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authorAaron LI <aaronly.me@outlook.com>2017-02-20 12:11:25 +0800
committerAaron LI <aaronly.me@outlook.com>2017-02-20 12:11:25 +0800
commitcba36462e9e70f45341e432074c726dda5e31092 (patch)
tree0bc9885d0ff86b563e0fb5321c56d51d5687ba70 /bin/fg_2500_500.py
parent2a069ed00d6f1c83153be9174c296e5540f37d30 (diff)
downloadchandra-acis-analysis-cba36462e9e70f45341e432074c726dda5e31092.tar.bz2
Move shell/python scripts from 'mass_profile/' to 'bin/'
Diffstat (limited to 'bin/fg_2500_500.py')
-rwxr-xr-xbin/fg_2500_500.py153
1 files changed, 153 insertions, 0 deletions
diff --git a/bin/fg_2500_500.py b/bin/fg_2500_500.py
new file mode 100755
index 0000000..67a1a11
--- /dev/null
+++ b/bin/fg_2500_500.py
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+#!/usr/bin/env python
+
+import sys
+import numpy
+import scipy.interpolate
+
+confidence_level=.68
+def read_file(param):
+ delta=float(param[0])
+
+ file_mass_center=open("mass_int_center.qdp").readlines();
+ file_delta_center=open("overdensity_center.qdp").readlines();
+
+ center_r=0
+ center_m=0
+ center_gm=0
+ center_gf=0
+
+
+ for i in range(0,len(file_mass_center)):
+ lm=file_mass_center[i].strip();
+ ld=file_delta_center[i].strip();
+ r,m=lm.split()
+ r,d=ld.split()
+ r=float(r)
+ d=float(d)
+ m=float(m)
+ if m<1e11:
+ continue
+ if d<delta:
+ center_r=r
+ center_m=m
+ for j in open("gas_mass_int_center.qdp"):
+ rgm,gm=j.strip().split()
+ rgm=float(rgm)
+ gm=float(gm)
+ if rgm>r:
+
+ center_gm=gm
+ center_gf=gm/m
+ break
+ break
+ if len(param)>1 and param[1]=='c':
+ #print("%s(<r%d)=%E solar mass"%("mass",delta,center_m))
+ #print("%s%d=%E kpc"%("r",delta,center_r))
+ #print("%s(<r%d)=%E solar mass"%("gas mass",delta,center_gm))
+ #print("%s(<r%d)=%E"%("gas fraction",delta,center_gf))
+ return center_m,center_r,center_gm,center_gf,None,None,None,None
+
+
+#print(center_gm,center_gf)
+ file_mass=open('summary_mass_profile.qdp').readlines()
+ file_delta=open('summary_overdensity.qdp').readlines()
+ file_gm=open('summary_gas_mass_profile.qdp')
+
+
+ flag=True
+ rlist=[]
+ mlist=[]
+ gmlist=[]
+ gflist=[]
+ old_m=0
+ invalid_count=0
+ for i in range(0,len(file_mass)):
+ lm=file_mass[i].strip()
+ ld=file_delta[i].strip()
+ if lm[0]=='n':
+ flag=True
+ old_m=0
+ continue
+ if not flag:
+ continue
+ r,m=lm.split()
+ m=float(m)
+ if m<1e12:
+ continue
+ if m<old_m:
+ invalid_count+=1
+ flag=False
+ continue
+ r,d=ld.split()
+ d=float(d)
+ r=float(r)
+
+ if d<delta:
+ #print("%s %e"%(d,m))
+ mlist.append(m)
+ rlist.append(r)
+ flag1=True
+ while True:
+ lgm=file_gm.readline().strip()
+ if lgm[0]=='n':
+ break
+ rgm,gm=lgm.split()
+ rgm=float(rgm)
+ gm=float(gm)
+ if rgm>r and flag1:
+ gmlist.append(gm)
+
+ flag1=False
+ gflist.append(gm/mlist[-1])
+ #print(gm,gflist[-1])
+ flag=False
+ old_m=m
+ print("%d abnormal data dropped"%(invalid_count))
+
+
+ return center_m,center_r,center_gm,center_gf,mlist,rlist,gmlist,gflist
+#center_m=numpy.mean(mlist)
+#center_r=numpy.mean(rlist)
+
+if len(sys.argv)>1:
+ center_m2500,center_r2500,center_gm2500,center_gf2500,mlist2500,rlist2500,gmlist2500,gflist2500=read_file([2500,sys.argv[1]])
+ center_m500,center_r500,center_gm500,center_gf500,mlist500,rlist500,gmlist500,gflist500=read_file([500,sys.argv[1]])
+else:
+ center_m2500,center_r2500,center_gm2500,center_gf2500,mlist2500,rlist2500,gmlist2500,gflist2500=read_file([2500])
+ center_m500,center_r500,center_gm500,center_gf500,mlist500,rlist500,gmlist500,gflist500=read_file([500])
+
+if mlist2500!=None and len(mlist2500)!=len(mlist500):
+ raise Exception("Something wrong, the number of 2500 and 500 data are different")
+
+
+if mlist2500==None:
+ print("gas fraction between r2500 and r500 is %E"%((center_gm500-center_gm2500)/(center_m500-center_m2500)))
+ sys.exit(0)
+
+gf_2500_500=[]
+
+for i in range(0,len(mlist500)):
+ if mlist500[i]-mlist2500[i]<=0:
+ continue
+ gf_2500_500.append((gmlist500[i]-gmlist2500[i])/(mlist500[i]-mlist2500[i]))
+
+gf_2500_500.sort();
+
+
+center_gf_2500_500=(center_gm500-center_gm2500)/(center_m500-center_m2500)
+gf_idx=-1
+
+for i in range(len(gf_2500_500)-1):
+ if (center_gf_2500_500-gf_2500_500[i])*(center_gf_2500_500-gf_2500_500[i+1])<=0:
+ gf_idx=i
+ break
+if gf_idx==-1:
+ raise Exception("Something wrong!")
+
+gflidx=int(gf_idx*(1-confidence_level))
+gfuidx=gf_idx-1+int((len(gf_2500_500)-gf_idx)*confidence_level)
+
+gferr1=gf_2500_500[gflidx]-center_gf_2500_500
+gferr2=gf_2500_500[gfuidx]-center_gf_2500_500
+
+print("gas_fraction between r2500 and r500=\t%e\t %e/+%e (1 sigma)"%(center_gf_2500_500,gferr1,gferr2))