Attached are instructions and scripts for carrying out a parameter space scan with ShelfMC, the simulation package for the ARIANNA detector.

Because some of the plotted outputs looked like colored stripes and did not offer any insight into how effective volume changed with some variables, I made some changes to the simulation and plotting scripts so that different maximum, minimum, and increment values can be chosen for each variable. Now rather than having fixed, hard-coded values for all variables, the parameter space scan and plotting is more flexible for use with variable inputs.

#!/bin/bash
#Jude Rajasekera 3/20/17

tmpShelfmc=$HOME/ShelfMC/git_shelfmc #location of Shelfmc
runName=e18_ParamSpaceScan #name of run




cd $tmpShelfmc #move to home directory




AttenMin=500                      # MINIMUM attenuation length for the simulation
AttenMax=1000                     # MAXIMUM attenuation length
AttenInc=100                      # INCREMENT for attenuation length

RadiusMin=3                       # MINIMUM radius
RadiusMax=31                      # MAXIMUM radius
RadiusInc=7                       # INCREMENT

IceMin=500                        # etc...
IceMax=2900
IceInc=400

FirnMin=60
FirnMax=140
FirnInc=20

StDepthMin=0
StDepthMax=200
StDepthInc=50


if [ ! -f ./jobList.txt ]; then #see if there is an existing job file
    echo "Creating new job List"
    for ((L=$AttenMin;L<=$AttenMax;L+=$AttenInc)) #Attenuation length
    do
	for ((AR=$RadiusMin;AR<=$RadiusMax;AR+=$RadiusInc)) #Station radius (measured from center of radius to antenna
	do
            for ((T=$IceMin;T<=$IceMax;T+=$IceInc)) #Ice thickness
            do
		for ((FT=$FirnMin;FT<=$FirnMax;FT+=$FirnInc)) #Firn thickness
		do
                    for ((SD=$StDepthMin;SD<=$StDepthMax;SD+=$StDepthInc)) #Station depth
                    do
		    echo "cd $runName/Atten_Up$L/AntennaRadius$AR/IceThick$T/FirnThick$FT/StationDepth$SD" >> jobList.txt
                    done
		done
            done
	done
    done
else 
    echo "Picking up from last job"
fi


numbLeft=$(wc -l < ./jobList.txt)
while [ $numbLeft -gt 0 ];
do
    jobs=$(showq | grep "cond0092") #change username here
    echo '__________Current Running Jobs__________'
    echo "$jobs"
    echo ''
    runningJobs=$(showq | grep "cond0092" | wc -l) #change username here
    echo Number of Running Jobs = $runningJobs 
    echo Number of jobs left = $numbLeft
    if [ $runningJobs -le 20 ];then
	line=$(head -n 1 jobList.txt)
	$line
	echo Submit Job && pwd
	qsub run_shelfmc_multithread.sh
	cd $tmpShelfmc
	sed -i 1d jobList.txt
    else
	echo "Full Capacity"
    fi
    sleep 1
    numbLeft=$(wc -l < ./jobList.txt)
done

#!/bin/bash
#04/18/2017
# script will collect root files and plot as dictated by user
#Hannah Hasan

shelfmc=$HOME/ShelfMC/git_shelfmc ##set to your ShelfMC directory - should have the parameter space scan directory and a directory called "outputs". outputs may be empty

