAL_energy=PCAL_energy+ECIN_energy+ECOUT_energy;
SF=ECAL_energy/P;
}
public int nCalHits(){
int nCalHits=0;
if(PCAL_energy_fcf>0.01){
nCalHits++;
}
if(ECIN_energy_fcf>0.01){
nCalHits++;
}
if(ECOUT_energy_fcf>0.01){
nCalHits++;
}
return nCalHits;
}
public void find_RECParticle_fromtrack(Bank RECP,Bank RECT,Bank TTracks, Bank TClust,float[] predtrack,double maxdist){
//System.out.println("\n New pred track");
//System.out.println(Arrays.toString(predtrack));
for (int i = 0; i < RECP.getRows(); i++) {
Level3Particle part = new Level3Particle();
part.read_Particle_Bank(i, RECP);
if(part.PIndex!=-1){
part.find_sector_track(RECT);
part.find_track_clusterIDs(TTracks);
part.find_track_clusters(TClust);
//System.out.println("true track");
//System.out.println(Arrays.toString(part.track_clusters));
float dist=0;
for (int k=0;k<6;k++){
dist+=(part.track_clusters[k]-predtrack[k])*(part.track_clusters[k]-predtrack[k]);
}
dist=(float) Math.sqrt(dist);
//System.out.printf("dist %f max %f\n",dist,maxdist);
if(dist<maxdist){
//System.out.println("Matched!");
read_Particle_Bank(i, RECP);
PIndex=i;
unmatched=false;
track_clusters=part.track_clusters;
Sector=part.Sector;
break;
}
}
}
}
public void find_ClosestRECParticle_fromPredP(Bank PartBank,double lx, double ly, double lz){
double min_resPx=9999;
double min_resPy=9999;
double min_resPz=9999;
int best_ind=-1;
for (int i = 0; i < PartBank.getRows(); i++) {
read_Particle_Bank(i, PartBank);
double resPx=Math.abs(Px-Pred_Px);
double resPy=Math.abs(Py-Pred_Py);
double resPz=Math.abs(Pz-Pred_Pz)/Math.abs(Pred_Pz);
//just use pz for outbending resPx<min_resPx && resPy<min_resPy &&
if( resPz<min_resPz && Pred_Charge==Charge){
min_resPx=resPx;
min_resPy=resPy;
min_resPz=resPz;
best_ind=i;
}
}
read_Particle_Bank(best_ind, PartBank);
if(min_resPz<lz && Vz<12 && Vz>-13 && Math.abs(chi2pid)<5){ //inbending min_resPx<lx && min_resPy<ly &&
//if(min_resPz<lz && Vz<10 && Vz>-18 && Math.abs(chi2pid)<20){ //outbending
PIndex=best_ind;
unmatched=false;
} else{
PIndex=-1;
PID=-1;
unmatched=true;
}
/*PIndex=best_ind;
if(min_resPx<lx && min_resPy<ly && min_resPz<lz){ //inbending
//if(min_resPx<lx && min_resPy<ly && min_resPz<lz && Vz<10 && Vz>-18 && Math.abs(chi2pid)<20){ //outbending
unmatched=false;
}*/
}
public void read_Particle_Bank(int pindex, Bank PartBank) {
if(show){
System.out.printf("\n New Particle pindex %d \n",pindex);
System.out.println("REC::Particle");
PartBank.show();
}
int pid = PartBank.getInt("pid", pindex);
int status = PartBank.getInt("status", pindex);
int charge = PartBank.getInt("charge", pindex);
double c2p = PartBank.getFloat("chi2pid", pindex);
double px = PartBank.getFloat("px", pindex);
double py = PartBank.getFloat("py", pindex);
double pz = PartBank.getFloat("pz", pindex);
double vx = PartBank.getFloat("vx", pindex);
double vy = PartBank.getFloat("vy", pindex);
double vz = PartBank.getFloat("vz", pindex);
if (Math.abs(status) >= 2000 && Math.abs(status) < 4000) {
PID = pid;
Charge = charge;
chi2pid=c2p;
Px = px;
Py = py;
Pz = pz;
Vx = vx;
Vy = vy;
Vz = vz;
P = Math.sqrt(px * px + py * py + pz * pz);
Theta = Math.acos(pz / P);// Math.atan2(Math.sqrt(px*px+py*py),pz);
Phi = Math.atan2(py, px);
PIndex = pindex;
}
}
//e-,e+,pi-,pi+,mu-,mu+
public int set_pid_label(){
//System.out.printf("MC PID %d ",MC_PID);
int out_ind=-1;
if(PID==11){
out_ind=0;
} else {
out_ind=1;
}
//System.out.printf("out_ind %d ",out_ind);
for(int i=0;i<2;i++){
if(i==out_ind){pid_label[i]=1;}
else{pid_label[i]=0;}
}
return out_ind;
}
//35 floating-point values and 6 integer values...
