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check_detection.py
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#import matplotlib
#matplotlib.use('Agg')
import os, glob
import pylab as pl
import matplotlib.pyplot as plt
from matplotlib.colors import ListedColormap
import sys
import numpy as np
import linecache
import StringIO
###########################
### Test arguments ###
###########################
if (len(sys.argv)<1 or len(sys.argv)>4):
print """\
This script will read the voltage for all antennas, compute the p2p voltage, and test how many are above thresholdself.
A DISPLAY variable can be set to one to produce the voltage and trigger maps.
The script writes the results in a txt file.
Usage: python check_detection.py [toymodel, RM, CR or GP300] [opt: low freq] [opt: high freq]
"""
sys.exit(1)
threshold_cons=150. #noise=15muV => case with 10*noise
threshold_aggr=50. #noise=15muV => case with 10/3*noise
####################################################################################
def adjustFigAspect(fig,aspect=1):
'''
Adjust the subplot parameters so that the figure has the correct
aspect ratio.
'''
xsize,ysize = fig.get_size_inches()
minsize = min(xsize,ysize)
xlim = .4*minsize/xsize
ylim = .4*minsize/ysize
if aspect < 1:
xlim *= aspect
else:
ylim /= aspect
fig.subplots_adjust(left=.5-xlim,
right=.5+xlim,
bottom=.5-ylim,
top=.5+ylim)
####################################################################################
def read_voltage(trace,suffix):
output_folder=os.path.dirname(trace)
tmp = os.path.basename(trace)
tmp1 = tmp.replace('/','.').split('.')[-2][1:]
volt_file=output_folder+'/out_'+tmp1+suffix+'.txt'
if os.path.exists(volt_file):
s = open(volt_file).read().replace(' ',' ').replace('\t',' ')
time,Vns,Vew,Vup = np.loadtxt(StringIO.StringIO(s),delimiter=' ',usecols=[0,1,2,3],unpack=True)
time = np.array(time,dtype=float)
Vew = np.array(Vew,dtype=float)
Vns = np.array(Vns,dtype=float)
Vup = np.array(Vup,dtype=float)
#Vp2p = [np.max(Vew)+np.abs(np.min(Vew)),np.max(Vns)+np.abs(np.min(Vns)),np.max(Vup)+np.abs(np.min(Vup)),np.max(Vew+Vns+Vup)+np.abs(np.min(Vew+Vns+Vup))]
Vp2p = [np.max(Vew)+np.abs(np.min(Vew)),np.max(Vns)+np.abs(np.min(Vns)),np.max(Vup)+np.abs(np.min(Vup)),np.max(Vew+Vns)+np.abs(np.min(Vew+Vns))]
else:
Vp2p = [0.,0.,0.,0.]
tmp1 = tmp.replace('/','.').split('.')[0]
numberline = int(tmp1.split('a')[1]) + 1
line = linecache.getline(output_folder+'/antpos.dat', numberline)
antpos = map(float, line.split())
return np.concatenate((Vp2p,antpos))
####################################################################################
def compute_toymodel(Dd,alfa,hz,Nserie,EE,sep,Etarget,ROOT,suffix):
for iserie in Nserie:
for ie in range(len(Etarget)):
