1 |
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2 | #include "CT1EgyEst.C"
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3 |
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4 | void InitBinnings(MParList *plist)
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5 | {
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6 | gLog << "InitBinnings" << endl;
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7 |
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8 | MBinning *binse = new MBinning("BinningE");
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9 | //binse->SetEdgesLog(30, 1.0e2, 1.0e5);
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10 | binse->SetEdges(30, 2, 5);
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11 | plist->AddToList(binse);
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12 |
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13 | MBinning *binssize = new MBinning("BinningSize");
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14 | binssize->SetEdgesLog(50, 10, 1.0e5);
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15 | plist->AddToList(binssize);
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16 |
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17 | MBinning *binsdistc = new MBinning("BinningDist");
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18 | binsdistc->SetEdges(50, 0, 1.4);
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19 | plist->AddToList(binsdistc);
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20 |
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21 | MBinning *binswidth = new MBinning("BinningWidth");
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22 | binswidth->SetEdges(50, 0, 1.0);
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23 | plist->AddToList(binswidth);
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24 |
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25 | MBinning *binslength = new MBinning("BinningLength");
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26 | binslength->SetEdges(50, 0, 1.0);
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27 | plist->AddToList(binslength);
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28 |
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29 | MBinning *binsalpha = new MBinning("BinningAlpha");
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30 | binsalpha->SetEdges(100, -100, 100);
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31 | plist->AddToList(binsalpha);
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32 |
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33 | MBinning *binsasym = new MBinning("BinningAsym");
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34 | binsasym->SetEdges(50, -1.5, 1.5);
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35 | plist->AddToList(binsasym);
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36 |
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37 | MBinning *binsm3l = new MBinning("BinningM3Long");
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38 | binsm3l->SetEdges(50, -1.5, 1.5);
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39 | plist->AddToList(binsm3l);
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40 |
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41 | MBinning *binsm3t = new MBinning("BinningM3Trans");
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42 | binsm3t->SetEdges(50, -1.5, 1.5);
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43 | plist->AddToList(binsm3t);
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44 |
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45 |
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46 | //.....
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47 | MBinning *binsb = new MBinning("BinningSigmabar");
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48 | binsb->SetEdges( 100, 0.0, 5.0);
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49 | plist->AddToList(binsb);
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50 |
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51 | MBinning *binth = new MBinning("BinningTheta");
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52 | Double_t yedge[9] =
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53 | {0.0, 17.5, 23.5, 29.5, 35.5, 42., 50., 60., 70.};
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54 | TArrayD yed(9,yedge);
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55 | binth->SetEdges(yed);
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56 | plist->AddToList(binth);
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57 |
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58 | MBinning *bincosth = new MBinning("BinningCosTheta");
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59 | Double_t zedge[9];
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60 | for (Int_t i=0; i<9; i++)
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61 | {
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62 | zedge[8-i] = cos(yedge[i]/kRad2Deg);
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63 | }
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64 | TArrayD zed(9,zedge);
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65 | bincosth->SetEdges(zed);
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66 | plist->AddToList(bincosth);
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67 |
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68 | MBinning *binsdiff = new MBinning("BinningDiffsigma2");
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69 | binsdiff->SetEdges(100, -5.0, 20.0);
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70 | plist->AddToList(binsdiff);
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71 | }
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72 |
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73 | void DeleteBinnings(MParList *plist)
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74 | {
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75 | gLog << "DeleteBinnings" << endl;
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76 |
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77 | if (!plist)
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78 | {
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79 | gLog << "Deletebinnins : MParlist no longer existing" << endl;
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80 | return;
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81 | }
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82 |
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83 | TObject *bin;
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84 |
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85 | bin = plist->FindObject("BinningSize");
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86 | if (bin) delete bin;
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87 |
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88 | bin = plist->FindObject("BinningDist");
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89 | if (bin) delete bin;
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90 |
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91 | bin = plist->FindObject("BinningWidth");
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92 | if (bin) delete bin;
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93 |
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94 | bin = plist->FindObject("BinningLength");
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95 | if (bin) delete bin;
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96 |
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97 | bin = plist->FindObject("BinningAlpha");
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98 | if (bin) delete bin;
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99 |
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100 | bin = plist->FindObject("BinningAsym");
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101 | if (bin) delete bin;
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102 |
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103 | bin = plist->FindObject("BinningM3Long");
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104 | if (bin) delete bin;
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105 |
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106 | bin = plist->FindObject("BinningM3Trans");
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107 | if (bin) delete bin;
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108 |
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109 | //.....
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110 | bin = plist->FindObject("BinningSigmabar");
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111 | if (bin) delete bin;
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112 |
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113 | bin = plist->FindObject("BinningTheta");
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114 | if (bin) delete bin;
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115 |
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116 | bin = plist->FindObject("BinningCosTheta");
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117 | if (bin) delete bin;
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118 |
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119 | bin = plist->FindObject("BinningDiffsigma2");
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120 | if (bin) delete bin;
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121 |
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122 | gLog << "exit DeleteBinnings" << endl;
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123 | }
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124 |
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125 | //************************************************************************
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126 | void ONOFFCT1Analysis()
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127 | {
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128 | gLog.SetNoColors();
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129 |
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130 | if (gRandom)
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131 | delete gRandom;
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132 | gRandom = new TRandom3(0);
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133 |
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134 | //-----------------------------------------------
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135 | const char *offfile = "~magican/ct1test/wittek/offdata.preproc";
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136 |
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137 | //const char *onfile = "~magican/ct1test/wittek/mkn421_on.preproc";
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138 | const char *onfile = "~magican/ct1test/wittek/mkn421_00-01";
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139 |
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140 | const char *mcfile = "~magican/ct1test/wittek/mkn421_mc_pedrms_0.001.preproc";
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141 | //-----------------------------------------------
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142 |
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143 | // path for input for Mars
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144 | TString inPath = "~magican/ct1test/wittek/marsoutput/optionC/";
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145 |
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146 | // path for output from Mars
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147 | TString outPath = "~magican/ct1test/wittek/marsoutput/optionC/";
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148 |
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149 | //-----------------------------------------------
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150 |
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151 | TEnv env("macros/CT1env.rc");
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152 | Bool_t printEnv = kFALSE;
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153 |
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154 | //************************************************************************
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155 |
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156 | // Job A :
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157 | // - produce MHSigmaTheta plots for ON and OFF data
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158 | // - write out (or read in) these MHSigmaTheta plots
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159 | // - read ON (or OFF or MC) data
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160 | // - pad the events;
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161 | // - write root file for ON (or OFF or MC) data (ON1.root, ...);
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162 |
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163 | Bool_t JobA = kTRUE;
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164 | Bool_t WPad = kTRUE; // write out padding histograms ?
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165 | Bool_t RPad = kFALSE; // read in padding histograms ?
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166 | Bool_t Wout = kFALSE; // write out root file ON1.root
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167 | // (or OFF1.root or MC1.root)?
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168 |
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169 | // Job B_NN_UP : read ON1.root (OFF1.root or MC1.root) file
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170 | // - depending on RlookNN : create (or read in) hadron and gamma matrix
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171 | // - calculate hadroness for method of NEAREST NEIGHBORS
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172 | // - update the input files with the hadroness (ON1.root, OFF1.root
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173 | // or MC1.root)
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174 |
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175 | Bool_t JobB_NN_UP = kFALSE;
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176 | Bool_t RLookNN = kFALSE; // read in look-alike events
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177 | Bool_t WNN = kFALSE; // update input root file ?
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178 |
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179 |
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180 | // Job B_RF_UP : read ON1.root (OFF1.root or MC1.root) file
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181 | // - depending on RLook : create (or read in) hadron and gamma matrix
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182 | // - depending on RTree : create (or read in) trees
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183 | // - calculate hadroness for method of RANDOM FOREST
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184 | // and for the SUPERCUTS
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185 | // - update the input files with the hadronesses (ON1.root, OFF1.root
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186 | // or MC1.root)
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187 |
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188 | Bool_t JobB_RF_UP = kFALSE;
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189 | Bool_t RLookRF = kFALSE; // read in look-alike events
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190 | Bool_t RTree = kFALSE; // read in trees
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191 | Bool_t WRF = kFALSE; // update input root file ?
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192 |
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193 |
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194 |
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195 | // Job C:
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196 | // - read ON1.root and MC1.root files
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197 | // which should have been updated to contain the hadronnesses
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198 | // for the method of
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199 | // NEAREST NEIGHBORS
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200 | // SUPERCUTS and
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201 | // RF
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202 | // - produce Neyman-Pearson plots
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203 |
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204 | Bool_t JobC = kFALSE;
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205 |
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206 |
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207 | // Job D :
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208 | // - select g/h separation method XX
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209 | // - read ON2 (or MC2) root file
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210 | // - apply cuts in hadronness
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211 | // - make plots
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212 |
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213 | Bool_t JobD = kFALSE;
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214 |
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215 |
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216 |
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217 | // Job E_EST_UP :
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218 | // - read MC1.root file
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219 | // - select g/h separation method XX
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220 | // - optimize energy estimation for events passing the final cuts
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221 | // - write parameters of energy estimator onto file
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222 | // - update ON1.root, OFF1.root and MC1.root files with estimated energy
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223 | // (ON_XX1.root, OFF_XX1.root and MC_XX1.root)
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224 |
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225 | Bool_t JobE_EST_UP = kFALSE;
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226 | Bool_t WESTUP = kFALSE; // update root files ?
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227 |
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228 |
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229 |
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230 | // Job F_XX :
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231 | // - select g/h separation method XX
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232 | // - read MC_XX2.root file
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233 | // - calculate eff. collection area
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234 | // - read ON_XX2.root file
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235 | // - apply final cuts
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236 | // - calculate flux
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237 | // - write root file for ON data after final cuts (ON3.root))
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238 |
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239 | Bool_t JobF_XX = kFALSE;
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240 | Bool_t WXX = kFALSE; // write out root file ON3.root ?
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241 |
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242 |
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243 | //************************************************************************
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244 |
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245 |
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246 | //---------------------------------------------------------------------
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247 | // Job A
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248 | //=========
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249 | // read ON data file
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250 |
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251 | // - produce the 2D-histogram "sigmabar versus Theta"
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252 | // (SigmaTheta_ON.root) for ON data
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253 | // (to be used for the padding of the MC gamma data)
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254 |
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255 | // - write a file of ON events (ON1.root)
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256 | // (after the standard cuts, before the g/h separation)
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257 | // (to be used together with the corresponding MC gamma file (MC1.root)
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258 | // for the optimization of the g/h separation)
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259 |
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260 |
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261 | if (JobA)
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262 | {
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263 | gLog << "=====================================================" << endl;
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264 | gLog << "Macro CT1Analysis : Start of Job A" << endl;
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265 | gLog << "" << endl;
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266 | gLog << "Macro CT1Analysis : JobA, WPad, RPad, Wout = "
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267 | << JobA << ", " << WPad << ", " << RPad << ", " << Wout << endl;
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268 |
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269 |
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270 | //--------------------------------------------------
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271 | // names of ON and OFF files to be read
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272 | // for generating the histograms to be used in the padding
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273 | TString fileON = onfile;
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274 | TString fileOFF = offfile;
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275 | gLog << "fileON, fileOFF = " << fileON << ", " << fileOFF << endl;
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276 |
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277 | // name of file to conatin the histograms for the padding
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278 | TString outNameSigTh = outPath;
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279 | outNameSigTh += "SigmaTheta";
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280 | outNameSigTh += ".root";
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281 |
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282 | //--------------------------------------------------
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283 | // type of data to be padded
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284 | TString typeInput = "ON";
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285 | //TString typeInput = "OFF";
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286 | //TString typeInput = "MC";
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287 | gLog << "typeInput = " << typeInput << endl;
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288 |
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289 |
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290 | // name of input root file
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291 | if (typeInput == "ON")
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292 | TString filenamein(onfile);
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293 | else if (typeInput == "OFF")
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294 | TString filenamein(offfile);
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295 | else if (typeInput == "MC")
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296 | TString filenamein(mcfile);
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297 | gLog << "data to be padded : " << filenamein << endl;
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298 |
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299 | // name of output root file
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300 | TString outNameImage = outPath;
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301 | outNameImage += typeInput;
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302 | outNameImage += "1.root";
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303 | gLog << "padded data to be written onto : " << outNameImage << endl;
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304 |
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305 | //--------------------------------------------------
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306 |
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307 | //************************************************************
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308 | // generate histograms to be used in the padding
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309 | //
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310 | // read ON and OFF data files
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311 | // generate (or read in) the padding histograms for ON and OFF data
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312 | // and merge these histograms
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313 |
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314 | MCT1PadONOFF pad;
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315 | pad.SetName("MCT1PadONOFF");
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316 | pad.SetPadFlag(1);
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317 | pad.SetDataType(typeInput);
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318 |
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319 | // generate the padding histograms
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320 | if (!RPad)
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321 | {
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322 | gLog << "=====================================================" << endl;
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323 | gLog << "Start generating the padding histograms" << endl;
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324 | //-----------------------------------------
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325 | // ON events
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326 |
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327 | gLog << "-----------" << endl;
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328 | gLog << "ON events :" << endl;
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329 | gLog << "-----------" << endl;
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330 |
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331 | MTaskList tliston;
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332 | MParList pliston;
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333 |
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334 | MCT1ReadPreProc readON(fileON);
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335 |
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336 | MFCT1SelBasic selthetaon;