public String get_csv_out(){
StringBuilder csvLineBuilder = new StringBuilder();
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCAL_energy/2.0, ECIN_energy/2.0, ECOUT_energy/2.0));// /3
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCALLU/500.0, PCALLV/500.0, PCALLW/500.0)); // /2000
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECINLU/500.0, ECINLV/500.0, ECINLW/500.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECOUTLU/500.0, ECOUTLV/500.0, ECOUTLW/500.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCALM2U/1000.0, PCALM2V/1000.0, PCALM2W/1000.0)); //
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECINM2U/1000.0, ECINM2V/1000.0, ECINM2W/1000.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECOUTM2U/1000.0, ECOUTM2V/1000.0, ECOUTM2W/1000.0));
for (float value : track_clusters) {
csvLineBuilder.append(String.format("%.6f,", value));
}
for (double value : HTCC_adcs) {
csvLineBuilder.append(String.format("%.6f,",value/30000));
}
for (int value : pid_label) {
csvLineBuilder.append(String.format("%d,", value));
}
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", P, Theta*(180.0 / Math.PI), Phi*(180.0 / Math.PI)));
// Remove the trailing comma
csvLineBuilder.deleteCharAt(csvLineBuilder.length() - 1);
// Convert StringBuilder to String
return csvLineBuilder.toString();
}
//35 floating-point values and 6 integer values...
public String get_csv_out_fromCFPred(){
StringBuilder csvLineBuilder = new StringBuilder();
double Depthdiv=16.0; //7.0 when using width of +/-3, 16 when using +/-6
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCAL_energy_fcf/150000.0, ECIN_energy_fcf/150000.0, ECOUT_energy_fcf/150000.0));// /3
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCALLU_fcf/500.0, PCALLV_fcf/500.0, PCALLW_fcf/500.0)); // /2000
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECINLU_fcf/500.0, ECINLV_fcf/500.0, ECINLW_fcf/500.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECOUTLU_fcf/500.0, ECOUTLV_fcf/500.0, ECOUTLW_fcf/500.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCALDU_fcf/Depthdiv, PCALDV_fcf/Depthdiv, PCALDW_fcf/Depthdiv)); //loop over at most 7 strips
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECINDU_fcf/Depthdiv, ECINDV_fcf/Depthdiv, ECINDW_fcf/Depthdiv)); //3 each side of pred
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECOUTDU_fcf/Depthdiv, ECOUTDV_fcf/Depthdiv, ECOUTDW_fcf/Depthdiv));
for (float value : track_clusters) {
csvLineBuilder.append(String.format("%.6f,", value));
}
for (double value : HTCC_adcs) {
csvLineBuilder.append(String.format("%.6f,",value/35000));
}
//use just one number for HTCC rather than mostly 0 array
/*float HTCC_val=0;
for (double value : HTCC_adcs) {
HTCC_val+=value;
}
HTCC_val=HTCC_val/50000;
csvLineBuilder.append(String.format("%.6f,",HTCC_val));
//add Momentum theta phi for pred
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", Pred_P/10, Pred_Theta, (Pred_Phi+3.5)/7.0));*/
for (int value : pid_label) {
csvLineBuilder.append(String.format("%d,", value));
}
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", P, Theta*(180.0 / Math.PI), Phi*(180.0 / Math.PI)));
// Remove the trailing comma
csvLineBuilder.deleteCharAt(csvLineBuilder.length() - 1);
// Convert StringBuilder to String
return csvLineBuilder.toString();
}
//35 floating-point values and 6 integer values...