ratioE = float(Etarget[ie])/1E+19
#trig_file=ROOT+'detection/detection_count.txt'
#shower_file_tot=ROOT+'detection/detection_count_tot_EE'+Etarget[ie]+suffix+'.txt'
data_trig = []
#data_config_tot=[]
for iDd in Dd:
for ialfa in range(np.size(alfa)):
if alfa[ialfa]>0 or (alfa[ialfa]==0 and iDd==20000):
data_config=[]
test_folder=ROOT+'EE'+EE+'_D'+str(iDd)+'_alpha'+str(alfa[ialfa])+'_height'+str(hz)+'_sep'+str(sep[ialfa])+'_serie'+str(iserie)+'/'
config_folder=ROOT+'detection/'+'EE'+Etarget[ie]+'_D'+str(iDd)+'_alpha'+str(alfa[ialfa])+'_height'+str(hz)+'_sep'+str(sep[ialfa])+'_serie'+str(iserie)+'/'
shower_file=ROOT+'detection/detection_count_EE'+Etarget[ie]+'_D'+str(iDd)+'_alpha'+str(alfa[ialfa])+'_height'+str(hz)+'_sep'+str(sep[ialfa])+'_serie'+str(iserie)+suffix+'.txt'
showers = glob.glob(test_folder+'[0-9][0-9]*[0-9]/')
#showers=showers[103:104]
#Start loop on shower
for shower in showers:
showerID = shower.replace('/','.').split('.')[-2]
trace_files=glob.glob(shower+'split/*.trace')
Nant=len(trace_files)
#Start loop on antennas
if Nant>0:
Vp2p_antpos = np.array(map(lambda x:read_voltage(x,suffix),trace_files))
Vp2p_ew = Vp2p_antpos[:,0]*ratioE
Vp2p_ns = Vp2p_antpos[:,1]*ratioE
Vp2p_up = Vp2p_antpos[:,2]*ratioE
Vp2p_tot = Vp2p_antpos[:,3]*ratioE
antpos = Vp2p_antpos[:,4:9]
ind_ew_cons = np.where(Vp2p_ew>=threshold_cons)
ind_ns_cons = np.where(Vp2p_ns>=threshold_cons)
ind_up_cons = np.where(Vp2p_up>=threshold_cons)
ind_tot_cons = np.where(Vp2p_tot>=threshold_cons)
ind_ew_aggr = np.where(Vp2p_ew>=threshold_aggr)
ind_ns_aggr = np.where(Vp2p_ns>=threshold_aggr)
ind_up_aggr = np.where(Vp2p_up>=threshold_aggr)
ind_tot_aggr = np.where(Vp2p_tot>=threshold_aggr)
Nant_ew_cons = np.size(ind_ew_cons)
Nant_ns_cons = np.size(ind_ns_cons)
Nant_up_cons = np.size(ind_up_cons)
Nant_tot_cons = np.size(ind_tot_cons)
Nant_ew_aggr = np.size(ind_ew_aggr)
Nant_ns_aggr = np.size(ind_ns_aggr)
Nant_up_aggr = np.size(ind_up_aggr)
Nant_tot_aggr = np.size(ind_tot_aggr)
data_config.append((iDd/1e3,alfa[ialfa],showerID,Nant_ew_cons,Nant_ns_cons,Nant_up_cons,Nant_tot_cons,Nant_ew_aggr,Nant_ns_aggr,Nant_up_aggr,Nant_tot_aggr,np.max(Vp2p_ew),np.max(Vp2p_ns),np.max(Vp2p_up),np.max(Vp2p_tot)))
data_config_tot.append((iDd/1e3,alfa[ialfa],showerID,Nant_ew_cons,Nant_ns_cons,Nant_up_cons,Nant_tot_cons,Nant_ew_aggr,Nant_ns_aggr,Nant_up_aggr,Nant_tot_aggr,np.max(Vp2p_ew),np.max(Vp2p_ns),np.max(Vp2p_up),np.max(Vp2p_tot)))
#Plot
DISPLAY=0
if DISPLAY:
if not os.path.exists(config_folder):
os.makedirs(config_folder)
plot_maps(Vp2p_ew,Vp2p_ns,Vp2p_up,antpos,config_folder,showerID,suffix)
else:
data_config.append((iDd/1e3,alfa[ialfa],showerID,0,0,0,0,0,0,0,0,0.,0.,0.,0.))
#data_config_tot.append((iDd/1e3,alfa[ialfa],showerID,0,0,0,0,0,0,0,0,0.,0.,0.,0.))
