Adding MINERvA NukeCC1pip

data/MINERvA/NukeCC1pip/MakeTextFiles.py

@@ -0,0 +1,171 @@
+lines = open('Table_Var_Xsec.csv').readlines()
+
+Variables = [
+["$p_{\\mu}$", "pmu"],
+["$\\theta_{\\mu}$", "thmu"],
+["$p_{\\mu,||}$", "plmu"],
+["$p_{\\mu,T}$", "ptmu"],
+["$Q^2$", "Q2"],
+["$W_{exp}$", "Wexp"],
+["$T_{\\pi}$", "Tpi"],
+["$\\theta_{\\pi}$", "thpi"],
+]
+
+Targets = [
+["scintillator", "CH"],
+["carbon", "C"],
+["water" ,"H2O",],
+["iron", "Fe"],
+["lead", "Pb"],
+]
+
+for Variable in Variables:
+
+  VariableLatex = Variable[0]
+  VariableName = Variable[1]
+
+  for Target in Targets:
+
+    TargetLatex = Target[0]
+    TargetName = Target[1]
+
+    #print(TargetName)
+
+    for i_line,line in enumerate(lines):
+
+      ## Find the first line
+      ## e.g.) Measured cross section as function of $T_{\pi}$ on iron, in units of $10^{-42}$ $\text{cm}^2$/GeV/nucleon, and the absolute and fractional cross section uncertainties
+      if "Measured cross section" in line and "as function of %s"%(VariableLatex) in line and "on %s"%(TargetLatex) in line:
+
+        output_common_name = "NukeCC1pip_%s_%s"%(TargetName, VariableName)
+        output_data = open("%s.txt"%(output_common_name),"w")
+        output_cov_stat = open("%s_cov_stat.txt"%(output_common_name),"w")
+        output_cov_syst = open("%s_cov_syst.txt"%(output_common_name),"w")
+        output_cov_total = open("%s_cov_total.txt"%(output_common_name),"w")
+
+        ## Measured
+        #print("@@ %s %s found"%(VariableLatex, TargetLatex))
+        line_start_Measured = i_line+3
+        line_end_Measured = line_start_Measured+1
+        for j_line in range(line_start_Measured, len(lines)):
+          if lines[j_line]=="\n":
+            line_end_Measured = j_line
+            break
+
+        ## Find  bins first
+        bins = []
+        for j_line in range(line_start_Measured,line_end_Measured):
+          words = lines[j_line].strip('\n').split(';')
+          out = ''
+          bin_range = words[0]
+          bin_l = bin_range.split('-')[0]
+          bin_r = bin_range.split('-')[1]
+          if len(bins)==0:
+            bins.append(bin_l)
+          bins.append(bin_r)
+
+        NColumn = 0
+        RowCounter = 0
+
+        ForValidation_Measured = []
+        for j_line in range(line_start_Measured,line_end_Measured):
+          words = lines[j_line].strip('\n').split(';')
+          out = bins[RowCounter]+' '
+          NColumn = len(words)-1
+          ThisValues = []
+          for i_w in range(1, len(words)):
+            this_word = words[i_w]
+            this_word = this_word.replace(' ','')
+            out += this_word+"E-42"
+            ThisValues.append(float(this_word))
+            if i_w != len(words)-1:
+              out += ' '
+          output_data.write(out+'\n')
+          ForValidation_Measured.append(ThisValues)
+          RowCounter += 1
+        output_data.write(bins[-1]+" 0."*NColumn+'\n')
+        output_data.close()
+
+        ## Stat cov
+        line_start_StatCov = line_end_Measured+4
+        line_end_StatCov = line_start_StatCov+1
+        for j_line in range(line_start_StatCov, len(lines)):
+          if lines[j_line]=="\n":
+            line_end_StatCov = j_line
+            break
+
+        ForValidation_StatCov = []
+        for j_line in range(line_start_StatCov,line_end_StatCov):
+          words = lines[j_line].strip('\n').split(';')
+          out = ''
+          ThisValues = []
+          for i_w in range(1, len(words)):
+            this_word = words[i_w]
+            this_word = this_word.replace(' ','')
+            out += this_word+"E-84"
+            ThisValues.append(float(this_word))
+            if i_w != len(words)-1:
+              out += ' '
+          output_cov_stat.write(out+'\n')
+          ForValidation_StatCov.append(ThisValues)
+        output_cov_stat.close()
+
+        ## Syst cov
+        line_start_SystCov = line_end_StatCov+4
+        line_end_SystCov = line_start_SystCov+1
+        for j_line in range(line_start_SystCov, len(lines)):
+          if lines[j_line]=="\n":
+            line_end_SystCov = j_line
+            break
+
+        ForValidation_SystCov = []
+        for j_line in range(line_start_SystCov,line_end_SystCov):
+          words = lines[j_line].strip('\n').split(';')
+          out = ''
+          ThisValues = []
+          for i_w in range(1, len(words)):
+            this_word = words[i_w]
+            this_word = this_word.replace(' ','')
+            out += this_word+"E-84"
+            ThisValues.append(float(this_word))
+            if i_w != len(words)-1:
+              out += ' '
+          output_cov_syst.write(out+'\n')
+          ForValidation_SystCov.append(ThisValues)
+        output_cov_syst.close()
+
+        ## Sum
+        # ForValidation_Measured
+        # ForValidation_StatCov
+        # ForValidation_SystCov
+
+        for i_row in range(0, len(ForValidation_StatCov)):
+
+          line_SumCov = ""
+
+          Row_Measured = ForValidation_Measured[i_row]
+          Row_StatCov = ForValidation_StatCov[i_row]
+          Row_SystCov = ForValidation_SystCov[i_row]
+
+          TotalUncFromData = Row_Measured[1]
+
+          for i_col in range(0, len(Row_StatCov)):
+            val_SyatCov = Row_StatCov[i_col]
+            val_SystCov = Row_SystCov[i_col]
+            val_TotalCov = val_SyatCov+val_SystCov
+            if i_col==i_row:
+              CovFromData = TotalUncFromData*TotalUncFromData
+              RelDiff = abs(CovFromData-val_TotalCov)/CovFromData
+              if RelDiff>1E-1:
+                print(i_row, i_col, CovFromData, val_SyatCov, val_SystCov, val_TotalCov, RelDiff*100.)
+                #raise
+
+            line_SumCov += "%e"%(val_TotalCov*1E-8)
+            if i_col != len(Row_StatCov)-1:
+              line_SumCov += ' '
+          output_cov_total.write(line_SumCov+'\n')
+        output_cov_total.close()
+
+
+
+        break

