Commit 00a96bcb authored by Zhang Xin's avatar Zhang Xin
Browse files

add model: straylight; fix header file consistent with doc:KSC-00-JK-0001-02.01.pdf

parent 81589f9d
...@@ -18,6 +18,10 @@ from astropy.wcs.utils import fit_wcs_from_points ...@@ -18,6 +18,10 @@ from astropy.wcs.utils import fit_wcs_from_points
from astropy.time import Time from astropy.time import Time
from astropy import wcs from astropy import wcs
from datetime import datetime
# import socket
import platform
def chara2digit(char): def chara2digit(char):
""" Function to judge and convert characters to digitals """ Function to judge and convert characters to digitals
...@@ -381,7 +385,7 @@ def generatePrimaryHeader(xlen = 9216, ylen = 9232, pointNum = '1', ra = 60, dec ...@@ -381,7 +385,7 @@ def generatePrimaryHeader(xlen = 9216, ylen = 9232, pointNum = '1', ra = 60, dec
h_prim['EXPTIME'] = exptime h_prim['EXPTIME'] = exptime
# Define file types # Define file types
file_type = {'SCI':'SCIE', 'BIAS':'BIAS', 'DARK':'DARK', 'FLAT':'FLAT', 'CRS':'cosmic_ray', 'CRD':'cosmic_ray','CALS':'CALS','CALF':'CALF'} file_type = {'SCI':'SCIE', 'BIAS':'BIAS', 'DARK':'DARK', 'FLAT':'FLAT', 'CRS':'cosmic_ray', 'CRD':'CRD','CALS':'CALS','CALF':'CALF'}
h_prim['FILETYPE'] = file_type[im_type] h_prim['FILETYPE'] = file_type[im_type]
co = coord.SkyCoord(ra, dec, unit='deg') co = coord.SkyCoord(ra, dec, unit='deg')
...@@ -417,7 +421,7 @@ def generatePrimaryHeader(xlen = 9216, ylen = 9232, pointNum = '1', ra = 60, dec ...@@ -417,7 +421,7 @@ def generatePrimaryHeader(xlen = 9216, ylen = 9232, pointNum = '1', ra = 60, dec
file_end_time = end_time_str[0:4] + end_time_str[5:7]+end_time_str[8:10] + end_time_str[11:13] + end_time_str[14:16] + end_time_str[17:19] file_end_time = end_time_str[0:4] + end_time_str[5:7]+end_time_str[8:10] + end_time_str[11:13] + end_time_str[14:16] + end_time_str[17:19]
# h_prim['FILENAME'] = 'CSST_MSC_MS_' + im_type + '_' + file_start_time + '_' + file_end_time + '_' + OBS_id + '_' + CCDID[ # h_prim['FILENAME'] = 'CSST_MSC_MS_' + im_type + '_' + file_start_time + '_' + file_end_time + '_' + OBS_id + '_' + CCDID[
# k - 1].rjust(2, '0') + '_L0_V01' # k - 1].rjust(2, '0') + '_L0_V01'
h_prim['FILENAME'] = 'CSST_MSC_MS_' + im_type + '_' + file_start_time + '_' + file_end_time + '_' + OBS_id + '_' + chip_name + '_L0_V01' h_prim['FILENAME'] = 'CSST_MSC_MS_' + file_type[im_type] + '_' + file_start_time + '_' + file_end_time + '_' + OBS_id + '_' + chip_name + '_L0_V01'
h_prim['POSI0_X'] = sat_pos[0] h_prim['POSI0_X'] = sat_pos[0]
...@@ -433,12 +437,15 @@ def generatePrimaryHeader(xlen = 9216, ylen = 9232, pointNum = '1', ra = 60, dec ...@@ -433,12 +437,15 @@ def generatePrimaryHeader(xlen = 9216, ylen = 9232, pointNum = '1', ra = 60, dec
# Get version of CSSTSim Package # Get version of CSSTSim Package
from pkg_resources import get_distribution from pkg_resources import get_distribution
# h_prim['SIM_VER'] = (get_distribution("CSSTSim").version, "Version of CSST MSC simulation software") # h_prim['SIM_VER'] = (get_distribution("CSSTSim").version, "Version of CSST MSC simulation software")
h_prim['FITSCREA'] = get_distribution("CSSTSim").version currentDateAndTime = datetime.now()
compute_name = platform.node()
h_prim['FITSCREA'] = get_distribution("CSSTSim").version +'_' + currentDateAndTime.strftime("%Y%m%d") + '_' +compute_name
h_prim['EPOCH'] = round((Time(h_prim['EXPSTART'], format='mjd', scale='tcb')).jyear, 1)
return h_prim return h_prim
def generateExtensionHeader(chip, xlen = 9216, ylen = 9232,ra = 60, dec = -40, pa = -23.433, gain = 1.0, readout = 5.0, dark = 0.02, saturation=90000, pixel_scale = 0.074, pixel_size=1e-2, def generateExtensionHeader(chip, xlen = 9216, ylen = 9232,ra = 60, dec = -40, pa = -23.433, gain = 1.0, readout = 5.0, dark = 0.02, saturation=90000, pixel_scale = 0.074, pixel_size=1e-2,
extName='SCI', row_num = None, col_num = None, xcen=None, ycen=None): extName='SCI', row_num = None, col_num = None, xcen=None, ycen=None, timestamp = 1621915200,exptime = 150., readoutTime = 40.):
e_header_fn = os.path.split(os.path.realpath(__file__))[0] + '/extension_header.header' e_header_fn = os.path.split(os.path.realpath(__file__))[0] + '/extension_header.header'
f = open(os.path.split(os.path.realpath(__file__))[0] + '/filter.lst') f = open(os.path.split(os.path.realpath(__file__))[0] + '/filter.lst')