#End loop on antennas
#End loop on showers
data_config = np.array(data_config,dtype=str)
np.savetxt(shower_file,data_config,fmt='%s %s %s %s %s %s %s %s %s %s %s %s %s %s %s ', header="Distance [km] Slope [deg] ShowerId New_conservative Nns_conservative Nup_conservative Ntot_conservative New_aggressive Nns_aggressive Nup_aggressive Ntot_aggressive max(Vp2p_ew) max(Vp2p_ns) max(Vp2p_up) max(Vp2p_tot) ")
#np.savetxt(shower_file_tot,data_config_tot,fmt='%s %s %s %s %s %s %s %s %s %s %s %s ', header="Distance [km] Slope [deg] ShowerId New_conservative Nns_conservative Ntot_conservative New_aggressive Nns_aggressive Ntot_aggressive max(Vp2p_ew) max(Vp2p_ns) max(Vp2p_tot) ")
return
####################################################################################
def compute_RM(Dd,alfa,hz,EE,sep,Etarget,ROOT):
for iserie in Nserie:
for ie in range(len(Etarget)):
ratioE = float(Etarget[ie])/1E+19
data_trig = []
data_config_tot=[]
for iDd in Dd:
for ialfa in range(np.size(alfa)):
if alfa[ialfa]>0 or (alfa[ialfa]==0 and iDd==20000):
data_config=[]
test_folder=ROOT+'EE'+EE+'_D'+str(iDd)+'_alpha'+str(alfa[ialfa])+'_height'+str(hz)+'_sep'+str(sep[ialfa])+'/'
config_folder=ROOT+'detection/'+'EE'+Etarget[ie]+'_D'+str(iDd)+'_alpha'+str(alfa[ialfa])+'_height'+str(hz)+'_sep'+str(sep[ialfa])+'/'
shower_file=ROOT+'detection/detection_count_EE'+Etarget[ie]+'_D'+str(iDd)+'_alpha'+str(alfa[ialfa])+'_height'+str(hz)+'_sep'+str(sep[ialfa])+'.txt'
showers = glob.glob(test_folder+'[0-9][0-9]*[0-9]/')
#Start loop on shower
for shower in showers:
showerID = shower.replace('/','.').split('.')[-2]
trace_files=glob.glob(shower+'*.trace')
Nant=len(trace_files)
#Start loop on antennas
if Nant>0:
Vp2p_antpos = np.array(map(lambda x:read_voltage(x),trace_files))
Vp2p_ew = Vp2p_antpos[:,0]*ratioE
Vp2p_ns = Vp2p_antpos[:,1]*ratioE
Vp2p_up = Vp2p_antpos[:,2]*ratioE
Vp2p_tot = Vp2p_antpos[:,3]*ratioE
antpos = Vp2p_antpos[:,4:9]
ind_ew_cons = np.where(Vp2p_ew>=threshold_cons)
ind_ns_cons = np.where(Vp2p_ns>=threshold_cons)
ind_up_cons = np.where(Vp2p_up>=threshold_cons)
ind_tot_cons = np.where(Vp2p_tot>=threshold_cons)
ind_ew_aggr = np.where(Vp2p_ew>=threshold_aggr)
ind_ns_aggr = np.where(Vp2p_ns>=threshold_aggr)
ind_up_aggr = np.where(Vp2p_up>=threshold_aggr)
ind_tot_aggr = np.where(Vp2p_tot>=threshold_aggr)
Nant_ew_cons = np.size(ind_ew_cons)
Nant_ns_cons = np.size(ind_ns_cons)
Nant_up_cons = np.size(ind_up_cons)
Nant_tot_cons = np.size(ind_tot_cons)
Nant_ew_aggr = np.size(ind_ew_aggr)
Nant_ns_aggr = np.size(ind_ns_aggr)
Nant_up_aggr = np.size(ind_up_aggr)
Nant_tot_aggr = np.size(ind_tot_aggr)
data_config.append((iDd/1e3,ialfa,showerID,Nant_ew_cons,Nant_ns_cons,Nant_up_cons,Nant_tot_cons,Nant_ew_aggr,Nant_ns_aggr,Nant_up_aggr,Nant_tot_aggr,np.max(Vp2p_ew),np.max(Vp2p_ns),np.max(Vp2p_up),np.max(Vp2p_tot)))
data_config_tot.append((iDd/1e3,ialfa,showerID,Nant_ew_cons,Nant_ns_cons,Nant_up_cons,Nant_tot_cons,Nant_ew_aggr,Nant_ns_aggr,Nant_up_aggr,Nant_tot_aggr,np.max(Vp2p_ew),np.max(Vp2p_ns),np.max(Vp2p_up),np.max(Vp2p_tot)))
#Plot
DISPLAY=0
if DISPLAY:
if not os.path.exists(config_folder):
os.makedirs(config_folder)
plot_maps(Vp2p_ew,Vp2p_ns,Vp2p_up,antpos,config_folder,showerID)
else:
data_config.append((iDd/1e3,ialfa,showerID,0,0,0,0,0,0,0,0,0.,0.,0.,0.))