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Q2.txt

@@ -0,0 +1,13 @@
+0.000 3825.00E-42 261.09E-42 0.029E-42 0.062E-42 0.033E-42
+0.025 4428.16E-42 286.72E-42 0.028E-42 0.059E-42 0.033E-42
+0.050 4535.82E-42 301.52E-42 0.023E-42 0.062E-42 0.034E-42
+0.100 4059.36E-42 285.14E-42 0.021E-42 0.067E-42 0.035E-42
+0.200 3452.35E-42 286.17E-42 0.024E-42 0.079E-42 0.036E-42
+0.300 2733.16E-42 247.43E-42 0.028E-42 0.086E-42 0.036E-42
+0.400 2103.42E-42 214.43E-42 0.033E-42 0.096E-42 0.037E-42
+0.500 1412.01E-42 153.16E-42 0.034E-42 0.103E-42 0.038E-42
+0.700 718.94E-42 89.74E-42 0.046E-42 0.116E-42 0.041E-42
+1.000 331.82E-42 54.29E-42 0.071E-42 0.147E-42 0.044E-42
+1.300 90.74E-42 24.36E-42 0.137E-42 0.231E-42 0.051E-42
+2.000 21.03E-42 7.04E-42 0.278E-42 0.186E-42 0.039E-42
+3.000 0. 0. 0. 0. 0.