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337 | selthetaon.SetCuts(-100.0, 29.5, 35.5);
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338 | MContinue contthetaon(&selthetaon);
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339 |
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340 | MBlindPixelCalc blindon;
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341 | blindon.SetUseBlindPixels();
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342 |
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343 | MFCT1SelBasic selbasicon;
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344 | MContinue contbasicon(&selbasicon);
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345 |
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346 | MHBlindPixels blindON("BlindPixelsON");
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347 | MFillH fillblindON("BlindPixelsON[MHBlindPixels]", "MBlindPixels");
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348 |
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349 | MSigmabarCalc sigbarcalcon;
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350 |
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351 | MHSigmaTheta sigthON("SigmaThetaON");
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352 | MFillH fillsigthetaON ("SigmaThetaON[MHSigmaTheta]", "MMcEvt");
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353 |
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354 | //*****************************
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355 | // entries in MParList
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356 |
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357 | pliston.AddToList(&tliston);
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358 | InitBinnings(&pliston);
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359 | pliston.AddToList(&blindON);
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360 | pliston.AddToList(&sigthON);
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361 |
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362 |
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363 | //*****************************
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364 | // entries in MTaskList
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365 |
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366 | tliston.AddToList(&readON);
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367 | //tliston.AddToList(&contthetaon);
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368 |
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369 | tliston.AddToList(&blindon);
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370 |
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371 | tliston.AddToList(&contbasicon);
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372 | tliston.AddToList(&fillblindON);
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373 | tliston.AddToList(&sigbarcalcon);
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374 | tliston.AddToList(&fillsigthetaON);
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375 |
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376 | MProgressBar baron;
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377 | MEvtLoop evtloopon;
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378 | evtloopon.SetParList(&pliston);
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379 | evtloopon.SetProgressBar(&baron);
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380 |
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381 | Int_t maxeventson = -1;
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382 | //Int_t maxeventson = 20000;
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383 | if ( !evtloopon.Eventloop(maxeventson) )
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384 | return;
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385 |
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386 | tliston.PrintStatistics(0, kTRUE);
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387 |
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388 | blindON.DrawClone();
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389 | sigthON.DrawClone();
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390 |
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391 | // save the histograms for the padding
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392 | TH2D *sigthon = sigthON.GetSigmaTheta();
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393 | TH3D *sigpixthon = sigthON.GetSigmaPixTheta();
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394 | TH3D *diffpixthon = sigthON.GetDiffPixTheta();
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395 |
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396 | TH2D *blindidthon = blindON.GetBlindId();
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397 | TH2D *blindnthon = blindON.GetBlindN();
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398 |
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399 | //-----------------------------------------
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400 | // OFF events
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401 |
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402 | gLog << "------------" << endl;
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403 | gLog << "OFF events :" << endl;
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404 | gLog << "------------" << endl;
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405 |
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406 | MTaskList tlistoff;
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407 | MParList plistoff;
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408 |
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409 | MCT1ReadPreProc readOFF(fileOFF);
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410 |
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411 | MFCT1SelBasic selthetaoff;
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412 | selthetaoff.SetCuts(-100.0, 29.5, 35.5);
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413 | MContinue contthetaoff(&selthetaoff);
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414 |
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415 | MBlindPixelCalc blindoff;
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416 | blindoff.SetUseBlindPixels();
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417 |
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418 | MFCT1SelBasic selbasicoff;
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419 | MContinue contbasicoff(&selbasicoff);
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420 |
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421 | MHBlindPixels blindOFF("BlindPixelsOFF");
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422 | MHBlindPixels *pblindOFF = &blindOFF;
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423 | gLog << "pblindOFF = " << pblindOFF << endl;
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424 |
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425 | MFillH fillblindOFF("BlindPixelsOFF[MHBlindPixels]", "MBlindPixels");
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426 |
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427 | MSigmabarCalc sigbarcalcoff;
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428 |
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429 | MHSigmaTheta sigthOFF("SigmaThetaOFF");
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430 | MFillH fillsigthetaOFF ("SigmaThetaOFF[MHSigmaTheta]", "MMcEvt");
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431 |
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432 | //*****************************
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433 | // entries in MParList
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434 |
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435 | plistoff.AddToList(&tlistoff);
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436 | InitBinnings(&plistoff);
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437 | plistoff.AddToList(&blindOFF);
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438 | plistoff.AddToList(&sigthOFF);
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439 |
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440 |
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441 | //*****************************
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442 | // entries in MTaskList
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443 |
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444 | tlistoff.AddToList(&readOFF);
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445 | //tlistoff.AddToList(&contthetaoff);
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446 |
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447 | tlistoff.AddToList(&blindoff);
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448 |
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449 | tlistoff.AddToList(&contbasicoff);
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450 | tlistoff.AddToList(&fillblindOFF);
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451 | tlistoff.AddToList(&sigbarcalcoff);
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452 | tlistoff.AddToList(&fillsigthetaOFF);
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453 |
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454 | MProgressBar baroff;
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455 | MEvtLoop evtloopoff;
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456 | evtloopoff.SetParList(&plistoff);
|
---|
457 | evtloopoff.SetProgressBar(&baroff);
|
---|
458 |
|
---|
459 | Int_t maxeventsoff = -1;
|
---|
460 | //Int_t maxeventsoff = 20000;
|
---|
461 | if ( !evtloopoff.Eventloop(maxeventsoff) )
|
---|
462 | return;
|
---|
463 |
|
---|
464 | tlistoff.PrintStatistics(0, kTRUE);
|
---|
465 |
|
---|
466 | blindOFF.DrawClone();
|
---|
467 | sigthOFF.DrawClone();
|
---|
468 |
|
---|
469 | // save the histograms for the padding
|
---|
470 | TH2D *sigthoff = sigthOFF.GetSigmaTheta();
|
---|
471 | TH3D *sigpixthoff = sigthOFF.GetSigmaPixTheta();
|
---|
472 | TH3D *diffpixthoff = sigthOFF.GetDiffPixTheta();
|
---|
473 |
|
---|
474 | TH2D *blindidthoff = blindOFF.GetBlindId();
|
---|
475 | TH2D *blindnthoff = blindOFF.GetBlindN();
|
---|
476 |
|
---|
477 |
|
---|
478 | //-----------------------------------------
|
---|
479 |
|
---|
480 | gLog << "End of generating the padding histograms" << endl;
|
---|
481 | gLog << "=====================================================" << endl;
|
---|
482 |
|
---|
483 | pad.MergeHistograms(sigthon, sigthoff,
|
---|
484 | sigpixthon, sigpixthoff,
|
---|
485 | diffpixthon, diffpixthoff,
|
---|
486 | blindidthon, blindidthoff,
|
---|
487 | blindnthon, blindnthoff);
|
---|
488 |
|
---|
489 | if (WPad)
|
---|
490 | {
|
---|
491 | // write the padding histograms onto a file ---------
|
---|
492 | pad.WriteTargetDist(outNameSigTh);
|
---|
493 | }
|
---|
494 | }
|
---|
495 |
|
---|
496 | // read the padding histograms ---------------------------
|
---|
497 | if (RPad)
|
---|
498 | {
|
---|
499 | pad.ReadTargetDist(outNameSigTh);
|
---|
500 | }
|
---|
501 |
|
---|
502 |
|
---|
503 | //************************************************************
|
---|
504 |
|
---|
505 | if (Wout)
|
---|
506 | {
|
---|
507 | gLog << "=====================================================" << endl;
|
---|
508 | gLog << "Start the padding" << endl;
|
---|
509 |
|
---|
510 | //-----------------------------------------------------------
|
---|
511 | MTaskList tliston;
|
---|
512 | MParList pliston;
|
---|
513 |
|
---|
514 | char *sourceName = "MSrcPosCam";
|
---|
515 | MSrcPosCam source(sourceName);
|
---|
516 |
|
---|
517 | // geometry is needed in MHHillas... classes
|
---|
518 | MGeomCam *fGeom =
|
---|
519 | (MGeomCam*)pliston->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
520 |
|
---|
521 | //-------------------------------------------
|
---|
522 | // create the tasks which should be executed
|
---|
523 | //
|
---|
524 |
|
---|
525 | MCT1ReadPreProc read(filenamein);
|
---|
526 |
|
---|
527 | MFCT1SelBasic seltheta;
|
---|
528 | seltheta.SetCuts(-100.0, 29.5, 35.5);
|
---|
529 | MContinue conttheta(&seltheta);
|
---|
530 |
|
---|
531 | if (typeInput == "ON")
|
---|
532 | {
|
---|
533 | MCT1PointingCorrCalc pointcorr(sourceName, "MCT1PointingCorrCalc",
|
---|
534 | "MCT1PointingCorrCalc");
|
---|
535 | }
|
---|
536 |
|
---|
537 | MBlindPixelCalc blindbeforepad;
|
---|
538 | blindbeforepad.SetUseBlindPixels();
|
---|
539 | blindbeforepad.SetName("BlindBeforePadding");
|
---|
540 |
|
---|
541 | MBlindPixelCalc blind;
|
---|
542 | blind.SetUseBlindPixels();
|
---|
543 | blind.SetName("BlindAfterPadding");
|
---|
544 |
|
---|
545 | MFCT1SelBasic selbasic;
|
---|
546 | MContinue contbasic(&selbasic);
|
---|
547 | contbasic.SetName("SelBasic");
|
---|
548 |
|
---|
549 | MFillH fillblind("BlindPixels[MHBlindPixels]", "MBlindPixels");
|
---|
550 | fillblind.SetName("HBlind");
|
---|
551 |
|
---|
552 | MSigmabarCalc sigbarcalc;
|
---|
553 |
|
---|
554 | MFillH fillsigtheta ("SigmaTheta[MHSigmaTheta]", "MMcEvt");
|
---|
555 | fillsigtheta.SetName("HSigmaTheta");
|
---|
556 |
|
---|
557 | MImgCleanStd clean;
|
---|
558 |
|
---|
559 |
|
---|
560 | // calculation of image parameters ---------------------
|
---|
561 | TString fHilName = "MHillas";
|
---|
562 | TString fHilNameExt = "MHillasExt";
|
---|
563 | TString fHilNameSrc = "MHillasSrc";
|
---|
564 | TString fImgParName = "MNewImagePar";
|
---|
565 |
|
---|
566 | MHillasCalc hcalc;
|
---|
567 | hcalc.SetNameHillas(fHilName);
|
---|
568 | hcalc.SetNameHillasExt(fHilNameExt);
|
---|
569 | hcalc.SetNameNewImgPar(fImgParName);
|
---|
570 |
|
---|
571 | MHillasSrcCalc hsrccalc(sourceName, fHilNameSrc);
|
---|
572 | hsrccalc.SetInput(fHilName);
|
---|
573 |
|
---|
574 | MFillH hfill1("MHHillas", fHilName);
|
---|
575 | hfill1.SetName("HHillas");
|
---|
576 |
|
---|
577 | MFillH hfill2("MHStarMap", fHilName);
|
---|
578 | hfill2.SetName("HStarMap");
|
---|
579 |
|
---|
580 | MFillH hfill3("MHHillasExt", fHilNameSrc);
|
---|
581 | hfill3.SetName("HHillasExt");
|
---|
582 |
|
---|
583 | MFillH hfill4("MHHillasSrc", fHilNameSrc);
|
---|
584 | hfill4.SetName("HHillasSrc");
|
---|
585 |
|
---|
586 | MFillH hfill5("MHNewImagePar", fImgParName);
|
---|
587 | hfill5.SetName("HNewImagePar");
|
---|
588 | // --------------------------------------------------
|
---|
589 |
|
---|
590 | MFCT1SelStandard selstandard(fHilNameSrc);
|
---|
591 | selstandard.SetHillasName(fHilName);
|
---|
592 | selstandard.SetImgParName(fImgParName);
|
---|
593 | selstandard.SetCuts(92, 4, 60, 0.4, 1.05, 0.0, 0.0);
|
---|
594 | MContinue contstandard(&selstandard);
|
---|
595 | contstandard.SetName("SelStandard");
|
---|
596 |
|
---|
597 |
|
---|
598 | MWriteRootFile write(outNameImage);
|
---|
599 |
|
---|
600 | write.AddContainer("MRawRunHeader", "RunHeaders");
|
---|
601 | write.AddContainer("MTime", "Events");
|
---|
602 | write.AddContainer("MMcEvt", "Events");
|
---|
603 | write.AddContainer("ThetaOrig", "Events");
|
---|
604 | write.AddContainer("MSrcPosCam", "Events");
|
---|
605 | write.AddContainer("MSigmabar", "Events");
|
---|
606 | write.AddContainer("MHillas", "Events");
|
---|
607 | write.AddContainer("MHillasExt", "Events");
|
---|
608 | write.AddContainer("MHillasSrc", "Events");
|
---|
609 | write.AddContainer("MNewImagePar", "Events");
|
---|
610 |
|
---|
611 |
|
---|
612 | //*****************************
|
---|
613 | // entries in MParList
|
---|
614 |
|
---|
615 | pliston.AddToList(&tliston);
|
---|
616 | InitBinnings(&pliston);
|
---|
617 |
|
---|
618 | pliston.AddToList(&source);
|
---|
619 |
|
---|
620 |
|
---|
621 | //*****************************
|
---|
622 | // entries in MTaskList
|
---|
623 |
|
---|
624 | tliston.AddToList(&read);
|
---|
625 | //tliston.AddToList(&conttheta);
|
---|
626 |
|
---|
627 | tliston.AddToList(&blindbeforepad);
|
---|
628 | tliston.AddToList(&pad);
|
---|
629 | if (typeInput == "ON")
|
---|
630 | tliston.AddToList(&pointcorr);
|
---|
631 | tliston.AddToList(&blind);
|
---|
632 |
|
---|
633 | tliston.AddToList(&contbasic);
|
---|
634 | tliston.AddToList(&fillblind);
|
---|
635 | tliston.AddToList(&sigbarcalc);
|
---|
636 | tliston.AddToList(&fillsigtheta);
|
---|
637 | tliston.AddToList(&clean);
|
---|
638 |
|
---|
639 | tliston.AddToList(&hcalc);
|
---|
640 | tliston.AddToList(&hsrccalc);
|
---|
641 |
|
---|
642 | tliston.AddToList(&hfill1);
|
---|
643 | tliston.AddToList(&hfill2);
|
---|
644 | tliston.AddToList(&hfill3);
|
---|
645 | tliston.AddToList(&hfill4);
|
---|
646 | tliston.AddToList(&hfill5);
|
---|
647 |
|
---|
648 | tliston.AddToList(&contstandard);
|
---|
649 | tliston.AddToList(&write);
|
---|
650 |
|
---|
651 | //*****************************
|
---|
652 |
|
---|
653 | //-------------------------------------------
|
---|
654 | // Execute event loop
|
---|
655 | //
|
---|
656 | MProgressBar bar;
|
---|
657 | MEvtLoop evtloop;
|
---|
658 | evtloop.SetParList(&pliston);
|
---|
659 | evtloop.ReadEnv(env, "", printEnv);
|
---|
660 | evtloop.SetProgressBar(&bar);
|
---|
661 | // evtloop.Write();
|
---|
662 |
|
---|
663 | Int_t maxevents = -1;
|
---|
664 | //Int_t maxevents = 1000;
|
---|
665 | if ( !evtloop.Eventloop(maxevents) )
|
---|
666 | return;
|
---|
667 |
|
---|
668 | tliston.PrintStatistics(0, kTRUE);
|
---|
669 |
|
---|
670 |
|
---|
671 | //-------------------------------------------
|
---|
672 | // Display the histograms
|
---|
673 |
|
---|
674 | pliston.FindObject("SigmaTheta", "MHSigmaTheta")->DrawClone();
|
---|
675 | pliston.FindObject("BlindPixels", "MHBlindPixels")->DrawClone();
|
---|
676 |
|
---|
677 | pliston.FindObject("MHHillas")->DrawClone();
|
---|
678 | pliston.FindObject("MHHillasExt")->DrawClone();
|
---|
679 | pliston.FindObject("MHHillasSrc")->DrawClone();
|
---|
680 | pliston.FindObject("MHNewImagePar")->DrawClone();
|
---|
681 | pliston.FindObject("MHStarMap")->DrawClone();
|
---|
682 |
|
---|
683 | DeleteBinnings(&pliston);
|
---|
684 |
|
---|
685 | gLog << "End of padding" << endl;
|
---|
686 | gLog << "=====================================================" << endl;
|
---|
687 | }
|
---|
688 |
|
---|
689 |
|
---|
690 | gLog << "Macro CT1Analysis : End of Job A" << endl;
|
---|
691 | gLog << "===================================================" << endl;
|
---|
692 | }
|
---|
693 |
|
---|
694 |
|
---|
695 |
|
---|
696 | //---------------------------------------------------------------------
|
---|
697 | // Job B_NN_UP
|
---|
698 | //============
|
---|
699 |
|
---|
700 | // - read in the matrices of look-alike events for gammas and hadrons
|
---|
701 |
|
---|
702 | // then read ON1.root (or MC1.root) file
|
---|
703 | //
|
---|
704 | // - calculate the hadroness for the method of nearest neighbors
|
---|
705 | //
|
---|
706 | // - update input root file, including the hadroness
|
---|
707 |
|
---|
708 |
|
---|
709 | if (JobB_NN_UP)
|
---|
710 | {
|
---|
711 | gLog << "=====================================================" << endl;
|
---|
712 | gLog << "Macro CT1Analysis : Start of Job B_NN_UP" << endl;
|
---|
713 |
|
---|
714 | gLog << "" << endl;
|
---|
715 | gLog << "Macro CT1Analysis : JobB_NN_UP, RLookNN, WNN = "
|
---|
716 | << JobB_NN_UP << ", " << RLookNN << ", " << WNN << endl;
|
---|
717 |
|
---|
718 |
|
---|
719 |
|
---|
720 | //--------------------------------------------
|
---|
721 | // file to be updated (ON, OFF or MC)
|
---|
722 |
|
---|
723 | //TString typeInput = "ON";
|
---|
724 | //TString typeInput = "OFF";
|
---|
725 | TString typeInput = "MC";
|
---|
726 | gLog << "typeInput = " << typeInput << endl;
|
---|
727 |
|
---|
728 | // name of input root file
|
---|
729 | TString filenameData = outPath;
|
---|
730 | filenameData += typeInput;
|
---|
731 | filenameData += "1.root";
|
---|
732 | gLog << "filenameData = " << filenameData << endl;
|
---|
733 |
|
---|
734 | // name of output root file
|
---|
735 | TString outNameImage = outPath;
|
---|
736 | outNameImage += typeInput;
|
---|
737 | outNameImage += "2.root";
|
---|
738 |
|
---|
739 | //TString outNameImage = filenameData;
|
---|
740 |
|
---|
741 | gLog << "outNameImage = " << outNameImage << endl;
|
---|
742 |
|
---|
743 | //--------------------------------------------
|
---|
744 | // files to be read for generating the look-alike events
|
---|
745 | // "hadrons" :
|
---|
746 | TString filenameHad = outPath;
|
---|
747 | filenameHad += "OFF";
|
---|
748 | filenameHad += "1.root";
|
---|
749 | Int_t howManyHadrons = 500000;
|
---|
750 | gLog << "filenameHad = " << filenameHad << ", howManyHadrons = "
|
---|
751 | << howManyHadrons << endl;
|
---|
752 |
|
---|
753 |
|
---|
754 | // "gammas" :
|
---|
755 | TString filenameMC = outPath;
|
---|
756 | filenameMC += "MC";
|
---|
757 | filenameMC += "1.root";
|
---|
758 | Int_t howManyGammas = 50000;
|
---|
759 | gLog << "filenameMC = " << filenameMC << ", howManyGammas = "
|
---|
760 | << howManyGammas << endl;
|
---|
761 |
|
---|
762 | //--------------------------------------------
|
---|
763 | // files of look-alike events
|
---|
764 |
|
---|
765 | TString outNameGammas = outPath;
|
---|
766 | outNameGammas += "matrix_gammas_";
|
---|
767 | outNameGammas += "MC";
|
---|
768 | outNameGammas += ".root";
|
---|
769 |
|
---|
770 | TString typeMatrixHadrons = "OFF";
|
---|
771 | gLog << "typeMatrixHadrons = " << typeMatrixHadrons << endl;
|
---|
772 |
|
---|
773 | TString outNameHadrons = outPath;
|
---|
774 | outNameHadrons += "matrix_hadrons_";
|
---|
775 | outNameHadrons += typeMatrixHadrons;
|
---|
776 | outNameHadrons += ".root";
|
---|
777 |
|
---|
778 |
|
---|
779 | MHMatrix matrixg("MatrixGammas");
|
---|
780 | MHMatrix matrixh("MatrixHadrons");
|
---|
781 |
|
---|
782 | //*************************************************************************
|
---|
783 | // read in matrices of look-alike events
|
---|
784 | if (RLookNN)
|
---|
785 | {
|
---|
786 | const char* mtxName = "MatrixGammas";
|
---|
787 |
|
---|
788 | gLog << "" << endl;
|
---|
789 | gLog << "========================================================" << endl;
|
---|
790 | gLog << "Get matrix for (gammas)" << endl;
|
---|
791 | gLog << "matrix name = " << mtxName << endl;
|
---|
792 | gLog << "name of root file = " << outNameGammas << endl;
|
---|
793 | gLog << "" << endl;
|
---|
794 |
|
---|
795 |
|
---|
796 | // read in the object with the name 'mtxName' from file 'outNameGammas'
|
---|
797 | //
|
---|
798 | TFile fileg(outNameGammas);
|
---|
799 |
|
---|
800 | matrixg.Read(mtxName);
|
---|
801 | matrixg.Print("cols");
|
---|
802 |
|
---|
803 |
|
---|
804 | //*****************************************************************
|
---|
805 |
|
---|
806 | const char* mtxName = "MatrixHadrons";
|
---|
807 |
|
---|
808 | gLog << "" << endl;
|
---|
809 | gLog << "========================================================" << endl;
|
---|
810 | gLog << " Get matrix for (hadrons)" << endl;
|
---|
811 | gLog << "matrix name = " << mtxName << endl;
|
---|
812 | gLog << "name of root file = " << outNameHadrons << endl;
|
---|
813 | gLog << "" << endl;
|
---|
814 |
|
---|
815 |
|
---|
816 | // read in the object with the name 'mtxName' from file 'outNameHadrons'
|
---|
817 | //
|
---|
818 | TFile fileh(outNameHadrons);
|
---|
819 |
|
---|
820 | matrixh.Read(mtxName);
|
---|
821 | matrixh.Print("cols");
|
---|
822 | }
|
---|
823 |
|
---|
824 |
|
---|
825 | //*************************************************************************
|
---|
826 | // create matrices of look-alike events
|
---|
827 | if (!RLookNN)
|
---|
828 | {
|
---|
829 | gLog << "" << endl;
|
---|
830 | gLog << "========================================================" << endl;
|
---|
831 | gLog << " Create matrices of look-alike events" << endl;
|
---|
832 | gLog << " Gammas :" << endl;
|
---|
833 |
|
---|
834 |
|
---|
835 | MParList plistg;
|
---|
836 | MTaskList tlistg;
|
---|
837 | MFilterList flistg;
|
---|
838 |
|
---|
839 | MParList plisth;
|
---|
840 | MTaskList tlisth;
|
---|
841 | MFilterList flisth;
|
---|
842 |
|
---|
843 | MReadMarsFile readg("Events", filenameMC);
|
---|
844 | readg.DisableAutoScheme();
|
---|
845 |
|
---|
846 | MReadMarsFile readh("Events", filenameHad);
|
---|
847 | readh.DisableAutoScheme();
|
---|
848 |
|
---|
849 | MFParticleId fgamma("MMcEvt", '=', kGAMMA);
|
---|
850 | fgamma.SetName("gammaID");
|
---|
851 | MFParticleId fhadrons("MMcEvt", '!', kGAMMA);
|
---|
852 | fhadrons.SetName("hadronID)");
|
---|
853 |
|
---|
854 | MFEventSelector selectorg;
|
---|
855 | selectorg.SetNumSelectEvts(howManyGammas);
|
---|
856 | selectorg.SetName("selectGammas");
|
---|
857 | MFEventSelector selectorh;
|
---|
858 | selectorh.SetNumSelectEvts(howManyHadrons);
|
---|
859 | selectorh.SetName("selectHadrons");
|
---|
860 |
|
---|
861 | MFillH fillmatg("MatrixGammas");
|
---|
862 | fillmatg.SetFilter(&flistg);
|
---|
863 | fillmatg.SetName("fillGammas");
|
---|
864 |
|
---|
865 | MFillH fillmath("MatrixHadrons");
|
---|
866 | fillmath.SetFilter(&flisth);
|
---|
867 | fillmath.SetName("fillHadrons");
|
---|
868 |
|
---|
869 |
|
---|
870 | //***************************** fill gammas ***
|
---|
871 | // entries in MFilterList
|
---|
872 |
|
---|
873 | flistg.AddToList(&fgamma);
|
---|
874 | flistg.AddToList(&selectorg);
|
---|
875 |
|
---|
876 | //*****************************
|
---|
877 | // entries in MParList
|
---|
878 |
|
---|
879 | plistg.AddToList(&tlistg);
|
---|
880 | InitBinnings(&plistg);
|
---|
881 |
|
---|
882 | plistg.AddToList(&matrixg);
|
---|
883 |
|
---|
884 | //*****************************
|
---|
885 | // entries in MTaskList
|
---|
886 |
|
---|
887 | tlistg.AddToList(&readg);
|
---|
888 | tlistg.AddToList(&flistg);
|
---|
889 | tlistg.AddToList(&fillmatg);
|
---|
890 |
|
---|
891 | //*****************************
|
---|
892 |
|
---|
893 | MProgressBar matrixbar;
|
---|
894 | MEvtLoop evtloopg;
|
---|
895 | evtloopg.SetParList(&plistg);
|
---|
896 | evtloopg.ReadEnv(env, "", printEnv);
|
---|
897 | evtloopg.SetProgressBar(&matrixbar);
|
---|
898 |
|
---|
899 | Int_t maxevents = -1;
|
---|
900 | if (!evtloopg.Eventloop(maxevents))
|
---|
901 | return;
|
---|
902 |
|
---|
903 | tlistg.PrintStatistics(0, kTRUE);
|
---|
904 |
|
---|
905 |
|
---|
906 | //***************************** fill hadrons ***
|
---|
907 |
|
---|
908 | gLog << " Hadrons :" << endl;
|
---|
909 | // entries in MFilterList
|
---|
910 |
|
---|
911 | flisth.AddToList(&fhadrons);
|
---|
912 | flisth.AddToList(&selectorh);
|
---|
913 |
|
---|
914 | //*****************************
|
---|
915 | // entries in MParList
|
---|
916 |
|
---|
917 | plisth.AddToList(&tlisth);
|
---|
918 | InitBinnings(&plisth);
|
---|
919 |
|
---|
920 | plisth.AddToList(&matrixh);
|
---|
921 |
|
---|
922 | //*****************************
|
---|
923 | // entries in MTaskList
|
---|
924 |
|
---|
925 | tlisth.AddToList(&readh);
|
---|
926 | tlisth.AddToList(&flisth);
|
---|
927 | tlisth.AddToList(&fillmath);
|
---|
928 |
|
---|
929 | //*****************************
|
---|
930 |
|
---|
931 | MProgressBar matrixbar;
|
---|
932 | MEvtLoop evtlooph;
|
---|
933 | evtlooph.SetParList(&plisth);
|
---|
934 | evtlooph.ReadEnv(env, "", printEnv);
|
---|
935 | evtlooph.SetProgressBar(&matrixbar);
|
---|
936 |
|
---|
937 | Int_t maxevents = -1;
|
---|
938 | if (!evtlooph.Eventloop(maxevents))
|
---|
939 | return;
|
---|
940 |
|
---|
941 | tlisth.PrintStatistics(0, kTRUE);
|
---|
942 | //*****************************************************
|
---|
943 |
|
---|
944 | //^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
---|
945 | //
|
---|
946 | // ----------------------------------------------------------
|
---|
947 | // Definition of the reference sample of look-alike events
|
---|
948 | // (this is a subsample of the original sample)
|
---|
949 | // ----------------------------------------------------------
|
---|
950 | //
|
---|
951 | gLog << "" << endl;
|
---|
952 | gLog << "========================================================" << endl;
|
---|
953 | // Select a maximum of nmaxevts events from the sample of look-alike
|
---|
954 | // events. They will form the reference sample.