data_config_tot.append((iDd/1e3,ialfa,showerID,0,0,0,0,0,0,0,0,0.,0.,0.,0.))
#End loop on antennas
#End loop on showers
data_config = np.array(data_config,dtype=str)
np.savetxt(shower_file,data_config,fmt='%s %s %s %s %s %s %s %s %s %s %s %s %s %s %s ', header="Distance [km] Slope [deg] ShowerId New_conservative Nns_conservative Nup_conservative Ntot_conservative New_aggressive Nns_aggressive Nup_aggressive Ntot_aggressive max(Vp2p_ew) max(Vp2p_ns) max(Vp2p_up) max(Vp2p_tot) ")
return
##########################################################################################################
def compute_CR(az,zen,Etarget,Nevt,ROOT,suffix):
shower_file_tot=ROOT+'detection/detection_count'+suffix+'.txt'
data_config_tot=[]
for ievt in Nevt:
for ie in range(len(Etarget)):
ratioE = 1. #float(Etarget[ie])/1E+19
for iaz in az:
for izen in zen:
data_config=[]
task = 'EE'+Etarget[ie]+'-az'+str(iaz)+'-zen'+str(izen)+'_evt'+str(ievt)
test_folder=ROOT+'/evt'+str(ievt)+'/'+task+'/'
config_folder=ROOT+'detection/evt'+str(ievt)+'/'+task+'/'
shower_file=ROOT+'detection/detection_count_'+task+suffix+'.txt'
trace_files=glob.glob(test_folder+'split/*.trace')
Nant=len(trace_files)
#Start loop on antennas
if Nant>0:
Vp2p_antpos = np.array(map(lambda x:read_voltage(x,suffix),trace_files))
Vp2p_ew = Vp2p_antpos[:,0]*ratioE
Vp2p_ns = Vp2p_antpos[:,1]*ratioE
Vp2p_up = Vp2p_antpos[:,2]*ratioE
Vp2p_tot = Vp2p_antpos[:,3]*ratioE
antpos = Vp2p_antpos[:,4:9]
ind_ew_cons = np.where(Vp2p_ew>=threshold_cons)
ind_ns_cons = np.where(Vp2p_ns>=threshold_cons)
ind_up_cons = np.where(Vp2p_up>=threshold_cons)
ind_tot_cons = np.where(Vp2p_tot>=threshold_cons)
ind_ew_aggr = np.where(Vp2p_ew>=threshold_aggr)
ind_ns_aggr = np.where(Vp2p_ns>=threshold_aggr)
ind_up_aggr = np.where(Vp2p_up>=threshold_aggr)
ind_tot_aggr = np.where(Vp2p_tot>=threshold_aggr)
Nant_ew_cons = np.size(ind_ew_cons)
Nant_ns_cons = np.size(ind_ns_cons)
Nant_up_cons = np.size(ind_up_cons)
Nant_tot_cons = np.size(ind_tot_cons)
Nant_ew_aggr = np.size(ind_ew_aggr)
Nant_ns_aggr = np.size(ind_ns_aggr)
Nant_up_aggr = np.size(ind_up_aggr)
Nant_tot_aggr = np.size(ind_tot_aggr)
data_config.append((Etarget[ie],iaz,izen,ievt,Nant_ew_cons,Nant_ns_cons,Nant_up_cons,Nant_tot_cons,Nant_ew_aggr,Nant_ns_aggr,Nant_up_aggr,Nant_tot_aggr,np.max(Vp2p_ew),np.max(Vp2p_ns),np.max(Vp2p_up),np.max(Vp2p_tot)))
data_config_tot.append((Etarget[ie],iaz,izen,ievt,Nant_ew_cons,Nant_ns_cons,Nant_up_cons,Nant_tot_cons,Nant_ew_aggr,Nant_ns_aggr,Nant_up_aggr,Nant_tot_aggr,np.max(Vp2p_ew),np.max(Vp2p_ns),np.max(Vp2p_up),np.max(Vp2p_tot)))
#Plot
DISPLAY=0
if DISPLAY:
if not os.path.exists(config_folder):
os.makedirs(config_folder)
plot_maps(Vp2p_ew,Vp2p_ns,Vp2p_up,antpos,config_folder,task,suffix)
else:
data_config.append((Etarget[ie],iaz,izen,ievt,0,0,0,0,0,0,0,0,0.,0.,0.,0.))