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Q2_cov_stat.txt

@@ -0,0 +1,12 @@
+12588.365E-84 997.907E-84 -805.851E-84 -175.415E-84 -12.014E-84 -3.840E-84 -2.954E-84 -1.013E-84 -1.935E-84 -0.723E-84 -0.531E-84 -0.175E-84
+997.907E-84 14929.823E-84 1929.772E-84 -589.284E-84 -214.404E-84 -36.350E-84 -8.937E-84 -5.562E-84 -3.890E-84 -1.779E-84 -0.493E-84 -0.030E-84
+-805.851E-84 1929.772E-84 10965.271E-84 674.926E-84 -508.532E-84 -190.296E-84 -62.976E-84 -16.436E-84 -3.694E-84 -3.023E-84 -1.259E-84 -0.104E-84
+-175.415E-84 -589.284E-84 674.926E-84 7118.253E-84 814.386E-84 -378.057E-84 -250.650E-84 -76.736E-84 -19.479E-84 -5.880E-84 -2.364E-84 -0.485E-84
+-12.014E-84 -214.404E-84 -508.532E-84 814.386E-84 6771.264E-84 1416.831E-84 -132.953E-84 -214.847E-84 -56.635E-84 -19.106E-84 -2.782E-84 -1.670E-84
+-3.840E-84 -36.350E-84 -190.296E-84 -378.057E-84 1416.831E-84 5865.008E-84 1736.357E-84 -24.934E-84 -128.954E-84 -45.772E-84 -7.149E-84 -2.457E-84
+-2.954E-84 -8.937E-84 -62.976E-84 -250.650E-84 -132.953E-84 1736.357E-84 4823.638E-84 887.183E-84 -77.544E-84 -55.772E-84 -11.482E-84 0.465E-84
+-1.013E-84 -5.562E-84 -16.436E-84 -76.736E-84 -214.847E-84 -24.934E-84 887.183E-84 2338.753E-84 352.481E-84 -49.685E-84 -20.726E-84 -1.956E-84
+-1.935E-84 -3.890E-84 -3.694E-84 -19.479E-84 -56.635E-84 -128.954E-84 -77.544E-84 352.481E-84 1092.546E-84 239.344E-84 3.234E-84 -4.504E-84
+-0.723E-84 -1.779E-84 -3.023E-84 -5.880E-84 -19.106E-84 -45.772E-84 -55.772E-84 -49.685E-84 239.344E-84 562.636E-84 91.453E-84 3.066E-84
+-0.531E-84 -0.493E-84 -1.259E-84 -2.364E-84 -2.782E-84 -7.149E-84 -11.482E-84 -20.726E-84 3.234E-84 91.453E-84 153.493E-84 11.032E-84
+-0.175E-84 -0.030E-84 -0.104E-84 -0.485E-84 -1.670E-84 -2.457E-84 0.465E-84 -1.956E-84 -4.504E-84 3.066E-84 11.032E-84 34.274E-84

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Q2_cov_syst.txt

@@ -0,0 +1,12 @@
+55578.445E-84 58860.557E-84 60378.311E-84 45220.647E-84 34618.319E-84 26584.728E-84 20025.404E-84 12986.738E-84 6460.467E-84 3981.279E-84 829.538E-84 205.817E-84
+58860.557E-84 67278.874E-84 71209.690E-84 60105.923E-84 50535.710E-84 39818.233E-84 31808.493E-84 20735.959E-84 10139.678E-84 5164.600E-84 1487.729E-84 261.792E-84
+60378.311E-84 71209.690E-84 79947.393E-84 69924.610E-84 60147.726E-84 47554.008E-84 38176.351E-84 25061.644E-84 12064.101E-84 6143.531E-84 1774.373E-84 308.808E-84
+45220.647E-84 60105.923E-84 69924.610E-84 74185.188E-84 71691.029E-84 59199.546E-84 49384.624E-84 33309.494E-84 16489.765E-84 7198.661E-84 2728.158E-84 399.253E-84
+34618.319E-84 50535.710E-84 60147.726E-84 71691.029E-84 75124.673E-84 63525.200E-84 54225.183E-84 37359.079E-84 19135.220E-84 8013.084E-84 3474.311E-84 468.633E-84
+26584.728E-84 39818.233E-84 47554.008E-84 59199.546E-84 63525.200E-84 55354.698E-84 46951.905E-84 33113.395E-84 17206.412E-84 7264.286E-84 3260.826E-84 458.856E-84
+20025.404E-84 31808.493E-84 38176.351E-84 49384.624E-84 54225.183E-84 46951.905E-84 41157.215E-84 28869.769E-84 15207.015E-84 6487.562E-84 2953.839E-84 418.405E-84
+12986.738E-84 20735.959E-84 25061.644E-84 33309.494E-84 37359.079E-84 33113.395E-84 28869.769E-84 21118.541E-84 11534.464E-84 5238.876E-84 2309.615E-84 338.961E-84
+6460.467E-84 10139.678E-84 12064.101E-84 16489.765E-84 19135.220E-84 17206.412E-84 15207.015E-84 11534.464E-84 6960.978E-84 3570.619E-84 1531.486E-84 228.184E-84
+3981.279E-84 5164.600E-84 6143.531E-84 7198.661E-84 8013.084E-84 7264.286E-84 6487.562E-84 5238.876E-84 3570.619E-84 2385.019E-84 913.026E-84 154.129E-84
+829.538E-84 1487.729E-84 1774.373E-84 2728.158E-84 3474.311E-84 3260.826E-84 2953.839E-84 2309.615E-84 1531.486E-84 913.026E-84 439.729E-84 62.254E-84
+205.817E-84 261.792E-84 308.808E-84 399.253E-84 468.633E-84 458.856E-84 418.405E-84 338.961E-84 228.184E-84 154.129E-84 62.254E-84 15.245E-84