...@@ -460,47 +467,60 @@ def generateExtensionHeader(chip, xlen = 9216, ylen = 9232,ra = 60, dec = -40, p ...@@ -460,47 +467,60 @@ def generateExtensionHeader(chip, xlen = 9216, ylen = 9232,ra = 60, dec = -40, p
# h_ext['CCDCHIP'] = CCDID[k - 1].rjust(2, '0') # h_ext['CCDCHIP'] = CCDID[k - 1].rjust(2, '0')
# h_ext['CCDLABEL'] = filters[k-1] + '-' + filterID[k-1] # h_ext['CCDLABEL'] = filters[k-1] + '-' + filterID[k-1]
# h_ext['FILTER'] = filters[k-1] # h_ext['FILTER'] = filters[k-1]
h_ext['CCDCHIP'] = chip.chip_name h_ext['CHIPID'] = str(chip.chipID).rjust(2, '0')
h_ext['CCDLABEL'] = chip.filter_type + '-' + str(chip.chipID).rjust(2, '0') h_ext['CHIPLAB'] = chip.chip_name
h_ext['FILTER'] = chip.filter_type h_ext['FILTER'] = chip.filter_type
h_ext['NAXIS1'] = xlen h_ext['NAXIS1'] = xlen
h_ext['NAXIS2'] = ylen h_ext['NAXIS2'] = ylen
h_ext['EXTNAME'] = extName h_ext['EXTNAME'] = extName
h_ext['GAIN1'] = gain h_ext['GAIN01'] = chip.gain_channel[0]
h_ext['GAIN2'] = gain h_ext['GAIN02'] = chip.gain_channel[1]
h_ext['GAIN3'] = gain h_ext['GAIN03'] = chip.gain_channel[2]
h_ext['GAIN4'] = gain h_ext['GAIN04'] = chip.gain_channel[3]
h_ext['GAIN5'] = gain h_ext['GAIN05'] = chip.gain_channel[4]
h_ext['GAIN6'] = gain h_ext['GAIN06'] = chip.gain_channel[5]
h_ext['GAIN7'] = gain h_ext['GAIN07'] = chip.gain_channel[6]
h_ext['GAIN8'] = gain h_ext['GAIN08'] = chip.gain_channel[7]
h_ext['GAIN9'] = gain h_ext['GAIN09'] = chip.gain_channel[8]
h_ext['GAIN10'] = gain h_ext['GAIN10'] = chip.gain_channel[9]
h_ext['GAIN11'] = gain h_ext['GAIN11'] = chip.gain_channel[10]
h_ext['GAIN12'] = gain h_ext['GAIN12'] = chip.gain_channel[11]
h_ext['GAIN13'] = gain h_ext['GAIN13'] = chip.gain_channel[12]
h_ext['GAIN14'] = gain h_ext['GAIN14'] = chip.gain_channel[13]
h_ext['GAIN15'] = gain h_ext['GAIN15'] = chip.gain_channel[14]
h_ext['GAIN16'] = gain h_ext['GAIN16'] = chip.gain_channel[15]
h_ext['RDNOIS1'] = readout h_ext['RON01'] = readout
h_ext['RDNOIS2'] = readout h_ext['RON02'] = readout
h_ext['RDNOIS3'] = readout h_ext['RON03'] = readout
h_ext['RDNOIS4'] = readout h_ext['RON04'] = readout
h_ext['RDNOIS5'] = readout h_ext['RON05'] = readout
h_ext['RDNOIS6'] = readout h_ext['RON06'] = readout
h_ext['RDNOIS7'] = readout h_ext['RON07'] = readout
h_ext['RDNOIS8'] = readout h_ext['RON08'] = readout
h_ext['RDNOIS9'] = readout h_ext['RON09'] = readout
h_ext['RDNOIS10'] = readout h_ext['RON10'] = readout
h_ext['RDNOIS11'] = readout h_ext['RON11'] = readout
h_ext['RDNOIS12'] = readout h_ext['RON12'] = readout
h_ext['RDNOIS13'] = readout h_ext['RON13'] = readout
h_ext['RDNOIS14'] = readout h_ext['RON14'] = readout
h_ext['RDNOIS15'] = readout h_ext['RON15'] = readout
h_ext['RDNOIS16'] = readout h_ext['RON16'] = readout
h_ext['PIXSCAL1'] = pixel_scale h_ext['PIXSCAL1'] = pixel_scale
h_ext['PIXSCAL2'] = pixel_scale h_ext['PIXSCAL2'] = pixel_scale
h_ext['EXPTIME'] = exptime
h_ext['DARKTIME'] = exptime + 2
datetime_obs = datetime.utcfromtimestamp(timestamp)
tstart = Time(datetime_obs)
tstart_read = Time(tstart.mjd + exptime / 86400., format="mjd")
tend_read = Time(tstart.mjd + (exptime + readoutTime) / 86400., format="mjd")
t_s1 = str(tstart_read.datetime).split()
h_ext['READT0'] = t_s1[0]+'T'+t_s1[1]
t_s2 = str(tend_read.datetime).split()
h_ext['READT1'] = t_s2[0] + 'T' + t_s2[1]
# h_ext['POS_ANG'] = pa # h_ext['POS_ANG'] = pa
header_wcs = WCS_def(xlen=xlen, ylen=ylen, gapy=898.0, gapx1=534, gapx2=1309, ra_ref=ra, dec_ref=dec, pa=pa, pixel_scale=pixel_scale, pixel_size=pixel_size, header_wcs = WCS_def(xlen=xlen, ylen=ylen, gapy=898.0, gapx1=534, gapx2=1309, ra_ref=ra, dec_ref=dec, pa=pa, pixel_scale=pixel_scale, pixel_size=pixel_size,
...@@ -514,8 +534,8 @@ def generateExtensionHeader(chip, xlen = 9216, ylen = 9232,ra = 60, dec = -40, p ...@@ -514,8 +534,8 @@ def generateExtensionHeader(chip, xlen = 9216, ylen = 9232,ra = 60, dec = -40, p
h_ext['CD1_2'] = header_wcs['CD1_2'] h_ext['CD1_2'] = header_wcs['CD1_2']
h_ext['CD2_1'] = header_wcs['CD2_1'] h_ext['CD2_1'] = header_wcs['CD2_1']
h_ext['CD2_2'] = header_wcs['CD2_2'] h_ext['CD2_2'] = header_wcs['CD2_2']
h_ext['EQUINOX'] = header_wcs['EQUINOX'] # h_ext['EQUINOX'] = header_wcs['EQUINOX']
h_ext['WCSDIM'] = header_wcs['WCSDIM'] # h_ext['WCSDIM'] = header_wcs['WCSDIM']
h_ext['CTYPE1'] = header_wcs['CTYPE1'] h_ext['CTYPE1'] = header_wcs['CTYPE1']
h_ext['CTYPE2'] = header_wcs['CTYPE2'] h_ext['CTYPE2'] = header_wcs['CTYPE2']
......
SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T NEXTEND = 1 GROUPS = F DATE = '2021-03-04T09:30:00'/ date this file was written FILENAME= 'MSC_MS_210304093000_100000000_06_raw' / file name FILETYPE= 'SCI ' / observation type TELESCOP= 'CSST ' / telescope used to acquire data INSTRUME= 'MSC ' / instrument used to acquire data RADECSYS= 'ICRS ' / frame of reference of coordinates EQUINOX = 2000.0 / FITSCREA= 'C6' / FITS create software version COMMENT ================================================================== COMMENT Object information COMMENT ================================================================== OBJECT = '00000000' / object name TARGET = '+000000000000' / target name (hhmmss+ddmmss) OBSID = '00000000' / observation ID OBJ_RA = 62.228226 / R.A. of the object (degrees) OBJ_DEC = -42.316932 / declination of the object (degrees) COMMENT ================================================================== COMMENT Telescope information COMMENT ================================================================== REFFRAME= 'CSSTGSC-1.0' / guide star catalog version DATE-OBS= '2021-03-04T09:30:00'/ date of the observation (yyyy-mm-dd hh:mm:ss) SATESWV = '0001' / software version in the satellite EXPSTART= 59130.5 / exposure start time (MJD) CABSTART= 59130.5 / (MJD) SUNANGL0= 50.0 / angle between sun and optical axis at CABSTART MOONANG0= 30.0 / angle moon and opt axis at CABSTART at CABST TEL_ALT0= 20.0 / angle opt axis and the ground-piston at CABST POS_ANG0= 20.0 / angle bwt y axis and the North Pole at CABST POSI0_X = 0.0 / the orbital position in X at CABSTART POSI0_Y = 0.0 / the orbital position in Y at CABSTART POSI0_Z = 0.0 / the orbital position in Z at CABSTART VELO0_X = 0.0 / the orbital velocity in X at CABSTART VELO0_Y = 0.0 / the orbital velocity in Y at CABSTART VELO0_Z = 0.0 / the orbital velocity in Z at CABSTART EULER0_1= 0.0 / Euler angle 1 at CABSTART EULER0_2= 0.0 / Euler angle 2 at CABSTART EULER0_3= 0.0 / Euler angle 3 at CABSTART RA_PNT0 = 0.0 / RA of the pointing (degrees) at CABSTART DEC_PNT0= 0.0 / DEC of the pointing (degrees) at CABSTART EXPEND = 0.0 / exposure end time (MJD) CABEND = 0.0 / (MJD) SUNANGL1= 50.0 / angle between sun and optical axis at CABEND MOONANG1= 30.0 / angle btw moon and optical axis at CABEND TEL_ALT1= 20.0 / angle opt axis and the ground-piston at CAEND POS_ANG1= 20.0 / angle bwt y axis and the North Pole at CABEND POSI1_X = 0.0 / the orbital position in X at CABEND POSI1_Y = 0.0 / the orbital position in Y at CABEND POSI1_Z = 0.0 / the orbital position in Z at CABEND VELO1_X = 0.0 / The orbital velocity in X at CABEND VELO1_Y = 0.0 / The orbital velocity in Y at CABEND VELO1_Z = 0.0 / The orbital velocity in Z at CABEND EULER1_1= 0.0 / Euler angle 1 at CABEND EULER1_2= 0.0 / Euler angle 2 at CABEND EULER1_3= 0.0 / Euler angle 3 at CABEND RA_PNT1 = 0.0 / RA of the pointing (degrees) at CABEND DEC_PNT1= 0.0 / DEC of the pointing (degrees) at CABEND EXPTIME = 150.0 / exposure duration EPOCH = 2000 / coordinate epoch COMMENT Other information COMMENT ================================================================== CHECKSUM= 'abcdefg ' / SHA256 checksum of global headers END SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T NEXTEND = 1 / number of array dimensions GROUPS = F / ' ' DATE = '2021-03-04T09:30:00'/ the date on which this file was written FILENAME= 'MSC_MS_210304093000_100000000_06_raw' / file name FILETYPE= 'SCIE ' / observation type TELESCOP= 'CSST ' / telescope used to acquire data INSTRUME= 'MSC ' / instrument used to acquire data RADECSYS= 'ICRS ' / reference coordinates system EQUINOX = 2000.0 / FITSCREA= 'C6' / FITS create software version COMMENT ================================================================== COMMENT Object information COMMENT ================================================================== OBJECT = '00000000' / object name TARGET = '+000000000000' / target name (hhmmss+ddmmss) OBSID = '00000000' / observation ID OBJ_RA = 62.228226 / R.A. of the object (degrees) OBJ_DEC = -42.316932 / declination of the object (degrees) COMMENT ================================================================== COMMENT Telescope information COMMENT ================================================================== REFFRAME= 'CSSTGSC-1.0' / guide star catalog version DATE-OBS= '2021-03-04T09:30:00'/ date of the observation (yyyy-mm-dd hh:mm:ss) SATESWV = '0001' / software version in the satellite EXPSTART= 59130.5 / exposure start time (MJD) CABSTART= 59130.5 / (MJD) SUNANGL0= 50.0 / angle between sun and opt axis at CABSTART MOONANG0= 30.0 / angle between moon and opt axis at CABSTART TEL_ALT0= 20.0 / angle between opt axis and Elimb at CABSTART POS_ANG0= 20.0 / angle between y axis and NP at CABSTART POSI0_X = 0.0 / the orbital position in X at CABSTART POSI0_Y = 0.0 / the orbital position in Y at CABSTART POSI0_Z = 0.0 / the orbital position in Z at CABSTART VELO0_X = 0.0 / the orbital velocity in X at CABSTART VELO0_Y = 0.0 / the orbital velocity in Y at CABSTART VELO0_Z = 0.0 / the orbital velocity in Z at