AttenMin=500
AttenMax=1000
AttenInc=100

RadiusMin=3
RadiusMax=31
RadiusInc=7

IceMin=500
IceMax=2900
IceInc=400

FirnMin=60
FirnMax=140
FirnInc=20

StDepthMin=0
StDepthMax=200
StDepthInc=50

line1='{'
line2='  TFile *f = new TFile("'"Veff_${xvar}_${yvar}.root"'");'   #set later
line3='  TTree *SimParam = (TTree*)f->Get("sim_parameters");'
line4='  TCanvas *c = new TCanvas("c", "V_{eff}", 2000, 1000);'
line5='  TPad* p = new TPad("p","p",0.0,0.0,1.0,1.0);'
line6='  p->Draw();'
line7='  p->SetLeftMargin(0.15);'
line8='  p->SetRightMargin(0.15);'
line9='  p->cd();'
line10='  TH2F *h = new TH2F("''h''", "''V_{eff} vs '"$var1"' vs '"$var2"'"'",$xbins,$xmin,$xmax"', '"$ybins,$ymin,$ymax);"   set later
line11='  double x;'
line12='  double y;'
line13='  double z;'
line14='  double veff=0;'
line15='  double energy;'
line16="  double avgs[$SIZE];"   #set later; SIZE varies depending on which variables we are plotting
line17='  SimParam->SetBranchAddress("'"$xbranch"'", &x );'   #set later
line18='  SimParam->SetBranchAddress("'"$ybranch"'", &y );'   #set later
line19='  SimParam->SetBranchAddress("Veff", &z);'
line20='  int v=0;'
line21="  for(int k=1; k<=$SIZE; k++){"   #set later for SIZE
line22='    veff = 0;'
line23='    for(v; v<(k*20.0); v++){'       #change 20 to number of processors ShelfMC runs were split across
line24='      SimParam->GetEntry(v);'
line25='      veff += z;'
line26='    }'
line27='    avgs[(k-1)] = (veff/20.0);'      #change 20 to number of processors
line28='  }'
line29="  for(int i=0; i<$SIZE; i++){"   #set later for SIZE
line30='    SimParam->GetEntry((i*20));'       #change 20 to number of processors
line31='    h->Fill(x,y,avgs[i]);'
line32='  }'
line33='  gStyle->SetPalette(1,0);'
line34='  h->GetXaxis()->SetTitle("'"$var1"' (m)");'   #set later
line35='  h->GetYaxis()->SetTitle("'"$var2"' (m)");'   #set later
line36='  h->GetZaxis()->SetTitle("V_{eff} (km^{3} str)");'
line37='  h->GetXaxis()->SetTitleOffset(1.2);'
line38='  h->GetYaxis()->SetTitleOffset(1.0);'
line39='  h->GetZaxis()->SetTitleOffset(1.3);'
line40='  gStyle->SetOptStat(0);'
line41='  h->Draw("COLZ");'
line42='  double const1;'
line43='  double const2;'
line44='  double const3;'
line45='  SimParam->SetBranchAddress("'"$const1br"'", &const1);'   #set later
line46='  SimParam->SetBranchAddress("'"$const2br"'", &const2);'   #set later
line47='  SimParam->SetBranchAddress("'"$const3br"'", &const3);'   #set later
line48='  SimParam->SetBranchAddress("exponent", &energy);'
line49='  SimParam->GetEntry(0);'
line50='  char const_1[30];'
line51='  char const_2[30];'
line52='  char const_3[30];'
line53='  char enrgy[30];'
line54='  sprintf(enrgy, "Energy (exponent): %d", energy);'
line55='  sprintf(const_1, "'"$const1br"' %d m", const1);'   
line56='  sprintf(const_2, "'"$const2br"' %d m", const2);'   
line57='  sprintf(const_3, "'"$const3br"' %d m", const3);'    #set later
line58='  TPaveText *t = new TPaveText(0,0,0.07,0.3,"brNDC");'
line59='  t->SetLabel("Simulation Parameters:");'
line60='  t->AddText(enrgy);'
line61='  t->AddText(const_1);'
line62='  t->AddText(const_2);'
line63='  t->AddText(const_3);'
line64='  t->Draw();'
line65='  c->Modified();'
line66='  c->Update();'
line67='  c->SaveAs("'"Veff_${xvar}_${yvar}.pdf"'");'   #set later
line68='}'


echo
echo
echo 'This script will allow you to choose two variables to plot effective volume against.'
echo
echo 'Enter the name of the run you wish to plot data for.'
echo
read -p 'Name of run: ' runName
echo
echo 'Thank you!'
echo
echo 'Please make your selections from the following list:'
echo '(A) - Attenuation Length'
echo '(R) - Antenna Radius'
echo '(I) - Ice Thickness'
echo '(F) - Firn Thickness'
echo '(S) - Station Depth'
echo
echo '** please use capital letters in your selection **'
echo
read -p 'Select the variable you wish to plot along the X-axis: ' xvar
read -p 'Now select the variable you wish to plot along the Y-axis: ' yvar
echo


cd $shelfmc/outputs
mkdir ${runName}_${xvar}_${yvar}

cd $shelfmc/$runName

attenprompt='Select what value at which to hold constant Attenuation Length'
atteninc=' > Choose only values between 500-1000, at increments of 100: '

radiusprompt='Select what value at which to hold constant Antenna Radius'
radiusinc=' > Choose only values between 3-31, at increments of 7: '

iceprompt='Select what value at which to hold constant Ice Thickness'
iceinc=' > Choose only values between 500-2900, at increments of 400: '

firnprompt='Select what value at which to hold constant Firn Thickness'
firninc=' > Choose only values between 60-140, at increments of 20: '

stprompt='Select what value at which to hold constant Station Depth'
stinc=' > Choose only values between 0-200, at increments of 50: '

if ([ "$xvar" = "A" ] && [ "$yvar" = "R" ]) || ([ "$yvar" = "A" ] && [ "$xvar" = "R" ]); then
     echo $iceprompt
     echo $iceinc
     read const1
    const1br='icethick'
     echo $firnprompt
     echo $firninc
     read const2
    const2br='firndepth'
     echo $stprompt
     echo $stinc
     read const3
    const3br='station_depth'
    echo
    echo 'Adding files...'
    echo
    for ((L=$AttenMin;L<=$AttenMax;L+=$AttenInc))
    do
	cd Atten_Up$L
	for ((AR=$RadiusMin;AR<=$RadiusMax;AR+=$RadiusInc))
	do
	    cd AntennaRadius$AR/IceThick$const1/FirnThick$const2/StationDepth$const3
            cp *.root $shelfmc/outputs/${runName}_${xvar}_${yvar}/Result_${L}_${AR}.root
	    cd ../../../../
	done
	cd ..
    done