public String get_csv_out_fromCFPred_wSF(){
StringBuilder csvLineBuilder = new StringBuilder();
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCAL_energy_fcf/150000.0, ECIN_energy_fcf/150000.0, ECOUT_energy_fcf/150000.0));// /3
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCALLU_fcf/500.0, PCALLV_fcf/500.0, PCALLW_fcf/500.0)); // /2000
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECINLU_fcf/500.0, ECINLV_fcf/500.0, ECINLW_fcf/500.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECOUTLU_fcf/500.0, ECOUTLV_fcf/500.0, ECOUTLW_fcf/500.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCALDU_fcf/7.0, PCALDV_fcf/7.0, PCALDW_fcf/7.0)); //loop over at most 7 strips
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECINDU_fcf/7.0, ECINDV_fcf/7.0, ECINDW_fcf/7.0)); //3 each side of pred
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECOUTDU_fcf/7.0, ECOUTDV_fcf/7.0, ECOUTDW_fcf/7.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCAL_energy_fcf/(150000.0*Pred_P), ECIN_energy_fcf/(150000.0*Pred_P), ECOUT_energy_fcf/(150000.0*Pred_P)));// /3
for (float value : track_clusters) {
csvLineBuilder.append(String.format("%.6f,", value));
}
for (double value : HTCC_adcs) {
csvLineBuilder.append(String.format("%.6f,",value/35000));
}
for (int value : pid_label) {
csvLineBuilder.append(String.format("%d,", value));
}
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", P, Theta*(180.0 / Math.PI), Phi*(180.0 / Math.PI)));
// Remove the trailing comma
csvLineBuilder.deleteCharAt(csvLineBuilder.length() - 1);
// Convert StringBuilder to String
return csvLineBuilder.toString();
}
public String get_csv_out_fromCFPred_wHTCCPred_wSF(){
StringBuilder csvLineBuilder = new StringBuilder();
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCAL_energy_fcf/150000.0, ECIN_energy_fcf/150000.0, ECOUT_energy_fcf/150000.0));// /3
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCALLU_fcf/500.0, PCALLV_fcf/500.0, PCALLW_fcf/500.0)); // /2000
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECINLU_fcf/500.0, ECINLV_fcf/500.0, ECINLW_fcf/500.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECOUTLU_fcf/500.0, ECOUTLV_fcf/500.0, ECOUTLW_fcf/500.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCALDU_fcf/7.0, PCALDV_fcf/7.0, PCALDW_fcf/7.0)); //loop over at most 7 strips
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECINDU_fcf/7.0, ECINDV_fcf/7.0, ECINDW_fcf/7.0)); //3 each side of pred
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECOUTDU_fcf/7.0, ECOUTDV_fcf/7.0, ECOUTDW_fcf/7.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCAL_energy_fcf/(150000.0*Pred_P), ECIN_energy_fcf/(150000.0*Pred_P), ECOUT_energy_fcf/(150000.0*Pred_P)));// /3