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Q2_cov_total.txt

@@ -0,0 +1,12 @@
+6.816681e-04 5.985846e-04 5.957246e-04 4.504523e-04 3.460630e-04 2.658089e-04 2.002245e-04 1.298572e-04 6.458532e-05 3.980556e-05 8.290070e-06 2.056420e-06
+5.985846e-04 8.220870e-04 7.313946e-04 5.951664e-04 5.032131e-04 3.978188e-04 3.179956e-04 2.073040e-04 1.013579e-04 5.162821e-05 1.487236e-05 2.617620e-06
+5.957246e-04 7.313946e-04 9.091266e-04 7.059954e-04 5.963919e-04 4.736371e-04 3.811338e-04 2.504521e-04 1.206041e-04 6.140508e-05 1.773114e-05 3.087040e-06
+4.504523e-04 5.951664e-04 7.059954e-04 8.130344e-04 7.250541e-04 5.882149e-04 4.913397e-04 3.323276e-04 1.647029e-04 7.192781e-05 2.725794e-05 3.987680e-06
+3.460630e-04 5.032131e-04 5.963919e-04 7.250541e-04 8.189594e-04 6.494203e-04 5.409223e-04 3.714423e-04 1.907859e-04 7.993978e-05 3.471529e-05 4.669630e-06
+2.658089e-04 3.978188e-04 4.736371e-04 5.882149e-04 6.494203e-04 6.121971e-04 4.868826e-04 3.308846e-04 1.707746e-04 7.218514e-05 3.253677e-05 4.563990e-06
+2.002245e-04 3.179956e-04 3.811338e-04 4.913397e-04 5.409223e-04 4.868826e-04 4.598085e-04 2.975695e-04 1.512947e-04 6.431790e-05 2.942357e-05 4.188700e-06
+1.298572e-04 2.073040e-04 2.504521e-04 3.323276e-04 3.714423e-04 3.308846e-04 2.975695e-04 2.345729e-04 1.188694e-04 5.189191e-05 2.288889e-05 3.370050e-06
+6.458532e-05 1.013579e-04 1.206041e-04 1.647029e-04 1.907859e-04 1.707746e-04 1.512947e-04 1.188694e-04 8.053524e-05 3.809963e-05 1.534720e-05 2.236800e-06
+3.980556e-05 5.162821e-05 6.140508e-05 7.192781e-05 7.993978e-05 7.218514e-05 6.431790e-05 5.189191e-05 3.809963e-05 2.947655e-05 1.004479e-05 1.571950e-06
+8.290070e-06 1.487236e-05 1.773114e-05 2.725794e-05 3.471529e-05 3.253677e-05 2.942357e-05 2.288889e-05 1.534720e-05 1.004479e-05 5.932220e-06 7.328600e-07
+2.056420e-06 2.617620e-06 3.087040e-06 3.987680e-06 4.669630e-06 4.563990e-06 4.188700e-06 3.370050e-06 2.236800e-06 1.571950e-06 7.328600e-07 4.951900e-07

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Tpi.txt

@@ -0,0 +1,5 @@
+0.035 13123.56E-42 1025.94E-42 0.016E-42 0.076E-42 0.037E-42
+0.100 9902.55E-42 655.87E-42 0.015E-42 0.064E-42 0.035E-42
+0.150 6746.23E-42 521.56E-42 0.023E-42 0.074E-42 0.035E-42
+0.200 3574.69E-42 367.65E-42 0.032E-42 0.098E-42 0.037E-42
+0.350 0. 0. 0. 0. 0.