|
---|
955 | Int_t nmaxevts = 2000;
|
---|
956 |
|
---|
957 | // target distribution for the variable in column refcolumn (start at 0);
|
---|
958 | //Int_t refcolumn = 0;
|
---|
959 | //Int_t nbins = 5;
|
---|
960 | //Float_t frombin = 0.5;
|
---|
961 | //Float_t tobin = 1.0;
|
---|
962 | //TH1F *thsh = new TH1F("thsh","target distribution",
|
---|
963 | // nbins, frombin, tobin);
|
---|
964 | //thsh->SetDirectory(NULL);
|
---|
965 | //thsh->SetXTitle("cos( \\Theta)");
|
---|
966 | //thsh->SetYTitle("Counts");
|
---|
967 | //Float_t dbin = (tobin-frombin)/nbins;
|
---|
968 | //Float_t lbin = frombin +dbin*0.5;
|
---|
969 | //for (Int_t j=1; j<=nbins; j++)
|
---|
970 | //{
|
---|
971 | // thsh->Fill(lbin,1.0);
|
---|
972 | // lbin += dbin;
|
---|
973 | //}
|
---|
974 |
|
---|
975 | Int_t refcolumn = 0;
|
---|
976 | MBinning *binscostheta = (MBinning*)plistg->FindObject("BinningCosTheta", "MBinning");
|
---|
977 | TH1F *thsh = new TH1F();
|
---|
978 | thsh->SetNameTitle("thsh","target distribution");
|
---|
979 | MH::SetBinning(thsh, binscostheta);
|
---|
980 | Int_t nbins = thsh->GetNbinsX();
|
---|
981 | Double_t cont[8] = {1500, 1500, 1500, 3250, 3250, 3900, 3900, 3900};
|
---|
982 | for (Int_t j=1; j<=nbins; j++)
|
---|
983 | {
|
---|
984 | thsh->Fill(thsh->GetBinCenter(j), cont[j-1]);
|
---|
985 | }
|
---|
986 |
|
---|
987 | gLog << "" << endl;
|
---|
988 | gLog << "========================================================" << endl;
|
---|
989 | gLog << "Macro CT1Analysis : define reference sample for gammas" << endl;
|
---|
990 | gLog << "Macro CT1Analysis : Parameters for reference sample : refcolumn, nmaxevts = "
|
---|
991 | << refcolumn << ", " << nmaxevts << endl;
|
---|
992 |
|
---|
993 | matrixg.EnableGraphicalOutput();
|
---|
994 | Bool_t matrixok = matrixg.DefRefMatrix(refcolumn, *thsh, nmaxevts);
|
---|
995 |
|
---|
996 | if ( !matrixok )
|
---|
997 | {
|
---|
998 | gLog << "Macro CT1Analysis : Reference matrix for gammas cannot be defined" << endl;
|
---|
999 | return;
|
---|
1000 | }
|
---|
1001 |
|
---|
1002 | gLog << "" << endl;
|
---|
1003 | gLog << "========================================================" << endl;
|
---|
1004 | gLog << "Macro CT1Analysis : define reference sample for hadrons" << endl;
|
---|
1005 | gLog << "Macro CT1Analysis : Parameters for reference sample : refcolumn, nmaxevts = "
|
---|
1006 | << refcolumn << ", " << nmaxevts << endl;
|
---|
1007 |
|
---|
1008 | matrixh.EnableGraphicalOutput();
|
---|
1009 | matrixok = matrixh.DefRefMatrix(refcolumn, *thsh, nmaxevts);
|
---|
1010 | delete thsh;
|
---|
1011 |
|
---|
1012 | if ( !matrixok )
|
---|
1013 | {
|
---|
1014 | gLog << "Macro CT1Analysis : Reference matrix for hadrons cannot be defined" << endl;
|
---|
1015 | return;
|
---|
1016 | }
|
---|
1017 | //^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
---|
1018 |
|
---|
1019 | // write out look-alike events
|
---|
1020 |
|
---|
1021 | gLog << "" << endl;
|
---|
1022 | gLog << "========================================================" << endl;
|
---|
1023 | gLog << "Write out look=alike events" << endl;
|
---|
1024 |
|
---|
1025 |
|
---|
1026 | //-------------------------------------------
|
---|
1027 | // "gammas"
|
---|
1028 | gLog << "Gammas :" << endl;
|
---|
1029 | matrixg.Print("cols");
|
---|
1030 |
|
---|
1031 | TFile writeg(outNameGammas, "RECREATE", "");
|
---|
1032 | matrixg.Write();
|
---|
1033 |
|
---|
1034 | gLog << "" << endl;
|
---|
1035 | gLog << "Macro CT1Analysis : matrix of look-alike events for gammas written onto file "
|
---|
1036 | << outNameGammas << endl;
|
---|
1037 |
|
---|
1038 | //-------------------------------------------
|
---|
1039 | // "hadrons"
|
---|
1040 | gLog << "Hadrons :" << endl;
|
---|
1041 | matrixh.Print("cols");
|
---|
1042 |
|
---|
1043 | TFile writeh(outNameHadrons, "RECREATE", "");
|
---|
1044 | matrixh.Write();
|
---|
1045 |
|
---|
1046 | gLog << "" << endl;
|
---|
1047 | gLog << "Macro CT1Analysis : matrix of look-alike events for hadrons written onto file "
|
---|
1048 | << outNameHadrons << endl;
|
---|
1049 |
|
---|
1050 | }
|
---|
1051 | //********** end of creating matrices of look-alike events ***********
|
---|
1052 |
|
---|
1053 |
|
---|
1054 | //-----------------------------------------------------------------
|
---|
1055 | // Update the input files with the NN and SC hadronness
|
---|
1056 | //
|
---|
1057 |
|
---|
1058 | if (WNN)
|
---|
1059 | {
|
---|
1060 | gLog << "" << endl;
|
---|
1061 | gLog << "========================================================" << endl;
|
---|
1062 | gLog << "Update input file '" << filenameData
|
---|
1063 | << "' with the NN and SC hadronness" << endl;
|
---|
1064 |
|
---|
1065 | MTaskList tliston;
|
---|
1066 | MParList pliston;
|
---|
1067 |
|
---|
1068 |
|
---|
1069 | // geometry is needed in MHHillas... classes
|
---|
1070 | MGeomCam *fGeom =
|
---|
1071 | (MGeomCam*)pliston->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
1072 |
|
---|
1073 | //-------------------------------------------
|
---|
1074 | // create the tasks which should be executed
|
---|
1075 | //
|
---|
1076 |
|
---|
1077 | MReadMarsFile read("Events", filenameData);
|
---|
1078 | read.DisableAutoScheme();
|
---|
1079 |
|
---|
1080 | TString fHilName = "MHillas";
|
---|
1081 | TString fHilNameExt = "MHillasExt";
|
---|
1082 | TString fHilNameSrc = "MHillasSrc";
|
---|
1083 | TString fImgParName = "MNewImagePar";
|
---|
1084 |
|
---|
1085 | //.......................................................................
|
---|
1086 | // calculation of hadroness for method of Nearest Neighbors
|
---|
1087 |
|
---|
1088 | TString hadNNName = "HadNN";
|
---|
1089 | MMultiDimDistCalc nncalc;
|
---|
1090 | nncalc.SetUseNumRows(25);
|
---|
1091 | nncalc.SetUseKernelMethod(kFALSE);
|
---|
1092 | nncalc.SetHadronnessName(hadNNName);
|
---|
1093 |
|
---|
1094 | //.......................................................................
|
---|
1095 |
|
---|
1096 | //MWriteRootFile write(outNameImage, "UPDATE");
|
---|
1097 | MWriteRootFile write(outNameImage, "RECREATE");
|
---|
1098 |
|
---|
1099 | write.AddContainer("MRawRunHeader", "RunHeaders");
|
---|
1100 | write.AddContainer("MTime", "Events");
|
---|
1101 | write.AddContainer("MMcEvt", "Events");
|
---|
1102 | write.AddContainer("ThetaOrig", "Events");
|
---|
1103 | write.AddContainer("MSrcPosCam", "Events");
|
---|
1104 | write.AddContainer("MSigmabar", "Events");
|
---|
1105 | write.AddContainer("MHillas", "Events");
|
---|
1106 | write.AddContainer("MHillasExt", "Events");
|
---|
1107 | write.AddContainer("MHillasSrc", "Events");
|
---|
1108 | write.AddContainer("MNewImagePar", "Events");
|
---|
1109 |
|
---|
1110 | write.AddContainer("HadRF", "Events");
|
---|
1111 | write.AddContainer("HadSC", "Events");
|
---|
1112 | write.AddContainer("HadNN", "Events");
|
---|
1113 |
|
---|
1114 |
|
---|
1115 | //-----------------------------------------------------------------
|
---|
1116 | // geometry is needed in MHHillas... classes
|
---|
1117 | MGeomCam *fGeom =
|
---|
1118 | (MGeomCam*)pliston->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
1119 |
|
---|
1120 | Float_t maxhadronness = 0.40;
|
---|
1121 | Float_t maxalpha = 20.0;
|
---|
1122 | Float_t maxdist = 10.0;
|
---|
1123 |
|
---|
1124 | MFCT1SelFinal selfinalgh(fHilNameSrc);
|
---|
1125 | selfinalgh.SetCuts(maxhadronness, 100.0, maxdist);
|
---|
1126 | selfinalgh.SetHadronnessName(hadNNName);
|
---|
1127 | selfinalgh.SetName("SelFinalgh");
|
---|
1128 | MContinue contfinalgh(&selfinalgh);
|
---|
1129 | contfinalgh.SetName("ContSelFinalgh");
|
---|
1130 |
|
---|
1131 | MFillH fillhadnn("hadNN[MHHadronness]", hadNNName);
|
---|
1132 | fillhadnn.SetName("HhadNN");
|
---|
1133 |
|
---|
1134 | MFCT1SelFinal selfinal(fHilNameSrc);
|
---|
1135 | selfinal.SetCuts(maxhadronness, maxalpha, maxdist);
|
---|
1136 | selfinal.SetHadronnessName(hadNNName);
|
---|
1137 | selfinal.SetName("SelFinal");
|
---|
1138 | MContinue contfinal(&selfinal);
|
---|
1139 | contfinal.SetName("ContSelFinal");
|
---|
1140 |
|
---|
1141 |
|
---|
1142 | MFillH hfill1("MHHillas", fHilName);
|
---|
1143 | hfill1.SetName("HHillas");
|
---|
1144 |
|
---|
1145 | MFillH hfill2("MHStarMap", fHilName);
|
---|
1146 | hfill2.SetName("HStarMap");
|
---|
1147 |
|
---|
1148 | MFillH hfill3("MHHillasExt", fHilNameSrc);
|
---|
1149 | hfill3.SetName("HHillasExt");
|
---|
1150 |
|
---|
1151 | MFillH hfill4("MHHillasSrc", fHilNameSrc);
|
---|
1152 | hfill4.SetName("HHillasSrc");
|
---|
1153 |
|
---|
1154 | MFillH hfill5("MHNewImagePar", fImgParName);
|
---|
1155 | hfill5.SetName("HNewImagePar");
|
---|
1156 |
|
---|
1157 | //*****************************
|
---|
1158 | // entries in MParList
|
---|
1159 |
|
---|
1160 | pliston.AddToList(&tliston);
|
---|
1161 | InitBinnings(&pliston);
|
---|
1162 |
|
---|
1163 | pliston.AddToList(&matrixg);
|
---|
1164 | pliston.AddToList(&matrixh);
|
---|
1165 |
|
---|
1166 |
|
---|
1167 | //*****************************
|
---|
1168 | // entries in MTaskList
|
---|
1169 |
|
---|
1170 | tliston.AddToList(&read);
|
---|
1171 |
|
---|
1172 | tliston.AddToList(&nncalc);
|
---|
1173 | tliston.AddToList(&fillhadnn);
|
---|
1174 |
|
---|
1175 | tliston.AddToList(&hfill1);
|
---|
1176 | tliston.AddToList(&hfill2);
|
---|
1177 | tliston.AddToList(&hfill3);
|
---|
1178 | tliston.AddToList(&hfill4);
|
---|
1179 | tliston.AddToList(&hfill5);
|
---|
1180 |
|
---|
1181 | tliston.AddToList(&write);
|
---|
1182 |
|
---|
1183 | tliston.AddToList(&contfinalgh);
|
---|
1184 | tliston.AddToList(&contfinal);
|
---|
1185 |
|
---|
1186 | //*****************************
|
---|
1187 |
|
---|
1188 | //-------------------------------------------
|
---|
1189 | // Execute event loop
|
---|
1190 | //
|
---|
1191 | MProgressBar bar;
|
---|
1192 | MEvtLoop evtloop;
|
---|
1193 | evtloop.SetParList(&pliston);
|
---|
1194 | evtloop.SetProgressBar(&bar);
|
---|
1195 |
|
---|
1196 | Int_t maxevents = -1;
|
---|
1197 | if ( !evtloop.Eventloop(maxevents) )
|
---|
1198 | return;
|
---|
1199 |
|
---|
1200 | tliston.PrintStatistics(0, kTRUE);
|
---|
1201 |
|
---|
1202 | //-------------------------------------------
|
---|
1203 | // Display the histograms
|
---|
1204 | //
|
---|
1205 | pliston.FindObject("hadNN", "MHHadronness")->DrawClone();
|
---|
1206 |
|
---|
1207 | pliston.FindObject("MHHillas")->DrawClone();
|
---|
1208 | pliston.FindObject("MHHillasExt")->DrawClone();
|
---|
1209 | pliston.FindObject("MHHillasSrc")->DrawClone();
|
---|
1210 | pliston.FindObject("MHNewImagePar")->DrawClone();
|
---|
1211 | pliston.FindObject("MHStarMap")->DrawClone();
|
---|
1212 |
|
---|
1213 | DeleteBinnings(&pliston);
|
---|
1214 | }
|
---|
1215 |
|
---|
1216 |
|
---|
1217 |
|
---|
1218 | gLog << "Macro CT1Analysis : End of Job B_NN_UP" << endl;
