2d Ana

PlottinRatios.py

@@ -0,0 +1,58 @@
+
+#!/usr/bin/python
+
+from ROOT import *
+from ROOT import PlotUtils
+from array import array
+try:
+  import array as np
+except:
+  exit()
+gROOT.SetBatch() #Don't render histograms to a window.  Also gets filled areas correct.
+
+TH1.AddDirectory(False)
+lowq2MParamFiles = TFile.Open("../opt/etc/MParamFiles/data/Reweight/lowQ2pi_weights.root")
+MyLowq2 = TFile.Open("../NewLowQ2/lowQ2pi_weights.root")
+
+g_lowq2MP = lowq2MParamFiles.Get("MENU1PI_weights")
+g_MyLowq2 = MyLowq2.Get("MENU1PI_weights")
+
+nPMP = g_lowq2MP.GetN()
+nPMy = g_MyLowq2.GetN()
+
+print (nPMP)
+print (nPMy)
+
+rval = array ('d')
+xval = array ('d')
+
+xMp = double(0)
+yMp = double(0)
+xMy = double(0)
+yMy = double(0)
+
+for p in range(nPMP):
+  g_lowq2MP.GetPoint(p, xMp, yMp)
+  g_MyLowq2.GetPoint(p, xMy, yMy)
+  rval.append( yMp / yMy) 
+  xval.append(xMp)
+
+for i in range(10):
+  print (rval[i])
+  print (xval[i])
+
+c1 = TCanvas("Warping studies for")
+ratio = TGraph(nPMP, xval, rval) 
+c1.cd()
+ratio.GetYaxis().SetRangeUser(0.9,1.1)
+ratio.GetYaxis().SetTitle("ratio")
+ratio.GetXaxis().SetTitle("q^2 GeV")
+ratio.Draw()
+c1.Update()
+c1.Print("RatioLowq2.png")
+
+
+
+
+
+

PrintWarping.py

@@ -10,13 +10,18 @@
 gROOT.SetBatch() #Don't render histograms to a window.  Also gets filled areas correct.
 
 TH1.AddDirectory(False)
-variables = ["mixtpi", "mtpi", "enu", "pmu", "ptmu", "pzmu", "q2", "thetamu_deg", "thetapi_deg", "tpi", "wexp"]
-#variables = ["mixtpi"]
-date = "20230523"
+#variables = ["pzmu_vs_ptmu", "tpi_vs_thetapi_deg", "pmu_vs_tpi", "tpi_vs_ptmu", "enu_vs_tpi"]
+variables = ["tpi_vs_ptmu"]
+#variables = ["pzmu_vs_ptmu", "ptmu_vs_pzmu", "tpi_vs_pmu", "pmu_vs_tpi", "tpi_vs_thetapi_deg", "thetapi_deg_vs_tpi", "ptmu_vs_tpi", "tpi_vs_ptmu", "enu_vs_tpi", "tpi_vs_enu"]
+date = "20240619"
 warp = "WARP3"
-
+plist="ALL"
+corrfac="8.8"
+scale="4.689984"
 for var in variables:
-  mcFile = TFile.Open("WarpingStudies/newbinning/Warping_{WARP}_{VAR}.root".format(WARP=warp,VAR=var))
+  mcFile = TFile.Open("/minerva/data/users/granados/WarpingStudies/Warping/2DWarping/Warping_2D_{PLIST}_{DATE}_stat_scale{SCALE}_{WARP}_{VAR}_corfac{CORFAC}_exclude.root".format(PLIST=plist,DATE=date,WARP=warp,VAR=var,SCALE=scale,CORFAC=corrfac))
+#  mcFile = TFile.Open("/minerva/data/users/granados/WarpingStudies/Warping/2DWarping/Warping_2D_{PLIST}_{DATE}_stat_scale{SCALE}_{WARP}_{VAR}.root".format(PLIST=plist,DATE=date,WARP=warp,VAR=var,SCALE=scale,CORFAC=corrfac))
+#  mcFile = TFile.Open("/minerva/data/users/granados/WarpingStudies/Warping/2DWarping/Warping_2D_{PLIST}_{DATE}_{WARP}_{VAR}.root".format(PLIST=plist,DATE=date,WARP=warp,VAR=var,SCALE=scale,CORFAC=corrfac))
 
   lineWidth = 3
 
@@ -36,22 +41,27 @@
     h_ndf.SetBinContent(i+1, double(ndf))
 