data_config_tot.append((Etarget[ie],iaz,izen,ievt,0,0,0,0,0,0,0,0,0.,0.,0.,0.))
#End loop on antennas
data_config = np.array(data_config,dtype=str)
#np.savetxt(shower_file,data_config,fmt='%s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s ', header="Energy [eV] Azimuth_GRAND [deg] Zenith_GRAND [deg] EventNumber New_conservative Nns_conservative Nup_conservative Ntot_conservative New_aggressive Nns_aggressive Nup_aggressive Ntot_aggressive max(Vp2p_ew) max(Vp2p_ns) max(Vp2p_up) max(Vp2p_tot) ")
data_config_tot = np.array(data_config_tot,dtype=str)
np.savetxt(shower_file_tot,data_config_tot,fmt='%s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s ', header="Energy [eV] Azimuth_GRAND [deg] Zenith_GRAND [deg] EventNumber New_conservative Nns_conservative Nup_conservative Ntot_conservative New_aggressive Nns_aggressive Nup_aggressive Ntot_aggressive max(Vp2p_ew) max(Vp2p_ns) max(Vp2p_up) max(Vp2p_tot) ")
return
##########################################################################################################
def compute_GP300(Etarget,Nevt,ROOT,suffix,DISPLAY):
det_dir = ROOT+'detection/'
if not os.path.exists(det_dir):
os.makedirs(det_dir)
shower_file_tot=ROOT+'detection/detection_count'+suffix+'.txt'
data_config_tot=[]
for ie in range(len(Etarget)):
for ievt in Nevt:
ratioE = 1. #10**float(Etarget[ie])/1E+19
data_config=[]
task = 'EE1E'+Etarget[ie]+'_evt'+str(ievt)
test_folder=ROOT+'/'+task+'/'
config_folder=ROOT+'detection/'+task+'/'
shower_file=ROOT+'detection/detection_count_'+task+suffix+'.txt'
trace_files=glob.glob(test_folder+'split/*.trace')
Nant=len(trace_files)
#Start loop on antennas
if Nant>0:
Vp2p_antpos = np.array(map(lambda x:read_voltage(x,suffix),trace_files))
Vp2p_ew = Vp2p_antpos[:,0]*ratioE
Vp2p_ns = Vp2p_antpos[:,1]*ratioE
Vp2p_up = Vp2p_antpos[:,2]*ratioE
Vp2p_tot = Vp2p_antpos[:,3]*ratioE
antpos = Vp2p_antpos[:,4:9]
ind_ew_cons = np.where(Vp2p_ew>=threshold_cons)
ind_ns_cons = np.where(Vp2p_ns>=threshold_cons)
ind_up_cons = np.where(Vp2p_up>=threshold_cons)
ind_tot_cons = np.where(Vp2p_tot>=threshold_cons)
ind_ew_aggr = np.where(Vp2p_ew>=threshold_aggr)
ind_ns_aggr = np.where(Vp2p_ns>=threshold_aggr)
ind_up_aggr = np.where(Vp2p_up>=threshold_aggr)
ind_tot_aggr = np.where(Vp2p_tot>=threshold_aggr)
Nant_ew_cons = np.size(ind_ew_cons)
Nant_ns_cons = np.size(ind_ns_cons)
Nant_up_cons = np.size(ind_up_cons)
Nant_tot_cons = np.size(ind_tot_cons)
Nant_ew_aggr = np.size(ind_ew_aggr)
Nant_ns_aggr = np.size(ind_ns_aggr)
Nant_up_aggr = np.size(ind_up_aggr)
Nant_tot_aggr = np.size(ind_tot_aggr)
data_config.append((Etarget[ie],ievt,Nant_ew_cons,Nant_ns_cons,Nant_up_cons,Nant_tot_cons,Nant_ew_aggr,Nant_ns_aggr,Nant_up_aggr,Nant_tot_aggr,np.max(Vp2p_ew),np.max(Vp2p_ns),np.max(Vp2p_up),np.max(Vp2p_tot)))
