Newer
Older
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
import sys
from itertools import islice
import mpi4py.MPI as MPI
import numpy as np
import matplotlib.pyplot as plt
import matplotlib as mpl
mpl.use('Agg')
import scipy.io
#import xlrd
from scipy import ndimage
sys.path.append("/public/home/weichengliang/lnData/CSST_new_framwork/csstPSF_20210108")
import PSFConfig as myConfig
import PSFUtil as myUtil
NPSF = 900
##############################
##############################
##############################
def test_psfREE80(psfPath, ThisTask, NTasks):
nccd = 30
npsf = NPSF
npsfPerTasks = int(npsf/NTasks)
iStart= 0 + npsfPerTasks*ThisTask
iEnd = npsfPerTasks + npsfPerTasks*ThisTask
if ThisTask == NTasks:
iEnd = npsf
CENPIXUSED = True
wvREE80 = np.zeros([4, nccd]) #psf in different waves-4
ttREE80 = np.zeros(nccd) #stacked psf
for iccd in range(1, nccd+1):
psf_wvREE80 = np.zeros([4, npsf])
psf_ttREE80 = np.zeros(npsf)
#for ipsf in range(1, npsf+1):
for ipsf in range(iStart+1, iEnd+1):
psf4iwave = []
for iwave in range(1, 5):
if ThisTask == 0:
print('iccd-ipsf-iwave: {:} {:} {:}'.format(iccd, ipsf, iwave), end='\r')
psfInfo = myConfig.LoadPSF(iccd, iwave, ipsf, psfPath, InputMaxPixelPos=True, PSFCentroidWgt=False)
cenPix = None
if CENPIXUSED:
psfInfoX= myConfig.LoadPSF(iccd, iwave, ipsf, psfPath, InputMaxPixelPos=True, PSFCentroidWgt=True)
deltX= psfInfoX['centroid_x'] #in mm
deltY= psfInfoX['centroid_y'] #in mm
pixsize = 2.5*1e-3 #mm, will use binningPSF
cenPix_X = 512/2 + deltX/pixsize
cenPix_Y = 512/2 + deltY/pixsize
cenPix = [cenPix_X, cenPix_Y]
ipsfMat = psfInfo['psfMat']
cenX, cenY, sz, e1, e2, REE80 = myUtil.psfSizeCalculator(ipsfMat, CalcPSFcenter=True, SigRange=True, TailorScheme=2, cenPix=cenPix)
psf_wvREE80[iwave-1, ipsf-1] = REE80
psf4iwave.append(ipsfMat)
tt = myUtil.psfStack(psf4iwave[0], psf4iwave[1], psf4iwave[2], psf4iwave[3])
cenX, cenY, sz, e1, e2, REE80 = myUtil.psfSizeCalculator(tt, CalcPSFcenter=True, SigRange=True, TailorScheme=2)
psf_ttREE80[ipsf-1] = REE80
if iccd == 1 and iwave ==1:
print('iccd-{:}:'.format(iccd), flush=True)
print('psfSet has been loaded.', flush=True)
#print('Usage: psfSet[i][keys]', flush=True)
#print('psfSet.keys:', psfSet[0].keys(), flush=True)
else:
print('iccd-{:}, iwave-{:}'.format(iccd, iwave), end='\r', flush=True)
comm.barrier()
psf_ttREE80 = comm.allreduce(psf_ttREE80, op=MPI.SUM)
psf_wvREE80[0, :] = comm.allreduce(psf_wvREE80[0, :], op=MPI.SUM)
psf_wvREE80[1, :] = comm.allreduce(psf_wvREE80[1, :], op=MPI.SUM)
psf_wvREE80[2, :] = comm.allreduce(psf_wvREE80[2, :], op=MPI.SUM)
psf_wvREE80[3, :] = comm.allreduce(psf_wvREE80[3, :], op=MPI.SUM)
ttREE80[iccd-1] = np.mean(psf_ttREE80)
wvREE80[0, iccd-1] = np.mean(psf_wvREE80[0, :])
wvREE80[1, iccd-1] = np.mean(psf_wvREE80[1, :])
wvREE80[2, iccd-1] = np.mean(psf_wvREE80[2, :])
wvREE80[3, iccd-1] = np.mean(psf_wvREE80[3, :])
##############################
comm.barrier()
#ttREE80 = comm.allreduce(ttREE80, op=MPI.SUM)
#wvREE80 = comm.allreduce(wvREE80, op=MPI.SUM)
#plot-test
if ThisTask == 0:
REE80W1 = wvREE80[0, :]
REE80W2 = wvREE80[1, :]
REE80W3 = wvREE80[2, :]
REE80W4 = wvREE80[3, :]
