data

scripts/01_bgdmodel.sh

@@ -10,3 +10,19 @@
 ./01_bgdmodel.py E10
 ./01_bgdmodel.py E11
 ./01_bgdmodel.py E12
+./01_bgdmodel.py E13
+./01_bgdmodel.py E14
+./01_bgdmodel.py E15
+
+./01_bgdmodel.py A01
+./01_bgdmodel.py A02
+./01_bgdmodel.py A03
+./01_bgdmodel.py A04
+./01_bgdmodel.py A05
+./01_bgdmodel.py A06
+./01_bgdmodel.py A07
+./01_bgdmodel.py A08
+./01_bgdmodel.py A09
+./01_bgdmodel.py A10
+./01_bgdmodel.py A11
+

scripts/01_crabmodel.py

@@ -40,6 +40,19 @@ enkey = sys.argv[1]
 
 sigma=3
 
+# for these bands, slope is taken from stacked profile
+fixed_slope = ['E04','E05','E06','E07','E08','E09','E10','E11','E12','E15',
+               'A02','A03','A04','A05','A06','A07','A08','A09','A10','A11',]
+
+# for these bands, slope is free for each revolution
+free_slope = ['E01', 'E02', 'E03', 'A01']
+
+# for these bands, slope is fixed at constant (or if positive, which is not allowed)
+const_slope = ['E10','E11','E12','A10','A11']
+
+# for stacked profile, skip orbits>800 for energy channels <30 keV
+skip800 = ['E02','E03','A01']
+
 # some static revs/scws to be removed
 ignore_orbits=[352,834,912,1019,1021,1028,2275,2405,2493]
 ignore_scws=['066600420020','066600420030','132800350010','090200390010','269500190010']
@@ -93,18 +106,18 @@ for i,rec in df.iterrows():
 for rev in range(revmin,revmax):
     if(rev in ignore_orbits):
         continue
-    if(enkey == 'E02'):
-        if(rev > 800):
-            continue
-    if(enkey == 'E03'):
+
+    if(enkey in skip800):
         if(rev > 800):
             continue
+
     #if(rev > 1000):
     #    continue
     df0 = df.query('SRC > 0.0 & REV == {} & PHASE > {} & PHASE < {} & CRAB_SEP < {}'.format(rev,phmin,phmax,crab_sep_max))
     nobs=len(df0)
     if not (nobs> crab_nmax):
         continue
+    print(rev,nobs)
     for n in df0['CRAB_SEP'].values:
         totx.append(n)
     for n in df0['SRC'].values:
@@ -124,6 +137,8 @@ a_full,b_full,err_full = plot_best_fit(x, y, model)
 if(plotme):
     plot_ab(x, y, a_full, b_full, err_full, title="REGRESSION")
 
+#sys.exit()
+    
 # go over orbits
 poly_x=[]
 poly_y=[]
@@ -177,7 +192,7 @@ for rev in range(revmin,revmax):
 
     b_est = np.mean(y - a_full*x)
 
-    if(enkey in ['E10','E11','E12',] or a > 0.0):
+    if(enkey in const_slope or a > 0.0):
         filtered_data = sigma_clip(y, sigma=sigma, maxiters=10, return_bounds=True)
         filtered_y    = filtered_data[0]
         filtered_min  = filtered_data[1]
@@ -206,12 +221,12 @@ for rev in range(revmin,revmax):
     poly_x.append(rev)
     poly_y.append(b_est)
 
-    if(enkey in ['E04','E05','E06','E07','E08','E09','E10','E11','E12']):
+    if(enkey in fixed_slope):
         crabmodel[rev]={'a':a_full, 'b':b_est, 'err':err}
         if(plotme):
             plot_ab(x, y, a_full, b_est, err, title="REGRESSION rev {}".format(rev))
 
-    if(enkey in ['E01', 'E02', 'E03']):
+    if(enkey in free_slope):
         crabmodel[rev]={'a':a, 'b':b, 'err':err}
         if(plotme):
             plot_ab(x, y, a, b, err, title="REGRESSION rev {}".format(rev))

scripts/01_crabmodel.sh

@@ -10,3 +10,15 @@
 ./01_crabmodel.py E10
 ./01_crabmodel.py E11
 ./01_crabmodel.py E12
+
+./01_crabmodel.py A01
+./01_crabmodel.py A02
+./01_crabmodel.py A03
+./01_crabmodel.py A04
+./01_crabmodel.py A05
+./01_crabmodel.py A06
+./01_crabmodel.py A07
+./01_crabmodel.py A08
+./01_crabmodel.py A09
+./01_crabmodel.py A10
+./01_crabmodel.py A11

scripts/02_grxe_resid.py

@@ -27,7 +27,8 @@ from ridge.utils import *
 from ridge.config import *
 
 enkey = sys.argv[1]
-outkey = sys.argv[2]
+#outkey = sys.argv[2]
+outkey = "ALL"
 
 fn="detcnts.{}.fits".format(enkey)