data_config_tot.append((Etarget[ie],ievt,Nant_ew_cons,Nant_ns_cons,Nant_up_cons,Nant_tot_cons,Nant_ew_aggr,Nant_ns_aggr,Nant_up_aggr,Nant_tot_aggr,np.max(Vp2p_ew),np.max(Vp2p_ns),np.max(Vp2p_up),np.max(Vp2p_tot)))
#Plot
if DISPLAY:
if not os.path.exists(config_folder):
os.makedirs(config_folder)
plot_maps(Vp2p_ew,Vp2p_ns,Vp2p_up,Vp2p_tot,antpos,config_folder,task,suffix)
else:
data_config.append((Etarget[ie],ievt,0,0,0,0,0,0,0,0,0.,0.,0.,0.))
data_config_tot.append((Etarget[ie],ievt,0,0,0,0,0,0,0,0,0.,0.,0.,0.))
#End loop on antennas
data_config = np.array(data_config,dtype=str)
#np.savetxt(shower_file,data_config,fmt='%s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s ', header="Energy [eV] Azimuth_GRAND [deg] Zenith_GRAND [deg] EventNumber New_conservative Nns_conservative Nup_conservative Ntot_conservative New_aggressive Nns_aggressive Nup_aggressive Ntot_aggressive max(Vp2p_ew) max(Vp2p_ns) max(Vp2p_up) max(Vp2p_tot) ")
data_config_tot = np.array(data_config_tot,dtype=str)
np.savetxt(shower_file_tot,data_config_tot,fmt='%s %s %s %s %s %s %s %s %s %s %s %s %s %s ', header="Energy [eV] EventNumber New_conservative Nns_conservative Nup_conservative Ntot_conservative New_aggressive Nns_aggressive Nup_aggressive Ntot_aggressive max(Vp2p_ew) max(Vp2p_ns) max(Vp2p_up) max(Vp2p_tot) ")
return
##########################################################################################################
def plot_maps(Vp2p_ew,Vp2p_ns,Vp2p_up,Vp2p_tot,antpos,config_folder,showerID,suffix):
binmap_ew_cons = np.zeros(np.shape(Vp2p_ew))
binmap_ew_cons[Vp2p_ew>=threshold_cons]=1
binmap_ew_aggr = np.zeros(np.shape(Vp2p_ew))
binmap_ew_aggr[Vp2p_ew>=threshold_aggr]=1
binmap_ns_cons = np.zeros(np.shape(Vp2p_ns))
binmap_ns_cons[Vp2p_ns>=threshold_cons]=1
binmap_ns_aggr = np.zeros(np.shape(Vp2p_ns))
binmap_ns_aggr[Vp2p_ns>=threshold_aggr]=1
binmap_up_cons = np.zeros(np.shape(Vp2p_up))
binmap_up_cons[Vp2p_up>=threshold_cons]=1
binmap_up_aggr = np.zeros(np.shape(Vp2p_up))
binmap_up_aggr[Vp2p_up>=threshold_aggr]=1
binmap_tot_cons = np.zeros(np.shape(Vp2p_tot))
binmap_tot_cons[Vp2p_tot>=threshold_cons]=1
binmap_tot_aggr = np.zeros(np.shape(Vp2p_tot))
binmap_tot_aggr[Vp2p_tot>=threshold_aggr]=1
binmap = ListedColormap(['white', 'black'], 'indexed')
dar=(np.max(antpos[:,0])-np.min(antpos[:,0]))/(np.max(antpos[:,1])-np.min(antpos[:,1]))/7
if dar==0:
dar=1
#EW
fig1 = pl.figure(1)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=Vp2p_ew,cmap='jet',label='Vew',edgecolors='none')
pl.title('Voltage EW [muV]')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
pl.colorbar()
#adjustFigAspect(fig1,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_voltmap_ew'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig1)
fig2 = pl.figure(2)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=binmap_ew_cons,cmap=binmap,label='Vew',vmin=0.,vmax=1.)