CABSTART EULER0_1= 0.0 / euler angle 1 at CABSTART EULER0_2= 0.0 / euler angle 2 at CABSTART EULER0_3= 0.0 / euler angle 3 at CABSTART RA_PNT0 = 0.0 / RA of the pointing (degrees) at CABSTART DEC_PNT0= 0.0 / DEC of the pointing (degrees) at CABSTART EXPEND = 0.0 / exposure end time (MJD) CABEND = 0.0 / (MJD) SUNANGL1= 50.0 / angle between sun and opt axis at CABEND MOONANG1= 30.0 / angle between moon and opt axis at CABEND TEL_ALT1= 20.0 / angle between opt axis and Elimb at CABEND POS_ANG1= 20.0 / angle between y axis and NP at CABEND POSI1_X = 0.0 / the orbital position in X at CABEND POSI1_Y = 0.0 / the orbital position in Y at CABEND POSI1_Z = 0.0 / the orbital position in Z at CABEND VELO1_X = 0.0 / the orbital velocity in X at CABEND VELO1_Y = 0.0 / the orbital velocity in Y at CABEND VELO1_Z = 0.0 / the orbital velocity in Z at CABEND EULER1_1= 0.0 / euler angle 1 at CABEND EULER1_2= 0.0 / euler angle 2 at CABEND EULER1_3= 0.0 / euler angle 3 at CABEND RA_PNT1 = 0.0 / RA of the pointing (degrees) at CABEND DEC_PNT1= 0.0 / DEC of the pointing (degrees) at CABEND EXPTIME = 150.0 / exposure duration EPOCH = 2000.0 / coordinate epoch COMMENT Other information COMMENT ================================================================== CHECKSUM= 'abcdefg ' / HDU checksum updated yyyy-mm-ddTHH:MM:SS DATASUM = 'abcdefg ' / data unit checksum updated yyyy-mm-ddTHH:MM:SS END
...@@ -3,16 +3,18 @@ import galsim ...@@ -3,16 +3,18 @@ import galsim
from astropy.time import Time from astropy.time import Time
class Pointing(object): class Pointing(object):
def __init__(self, id=0, ra=0., dec=0., img_pa=0., timestamp=1621915200, sat_x=0., sat_y=0., sat_z=0., sat_vx=0., sat_vy=0., sat_vz=0., exp_time=150., pointing_type='MS'): def __init__(self, id=0, ra=0., dec=0., img_pa=0., timestamp=1621915200, sat_x=0., sat_y=0., sat_z=0., sun_x=0., sun_y=0., sun_z=0., sat_vx=0., sat_vy=0., sat_vz=0., exp_time=150., pointing_type='MS'):
self.id = id self.id = id
self.ra = ra self.ra = ra
self.dec = dec self.dec = dec
self.img_pa = img_pa * galsim.degrees self.img_pa = img_pa * galsim.degrees
self.timestamp = timestamp self.timestamp = timestamp
self.sat_x, self.sat_y, self.sat_z = sat_x, sat_y, sat_z self.sat_x, self.sat_y, self.sat_z = sat_x, sat_y, sat_z
self.sun_x, self.sun_y, self.sun_z = sun_x, sun_y, sun_z
self.sat_vx, self.sat_vy, self.sat_vz = sat_vx, sat_vy, sat_vz self.sat_vx, self.sat_vy, self.sat_vz = sat_vx, sat_vy, sat_vz
self.exp_time = exp_time self.exp_time = exp_time
self.pointing_type = pointing_type self.pointing_type = pointing_type
self.jdt = 0.
def read_pointing_columns(self, columns, id=0, t=1621915200, pointing_type='MS'): def read_pointing_columns(self, columns, id=0, t=1621915200, pointing_type='MS'):
self.id = id self.id = id
...@@ -24,10 +26,14 @@ class Pointing(object): ...@@ -24,10 +26,14 @@ class Pointing(object):
if col_len > 5: if col_len > 5:
jdt = np.double(columns[5]) jdt = np.double(columns[5])
t_temp = Time(jdt, format='jd') t_temp = Time(jdt, format='jd')
self.jdt = jdt
self.timestamp = t_temp.unix self.timestamp = t_temp.unix
self.sat_x = float(columns[6]) self.sat_x = float(columns[6])
self.sat_y = float(columns[7]) self.sat_y = float(columns[7])
self.sat_z = float(columns[8]) self.sat_z = float(columns[8])
self.sun_x = float(columns[9])
self.sun_y = float(columns[10])
self.sun_z = float(columns[1])
self.sat_vx = float(columns[15]) self.sat_vx = float(columns[15])
self.sat_vy = float(columns[16]) self.sat_vy = float(columns[16])
self.sat_vz = float(columns[17]) self.sat_vz = float(columns[17])
......
...@@ -27,7 +27,9 @@ class Chip(FocalPlane): ...@@ -27,7 +27,9 @@ class Chip(FocalPlane):
# self.npix_x = 9216 # self.npix_x = 9216
# self.npix_y = 9232 # self.npix_y = 9232
# self.pix_scale = 0.074 # pixel scale # self.pix_scale = 0.074 # pixel scale
self.nsecy = 2
self.nsecx = 8
self.gain_channel = np.ones(self.nsecy* self.nsecx)
self._set_attributes_from_config(config) self._set_attributes_from_config(config)
self.logger = logger self.logger = logger
...@@ -304,7 +306,10 @@ class Chip(FocalPlane): ...@@ -304,7 +306,10 @@ class Chip(FocalPlane):
if self.chipID == 30: confFile = ['CSST_GI8.conf', 'CSST_GI7.conf'] if self.chipID == 30: confFile = ['CSST_GI8.conf', 'CSST_GI7.conf']
return confFile return confFile
def generateHeader(self, ra_cen, dec_cen, img_rot, im_type, pointing_ID, date_obs, time_obs, exptime=150.): def generateHeader(self, ra_cen, dec_cen, img_rot, im_type, pointing_ID, exptime=150., timestamp = 1621915200):
datetime_obs = datetime.utcfromtimestamp(timestamp)
date_obs = datetime_obs.strftime("%y%m%d")
time_obs = datetime_obs.strftime("%H%M%S")
h_prim = generatePrimaryHeader( h_prim = generatePrimaryHeader(
xlen=self.npix_x, xlen=self.npix_x,
ylen=self.npix_y, ylen=self.npix_y,
...@@ -333,23 +338,30 @@ class Chip(FocalPlane): ...@@ -333,23 +338,30 @@ class Chip(FocalPlane):
pixel_size=self.pix_size, pixel_size=self.pix_size,
xcen=self.x_cen, xcen=self.x_cen,
ycen=self.y_cen, ycen=self.y_cen,
extName='raw') extName='SCI',
timestamp = timestamp,
exptime = exptime,
readoutTime = 40.)