   titleName = ""
-  if var == "mixtpi":
-    titleName = "T_{#pi}"
-  if var == "pzmu":
-    titleName = "p^{z}_{#mu}"
-  if var == "ptmu":
-    titleName = "p^{t}_{#mu}"
-  if var == "thetapi_deg":
-    titleName = "#theta_{#pi}"
-  if var == "pmu":
-    titleName = "p_{#mu}"
-  if var == "q2":
-    titleName = "q^{2}"
-  if var == "thetamu_deg":
-    titleName = "#theta_{#mu}"
-  if var == "wexp":
-    titleName = "W_{exp}"
+  if var == "ptmu_vs_tpi":
+    titleName = "p^{t}_{#mu} vs T_{#pi}"
+  if var == "pzmu_vs_ptmu":
+    titleName = "p^{z}_{#mu} vs p^{t}_{#mu}"
+  if var == "tpi_vs_thetapi_deg":
+    titleName = "T_{#pi} vs #theta_{#pi}"
+  if var == "tpi_vs_pmu":
+    titleName = "T_{#pi} vs p_{#mu}"
+  if var == "tpi_vs_ptmu":
+    titleName = "T_{#pi} vs p^{t}_{#mu}"
+  if var == "ptmu_vs_pzmu":
+    titleName = "p^{T}_{#mu} vs p^{z}_{#mu}"
+  if var == "thetapi_deg_vs_tpi":
+    titleName = "#theta_{#pi} vs T_{#pi}"
+  if var == "pmu_vs_tpi":
+    titleName = "p_{#mu} vs T_{#pi}"
+  if var == "enu_vs_tpi":
+    titleName = "E_{#nu} vs T_{#pi}"
+  if var == "tpi_vs_enu":
+    titleName = "T_{#pi} vs E_{#nu}"
+
   c1 = TCanvas("Warping studies for")
   Title = TPaveText (8., 6000, 120., 10500.)
   Title.Clear()
@@ -75,7 +85,7 @@
   h_ndf.SetLineColor(kOrange-3)
 
 #  c1.UseCurrentStyle()
-
+  chi2Iter.GetYaxis().SetRangeUser(0.,100.)
   chi2Iter.GetXaxis().CenterTitle()
   chi2Iter.GetXaxis().SetTitleOffset(1.3)
   chi2Iter.GetXaxis().SetTitleSize(0.04)
@@ -95,14 +105,16 @@
   truncatedChi2Iter.Draw("SAME HIST")
   h_ndf.Draw("SAME HIST")
   c1.SetLogx()
-  c1.SetLogy()
+
+#  c1.SetLogy()
   #c1.BuildLegend(0.7, 0.6, 0.9, 0.9)
   legend.AddEntry(AverageChi2Iter, "Average", "l")
   legend.AddEntry(truncatedChi2Iter, "Truncated", "l")
   legend.AddEntry(MedianChi2Iter, "Median", "l")
   legend.AddEntry(h_ndf, "ndf", "l")
   legend.Draw()
   Title.Draw()
-  c1.Print("WarpingStudies/newbinning/Warping_{VAR}_{WARP}.png".format(VAR=var,WARP=warp))
+  c1.Print("WarpingPlots/Warping_{DATE}_{PLIST}_{VAR}_{WARP}_corfac{CORFAC}_exclude.png".format(DATE=date,VAR=var,WARP=warp,PLIST=plist,CORFAC=corrfac))
+#  c1.Print("WarpingPlots/Warping_{DATE}_{PLIST}_{VAR}_{WARP}.png".format(DATE=date,VAR=var,WARP=warp,PLIST=plist,CORFAC=corrfac))
   c1.Clear()
 