|
---|
1219 | gLog << "=======================================================" << endl;
|
---|
1220 | }
|
---|
1221 | //---------------------------------------------------------------------
|
---|
1222 |
|
---|
1223 |
|
---|
1224 | //---------------------------------------------------------------------
|
---|
1225 | // Job B_RF_UP
|
---|
1226 | //============
|
---|
1227 |
|
---|
1228 |
|
---|
1229 | // - create (or read in) the matrices of look-alike events for gammas
|
---|
1230 | // and hadrons
|
---|
1231 | // - create (or read in) the trees
|
---|
1232 | // - then read ON1.root (or MC1.root) file
|
---|
1233 | // - calculate the hadroness for the method of RANDOM FOREST
|
---|
1234 | // - update input root file with the hadroness
|
---|
1235 |
|
---|
1236 |
|
---|
1237 | if (JobB_RF_UP)
|
---|
1238 | {
|
---|
1239 | gLog << "=====================================================" << endl;
|
---|
1240 | gLog << "Macro CT1Analysis : Start of Job B_RF_UP" << endl;
|
---|
1241 |
|
---|
1242 | gLog << "" << endl;
|
---|
1243 | gLog << "Macro CT1Analysis : JobB_RF_UP, RLookRF, RTree, WRF = "
|
---|
1244 | << JobB_RF_UP << ", " << RLookRF << ", " << RTree << ", "
|
---|
1245 | << WRF << endl;
|
---|
1246 |
|
---|
1247 |
|
---|
1248 |
|
---|
1249 | //--------------------------------------------
|
---|
1250 | // parameters for the random forest
|
---|
1251 | Int_t NumTrees = 100;
|
---|
1252 | Int_t NumTry = 3;
|
---|
1253 | Int_t NdSize = 3;
|
---|
1254 |
|
---|
1255 |
|
---|
1256 | //--------------------------------------------
|
---|
1257 | // file to be updated (ON, OFF or MC)
|
---|
1258 |
|
---|
1259 | TString typeInput = "ON";
|
---|
1260 | //TString typeInput = "OFF";
|
---|
1261 | //TString typeInput = "MC";
|
---|
1262 | gLog << "typeInput = " << typeInput << endl;
|
---|
1263 |
|
---|
1264 | // name of input root file
|
---|
1265 | TString filenameData = outPath;
|
---|
1266 | filenameData += typeInput;
|
---|
1267 | filenameData += "1.root";
|
---|
1268 | gLog << "filenameData = " << filenameData << endl;
|
---|
1269 |
|
---|
1270 | // name of output root file
|
---|
1271 | TString outNameImage = outPath;
|
---|
1272 | outNameImage += typeInput;
|
---|
1273 | outNameImage += "2.root";
|
---|
1274 | //TString outNameImage = filenameData;
|
---|
1275 |
|
---|
1276 | gLog << "outNameImage = " << outNameImage << endl;
|
---|
1277 |
|
---|
1278 | //--------------------------------------------
|
---|
1279 | // files to be read for generating the look-alike events
|
---|
1280 | // "hadrons" :
|
---|
1281 | TString filenameHad = outPath;
|
---|
1282 | filenameHad += "OFF";
|
---|
1283 | filenameHad += "1.root";
|
---|
1284 | Int_t howManyHadrons = 1000000;
|
---|
1285 | gLog << "filenameHad = " << filenameHad << ", howManyHadrons = "
|
---|
1286 | << howManyHadrons << endl;
|
---|
1287 |
|
---|
1288 |
|
---|
1289 | // "gammas" :
|
---|
1290 | TString filenameMC = outPath;
|
---|
1291 | filenameMC += "MC";
|
---|
1292 | filenameMC += "1.root";
|
---|
1293 | Int_t howManyGammas = 50000;
|
---|
1294 | gLog << "filenameMC = " << filenameMC << ", howManyGammas = "
|
---|
1295 | << howManyGammas << endl;
|
---|
1296 |
|
---|
1297 | //--------------------------------------------
|
---|
1298 | // files of look-alike events
|
---|
1299 |
|
---|
1300 | TString outNameGammas = outPath;
|
---|
1301 | outNameGammas += "RFmatrix_gammas_";
|
---|
1302 | outNameGammas += "MC";
|
---|
1303 | outNameGammas += ".root";
|
---|
1304 |
|
---|
1305 | TString typeMatrixHadrons = "OFF";
|
---|
1306 | gLog << "typeMatrixHadrons = " << typeMatrixHadrons << endl;
|
---|
1307 |
|
---|
1308 | TString outNameHadrons = outPath;
|
---|
1309 | outNameHadrons += "RFmatrix_hadrons_";
|
---|
1310 | outNameHadrons += typeMatrixHadrons;
|
---|
1311 | outNameHadrons += ".root";
|
---|
1312 |
|
---|
1313 |
|
---|
1314 | MHMatrix matrixg("MatrixGammas");
|
---|
1315 | MHMatrix matrixh("MatrixHadrons");
|
---|
1316 |
|
---|
1317 | //--------------------------------------------
|
---|
1318 | // file of trees of the random forest
|
---|
1319 |
|
---|
1320 | TString outRF = outPath;
|
---|
1321 | outRF += "RF.root";
|
---|
1322 |
|
---|
1323 |
|
---|
1324 | //*************************************************************************
|
---|
1325 | // read in matrices of look-alike events
|
---|
1326 | if (RLookRF)
|
---|
1327 | {
|
---|
1328 | const char* mtxName = "MatrixGammas";
|
---|
1329 |
|
---|
1330 | gLog << "" << endl;
|
---|
1331 | gLog << "========================================================" << endl;
|
---|
1332 | gLog << "Get matrix for (gammas)" << endl;
|
---|
1333 | gLog << "matrix name = " << mtxName << endl;
|
---|
1334 | gLog << "name of root file = " << outNameGammas << endl;
|
---|
1335 | gLog << "" << endl;
|
---|
1336 |
|
---|
1337 |
|
---|
1338 | // read in the object with the name 'mtxName' from file 'outNameGammas'
|
---|
1339 | //
|
---|
1340 | TFile fileg(outNameGammas);
|
---|
1341 |
|
---|
1342 | matrixg.Read(mtxName);
|
---|
1343 | matrixg.Print("cols");
|
---|
1344 |
|
---|
1345 |
|
---|
1346 | //*****************************************************************
|
---|
1347 |
|
---|
1348 | const char* mtxName = "MatrixHadrons";
|
---|
1349 |
|
---|
1350 | gLog << "" << endl;
|
---|
1351 | gLog << "========================================================" << endl;
|
---|
1352 | gLog << " Get matrix for (hadrons)" << endl;
|
---|
1353 | gLog << "matrix name = " << mtxName << endl;
|
---|
1354 | gLog << "name of root file = " << outNameHadrons << endl;
|
---|
1355 | gLog << "" << endl;
|
---|
1356 |
|
---|
1357 |
|
---|
1358 | // read in the object with the name 'mtxName' from file 'outNameHadrons'
|
---|
1359 | //
|
---|
1360 | TFile fileh(outNameHadrons);
|
---|
1361 |
|
---|
1362 | matrixh.Read(mtxName);
|
---|
1363 | matrixh.Print("cols");
|
---|
1364 | }
|
---|
1365 |
|
---|
1366 |
|
---|
1367 | //*************************************************************************
|
---|
1368 | // create matrices of look-alike events
|
---|
1369 | if (!RLookRF)
|
---|
1370 | {
|
---|
1371 | gLog << "" << endl;
|
---|
1372 | gLog << "========================================================" << endl;
|
---|
1373 | gLog << " Create matrices of look-alike events" << endl;
|
---|
1374 | gLog << " Gammas :" << endl;
|
---|
1375 |
|
---|
1376 |
|
---|
1377 | MParList plistg;
|
---|
1378 | MTaskList tlistg;
|
---|
1379 | MFilterList flistg;
|
---|
1380 |
|
---|
1381 | MParList plisth;
|
---|
1382 | MTaskList tlisth;
|
---|
1383 | MFilterList flisth;
|
---|
1384 |
|
---|
1385 | MReadMarsFile readg("Events", filenameMC);
|
---|
1386 | readg.DisableAutoScheme();
|
---|
1387 |
|
---|
1388 | MReadMarsFile readh("Events", filenameHad);
|
---|
1389 | readh.DisableAutoScheme();
|
---|
1390 |
|
---|
1391 | MFParticleId fgamma("MMcEvt", '=', kGAMMA);
|
---|
1392 | fgamma.SetName("gammaID");
|
---|
1393 | MFParticleId fhadrons("MMcEvt", '!', kGAMMA);
|
---|
1394 | fhadrons.SetName("hadronID)");
|
---|
1395 |
|
---|
1396 | MFEventSelector selectorg;
|
---|
1397 | selectorg.SetNumSelectEvts(howManyGammas);
|
---|
1398 | selectorg.SetName("selectGammas");
|
---|
1399 | MFEventSelector selectorh;
|
---|
1400 | selectorh.SetNumSelectEvts(howManyHadrons);
|
---|
1401 | selectorh.SetName("selectHadrons");
|
---|
1402 |
|
---|
1403 | MFillH fillmatg("MatrixGammas");
|
---|
1404 | fillmatg.SetFilter(&flistg);
|
---|
1405 | fillmatg.SetName("fillGammas");
|
---|
1406 |
|
---|
1407 | MFillH fillmath("MatrixHadrons");
|
---|
1408 | fillmath.SetFilter(&flisth);
|
---|
1409 | fillmath.SetName("fillHadrons");
|
---|
1410 |
|
---|
1411 |
|
---|
1412 | //***************************** fill gammas ***
|
---|
1413 | // entries in MFilterList
|
---|
1414 |
|
---|
1415 | flistg.AddToList(&fgamma);
|
---|
1416 | flistg.AddToList(&selectorg);
|
---|
1417 |
|
---|
1418 | //*****************************
|
---|
1419 | // entries in MParList
|
---|
1420 |
|
---|
1421 | plistg.AddToList(&tlistg);
|
---|
1422 | InitBinnings(&plistg);
|
---|
1423 |
|
---|
1424 | plistg.AddToList(&matrixg);
|
---|
1425 |
|
---|
1426 | //*****************************
|
---|
1427 | // entries in MTaskList
|
---|
1428 |
|
---|
1429 | tlistg.AddToList(&readg);
|
---|
1430 | tlistg.AddToList(&flistg);
|
---|
1431 | tlistg.AddToList(&fillmatg);
|
---|
1432 |
|
---|
1433 | //*****************************
|
---|
1434 |
|
---|
1435 | MProgressBar matrixbar;
|
---|
1436 | MEvtLoop evtloopg;
|
---|
1437 | evtloopg.SetParList(&plistg);
|
---|
1438 | evtloopg.ReadEnv(env, "", printEnv);
|
---|
1439 | evtloopg.SetProgressBar(&matrixbar);
|
---|
1440 |
|
---|
1441 | Int_t maxevents = -1;
|
---|
1442 | if (!evtloopg.Eventloop(maxevents))
|
---|
1443 | return;
|
---|
1444 |
|
---|
1445 | tlistg.PrintStatistics(0, kTRUE);
|
---|
1446 |
|
---|
1447 |
|
---|
1448 | //***************************** fill hadrons ***
|
---|
1449 |
|
---|
1450 | gLog << " Hadrons :" << endl;
|
---|
1451 | // entries in MFilterList
|
---|
1452 |
|
---|
1453 | flisth.AddToList(&fhadrons);
|
---|
1454 | flisth.AddToList(&selectorh);
|
---|
1455 |
|
---|
1456 | //*****************************
|
---|
1457 | // entries in MParList
|
---|
1458 |
|
---|
1459 | plisth.AddToList(&tlisth);
|
---|
1460 | InitBinnings(&plisth);
|
---|
1461 |
|
---|
1462 | plisth.AddToList(&matrixh);
|
---|
1463 |
|
---|
1464 | //*****************************
|
---|
1465 | // entries in MTaskList
|
---|
1466 |
|
---|
1467 | tlisth.AddToList(&readh);
|
---|
1468 | tlisth.AddToList(&flisth);
|
---|
1469 | tlisth.AddToList(&fillmath);
|
---|
1470 |
|
---|
1471 | //*****************************
|
---|
1472 |
|
---|
1473 | MProgressBar matrixbar;
|
---|
1474 | MEvtLoop evtlooph;
|
---|
1475 | evtlooph.SetParList(&plisth);
|
---|
1476 | evtlooph.ReadEnv(env, "", printEnv);
|
---|
1477 | evtlooph.SetProgressBar(&matrixbar);
|
---|
1478 |
|
---|
1479 | Int_t maxevents = -1;
|
---|
1480 | if (!evtlooph.Eventloop(maxevents))
|
---|
1481 | return;
|
---|
1482 |
|
---|
1483 | tlisth.PrintStatistics(0, kTRUE);
|
---|
1484 | //*****************************************************
|
---|
1485 |
|
---|
1486 | //^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
---|
1487 | //
|
---|
1488 | // ----------------------------------------------------------
|
---|
1489 | // Definition of the reference sample of look-alike events
|
---|
1490 | // (this is a subsample of the original sample)
|
---|
1491 | // ----------------------------------------------------------
|
---|
1492 | //
|
---|
1493 | gLog << "" << endl;
|
---|
1494 | gLog << "========================================================" << endl;
|
---|
1495 | // Select a maximum of nmaxevts events from the sample of look-alike
|
---|
1496 | // events. They will form the reference sample.
