1 | /* ======================================================================== *\
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2 | !
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3 | ! *
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4 | ! * This file is part of MARS, the MAGIC Analysis and Reconstruction
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5 | ! * Software. It is distributed to you in the hope that it can be a useful
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6 | ! * and timesaving tool in analysing Data of imaging Cerenkov telescopes.
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7 | ! * It is distributed WITHOUT ANY WARRANTY.
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8 | ! *
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9 | ! * Permission to use, copy, modify and distribute this software and its
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10 | ! * documentation for any purpose is hereby granted without fee,
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11 | ! * provided that the above copyright notice appear in all copies and
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12 | ! * that both that copyright notice and this permission notice appear
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13 | ! * in supporting documentation. It is provided "as is" without express
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14 | ! * or implied warranty.
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15 | ! *
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16 | !
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17 | ! macro comprob.C
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18 | !
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19 | ! Author(s): Abelardo Moralejo
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20 | ! Author(s): Thomas Bretz, 2002 <mailto:tbretz@astro.uni-wuerzburg.de>
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21 | !
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22 | ! Copyright: MAGIC Software Development, 2000-2004
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23 | !
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24 | !
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25 | \* ======================================================================== */
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26 |
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27 | ///////////////////////////////////////////////////////////////////////////
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28 | //
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29 | // This macro demonstrates one way of gamma hadron separation using the
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30 | // composite probability method. To use it you need a star-file (which is
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31 | // a file ouput by the star.C macro containing image parameters)
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32 | //
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33 | ///////////////////////////////////////////////////////////////////////////
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34 | void comprob()
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35 | {
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36 | //
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37 | // Create a empty Parameter List and an empty Task List
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38 | // The tasklist is identified in the eventloop by its name
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39 | //
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40 | MParList plist;
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41 |
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42 | // Create task list and add it to the parameter list:
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43 | MTaskList tlist;
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44 | plist.AddToList(&tlist);
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45 |
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46 | // First task in list: read the star file (reference data)
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47 | MReadMarsFile read("Events", "star.root");
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48 | read.DisableAutoScheme();
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49 | tlist.AddToList(&read);
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50 |
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51 | //
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52 | // Task to do the composite analysis of Hillas parameters:
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53 | // Add(rule, number of bins, lower limit, upper limit)
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54 | // For the meaning of the rule see MDataChain
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55 | //
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56 | MHCompProb compprob(500);
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57 | compprob.Add("MHillas.fWidth", 500, 0, 160);
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58 | compprob.Add("MHillas.fLength", 500, 0, 300);
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59 | compprob.Add("abs(MHillas.fAsym)", 500, 0, 400);
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60 | compprob.Add("MHillasSrc.fDist", 500, 0, 400);
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61 | compprob.Add("abs(MHillasSrc.fHeadTail)", 500, 0, 400);
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62 | compprob.Add("abs(MHillas.fM3Long)", 500, 0, 300);
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63 | compprob.Add("abs(MHillas.fM3Trans)", 500, 0, 150);
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64 | compprob.Add("MHillas.fConc1", 500, 0, 0.6);
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65 | compprob.Add("MHillas.fConc", 500, 0, 0.9);
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66 | compprob.Add("log10(MHillas.fSize)", 500, 0, 5);
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67 |
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68 | plist.AddToList(&compprob);
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69 |
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70 | MFillH fill(&compprob, "MMcEvt");
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71 |
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72 | // Use this if you want to do it for a fixed energy range:
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73 | /*
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74 | MF filter("MMcEvt.fEnergy < 100");
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75 | fill->SetFilter(&filter);
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76 | tlist.AddToList(&filter);
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77 | */
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78 |
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79 | tlist.AddToList(&fill);
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80 |
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81 | //
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82 | // Create and setup the eventloop
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83 | //
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84 | MEvtLoop evtloop;
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85 | evtloop.SetParList(&plist);
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86 |
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87 | // Loop over all data to fill the "normal" histograms:
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88 | if (!evtloop.Eventloop())
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89 | return;
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90 |
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91 | tlist.PrintStatistics();
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92 |
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93 | gLog.SetDebugLevel(2);
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94 |
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95 | // Loop to fill the variable bin histograms:
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96 | read.SetEventNum(0);
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97 | if (!evtloop.Eventloop())
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98 | return;
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99 |
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100 | // ------------------------------------------------------------------
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101 |
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102 | // Create task list and replace the old task list with the new one
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103 | MTaskList tlist2;
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104 | plist.Replace(&tlist2);
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105 |
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106 | // First task in list: read star file (test data)
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107 | MReadMarsFile read2("Events", "star2.root");
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108 | read2.DisableAutoScheme();
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109 | tlist2.AddToList(&read2);
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110 |
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111 | // create task to calculate composite probabilities
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112 | MCompProbCalc calc;
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113 | tlist2.AddToList(&calc);
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114 |
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115 | // fill probabilities (hadroness) into histogram
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116 | MFillH fill2("MHHadronness");
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117 | tlist2.AddToList(&fill2);
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118 |
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119 | // Loop to fill the hadronness histograms:
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120 | if (!evtloop.Eventloop())
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121 | return;
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122 |
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123 | //
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124 | // Display the hadroness histograms and print some informations on
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125 | // the console window
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126 | //
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127 | plist.FindObject("MHHadronness")->DrawClone();
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128 | plist.FindObject("MHHadronness")->Print();
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129 | }
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130 |
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