return h_prim, h_ext return h_prim, h_ext
def outputCal(self, img, ra_cen, dec_cen, img_rot, im_type, pointing_ID, date_obs, time_obs, output_dir, exptime=150.): def outputCal(self, img, ra_cen, dec_cen, img_rot, im_type, pointing_ID, output_dir, exptime=150., timestamp = 1621915200):
h_prim, h_ext = self.generateHeader( h_prim, h_ext = self.generateHeader(
ra_cen=ra_cen, ra_cen=ra_cen,
dec_cen=dec_cen, dec_cen=dec_cen,
img_rot=img_rot, img_rot=img_rot,
im_type=im_type, im_type=im_type,
pointing_ID=pointing_ID, pointing_ID=pointing_ID,
date_obs=date_obs, exptime=exptime,
time_obs=time_obs, timestamp = timestamp)
exptime=exptime)
hdu1 = fits.PrimaryHDU(header=h_prim) hdu1 = fits.PrimaryHDU(header=h_prim)
hdu1.add_checksum() hdu1.add_checksum()
hdu1.header.comments['CHECKSUM'] = 'HDU checksum'
hdu1.header.comments['DATASUM'] = 'data unit checksum'
hdu2 = fits.ImageHDU(img.array, header=h_ext) hdu2 = fits.ImageHDU(img.array, header=h_ext)
hdu2.add_checksum() hdu2.add_checksum()
hdu2.header.comments['XTENSION'] = 'extension type'
hdu2.header.comments['CHECKSUM'] = 'HDU checksum'
hdu2.header.comments['DATASUM'] = 'data unit checksum'
hdu1 = fits.HDUList([hdu1, hdu2]) hdu1 = fits.HDUList([hdu1, hdu2])
fname = os.path.join(output_dir, h_prim['FILENAME']+'.fits') fname = os.path.join(output_dir, h_prim['FILENAME']+'.fits')
hdu1.writeto(fname, output_verify='ignore', overwrite=True) hdu1.writeto(fname, output_verify='ignore', overwrite=True)
...@@ -456,9 +468,9 @@ class Chip(FocalPlane): ...@@ -456,9 +468,9 @@ class Chip(FocalPlane):
del cr_map del cr_map
# crmap_gsimg.write("%s/CosmicRay_%s_1.fits" % (chip_output.subdir, self.chipID)) # crmap_gsimg.write("%s/CosmicRay_%s_1.fits" % (chip_output.subdir, self.chipID))
# crmap_gsimg.write("%s/CosmicRay_%s.fits" % (chip_output.subdir, self.chipID)) # crmap_gsimg.write("%s/CosmicRay_%s.fits" % (chip_output.subdir, self.chipID))
datetime_obs = datetime.utcfromtimestamp(timestamp_obs) # datetime_obs = datetime.utcfromtimestamp(timestamp_obs)
date_obs = datetime_obs.strftime("%y%m%d") # date_obs = datetime_obs.strftime("%y%m%d")
time_obs = datetime_obs.strftime("%H%M%S") # time_obs = datetime_obs.strftime("%H%M%S")
self.outputCal( self.outputCal(
img=crmap_gsimg, img=crmap_gsimg,
ra_cen=ra_cen, ra_cen=ra_cen,
...@@ -466,10 +478,9 @@ class Chip(FocalPlane): ...@@ -466,10 +478,9 @@ class Chip(FocalPlane):
img_rot=img_rot, img_rot=img_rot,
im_type='CRS', im_type='CRS',
pointing_ID=pointing_ID, pointing_ID=pointing_ID,
date_obs=date_obs,
time_obs=time_obs,
output_dir=chip_output.subdir, output_dir=chip_output.subdir,
exptime=exptime) exptime=exptime,
timestamp=timestamp_obs)
del crmap_gsimg del crmap_gsimg
# Apply PRNU effect and output PRNU flat file: # Apply PRNU effect and output PRNU flat file:
...@@ -555,7 +566,7 @@ class Chip(FocalPlane): ...@@ -555,7 +566,7 @@ class Chip(FocalPlane):
else: else:
print(" Applying Gain (and 16 channel non-uniformity) & Quantization", flush=True) print(" Applying Gain (and 16 channel non-uniformity) & Quantization", flush=True)
if config["ins_effects"]["gain_16channel"] == True: if config["ins_effects"]["gain_16channel"] == True:
img = effects.ApplyGainNonUniform16( img, self.gain_channel = effects.ApplyGainNonUniform16(
img, gain=self.gain, img, gain=self.gain,
nsecy = 2, nsecx=8, nsecy = 2, nsecx=8,
seed=SeedGainNonuni+self.chipID, seed=SeedGainNonuni+self.chipID,
...@@ -610,7 +621,7 @@ class Chip(FocalPlane): ...@@ -610,7 +621,7 @@ class Chip(FocalPlane):
if config["ins_effects"]["add_badcolumns"] == True: if config["ins_effects"]["add_badcolumns"] == True:
BiasCombImg = effects.BadColumns(BiasCombImg-float(self.bias_level)+5, seed=SeedBadColumns, chipid=self.chipID, logger=self.logger) + float(self.bias_level)-5 BiasCombImg = effects.BadColumns(BiasCombImg-float(self.bias_level)+5, seed=SeedBadColumns, chipid=self.chipID, logger=self.logger) + float(self.bias_level)-5
BiasCombImg = effects.ApplyGainNonUniform16(BiasCombImg, gain=self.gain, BiasCombImg, self.gain_channel = effects.ApplyGainNonUniform16(BiasCombImg, gain=self.gain,
nsecy = 2, nsecx=8, nsecy = 2, nsecx=8,
seed=SeedGainNonuni+self.chipID, seed=SeedGainNonuni+self.chipID,
logger=self.logger) logger=self.logger)
...@@ -622,9 +633,9 @@ class Chip(FocalPlane): ...@@ -622,9 +633,9 @@ class Chip(FocalPlane):
BiasCombImg.quantize() BiasCombImg.quantize()
BiasCombImg = galsim.ImageUS(BiasCombImg) BiasCombImg = galsim.ImageUS(BiasCombImg)
# BiasCombImg.write("%s/BiasImg_%s_%s_%s.fits" % (chip_output.subdir, BiasTag, self.chipID, i+1)) # BiasCombImg.write("%s/BiasImg_%s_%s_%s.fits" % (chip_output.subdir, BiasTag, self.chipID, i+1))
datetime_obs = datetime.utcfromtimestamp(timestamp_obs) # datetime_obs = datetime.utcfromtimestamp(timestamp_obs)
date_obs = datetime_obs.strftime("%y%m%d") # date_obs = datetime_obs.strftime("%y%m%d")
time_obs = datetime_obs.strftime("%H%M%S") # time_obs = datetime_obs.strftime("%H%M%S")
timestamp_obs += 10 * 60 timestamp_obs += 10 * 60
self.outputCal( self.outputCal(
img=BiasCombImg, img=BiasCombImg,
...@@ -633,10 +644,9 @@ class Chip(FocalPlane): ...@@ -633,10 +644,9 @@ class Chip(FocalPlane):
img_rot=img_rot, img_rot=img_rot,
im_type='BIAS', im_type='BIAS',
pointing_ID=pointing_ID, pointing_ID=pointing_ID,
date_obs=date_obs,
time_obs=time_obs,