|
---|
1497 | Int_t nmaxevts = 10000;
|
---|
1498 |
|
---|
1499 | // target distribution for the variable in column refcolumn (start at 0);
|
---|
1500 | //Int_t refcolumn = 0;
|
---|
1501 | //Int_t nbins = 5;
|
---|
1502 | //Float_t frombin = 0.5;
|
---|
1503 | //Float_t tobin = 1.0;
|
---|
1504 | //TH1F *thsh = new TH1F("thsh","target distribution",
|
---|
1505 | // nbins, frombin, tobin);
|
---|
1506 | //thsh->SetDirectory(NULL);
|
---|
1507 | //thsh->SetXTitle("cos( \\Theta)");
|
---|
1508 | //thsh->SetYTitle("Counts");
|
---|
1509 | //Float_t dbin = (tobin-frombin)/nbins;
|
---|
1510 | //Float_t lbin = frombin +dbin*0.5;
|
---|
1511 | //for (Int_t j=1; j<=nbins; j++)
|
---|
1512 | //{
|
---|
1513 | // thsh->Fill(lbin,1.0);
|
---|
1514 | // lbin += dbin;
|
---|
1515 | //}
|
---|
1516 |
|
---|
1517 | Int_t refcolumn = 0;
|
---|
1518 | MBinning *binscostheta = (MBinning*)plistg->FindObject("BinningCosTheta", "MBinning");
|
---|
1519 | TH1F *thsh = new TH1F();
|
---|
1520 | thsh->SetNameTitle("thsh","target distribution");
|
---|
1521 | MH::SetBinning(thsh, binscostheta);
|
---|
1522 | Int_t nbins = thsh->GetNbinsX();
|
---|
1523 | Double_t cont[8] = {1500, 1500, 1500, 3250, 3250, 3900, 3900, 3900};
|
---|
1524 | for (Int_t j=1; j<=nbins; j++)
|
---|
1525 | {
|
---|
1526 | thsh->Fill(thsh->GetBinCenter(j), cont[j-1]);
|
---|
1527 | }
|
---|
1528 |
|
---|
1529 | gLog << "" << endl;
|
---|
1530 | gLog << "========================================================" << endl;
|
---|
1531 | gLog << "Macro CT1Analysis : define reference sample for gammas" << endl;
|
---|
1532 | gLog << "Macro CT1Analysis : Parameters for reference sample : refcolumn, nmaxevts = "
|
---|
1533 | << refcolumn << ", " << nmaxevts << endl;
|
---|
1534 |
|
---|
1535 | matrixg.EnableGraphicalOutput();
|
---|
1536 | Bool_t matrixok = matrixg.DefRefMatrix(refcolumn, *thsh, nmaxevts);
|
---|
1537 |
|
---|
1538 | if ( !matrixok )
|
---|
1539 | {
|
---|
1540 | gLog << "Macro CT1Analysis : Reference matrix for gammas cannot be defined" << endl;
|
---|
1541 | return;
|
---|
1542 | }
|
---|
1543 |
|
---|
1544 | gLog << "" << endl;
|
---|
1545 | gLog << "========================================================" << endl;
|
---|
1546 | gLog << "Macro CT1Analysis : define reference sample for hadrons" << endl;
|
---|
1547 | gLog << "Macro CT1Analysis : Parameters for reference sample : refcolumn, nmaxevts = "
|
---|
1548 | << refcolumn << ", " << nmaxevts << endl;
|
---|
1549 |
|
---|
1550 | matrixh.EnableGraphicalOutput();
|
---|
1551 | matrixok = matrixh.DefRefMatrix(refcolumn, *thsh, nmaxevts);
|
---|
1552 | delete thsh;
|
---|
1553 |
|
---|
1554 | if ( !matrixok )
|
---|
1555 | {
|
---|
1556 | gLog << "Macro CT1Analysis : Reference matrix for hadrons cannot be defined" << endl;
|
---|
1557 | return;
|
---|
1558 | }
|
---|
1559 | //^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
---|
1560 |
|
---|
1561 | // write out look-alike events
|
---|
1562 |
|
---|
1563 | gLog << "" << endl;
|
---|
1564 | gLog << "========================================================" << endl;
|
---|
1565 | gLog << "Write out look=alike events" << endl;
|
---|
1566 |
|
---|
1567 |
|
---|
1568 | //-------------------------------------------
|
---|
1569 | // "gammas"
|
---|
1570 | gLog << "Gammas :" << endl;
|
---|
1571 | matrixg.Print("cols");
|
---|
1572 |
|
---|
1573 | TFile writeg(outNameGammas, "RECREATE", "");
|
---|
1574 | matrixg.Write();
|
---|
1575 |
|
---|
1576 | gLog << "" << endl;
|
---|
1577 | gLog << "Macro CT1Analysis : matrix of look-alike events for gammas written onto file "
|
---|
1578 | << outNameGammas << endl;
|
---|
1579 |
|
---|
1580 | //-------------------------------------------
|
---|
1581 | // "hadrons"
|
---|
1582 | gLog << "Hadrons :" << endl;
|
---|
1583 | matrixh.Print("cols");
|
---|
1584 |
|
---|
1585 | TFile writeh(outNameHadrons, "RECREATE", "");
|
---|
1586 | matrixh.Write();
|
---|
1587 |
|
---|
1588 | gLog << "" << endl;
|
---|
1589 | gLog << "Macro CT1Analysis : matrix of look-alike events for hadrons written onto file "
|
---|
1590 | << outNameHadrons << endl;
|
---|
1591 |
|
---|
1592 | }
|
---|
1593 | //********** end of creating matrices of look-alike events ***********
|
---|
1594 |
|
---|
1595 |
|
---|
1596 | MRanForest *fRanForest;
|
---|
1597 | MRanTree *fRanTree;
|
---|
1598 | //-----------------------------------------------------------------
|
---|
1599 | // read in the trees of the random forest
|
---|
1600 | if (RTree)
|
---|
1601 | {
|
---|
1602 | MParList plisttr;
|
---|
1603 | MTaskList tlisttr;
|
---|
1604 | plisttr.AddToList(&tlisttr);
|
---|
1605 |
|
---|
1606 | MReadTree readtr("TREE", outRF);
|
---|
1607 | readtr.DisableAutoScheme();
|
---|
1608 |
|
---|
1609 | MRanForestFill rffill;
|
---|
1610 | rffill.SetNumTrees(NumTrees);
|
---|
1611 |
|
---|
1612 | // list of tasks for the loop over the trees
|
---|
1613 |
|
---|
1614 | tlisttr.AddToList(&readtr);
|
---|
1615 | tlisttr.AddToList(&rffill);
|
---|
1616 |
|
---|
1617 | //-------------------
|
---|
1618 | // Execute tree loop
|
---|
1619 | //
|
---|
1620 | MEvtLoop evtlooptr;
|
---|
1621 | evtlooptr.SetParList(&plisttr);
|
---|
1622 | if (!evtlooptr.Eventloop())
|
---|
1623 | return;
|
---|
1624 |
|
---|
1625 | tlisttr.PrintStatistics(0, kTRUE);
|
---|
1626 |
|
---|
1627 |
|
---|
1628 | // get adresses of objects which are used in the next eventloop
|
---|
1629 | fRanForest = (MRanForest*)plisttr->FindObject("MRanForest");
|
---|
1630 | if (!fRanForest)
|
---|
1631 | {
|
---|
1632 | gLog << err << dbginf << "MRanForest not found... aborting." << endl;
|
---|
1633 | return kFALSE;
|
---|
1634 | }
|
---|
1635 |
|
---|
1636 | fRanTree = (MRanTree*)plisttr->FindObject("MRanTree");
|
---|
1637 | if (!fRanTree)
|
---|
1638 | {
|
---|
1639 | gLog << err << dbginf << "MRanTree not found... aborting." << endl;
|
---|
1640 | return kFALSE;
|
---|
1641 | }
|
---|
1642 |
|
---|
1643 | }
|
---|
1644 |
|
---|
1645 | //-----------------------------------------------------------------
|
---|
1646 | // grow the trees of the random forest (event loop = tree loop)
|
---|
1647 |
|
---|
1648 | if (!RTree)
|
---|
1649 | {
|
---|
1650 |
|
---|
1651 | gLog << "" << endl;
|
---|
1652 | gLog << "========================================================" << endl;
|
---|
1653 | gLog << "Macro CT1Analysis : start growing trees" << endl;
|
---|
1654 |
|
---|
1655 | MTaskList tlist2;
|
---|
1656 | MParList plist2;
|
---|
1657 | plist2.AddToList(&tlist2);
|
---|
1658 |
|
---|
1659 | plist2.AddToList(&matrixg);
|
---|
1660 | plist2.AddToList(&matrixh);
|
---|
1661 |
|
---|
1662 | MRanForestGrow rfgrow2;
|
---|
1663 | rfgrow2.SetNumTrees(NumTrees);
|
---|
1664 | rfgrow2.SetNumTry(NumTry);
|
---|
1665 | rfgrow2.SetNdSize(NdSize);
|
---|
1666 |
|
---|
1667 | MWriteRootFile rfwrite2(outRF);
|
---|
1668 | rfwrite2.AddContainer("MRanTree", "TREE");
|
---|
1669 |
|
---|
1670 | // list of tasks for the loop over the trees
|
---|
1671 |
|
---|
1672 | tlist2.AddToList(&rfgrow2);
|
---|
1673 | tlist2.AddToList(&rfwrite2);
|
---|
1674 |
|
---|
1675 | //-------------------
|
---|
1676 | // Execute tree loop
|
---|
1677 | //
|
---|
1678 | MEvtLoop treeloop;
|
---|
1679 | treeloop.SetParList(&plist2);
|
---|
1680 |
|
---|
1681 | if ( !treeloop.Eventloop() )
|
---|
1682 | return;
|
---|
1683 |
|
---|
1684 | tlist2.PrintStatistics(0, kTRUE);
|
---|
1685 |
|
---|
1686 | // get adresses of objects which are used in the next eventloop
|
---|
1687 | fRanForest = (MRanForest*)plist2->FindObject("MRanForest");
|
---|
1688 | if (!fRanForest)
|
---|
1689 | {
|
---|
1690 | gLog << err << dbginf << "MRanForest not found... aborting." << endl;
|
---|
1691 | return kFALSE;
|
---|
1692 | }
|
---|
1693 |
|
---|
1694 | fRanTree = (MRanTree*)plist2->FindObject("MRanTree");
|
---|
1695 | if (!fRanTree)
|
---|
1696 | {
|
---|
1697 | gLog << err << dbginf << "MRanTree not found... aborting." << endl;
|
---|
1698 | return kFALSE;
|
---|
1699 | }
|
---|
1700 |
|
---|
1701 | }
|
---|
1702 | // end of growing the trees of the random forest
|
---|
1703 | //-----------------------------------------------------------------
|
---|
1704 |
|
---|
1705 |
|
---|
1706 |
|
---|
1707 |
|
---|
1708 | //-----------------------------------------------------------------
|
---|
1709 | // Update the input files with the RF hadronness
|
---|
1710 | //
|
---|
1711 |
|
---|
1712 | if (WRF)
|
---|
1713 | {
|
---|
1714 | gLog << "" << endl;
|
---|
1715 | gLog << "========================================================" << endl;
|
---|
1716 | gLog << "Update input file '" << filenameData
|
---|
1717 | << "' with the RF hadronness" << endl;
|
---|
1718 |
|
---|
1719 | MTaskList tliston;
|
---|
1720 | MParList pliston;
|
---|
1721 |
|
---|
1722 |
|
---|
1723 | // geometry is needed in MHHillas... classes
|
---|
1724 | MGeomCam *fGeom =
|
---|
1725 | (MGeomCam*)pliston->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
1726 |
|
---|
1727 | //-------------------------------------------
|
---|
1728 | // create the tasks which should be executed
|
---|
1729 | //
|
---|
1730 |
|
---|
1731 | MReadMarsFile read("Events", filenameData);
|
---|
1732 | read.DisableAutoScheme();
|
---|
1733 |
|
---|
1734 | TString fHilName = "MHillas";
|
---|
1735 | TString fHilNameExt = "MHillasExt";
|
---|
1736 | TString fHilNameSrc = "MHillasSrc";
|
---|
1737 | TString fImgParName = "MNewImagePar";
|
---|
1738 |
|
---|
1739 | //.......................................................................
|
---|
1740 | // calculate hadronnes for method of RANDOM FOREST
|
---|
1741 |
|
---|
1742 | TString hadRFName = "HadRF";
|
---|
1743 | MRanForestCalc rfcalc;
|
---|
1744 | rfcalc.SetHadronnessName(hadRFName);
|
---|
1745 |
|
---|
1746 | //.......................................................................
|
---|
1747 | // calculation of hadroness for the supercuts
|
---|
1748 | // (=0.25 if fullfilled, =0.75 otherwise)
|
---|
1749 |
|
---|
1750 | TString hadSCName = "HadSC";
|
---|
1751 | MCT1SupercutsCalc sccalc(fHilName, fHilNameSrc);
|
---|
1752 | sccalc.SetHadronnessName(hadSCName);
|
---|
1753 |
|
---|
1754 |
|
---|
1755 | //.......................................................................
|
---|
1756 |
|
---|
1757 | //MWriteRootFile write(outNameImage, "UPDATE");
|
---|
1758 | MWriteRootFile write(outNameImage, "RECREATE");
|
---|
1759 |
|
---|
1760 | write.AddContainer("MRawRunHeader", "RunHeaders");
|
---|
1761 | write.AddContainer("MTime", "Events");
|
---|
1762 | write.AddContainer("MMcEvt", "Events");
|
---|
1763 | write.AddContainer("ThetaOrig", "Events");
|
---|
1764 | write.AddContainer("MSrcPosCam", "Events");
|
---|
1765 | write.AddContainer("MSigmabar", "Events");
|
---|
1766 | write.AddContainer("MHillas", "Events");
|
---|
1767 | write.AddContainer("MHillasExt", "Events");
|
---|
1768 | write.AddContainer("MHillasSrc", "Events");
|
---|
1769 | write.AddContainer("MNewImagePar", "Events");
|
---|
1770 |
|
---|
1771 | write.AddContainer("HadRF", "Events");
|
---|
1772 | write.AddContainer("HadSC", "Events");
|
---|
1773 |
|
---|
1774 | //-----------------------------------------------------------------
|
---|
1775 | // geometry is needed in MHHillas... classes
|
---|
1776 | MGeomCam *fGeom =
|
---|
1777 | (MGeomCam*)pliston->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
1778 |
|
---|
1779 |
|
---|
1780 | Float_t maxhadronness = 0.40;
|
---|
1781 | Float_t maxalpha = 20.0;
|
---|
1782 | Float_t maxdist = 10.0;
|
---|
1783 |
|
---|
1784 | MFCT1SelFinal selfinalgh(fHilNameSrc);
|
---|
1785 | selfinalgh.SetCuts(maxhadronness, 100.0, maxdist);
|
---|
1786 | selfinalgh.SetHadronnessName(hadRFName);
|
---|
1787 | selfinalgh.SetName("SelFinalgh");
|
---|
1788 | MContinue contfinalgh(&selfinalgh);
|
---|
1789 | contfinalgh.SetName("ContSelFinalgh");
|
---|
1790 |
|
---|
1791 | MFillH fillranfor("MHRanForest");
|
---|
1792 | fillranfor.SetName("HRanForest");
|
---|
1793 |
|
---|
1794 | MFillH fillhadrf("hadRF[MHHadronness]", hadRFName);
|
---|
1795 | fillhadrf.SetName("HhadRF");
|
---|
1796 | MFillH fillhadsc("hadSC[MHHadronness]", hadSCName);
|
---|
1797 | fillhadsc.SetName("HhadSC");
|
---|
1798 |
|
---|
1799 |
|
---|
1800 | MFCT1SelFinal selfinal(fHilNameSrc);
|
---|
1801 | selfinal.SetCuts(maxhadronness, maxalpha, maxdist);
|
---|
1802 | selfinal.SetHadronnessName(hadRFName);
|
---|
1803 | selfinal.SetName("SelFinal");
|
---|
1804 | MContinue contfinal(&selfinal);
|
---|
1805 | contfinal.SetName("ContSelFinal");
|
---|
1806 |
|
---|
1807 |
|
---|
1808 | MFillH hfill1("MHHillas", fHilName);
|
---|
1809 | hfill1.SetName("HHillas");
|
---|
1810 |
|
---|
1811 | MFillH hfill2("MHStarMap", fHilName);
|
---|
1812 | hfill2.SetName("HStarMap");
|
---|
1813 |
|
---|
1814 | MFillH hfill3("MHHillasExt", fHilNameSrc);
|
---|
1815 | hfill3.SetName("HHillasExt");
|
---|
1816 |
|
---|
1817 | MFillH hfill4("MHHillasSrc", fHilNameSrc);
|
---|
1818 | hfill4.SetName("HHillasSrc");
|
---|
1819 |
|
---|
1820 | MFillH hfill5("MHNewImagePar", fImgParName);
|
---|
1821 | hfill5.SetName("HNewImagePar");
|
---|
1822 |
|
---|
1823 | //*****************************
|
---|
1824 | // entries in MParList
|
---|
1825 |
|
---|
1826 | pliston.AddToList(&tliston);
|
---|
1827 | InitBinnings(&pliston);
|
---|
1828 |
|
---|
1829 | pliston.AddToList(fRanForest);
|
---|
1830 | pliston.AddToList(fRanTree);
|
---|
1831 |
|
---|
1832 | //*****************************
|
---|
1833 | // entries in MTaskList
|
---|
1834 |
|
---|
1835 | tliston.AddToList(&read);
|
---|
1836 |
|
---|
1837 | tliston.AddToList(&rfcalc);
|
---|
1838 | tliston.AddToList(&sccalc);
|
---|
1839 | tliston.AddToList(&fillranfor);
|
---|
1840 | tliston.AddToList(&fillhadrf);
|
---|
1841 | tliston.AddToList(&fillhadsc);
|
---|
1842 |
|
---|
1843 | tliston.AddToList(&hfill1);
|
---|
1844 | tliston.AddToList(&hfill2);
|
---|
1845 | tliston.AddToList(&hfill3);
|
---|
1846 | tliston.AddToList(&hfill4);
|
---|
1847 | tliston.AddToList(&hfill5);
|
---|
1848 |
|
---|
1849 | tliston.AddToList(&write);
|
---|
1850 |
|
---|
1851 | tliston.AddToList(&contfinalgh);
|
---|
1852 | tliston.AddToList(&contfinal);
|
---|
1853 |
|
---|
1854 | //*****************************
|
---|
1855 |
|
---|
1856 | //-------------------------------------------
|
---|
1857 | // Execute event loop
|
---|
1858 | //
|
---|
1859 | MProgressBar bar;
|
---|
1860 | MEvtLoop evtloop;
|
---|
1861 | evtloop.SetParList(&pliston);
|
---|
1862 | evtloop.SetProgressBar(&bar);
|
---|
1863 |
|
---|
1864 | Int_t maxevents = -1;
|
---|
1865 | if ( !evtloop.Eventloop(maxevents) )
|
---|
1866 | return;
|
---|
1867 |
|
---|
1868 | tliston.PrintStatistics(0, kTRUE);
|
---|
1869 |
|
---|
1870 |
|
---|
1871 | //-------------------------------------------
|
---|
1872 | // Display the histograms
|
---|
1873 | //
|
---|
1874 | pliston.FindObject("MHRanForest")->DrawClone();
|
---|
1875 | pliston.FindObject("hadRF", "MHHadronness")->DrawClone();
|
---|
1876 | pliston.FindObject("hadSC", "MHHadronness")->DrawClone();
|
---|
1877 |
|
---|
1878 | pliston.FindObject("MHHillas")->DrawClone();
|
---|
1879 | pliston.FindObject("MHHillasExt")->DrawClone();
|
---|
1880 | pliston.FindObject("MHHillasSrc")->DrawClone();
|
---|
1881 | pliston.FindObject("MHNewImagePar")->DrawClone();
|
---|
1882 | pliston.FindObject("MHStarMap")->DrawClone();
|
---|
1883 |
|
---|
1884 | DeleteBinnings(&pliston);
|
---|
1885 | }
|
---|
1886 |
|
---|
1887 | gLog << "Macro CT1Analysis : End of Job B_RF_UP" << endl;
|
---|
1888 | gLog << "=======================================================" << endl;
|
---|
1889 | }
|
---|
1890 | //---------------------------------------------------------------------
|
---|
1891 |
|
---|
1892 |
|
---|
1893 |
|
---|
1894 | //---------------------------------------------------------------------
|
---|
1895 | // Job C
|
---|
1896 | //======
|
---|
1897 |
|
---|
1898 | // - read ON1 and MC1 data files
|
---|
1899 | // which should have been updated to contain the hadronnesses
|
---|
1900 | // for the method of NEAREST NEIGHBORS and for the SUOERCUTS
|
---|
1901 | // - produce Neyman-Pearson plots
|
---|
1902 |
|
---|
1903 | if (JobC)
|
---|
1904 | {
|
---|
1905 | gLog << "=====================================================" << endl;
|
---|
1906 | gLog << "Macro CT1Analysis : Start of Job C" << endl;
|
---|
1907 |
|
---|
1908 | gLog << "" << endl;
|
---|
1909 | gLog << "Macro CT1Analysis : JobC = " << JobC << endl;
|
---|
1910 |
|
---|
1911 |
|
---|
1912 | // name of input data file
|
---|
1913 | TString filenameData = outPath;
|
---|
1914 | filenameData += "OFF";
|
---|
1915 | filenameData += "2.root";
|
---|
1916 | gLog << "filenameData = " << filenameData << endl;
|
---|
1917 |
|
---|
1918 | // name of input MC file
|
---|
1919 | TString filenameMC = outPath;
|
---|
1920 | filenameMC += "MC";
|
---|
1921 | filenameMC += "2.root";
|
---|
1922 | gLog << "filenameMC = " << filenameMC << endl;
|
---|
1923 |
|
---|
1924 |
|
---|
1925 | //-----------------------------------------------------------------
|
---|
1926 |
|
---|
1927 | MTaskList tliston;
|
---|
1928 | MParList pliston;
|
---|
1929 |
|
---|
1930 |
|
---|
1931 | // geometry is needed in MHHillas... classes
|
---|
1932 | MGeomCam *fGeom =
|
---|
1933 | (MGeomCam*)pliston->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
1934 |
|
---|
1935 | //-------------------------------------------
|
---|
1936 | // create the tasks which should be executed
|
---|
1937 | //
|
---|
1938 |
|
---|
1939 | MReadMarsFile read("Events", filenameMC);
|
---|
1940 | read.AddFile(filenameData);
|
---|
1941 | read.DisableAutoScheme();
|
---|
1942 |
|
---|
1943 |
|
---|
1944 | //.......................................................................