for (float value : track_clusters) {
csvLineBuilder.append(String.format("%.6f,", value));
}
csvLineBuilder.append(String.format("%.6f,",Pred_Nphe/50));
for (int value : pid_label) {
csvLineBuilder.append(String.format("%d,", value));
}
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", P, Theta*(180.0 / Math.PI), Phi*(180.0 / Math.PI)));
// Remove the trailing comma
csvLineBuilder.deleteCharAt(csvLineBuilder.length() - 1);
// Convert StringBuilder to String
return csvLineBuilder.toString();
}
public String get_csv_out_fromCFPred_noTrack(){
StringBuilder csvLineBuilder = new StringBuilder();
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCAL_energy_fcf/150000.0, ECIN_energy_fcf/150000.0, ECOUT_energy_fcf/150000.0));// /3
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCALLU_fcf/500.0, PCALLV_fcf/500.0, PCALLW_fcf/500.0)); // /2000
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECINLU_fcf/500.0, ECINLV_fcf/500.0, ECINLW_fcf/500.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECOUTLU_fcf/500.0, ECOUTLV_fcf/500.0, ECOUTLW_fcf/500.0));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", PCALDU_fcf/7.0, PCALDV_fcf/7.0, PCALDW_fcf/7.0)); //loop over at most 7 strips
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECINDU_fcf/7.0, ECINDV_fcf/7.0, ECINDW_fcf/7.0)); //3 each side of pred
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", ECOUTDU_fcf/7.0, ECOUTDV_fcf/7.0, ECOUTDW_fcf/7.0));
for (double value : HTCC_adcs) {
csvLineBuilder.append(String.format("%.6f,",value/35000));
}
//add Momentum theta phi for pred
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", Pred_P/10, Pred_Theta, (Pred_Phi+3.5)/7.0));
for (int value : pid_label) {
csvLineBuilder.append(String.format("%d,", value));
}
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", P, Theta*(180.0 / Math.PI), Phi*(180.0 / Math.PI)));
// Remove the trailing comma
csvLineBuilder.deleteCharAt(csvLineBuilder.length() - 1);
// Convert StringBuilder to String
return csvLineBuilder.toString();
}
//35 floating-point values
public float[] get_vars_forpid(){
float[] vars_for_pid = new float[35];
vars_for_pid[0]=PCAL_energy_fcf/150000;
vars_for_pid[1]=ECIN_energy_fcf/150000;
vars_for_pid[2]=ECOUT_energy_fcf/150000;
vars_for_pid[3]=PCALLU_fcf/500;
vars_for_pid[4]=PCALLV_fcf/500;
vars_for_pid[5]=PCALLW_fcf/500;
vars_for_pid[6]=ECINLU_fcf/500;
vars_for_pid[7]=ECINLV_fcf/500;
vars_for_pid[8]=ECINLW_fcf/500;
vars_for_pid[9]=ECOUTLU_fcf/500;
vars_for_pid[10]=ECOUTLV_fcf/500;
vars_for_pid[11]=ECOUTLW_fcf/500;
vars_for_pid[12]=PCALDU_fcf/7;
vars_for_pid[13]=PCALDV_fcf/7;