ProcessCCPiMacro.py

@@ -7,10 +7,10 @@
 # Constants/Default Args
 ###############################################################################
 # Scripts, Files, and Dirs
-kGRID_SCRIPT = os.getenv("PWD") + "/grid_ccpi_macro.sh"
+kGRID_SCRIPT = os.getenv("PWD") + "/grid_ccpi_macro_2D.sh"
 kTOPDIR = os.getenv("TOPDIR")
-kANATUPLE_DIR = "/pnfs/minerva/persistent/users/zdar/"
-kOUTDIR = "/pnfs/{EXPERIMENT}/scratch/users/{USER}/TestMAD/".format(
+kANATUPLE_DIR = "/pnfs/minerva/persistent/DataPreservation/p4/FullDetector/"
+kOUTDIR = "/pnfs/{EXPERIMENT}/scratch/users/{USER}/TestMAD2D/".format(
     EXPERIMENT=os.getenv("EXPERIMENT"), USER=os.getenv("USER")
 )
 kCACHE_PNFS_AREA = "/pnfs/{EXPERIMENT}/scratch/users/{USER}/grid_cache/".format(
@@ -21,14 +21,17 @@
 )
 kEV_SEL_MACRO = "event_selection/runEventSelectionGrid.C+"
 kMC_INPUTS_MACRO = "xsec/makeCrossSectionMCInputs.C+"
+kBACKGROUND_BREAKDOWN = "studies/runBackgrounds.C+"
+#kMC_MIGRATION_MACRO = "studies/runMigMtxBinning.C+"
 # Grid Stuff
 kMINERVA_RELEASE = os.getenv("MINERVA_RELEASE")
-kMEMORY = "1GB"
+kMEMORY = "8GB"
 kGRID_OPTIONS = (
     "--group minerva "
     "--resource-provides=usage_model=DEDICATED,OPPORTUNISTIC "
-    "--lines='+SingularityImage=\\\"/cvmfs/singularity.opensciencegrid.org/fermilab/fnal-wn-sl7:latest\\\"' "
+#    "--lines='+SingularityImage=\\\"/cvmfs/singularity.opensciencegrid.org/fermilab/fnal-wn-sl7:latest\\\"' "
     "--role=Analysis "
+    "--disk=15GB"
     #                     "--OS=SL7 " # change to SL7 when submitting from sl7 machines.
 )
 
@@ -99,13 +102,11 @@ def MakeTarfile(source_dir, tag):
         print(source_dir + i)
         tar.add(source_dir + i, i)
     tar.close()
-
     # It is done. Send it to scratch.
     tarfile_fullpath = IFDHMove(tarfile_name, kTARBALL_LOCATION)
 
     return tarfile_name, tarfile_fullpath
 
-
 def MakeUniqueProcessingID(tag):
     processing_id = "{TAG}{DAY}-{TIME}".format(
         TAG=tag, DAY=dt.date.today(), TIME=dt.datetime.today().strftime("%H%M")
@@ -124,6 +125,8 @@ def GetOptions():
     grid_group.add_option("--memory", default=kMEMORY)
     grid_group.add_option("--ev_sel", action="store_true")
     grid_group.add_option("--mc_xsec_inputs", action="store_true")
+    grid_group.add_option("--bg_breakdown", action="store_true")
+    grid_group.add_option("--mc_migration", action="store_true")
 
     # job args
     job_group = optparse.OptionGroup(parser, "Job Options")
@@ -142,6 +145,13 @@ def GetOptions():
         default=True,  # default: DO systs
         help="Don't do full systematics. Default: DO systematics",
     )
+    job_group.add_option(
+        "--test_playlist",
+        action="store_true",
+        dest="do_test_playlist",
+        default=False,  # default is Not use test playlist
+        help="It use a test playlist. Default: It doesn't use the test playlist.",
+    )
     job_group.add_option("--signal_definition", default=0, help="0 = 1piW<1.4")
     job_group.add_option(
         "--playlists",
@@ -156,13 +166,17 @@ def GetOptions():
     options, remainder = parser.parse_args()
 
     # require a macro
-    if options.ev_sel == options.mc_xsec_inputs:
+    if options.ev_sel == options.mc_xsec_inputs and options.mc_xsec_inputs == options.mc_migration and options.mc_xsec_inputs == options.bg_breakdown:
         print("Pick a macro!")
         quit()
     elif options.ev_sel:
         options.macro = kEV_SEL_MACRO
     elif options.mc_xsec_inputs:
         options.macro = kMC_INPUTS_MACRO
+    elif options.mc_migration:
+        options.macro = kMC_MIGRATION_MACRO
+    elif options.bg_breakdown:
+        options.macro = kBACKGROUND_BREAKDOWN
     else:
         pass
 
@@ -200,7 +214,7 @@ def main():
     cache = kCACHE_PNFS_AREA + "/" + processing_id
     print("sending grid macro to " + cache)
     MakeDirectory(cache)
-    grid_script = IFDHCopy("grid_ccpi_macro.sh", cache)
+    grid_script = IFDHCopy("grid_ccpi_macro_2D.sh", cache)
 
     if options.run:
         print("\nSubmitting run: " + options.run)
@@ -214,7 +228,7 @@ def main():
         print("Using tuples from" + kANATUPLE_DIR)
 