pl.title('Triggered EW (True/False)')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
#adjustFigAspect(fig2,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_trigmap_cons_ew'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig2)
fig3 = pl.figure(3)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=binmap_ew_aggr,cmap=binmap,label='Vew',vmin=0.,vmax=1.)
pl.title('Triggered EW (True/False)')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
#adjustFigAspect(fig3,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_trigmap_aggr_ew'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig3)
#NS
fig4 = pl.figure(4)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=Vp2p_ns,cmap='jet',label='Vns',edgecolors='none')
pl.title('Voltage NS [muV]')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
pl.colorbar()
#adjustFigAspect(fig4,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_voltmap_ns'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig4)
fig5 = pl.figure(5)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=binmap_ns_cons,cmap=binmap,label='Vns',vmin=0.,vmax=1.)
pl.title('Triggered NS (True/False)')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
#adjustFigAspect(fig5,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_trigmap_cons_ns'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig5)
fig6 = pl.figure(6)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=binmap_ns_aggr,cmap=binmap,label='Vns',vmin=0.,vmax=1.)
pl.title('Triggered NS (True/False)')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
#adjustFigAspect(fig6,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_trigmap_aggr_ns'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig6)
#UP
fig7 = pl.figure(7)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=Vp2p_up,cmap='jet',label='Vns',edgecolors='none')
pl.title('Voltage Vertical Arm [muV]')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
pl.colorbar()
#adjustFigAspect(fig4,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_voltmap_up'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig7)
fig8 = pl.figure(8)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=binmap_up_cons,cmap=binmap,label='Vns',vmin=0.,vmax=1.)
pl.title('Triggered Vertical Arm (True/False)')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
#adjustFigAspect(fig5,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_trigmap_cons_up'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig8)
fig9 = pl.figure(9)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=binmap_up_aggr,cmap=binmap,label='Vns',vmin=0.,vmax=1.)
pl.title('Triggered Vertical Arm (True/False)')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
#adjustFigAspect(fig6,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_trigmap_aggr_up'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig9)
#UP
fig10 = pl.figure(10)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=Vp2p_tot,cmap='jet',label='Vns',edgecolors='none')
pl.title('Total Voltage [muV]')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
pl.colorbar()
#adjustFigAspect(fig4,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_voltmap_tot'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig10)
fig11 = pl.figure(11)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=binmap_tot_cons,cmap=binmap,label='Vns',vmin=0.,vmax=1.)
pl.title('Triggered Total Voltage (True/False)')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
#adjustFigAspect(fig5,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_trigmap_cons_tot'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig11)
fig12 = pl.figure(12)
xlbl='X [m]'
ylbl='Y [m]'
pl.scatter(antpos[:,0],antpos[:,1],c=binmap_tot_aggr,cmap=binmap,label='Vns',vmin=0.,vmax=1.)