output_dir=chip_output.subdir, output_dir=chip_output.subdir,
exptime=0.0) exptime=0.0,
timestamp=timestamp_obs)
del BiasCombImg del BiasCombImg
# Export combined (ncombine, Vignetting + PRNU) & single vignetting flat-field file # Export combined (ncombine, Vignetting + PRNU) & single vignetting flat-field file
...@@ -717,7 +727,7 @@ class Chip(FocalPlane): ...@@ -717,7 +727,7 @@ class Chip(FocalPlane):
readout_noise = galsim.GaussianNoise(rng=rng_readout, sigma=self.read_noise) readout_noise = galsim.GaussianNoise(rng=rng_readout, sigma=self.read_noise)
FlatCombImg.addNoise(readout_noise) FlatCombImg.addNoise(readout_noise)
FlatCombImg = effects.ApplyGainNonUniform16(FlatCombImg, gain=self.gain, FlatCombImg, self.gain_channel = effects.ApplyGainNonUniform16(FlatCombImg, gain=self.gain,
nsecy = 2, nsecx=8, nsecy = 2, nsecx=8,
seed=SeedGainNonuni+self.chipID, seed=SeedGainNonuni+self.chipID,
logger=self.logger) logger=self.logger)
...@@ -726,9 +736,9 @@ class Chip(FocalPlane): ...@@ -726,9 +736,9 @@ class Chip(FocalPlane):
FlatCombImg.quantize() FlatCombImg.quantize()
FlatCombImg = galsim.ImageUS(FlatCombImg) FlatCombImg = galsim.ImageUS(FlatCombImg)
# FlatCombImg.write("%s/FlatImg_%s_%s_%s.fits" % (chip_output.subdir, FlatTag, self.chipID, i+1)) # FlatCombImg.write("%s/FlatImg_%s_%s_%s.fits" % (chip_output.subdir, FlatTag, self.chipID, i+1))
datetime_obs = datetime.utcfromtimestamp(timestamp_obs) # datetime_obs = datetime.utcfromtimestamp(timestamp_obs)
date_obs = datetime_obs.strftime("%y%m%d") # date_obs = datetime_obs.strftime("%y%m%d")
time_obs = datetime_obs.strftime("%H%M%S") # time_obs = datetime_obs.strftime("%H%M%S")
timestamp_obs += 10 * 60 timestamp_obs += 10 * 60
self.outputCal( self.outputCal(
img=FlatCombImg, img=FlatCombImg,
...@@ -737,10 +747,9 @@ class Chip(FocalPlane): ...@@ -737,10 +747,9 @@ class Chip(FocalPlane):
img_rot=img_rot, img_rot=img_rot,
im_type='FLAT', im_type='FLAT',
pointing_ID=pointing_ID, pointing_ID=pointing_ID,
date_obs=date_obs,
time_obs=time_obs,
output_dir=chip_output.subdir, output_dir=chip_output.subdir,
exptime=self.flat_exptime) exptime=self.flat_exptime,
timestamp=timestamp_obs)
del FlatCombImg, FlatSingle, prnu_img del FlatCombImg, FlatSingle, prnu_img
# flat_img.replaceNegative(replace_value=0) # flat_img.replaceNegative(replace_value=0)
...@@ -783,9 +792,9 @@ class Chip(FocalPlane): ...@@ -783,9 +792,9 @@ class Chip(FocalPlane):
cr_map[cr_map < 0] = 0 cr_map[cr_map < 0] = 0
crmap_gsimg = galsim.Image(cr_map, dtype=np.uint16) crmap_gsimg = galsim.Image(cr_map, dtype=np.uint16)
del cr_map del cr_map
datetime_obs = datetime.utcfromtimestamp(timestamp_obs) # datetime_obs = datetime.utcfromtimestamp(timestamp_obs)
date_obs = datetime_obs.strftime("%y%m%d") # date_obs = datetime_obs.strftime("%y%m%d")
time_obs = datetime_obs.strftime("%H%M%S") # time_obs = datetime_obs.strftime("%H%M%S")
self.outputCal( self.outputCal(
img=crmap_gsimg, img=crmap_gsimg,
ra_cen=ra_cen, ra_cen=ra_cen,
...@@ -793,10 +802,9 @@ class Chip(FocalPlane): ...@@ -793,10 +802,9 @@ class Chip(FocalPlane):
img_rot=img_rot, img_rot=img_rot,
im_type='CRD', im_type='CRD',
pointing_ID=pointing_ID, pointing_ID=pointing_ID,
date_obs=date_obs,
time_obs=time_obs,
output_dir=chip_output.subdir, output_dir=chip_output.subdir,
exptime=self.dark_exptime) exptime=self.dark_exptime,
timestamp=timestamp_obs)
del crmap_gsimg del crmap_gsimg
# Non-Linearity for Dark # Non-Linearity for Dark
...@@ -839,7 +847,7 @@ class Chip(FocalPlane): ...@@ -839,7 +847,7 @@ class Chip(FocalPlane):
readout_noise = galsim.GaussianNoise(rng=rng_readout, sigma=self.read_noise) readout_noise = galsim.GaussianNoise(rng=rng_readout, sigma=self.read_noise)
DarkCombImg.addNoise(readout_noise) DarkCombImg.addNoise(readout_noise)
DarkCombImg = effects.ApplyGainNonUniform16( DarkCombImg, self.gain_channel = effects.ApplyGainNonUniform16(
DarkCombImg, gain=self.gain, DarkCombImg, gain=self.gain,
nsecy = 2, nsecx=8, nsecy = 2, nsecx=8,
seed=SeedGainNonuni+self.chipID, seed=SeedGainNonuni+self.chipID,
...@@ -852,9 +860,9 @@ class Chip(FocalPlane): ...@@ -852,9 +860,9 @@ class Chip(FocalPlane):
DarkCombImg.quantize() DarkCombImg.quantize()
DarkCombImg = galsim.ImageUS(DarkCombImg) DarkCombImg = galsim.ImageUS(DarkCombImg)
# DarkCombImg.write("%s/DarkImg_%s_%s_%s.fits" % (chip_output.subdir, DarkTag, self.chipID, i+1)) # DarkCombImg.write("%s/DarkImg_%s_%s_%s.fits" % (chip_output.subdir, DarkTag, self.chipID, i+1))
datetime_obs = datetime.utcfromtimestamp(timestamp_obs) # datetime_obs = datetime.utcfromtimestamp(timestamp_obs)
date_obs = datetime_obs.strftime("%y%m%d") # date_obs = datetime_obs.strftime("%y%m%d")
time_obs = datetime_obs.strftime("%H%M%S") # time_obs = datetime_obs.strftime("%H%M%S")
timestamp_obs += 10 * 60 timestamp_obs += 10 * 60
self.outputCal( self.outputCal(
img=DarkCombImg, img=DarkCombImg,
...@@ -863,10 +871,9 @@ class Chip(FocalPlane): ...@@ -863,10 +871,9 @@ class Chip(FocalPlane):
img_rot=img_rot, img_rot=img_rot,
im_type='DARK', im_type='DARK',
pointing_ID=pointing_ID, pointing_ID=pointing_ID,
date_obs=date_obs,
time_obs=time_obs,
output_dir=chip_output.subdir, output_dir=chip_output.subdir,
exptime=self.dark_exptime) exptime=self.dark_exptime,
timestamp = timestamp_obs)
del DarkCombImg del DarkCombImg
# img = galsim.ImageUS(img) # img = galsim.ImageUS(img)
......