|
---|
1945 | // names of hadronness containers
|
---|
1946 |
|
---|
1947 | TString hadNNName = "HadNN";
|
---|
1948 | TString hadSCName = "HadSC";
|
---|
1949 | TString hadRFName = "HadRF";
|
---|
1950 |
|
---|
1951 | //.......................................................................
|
---|
1952 |
|
---|
1953 |
|
---|
1954 | TString fHilName = "MHillas";
|
---|
1955 | TString fHilNameExt = "MHillasExt";
|
---|
1956 | TString fHilNameSrc = "MHillasSrc";
|
---|
1957 | TString fImgParName = "MNewImagePar";
|
---|
1958 |
|
---|
1959 | Float_t maxhadronness = 0.40;
|
---|
1960 | Float_t maxalpha = 20.0;
|
---|
1961 | Float_t maxdist = 10.0;
|
---|
1962 |
|
---|
1963 | MFCT1SelFinal selfinalgh(fHilNameSrc);
|
---|
1964 | selfinalgh.SetCuts(maxhadronness, 100.0, maxdist);
|
---|
1965 | selfinalgh.SetHadronnessName(hadRFName);
|
---|
1966 | selfinalgh.SetName("SelFinalgh");
|
---|
1967 | MContinue contfinalgh(&selfinalgh);
|
---|
1968 | contfinalgh.SetName("ContSelFinalgh");
|
---|
1969 |
|
---|
1970 | //MFillH fillhadnn("hadNN[MHHadronness]", hadNNName);
|
---|
1971 | //fillhadnn.SetName("HhadNN");
|
---|
1972 | MFillH fillhadsc("hadSC[MHHadronness]", hadSCName);
|
---|
1973 | fillhadsc.SetName("HhadSC");
|
---|
1974 | MFillH fillhadrf("hadRF[MHHadronness]", hadRFName);
|
---|
1975 | fillhadrf.SetName("HhadRF");
|
---|
1976 |
|
---|
1977 | MFCT1SelFinal selfinal(fHilNameSrc);
|
---|
1978 | selfinal.SetCuts(maxhadronness, maxalpha, maxdist);
|
---|
1979 | selfinal.SetHadronnessName(hadRFName);
|
---|
1980 | selfinal.SetName("SelFinal");
|
---|
1981 | MContinue contfinal(&selfinal);
|
---|
1982 | contfinal.SetName("ContSelFinal");
|
---|
1983 |
|
---|
1984 |
|
---|
1985 | MFillH hfill1("MHHillas", fHilName);
|
---|
1986 | hfill1.SetName("HHillas");
|
---|
1987 |
|
---|
1988 | MFillH hfill2("MHStarMap", fHilName);
|
---|
1989 | hfill2.SetName("HStarMap");
|
---|
1990 |
|
---|
1991 | MFillH hfill3("MHHillasExt", fHilNameSrc);
|
---|
1992 | hfill3.SetName("HHillasExt");
|
---|
1993 |
|
---|
1994 | MFillH hfill4("MHHillasSrc", fHilNameSrc);
|
---|
1995 | hfill4.SetName("HHillasSrc");
|
---|
1996 |
|
---|
1997 | MFillH hfill5("MHNewImagePar", fImgParName);
|
---|
1998 | hfill5.SetName("HNewImagePar");
|
---|
1999 |
|
---|
2000 |
|
---|
2001 | //*****************************
|
---|
2002 | // entries in MParList
|
---|
2003 |
|
---|
2004 | pliston.AddToList(&tliston);
|
---|
2005 | InitBinnings(&pliston);
|
---|
2006 |
|
---|
2007 |
|
---|
2008 | //*****************************
|
---|
2009 | // entries in MTaskList
|
---|
2010 |
|
---|
2011 | tliston.AddToList(&read);
|
---|
2012 |
|
---|
2013 | //tliston.AddToList(&fillhadnn);
|
---|
2014 | tliston.AddToList(&fillhadsc);
|
---|
2015 | tliston.AddToList(&fillhadrf);
|
---|
2016 |
|
---|
2017 | tliston.AddToList(&contfinalgh);
|
---|
2018 | tliston.AddToList(&hfill1);
|
---|
2019 | tliston.AddToList(&hfill2);
|
---|
2020 | tliston.AddToList(&hfill3);
|
---|
2021 | tliston.AddToList(&hfill4);
|
---|
2022 | tliston.AddToList(&hfill5);
|
---|
2023 |
|
---|
2024 | tliston.AddToList(&contfinal);
|
---|
2025 |
|
---|
2026 | //*****************************
|
---|
2027 |
|
---|
2028 | //-------------------------------------------
|
---|
2029 | // Execute event loop
|
---|
2030 | //
|
---|
2031 | MProgressBar bar;
|
---|
2032 | MEvtLoop evtloop;
|
---|
2033 | evtloop.SetParList(&pliston);
|
---|
2034 | evtloop.SetProgressBar(&bar);
|
---|
2035 |
|
---|
2036 | Int_t maxevents = -1;
|
---|
2037 | //Int_t maxevents = 35000;
|
---|
2038 | if ( !evtloop.Eventloop(maxevents) )
|
---|
2039 | return;
|
---|
2040 |
|
---|
2041 | tliston.PrintStatistics(0, kTRUE);
|
---|
2042 |
|
---|
2043 |
|
---|
2044 | //-------------------------------------------
|
---|
2045 | // Display the histograms
|
---|
2046 | //
|
---|
2047 |
|
---|
2048 | //pliston.FindObject("hadNN", "MHHadronness")->DrawClone();
|
---|
2049 | pliston.FindObject("hadSC", "MHHadronness")->DrawClone();
|
---|
2050 | pliston.FindObject("hadRF", "MHHadronness")->DrawClone();
|
---|
2051 |
|
---|
2052 | pliston.FindObject("MHHillas")->DrawClone();
|
---|
2053 | pliston.FindObject("MHHillasExt")->DrawClone();
|
---|
2054 | pliston.FindObject("MHHillasSrc")->DrawClone();
|
---|
2055 | pliston.FindObject("MHNewImagePar")->DrawClone();
|
---|
2056 | pliston.FindObject("MHStarMap")->DrawClone();
|
---|
2057 |
|
---|
2058 | DeleteBinnings(&pliston);
|
---|
2059 |
|
---|
2060 | gLog << "Macro CT1Analysis : End of Job C" << endl;
|
---|
2061 | gLog << "===================================================" << endl;
|
---|
2062 | }
|
---|
2063 |
|
---|
2064 |
|
---|
2065 | //---------------------------------------------------------------------
|
---|
2066 | // Job D
|
---|
2067 | //======
|
---|
2068 |
|
---|
2069 | // - select g/h separation method XX
|
---|
2070 | // - read ON2 (or MC2) root file
|
---|
2071 | // - apply cuts in hadronness
|
---|
2072 | // - make plots
|
---|
2073 |
|
---|
2074 |
|
---|
2075 | if (JobD)
|
---|
2076 | {
|
---|
2077 | gLog << "=====================================================" << endl;
|
---|
2078 | gLog << "Macro CT1Analysis : Start of Job D" << endl;
|
---|
2079 |
|
---|
2080 | gLog << "" << endl;
|
---|
2081 | gLog << "Macro CT1Analysis : JobD = "
|
---|
2082 | << JobD << endl;
|
---|
2083 |
|
---|
2084 | // type of data to be analysed
|
---|
2085 | TString typeData = "ON";
|
---|
2086 | //TString typeData = "OFF";
|
---|
2087 | //TString typeData = "MC";
|
---|
2088 | gLog << "typeData = " << typeData << endl;
|
---|
2089 |
|
---|
2090 | TString ext = "2.root";
|
---|
2091 |
|
---|
2092 |
|
---|
2093 | //------------------------------
|
---|
2094 | // selection of g/h separation method
|
---|
2095 | // and definition of final selections
|
---|
2096 |
|
---|
2097 | //TString XX("NN");
|
---|
2098 | //TString XX("SC");
|
---|
2099 | TString XX("RF");
|
---|
2100 | TString fhadronnessName("Had");
|
---|
2101 | fhadronnessName += XX;
|
---|
2102 | gLog << "fhadronnessName = " << fhadronnessName << endl;
|
---|
2103 |
|
---|
2104 | // maximum values of the hadronness, |ALPHA| and DIST
|
---|
2105 | Float_t maxhadronness = 0.30;
|
---|
2106 | Float_t maxalpha = 20.0;
|
---|
2107 | Float_t maxdist = 10.0;
|
---|
2108 | gLog << "Maximum values of hadronness, |ALPHA| and DIST = "
|
---|
2109 | << maxhadronness << ", " << maxalpha << ", "
|
---|
2110 | << maxdist << endl;
|
---|
2111 |
|
---|
2112 |
|
---|
2113 | //------------------------------
|
---|
2114 | // name of data file to be analysed
|
---|
2115 | TString filenameData(outPath);
|
---|
2116 | filenameData += typeData;
|
---|
2117 | filenameData += ext;
|
---|
2118 | gLog << "filenameData = " << filenameData << endl;
|
---|
2119 |
|
---|
2120 |
|
---|
2121 |
|
---|
2122 | //*************************************************************************
|
---|
2123 | //
|
---|
2124 | // Analyse the data
|
---|
2125 | //
|
---|
2126 |
|
---|
2127 | MTaskList tliston;
|
---|
2128 | MParList pliston;
|
---|
2129 |
|
---|
2130 | // geometry is needed in MHHillas... classes
|
---|
2131 | MGeomCam *fGeom =
|
---|
2132 | (MGeomCam*)pliston->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
2133 |
|
---|
2134 |
|
---|
2135 | TString fHilName = "MHillas";
|
---|
2136 | TString fHilNameExt = "MHillasExt";
|
---|
2137 | TString fHilNameSrc = "MHillasSrc";
|
---|
2138 | TString fImgParName = "MNewImagePar";
|
---|
2139 |
|
---|
2140 | //-------------------------------------------
|
---|
2141 | // create the tasks which should be executed
|
---|
2142 | //
|
---|
2143 |
|
---|
2144 | MReadMarsFile read("Events", filenameData);
|
---|
2145 | read.DisableAutoScheme();
|
---|
2146 |
|
---|
2147 |
|
---|
2148 | //-----------------------------------------------------------------
|
---|
2149 | // geometry is needed in MHHillas... classes
|
---|
2150 | MGeomCam *fGeom =
|
---|
2151 | (MGeomCam*)pliston->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
2152 |
|
---|
2153 | MFCT1SelFinal selfinalgh(fHilNameSrc);
|
---|
2154 | selfinalgh.SetCuts(maxhadronness, 100.0, maxdist);
|
---|
2155 | selfinalgh.SetHadronnessName(fhadronnessName);
|
---|
2156 | selfinalgh.SetName("SelFinalgh");
|
---|
2157 | MContinue contfinalgh(&selfinalgh);
|
---|
2158 | contfinalgh.SetName("ContSelFinalgh");
|
---|
2159 |
|
---|
2160 | //MFillH fillhadnn("hadNN[MHHadronness]", "HadNN");
|
---|
2161 | //fillhadnn.SetName("HhadNN");
|
---|
2162 | MFillH fillhadsc("hadSC[MHHadronness]", "HadSC");
|
---|
2163 | fillhadsc.SetName("HhadSC");
|
---|
2164 | MFillH fillhadrf("hadRF[MHHadronness]", "HadRF");
|
---|
2165 | fillhadrf.SetName("HhadRF");
|
---|
2166 |
|
---|
2167 |
|
---|
2168 | MFillH hfill1("MHHillas", fHilName);
|
---|
2169 | hfill1.SetName("HHillas");
|
---|
2170 |
|
---|
2171 | MFillH hfill2("MHStarMap", fHilName);
|
---|
2172 | hfill2.SetName("HStarMap");
|
---|
2173 |
|
---|
2174 | MFillH hfill3("MHHillasExt", fHilNameSrc);
|
---|
2175 | hfill3.SetName("HHillasExt");
|
---|
2176 |
|
---|
2177 | MFillH hfill4("MHHillasSrc", fHilNameSrc);
|
---|
2178 | hfill4.SetName("HHillasSrc");
|
---|
2179 |
|
---|
2180 | MFillH hfill5("MHNewImagePar", fImgParName);
|
---|
2181 | hfill5.SetName("HNewImagePar");
|
---|
2182 |
|
---|
2183 | MFCT1SelFinal selfinal(fHilNameSrc);
|
---|
2184 | selfinal.SetCuts(maxhadronness, maxalpha, maxdist);
|
---|
2185 | selfinal.SetHadronnessName(fhadronnessName);
|
---|
2186 | selfinal.SetName("SelFinal");
|
---|
2187 | MContinue contfinal(&selfinal);
|
---|
2188 | contfinal.SetName("ContSelFinal");
|
---|
2189 |
|
---|
2190 |
|
---|
2191 | //*****************************
|
---|
2192 | // entries in MParList
|
---|
2193 |
|
---|
2194 | pliston.AddToList(&tliston);
|
---|
2195 | InitBinnings(&pliston);
|
---|
2196 |
|
---|
2197 |
|
---|
2198 | //*****************************
|
---|
2199 | // entries in MTaskList
|
---|
2200 |
|
---|
2201 | tliston.AddToList(&read);
|
---|
2202 |
|
---|
2203 | tliston.AddToList(&contfinalgh);
|
---|
2204 |
|
---|
2205 | //tliston.AddToList(&fillhadnn);
|
---|
2206 | tliston.AddToList(&fillhadsc);
|
---|
2207 | tliston.AddToList(&fillhadrf);
|
---|
2208 |
|
---|
2209 | tliston.AddToList(&hfill1);
|
---|
2210 | tliston.AddToList(&hfill2);
|
---|
2211 | tliston.AddToList(&hfill3);
|
---|
2212 | tliston.AddToList(&hfill4);
|
---|
2213 | tliston.AddToList(&hfill5);
|
---|
2214 |
|
---|
2215 | tliston.AddToList(&contfinal);
|
---|
2216 |
|
---|
2217 | //*****************************
|
---|
2218 |
|
---|
2219 | //-------------------------------------------
|
---|
2220 | // Execute event loop
|
---|
2221 | //
|
---|
2222 | MProgressBar bar;
|
---|
2223 | MEvtLoop evtloop;
|
---|
2224 | evtloop.SetParList(&pliston);
|
---|
2225 | evtloop.SetProgressBar(&bar);
|
---|
2226 |
|
---|
2227 | Int_t maxevents = -1;
|
---|
2228 | //Int_t maxevents = 10000;
|
---|
2229 | if ( !evtloop.Eventloop(maxevents) )
|
---|
2230 | return;
|
---|
2231 |
|
---|
2232 | tliston.PrintStatistics(0, kTRUE);
|
---|
2233 |
|
---|
2234 |
|
---|
2235 |
|
---|
2236 | //-------------------------------------------
|
---|
2237 | // Display the histograms
|
---|
2238 | //
|
---|
2239 |
|
---|
2240 | //pliston.FindObject("hadNN", "MHHadronness")->DrawClone();
|
---|
2241 | pliston.FindObject("hadRF", "MHHadronness")->DrawClone();
|
---|
2242 | pliston.FindObject("hadSC", "MHHadronness")->DrawClone();
|
---|
2243 |
|
---|
2244 | pliston.FindObject("MHHillas")->DrawClone();
|
---|
2245 | pliston.FindObject("MHHillasExt")->DrawClone();
|
---|
2246 | pliston.FindObject("MHHillasSrc")->DrawClone();
|
---|
2247 | pliston.FindObject("MHNewImagePar")->DrawClone();
|
---|
2248 | pliston.FindObject("MHStarMap")->DrawClone();
|
---|
2249 |
|
---|
2250 | //-------------------------------------------
|
---|
2251 | // fit alpha distribution to get the number of excess events
|
---|
2252 | //
|
---|
2253 |
|
---|
2254 | MHHillasSrc* hillasSrc =
|
---|
2255 | (MHHillasSrc*)(pliston.FindObject("MHHillasSrc"));
|
---|
2256 | TH1F* alphaHist = (TH1F*)(hillasSrc->GetHistAlpha());
|
---|
2257 |
|
---|
2258 | MHOnSubtraction onsub;
|
---|
2259 | onsub.Calc(alphaHist, &pliston, kTRUE, 13.1);
|
---|
2260 | //-------------------------------------------
|
---|
2261 |
|
---|
2262 | DeleteBinnings(&pliston);
|
---|
2263 |
|
---|
2264 | gLog << "Macro CT1Analysis : End of Job D" << endl;
|
---|
2265 | gLog << "=======================================================" << endl;
|
---|
2266 | }
|
---|
2267 | //---------------------------------------------------------------------
|
---|
2268 |
|
---|
2269 |
|
---|
2270 | //---------------------------------------------------------------------
|
---|
2271 | // Job E_EST_UP
|
---|
2272 | //============
|
---|
2273 |
|
---|
2274 | // - read MC2.root file
|
---|
2275 | // - select g/h separation method XX
|
---|
2276 | // - optimize energy estimator for events passing final cuts
|
---|
2277 | // - write parameters of energy estimator onto file "energyest_XX.root"
|
---|
2278 | //
|
---|
2279 | // - read ON2.root and MC2.root files
|
---|
2280 | // - update input root file with the estimated energy
|
---|
2281 | // (ON_XX2.root, MC_XX2.root)
|
---|
2282 |
|
---|
2283 |
|
---|
2284 | if (JobE_EST_UP)
|
---|
2285 | {
|
---|
2286 | gLog << "=====================================================" << endl;
|
---|
2287 | gLog << "Macro CT1Analysis : Start of Job E_EST_UP" << endl;
|
---|
2288 |
|
---|
2289 | gLog << "" << endl;
|
---|
2290 | gLog << "Macro CT1Analysis : JobE_EST_UP, WESTUP = "
|
---|
2291 | << JobE_EST_UP << ", " << WESTUP << endl;
|
---|
2292 |
|
---|
2293 |
|
---|
2294 | TString typeON = "ON";
|
---|
2295 | TString typeOFF = "OFF";
|
---|
2296 | TString typeMC = "MC";