pl.title('Triggered Total Voltage (True/False)')
pl.xlabel(xlbl)
pl.ylabel(ylbl)
#adjustFigAspect(fig6,aspect=dar)
pl.axis('equal')
figname = config_folder+'/'+showerID+'_trigmap_aggr_tot'+suffix+'.png' #_50-200MHz
pl.savefig(figname,dpi=500)
pl.close(fig12)
return
##########################################################################################################
if __name__ == '__main__':
analysis = sys.argv[1]
if analysis=='toymodel':
ROOT = "/Users/nrenault/Desktop/GRAND/RadioMorphing/simus_zhaires/"
#ROOT = "/data75/renault/ToyModel/"
#ROOT = "/Users/nrenault/Desktop/GRAND/ToyModel/"
Nserie=[1] #[1,2]
EE='1E+10' #Neutrino energy e in GeV
hz=3000 #Mountain Height
sep=[500,500,500,250,250,250,250] #separation between antennas
Dd=[20000,30000,40000,60000,80000,100000] #distance to decay point in m
alfa=[10,15,20,45,90] #slope angle in degrees
Etarget = np.array([5E+17, 1E+18, 1E+19],dtype=str) #eV #1e19 #1e18 # 5e17
'''
try:
lowcut = int(sys.argv[1])
highcut = int(sys.argv[2])
suffix = '_'+str(lowcut)+'-'+str(highcut)+'MHz'
except:
lowcut=0
highcut=0
suffix=''
'''
suffix = '_50-200MHz'
compute_toymodel(Dd,alfa,hz,Nserie,EE,sep,Etarget,ROOT,suffix)
if analysis=='RM':
ROOT = "/Users/nrenault/Desktop/GRAND/RadioMorphing/simus_RM/"
#ROOT = "/data75/renault/ToyModel/"
Nserie=[1] #[1,2]
EE='1E+10' #Neutrino energy e in GeV
hz=3000 #Mountain Height
sep=[500] #[500,500,500,250,250,250,250] #separation between antennas
Dd=[20000,30000,40000,60000,80000,100000] #distance to decay point in m
alfa=[10,15,20,45,90] #slope angle in degrees
Etarget = np.array([5E+17, 1E+18, 1E+19],dtype=str) #eV #1e19 #1e18 # 5e17
compute_RM(Dd,alfa,hz,EE,sep,Etarget,ROOT)
elif analysis=='CR':
ROOT = "/Users/nrenault/Desktop/GRAND/CR_v1/simus_test/"
#ROOT = "/data75/renault/CR/simus/"
az=[0,45,90,135,180] #distance to decay point in m
zen=[95,100,105,110,115,120] #slope angle in degrees
Etarget = np.array(['1E17.5', '1E18.0', '1E18.5', '1E19.0', '1E19.5'],dtype=str) #eV #1e19 #1e18 # 5e17
Nevt = range(0,10)
try:
lowcut = int(sys.argv[1])
highcut = int(sys.argv[2])
suffix = '_'+str(lowcut)+'-'+str(highcut)+'MHz'
except:
lowcut=0
highcut=0
suffix=''
compute_CR(az,zen,Etarget,Nevt,ROOT,suffix)
elif analysis=='GP300':
DISPLAY=0
ROOT = "/Users/nrenault/Desktop/GRAND/CRs_GP300/simus_set3/"
#ROOT = "/data75/renault/CRs_GP300/simus/voltage_computed/"
Etarget = np.array(['17.0','17.5','18.0', '18.5','19.0', '19.5'],dtype=str)# , '19.0', '19.5'],dtype=str) #eV #1e19 #1e18 # 5e17
#Etarget = np.array(['16.5'],dtype=str)# , '19.0', '19.5'],dtype=str) #eV #1e19 #1e18 # 5e17
Nevt = range(1,301)
'''
try:
lowcut = int(sys.argv[1])
highcut = int(sys.argv[2])
suffix = '_'+str(lowcut)+'-'+str(highcut)+'MHz'
except:
lowcut=0
highcut=0
suffix=''
'''
suffix = '_50-200MHz'
compute_GP300(Etarget,Nevt,ROOT,suffix,DISPLAY)
print '\n'
print 'Finished'