...@@ -152,6 +152,7 @@ def ApplyGainNonUniform16(GSImage, gain=1, nsecy = 2, nsecx=8, seed=202102, logg ...@@ -152,6 +152,7 @@ def ApplyGainNonUniform16(GSImage, gain=1, nsecy = 2, nsecx=8, seed=202102, logg
rg = Generator(PCG64(int(seed))) rg = Generator(PCG64(int(seed)))
Random16 = (rg.random(nsecy*nsecx)-0.5)*0.04+1 # sigma~1% Random16 = (rg.random(nsecy*nsecx)-0.5)*0.04+1 # sigma~1%
Gain16 = Random16.reshape((nsecy,nsecx))/gain Gain16 = Random16.reshape((nsecy,nsecx))/gain
gain_array = np.ones(nsecy*nsecx)*gain
if logger is not None: if logger is not None:
msg = str("Gain of 16 channels: " + str(Gain16)) msg = str("Gain of 16 channels: " + str(Gain16))
logger.info(msg) logger.info(msg)
...@@ -163,7 +164,8 @@ def ApplyGainNonUniform16(GSImage, gain=1, nsecy = 2, nsecx=8, seed=202102, logg ...@@ -163,7 +164,8 @@ def ApplyGainNonUniform16(GSImage, gain=1, nsecy = 2, nsecx=8, seed=202102, logg
for rowi in range(nsecy): for rowi in range(nsecy):
for coli in range(nsecx): for coli in range(nsecx):
GSImage.array[rowi*secsize_y:(rowi+1)*secsize_y,coli*secsize_x:(coli+1)*secsize_x] *= Gain16[rowi,coli] GSImage.array[rowi*secsize_y:(rowi+1)*secsize_y,coli*secsize_x:(coli+1)*secsize_x] *= Gain16[rowi,coli]
return GSImage gain_array[rowi*nsecx+coli] = 1/Gain16[rowi,coli]
return GSImage, gain_array
def GainsNonUniform16(GSImage, gain=1, nsecy = 2, nsecx=8, seed=202102, logger=None): def GainsNonUniform16(GSImage, gain=1, nsecy = 2, nsecx=8, seed=202102, logger=None):
......
...@@ -5,6 +5,7 @@ import numpy as np ...@@ -5,6 +5,7 @@ import numpy as np
from ObservationSim.Instrument._util import photonEnergy, calculateLimitMag from ObservationSim.Instrument._util import photonEnergy, calculateLimitMag
from ObservationSim.Instrument.FilterParam import FilterParam from ObservationSim.Instrument.FilterParam import FilterParam
from ObservationSim.Straylight import Straylight
try: try:
import importlib.resources as pkg_resources import importlib.resources as pkg_resources
...@@ -108,6 +109,17 @@ class Filter(object): ...@@ -108,6 +109,17 @@ class Filter(object):
def getSkyNoise(self, exptime, gain=1.): def getSkyNoise(self, exptime, gain=1.):
return self.sky_background * exptime / gain return self.sky_background * exptime / gain
def setFilterStrayLightPixel(self,jtime = 2460843., sat_pos = np.array([0,0,0]), pointing_radec = np.array([0,0]), sun_pos = np.array([0,0,0])):
sl = Straylight(jtime=jtime, sat_pos=sat_pos, pointing_radec=pointing_radec,sun_pos=sun_pos)
if self.filter_type in ["GU","GV","GI"]:
s_pix, spec = sl.calculateStrayLightGrating(grating = self.filter_type.upper())
self.sky_background = s_pix
self.zodical_spec = spec
else:
s_pix = sl.calculateStrayLightFilter(filter=self.filter_type.lower())
self.sky_background = s_pix
self.zodical_spec = None
def update_limit_saturation_mags(self, exptime=150., psf_fwhm=0.1969, skyFn='sky_emiss_hubble_50_50_A.dat', chip=None): def update_limit_saturation_mags(self, exptime=150., psf_fwhm=0.1969, skyFn='sky_emiss_hubble_50_50_A.dat', chip=None):
if self.filter_type in ["GI", "GV", "GU"]: if self.filter_type in ["GI", "GV", "GU"]:
return return
......
...@@ -7,6 +7,7 @@ from astropy.table import Table ...@@ -7,6 +7,7 @@ from astropy.table import Table
from scipy import interpolate from scipy import interpolate
import galsim import galsim
import astropy.constants as cons
import os import os
...@@ -22,7 +23,7 @@ except ImportError: ...@@ -22,7 +23,7 @@ except ImportError:
###calculate sky map by sky SED ###calculate sky map by sky SED
def calculateSkyMap_split_g(skyMap=None, blueLimit=4200, redLimit=6500, skyfn='sky_emiss_hubble_50_50_A.dat', conf=[''], pixelSize=0.074, isAlongY=0, def calculateSkyMap_split_g(skyMap=None, blueLimit=4200, redLimit=6500, skyfn='sky_emiss_hubble_50_50_A.dat', conf=[''], pixelSize=0.074, isAlongY=0,
split_pos=3685, flat_cube = None): split_pos=3685, flat_cube = None, zoldial_spec = None):
# skyMap = np.ones([yLen, xLen], dtype='float32') # skyMap = np.ones([yLen, xLen], dtype='float32')
# #
# if isAlongY == 1: # if isAlongY == 1:
...@@ -52,6 +53,16 @@ def calculateSkyMap_split_g(skyMap=None, blueLimit=4200, redLimit=6500, skyfn='s ...@@ -52,6 +53,16 @@ def calculateSkyMap_split_g(skyMap=None, blueLimit=4200, redLimit=6500, skyfn='s
# skySpec = np.loadtxt(skyfn) # skySpec = np.loadtxt(skyfn)
spec = Table(np.array([skySpec[:, 0], skySpec[:, 1]]).T, names=('WAVELENGTH', 'FLUX')) spec = Table(np.array([skySpec[:, 0], skySpec[:, 1]]).T, names=('WAVELENGTH', 'FLUX'))
if zoldial_spec is not None:
deltL = 0.5
lamb = np.arange(2000, 11000, deltL)
speci = interpolate.interp1d(zoldial_spec['WAVELENGTH'], zoldial_spec['FLUX'])
y = speci(lamb)
# erg/s/cm2/A --> photo/s/m2/A
s_flux = y * lamb / (cons.h.value * cons.c.value) * 1e-13
spec = Table(np.array([lamb, s_flux]).T, names=('WAVELENGTH', 'FLUX'))
if isAlongY == 0: if isAlongY == 0:
directParm = 0 directParm = 0
if isAlongY ==1: if isAlongY ==1:
......