|
---|
2297 | TString ext = "2.root";
|
---|
2298 | TString extout = "3.root";
|
---|
2299 |
|
---|
2300 | //------------------------------
|
---|
2301 | // name of MC file to be used for optimizing the energy estimator
|
---|
2302 | TString filenameOpt(outPath);
|
---|
2303 | filenameOpt += typeMC;
|
---|
2304 | filenameOpt += ext;
|
---|
2305 | gLog << "filenameOpt = " << filenameOpt << endl;
|
---|
2306 |
|
---|
2307 | //------------------------------
|
---|
2308 | // selection of g/h separation method
|
---|
2309 | // and definition of final selections
|
---|
2310 |
|
---|
2311 | //TString XX("NN");
|
---|
2312 | //TString XX("SC");
|
---|
2313 | TString XX("RF");
|
---|
2314 | TString fhadronnessName("Had");
|
---|
2315 | fhadronnessName += XX;
|
---|
2316 | gLog << "fhadronnessName = " << fhadronnessName << endl;
|
---|
2317 |
|
---|
2318 | // maximum values of the hadronness, |alpha| and dist
|
---|
2319 | Float_t maxhadronness = 0.40;
|
---|
2320 | Float_t maxalpha = 20.0;
|
---|
2321 | Float_t maxdist = 10.0;
|
---|
2322 | gLog << "Maximum values of hadronness, |ALPHA| and DIST = "
|
---|
2323 | << maxhadronness << ", " << maxalpha << ", "
|
---|
2324 | << maxdist << endl;
|
---|
2325 |
|
---|
2326 | // name of file containing the parameters of the energy estimator
|
---|
2327 | TString energyParName(outPath);
|
---|
2328 | energyParName += "energyest_";
|
---|
2329 | energyParName += XX;
|
---|
2330 | energyParName += ".root";
|
---|
2331 | gLog << "energyParName = " << energyParName << endl;
|
---|
2332 |
|
---|
2333 |
|
---|
2334 | //------------------------------
|
---|
2335 | // name of ON file to be updated
|
---|
2336 | TString filenameON(outPath);
|
---|
2337 | filenameON += typeON;
|
---|
2338 | filenameON += ext;
|
---|
2339 | gLog << "filenameON = " << filenameON << endl;
|
---|
2340 |
|
---|
2341 | // name of OFF file to be updated
|
---|
2342 | TString filenameOFF(outPath);
|
---|
2343 | filenameOFF += typeOFF;
|
---|
2344 | filenameOFF += ext;
|
---|
2345 | gLog << "filenameOFF = " << filenameOFF << endl;
|
---|
2346 |
|
---|
2347 | // name of MC file to be updated
|
---|
2348 | TString filenameMC(outPath);
|
---|
2349 | filenameMC += typeMC;
|
---|
2350 | filenameMC += ext;
|
---|
2351 | gLog << "filenameMC = " << filenameMC << endl;
|
---|
2352 |
|
---|
2353 | //------------------------------
|
---|
2354 | // name of updated ON file
|
---|
2355 | TString filenameONup(outPath);
|
---|
2356 | filenameONup += typeON;
|
---|
2357 | filenameONup += "_";
|
---|
2358 | filenameONup += XX;
|
---|
2359 | filenameONup += extout;
|
---|
2360 | gLog << "filenameONup = " << filenameONup << endl;
|
---|
2361 |
|
---|
2362 | // name of updated OFF file
|
---|
2363 | TString filenameOFFup(outPath);
|
---|
2364 | filenameOFFup += typeOFF;
|
---|
2365 | filenameOFFup += "_";
|
---|
2366 | filenameOFFup += XX;
|
---|
2367 | filenameOFFup += extout;
|
---|
2368 | gLog << "filenameOFFup = " << filenameOFFup << endl;
|
---|
2369 |
|
---|
2370 | // name of updated MC file
|
---|
2371 | TString filenameMCup(outPath);
|
---|
2372 | filenameMCup += typeMC;
|
---|
2373 | filenameMCup += "_";
|
---|
2374 | filenameMCup += XX;
|
---|
2375 | filenameMCup += extout;
|
---|
2376 | gLog << "filenameMCup = " << filenameMCup << endl;
|
---|
2377 |
|
---|
2378 | //-----------------------------------------------------------
|
---|
2379 |
|
---|
2380 | TString fHilName = "MHillas";
|
---|
2381 | TString fHilNameExt = "MHillasExt";
|
---|
2382 | TString fHilNameSrc = "MHillasSrc";
|
---|
2383 | TString fImgParName = "MNewImagePar";
|
---|
2384 |
|
---|
2385 | //===========================================================
|
---|
2386 | //
|
---|
2387 | // Optimization of energy estimator
|
---|
2388 | //
|
---|
2389 |
|
---|
2390 | TString inpath("");
|
---|
2391 | TString outpath("");
|
---|
2392 | Int_t howMany = 2000;
|
---|
2393 | CT1EEst(inpath, filenameOpt, outpath, energyParName,
|
---|
2394 | fHilName, fHilNameSrc, fhadronnessName,
|
---|
2395 | howMany, maxhadronness, maxalpha, maxdist);
|
---|
2396 |
|
---|
2397 | //-----------------------------------------------------------
|
---|
2398 | //
|
---|
2399 | // Read in parameters of energy estimator
|
---|
2400 | //
|
---|
2401 | gLog << "================================================================"
|
---|
2402 | << endl;
|
---|
2403 | gLog << "Macro CT1Analysis.C : read parameters of energy estimator from file '"
|
---|
2404 | << energyParName << "'" << endl;
|
---|
2405 | TFile enparam(energyParName);
|
---|
2406 | MMcEnergyEst mcest("MMcEnergyEst");
|
---|
2407 | mcest.Read("MMcEnergyEst");
|
---|
2408 | enparam.Close();
|
---|
2409 |
|
---|
2410 | TArrayD parA(5);
|
---|
2411 | TArrayD parB(7);
|
---|
2412 | for (Int_t i=0; i<parA.GetSize(); i++)
|
---|
2413 | parA[i] = mcest.GetCoeff(i);
|
---|
2414 | for (Int_t i=0; i<parB.GetSize(); i++)
|
---|
2415 | parB[i] = mcest.GetCoeff( i+parA.GetSize() );
|
---|
2416 |
|
---|
2417 |
|
---|
2418 | if (WESTUP)
|
---|
2419 | {
|
---|
2420 | //========== start update ============================================
|
---|
2421 | //
|
---|
2422 | // Update ON, OFF and MC root files with the estimated energy
|
---|
2423 |
|
---|
2424 | //---------------------------------------------------
|
---|
2425 | // Update OFF data
|
---|
2426 | //
|
---|
2427 | gLog << "============================================================"
|
---|
2428 | << endl;
|
---|
2429 | gLog << "Macro CT1Analysis.C : update file '" << filenameOFF
|
---|
2430 | << "'" << endl;
|
---|
2431 |
|
---|
2432 | MTaskList tlistoff;
|
---|
2433 | MParList plistoff;
|
---|
2434 |
|
---|
2435 |
|
---|
2436 | // geometry is needed in MHHillas... classes
|
---|
2437 | MGeomCam *fGeom =
|
---|
2438 | (MGeomCam*)plistoff->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
2439 |
|
---|
2440 | //-------------------------------------------
|
---|
2441 | // create the tasks which should be executed
|
---|
2442 | //
|
---|
2443 |
|
---|
2444 | MReadMarsFile read("Events", filenameOFF);
|
---|
2445 | read.DisableAutoScheme();
|
---|
2446 |
|
---|
2447 | //---------------------------
|
---|
2448 | // calculate estimated energy
|
---|
2449 |
|
---|
2450 | MEnergyEstParam eest2(fHilName);
|
---|
2451 | eest2.Add(fHilNameSrc);
|
---|
2452 |
|
---|
2453 | eest2.SetCoeffA(parA);
|
---|
2454 | eest2.SetCoeffB(parB);
|
---|
2455 |
|
---|
2456 | //.......................................................................
|
---|
2457 |
|
---|
2458 | MWriteRootFile write(filenameOFFup);
|
---|
2459 |
|
---|
2460 | write.AddContainer("MRawRunHeader", "RunHeaders");
|
---|
2461 | write.AddContainer("MTime", "Events");
|
---|
2462 | write.AddContainer("MMcEvt", "Events");
|
---|
2463 | write.AddContainer("ThetaOrig", "Events");
|
---|
2464 | write.AddContainer("MSrcPosCam", "Events");
|
---|
2465 | write.AddContainer("MSigmabar", "Events");
|
---|
2466 | write.AddContainer("MHillas", "Events");
|
---|
2467 | write.AddContainer("MHillasExt", "Events");
|
---|
2468 | write.AddContainer("MHillasSrc", "Events");
|
---|
2469 | write.AddContainer("MNewImagePar", "Events");
|
---|
2470 |
|
---|
2471 | //write.AddContainer("HadNN", "Events");
|
---|
2472 | write.AddContainer("HadSC", "Events");
|
---|
2473 | write.AddContainer("HadRF", "Events");
|
---|
2474 |
|
---|
2475 | write.AddContainer("MEnergyEst", "Events");
|
---|
2476 |
|
---|
2477 | //-----------------------------------------------------------------
|
---|
2478 |
|
---|
2479 | MFCT1SelFinal selfinal(fHilNameSrc);
|
---|
2480 | selfinal.SetCuts(maxhadronness, maxalpha, maxdist);
|
---|
2481 | selfinal.SetHadronnessName(fhadronnessName);
|
---|
2482 | MContinue contfinal(&selfinal);
|
---|
2483 |
|
---|
2484 |
|
---|
2485 | //*****************************
|
---|
2486 | // entries in MParList
|
---|
2487 |
|
---|
2488 | plistoff.AddToList(&tlistoff);
|
---|
2489 | InitBinnings(&plistoff);
|
---|
2490 |
|
---|
2491 |
|
---|
2492 | //*****************************
|
---|
2493 | // entries in MTaskList
|
---|
2494 |
|
---|
2495 | tlistoff.AddToList(&read);
|
---|
2496 | tlistoff.AddToList(&eest2);
|
---|
2497 | tlistoff.AddToList(&write);
|
---|
2498 | tlistoff.AddToList(&contfinal);
|
---|
2499 |
|
---|
2500 | //*****************************
|
---|
2501 |
|
---|
2502 | //-------------------------------------------
|
---|
2503 | // Execute event loop
|
---|
2504 | //
|
---|
2505 | MProgressBar bar;
|
---|
2506 | MEvtLoop evtloop;
|
---|
2507 | evtloop.SetParList(&plistoff);
|
---|
2508 | evtloop.SetProgressBar(&bar);
|
---|
2509 |
|
---|
2510 | Int_t maxevents = -1;
|
---|
2511 | //Int_t maxevents = 1000;
|
---|
2512 | if ( !evtloop.Eventloop(maxevents) )
|
---|
2513 | return;
|
---|
2514 |
|
---|
2515 | tlistoff.PrintStatistics(0, kTRUE);
|
---|
2516 | DeleteBinnings(&plistoff);
|
---|
2517 |
|
---|
2518 | //---------------------------------------------------
|
---|
2519 |
|
---|
2520 | //---------------------------------------------------
|
---|
2521 | // Update ON data
|
---|
2522 | //
|
---|
2523 | gLog << "============================================================"
|
---|
2524 | << endl;
|
---|
2525 | gLog << "Macro CT1Analysis.C : update file '" << filenameON
|
---|
2526 | << "'" << endl;
|
---|
2527 |
|
---|
2528 | MTaskList tliston;
|
---|
2529 | MParList pliston;
|
---|
2530 |
|
---|
2531 |
|
---|
2532 | // geometry is needed in MHHillas... classes
|
---|
2533 | MGeomCam *fGeom =
|
---|
2534 | (MGeomCam*)pliston->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
2535 |
|
---|
2536 | //-------------------------------------------
|
---|
2537 | // create the tasks which should be executed
|
---|
2538 | //
|
---|
2539 |
|
---|
2540 | MReadMarsFile read("Events", filenameON);
|
---|
2541 | read.DisableAutoScheme();
|
---|
2542 |
|
---|
2543 | //---------------------------
|
---|
2544 | // calculate estimated energy
|
---|
2545 |
|
---|
2546 | MEnergyEstParam eest2(fHilName);
|
---|
2547 | eest2.Add(fHilNameSrc);
|
---|
2548 |
|
---|
2549 | eest2.SetCoeffA(parA);
|
---|
2550 | eest2.SetCoeffB(parB);
|
---|
2551 |
|
---|
2552 | //.......................................................................
|
---|
2553 |
|
---|
2554 | MWriteRootFile write(filenameONup);
|
---|
2555 |
|
---|
2556 | write.AddContainer("MRawRunHeader", "RunHeaders");
|
---|
2557 | write.AddContainer("MTime", "Events");
|
---|
2558 | write.AddContainer("MMcEvt", "Events");
|
---|
2559 | write.AddContainer("ThetaOrig", "Events");
|
---|
2560 | write.AddContainer("MSrcPosCam", "Events");
|
---|
2561 | write.AddContainer("MSigmabar", "Events");
|
---|
2562 | write.AddContainer("MHillas", "Events");
|
---|
2563 | write.AddContainer("MHillasExt", "Events");
|
---|
2564 | write.AddContainer("MHillasSrc", "Events");
|
---|
2565 | write.AddContainer("MNewImagePar", "Events");
|
---|
2566 |
|
---|
2567 | //write.AddContainer("HadNN", "Events");
|
---|
2568 | write.AddContainer("HadSC", "Events");
|
---|
2569 | write.AddContainer("HadRF", "Events");
|
---|
2570 |
|
---|
2571 | write.AddContainer("MEnergyEst", "Events");
|
---|
2572 |
|
---|
2573 | //-----------------------------------------------------------------
|
---|
2574 |
|
---|
2575 | MFCT1SelFinal selfinal(fHilNameSrc);
|
---|
2576 | selfinal.SetCuts(maxhadronness, maxalpha, maxdist);
|
---|
2577 | selfinal.SetHadronnessName(fhadronnessName);
|
---|
2578 | MContinue contfinal(&selfinal);
|
---|
2579 |
|
---|
2580 |
|
---|
2581 | //*****************************
|
---|
2582 | // entries in MParList
|
---|
2583 |
|
---|
2584 | pliston.AddToList(&tliston);
|
---|
2585 | InitBinnings(&pliston);
|
---|
2586 |
|
---|
2587 |
|
---|
2588 | //*****************************
|
---|
2589 | // entries in MTaskList
|
---|
2590 |
|
---|
2591 | tliston.AddToList(&read);
|
---|
2592 | tliston.AddToList(&eest2);
|
---|
2593 | tliston.AddToList(&write);
|
---|
2594 | tliston.AddToList(&contfinal);
|
---|
2595 |
|
---|
2596 | //*****************************
|
---|
2597 |
|
---|
2598 | //-------------------------------------------
|
---|
2599 | // Execute event loop
|
---|
2600 | //
|
---|
2601 | MProgressBar bar;
|
---|
2602 | MEvtLoop evtloop;
|
---|
2603 | evtloop.SetParList(&pliston);
|
---|
2604 | evtloop.SetProgressBar(&bar);
|
---|
2605 |
|
---|
2606 | Int_t maxevents = -1;
|
---|
2607 | //Int_t maxevents = 1000;
|
---|
2608 | if ( !evtloop.Eventloop(maxevents) )
|
---|
2609 | return;
|
---|
2610 |
|
---|
2611 | tliston.PrintStatistics(0, kTRUE);
|
---|
2612 | DeleteBinnings(&pliston);
|
---|
2613 |
|
---|
2614 | //---------------------------------------------------
|
---|
2615 |
|
---|
2616 | //---------------------------------------------------
|
---|
2617 | // Update MC data
|
---|
2618 | //
|
---|
2619 | gLog << "============================================================"
|
---|
2620 | << endl;
|
---|
2621 | gLog << "Macro CT1Analysis.C : update file '" << filenameMC
|
---|
2622 | << "'" << endl;
|
---|
2623 |
|
---|
2624 | MTaskList tlistmc;
|
---|
2625 | MParList plistmc;
|
---|
2626 |
|
---|
2627 | //-------------------------------------------
|
---|
2628 | // create the tasks which should be executed
|
---|
2629 | //
|
---|
2630 |
|
---|
2631 | MReadMarsFile read("Events", filenameMC);
|
---|
2632 | read.DisableAutoScheme();
|
---|
2633 |
|
---|
2634 | //---------------------------
|
---|
2635 | // calculate estimated energy
|
---|
2636 |
|
---|
2637 | MEnergyEstParam eest2(fHilName);
|
---|
2638 | eest2.Add(fHilNameSrc);
|
---|
2639 |
|
---|
2640 | eest2.SetCoeffA(parA);
|
---|
2641 | eest2.SetCoeffB(parB);
|
---|
2642 |
|
---|
2643 | //.......................................................................