         # loop anatuples
-        list_of_anatuples = glob.glob(kANATUPLE_DIR + "/Merged_mc_ana_{0}_DualVertex_p3/*".format(i_playlist))
+        list_of_anatuples = glob.glob(kANATUPLE_DIR + "/Merged_mc_ana_{0}_DualVertex_p4/*".format(i_playlist))
         for anatuple in list_of_anatuples:
             if not ("MasterAnaDev" in anatuple) or not (".root" in anatuple):
                 continue
@@ -233,20 +247,50 @@ def XROOTDify(anatuple):
                 )
 
             anatuple = XROOTDify(anatuple)
-
-            macro = options.macro
-            macro += (
-                '({SIGNAL_DEFINITION},\\\\\\"{PLAYLIST}\\\\\\",{DO_FULL_SYST},'
-                '{DO_TRUTH},{DO_GRID},\\\\\\"{TUPLE}\\\\\\",{RUN})'.format(
-                    SIGNAL_DEFINITION=options.signal_definition,
-                    PLAYLIST=i_playlist,
-                    DO_FULL_SYST="true" if options.do_full_systematics else "false",
-                    DO_TRUTH="true" if options.do_truth else "false",
-                    DO_GRID="true",
-                    TUPLE=anatuple,
-                    RUN=run,
+            if options.mc_xsec_inputs:
+                macro = options.macro
+                macro += (
+                    '({SIGNAL_DEFINITION},\\\\\\"{PLAYLIST}\\\\\\",{DO_FULL_SYST},'
+                    '{DO_TRUTH},{DO_TEST},{DO_GRID},\\\\\\"{TUPLE}\\\\\\",{RUN})'.format(
+                        SIGNAL_DEFINITION=options.signal_definition,
+                        PLAYLIST=i_playlist,
+                        DO_FULL_SYST="true" if options.do_full_systematics else "false",
+                        DO_TRUTH="true" if options.do_truth else "false",
+                        DO_TEST="false" if options.do_test_playlist else "true",
+                        DO_GRID="true",
+                        TUPLE=anatuple,
+                        RUN=run,
+                    )
                 )
-            )
+
+            if options.bg_breakdown:
+                 macro = options.macro
+                 macro += (
+                     '({SIGNAL_DEFINITION},\\\\\\"{PLAYLIST}\\\\\\",'
+                     '{DO_GRID},\\\\\\"{TUPLE}\\\\\\",{RUN})'.format(
+                         SIGNAL_DEFINITION=options.signal_definition,
+                         PLAYLIST=i_playlist,
+                         DO_GRID="true",
+                        TUPLE=anatuple,
+                        RUN=run,
+                     )
+                 )
+
+
+
+#	    if options.mc_migration:
+#                macro = options.macro
+#                macro += (
+#                    '({SIGNAL_DEFINITION},\\\\\\"{PLAYLIST}\\\\\\",'
+#                    '{DO_GRID},\\\\\\"{TUPLE}\\\\\\",{RUN})'.format(
+#                        SIGNAL_DEFINITION=options.signal_definition,
+#                        PLAYLIST=i_playlist,
+#                        DO_GRID="true",
+#                    	TUPLE=anatuple,
+# 			RUN=run,
+#                    )
+#                )
+
 
             macro = '"' + macro + '"'
 
@@ -280,4 +324,4 @@ def XROOTDify(anatuple):
 
 
 if __name__ == "__main__":
-    main()
+       main()

ccpion_common.h

@@ -9,7 +9,7 @@
 std::string GetPlaylistFile(std::string plist, bool is_mc,
                             bool use_xrootd = true) {
   // const std::string processing_date = "20200713"; // new short tracking branches
-  const std::string processing_date = "production_p3";  // new recoil energy branches
+  const std::string processing_date = "production_p4";  // new recoil energy branches
   //  const std::string processing_date = "test"; // For test with small MAD tuplas
   const std::string is_mc_str = is_mc ? "mc" : "data";
   std::transform(plist.begin(), plist.end(), plist.begin(), ::toupper);

grid_ccpi_macro.sh

@@ -54,7 +54,7 @@ echo $PLOTUTILSROOT
 
 echo
 echo "======== cd to ME_CCNuPionInc_Ana ========"
-cd ${HOME}/cc-ch-pip-ana
+cd ${HOME}/2D-cc-ch-pip-ana
 pwd
 
 echo