update

scripts/03_grxe_syserr.py

@@ -35,23 +35,15 @@ from ridge.config import *
 
 key="BKG"
 enkey = sys.argv[1]
+
 fn="detcnts.{}.{}.resid.fits".format(enkey,key)
-
-
-d = fits.getdata(proddir+fn)
-df=pd.DataFrame(np.array(d).byteswap().newbyteorder())
-print(fn)
-print(df.columns)
-
-
+print("Reading {}".format(proddir+fn))
+dat = Table.read(proddir+fn, unit_parse_strict='silent')
+df = dat.to_pandas()
 
 print("Number of ScWs: {}".format(df.shape[0]))
 
-
 n_bins = 80
-sigma=3
-
-#grxe = np.array(df['GRXE'])
 
 clean = np.array(df['CLEAN'])
 model = np.array(df['MODEL'])
@@ -85,7 +77,6 @@ sg_mean, sg_med, sg_std = sigma_clipped_stats(grxe, sigma=sigma, maxiters=10)
 sg_sem = sem(grxe[filtered_grxe.mask==False])
 print("Sigma clipping: mean {:.2f} med {:.2f} std {:.2f} sem {:.2f}".format(sg_mean, sg_med, sg_std, sg_sem))
 
-
 k=1.2
 plt.hist(grxe, bins=n_bins, range=[filtered_min*k, filtered_max*k])
 plt.hist(grxe[filtered_grxe.mask], bins=n_bins, range=[filtered_min*k, filtered_max*k])