np.savetxt('REE80_w1.txt',REE80W1)
np.savetxt('REE80_w2.txt',REE80W2)
np.savetxt('REE80_w3.txt',REE80W3)
np.savetxt('REE80_w4.txt',REE80W4)
np.savetxt('REE80_tt.txt',ttREE80)
ccdFilterLayout = ['GV', 'GV', 'GU', 'GU', 'GI', 'y', 'i', 'g', 'r', 'GI', 'z', 'NUV', 'NUV', 'u', 'y', 'y','u', 'NUV', 'NUV', 'z', 'GI', 'r', 'g', 'i', 'y', 'GI', 'GU', 'GU','GV', 'GV']
fig = plt.figure(figsize=(18,10))
for iccd in range(0,30):
plt.arrow(iccd+1, REE80W1[iccd], 0, REE80W4[iccd]-REE80W1[iccd], width = 0.05, head_length=0.002, ec='None', color='k')
plt.plot([iccd+1], [REE80W1[iccd]], 'o',c='k')
plt.plot([iccd+1.1], [REE80W2[iccd]], 'o',c='b')
plt.plot([iccd+1.2], [REE80W3[iccd]], 'o',c='g')
plt.plot([iccd+1.3], [REE80W4[iccd]], 'o',c='r')
plt.plot([iccd+1, iccd+1.1, iccd+1.2, iccd+1.3], [REE80W1[iccd], REE80W2[iccd], REE80W3[iccd], REE80W4[iccd]], '--',c='k')
if REE80W1[iccd] < REE80W4[iccd]:
plt.text(iccd+1-0.2, REE80W1[iccd]-0.005, ccdFilterLayout[iccd], fontsize=15)
if REE80W1[iccd] > REE80W4[iccd]:
plt.text(iccd+1-0.2, REE80W1[iccd]+0.003, ccdFilterLayout[iccd], fontsize=15)
plt.fill_betweenx([0.078, 0.145], [0.5,0.5], [5.5,5.5], color='gray',alpha=0.5)
plt.fill_betweenx([0.078, 0.145], [25.5,25.5], [30.5,30.5], color='gray',alpha=0.5)
plt.fill_betweenx([0.078, 0.145], [9.5,9.5], [10.5,10.5], color='gray',alpha=0.5)
plt.fill_betweenx([0.078, 0.145], [20.5,20.5], [21.5,21.5], color='gray',alpha=0.5)
plt.plot([5.5, 5.5], [0.078, 0.5], ':')
plt.plot([10.5, 10.5], [0.078, 0.5], 'k:')
plt.plot([15.5, 15.5], [0.078, 0.5], 'k:')
plt.plot([20.5, 20.5], [0.078, 0.5], 'k:')
plt.plot([25.5, 25.5], [0.078, 0.5], 'k:')
plt.ylim(0.078, 0.145)
plt.xlim(0.5, 30.5)
#plt.plot(np.linspace(1, 30, 30), REE80W1)
#plt.plot(np.linspace(1, 30, 30), REE80W2)
#plt.plot(np.linspace(1, 30, 30), REE80W3)
#plt.plot(np.linspace(1, 30, 30), REE80W4)
plt.xticks([])
plt.yticks(fontsize=15)
plt.text(1.5, 0.074, 'CCD1 - CCD5', fontsize=15)
plt.text(6.5, 0.074, 'CCD6 - CCD10', fontsize=15)
plt.text(11.5, 0.074, 'CCD11 - CCD15', fontsize=15)
plt.text(16.5, 0.074, 'CCD16 - CCD20', fontsize=15)
plt.text(21.5, 0.074, 'CCD21 - CCD25', fontsize=15)
plt.text(26.5, 0.074, 'CCD26 - CCD30', fontsize=15)
plt.plot([27], [0.183], 'ko')
plt.text(27.5, 0.182, 'wave-1',fontsize=15)
plt.plot([27], [0.180], 'ro')
plt.text(27.5, 0.179, 'wave-2',fontsize=15)
plt.plot([27], [0.177], 'go')
plt.text(27.5, 0.176, 'wave-3',fontsize=15)
plt.plot([27], [0.174], 'bo')
plt.text(27.5, 0.173, 'wave-4',fontsize=15)
#overplot stackedPSF
xccd = np.linspace(1, 30, 30)
plt.plot(xccd,ttREE80, 'm*', ms = 20, markerfacecolor='None', markeredgewidth=2)
plt.plot([27], [0.168], 'm*', ms = 20, markerfacecolor='None', markeredgewidth=2)
plt.text(27.5, 0.1665, 'stacked',fontsize=20)
plt.savefig('figs/psfStackedREE80.pdf')
##############################
##############################
##############################
if __name__=='__main__':
comm = MPI.COMM_WORLD
ThisTask = comm.Get_rank()
NTasks = comm.Get_size()
psfPath = '/data/simudata/CSSOSDataProductsSims/data/csstPSFdata/CSSOS_psf_20210108/CSST_psf_ciomp_2p5um_cycle3'
test_psfREE80(psfPath, ThisTask, NTasks)