init tools/getPSF.py

tools/getPSF.py

+import os
+import numpy as np
+import ObservationSim.PSF.PSFInterp as PSFInterp
+from ObservationSim.Instrument import Chip, Filter, FilterParam
+import yaml
+import galsim
+import astropy.io.fits as fitsio
+
+# Setup PATH
+SIMPATH = "/share/simudata/CSSOSDataProductsSims/data/CSSTSimImage_C8/testRun_FGS"
+config_filename= SIMPATH+"/config_C6_fits.yaml"
+cat_filename   = SIMPATH+"/MSC_00000000/MSC_10106100000000_chip_40_filt_FGS.cat"
+
+# Read cat file
+catFn = open(cat_filename,"r")
+line = catFn.readline()
+print(cat_filename,'\n',line)
+imgPos = []
+chipID = -1
+for line in catFn:
+    line = line.strip()
+    columns = line.split()
+    
+    if chipID == -1:
+        chipID = int(columns[1])
+    else:
+        assert chipID == int(columns[1])
+    ximg = float(columns[3])
+    yimg = float(columns[4])
+    imgPos.append([ximg, yimg])
+imgPos = np.array(imgPos)
+nobj = imgPos.shape[0]
+print('chipID, nobj::', chipID, nobj)
+
+# Read config file
+with open(config_filename, "r") as stream:
+    try:
+        config = yaml.safe_load(stream)
+        for key, value in config.items():
+            print (key + " : " + str(value))
+    except yaml.YAMLError as exc:
+        print(exc)
+
+# Setup Chip
+chip = Chip(chipID=chipID, config=config)
+print('chip.bound::', chip.bound.xmin, chip.bound.xmax, chip.bound.ymin, chip.bound.ymax)
+
+for iobj in range(nobj):
+    print("\nget psf for iobj-", iobj, '\t', 'bandpass:', end=" ", flush=True)
+    # Setup Position on focalplane
+    x, y = imgPos[iobj, :] # try get the PSF at some location (1234, 1234) on the chip
+    x = x+chip.bound.xmin
+    y = y+chip.bound.ymin
+
+    pos_img = galsim.PositionD(x, y)
+    
+    # Setup sub-bandpass
+    # (There are 4 sub-bandpasses for each PSF sample)
+    filter_param = FilterParam()
+    filter_id, filter_type = chip.getChipFilter()
+    filt = Filter(
+        filter_id=filter_id, 
+        filter_type=filter_type, 
+        filter_param=filter_param, 
+        ccd_bandpass=chip.effCurve)
+    bandpass_list = filt.bandpass_sub_list
+    for i in range(len(bandpass_list)):
+        print(i, end=" ", flush=True)
+        bandpass = bandpass_list[i] # say you want to access the PSF for the sub-bandpass at the blue end for that chip
+        
+        # Get corresponding PSF model
+        psf_model = PSFInterp(chip=chip, npsf=100, PSF_data_file=config["psf_setting"]["psf_dir"])
+        psf  = psf_model.get_PSF(chip=chip, pos_img=pos_img, bandpass=bandpass, galsimGSObject=False)
+        
+        if True:
+            fn = "psf_{:}.{:}.{:}.fits".format(chipID, iobj, i)
+            if fn != None:
+                if os.path.exists(fn):
+                    os.remove(fn)
+            hdu = fitsio.PrimaryHDU()
+            hdu.data = psf
+            hdu.header.set('pixScale', 5)
+            hdu.writeto(fn)
+
+
+