...@@ -107,6 +107,12 @@ class Observation(object): ...@@ -107,6 +107,12 @@ class Observation(object):
chip.img = galsim.ImageF(chip.npix_x, chip.npix_y) chip.img = galsim.ImageF(chip.npix_x, chip.npix_y)
chip.img.setOrigin(chip.bound.xmin, chip.bound.ymin) chip.img.setOrigin(chip.bound.xmin, chip.bound.ymin)
chip.img.wcs = wcs_fp chip.img.wcs = wcs_fp
filt.setFilterStrayLightPixel(jtime = pointing.jdt, sat_pos = np.array([pointing.sat_x, pointing.sat_y, pointing.sat_z]), pointing_radec = np.array([pointing.ra,pointing.dec]), sun_pos = np.array([pointing.sun_x,pointing.sun_y,pointing.sun_z]))
print("========================sky pix========================\n")
print(filt.sky_background)
if chip.survey_type == "photometric": if chip.survey_type == "photometric":
sky_map = None sky_map = None
elif chip.survey_type == "spectroscopic": elif chip.survey_type == "spectroscopic":
...@@ -133,7 +139,8 @@ class Observation(object): ...@@ -133,7 +139,8 @@ class Observation(object):
conf=chip.sls_conf, conf=chip.sls_conf,
pixelSize=chip.pix_scale, pixelSize=chip.pix_scale,
isAlongY=0, isAlongY=0,
flat_cube=chip.flat_cube) flat_cube=chip.flat_cube, zoldial_spec = filt.zodical_spec)
sky_map = sky_map+filt.sky_background
del flat_normal del flat_normal
if pointing.pointing_type == 'MS': if pointing.pointing_type == 'MS':
...@@ -176,7 +183,10 @@ class Observation(object): ...@@ -176,7 +183,10 @@ class Observation(object):
pixel_size=chip.pix_size, pixel_size=chip.pix_size,
xcen=chip.x_cen, xcen=chip.x_cen,
ycen=chip.y_cen, ycen=chip.y_cen,
extName='raw') extName='SCI',
timestamp = pointing.timestamp,
exptime = pointing.exp_time,
readoutTime = 40.)
for j in range(self.nobj): for j in range(self.nobj):
...@@ -358,12 +368,36 @@ class Observation(object): ...@@ -358,12 +368,36 @@ class Observation(object):
sat_pos=[pointing.sat_x, pointing.sat_y, pointing.sat_z], sat_pos=[pointing.sat_x, pointing.sat_y, pointing.sat_z],
sat_vel=[pointing.sat_vx, pointing.sat_vy, pointing.sat_vz], sat_vel=[pointing.sat_vx, pointing.sat_vy, pointing.sat_vz],
chip_name=str(chip.chipID).rjust(2, '0')) chip_name=str(chip.chipID).rjust(2, '0'))
h_ext = generateExtensionHeader(
chip=chip,
xlen=chip.npix_x,
ylen=chip.npix_y,
ra=pointing.ra,
dec=pointing.dec,
pa=pointing.img_pa.deg,
gain=chip.gain,
readout=chip.read_noise,
dark=chip.dark_noise,
saturation=90000,
pixel_scale=chip.pix_scale,
pixel_size=chip.pix_size,
xcen=chip.x_cen,
ycen=chip.y_cen,
extName='SCI',
timestamp=pointing.timestamp,
exptime=pointing.exp_time,
readoutTime=40.)
chip.img = galsim.Image(chip.img.array, dtype=np.uint16) chip.img = galsim.Image(chip.img.array, dtype=np.uint16)
hdu1 = fits.PrimaryHDU(header=h_prim) hdu1 = fits.PrimaryHDU(header=h_prim)
hdu1.add_checksum() hdu1.add_checksum()
hdu1.header.comments['CHECKSUM'] = 'HDU checksum'
hdu1.header.comments['DATASUM'] = 'data unit checksum'
hdu2 = fits.ImageHDU(chip.img.array, header=h_ext) hdu2 = fits.ImageHDU(chip.img.array, header=h_ext)
hdu2.add_checksum() hdu2.add_checksum()
hdu2.header.comments['XTENSION'] = 'extension type'
hdu2.header.comments['CHECKSUM'] = 'HDU checksum'
hdu2.header.comments['DATASUM'] = 'data unit checksum'
hdu1 = fits.HDUList([hdu1, hdu2]) hdu1 = fits.HDUList([hdu1, hdu2])
fname = os.path.join(chip_output.subdir, h_prim['FILENAME'] + '.fits') fname = os.path.join(chip_output.subdir, h_prim['FILENAME'] + '.fits')
hdu1.writeto(fname, output_verify='ignore', overwrite=True) hdu1.writeto(fname, output_verify='ignore', overwrite=True)
......
This diff is collapsed.
from .Straylight import Straylight
0 0 5 10 15 20 25 30 45 60 75 90
0 30000 150000 7000 3140 1610 985 640 275 150 100 76
5 20000 12000 6000 2940 1540 945 625 271 150 100 76
10 16000 8000 4740 2470 1370 865 590 264 148 100 76
15 11500 6780 3440 1860 1110 755 525 251 146 100 76
20 6400 4480 2410 1410 910 635 454 237 141 99 76
25 3840 2830 1730 1100 749 545 410 223 136 97 76
30 2480 1870 1220 845 615 467 365 207 131 95 76
35 1650 1270 910 680 510 397 320 193 125 93 76
40 1180 940 700 530 416 338 282 179 120 92 76
45 910 730 555 442 356 292 250 166 116 90 76
60 505 442 352 292 243 209 183 134 104 86 76
75 338 317 269 227 196 172 151 116 93 82 76
90 259 251 225 193 166 147 132 104 86 79 76
105 212 210 197 170 150 133 119 96 82 77 76
120 188 186 177 154 138 125 113 90 77 74 76
135 179 178 166 147 134 122 110 90 77 73 76
150 179 178 165 148 137 127 116 96 79 72 76
165 196 192 179 165 151 141 131 104 82 72 76
180 230 212 195 178 163 148 134 105 83 72 76
\ No newline at end of file
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