vars_for_pid[14]=PCALDW_fcf/7;
vars_for_pid[15]=ECINDU_fcf/7;
vars_for_pid[16]=ECINDV_fcf/7;
vars_for_pid[17]=ECINDW_fcf/7;
vars_for_pid[18]=ECOUTDU_fcf/7;
vars_for_pid[19]=ECOUTDV_fcf/7;
vars_for_pid[20]=ECOUTDW_fcf/7;
int n=21;
for (float value : track_clusters) {
vars_for_pid[n]=value;
n++;
}
for (float value : HTCC_adcs) {
vars_for_pid[n]=value/35000;
n++;
}
return vars_for_pid;
}
//38 floating-point values
public float[] get_vars_forpid_wSF(){
float[] vars_for_pid = new float[38];
vars_for_pid[0]=PCAL_energy_fcf/150000;
vars_for_pid[1]=ECIN_energy_fcf/150000;
vars_for_pid[2]=ECOUT_energy_fcf/150000;
vars_for_pid[3]=PCALLU_fcf/500;
vars_for_pid[4]=PCALLV_fcf/500;
vars_for_pid[5]=PCALLW_fcf/500;
vars_for_pid[6]=ECINLU_fcf/500;
vars_for_pid[7]=ECINLV_fcf/500;
vars_for_pid[8]=ECINLW_fcf/500;
vars_for_pid[9]=ECOUTLU_fcf/500;
vars_for_pid[10]=ECOUTLV_fcf/500;
vars_for_pid[11]=ECOUTLW_fcf/500;
vars_for_pid[12]=PCALDU_fcf/7;
vars_for_pid[13]=PCALDV_fcf/7;
vars_for_pid[14]=PCALDW_fcf/7;
vars_for_pid[15]=ECINDU_fcf/7;
vars_for_pid[16]=ECINDV_fcf/7;
vars_for_pid[17]=ECINDW_fcf/7;
vars_for_pid[18]=ECOUTDU_fcf/7;
vars_for_pid[19]=ECOUTDV_fcf/7;
vars_for_pid[20]=ECOUTDW_fcf/7;
vars_for_pid[21]=PCAL_energy_fcf/(150000*Pred_P);
vars_for_pid[22]=ECIN_energy_fcf/(150000*Pred_P);
vars_for_pid[23]=ECOUT_energy_fcf/(150000*Pred_P);
int n=24;
for (float value : track_clusters) {
vars_for_pid[n]=value;
n++;
}
for (float value : HTCC_adcs) {
vars_for_pid[n]=value/35000;
n++;
}
return vars_for_pid;
}
//38 floating-point values
public float[] get_vars_forpid_wHTCCPred_wSF(){
float[] vars_for_pid = new float[31];
vars_for_pid[0]=PCAL_energy_fcf/150000;
vars_for_pid[1]=ECIN_energy_fcf/150000;
vars_for_pid[2]=ECOUT_energy_fcf/150000;
vars_for_pid[3]=PCALLU_fcf/500;
vars_for_pid[4]=PCALLV_fcf/500;
vars_for_pid[5]=PCALLW_fcf/500;
vars_for_pid[6]=ECINLU_fcf/500;
vars_for_pid[7]=ECINLV_fcf/500;
vars_for_pid[8]=ECINLW_fcf/500;
vars_for_pid[9]=ECOUTLU_fcf/500;
vars_for_pid[10]=ECOUTLV_fcf/500;
vars_for_pid[11]=ECOUTLW_fcf/500;
vars_for_pid[12]=PCALDU_fcf/7;
vars_for_pid[13]=PCALDV_fcf/7;
vars_for_pid[14]=PCALDW_fcf/7;
vars_for_pid[15]=ECINDU_fcf/7;
vars_for_pid[16]=ECINDV_fcf/7;
vars_for_pid[17]=ECINDW_fcf/7;
vars_for_pid[18]=ECOUTDU_fcf/7;
vars_for_pid[19]=ECOUTDV_fcf/7;
vars_for_pid[20]=ECOUTDW_fcf/7;
vars_for_pid[21]=PCAL_energy_fcf/(150000*Pred_P);
vars_for_pid[22]=ECIN_energy_fcf/(150000*Pred_P);
vars_for_pid[23]=ECOUT_energy_fcf/(150000*Pred_P);
int n=24;
for (float value : track_clusters) {
vars_for_pid[n]=value;
n++;
}
vars_for_pid[30]=(float) Pred_Nphe/50;
return vars_for_pid;
}
//35 floating-point values and 6 integer values...