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Tpi_cov_stat.txt

@@ -0,0 +1,4 @@
+46118.291E-84 870.889E-84 -2121.179E-84 -1189.136E-84
+870.889E-84 23295.488E-84 2478.311E-84 -458.209E-84
+-2121.179E-84 2478.311E-84 24009.621E-84 3296.240E-84
+-1189.136E-84 -458.209E-84 3296.240E-84 13381.849E-84

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Tpi_cov_syst.txt

@@ -0,0 +1,4 @@
+1006425.993E-84 600004.017E-84 464834.038E-84 298853.945E-84
+600004.017E-84 406873.221E-84 299782.750E-84 190420.988E-84
+464834.038E-84 299782.750E-84 248015.149E-84 165499.617E-84
+298853.945E-84 190420.988E-84 165499.617E-84 121786.467E-84

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Tpi_cov_total.txt

@@ -0,0 +1,4 @@
+1.052544e-02 6.008749e-03 4.627129e-03 2.976648e-03
+6.008749e-03 4.301687e-03 3.022611e-03 1.899628e-03
+4.627129e-03 3.022611e-03 2.720248e-03 1.687959e-03
+2.976648e-03 1.899628e-03 1.687959e-03 1.351683e-03

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Wexp.txt

@@ -0,0 +1,5 @@
+0.9 380.21E-42 89.00E-42 0.100E-42 0.212E-42 0.059E-42
+1.1 4969.82E-42 394.14E-42 0.026E-42 0.075E-42 0.038E-42
+1.2 10893.98E-42 791.75E-42 0.015E-42 0.071E-42 0.034E-42
+1.3 7534.12E-42 786.69E-42 0.031E-42 0.100E-42 0.033E-42
+1.4 0. 0. 0. 0. 0.

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Wexp_cov_stat.txt

@@ -0,0 +1,4 @@
+1434.912E-84 298.236E-84 -1959.309E-84 -15.500E-84
+298.236E-84 16108.522E-84 -6199.017E-84 -16343.752E-84
+-1959.309E-84 -6199.017E-84 28235.499E-84 17223.717E-84
+-15.500E-84 -16343.752E-84 17223.717E-84 53971.062E-84

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Wexp_cov_syst.txt

@@ -0,0 +1,4 @@
+6486.707E-84 15615.022E-84 35973.498E-84 36397.745E-84
+15615.022E-84 139234.924E-84 211164.417E-84 136341.941E-84
+35973.498E-84 211164.417E-84 598624.922E-84 523114.324E-84
+36397.745E-84 136341.941E-84 523114.324E-84 564914.576E-84

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_Wexp_cov_total.txt

@@ -0,0 +1,4 @@
+7.921619e-05 1.591326e-04 3.401419e-04 3.638225e-04
+1.591326e-04 1.553434e-03 2.049654e-03 1.199982e-03
+3.401419e-04 2.049654e-03 6.268604e-03 5.403380e-03
+3.638225e-04 1.199982e-03 5.403380e-03 6.188856e-03

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_plmu.txt

@@ -0,0 +1,9 @@
+1.5 137.27E-42 10.42E-42 0.030E-42 0.070E-42 0.037E-42
+3.0 347.62E-42 25.93E-42 0.022E-42 0.071E-42 0.037E-42
+4.0 494.41E-42 37.52E-42 0.018E-42 0.074E-42 0.037E-42
+5.0 518.20E-42 38.78E-42 0.017E-42 0.073E-42 0.037E-42
+6.0 386.60E-42 29.60E-42 0.018E-42 0.074E-42 0.036E-42
+7.0 173.45E-42 14.06E-42 0.022E-42 0.078E-42 0.035E-42
+8.5 52.71E-42 4.76E-42 0.040E-42 0.081E-42 0.033E-42
+10.0 9.44E-42 0.89E-42 0.046E-42 0.082E-42 0.035E-42
+20.0 0. 0. 0. 0. 0.

data/MINERvA/NukeCC1pip/NukeCC1pip_CH_plmu_cov_stat.txt

@@ -0,0 +1,8 @@
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data/MINERvA/NukeCC1pip/NukeCC1pip_CH_plmu_cov_syst.txt

@@ -0,0 +1,8 @@
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data/MINERvA/NukeCC1pip/NukeCC1pip_CH_plmu_cov_total.txt

@@ -0,0 +1,8 @@
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data/MINERvA/NukeCC1pip/NukeCC1pip_CH_pmu.txt

@@ -0,0 +1,9 @@
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data/MINERvA/NukeCC1pip/NukeCC1pip_CH_pmu_cov_stat.txt

@@ -0,0 +1,8 @@
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data/MINERvA/NukeCC1pip/NukeCC1pip_CH_pmu_cov_syst.txt

@@ -0,0 +1,8 @@
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data/MINERvA/NukeCC1pip/NukeCC1pip_CH_pmu_cov_total.txt

@@ -0,0 +1,8 @@
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data/MINERvA/NukeCC1pip/NukeCC1pip_CH_ptmu.txt

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