|
---|
2644 |
|
---|
2645 | MWriteRootFile write(filenameMCup);
|
---|
2646 |
|
---|
2647 | write.AddContainer("MRawRunHeader", "RunHeaders");
|
---|
2648 | write.AddContainer("MTime", "Events");
|
---|
2649 | write.AddContainer("MMcEvt", "Events");
|
---|
2650 | write.AddContainer("ThetaOrig", "Events");
|
---|
2651 | write.AddContainer("MSrcPosCam", "Events");
|
---|
2652 | write.AddContainer("MSigmabar", "Events");
|
---|
2653 | write.AddContainer("MHillas", "Events");
|
---|
2654 | write.AddContainer("MHillasExt", "Events");
|
---|
2655 | write.AddContainer("MHillasSrc", "Events");
|
---|
2656 | write.AddContainer("MNewImagePar", "Events");
|
---|
2657 |
|
---|
2658 | //write.AddContainer("HadNN", "Events");
|
---|
2659 | write.AddContainer("HadSC", "Events");
|
---|
2660 | write.AddContainer("HadRF", "Events");
|
---|
2661 |
|
---|
2662 | write.AddContainer("MEnergyEst", "Events");
|
---|
2663 |
|
---|
2664 | //-----------------------------------------------------------------
|
---|
2665 |
|
---|
2666 | MFCT1SelFinal selfinal(fHilNameSrc);
|
---|
2667 | selfinal.SetCuts(maxhadronness, maxalpha, maxdist);
|
---|
2668 | selfinal.SetHadronnessName(fhadronnessName);
|
---|
2669 | MContinue contfinal(&selfinal);
|
---|
2670 |
|
---|
2671 |
|
---|
2672 | //*****************************
|
---|
2673 | // entries in MParList
|
---|
2674 |
|
---|
2675 | plistmc.AddToList(&tlistmc);
|
---|
2676 | InitBinnings(&plistmc);
|
---|
2677 |
|
---|
2678 |
|
---|
2679 | //*****************************
|
---|
2680 | // entries in MTaskList
|
---|
2681 |
|
---|
2682 | tlistmc.AddToList(&read);
|
---|
2683 | tlistmc.AddToList(&eest2);
|
---|
2684 | tlistmc.AddToList(&write);
|
---|
2685 | tlistmc.AddToList(&contfinal);
|
---|
2686 |
|
---|
2687 | //*****************************
|
---|
2688 |
|
---|
2689 | //-------------------------------------------
|
---|
2690 | // Execute event loop
|
---|
2691 | //
|
---|
2692 | MProgressBar bar;
|
---|
2693 | MEvtLoop evtloop;
|
---|
2694 | evtloop.SetParList(&plistmc);
|
---|
2695 | evtloop.SetProgressBar(&bar);
|
---|
2696 |
|
---|
2697 | Int_t maxevents = -1;
|
---|
2698 | //Int_t maxevents = 1000;
|
---|
2699 | if ( !evtloop.Eventloop(maxevents) )
|
---|
2700 | return;
|
---|
2701 |
|
---|
2702 | tlistmc.PrintStatistics(0, kTRUE);
|
---|
2703 | DeleteBinnings(&plistmc);
|
---|
2704 |
|
---|
2705 |
|
---|
2706 | //========== end update ============================================
|
---|
2707 | }
|
---|
2708 |
|
---|
2709 | enparam.Close();
|
---|
2710 |
|
---|
2711 | gLog << "Macro CT1Analysis : End of Job E_EST_UP" << endl;
|
---|
2712 | gLog << "=======================================================" << endl;
|
---|
2713 | }
|
---|
2714 | //---------------------------------------------------------------------
|
---|
2715 |
|
---|
2716 |
|
---|
2717 | //---------------------------------------------------------------------
|
---|
2718 | // Job F_XX
|
---|
2719 | //=========
|
---|
2720 |
|
---|
2721 | // - select g/h separation method XX
|
---|
2722 | // - read MC_XX2.root file
|
---|
2723 | // - calculate eff. collection area
|
---|
2724 | // - read ON_XX2.root file
|
---|
2725 | // - apply final cuts
|
---|
2726 | // - calculate flux
|
---|
2727 | // - write root file for ON data after final cuts (ON_XX3.root))
|
---|
2728 |
|
---|
2729 |
|
---|
2730 | if (JobF_XX)
|
---|
2731 | {
|
---|
2732 | gLog << "=====================================================" << endl;
|
---|
2733 | gLog << "Macro CT1Analysis : Start of Job F_XX" << endl;
|
---|
2734 |
|
---|
2735 | gLog << "" << endl;
|
---|
2736 | gLog << "Macro CT1Analysis : JobF_XX, WXX = "
|
---|
2737 | << JobF_XX << ", " << WXX << endl;
|
---|
2738 |
|
---|
2739 | // type of data to be analysed
|
---|
2740 | //TString typeData = "ON";
|
---|
2741 | //TString typeData = "OFF";
|
---|
2742 | TString typeData = "MC";
|
---|
2743 | gLog << "typeData = " << typeData << endl;
|
---|
2744 |
|
---|
2745 | TString typeMC = "MC";
|
---|
2746 | TString ext = "3.root";
|
---|
2747 | TString extout = "4.root";
|
---|
2748 |
|
---|
2749 | //------------------------------
|
---|
2750 | // selection of g/h separation method
|
---|
2751 | // and definition of final selections
|
---|
2752 |
|
---|
2753 | //TString XX("NN");
|
---|
2754 | //TString XX("SC");
|
---|
2755 | TString XX("RF");
|
---|
2756 | TString fhadronnessName("Had");
|
---|
2757 | fhadronnessName += XX;
|
---|
2758 | gLog << "fhadronnessName = " << fhadronnessName << endl;
|
---|
2759 |
|
---|
2760 | // maximum values of the hadronness, |ALPHA| and DIST
|
---|
2761 | Float_t maxhadronness = 0.40;
|
---|
2762 | Float_t maxalpha = 20.0;
|
---|
2763 | Float_t maxdist = 10.0;
|
---|
2764 | gLog << "Maximum values of hadronness, |ALPHA| and DIST = "
|
---|
2765 | << maxhadronness << ", " << maxalpha << ", "
|
---|
2766 | << maxdist << endl;
|
---|
2767 |
|
---|
2768 |
|
---|
2769 | //------------------------------
|
---|
2770 | // name of MC file to be used for calculating the eff. collection areas
|
---|
2771 | TString filenameArea(outPath);
|
---|
2772 | filenameArea += typeMC;
|
---|
2773 | filenameArea += "_";
|
---|
2774 | filenameArea += XX;
|
---|
2775 | filenameArea += ext;
|
---|
2776 | gLog << "filenameArea = " << filenameArea << endl;
|
---|
2777 |
|
---|
2778 | //------------------------------
|
---|
2779 | // name of file containing the eff. collection areas
|
---|
2780 | TString collareaName(outPath);
|
---|
2781 | collareaName += "area_";
|
---|
2782 | collareaName += XX;
|
---|
2783 | collareaName += ".root";
|
---|
2784 | gLog << "collareaName = " << collareaName << endl;
|
---|
2785 |
|
---|
2786 | //------------------------------
|
---|
2787 | // name of data file to be analysed
|
---|
2788 | TString filenameData(outPath);
|
---|
2789 | filenameData += typeData;
|
---|
2790 | filenameData += "_";
|
---|
2791 | filenameData += XX;
|
---|
2792 | filenameData += ext;
|
---|
2793 | gLog << "filenameData = " << filenameData << endl;
|
---|
2794 |
|
---|
2795 | //------------------------------
|
---|
2796 | // name of output data file (after the final cuts)
|
---|
2797 | TString filenameDataout(outPath);
|
---|
2798 | filenameDataout += typeData;
|
---|
2799 | filenameDataout += "_";
|
---|
2800 | filenameDataout += XX;
|
---|
2801 | filenameDataout += extout;
|
---|
2802 | gLog << "filenameDataout = " << filenameDataout << endl;
|
---|
2803 |
|
---|
2804 |
|
---|
2805 | //====================================================================
|
---|
2806 | gLog << "-----------------------------------------------" << endl;
|
---|
2807 | gLog << "Start calculation of effective collection areas" << endl;
|
---|
2808 | MParList parlist;
|
---|
2809 | MTaskList tasklist;
|
---|
2810 |
|
---|
2811 | //---------------------------------------
|
---|
2812 | // Setup the tasks to be executed
|
---|
2813 | //
|
---|
2814 | MReadMarsFile reader("Events", filenameArea);
|
---|
2815 | reader.DisableAutoScheme();
|
---|
2816 |
|
---|
2817 | MFCT1SelFinal cuthadrons;
|
---|
2818 | cuthadrons.SetHadronnessName(fhadronnessName);
|
---|
2819 | cuthadrons.SetCuts(maxhadronness, maxalpha, maxdist);
|
---|
2820 |
|
---|
2821 | MContinue conthadrons(&cuthadrons);
|
---|
2822 |
|
---|
2823 | //MHMcCT1CollectionArea* collarea = new MHMcCT1CollectionArea();
|
---|
2824 | //MHMcCT1CollectionArea* collarea;
|
---|
2825 |
|
---|
2826 | MFillH filler("MHMcCT1CollectionArea", "MMcEvt");
|
---|
2827 | filler.SetName("CollectionArea");
|
---|
2828 |
|
---|
2829 | //********************************
|
---|
2830 | // entries in MParList
|
---|
2831 |
|
---|
2832 | parlist.AddToList(&tasklist);
|
---|
2833 | InitBinnings(&parlist);
|
---|
2834 | //parlist.AddToList(collarea);
|
---|
2835 |
|
---|
2836 | //********************************
|
---|
2837 | // entries in MTaskList
|
---|
2838 |
|
---|
2839 | tasklist.AddToList(&reader);
|
---|
2840 | tasklist.AddToList(&conthadrons);
|
---|
2841 | tasklist.AddToList(&filler);
|
---|
2842 |
|
---|
2843 | //********************************
|
---|
2844 |
|
---|
2845 | //-----------------------------------------
|
---|
2846 | // Execute event loop
|
---|
2847 | //
|
---|
2848 | MEvtLoop magic;
|
---|
2849 | magic.SetParList(&parlist);
|
---|
2850 |
|
---|
2851 | MProgressBar bar;
|
---|
2852 | magic.SetProgressBar(&bar);
|
---|
2853 | if (!magic.Eventloop())
|
---|
2854 | return;
|
---|
2855 |
|
---|
2856 | tasklist.PrintStatistics(0, kTRUE);
|
---|
2857 |
|
---|
2858 | // Calculate effective collection areas
|
---|
2859 | // and display the histograms
|
---|
2860 | //
|
---|
2861 |
|
---|
2862 | MHMcCT1CollectionArea *collarea =
|
---|
2863 | (MHMcCT1CollectionArea*)parlist.FindObject("MHMcCT1CollectionArea");
|
---|
2864 |
|
---|
2865 | collarea->CalcEfficiency();
|
---|
2866 | collarea->DrawClone("lego");
|
---|
2867 |
|
---|
2868 | //---------------------------------------------
|
---|
2869 | // Write histograms to a file
|
---|
2870 | //
|
---|
2871 |
|
---|
2872 | TFile f(collareaName, "RECREATE");
|
---|
2873 | collarea->GetHist()->Write();
|
---|
2874 | collarea->GetHAll()->Write();
|
---|
2875 | collarea->GetHSel()->Write();
|
---|
2876 | f.Close();
|
---|
2877 |
|
---|
2878 | //delete collarea;
|
---|
2879 |
|
---|
2880 | gLog << "Calculation of effective collection areas done" << endl;
|
---|
2881 | gLog << "-----------------------------------------------" << endl;
|
---|
2882 | //------------------------------------------------------------------
|
---|
2883 |
|
---|
2884 |
|
---|
2885 | //*************************************************************************
|
---|
2886 | //
|
---|
2887 | // Analyse the data
|
---|
2888 | //
|
---|
2889 |
|
---|
2890 | MTaskList tliston;
|
---|
2891 | MParList pliston;
|
---|
2892 |
|
---|
2893 | // geometry is needed in MHHillas... classes
|
---|
2894 | MGeomCam *fGeom =
|
---|
2895 | (MGeomCam*)pliston->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
2896 |
|
---|
2897 | TString fHilName = "MHillas";
|
---|
2898 | TString fHilNameExt = "MHillasExt";
|
---|
2899 | TString fHilNameSrc = "MHillasSrc";
|
---|
2900 | TString fImgParName = "MNewImagePar";
|
---|
2901 |
|
---|
2902 | //-------------------------------------------
|
---|
2903 | // create the tasks which should be executed
|
---|
2904 | //
|
---|
2905 |
|
---|
2906 | MReadMarsFile read("Events", filenameData);
|
---|
2907 | read.DisableAutoScheme();
|
---|
2908 |
|
---|
2909 | //.......................................................................
|
---|
2910 |
|
---|
2911 |
|
---|
2912 | MWriteRootFile write(filenameDataout);
|
---|
2913 |
|
---|
2914 | write.AddContainer("MRawRunHeader", "RunHeaders");
|
---|
2915 | write.AddContainer("MTime", "Events");
|
---|
2916 | write.AddContainer("MMcEvt", "Events");
|
---|
2917 | write.AddContainer("ThetaOrig", "Events");
|
---|
2918 | write.AddContainer("MSrcPosCam", "Events");
|
---|
2919 | write.AddContainer("MSigmabar", "Events");
|
---|
2920 | write.AddContainer("MHillas", "Events");
|
---|
2921 | write.AddContainer("MHillasExt", "Events");
|
---|
2922 | write.AddContainer("MHillasSrc", "Events");
|
---|
2923 | write.AddContainer("MNewImagePar", "Events");
|
---|
2924 |
|
---|
2925 | //write.AddContainer("HadNN", "Events");
|
---|
2926 | write.AddContainer("HadSC", "Events");
|
---|
2927 | write.AddContainer("HadRF", "Events");
|
---|
2928 |
|
---|
2929 | write.AddContainer("MEnergyEst", "Events");
|
---|
2930 |
|
---|
2931 |
|
---|
2932 | //-----------------------------------------------------------------
|
---|
2933 | // geometry is needed in MHHillas... classes
|
---|
2934 | MGeomCam *fGeom =
|
---|
2935 | (MGeomCam*)pliston->FindCreateObj("MGeomCamCT1", "MGeomCam");
|
---|
2936 |
|
---|
2937 | MFCT1SelFinal selfinalgh(fHilNameSrc);
|
---|
2938 | selfinalgh.SetCuts(maxhadronness, 100.0, maxdist);
|
---|
2939 | selfinalgh.SetHadronnessName(fhadronnessName);
|
---|
2940 | selfinalgh.SetName("SelFinalgh");
|
---|
2941 | MContinue contfinalgh(&selfinalgh);
|
---|
2942 | contfinalgh.SetName("ContSelFinalgh");
|
---|
2943 |
|
---|
2944 | //MFillH fillhadnn("hadNN[MHHadronness]", "HadNN");
|
---|
2945 | //fillhadnn.SetName("HhadNN");
|
---|
2946 | MFillH fillhadsc("hadSC[MHHadronness]", "HadSC");
|
---|
2947 | fillhadsc.SetName("HhadSC");
|
---|
2948 | MFillH fillhadrf("hadRF[MHHadronness]", "HadRF");
|
---|
2949 | fillhadrf.SetName("HhadRF");
|
---|
2950 |
|
---|
2951 |
|
---|
2952 | MFillH hfill1("MHHillas", fHilName);
|
---|
2953 | hfill1.SetName("HHillas");
|
---|
2954 |
|
---|
2955 | MFillH hfill2("MHStarMap", fHilName);
|
---|
2956 | hfill2.SetName("HStarMap");
|
---|
2957 |
|
---|
2958 | MFillH hfill3("MHHillasExt", fHilNameSrc);
|
---|
2959 | hfill3.SetName("HHillasExt");
|
---|
2960 |
|
---|
2961 | MFillH hfill4("MHHillasSrc", fHilNameSrc);
|
---|
2962 | hfill4.SetName("HHillasSrc");
|
---|
2963 |
|
---|
2964 | MFillH hfill5("MHNewImagePar", fImgParName);
|
---|
2965 | hfill5.SetName("HNewImagePar");
|
---|
2966 |
|
---|
2967 | MFCT1SelFinal selfinal(fHilNameSrc);
|
---|
2968 | selfinal.SetCuts(maxhadronness, maxalpha, maxdist);
|
---|
2969 | selfinal.SetHadronnessName(fhadronnessName);
|
---|
2970 | selfinal.SetName("SelFinal");
|
---|
2971 | MContinue contfinal(&selfinal);
|
---|
2972 | contfinal.SetName("ContSelFinal");
|
---|
2973 |
|
---|
2974 |
|
---|
2975 | //*****************************
|
---|
2976 | // entries in MParList
|
---|
2977 |
|
---|
2978 | pliston.AddToList(&tliston);
|
---|
2979 | InitBinnings(&pliston);
|
---|
2980 |
|
---|
2981 |
|
---|
2982 | //*****************************
|
---|
2983 | // entries in MTaskList
|
---|
2984 |
|
---|
2985 | tliston.AddToList(&read);
|
---|
2986 |
|
---|
2987 | tliston.AddToList(&contfinalgh);
|
---|
2988 |
|
---|
2989 | if (WXX)
|
---|
2990 | tliston.AddToList(&write);
|
---|
2991 |
|
---|
2992 | //tliston.AddToList(&fillhadnn);
|
---|
2993 | tliston.AddToList(&fillhadsc);
|
---|
2994 | tliston.AddToList(&fillhadrf);
|
---|
2995 |
|
---|
2996 | tliston.AddToList(&hfill1);
|
---|
2997 | tliston.AddToList(&hfill2);
|
---|
2998 | tliston.AddToList(&hfill3);
|
---|
2999 | tliston.AddToList(&hfill4);
|
---|
3000 | tliston.AddToList(&hfill5);
|
---|
3001 |
|
---|
3002 | tliston.AddToList(&contfinal);
|
---|
3003 |
|
---|
3004 | //*****************************
|
---|
3005 |
|
---|
3006 | //-------------------------------------------
|
---|
3007 | // Execute event loop
|
---|
3008 | //
|
---|
3009 | MProgressBar bar;
|
---|
3010 | MEvtLoop evtloop;
|
---|
3011 | evtloop.SetParList(&pliston);
|
---|
3012 | evtloop.SetProgressBar(&bar);
|
---|
3013 |
|
---|
3014 | Int_t maxevents = -1;
|
---|
3015 | //Int_t maxevents = 10000;
|
---|
3016 | if ( !evtloop.Eventloop(maxevents) )
|
---|
3017 | return;
|
---|
3018 |
|
---|
3019 | tliston.PrintStatistics(0, kTRUE);
|
---|
3020 |
|
---|
3021 |
|
---|
3022 | //-------------------------------------------
|
---|
3023 | // Display the histograms
|
---|
3024 | //
|
---|
3025 |
|
---|
3026 | //pliston.FindObject("hadNN", "MHHadronness")->DrawClone();
|
---|
3027 | pliston.FindObject("hadRF", "MHHadronness")->DrawClone();
|
---|
3028 | pliston.FindObject("hadSC", "MHHadronness")->DrawClone();
|
---|
3029 |
|
---|
3030 | pliston.FindObject("MHHillas")->DrawClone();
|
---|
3031 | pliston.FindObject("MHHillasExt")->DrawClone();
|
---|
3032 | pliston.FindObject("MHHillasSrc")->DrawClone();
|
---|
3033 | pliston.FindObject("MHNewImagePar")->DrawClone();
|
---|
3034 | pliston.FindObject("MHStarMap")->DrawClone();
|
---|
3035 |
|
---|
3036 | DeleteBinnings(&pliston);
|
---|
3037 |
|
---|
3038 | gLog << "Macro CT1Analysis : End of Job F_XX" << endl;
|
---|
3039 | gLog << "=======================================================" << endl;
|
---|
3040 | }
|
---|
3041 | //---------------------------------------------------------------------
|
---|
3042 |
|
---|
3043 | }
|
---|
3044 |
|
---|
3045 |
|
---|
3046 |
|
---|