public float[] get_vars_forpid_noTrack(){
float[] vars_for_pid = new float[32];
vars_for_pid[0]=PCAL_energy_fcf/150000;
vars_for_pid[1]=ECIN_energy_fcf/150000;
vars_for_pid[2]=ECOUT_energy_fcf/150000;
vars_for_pid[3]=PCALLU_fcf/500;
vars_for_pid[4]=PCALLV_fcf/500;
vars_for_pid[5]=PCALLW_fcf/500;
vars_for_pid[6]=ECINLU_fcf/500;
vars_for_pid[7]=ECINLV_fcf/500;
vars_for_pid[8]=ECINLW_fcf/500;
vars_for_pid[9]=ECOUTLU_fcf/500;
vars_for_pid[10]=ECOUTLV_fcf/500;
vars_for_pid[11]=ECOUTLW_fcf/500;
vars_for_pid[12]=PCALDU_fcf/7;
vars_for_pid[13]=PCALDV_fcf/7;
vars_for_pid[14]=PCALDW_fcf/7;
vars_for_pid[15]=ECINDU_fcf/7;
vars_for_pid[16]=ECINDV_fcf/7;
vars_for_pid[17]=ECINDW_fcf/7;
vars_for_pid[18]=ECOUTDU_fcf/7;
vars_for_pid[19]=ECOUTDV_fcf/7;
vars_for_pid[20]=ECOUTDW_fcf/7;
int n=21;
for (float value : HTCC_adcs) {
vars_for_pid[n]=value/35000;
n++;
}
//add Momentum theta phi for pred
vars_for_pid[n]=Pred_P/10;
n++;
vars_for_pid[n]=Pred_Theta;
n++;
vars_for_pid[n]=(Pred_Phi+(float)3.5)/((float)7.);
n++;
return vars_for_pid;
}
public String get_csv_cf_out(){
StringBuilder csvLineBuilder = new StringBuilder();
// Append values from track_clusters array to the StringBuilder
for (float value : track_clusters) {
csvLineBuilder.append(String.format("%.6f,", value));
}
// 9 first values of CF_out are the calorimeter Ls
for (int i=0;i<9;i++) {
csvLineBuilder.append(String.format("%.6f,", CF_out[i]/500)); //500 using LU/LV/LW
}
//next two values are FTOF comp and path
csvLineBuilder.append(String.format("%.6f,", FTOF_comp/62));
csvLineBuilder.append(String.format("%.6f,", FTOF_path/1000));
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", P, Theta*(180.0 / Math.PI), Phi*(180.0 / Math.PI)));
// Remove the trailing comma
csvLineBuilder.deleteCharAt(csvLineBuilder.length() - 1);
// Convert StringBuilder to String
return csvLineBuilder.toString();
}
public String get_csv_cf_out_onlyFTOF(){
StringBuilder csvLineBuilder = new StringBuilder();
// Append values from track_clusters array to the StringBuilder
for (float value : track_clusters) {
csvLineBuilder.append(String.format("%.6f,", value));
}
//next two values are FTOF comp and path
csvLineBuilder.append(String.format("%.6f,", FTOF_comp/62));
csvLineBuilder.append(String.format("%.6f,", FTOF_path/1000));
csvLineBuilder.append(String.format("%.6f,", FTOF_time/500));
// Remove the trailing comma
csvLineBuilder.deleteCharAt(csvLineBuilder.length() - 1);
// Convert StringBuilder to String
return csvLineBuilder.toString();
}
public String get_csv_htcc_out(){
StringBuilder csvLineBuilder = new StringBuilder();
// Append values from track_clusters array to the StringBuilder
for (float value : track_clusters) {
csvLineBuilder.append(String.format("%.6f,", value));
}
for (double value : HTCC_adcs_ms) {
csvLineBuilder.append(String.format("%.6f,",value/35000));
}
//next values is NPHE to predict
csvLineBuilder.append(String.format("%.6f,", Nphe/50));
//P THeta Phi to bin
csvLineBuilder.append(String.format("%.6f,%.6f,%.6f,", P, Theta*(180.0 / Math.PI), Phi*(180.0 / Math.PI)));
// Remove the trailing comma
csvLineBuilder.deleteCharAt(csvLineBuilder.length() - 1);
// Convert StringBuilder to String
return csvLineBuilder.toString();
}
//30 floating-point values