elif ([ "$xvar" = "A" ] && [ "$yvar" = "I" ]) || ([ "$yvar" = "A" ] && [ "$xvar" = "I" ]); then
     echo $radiusprompt
     echo $radiusinc
     read const1
    const1br='st4_r'
     echo $firnprompt
     echo $firninc
     read const2
    const2br='firndepth'
     echo $stprompt
     echo $stinc
     read const3
    const3br='station_depth'
    echo
    for ((L=$AttenMin;L<=$AttenMax;L+=$AttenInc))
    do
        cd Atten_Up$L/AntennaRadius$const1
        for ((Ice=$IceMin;Ice<=$IceMax;Ice+=$IceInc))
        do
            cd IceThick$Ice/FirnThick$const2/StationDepth$const3
            cp *.root $shelfmc/outputs/${runName}_${xvar}_${yvar}/Result_${L}_${Ice}.root
            cd ../../../
        done
        cd ../../
    done

elif ([ "$xvar" = "A" ] && [ "$yvar" = "F" ]) || ([ "$yvar" = "A" ] && [ "$xvar" = "F" ]); then
     echo $radiusprompt
     echo $radiusinc
     read const1
    const1br='st4_r'
     echo $iceprompt
     echo $iceinc
     read const2
    const2br='icethick'
     echo $stprompt
     echo $stinc
     read const3
    const3br='station_depth'
    echo
    for ((L=$AttenMin;L<=$AttenMax;L+=$AttenInc))
    do
	cd Atten_Up$L/AntennaRadius$const1/IceThick$const2
	for ((FT=$FirnMin;FT<=$FirnMax;FT+=$FirnInc))
	do
	    cd FirnThick$FT/StationDepth$const3
	    cp *.root $shelfmc/outputs/${runName}_${xvar}_${yvar}/Result_${L}_${FT}.root
	    cd ../..
	done
	cd ../../..
    done

elif ([ "$xvar" = "A" ] && [ "$yvar" = "S" ]) || ([ "$yvar" = "A" ] && [ "$xvar" = "S" ]); then
     echo $radiusprompt
     echo $radiusinc
     read const1
    const1br='st4_r'
     echo $iceprompt
     echo $iceinc
     read const2
    const2br='icethick'
     echo $firnprompt
     echo $firninc
     read const3
    const3br='firndepth'
    echo
    for ((L=$AttenMin;L<=$AttenMax;L+=$AttenInc))
    do
	cd Atten_Up$L/AntennaRadius$const1/IceThick$const2/FirnThick$const3
	for ((SD=$StDepthMin;SD<=$StDepthMax;SD+=$StDepthInc))
	do
	    cd StationDepth$SD
	    cp *.root $shelfmc/outputs/${runName}_${xvar}_${yvar}/Result_${L}_${SD}.root
	    cd ../
	done
	cd ../../../..
    done

elif ([ "$xvar" = "R" ] && [ "$yvar" = "I" ]) || ([ "$yvar" = "R" ] && [ "$xvar" = "I" ]); then
     echo $attenprompt
     echo $atteninc
     read const1
    const1br='atten_up'
     echo $firnprompt
     echo $firninc
     read const2
    const2br='firndepth'
     echo $stprompt
     echo $stinc
     read const3
    const3br='station_depth'
    echo
    for ((AR=$RadiusMin;AR<=$RadiusMax;AR+=$RadiusInc))
    do
	cd Atten_Up$const1/AntennaRadius$AR
	for ((Ice=$IceMin;Ice<=$IceMax;Ice+=$IceInc))
	do
	    cd IceThick$Ice/FirnThick$const2/StationDepth$const3
            cp *.root $shelfmc/outputs/${runName}_${xvar}_${yvar}/Result_${AR}_${Ice}.root
	    cd ../../..
	done
	cd ../..
    done

elif ([ "$xvar" = "R" ] && [ "$yvar" = "F" ]) || ([ "$yvar" = "R" ] && [ "$xvar" = "F" ]); then
     echo $attenprompt
     echo $atteninc
     read const1
    const1br='atten_up'
     echo $iceprompt
     echo $iceinc
     read const2
    const2br='icethick'
     echo $stprompt
     echo $stinc
     read const3
    const3br='station_depth'
    echo
    for ((AR=$RadiusMin;AR<=$RadiusMax;AR+=$RadiusInc))
    do
	cd Atten_Up$const1/AntennaRadius$AR/IceThick$const2
	for ((FT=$FirnMin;FT<=$FirnMax;FT+=$FirnInc))
	do
	    cd FirnThick$FT/StationDepth$const3
            cp *.root $shelfmc/outputs/${runName}_${xvar}_${yvar}/Result_${AR}_${FT}.root
	    cd ../..
	done
	cd ../../..
    done

elif ([ "$xvar" = "R" ] && [ "$yvar" = "S" ]) || ([ "$yvar" = "R" ] && [ "$xvar" = "S" ]); then