2016年2月24日水曜日

PI Shifter for Suzaku XIS

お察し下さい。個人的に作ったスクリプト。pyfitsの練習というか。

SCRIPT_SHELL="python" 
SCRIPT_NAME="PiShift.py"
SCRIPT_HELP_ARG="1) input Count PI file made by mathpha 2)output PI file 3)c0 4)c1 5)c2"
SCRIPT_HELP_SENTENCE="Modiefy PI Channel with f(x)=c2*x**2+c1*x+c0. Only for Suzaku XIS."
SCRIPT_NUM_ARG=5

###IMPORT###
import sys
import pyfits
import os
###HELP###

if len(sys.argv[1:])!=SCRIPT_NUM_ARG:
    print 'Name: '+SCRIPT_NAME
    print 'Arguments: '+SCRIPT_HELP_ARG
    print 'Explanation: '+SCRIPT_HELP_SENTENCE
    sys.exit()


###MAIN###
inf=str(sys.argv[1])
outf=str(sys.argv[2])
c0=float(sys.argv[3])
c1=float(sys.argv[4])
c2=float(sys.argv[5])


ch_num=4096

hdulist = pyfits.open(inf)

if os.path.isfile(outf) :
    os.remove(outf)

sp=hdulist[1].data

hdulist[1].header['COMMENT']='Modefied with PiSift.py'
hdulist[1].header['COMMENT']='c0='+str(c0)
hdulist[1].header['COMMENT']='c1='+str(c1)
hdulist[1].header['COMMENT']='c2='+str(c2)

def f(x) :
    x=float(x)
    return c2*x**2+c1*x+c0


def main() :
    new_counts=[]
    for n in range(ch_num) :
        new_counts.append(0.0)  
        
    old_counts=sp['COUNTS']
    
    for n in range(ch_num) :
        new_ch0=f(n)
        new_ch1=f(n+1)
        if new_ch1 < new_ch0 :
            sys.exit('Correction function is not monotone.')
        elif new_ch0 > 0 and new_ch1 < ch_num :
            for m in range(int(new_ch0+1),int(new_ch1)) :
                new_counts[m]+=old_counts[n]/(new_ch1-new_ch0)

            new_counts[int(new_ch0)]+=old_counts[n]/(new_ch1-new_ch0)*(int(new_ch0+1)-new_ch0)
            new_counts[int(new_ch1)]+=old_counts[n]/(new_ch1-new_ch0)*(new_ch1-int(new_ch1))
         
  

    for n in range(ch_num) :
        sp['COUNTS'][n]=int(round(new_counts[n]))
        sp['STAT_ERR'][n]=float(new_counts[n]**0.5)

    hdulist.writeto(outf)

main()